ABCA1 p.Arg230Cys

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PMID: 22315319 [PubMed] Wijesekara N et al: "miR-33a modulates ABCA1 expression, cholesterol accumulation, and insulin secretion in pancreatic islets."
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12 An R230C variant is also associated with early onset type 2 diabetes in the Mexican population (4).
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PMID: 22190032 [PubMed] Romero-Hidalgo S et al: "Carbohydrate intake modulates the effect of the ABCA1-R230C variant on HDL cholesterol concentrations in premenopausal women."
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1 Adolfo Lo´pez Mateos", and 8 Medical Direction, Instituto de Seguridad y Servicios Sociales de los Trabajadores del Estado, Mexico City, Mexico; 9 School of Chemistry, and 10 Department of Public Health, School of Medicine, Universidad Nacional Auto´noma de Me´xico, Mexico City, Mexico; 11 Unit of Molecular Biology and Genomic Medicine, Instituto Nacional de Ciencias Me´dicas y Nutricio´n Salvador Zubira´n, Mexico City, Mexico; 12 Department of Research in Biochemistry, Instituto Nacional de Enfermedades Respiratorias, Mexico City, Mexico; and 13 Molecular Genetics Laboratory, Escuela Nacional de Antropologı´a e Historia, Mexico City, Mexico Abstract The R230C variant of the ATP-binding cassette transporter A1 (ABCA1) gene has been consistently associated with decreased HDL-cholesterol (HDL-C) concentrations in several studies in the Mexican mestizo population.
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2 However, information on how diet composition modifies the effect of the ABCA1-R230C variant on HDL-C concentrations is very scarce.
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3 The aim of the present study was to analyze whether the effect of ABCA1-R230C on HDL-C concentrations is modulated by dietary factors in a nationwide population sample of 3591 adults from the National Health and Nutrition Survey conducted by the State`s Employees` Social Security and Social Services Institute.
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4 All participants answered a validated questionnaire to assess health status and weekly food consumption. Fasting blood samples were drawn for biochemical analysis and DNA extraction, and the ABCA1-R230C variant was genotyped using TaqMan assays.
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7 A significant negative correlation between carbohydrate consumption and HDL-C concentrations was observed in women bearing the R230C variant (P = 0.021) and a significant gene-diet interaction was found only in premenopausal women (P = 0.037).
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8 In conclusion, the effect of the ABCA1-R230C gene variant on HDL-C concentrations is modulated by carbohydrate intake in premenopausal women.
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9 This finding may help design optimized dietary interventions according to sex and ABCA1-R230C genotype.
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14 The R230C-ABCA1 gene variant was recently found to be private to the Americas and strongly associated with low HDL-C in Mexican mestizos and Native American populations (19-23).
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34 However, information on how diet composition modifies the effect of the ABCA1-R230C variant on HDL-C concentrations is very scarce.
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35 To date, there is only one report where hyperlipidemic individuals carrying the R230C risk allele showed a better HDL-C concentration response to a specific dietary intervention (low-saturated fat diet plus 25 g soy protein and 15 g soluble fiber) (28).
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36 The purpose of the present study was to analyze whether specific diet components modulate the effect of the ABCA1-R230C variant on HDL-C plasma concentrations to provide the bases for optimized dietary interventions.
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ABCA1 p.Arg230Cys 22190032:36:78
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58 The R230C variant (rs9282541) was genotyped using TaqMan assays (ABI Prism 7900HT Sequence Detection System, Applied Biosystems).
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66 ANCOVA was used to determine associations between the R230C variant and metabolic variables, adjusting for age, BMI, smoking, and alcohol consumption.
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67 Simple linear regression models were built to study the effect of diet components on HDL-C concentrations stratified by sex and genotype, and multiple linear regression models were used to assess the interaction between the proportion of dietary carbohydrates and the R230C polymorphism on HDL-C concentrations, adjusting for the variables mentioned above.
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72 The C risk allele frequency was 9.3% in the TABLE 1 Anthropometric and serum biochemical measurements, lifestyle characteristics, and genotype distribution of the study participants stratified by sex1 Men (n = 1160) Women2 (n = 2431) Age, y 48.3 6 14.2 45.9 6 12.5b Anthropometric variables BMI, kg/m2 28.5 6 4.3 28.3 6 5.1 Weight, kg 80.1 6 15.0 68.7 6 14.0b Height, cm 167.6 6 7.6 155.8 6 6.9b Waist, cm 98.6 6 11.5 91.2 6 13.2b Metabolic variables Total-C, mmol/L 5.5 6 1.3 5.4 6 1.1 HDL-C, mmol/L 1.0 6 0.2 1.2 6 0.4b LDL-C, mmol/L 3.4 6 0.9 3.4 6 0.9 TG, mmol/L 2.8 6 3.0 1.9 6 1.3b Glucose, mmol/L 61.2 6 26.3 56.3 6 20.9b Systolic blood pressure, mm Hg 130.3 6 16.1 122.2 6 16.5b Diastolic blood pressure, mm Hg 81.9 6 10.3 77.3 6 10.6b Dietary intake Total energy, kcal/d 2660 6 913 2220 6 804b Proteins, % energy 13.5 6 3.2 14.2 6 3.3b Proteins, g/d 87.9 6 31.1 77.3 6 28.8b Carbohydrates, % energy 55.3 6 9.3 57.6 6 8.3b Carbohydrates, g/d 363 6 126 318 6 122b Fats, % energy 28.4 6 6.3 29.4 6 6.3b Fats, g/d 84.2 6 34.7 73.2 6 33.3b Other characteristics Alcohol consumers, n (%) 986 (85.2) 1294 (53.5)b Daily, n (%) 23 (2.3) 10 (0.8) Weekly, n (%) 270 (27.4) 102 (7.9) Monthly, n (%) 122 (12.4) 82 (6.3) Occasionally, n (%) 571 (57.9) 1100 (85.0) Physical activity, h/wk 6.0 6 10.7 5.6 6 9.8 Daily smokers, n (%) 276 (23.8) 330 (13.6)b Overweight, n (%) 536 (46.7) 996 (41.6)a Obesity, n (%) 362 (31.5) 731 (30.6) ABCA1-R230C variant, n (%) RR 949 (81.8) 2010 (82.7) RC 202 (17.4) 398 (16.4) CC 9 (0.8) 23 (0.9) 1 Values are expressed as mean 6 SD or n (%).
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76 Association of ABCA1-R230C with metabolic traits.
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86 Predicted values were calculated from regression models containing the ABCA1-R230C variant, carbohydrate intake, and the interaction term, adjusted for age, BMI, tobacco smoking, and alcohol consumption (Fig. 4).
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89 Discussion The R230C variant of the ABCA1 gene is of particular interest because of its epidemiological implications; it is frequent and private to Native American and descendant populations, it has been consistently associated with low HDL-C concentrations in various reports (19,21-23) including the present study, and this variant is known to have a functional effect, decreasing cholesterol efflux in vitro by ~30% (22).
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91 The highest risk allele frequency was observed in the southern states (11.2%) in accordance with the higher Native American component of these populations and the Amerindian origin of the R230C variant (22,32).
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93 TABLE 2 Association between ABCA1-R230C polymorphism and serum lipid concentrations stratified by sex1 RR RC CC P2 Men n 766 158 8 Total-C, mmol/L 5.43 (5.31-5.56) 5.08 (4.90-5.27) 5.25 (4.54-6.06) ,0.001 HDL-C, mmol/L 0.97 (0.94-0.99) 0.91 (0.88-0.95) 0.85 (0.72-1.01) 0.002 LDL-C, mmol/L 3.30 (3.18-3.41) 3.08 (2.91-3.25) 4.12 (3.17-5.35) 0.020 Women n 1769 348 22 Total-C, mmol/L 5.39 (5.32-5.45) 5.26 (5.15-5.38) 4.86 (4.49-5.26) 0.010 HDL-C, mmol/L 1.20 (1.18-1.22) 1.09 (1.06-1.12) 1.08 (0.98-1.20) ,0.001 LDL-C, mmol/L 3.30 (3.24-3.36) 3.26 (3.16-3.37) 3.10 (2.76-3.47) 0.328 1 Values are geometric means (95% CI).
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ABCA1 p.Arg230Cys 22190032:93:15
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97 To date, all studies assessing the effect of the ABCA1-R230C variant on HDL-C concentrations in different populations have been consistent.
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98 As expected, the R230C variant was significantly associated with lower HDL-C concentrations in the ENSADER sample, although the effect of the variant was greater in women than in men.
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108 A sex-specific gene-diet interaction was observed in the present study, because the inverse correlation between carbohydrate intake and HDL-C concentrations was greater in women bearing the R230C variant, particularly in those with a premenopausal status.
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ABCA1 p.Arg230Cys 22190032:108:190
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109 In contrast, the R230C variant and carbohydrate intake showed an independent, nonadditive effect in men.
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113 To our knowledge, this is the first study reporting a sex-specific interaction between any ABCA1 variant and carbohydrate intake on HDL-C concentrations, representing the first effort to evaluate gene-nutrient interactions for the ABCA1-R230C gene variant.
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ABCA1 p.Arg230Cys 22190032:113:17
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190 Villarreal-Molina MT, Aguilar-Salinas CA, Rodrı´guez-Cruz M, Rian˜o D, Villalobos-Comparan M, Coral-Vazquez R, Menjivar M, Yescas- Gomez P, Ko¨nigsoerg-Fainstein M, Romero-Hidalgo S, et al. The ATP-binding cassette transporter A1 R230C variant affects HDL cholesterol levels and BMI in the Mexican population: association with obesity and obesity-related comorbidities.
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199 Association of R230C ABCA1 gene variant with low C-HDL levels and abnormal HDL subclass distribution in Mexican school-aged children.
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206 The non-synonymous Arg230Cys variant (R230C) of the ATP-binding cassette transporter A1 is associated with low HDL cholesterol concentrations in Mexican adults: a population based nation wide study. Atherosclerosis. 2011;216:146-50.
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ABCA1 p.Arg230Cys 22190032:206:19
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37 To date, there is only one report where hyperlipidemic individuals carrying the R230C risk allele showed a better HDL-C concentration response to a specific dietary intervention (low-saturated fat diet plus 25 g soy protein and 15 g soluble fiber) (28).
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38 The purpose of the present study was to analyze whether specific diet components modulate the effect of the ABCA1-R230C variant on HDL-C plasma concentrations to provide the bases for optimized dietary interventions.
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60 The R230C variant (rs9282541) was genotyped using TaqMan assays (ABI Prism 7900HT Sequence Detection System, Applied Biosystems).
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68 ANCOVA was used to determine associations between the R230C variant and metabolic variables, adjusting for age, BMI, smoking, and alcohol consumption.
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69 Simple linear regression models were built to study the effect of diet components on HDL-C concentrations stratified by sex and genotype, and multiple linear regression models were used to assess the interaction between the proportion of dietary carbohydrates and the R230C polymorphism on HDL-C concentrations, adjusting for the variables mentioned above.
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74 The C risk allele frequency was 9.3% in the TABLE 1 Anthropometric and serum biochemical measurements, lifestyle characteristics, and genotype distribution of the study participants stratified by sex1 Men (n = 1160) Women2 (n = 2431) Age, y 48.3 6 14.2 45.9 6 12.5b Anthropometric variables BMI, kg/m2 28.5 6 4.3 28.3 6 5.1 Weight, kg 80.1 6 15.0 68.7 6 14.0b Height, cm 167.6 6 7.6 155.8 6 6.9b Waist, cm 98.6 6 11.5 91.2 6 13.2b Metabolic variables Total-C, mmol/L 5.5 6 1.3 5.4 6 1.1 HDL-C, mmol/L 1.0 6 0.2 1.2 6 0.4b LDL-C, mmol/L 3.4 6 0.9 3.4 6 0.9 TG, mmol/L 2.8 6 3.0 1.9 6 1.3b Glucose, mmol/L 61.2 6 26.3 56.3 6 20.9b Systolic blood pressure, mm Hg 130.3 6 16.1 122.2 6 16.5b Diastolic blood pressure, mm Hg 81.9 6 10.3 77.3 6 10.6b Dietary intake Total energy, kcal/d 2660 6 913 2220 6 804b Proteins, % energy 13.5 6 3.2 14.2 6 3.3b Proteins, g/d 87.9 6 31.1 77.3 6 28.8b Carbohydrates, % energy 55.3 6 9.3 57.6 6 8.3b Carbohydrates, g/d 363 6 126 318 6 122b Fats, % energy 28.4 6 6.3 29.4 6 6.3b Fats, g/d 84.2 6 34.7 73.2 6 33.3b Other characteristics Alcohol consumers, n (%) 986 (85.2) 1294 (53.5)b Daily, n (%) 23 (2.3) 10 (0.8) Weekly, n (%) 270 (27.4) 102 (7.9) Monthly, n (%) 122 (12.4) 82 (6.3) Occasionally, n (%) 571 (57.9) 1100 (85.0) Physical activity, h/wk 6.0 6 10.7 5.6 6 9.8 Daily smokers, n (%) 276 (23.8) 330 (13.6)b Overweight, n (%) 536 (46.7) 996 (41.6)a Obesity, n (%) 362 (31.5) 731 (30.6) ABCA1-R230C variant, n (%) RR 949 (81.8) 2010 (82.7) RC 202 (17.4) 398 (16.4) CC 9 (0.8) 23 (0.9) 1 Values are expressed as mean 6 SD or n (%).
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79 Association of ABCA1-R230C with metabolic traits.
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90 Predicted values were calculated from regression models containing the ABCA1-R230C variant, carbohydrate intake, and the interaction term, adjusted for age, BMI, tobacco smoking, and alcohol consumption (Fig. 4).
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95 The highest risk allele frequency was observed in the southern states (11.2%) in accordance with the higher Native American component of these populations and the Amerindian origin of the R230C variant (22,32).
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101 To date, all studies assessing the effect of the ABCA1-R230C variant on HDL-C concentrations in different populations have been consistent.
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102 As expected, the R230C variant was significantly associated with lower HDL-C concentrations in the ENSADER sample, although the effect of the variant was greater in women than in men.
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112 A sex-specific gene-diet interaction was observed in the present study, because the inverse correlation between carbohydrate intake and HDL-C concentrations was greater in women bearing the R230C variant, particularly in those with a premenopausal status.
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117 To our knowledge, this is the first study reporting a sex-specific interaction between any ABCA1 variant and carbohydrate intake on HDL-C concentrations, representing the first effort to evaluate gene-nutrient interactions for the ABCA1-R230C gene variant.
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195 Villarreal-Molina MT, Aguilar-Salinas CA, Rodrƒ &#b4;guez-Cruz M, Rian dc;o D, Villalobos-Comparan M, Coral-Vazquez R, Menjivar M, Yescas-Gomez P, Ko &#a8;nigsoerg-Fainstein M, Romero-Hidalgo S, et al. The ATP-binding cassette transporter A1 R230C variant affects HDL cholesterol levels and BMI in the Mexican population: association with obesity and obesity-related comorbidities.
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204 Association of R230C ABCA1 gene variant with low C-HDL levels and abnormal HDL subclass distribution in Mexican school-aged children.
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211 The non-synonymous Arg230Cys variant (R230C) of the ATP-binding cassette transporter A1 is associated with low HDL cholesterol concentrations in Mexican adults: a population based nation wide study. Atherosclerosis. 2011;216:146-50.
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PMID: 22090467 [PubMed] Guevara-Cruz M et al: "A dietary pattern including nopal, chia seed, soy protein, and oat reduces serum triglycerides and glucose intolerance in patients with metabolic syndrome."
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5 Interestingly, participants in the DP group with MetS and the ABCA1 R230C variant had a greater decrease in BW and an increase in serum adiponectin concentration after 2 mo of dietary treatment than those with the ABCA1 R230R variant.
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36 In Mexico, the polymorphisms of genes that are highly associated with BMI and T2D are ABCA1 (R230C), TCF7L2 (rs7903146), PPARG (rs1801282), and IRS1 (rs1801278) (18-21).
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93 Single nucleotide polymorphisms of the ABCA1 R230C (rs9282541), ABCA1 R219K (rs2230806), TCF7L2 (rs7903146), PPARG (rs1801282), and IRS1 (rs1801278) genes were determined using PCR-based TaqMan allele discrimination assays (ABI Prism 7900 HT Sequence Detection System, Applied Biosystems) (30).
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100 The differences between the P and DP groups with respect to the ABCA1 R230C polymorphism were determined using multifactor ANOVA adjusted for BMI. When the main effects were identified by the initial analysis, post hoc analysis using Bonferroni correction was conducted.
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136 The number of participants with a specific genotype distribution (wild-type allele homozygote, variant heterozygote, variant homozygote) for each polymorphism was as follows: ABCA1 R230C (56, 11, 0,); ABCA1 R219K (37, 26, 4); TCF7L2 C/T (51,13,3); PPARG P12A (58 7,2,); and IRS1 G972R (59 7,1,).
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137 Allele frequencies (wild-type, variant) were as follows: ABCA1 R230C (91.8%, 8.2%); ABCA1 R219K (74.6%, 25.4%); TCF7L2 C/T (85.8%, 14.2%); PPARG P12A (91.8%, 8.2%); and IRS1 G972R (93.3%, 6.7%).
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138 Associations between ABCA1 R230C and anthropometric and biochemical variables.
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139 The decrease in BW in the participants in the DP group with the ABCA1 R230C variant was significantly greater (25.0 6 1.9 kg) than those with ABCA1 R230R variant (21.7 6 2 kg), and the increase in the serum adiponectin concentration in participants with the ABCA1 R230C variant (1.7 6 1.6 mg/L) was significantly greater than in those with the ABCA1 R230R variant (0.2 6 1.0 mg/L) after 2 mo.
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142 The ABCA1 R230C, ABCA1 R219K, TCF7L2 C/T, PPARG P12A, and IRS1 G972R polymorphisms were not related to the other clinical or biochemical variables or the dietary treatments (data not shown).
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153 The ABCA1 R230C variant was chosen for this study, because carriers of the ABCA1 R230C variant, which is exclusive to Native American individuals, is associated with low HDL concentrations, obesity, and T2D in the Mexican population (45).
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154 Previous studies have demonstrated that adults with the ABCA1 R230C polymorphism respond better to a cholesterol-lowering diet than those with the R230R genotype (46).
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158 Interestingly, in spite of the higher risk of developing obesity or diabetes by Mexican mestizos with the ABCA1 R230C polymorphism, the participants in this study with this polymorphism had a better response to the DP and showed additional beneficial effects such as a greater reduction in BW and a greater increase in serum adiponectin concentrations (Fig. 2) without differences in energy intake compared to the participants with the ABCA1 R230R genotype.
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160 Although these results are very encouraging, additional experiments must be conducted in a larger population of individuals with the ABCA1 R230C variant to confirm these effects.
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ABCA1 p.Arg230Cys 22090467:160:112
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161 A possible explanation for the improved response to the dietary treatment by the participants with the ABCA1 R230C polymorphism could be because the C230 allele may have been necessary for survival in times of food shortages, allowing the conservation of cholesterol inside the cell.
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237 Whole-grain ready-to-eat oat FIGURE 2 Changes in BW (A) and serum adiponectin (B) in participants with MetS who consumed the DP or P for 2 mo with ABCA1 R230R or ABCA1 R230C genotypes.
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270 Villarreal-Molina MT, Flores-Dorantes MT, Arellano-Campos O, Villalobos-Comparan M, Rodriguez-Cruz M, Miliar-Garcia A, Huer- tas-Vazquez A, Menjivar M, Romero-Hidalgo S, Wacher NH, et al. Association of the ATP-binding cassette transporter A1 R230C variant with early-onset type 2 diabetes in a Mexican population.
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37 In Mexico, the polymorphisms of genes that are highly associated with BMI and T2D are ABCA1 (R230C), TCF7L2 (rs7903146), PPARG (rs1801282), and IRS1 (rs1801278) (1821).
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95 Single nucleotide polymorphisms of the ABCA1 R230C (rs9282541), ABCA1 R219K (rs2230806), TCF7L2 (rs7903146), PPARG (rs1801282), and IRS1 (rs1801278) genes were determined using PCR-based TaqMan allele discrimination assays (ABI Prism 7900 HT Sequence Detection System, Applied Biosystems) (30).
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102 The differences between the P and DP groups with respect to the ABCA1 R230C polymorphism were determined using multifactor ANOVA adjusted for BMI. When the main effects were identified by the initial analysis, post hoc analysis using Bonferroni correction was conducted.
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ABCA1 p.Arg230Cys 22090467:102:70
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140 Associations between ABCA1 R230C and anthropometric and biochemical variables.
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141 The decrease in BW in the participants in the DP group with the ABCA1 R230C variant was significantly greater (25.0 6 1.9 kg) than those with ABCA1 R230R variant (21.7 6 2 kg), and the increase in the serum adiponectin concentration in participants with the ABCA1 R230C variant (1.7 6 1.6 mg/L) was significantly greater than in those with the ABCA1 R230R variant (0.2 6 1.0 mg/L) after 2 mo.
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144 The ABCA1 R230C, ABCA1 R219K, TCF7L2 C/T, PPARG P12A, and IRS1 G972R polymorphisms were not related to the other clinical or biochemical variables or the dietary treatments (data not shown).
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155 The ABCA1 R230C variant was chosen for this study, because carriers of the ABCA1 R230C variant, which is exclusive to Native American individuals, is associated with low HDL concentrations, obesity, and T2D in the Mexican population (45).
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156 Previous studies have demonstrated that adults with the ABCA1 R230C polymorphism respond better to a cholesterol-lowering diet than those with the R230R genotype (46).
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162 Although these results are very encouraging, additional experiments must be conducted in a larger population of individuals with the ABCA1 R230C variant to confirm these effects.
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ABCA1 p.Arg230Cys 22090467:162:139
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163 A possible explanation for the improved response to the dietary treatment by the participants with the ABCA1 R230C polymorphism could be because the C230 allele may have been necessary for survival in times of food shortages, allowing the conservation of cholesterol inside the cell.
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238 Whole-grain ready-to-eat oat FIGURE 2 Changes in BW (A) and serum adiponectin (B) in participants with MetS who consumed the DP or P for 2 mo with ABCA1 R230R or ABCA1 R230C genotypes.
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271 Villarreal-Molina MT, Flores-Dorantes MT, Arellano-Campos O, Villalobos-Comparan M, Rodriguez-Cruz M, Miliar-Garcia A, Huertas-Vazquez A, Menjivar M, Romero-Hidalgo S, Wacher NH, et al. Association of the ATP-binding cassette transporter A1 R230C variant with early-onset type 2 diabetes in a Mexican population.
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PMID: 22768049 [PubMed] Hunemeier T et al: "Evolutionary responses to a constructed niche: ancient Mesoamericans as a model of gene-culture coevolution."
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33 Other examples are related to the coevolution of genes and languages [19,20], but only two more recently reported examples might be associated with positive selection: (1) Tovo-Rodrigues et al. [21] investigated the distribution of D4 dopamine receptor (DRD4) alleles in several South Amerindian populations and found a significant difference in the allelic distributions between hunter-gatherers and agriculturalists, with an increase of the 7R allele among the former; and (2) Acun˜a-Alonzo et al. [22] showed that the 230Cys allele (Arg230Cys, rs9282541) of the ATP-binding cassette transporter A1 (ABCA1) gene, which was previously associated with low HDL-cholesterol levels and obesity-related comorbidities, was exclusively present in Native American and mestizo individuals.
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40 Here, we expand the investigations of the Arg230Cys polymorphism in Native Americans and integrate the thrifty genotype concept with the gene-culture coevolution process, considering the human ability to create new ecological niches that may lead to the selection of genetic variants.
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41 Materials and Methods (a) Populations New data for the Arg230Cys polymorphism were generated for 19 Amerindian populations (n = 229) from Meso/Central America and South America (Table 1).
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ABCA1 p.Arg230Cys 22768049:41:42
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43 These new Arg230Cys data were then analyzed together with those of an earlier published report [22], providing a total of 1905 investigated individuals.
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52 (b) SNP Genotyping and Intra-and Inter-subdivision Structures The Arg230Cys polymorphism was genotyped using TaqMan assays (ABI Prism 7900HT Sequence Detection System; Applied Biosystems).
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58 Population N1 Genotype frequency Allele frequency Country Geographical coordinates References Arg 230 Arg Arg 230 Cys Cys 230 Cys Arg230 230Cys Mesoamerican agriculturalist2 (1218) Yaqui 45 30 11 4 0.79 0.21 Mexico 27u 299 N 110u 409 W Acun˜a-Alonzo et al. (2010) Tarahumara 109 81 23 5 0.85 0.15 Mexico 26u 499 N 107u 049 W Acun˜a-Alonzo et al. (2010) Teenek 67 45 20 2 0.82 0.18 Mexico 21u 369 N 98u 589 W Acun˜a-Alonzo et al. (2010) Cora 123 62 51 10 0.71 0.29 Mexico 22u 39 N 104u 559 W Acun˜a-Alonzo et al. (2010) Purepecha 35 22 11 2 0.79 0.21 Mexico 19u 369 N 102u 149 W Acun˜a-Alonzo et al. (2010) Mazahua 83 68 15 0 0.91 0.09 Mexico 19u 269 N 100u 009 W Acun˜a-Alonzo et al. (2010) Mixe 19 15 4 0 0.89 0.11 Mexico 17u N 96uW Present study Mixtec 4 4 0 0 1.00 0.00 Mexico 17u N 97uW Present study Nahuatl 267 185 73 9 0.83 0.17 Mexico 19u 589 N 97u 379 W Acun˜a-Alonzo et al. (2010) Totonaco 113 86 24 3 0.87 0.13 Mexico 19u 579 N 97u 449 W Acun˜a-Alonzo et al. (2010) Otomı´es 42 35 7 0 0.92 0.08 Mexico 20u 289 N 99u 139 W Acun˜a-Alonzo et al. (2010) Zapotec 125 71 50 4 0.76 0.24 Mexico 17u149 N 96u149 W Present study; Acun˜a-Alonzo et al. (2010) Mayan 110 68 39 3 0.80 0.20 Mexico 20u139 N 90u289 W Acun˜a-Alonzo et al. (2010) Kaqchikel-Quiche 17 13 3 1 0.85 0.15 Guatemala 15u N 91uW Present study Cabecar 24 19 5 0 0.90 0.10 Costa Rica 9u 309 N 84uW Present study Guaymı´ 35 26 8 1 0.85 0.15 Costa Rica/ Panama´ 8u309 N 82u W Present study South American hunter-gatherer/forager2 (572) Parkatejeˆ (Gavia˜o) 78 65 12 1 0.91 0.09 Brazil 05u 039 S 48u 369 W Acun˜a-Alonzo et al. (2010) Jamamadi 26 26 0 0 1.00 0.00 Brazil 07u 159 S 66u 419 W Acun˜a-Alonzo et al. (2010) Mekranoti (Kayapo´) 25 24 1 0 0.98 0.02 Brazil 08u 409 S 54u W Acun˜a-Alonzo et al. (2010) Mura (Piraha˜) 18 11 6 1 0.78 0.22 Brazil 03u349 S 59u 129 W Acun˜a-Alonzo et al. (2010) Pacaa´s-Novos (Wari) 25 23 2 0 0.96 0.04 Brazil 11u 089 S 65u 059 W Acun˜a-Alonzo et al. (2010) Satere´-Mawe´ 25 20 4 1 0.88 0.12 Brazil 03u S 57u W Acun˜a-Alonzo et al. (2010) Apalaı´ 22 15 7 0 0.84 0.16 Brazil 01u209 N 54u409 W Acun˜a-Alonzo et al. (2010) Arara 24 15 9 0 0.81 0.19 Brazil 03u 309 S 54u109 W Acun˜a-Alonzo et al. (2010) Guarani 31 30 1 0 0.98 0.02 Brazil 25u 209 S 52u 309 W Present study; Acun˜a-Alonzo et al. (2010) Gorotire (Kayapo) 7 6 0 1 0.86 0.14 Brazil 07u 449 S 51u 109 W Acun˜a-Alonzo et al. (2010) Karitiana 20 20 0 0 1.00 0.00 Brazil 08u 459 S 63u 519 W Acun˜a-Alonzo et al. (2010) Xavante 21 10 9 2 0.69 0.31 Brazil 13u 209 S 51u 409 W Acun˜a-Alonzo et al. (2010) Xikrin (Kayapo) 17 16 1 0 0.97 0.03 Brazil 05u559 S 51u119 W Acun˜a-Alonzo et al. (2010) Yanomama 25 20 4 1 0.88 0.12 Brazil 02u30 9-04u309 N 64u W Acun˜a-Alonzo et al. (2010) Txukahamae (Kayapo) 30 26 4 0 0.93 0.07 Brazil 10u 209 S 53u 59 W Acun˜a-Alonzo et al. (2010) Tiriyo´ (Trio) 25 21 4 0 0.92 0.08 Brazil 01u 579 N 55u499 W Acun˜a-Alonzo et al. (2010) Ic¸ana River (Baniwa) 19 13 3 3 0.76 0.24 Brazil 01u N 67u 509 W Acun˜a-Alonzo et al. (2010) Kuben Kran Keng (Kayapo) 17 13 4 0 0.88 0.12 Brazil 08u109 S 58u89 W Acun˜a-Alonzo et al. (2010) Lengua 29 29 0 0 1.00 0.00 Paraguay 23u S 56u W Acun˜a-Alonzo et al. (2010) Ache (Guayaki) 23 23 0 0 1.00 0.00 Paraguay 23u S 58u W Acun˜a-Alonzo et al. (2010) Ayoreo 30 30 0 0 1.00 0.00 Paraguay 16-22u S 58-63u W Acun˜a-Alonzo et al. (2010) Zenu 4 4 0 0 1.00 0.00 Colombia 9u N 75u W Present study Kogi 7 7 0 0 1.00 0.00 Colombia 11u N 74u W Present study Ticuna 1 1 0 0 1.00 0.00 Colombia 3u 539 S 70uW Present study Embera 3 3 0 0 1.00 0.00 Colombia 7u N 76u W Present study Wayuu 17 15 2 0 0.94 0.06 Colombia 11u N 73u W Present study Palikur 3 1 2 0 0.67 0.33 French Guiana 4u N 51u 459 W Present study ,680,000 SNPs (Ruiz-Linares et al., unpublished data).
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ABCA1 p.Arg230Cys 22768049:58:106
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83 Population N1 Genotype frequency Allele frequency Country Geographical coordinates References Arg 230 Arg Arg 230 Cys Cys 230 Cys Arg230 230Cys Andean agriculturalist2 (115) Mapuche 40 40 0 0 1.00 0.00 Chile 40u 309 S 69u 209 W Acun˜a-Alonzo et al. (2010) Aymara 16 16 0 0 1.00 0.00 Bolivia 16u309 S 68u99 W Present study Quechua 16 15 1 0 0.97 0.03 Bolivia 14u309 S 69u W Present study Aymara 22 20 2 0 0.95 0.05 Chile 22u S 70u W Present study Chilote 2 2 0 0 1.00 0.00 Chile 42u309 S 73u559 W Present study Hulliche 13 10 3 0 0.89 0.11 Chile 41u S 73u W Present study Ingano 6 5 1 0 0.92 0.08 Colombia 1u N 77u W Present study 1 Samples genotyped in present study = 229; 2 Caution is needed regarding the classification of these modes of subsistence, since they are not stable over time and may not be unique.
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ABCA1 p.Arg230Cys 22768049:83:106
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140 Discussion We can now examine some hypotheses in an attempt to explain the results and to draw the evolutionary scenario associated with the pattern of diversity of the ABCA1* Arg230Cys polymorphism.
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ABCA1 p.Arg230Cys 22768049:140:176
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167 In agreement with this historical scenario, the genetic variation in Arg230Cys presented a worse fit to neutrality than loci known to be neutral, indicating that selective mechanisms are necessary to explain the genetic diversity of Arg230Cys, especially when the Mesoamerican agriculturalist subdivision is considered in the analysis.
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ABCA1 p.Arg230Cys 22768049:167:69
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177 Therefore, the significant role of random processes and/or more heterogeneous cultural and ecological scenarios makes it difficult to define a particular pattern associated with the Arg230Cys polymorphism in South American groups, a situation different from that in Mesoamerica. In conclusion, our analyses demonstrate for the first time a robust correlation between a constructed niche and a selected Native American autochthonous allele.
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ABCA1 p.Arg230Cys 22768049:177:182
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259 Romero-Hidalgo S, Villarreal-Molina T, Gonza´lez-Barrios JA, Canizales- Quinteros S, Rodrı´guez-Arellano ME, et al. (2012) Carbohydrate intake modulates the effect of the ABCA1-R230C variant on HDL cholesterol concentrations in premenopausal women.
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ABCA1 p.Arg230Cys 22768049:259:191
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34 Other examples are related to the coevolution of genes and languages [19,20], but only two more recently reported examples might be associated with positive selection: (1) Tovo-Rodrigues et al. [21] investigated the distribution of D4 dopamine receptor (DRD4) alleles in several South Amerindian populations and found a significant difference in the allelic distributions between hunter-gatherers and agriculturalists, with an increase of the 7R allele among the former; and (2) Acun dc;a-Alonzo et al. [22] showed that the 230Cys allele (Arg230Cys, rs9282541) of the ATP-binding cassette transporter A1 (ABCA1) gene, which was previously associated with low HDL-cholesterol levels and obesity-related comorbidities, was exclusively present in Native American and mestizo individuals.
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ABCA1 p.Arg230Cys 22768049:34:542
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42 Materials and Methods (a) Populations New data for the Arg230Cys polymorphism were generated for 19 Amerindian populations (n = 229) from Meso/Central America and South America (Table 1).
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ABCA1 p.Arg230Cys 22768049:42:55
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44 These new Arg230Cys data were then analyzed together with those of an earlier published report [22], providing a total of 1905 investigated individuals.
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53 (b) SNP Genotyping and Intra-and Inter-subdivision Structures The Arg230Cys polymorphism was genotyped using TaqMan assays (ABI Prism 7900HT Sequence Detection System; Applied Biosystems).
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ABCA1 p.Arg230Cys 22768049:53:66
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59 Population N1 Genotype frequency Allele frequency Country Geographical coordinates References Arg 230 Arg Arg 230 Cys Cys 230 Cys Arg230 230Cys Mesoamerican agriculturalist2 (1218) Yaqui 45 30 11 4 0.79 0.21 Mexico 27u 299 N 110u 409 W Acun dc;a-Alonzo et al. (2010) Tarahumara 109 81 23 5 0.85 0.15 Mexico 26u 499 N 107u 049 W Acun dc;a-Alonzo et al. (2010) Teenek 67 45 20 2 0.82 0.18 Mexico 21u 369 N 98u 589 W Acun dc;a-Alonzo et al. (2010) Cora 123 62 51 10 0.71 0.29 Mexico 22u 39 N 104u 559 W Acun dc;a-Alonzo et al. (2010) Purepecha 35 22 11 2 0.79 0.21 Mexico 19u 369 N 102u 149 W Acun dc;a-Alonzo et al. (2010) Mazahua 83 68 15 0 0.91 0.09 Mexico 19u 269 N 100u 009 W Acun dc;a-Alonzo et al. (2010) Mixe 19 15 4 0 0.89 0.11 Mexico 17u N 96uW Present study Mixtec 4 4 0 0 1.00 0.00 Mexico 17u N 97uW Present study Nahuatl 267 185 73 9 0.83 0.17 Mexico 19u 589 N 97u 379 W Acun dc;a-Alonzo et al. (2010) Totonaco 113 86 24 3 0.87 0.13 Mexico 19u 579 N 97u 449 W Acun dc;a-Alonzo et al. (2010) Otomƒ &#b4;es 42 35 7 0 0.92 0.08 Mexico 20u 289 N 99u 139 W Acun dc;a-Alonzo et al. (2010) Zapotec 125 71 50 4 0.76 0.24 Mexico 17u149 N 96u149 W Present study; Acun dc;a-Alonzo et al. (2010) Mayan 110 68 39 3 0.80 0.20 Mexico 20u139 N 90u289 W Acun dc;a-Alonzo et al. (2010) Kaqchikel-Quiche 17 13 3 1 0.85 0.15 Guatemala 15u N 91uW Present study Cabecar 24 19 5 0 0.90 0.10 Costa Rica 9u 309 N 84uW Present study Guaymƒ &#b4; 35 26 8 1 0.85 0.15 Costa Rica/ Panama &#b4; 8u309 N 82u W Present study South American hunter-gatherer/forager2 (572) Parkateje c6; (Gavia dc;o) 78 65 12 1 0.91 0.09 Brazil 05u 039 S 48u 369 W Acun dc;a-Alonzo et al. (2010) Jamamadi 26 26 0 0 1.00 0.00 Brazil 07u 159 S 66u 419 W Acun dc;a-Alonzo et al. (2010) Mekranoti (Kayapo &#b4;) 25 24 1 0 0.98 0.02 Brazil 08u 409 S 54u W Acun dc;a-Alonzo et al. (2010) Mura (Piraha dc;) 18 11 6 1 0.78 0.22 Brazil 03u349 S 59u 129 W Acun dc;a-Alonzo et al. (2010) Pacaa &#b4;s-Novos (Wari) 25 23 2 0 0.96 0.04 Brazil 11u 089 S 65u 059 W Acun dc;a-Alonzo et al. (2010) Satere &#b4;-Mawe &#b4; 25 20 4 1 0.88 0.12 Brazil 03u S 57u W Acun dc;a-Alonzo et al. (2010) Apalaƒ &#b4; 22 15 7 0 0.84 0.16 Brazil 01u209 N 54u409 W Acun dc;a-Alonzo et al. (2010) Arara 24 15 9 0 0.81 0.19 Brazil 03u 309 S 54u109 W Acun dc;a-Alonzo et al. (2010) Guarani 31 30 1 0 0.98 0.02 Brazil 25u 209 S 52u 309 W Present study; Acun dc;a-Alonzo et al. (2010) Gorotire (Kayapo) 7 6 0 1 0.86 0.14 Brazil 07u 449 S 51u 109 W Acun dc;a-Alonzo et al. (2010) Karitiana 20 20 0 0 1.00 0.00 Brazil 08u 459 S 63u 519 W Acun dc;a-Alonzo et al. (2010) Xavante 21 10 9 2 0.69 0.31 Brazil 13u 209 S 51u 409 W Acun dc;a-Alonzo et al. (2010) Xikrin (Kayapo) 17 16 1 0 0.97 0.03 Brazil 05u559 S 51u119 W Acun dc;a-Alonzo et al. (2010) Yanomama 25 20 4 1 0.88 0.12 Brazil 02u30 9-04u309 N 64u W Acun dc;a-Alonzo et al. (2010) Txukahamae (Kayapo) 30 26 4 0 0.93 0.07 Brazil 10u 209 S 53u 59 W Acun dc;a-Alonzo et al. (2010) Tiriyo &#b4; (Trio) 25 21 4 0 0.92 0.08 Brazil 01u 579 N 55u499 W Acun dc;a-Alonzo et al. (2010) Ic &#b8;ana River (Baniwa) 19 13 3 3 0.76 0.24 Brazil 01u N 67u 509 W Acun dc;a-Alonzo et al. (2010) Kuben Kran Keng (Kayapo) 17 13 4 0 0.88 0.12 Brazil 08u109 S 58u89 W Acun dc;a-Alonzo et al. (2010) Lengua 29 29 0 0 1.00 0.00 Paraguay 23u S 56u W Acun dc;a-Alonzo et al. (2010) Ache (Guayaki) 23 23 0 0 1.00 0.00 Paraguay 23u S 58u W Acun dc;a-Alonzo et al. (2010) Ayoreo 30 30 0 0 1.00 0.00 Paraguay 16-22u S 58-63u W Acun dc;a-Alonzo et al. (2010) Zenu 4 4 0 0 1.00 0.00 Colombia 9u N 75u W Present study Kogi 7 7 0 0 1.00 0.00 Colombia 11u N 74u W Present study Ticuna 1 1 0 0 1.00 0.00 Colombia 3u 539 S 70uW Present study Embera 3 3 0 0 1.00 0.00 Colombia 7u N 76u W Present study Wayuu 17 15 2 0 0.94 0.06 Colombia 11u N 73u W Present study Palikur 3 1 2 0 0.67 0.33 French Guiana 4u N 51u 459 W Present study ,680,000 SNPs (Ruiz-Linares et al., unpublished data).
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ABCA1 p.Arg230Cys 22768049:59:106
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84 Population N1 Genotype frequency Allele frequency Country Geographical coordinates References Arg 230 Arg Arg 230 Cys Cys 230 Cys Arg230 230Cys Andean agriculturalist2 (115) Mapuche 40 40 0 0 1.00 0.00 Chile 40u 309 S 69u 209 W Acun dc;a-Alonzo et al. (2010) Aymara 16 16 0 0 1.00 0.00 Bolivia 16u309 S 68u99 W Present study Quechua 16 15 1 0 0.97 0.03 Bolivia 14u309 S 69u W Present study Aymara 22 20 2 0 0.95 0.05 Chile 22u S 70u W Present study Chilote 2 2 0 0 1.00 0.00 Chile 42u309 S 73u559 W Present study Hulliche 13 10 3 0 0.89 0.11 Chile 41u S 73u W Present study Ingano 6 5 1 0 0.92 0.08 Colombia 1u N 77u W Present study 1 Samples genotyped in present study = 229; 2 Caution is needed regarding the classification of these modes of subsistence, since they are not stable over time and may not be unique.
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ABCA1 p.Arg230Cys 22768049:84:106
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141 Discussion We can now examine some hypotheses in an attempt to explain the results and to draw the evolutionary scenario associated with the pattern of diversity of the ABCA1* Arg230Cys polymorphism.
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PMID: 21315358 [PubMed] Aguilar-Salinas CA et al: "The non-synonymous Arg230Cys variant (R230C) of the ATP-binding cassette transporter A1 is associated with low HDL cholesterol concentrations in Mexican adults: a population based nation wide study."
No. Sentence Comment
0 Atherosclerosis 216 (2011) 146-150 Contents lists available at ScienceDirect Atherosclerosis journal homepage: www.elsevier.com/locate/atherosclerosis The non-synonymous Arg230Cys variant (R230C) of the ATP-binding cassette transporter A1 is associated with low HDL cholesterol concentrations in Mexican adults: A population based nation wide study Carlos A. Aguilar-Salinasa,* , Samuel Canizales-Quinterosb , Rosalba Rojas-Martínezc , Roopa Mehtaa , Rosario Rodriguez-Guillénb , María Luisa Ordo˜nez-Sanchezb , Laura Ribab , María Teresa Tusié-Lunab a Departamento de Endocrinología y Metabolismo del Instituto Nacional de Ciencias Médicas y Nutrición "Salvador Zubirán", Vasco de Quiroga 15, Mexico14000 D.F., Mexico b Unidad de Biología Molecular y Medicina Genómica, Instituto Nacional de Ciencias Médicas y Nutrición, Instituto de Investigaciones Biomédicas de la Universidad Nacional Autónoma de México, México D.F., Mexico c Instituto Nacional de Salud Publica, Cuernavaca, Mor., Mexico a r t i c l e i n f o Article history: Received 7 August 2010 Received in revised form 24 September 2010 Accepted 5 October 2010 Available online 22 January 2011 Keywords: High density lipoproteins ABCA1 Mexico Native Americans a b s t r a c t Objective: To search for an association between the non-synonymous Arg230Cys variant (R230C) of the ATP-binding cassette transporter A1 and low HDL cholesterol levels in a Mexican, population-based nation wide survey.
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ABCA1 p.Arg230Cys 21315358:0:1379
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ABCA1 p.Arg230Cys 21315358:0:1396
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ABCA1 p.Arg230Cys 21315358:0:1398
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4 The R230C variant was genotyped using TaqMan assays.
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ABCA1 p.Arg230Cys 21315358:4:4
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5 Results: In individuals with the R230C/C230C genotypes (39.03 mg/dl (36.63-41.43)) lower HDL-C levels (p < 0.001) were observed compared to those with the R230R genotype (44.7 mg/dl (43.31-46.24)).
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ABCA1 p.Arg230Cys 21315358:5:33
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10 Conclusion: The non-synonymous Arg230Cys variant of ABCA1 is associated with low levels of HDL cholesterol levels in Mexican adults.
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18 This is the case for the non-synonymous Arg230Cys variant (R230C, rs9282541) of the ATP-binding cassette transporter A1 (ABCA1) gene in Amerindian populations.
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ABCA1 p.Arg230Cys 21315358:18:40
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25 The R230C variant was strongly associated with hypoalphalipoproteinemia in two different Mexican clinic-based cohorts [2,5].
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26 The R230C/C230C genotypes were significantly more frequent in the low HDL-C (≤10 percentile of the Mexican population) than in the high HDL-C group (≥90 percentile) (45% vs. 2.9%, p = 0.00006, p = 0.0005 after adjusting for admixture).
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ABCA1 p.Arg230Cys 21315358:26:4
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28 The R230C variant decreases the activity of the ABCA1 transporter in vitro by 30% [3].
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ABCA1 p.Arg230Cys 21315358:28:4
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31 In this report we extend our observations and confirm the association between the R230C variant of the ABCA1 and low HDL 0021-9150/$ - see front matter (c) 2011 Elsevier Ireland Ltd. All rights reserved.
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111 Discussion Our data confirms the association between the non-synonymous Arg230Cys variant (R230C, rs9282541) of the ATP-binding cassette transporter A1 gene and hypoalphalipoproteinemia.
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ABCA1 p.Arg230Cys 21315358:111:71
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130 The populations sampled have generally been com- Table 2 The effect of the R230C/C230C of ATP-binding cassette transporter A1 gene on the HDL cholesterol concentration is greater in males.
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ABCA1 p.Arg230Cys 21315358:130:75
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131 R230R R230C C230C Absolute difference between C230 and R230R Men HDL cholesterol 42.2(40.6-43.8) 34.8(30.8-38.8)* 31.6(20.6-42.6)* -7.50 ± 2.2* HDL cholesterol adjusted for body mass index 42.2(40.61-43.85) 34.8(30.9-38.7)* 31.4(20.3-42.5)* -7.46 ± 2.1* HDL cholesterol adjusted for waist circumference 42.1(40.5-43.8) 34.9(30.9-41.3)* 30.7(20.2-41.3)* -7.33 ± 2.1* HDL cholesterol adjusted for waist circumference and body mass index 42.1(40.5-43.8) 34.9(30.9-38.8)* 30.7(20.1-41.3)* -7.34 ± 2.1* Women HDL cholesterol 47.2(45.1-49.3) 42.8(41.2-44.3)* 40.9(37.2-44.6)* -4.64 ± 1.0* HDL cholesterol adjusted for body mass index 47.2(45.1-49.3) 42.8(41.2-44.3)* 40.9(37.2-44.6)* -4.61 ± 1.0* HDL cholesterol adjusted for waist circumference 46.8(44.7-48.9) 42.5(41.0-44.1)* 42.1(38.3-45.7)* -4.33 ± 1.0* HDL cholesterol adjusted for waist circumference and body mass index 46.8(44.7-48.9) 42.5(41.0-44.1)* 42.0(38.3-45.7)* -4.34 ± 1.0* Data are medians (95%CI) or medians ± standard error.
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132 * p-Value < 0.001 comparing R230C or C230C vs. R230R.
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139 The Arg230Cys variant of the ABCA1 is a population-specific allele that has been shown to be associated with low HDL cholesterol levels in three case/control studies [2,4] and in a genome wide association study [21].
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ABCA1 p.Arg230Cys 21315358:139:4
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144 The R230C variant decreases the activity of the ABCA1 transporter in vitro by 30%.
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146 In addition, the proportion of larger HDL-C particles is smaller and the proportion of smaller HDL-C particles increases in R230C/C230C compared to R230R individuals [6].
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ABCA1 p.Arg230Cys 21315358:146:124
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PMID: 21829447 [PubMed] Patel DC et al: "Type 2 diabetes is associated with reduced ATP-binding cassette transporter A1 gene expression, protein and function."
No. Sentence Comment
361 Villarreal-Molina MT, Flores-Dorantes MT, Rellano-Campos O, Villalobos- Comparan M, Rodriguez-Cruz M, et al. (2008) Association of the ATP-Binding Cassette Transporter A1 R230C Variant With Early-Onset Type 2 Diabetes in a Mexican Population.
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ABCA1 p.Arg230Cys 21829447:361:170
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PMID: 20797885 [PubMed] Guevara-Cruz M et al: "Increase in HDL-C concentration by a dietary portfolio with soy protein and soluble fiber is associated with the presence of the ABCA1R230C variant in hyperlipidemic Mexican subjects."
No. Sentence Comment
2 Low plasma high-density lipoprotein cholesterol (HDL-C) levels are the most common dyslipidemia in Mexican adults and are coupled with the presence of the ABCA1 R230C genotype.
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ABCA1 p.Arg230Cys 20797885:2:161
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6 Results: Hyperlipidemic subjects with the ABCA1 R230C genotype showed lower HDL-C concentrations at the beginning of the study and were better responders to the dietary treatment than subjects with the ABCA1 R230R genotype (+4.6% vs. +14.6%) (p=.05).
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7 According to gender and the presence of the R230C genotype, women responded more significantly to the dietary treatment, reflected by an increase of 21.9% in HDL concentration (p=.022), than women with R230R genotype who only experienced an increase of 2.7% in HDL-C concentration.
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9 Conclusion: Hyperlipidemic Mexican subjects with the ABCA1 R230C genotype showed lower HDL- concentrations and were better responders to dietary portfolio treatments for increasing HDL-C concentrations than subjects with the R230R genotype.
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18 A frequent cholesterol transporter ABCA1 gene variant (R230C) apparently exclusive to Native American individuals was associated with low HDL-C levels [2], obesity and type 2 diabetes in Mexican Mestizos.
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32 The high frequency of the ABCA1 R230C variant in the Mexican population has been suggested as a selective advantage.
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33 Thus, those individuals with the R230C variant probably had a selective advantage during periods of famine.
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34 However, R230C carriers currently exposed to an obesogenic environment may be prone to the development of diseases grouped under the metabolic syndrome.
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35 The thrifty genotype may predispose our population to respond in a different way to changes in lifestyle, including changes in diet, which would imply the need to establish strategies to treat dyslipidemias in subjects who are carriers of R230C variant compared with individuals homozygous for the wild type variant R230R.
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36 Therefore, the aim of this study was to assess the response of HDL-cholesterol concentration to a dietary portfolio consisting of soy protein and soluble fiber in a group of Mexican hyperlipidemic subjects with or without ABCA1(R230C, rs9282541) and R219K (rs2230806) polymorphisms and to evaluate its association with the dietary portfolio in responders and non-responders.
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62 [22] These two single-nucleotide polymorphisms (SNPs) of the gene ABCA1 (R230C variant (rs9282541) and R219K (rs2230806)) were determined using polymerase chain reaction (PCR)-based TaqMan allele discrimination assays (ABI Prism 7900HT Sequence Detection System; Applied Biosystems, Foster City, CA) [26].
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70 Results Genotype distribution (wild type allele homozygote, variant heterozygote, variant homozygote) for each polymorphism was as follows: R230C (31, 12, 0) and R219K (19, 21, 3).
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71 Allele frequencies (wild-type, variant) were for R230C (75.5%, 24.4%) and R219K (68.6%, 31.4%).
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73 ABCA1 R230C Hyperlipidemic subjects with the ABCA1 R230C variant produced an HDL-C percentage change between basal and final concentration significantly higher after the consumption of the dietary treatment (p=.05) than subjects with the R230R genotype, Table 1.
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ABCA1 p.Arg230Cys 20797885:73:6
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74 Interestingly, subjects with the R230C genotype showed lower basal HDL-C concentrations (36.8±1.3) than subjects with the R230 R (39.9±1.5) genotype.
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75 Hyperlipidemic subjects with the ABCA1 R230C genotype were better responders to the low saturated fat diet with respect to HDL-C (5% increase) than the wild type genotype subjects (0.65% increase).
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78 The percent change in HDL-C concentration in the wild type genotype after the dietary treatment was +4.6±2.3%, whereas in subjects with the R230C genotype was +14.6% (p=.05) (Fig. 1).
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79 According to gender and the presence of the R230C genotype, women responded more significantly to the dietary treatment, reflected by an increase of 21.9% in HDL concentration (p=.022), than women with the R230R genotype who only experienced an increase of 2.7% in HDL-C concentration (Fig. 2).
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87 The ABCA1 R230C variant is apparently exclusive to Native American individuals and is associated with low HDL-C concentrations [2], obesity [24] and type 2 diabetes in Mexican Mestizos [25].
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88 In view of the high frequency of this variant (12%) in Native American populations [2], hyperlipidemic subjects in this study were evaluated with respect to the presence of the ABCA1 R230C variant.
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89 Interestingly, hyper-responders to the low saturated fat diet and the dietary portfolio with respect to HDL concentrations were subjects who Table 1 Serum lipids in hyperlipidemic subjects after 1 month with LSF diet and after 1 or 2 months of LSF diet and 25 g of soy protein and 15 g of soluble fiber (SSF) according to the ABCA1 R230C.
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90 BASAL 1st month LSFD 2nd month LSFD+SSF 3rd month LSF+SSF Percentage of change after 3 months of treatment p Total colesterol (mg/dl) R230R 281.4±8.4a 260.3±8.2 b 226.5±6.4 c 222.0±6.2 c -20.2±2.0 .69 R230C 287.8±16.9 a 275.1±19.9 a,b 248.5±15.9 a,b 232.5±13.8 b -18.7±2.8 Triglycerides (mg/dl) R230R 303.6±16.4 a 284.7±21.9 a 159.5±10.8 b 171.0±10.9 b -39.6 1;4.3 .41 R230C 288.5±23.4 a 298.3±33.2 a 187.6±21.7 b 198.0±27.1 b -32.8±6.9 HDL Cholesterol (mg/dl) R230R 39.9±1.5 39.9±11.4 40.8±1.4 41.3&#xb1;1.4 +4.6±2.3 .05 R230C 36.8±1.3 38.8±1.9 39.2±1.9 42.1±2.6 +14.6±5.6 LDL Cholesterol (mg/dl) R230R 180.7±9.6 a 163.4±10.4 a,b 153.7±7.4 b 146.4&#xb1;7.9 b -17.5±3.3 .46 R230C 193.2±16.9 176.7±21.1 171.7±18.0 150.7±16.2 -22.1±5.3 Values are mean±SEM. Differences between the basal and final parameters were evaluated by one-way ANOVA and differences between genotypes and percentage change after treatment were tested with an independent sample Student's t-test.
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ABCA1 p.Arg230Cys 20797885:90:221
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94 Change from baseline in plasma HDL-cholesterol concentration in 43 hyperlipidemic participants divided according to ABCA-1 R230R or R230C genotypes who underwent 1 month of low saturated fat dietary (LSF) treatment, followed by 2 months of LSF with the addition of 25 g of soy protein and 15 g of soluble fiber.
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96 The p=0.05 value indicates the difference between percentage of change in HDL-C concentration after 3 months of dietary treatment in subjects with R230C genotype.
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ABCA1 p.Arg230Cys 20797885:96:147
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98 Change from baseline in plasma HDL-cholesterol concentration in 23 hyperlipidemic women divided according to ABCA-1 R230R or R230C genotypes who underwent one month of low saturated fat dietary (LSF) treatment, followed by 2 months of LSF with the addition of 25 g of soy protein and 15 g of soluble fiber.
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ABCA1 p.Arg230Cys 20797885:98:125
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99 The p=0.02 value indicates the difference between percentage of change in HDL-C concentration after 3 month of dietary treatment in subjects with R230C genotype.
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100 presented the ABCA1 R230C genotype.
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101 As can be seen in Fig. 1, subjects with the ABCA1 R230C genotype showed lower HDL- concentrations at the beginning of the study and were better responders to dietary treatments than subjects with the R230R genotype.
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102 It has been reported that pharmacological treatment with fenofibrate increased HDL-C by 10% in 228 hyperlipidemic subjects [26], whereas dietary treatment with this specific dietary portfolio increased HDL-C concentration by 14.6% in the 43 patients with hyperlipidemia and 22% in women with the R230C genotype.
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104 The possible mechanism by which soy protein increases HDL-C concentration in R230C carriers is not clear.
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112 In Mexico, approximately 3.7 million adults with low HDL-C concentrations and the ABCA1 R230C variant can benefit from the consumption of a specific dietary portfolio.
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PMID: 20427018 [PubMed] Flores-Dorantes T et al: "Association of R230C ABCA1 gene variant with low HDL-C levels and abnormal HDL subclass distribution in Mexican school-aged children."
No. Sentence Comment
0 Association of R230C ABCA1 gene variant with low HDL-C levels and abnormal HDL subclass distribution in Mexican school-aged children Teresa Flores-Dorantes a , Olimpia Arellano-Campos b , Rosalinda Posadas-Sánchez c , Teresa Villarreal-Molina a , Aida Medina-Urrutia c , Sandra Romero-Hidalgo d , Petra Yescas-Gómez e , Oscar Pérez-Méndez f , Esteban Jorge-Galarza c , Teresa Tusié-Luna a , Marisela Villalobos-Comparán a , Leonor Jacobo-Albavera a , Hugo Villamil-Ramírez a , Blanca E. López-Contreras a , Carlos A. Aguilar-Salinas b , Carlos Posadas-Romero c , Samuel Canizales-Quinteros a, ⁎ a Unit of Molecular Biology and Genomic Medicine, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán (INCMNSZ), Universidad Nacional Autónoma de México (UNAM), Mexico City, Mexico b Department of Endocrinology and Metabolism, INCMNSZ, Mexico City, Mexico c Department of Endocrinology, Instituto Nacional de Cardiología Ignacio Chávez (INCICh), Mexico City, Mexico d Department of Computational Genomics, Instituto Nacional de Medicina Genómica, Mexico City, Mexico e Deparment of Neurogenetics, Instituto Nacional de Neurología, Mexico City, Mexico f Department of Molecular Biology, INCICh, Mexico City, Mexico a b s t r a c ta r t i c l e i n f o Article history: Received 26 October 2009 Received in revised form 20 April 2010 Accepted 21 April 2010 Available online 26 April 2010 Keywords: ABCA1 R230C variant HDL-cholesterol HDL subclasses Mexican children Background: The effect of ABCA1 genetic variation on HDL-C levels has been widely documented, although studies in children are scarce.
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1 We recently found a frequent non-synonymous ABCA1 variant (R230C) exclusive to populations with Native American ancestry, associated with low HDL-C levels and other metabolic traits in adults.
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2 Methods: We genotyped R230C variant in 1253 healthy unrelated Mexican school-aged children aged 6-15 years (595 boys and 658 girls) to seek associations with HDL-C levels and other metabolic traits.
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5 HDL size was smaller in R230C heterozygotes as compared to R230R homozygotes (Pb0.05).
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6 Moreover, the proportion of HDL2b was lower, while the proportion of HDL3a and HDL3b particles was higher in R230C heterozygous and/or C230C homozygous individuals as compared to R230R homozygotes (Pb0.05).
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7 Conclusions: Our data suggest that the R230C ABCA1 gene variant plays an important role in HDL-C level regulation and HDL subclass distribution in healthy Mexican school-aged children.
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19 We recently found a frequent non-synonymous ABCA1 variant (R230C, rs9282541) exclusive to populations with Native American ancestry, associated with low HDL-C levels, and Clinica Chimica Acta 411 (2010) 1214-1217 ⁎ Corresponding author.
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25 We thus analyzed the possible effect of the R230C ABCA1 gene variant on HDL-C levels, HDL subclasses and other metabolic traits in healthy Mexican school-aged children.
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48 HDL subclass distribution analysis HDL subclass distribution was analyzed as described by Medina-Urrutia et al. [26] and compared in different R230C genotypes in a subgroup of 81 school-aged children matched by age, gender and BMI (32 R230R homozygotes, 32 R230C heterozygotes and the 17 available C230C homozygotes).
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ABCA1 p.Arg230Cys 20427018:48:143
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56 R230C genotyping The R230C variant (rs9282541) was genotyped using TaqMan assays (ABI Prism 7900HT Sequence Detection System; Applied Biosystems, Foster City, CA).
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ABCA1 p.Arg230Cys 20427018:56:0
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62 Differences in anthropometric and biochemical parameters according to R230C genotype were analyzed by multiple linear regression analyses, and logistic regression analysis was used to test for association with hypoalphalipoproteinemia, adjusting for age, sex, BMI and Tanner score when appropriate (SPSS ver10.0, Chicago, IL).
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70 Moreover, C230C and R230C genotypes were significantly more frequent in individuals with hypoalphalipoproteinemia (35 and 24.9%, respectively) than in those with HDL-C levels N35 mg/dl (12.6%, OR 2.19, 95% CI 1.60-2.99, P=9.4×10-7 ).
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71 Analysis according to gender showed that the effect of R230C on HDL-C levels and hypoalphalipoproteinemia was highly significant in both boys and girls.
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75 The R230C allele was associated with significantly lower HDL-C levels in pubertal children (45.6±10.9 vs. 41.3±10.9 mg/dl for R230R and R230C/C230C genotypes respectively; P=3.7×10-6 ).
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ABCA1 p.Arg230Cys 20427018:75:4
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76 The same tendency was observed in prepubertal children with marginal significance (48.3±10.6 vs. 45.8±10.4 mg/dl for R230R and R230C/C230C genotypes respectively; P=0.077).
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77 HDL subclass distribution differed according to R230C genotypes in 81 school-aged children matched by age, gender and BMI (Table 3).
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79 HDL-C levels were significantly lower in individuals with heterozygous R230C and homozygous C230C genotypes as compared to those with the R230R homozygous genotype (Pb0.05 for both comparisons).
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ABCA1 p.Arg230Cys 20427018:79:71
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80 Moreover, significant differences were observed between the proportion of HDL2b, HDL3a and HDL3b particles and the R230C variant (P=0.002, 0.004 and 0.029, respectively).
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ABCA1 p.Arg230Cys 20427018:80:48
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81 Overall, the proportion of large HDL particles decreased while the proportion of small HDL particles increased in individuals with R230C heterozygous and C230C homozygous genotypes as compared to those with the R230R homozygous genotype (Table 3).
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ABCA1 p.Arg230Cys 20427018:81:131
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82 In addition, the R230C variant was associated with the mean HDL particle size (P=0.014).
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ABCA1 p.Arg230Cys 20427018:82:17
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83 In agreement with the shift toward small HDL particles, mean HDL particle size was significantly smaller in R230C heterozygotes as compared to R230R homozygotes (Pb0.05), and although homozygous C230C subjects showed smaller HDL particles, the difference with R230R homozygotes did not reach statistical significance.
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ABCA1 p.Arg230Cys 20427018:83:108
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93 The only currently identified functional gene variant exclusive and common to Native American populations throughout the Americas is R230C/ABCA1 [35].
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94 The association of R230C with low HDL-C levels and hypoalphalipoproteinemia was highly significant while its association with BMI was marginal,inagreementwithpreviousobservationsinMexicanadults[21].
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95 However, although a differential effect of some ABCA1 gene polymorphisms according to gender has been previously reported in adults [36], the effect of R230C was independent of gender in Mexican school-aged children.
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98 R230C was associated with lower HDL-C levels in both pubertal and prepubertal children, although only with marginal significance in the latter group probably because of the reduced sample size.
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ABCA1 p.Arg230Cys 20427018:98:0
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99 Thus, the effect of R230C on HDL-C levels is observed since childhood both in boys and girls.
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100 R230C affected HDL particle size distribution independently of age, gender and BMI, as the proportion of large HDL particles decreased and the proportion of small HDL particles increased in C230 carriers.
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104 Although Table 2 Clinical and biochemical parameters according to R230C ABCA1 genotypes in Mexican school-aged children, and stratified by gender. Characteristic R230R R230C C230C Pa Total subjects (%) n=1012 (80.8) n=221 (17.6) n=20 (1.6) Age (years) 11.5±2.4 11.2±2.4 11.6±2.0 NS BMI (kg/m2 ) 21.4±4.4 21.8±4.9 22.5±4.5 0.049 BMI z-score 0.88±0.95 1.02 ± 0.88 1.10±0.98 0.032 FM (%) (n=596) 30.6±10.8 32.1±11.7 35.9±12.9 0.039 TC (mg/dl) 160.5±31.1 157.6±28.1 149.1±36.5 0.019 TG (mg/dl) 114.9±77.6 108.6±52.9 95.1±36.7 NS HDL-C (mg/dl) 46.4±10.9 42.9±11.0 38.2±9.4 2.9×10-8 TC/HDL-C ratio 3.62±1.05 3.87±1.08 4.19±1.12 0.001 HA (%) 12.6 24.9 35.0 9.4×10-7b Boys (%) n=471 (79.2) n=112 (18.8) n=12 (2.0) Age (years) 11.5±2.4 11.2±2.3 11.6±2.3 NS BMI (kg/m2 ) 21.3±4.7 22.1±5.6 21.7±3.8 NS BMI z-score 0.87±1.02 1.05±0.96 1.0±0.98 NS FM (%) (n=287) 29.1±11.9 31.9±13.7 35.2±14.2 0.024 TC (mg/dl) 158.5±30.5 157.9±30.2 150.1±3.8 NS TG (mg/dl) 111.8±85.0 111.5±58.4 92.8±42.2 NS HDL-C (mg/dl) 46.1±11.0 42.8±10.7 38.3±10.9 6.9×10-5 TC/HDL-C ratio 3.61±1.07 3.87±1.09 4.33±1.26 0.007 HA (%) 12.5 22.3 33.3 0.001b Girls (%) n=541 (82.2) n=109 (16.6) n=8 (1.2) Age (years) 11.6±2.4 11.3±2.4 11.7±1.5 NS BMI (kg/m2 ) 21.6±4.4 21.7±4.0 24.5±5.7 NS BMI z-score 0.89±0.88 0.99±0.78 1.30±1.04 NS FM (%) (n=309) 32.0±9.6 32.3±9.4 37.2±11.6 NS TC (mg/dl) 162.2±31.6 157.3±25.9 146.8±25.3 0.020 TG (mg/dl) 117.9±70.7 105.8±47.0 100.5±20.6 NS HDL-C (mg/dl) 46.6±10.8 43.1±11.5 37.8±4.7 1.1×10-4 TC/HDL-C ratio 3.64±1.03 3.87±1.07 3.93±0.816 NS HA (%) 12.6 27.5 37.5 1.8×10-4b Data are the means±SD or n (%).
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ABCA1 p.Arg230Cys 20427018:104:66
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107 Table 3 HDL size and subclass distribution according to R230C ABCA1 genotype groups.
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108 R230R n=32 R230C n=32 C230C n=17 P-value Age (years) 12.2±1.5 12.2±1.6 11.8±2.0 NS BMI (kg/m²) 23.8±5.5 24.2±6.3 23.0±4.6 NS BMI z-score 1.17±1.01 1.18±0.98 1.15±1.00 NS HDL-C (mg/dl) 48.6±11.0 42.2±11.8 39.4±9.2 0.011a,b HDL2b (%) 13.0±3.6 10.9±2.8 9.8±2.8 0.002a,b HDL2a (%) 21.1±3.5 19.7±3.3 19.9±3.2 NS HDL3a (%) 27.2±1.9 28.3±2.0 29.2±2.1 0.004b HDL3b (%) 23.4±2.6 24.8±2.5 25.0±2.0 0.029 HDL3c (%) 15.2±3.7 16.3±3.8 16.2±4.8 NS HDL size (nm) 8.77±0.17 8.65±0.16 8.64±0.16 0.014a Data are the means±SD or n (%).
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111 a Pb0.05 after Scheffé post hoc test comparing R230R vs. R230C.
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ABCA1 p.Arg230Cys 20427018:111:11
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115 Although the association of obesity and insulin resistance with smaller HDL particles has been attributed to increased fractional clearance of HDL secondary to depletion of its cholesterol [44,45], in the present study the association of R230C with smaller HDL particles was independent of BMI.
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118 In conclusion, our data suggest that the R230C ABCA1 gene variant plays an important role in HDL-C level regulation and HDL subclass distribution in healthy Mexican school-aged children.
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ABCA1 p.Arg230Cys 20427018:118:41
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72 Analysis according to gender showed that the effect of R230C on HDL-C levels and hypoalphalipoproteinemia was highly significant in both boys and girls.
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78 The R230C allele was associated with significantly lower HDL-C levels in pubertal children (45.6&#b1;10.9 vs. 41.3&#b1;10.9 mg/dl for R230R and R230C/C230C genotypes respectively; P=3.7&#d7;10-6 ).
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ABCA1 p.Arg230Cys 20427018:78:4
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84 Overall, the proportion of large HDL particles decreased while the proportion of small HDL particles increased in individuals with R230C heterozygous and C230C homozygous genotypes as compared to those with the R230R homozygous genotype (Table 3).
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ABCA1 p.Arg230Cys 20427018:84:131
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85 In addition, the R230C variant was associated with the mean HDL particle size (P=0.014).
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86 In agreement with the shift toward small HDL particles, mean HDL particle size was significantly smaller in R230C heterozygotes as compared to R230R homozygotes (Pb0.05), and although homozygous C230C subjects showed smaller HDL particles, the difference with R230R homozygotes did not reach statistical significance.
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ABCA1 p.Arg230Cys 20427018:86:108
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96 The only currently identified functional gene variant exclusive and common to Native American populations throughout the Americas is R230C/ABCA1 [35].
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ABCA1 p.Arg230Cys 20427018:96:133
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97 The association of R230C with low HDL-C levels and hypoalphalipoproteinemia was highly significant while its association with BMI was marginal,inagreementwithpreviousobservationsinMexicanadults[21].
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ABCA1 p.Arg230Cys 20427018:97:19
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101 R230C was associated with lower HDL-C levels in both pubertal and prepubertal children, although only with marginal significance in the latter group probably because of the reduced sample size.
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ABCA1 p.Arg230Cys 20427018:101:0
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102 Thus, the effect of R230C on HDL-C levels is observed since childhood both in boys and girls.
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ABCA1 p.Arg230Cys 20427018:102:20
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103 R230C affected HDL particle size distribution independently of age, gender and BMI, as the proportion of large HDL particles decreased and the proportion of small HDL particles increased in C230 carriers.
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ABCA1 p.Arg230Cys 20427018:103:0
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110 Table 3 HDL size and subclass distribution according to R230C ABCA1 genotype groups.
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ABCA1 p.Arg230Cys 20427018:110:56
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114 a Pb0.05 after Scheff&#e9; post hoc test comparing R230R vs. R230C.
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ABCA1 p.Arg230Cys 20427018:114:61
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121 In conclusion, our data suggest that the R230C ABCA1 gene variant plays an important role in HDL-C level regulation and HDL subclass distribution in healthy Mexican school-aged children.
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PMID: 20418488 [PubMed] Acuna-Alonzo V et al: "A functional ABCA1 gene variant is associated with low HDL-cholesterol levels and shows evidence of positive selection in Native Americans."
No. Sentence Comment
6 A frequent cholesterol transporter ABCA1 (ATP-binding cassette transporter A1) gene variant (R230C, rs9282541) apparently exclusive to Native American individuals was associated with low high-density lipoprotein cholesterol (HDL-C) levels, obesity and type 2 diabetes in Mexican Mestizos.
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ABCA1 p.Arg230Cys 20418488:6:93
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15 We recently found a frequent non-synonymous variant (R230C, rs9282541) within the ATP-binding cassette transporter A1 gene (ABCA1) associated with low high-density lipoprotein cholesterol (HDL-C) levels (the most common dyslipidemia in populations with Native American ancestry), obesity and T2D in Mexican Mestizos (4,5).
X
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17 The R230C variant was initially described in the Oji-Cree population (8).
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ABCA1 p.Arg230Cys 20418488:17:4
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20 Because it was previously suggested that R230C may have conferred selective advantage as a thrifty gene and/or resistance against certain infectious diseases (4), we performed a more thorough analysis seeking evidence of positive selection.
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ABCA1 p.Arg230Cys 20418488:20:4
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ABCA1 p.Arg230Cys 20418488:20:41
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34 Furthermore, in Native Americans from the Human Genome Diversity Panel (HGDP) (R230C genotypes not available), the ABCA1 5' region ( 75 kb upstream R230C) was clearly enriched for outliers of the integrated haplotype score (iHS) statistic genome-wide distribution (iHS .
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ABCA1 p.Arg230Cys 20418488:34:79
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ABCA1 p.Arg230Cys 20418488:34:148
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37 Association of R230C with HDL-C levels and other metabolic traits Overall, the prevalence of hypoalphalipoproteinemia (HA) was the most common dyslipidemia (65% in Mexican and South American natives; Supplementary Material, Table S4).
X
ABCA1 p.Arg230Cys 20418488:37:15
status: NEW
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ABCA1 p.Arg230Cys 20418488:37:79
status: NEW
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ABCA1 p.Arg230Cys 20418488:37:148
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38 Table 1 shows the effect of R230C on HDL-C and total cholesterol levels and body mass index (BMI).
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ABCA1 p.Arg230Cys 20418488:38:28
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39 The R230C/C230C genotypes were significantly associated with low HDL-C levels in Pimas (P ¼ 6.4 × 1025 ) and in the combined analysis of eight Mexican native groups (P ¼ 5.3 × 1028 ).
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ABCA1 p.Arg230Cys 20418488:39:4
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50 The R230C variant occurred on haplogroup B characterized by the ancestral R219 allele, which is frequent in Europe, Asia and America but infrequent in African populations.
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ABCA1 p.Arg230Cys 20418488:50:4
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53 EHH and REHH of ABCA1/R230C and 23 additional SNPs × physical distance in Native American individuals.
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ABCA1 p.Arg230Cys 20418488:53:4
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ABCA1 p.Arg230Cys 20418488:53:22
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58 Interestingly, differences in the effect of R230C on lipid profiles were observed in some Native American populations.
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ABCA1 p.Arg230Cys 20418488:58:44
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59 R230C was strongly associated with low total cholesterol and triglyceride levels in Pimas (P ¼ 1.8 × 1027 and P ¼ 7.0 × 1024 , respectively) and Mayans (P ¼ 0.004 and 0.010, respectively).
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ABCA1 p.Arg230Cys 20418488:59:0
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65 Association of R230C with lipid levels and BMI in Native American populations Native American population (n) HDL-C levels Total cholesterol BMI Effect (SE) P-value Effect (SE) P-value Effect (SE) P-value North America USA Pima (2563)a 20.075 (0.019) 6.4 × 1025 20.071 (0.014) 1.8 × 1027 0.008 (0.015) 0.586 Mexico Yaquis (45) - - - - 0.044 (0.018) 0.012 Teenek (67) 20.051 (0.026) 0.057 20.010 (0.024) 0.671 0.001 (0.016) 0.978 Coras (123) 20.033 (0.014) 0.021 20.006 (0.013) 0.681 0.032 (0.011) 0.006 Purepechas (15) 20.040 (0.074) 0.603 20.048 (0.046) 0.333 0.034 (0.019) 0.097 Mazahuas (83) 20.039 (0.036) 0.281 20.031 (0.041) 0.444 0.006 (0.019) 0.758 Nahuas (267) 20.040 (0.014) 0.014 20.014 (0.020) 0.470 20.004 (0.008) 0.617 Totonacas (113) 20.028 (0.021) 0.180 20.031 (0.015) 0.042 0.022 (0.013) 0.085 Zapotecs (106) 20.047 (0.022) 0.038 0.007 (0.019) 0.723 0.007 (0.013) 0.605 Mayans (110) 20.040 (0.017) 0.023 20.043 (0.015) 0.004 20.007 (0.013) 0.554 Mexican natives combined 20.038 (0.007) 5.3 × 1028 20.019 (0.007) 0.027 0.010 (0.004) 0.012 South America Kichwas (79) 20.043 (0.030) 0.153 20.005 (0.020) 0.791 0.024 (0.012) 0.050 Parkateje´ (78) 20.029 (0.026) 0.270 20.002 (0.030) 0.945 0.046 (0.012) 0.0003 All Native Americans combined 20.042 (0.006) 1.77 × 10211 20.021 (0.006) 7.15 × 1025 0.011 (0.003) 0.0001 Effect values are presented as effect size per C230 allele copy, standard error (SE).
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ABCA1 p.Arg230Cys 20418488:65:15
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71 Sequencing and in vitro functional analysis To rule out the presence of another possible causal variant in LD with C230, all 50 exons and the promoter region of ABCA1 were sequenced in a limited number of individuals (2 of each genotype); however, no promoter or coding variant in LD with R230C was found.
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ABCA1 p.Arg230Cys 20418488:71:289
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75 DISCUSSION R230C, a private allele to the Americas The R230C allele first identified in Oji-Crees and Mexican Mestizos was found in most Amerindian groups throughout the Americas, but not in any ethnic group from other continents (4,8).
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ABCA1 p.Arg230Cys 20418488:75:11
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81 It is noteworthy that D9S1120 and R230C (ABCA1) are both located on chromosome 9q, although separated by a 19 Mb distance.
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ABCA1 p.Arg230Cys 20418488:81:34
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87 Evidence suggesting R230C underwent positive selection Understanding the impact of natural selection acting on particular genes in human populations can provide insights into the genetic etiology of human disease.
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ABCA1 p.Arg230Cys 20418488:87:20
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89 The results of the REHH and iHS analyses for the ABCA1 gene region in Native Americans are not compatible with a simple neutral evolutionary model, but are consistent with the hypothesis that the R230C variant resides on a haplotype which is the target of an ongoing directional selective sweep.
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ABCA1 p.Arg230Cys 20418488:89:20
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ABCA1 p.Arg230Cys 20418488:89:196
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90 It must be acknowledged, however, that with the currently available genotyping data, it is not possible to define whether the R230C haplotype is also responsible for the signal resulting from the iHS test.
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ABCA1 p.Arg230Cys 20418488:90:126
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92 In the context of Neel`s hypothesis (24), R230C carriers could have had a selective advantage.
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ABCA1 p.Arg230Cys 20418488:92:42
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ABCA1 p.Arg230Cys 20418488:92:126
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95 However, under current westernized lifestyle changes, this allele may have become a major susceptibility allele for low HDL-C levels and other metabolic traits, which is consistent with the association of the R230C variant with higher BMI in Native American populations, and with obesity, T2D and metabolic syndrome in Mexican Mestizos (4,5).
X
ABCA1 p.Arg230Cys 20418488:95:209
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98 Functional characterization of the ABCA1/R230C variant by lipid efflux assay.
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ABCA1 p.Arg230Cys 20418488:98:41
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99 (A) Polyclonal stable cell lines expressing the ABCA1 wild-type (WT), variant R230C and mutant M1091T (known defective in lipid efflux) were generated, and efflux activity for cholesterol was performed as described in Materials and Methods.
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ABCA1 p.Arg230Cys 20418488:99:78
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103 (B) The expression of WT, variant R230C and mutant M1091T ABCA1 protein in Flp-In cells was assessed by western immunoblotting.
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ABCA1 p.Arg230Cys 20418488:103:34
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108 Association of R230C with HDL-C levels and other metabolic traits Overall, the prevalence of low HDL-C levels was not only higher in Native Americans than in European, Asian and African individuals (3), but also the most common dyslipidemia (65% in Mexican and South American natives).
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ABCA1 p.Arg230Cys 20418488:108:15
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110 R230C/C230C genotypes were strongly associated with low HDL-C levels in Native American rural populations, Pimas and urban Mexican Mestizos (4,9).
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ABCA1 p.Arg230Cys 20418488:110:0
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ABCA1 p.Arg230Cys 20418488:110:15
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112 This is consistent with both in silico (PANTHER subPSEC score 24.27) and in vitro evidence confirming that the R230C variant is functional (27% decrease in cholesterol efflux) (22).
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ABCA1 p.Arg230Cys 20418488:112:0
status: NEW
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ABCA1 p.Arg230Cys 20418488:112:111
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117 Moreover, a gender effect was observed, as the association of R230C with higher BMI was more significant in males.
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ABCA1 p.Arg230Cys 20418488:117:62
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119 Further studies are required to confirm the role of R230C in these metabolic and other fat storage-related traits such as non-alcoholic fatty liver disease, which is highly prevalent in Hispanic populations (34,35).
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ABCA1 p.Arg230Cys 20418488:119:52
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ABCA1 p.Arg230Cys 20418488:119:62
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122 Interestingly, the R230C was only marginally associated with T2D in Pimas (P ¼ 0.06) despite the large sample size and the previous finding that HDL-C concentrations in non-diabetic Pima Indian women were negatively associated with the development of T2D (36).
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ABCA1 p.Arg230Cys 20418488:122:19
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124 The highly significant association of R230C with reduced total cholesterol and triglyceride serum levels observed in Pimas may be one of the factors explaining this marginal association.
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ABCA1 p.Arg230Cys 20418488:124:19
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ABCA1 p.Arg230Cys 20418488:124:38
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125 The role of R230C as a risk allele for T2D in Mexican native groups and its interaction with environmental factors requires further analysis.
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127 We present several lines of evidence in favor of positive selection for the R230C allele possibly contributing to the adaptive evolution of Native American populations and providing insight into the genetic etiology of currently prevalent metabolic disease.
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ABCA1 p.Arg230Cys 20418488:127:12
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ABCA1 p.Arg230Cys 20418488:127:76
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140 The 50 exons and proximal promoter region of the 2882 ABCA1 gene were amplified in samples from six individuals (two R230R, two R230C and two C230C) as described previously (8).
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ABCA1 p.Arg230Cys 20418488:140:129
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142 SNP genotyping The R230C variant and 23 SNPs spanning an 800 kb region were genotyped using TaqMan assays (ABI Prism 7900HT Sequence Detection System; Applied Biosystems).
X
ABCA1 p.Arg230Cys 20418488:142:19
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ABCA1 p.Arg230Cys 20418488:142:125
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147 Generation of R230C variant constructs and cell lines Polyclonal stable cell lines expressing the ABCA1 R230C variant were generated using the Flp-In system (Invitrogen, Carlsbad, CA, USA) as described previously (42).
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ABCA1 p.Arg230Cys 20418488:147:14
status: NEW
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ABCA1 p.Arg230Cys 20418488:147:104
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149 Briefly, the R230C variant was generated by PCR-based site-directed mutagenesis using the primers 230F,5' -GAGCGAGTACTT TGTTCCAACATG and 230R,5' -CATGTTGGAACAAAGT ACTCGCTC and cloned into pcDNA5/FRT (Invitrogen).
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ABCA1 p.Arg230Cys 20418488:149:13
status: NEW
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ABCA1 p.Arg230Cys 20418488:149:14
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151 The M1091T ABCA1 mutation previously identified in Tangier patients was used as control (32).
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ABCA1 p.Arg230Cys 20418488:151:13
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169 The LRH test was applied to examine the decay of LD (Sweep software) (48) within an 800 kb region flanking R230C using data obtained from the 20 Native American trios described earlier.
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ABCA1 p.Arg230Cys 20418488:169:107
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177 Associations of R230C genotypes with HDL-C and other metabolic traits were tested using linear regression models (assuming an additive model) adjusting for covariates including age, sex and BMI (SPSS, version 15.0, statistical package; Chicago, IL, USA).
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9 A frequent cholesterol transporter ABCA1 (ATP-binding cassette transporter A1) gene variant (R230C, rs9282541) apparently exclusive to Native American individuals was associated with low high-density lipoprotein cholesterol (HDL-C) levels, obesity and type 2 diabetes in Mexican Mestizos.
X
ABCA1 p.Arg230Cys 20418488:9:93
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18 We recently found a frequent non-synonymous variant (R230C, rs9282541) within the ATP-binding cassette transporter A1 gene (ABCA1) associated with low high-density lipoprotein cholesterol (HDL-C) levels (the most common dyslipidemia in populations with Native American ancestry), obesity and T2D in Mexican Mestizos (4,5).
X
ABCA1 p.Arg230Cys 20418488:18:53
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23 Because it was previously suggested that R230C may have conferred selective advantage as a thrifty gene and/or resistance against certain infectious diseases (4), we performed a more thorough analysis seeking evidence of positive selection.
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ABCA1 p.Arg230Cys 20418488:23:41
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40 Association of R230C with HDL-C levels and other metabolic traits Overall, the prevalence of hypoalphalipoproteinemia (HA) was the most common dyslipidemia (65% in Mexican and South American natives; Supplementary Material, Table S4).
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ABCA1 p.Arg230Cys 20418488:40:15
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41 Table 1 shows the effect of R230C on HDL-C and total cholesterol levels and body mass index (BMI).
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42 The R230C/C230C genotypes were significantly associated with low HDL-C levels in Pimas (P &#bc; 6.4 &#d7; 1025 ) and in the combined analysis of eight Mexican native groups (P &#bc; 5.3 &#d7; 1028 ).
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ABCA1 p.Arg230Cys 20418488:42:4
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56 EHH and REHH of ABCA1/R230C and 23 additional SNPs &#d7; physical distance in Native American individuals.
X
ABCA1 p.Arg230Cys 20418488:56:22
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61 Interestingly, differences in the effect of R230C on lipid profiles were observed in some Native American populations.
X
ABCA1 p.Arg230Cys 20418488:61:44
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62 R230C was strongly associated with low total cholesterol and triglyceride levels in Pimas (P &#bc; 1.8 &#d7; 1027 and P &#bc; 7.0 &#d7; 1024 , respectively) and Mayans (P &#bc; 0.004 and 0.010, respectively).
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ABCA1 p.Arg230Cys 20418488:62:0
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68 Association of R230C with lipid levels and BMI in Native American populations Native American population (n) HDL-C levels Total cholesterol BMI Effect (SE) P-value Effect (SE) P-value Effect (SE) P-value North America USA Pima (2563)a 20.075 (0.019) 6.4 &#d7; 1025 20.071 (0.014) 1.8 &#d7; 1027 0.008 (0.015) 0.586 Mexico Yaquis (45) - - - - 0.044 (0.018) 0.012 Teenek (67) 20.051 (0.026) 0.057 20.010 (0.024) 0.671 0.001 (0.016) 0.978 Coras (123) 20.033 (0.014) 0.021 20.006 (0.013) 0.681 0.032 (0.011) 0.006 Purepechas (15) 20.040 (0.074) 0.603 20.048 (0.046) 0.333 0.034 (0.019) 0.097 Mazahuas (83) 20.039 (0.036) 0.281 20.031 (0.041) 0.444 0.006 (0.019) 0.758 Nahuas (267) 20.040 (0.014) 0.014 20.014 (0.020) 0.470 20.004 (0.008) 0.617 Totonacas (113) 20.028 (0.021) 0.180 20.031 (0.015) 0.042 0.022 (0.013) 0.085 Zapotecs (106) 20.047 (0.022) 0.038 0.007 (0.019) 0.723 0.007 (0.013) 0.605 Mayans (110) 20.040 (0.017) 0.023 20.043 (0.015) 0.004 20.007 (0.013) 0.554 Mexican natives combined 20.038 (0.007) 5.3 &#d7; 1028 20.019 (0.007) 0.027 0.010 (0.004) 0.012 South America Kichwas (79) 20.043 (0.030) 0.153 20.005 (0.020) 0.791 0.024 (0.012) 0.050 Parkateje &#b4; (78) 20.029 (0.026) 0.270 20.002 (0.030) 0.945 0.046 (0.012) 0.0003 All Native Americans combined 20.042 (0.006) 1.77 &#d7; 10211 20.021 (0.006) 7.15 &#d7; 1025 0.011 (0.003) 0.0001 Effect values are presented as effect size per C230 allele copy, standard error (SE).
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ABCA1 p.Arg230Cys 20418488:68:15
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73 Sequencing and in vitro functional analysis To rule out the presence of another possible causal variant in LD with C230, all 50 exons and the promoter region of ABCA1 were sequenced in a limited number of individuals (2 of each genotype); however, no promoter or coding variant in LD with R230C was found.
X
ABCA1 p.Arg230Cys 20418488:73:289
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77 DISCUSSION R230C, a private allele to the Americas The R230C allele first identified in Oji-Crees and Mexican Mestizos was found in most Amerindian groups throughout the Americas, but not in any ethnic group from other continents (4,8).
X
ABCA1 p.Arg230Cys 20418488:77:11
status: NEW
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83 It is noteworthy that D9S1120 and R230C (ABCA1) are both located on chromosome 9q, although separated by a 19 Mb distance.
X
ABCA1 p.Arg230Cys 20418488:83:34
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91 The results of the REHH and iHS analyses for the ABCA1 gene region in Native Americans are not compatible with a simple neutral evolutionary model, but are consistent with the hypothesis that the R230C variant resides on a haplotype which is the target of an ongoing directional selective sweep.
X
ABCA1 p.Arg230Cys 20418488:91:196
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94 In the context of Neel`s hypothesis (24), R230C carriers could have had a selective advantage.
X
ABCA1 p.Arg230Cys 20418488:94:42
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97 However, under current westernized lifestyle changes, this allele may have become a major susceptibility allele for low HDL-C levels and other metabolic traits, which is consistent with the association of the R230C variant with higher BMI in Native American populations, and with obesity, T2D and metabolic syndrome in Mexican Mestizos (4,5).
X
ABCA1 p.Arg230Cys 20418488:97:209
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100 Functional characterization of the ABCA1/R230C variant by lipid efflux assay.
X
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101 (A) Polyclonal stable cell lines expressing the ABCA1 wild-type (WT), variant R230C and mutant M1091T (known defective in lipid efflux) were generated, and efflux activity for cholesterol was performed as described in Materials and Methods.
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105 (B) The expression of WT, variant R230C and mutant M1091T ABCA1 protein in Flp-In cells was assessed by western immunoblotting.
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114 This is consistent with both in silico (PANTHER subPSEC score 24.27) and in vitro evidence confirming that the R230C variant is functional (27% decrease in cholesterol efflux) (22).
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ABCA1 p.Arg230Cys 20418488:114:111
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121 Further studies are required to confirm the role of R230C in these metabolic and other fat storage-related traits such as non-alcoholic fatty liver disease, which is highly prevalent in Hispanic populations (34,35).
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126 The highly significant association of R230C with reduced total cholesterol and triglyceride serum levels observed in Pimas may be one of the factors explaining this marginal association.
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ABCA1 p.Arg230Cys 20418488:126:38
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129 We present several lines of evidence in favor of positive selection for the R230C allele possibly contributing to the adaptive evolution of Native American populations and providing insight into the genetic etiology of currently prevalent metabolic disease.
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ABCA1 p.Arg230Cys 20418488:129:76
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144 SNP genotyping The R230C variant and 23 SNPs spanning an 800 kb region were genotyped using TaqMan assays (ABI Prism 7900HT Sequence Detection System; Applied Biosystems).
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ABCA1 p.Arg230Cys 20418488:144:19
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171 The LRH test was applied to examine the decay of LD (Sweep software) (48) within an 800 kb region flanking R230C using data obtained from the 20 Native American trios described earlier.
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ABCA1 p.Arg230Cys 20418488:171:107
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179 Associations of R230C genotypes with HDL-C and other metabolic traits were tested using linear regression models (assuming an additive model) adjusting for covariates including age, sex and BMI (SPSS, version 15.0, statistical package; Chicago, IL, USA).
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ABCA1 p.Arg230Cys 20418488:179:16
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PMID: 20463468 [PubMed] Kruit JK et al: "HDL and LDL cholesterol significantly influence beta-cell function in type 2 diabetes mellitus."
No. Sentence Comment
45 Initial evidence suggesting that changes in ABCA1 activity could influence glucose homeostasis in humans came from a study of the R230C polymorphism in ABCA1 in the Mexican population.
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ABCA1 p.Arg230Cys 20463468:45:130
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47 Functional analysis shows a 30% decrease in cholesterol efflux compared to wild-type ABCA1, indicating that the R230C is indeed a partial loss-of-function mutation (S. Canizales-Quinteros, unpublished data).
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ABCA1 p.Arg230Cys 20463468:47:112
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PMID: 20067955 [PubMed] Vergeer M et al: "Carriers of loss-of-function mutations in ABCA1 display pancreatic beta-cell dysfunction."
No. Sentence Comment
16 In addition, the common ABCA1 polymorphism R230C was shown to be associated with a fourfold increase in the occurrence of diabetes in a Mexican population (6).
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ABCA1 p.Arg230Cys 20067955:16:43
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17 In addition, the common ABCA1 polymorphism R230C was shown to be associated with a fourfold increase in the occurrence of diabetes in a Mexican population (6).
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ABCA1 p.Arg230Cys 20067955:17:43
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PMID: 20425068 [PubMed] Brunham LR et al: "Cholesterol in beta-cell dysfunction: the emerging connection between HDL cholesterol and type 2 diabetes."
No. Sentence Comment
20 Initial studies assessed the association of a presumed loss-of-function polymorphism in the ABCA1 gene, R230C, with metabolic parameters in a Mexican population [11].
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25 An important question has been whether the R230C variant is itself functional, or whether its association with metabolic parameters and diabetes represents linkage with another, functional variant in close proximity.
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26 We studied the functional effects of the R230C variant in stable cell lines and found that it elicits approximately 30% less cholesterol efflux than wild-type ABCA1, indicating that this is a loss-of-function mutation, and explaining the deleterious phenotype observed in carriers of this variant (Samuel Canizales-Quinteros, Personal communication).
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PMID: 19344785 [PubMed] Tang C et al: "The cell cholesterol exporter ABCA1 as a protector from cardiovascular disease and diabetes."
No. Sentence Comment
217 In particular, subjects with the R230C polymorphism in the Mexican population have low HDL, increased body mass, elevated hemoglobin A1c levels, reduced fasting insulin, and early onset type 2 diabetes [125-128].
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ABCA1 p.Arg230Cys 19344785:217:33
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216 In particular, subjects with the R230C polymorphism in the Mexican population have low HDL, increased body mass, elevated hemoglobin A1c levels, reduced fasting insulin, and early onset type 2 diabetes [125-128].
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ABCA1 p.Arg230Cys 19344785:216:33
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PMID: 18003760 [PubMed] Villarreal-Molina MT et al: "Association of the ATP-binding cassette transporter A1 R230C variant with early-onset type 2 diabetes in a Mexican population."
No. Sentence Comment
0 Association of the ATP-Binding Cassette Transporter A1 R230C Variant With Early-Onset Type 2 Diabetes in a Mexican Population M. Teresa Villarreal-Molina,1 M. Teresa Flores-Dorantes,1 Olimpia Arellano-Campos,2 Marisela Villalobos-Comparan,1 Maricela Rodrı´guez-Cruz,3 Angel Miliar-Garcı´a,4 Adriana Huertas-Vazquez,1 Marta Menjivar,5 Sandra Romero-Hidalgo,6 Niels H. Wacher,7 M. Teresa Tusie-Luna,1 Miguel Cruz,7 Carlos A. Aguilar-Salinas,2 Samuel Canizales-Quinteros,1 and the Metabolic Study Group OBJECTIVE-The ATP-binding cassette transporter A1 (ABCA1) R230C variant is associated with low HDL cholesterol levels, obesity, and the metabolic syndrome in Mexican-Mestizos.
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ABCA1 p.Arg230Cys 18003760:0:55
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4 RESULTS-R230C/C230C genotypes were significantly more frequent in type 2 diabetic individuals (24.6%) than in control subjects (11.4%) in the initial study group (OR 2.501; P ϭ 0.001).
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7 Similar trends were observed in the independent study group, and the combined analysis of both populations showed a highly significant association of the R230C variant with type 2 diabetes, particularly with that of early onset (P ϭ 7.6 ϫ 10-6 and 9.4 ϫ 10-8 , respectively).
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8 CONCLUSIONS-The R230C ABCA1 variant is associated with type 2 diabetes, particularly of early onset, in the Mexican-Mestizo population.
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18 Based on this evidence, we sought to confirm and further investigate the role of the ABCA1 R230C variant in type 2 diabetes in this population.
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46 R230C and four additional single nucleotide polymorphisms (SNPs) (rs3818689, rs2487037, rs2000069 and rs2230806) contained in three haplotype blocks within the ABCA1 gene were genotyped using Taqman assays (ABI Prism 7900HT Sequence Detection System, Applied Biosystems).
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52 Although associations were tested under dominant, recessive, or additive models, because the number of C230C homozygotes was reduced, the dominant model (R230C/C230C vs. R230R) was considered the most appropriate.
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59 Significantly lower fasting insulin and higher A1C levels were observed in R230C/C230C than in R230R diabetic subjects (P ϭ 0.011 and 0.015, respectively; adjusted by age, sex, BMI, duration of diabetes, and treatment); however, differences in insulin levels according to genotype were not observed in nondiabetic subjects.
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60 Overall, R230C/C230C genotypes were significantly more frequent in type 2 diabetic individuals (24.6%) than in control subjects (11.4%, OR 2.501, 95% CI 1.476-4.238, P ϭ 0.001) (Table 2), even after adjusting for admixture (P ϭ 0.0008).
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61 Interestingly, age at diagnosis was significantly lower in R230C/C230C than in R230R diabetic individuals (42.6 Ϯ 9.3 years vs. 47.0 Ϯ 10.9 years, respectively; P ϭ 0.005, adjusted by sex and BMI) (Table 1).
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62 We then tested the association of R230C with early-onset type 2 diabetes (Յ45 years, n ϭ 121), based on the average age of diagnosis of R230C/C230C individuals and on the previous use of 45 years as the cutoff age in linkage and association studies for type 2 diabetes (17,18).
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ABCA1 p.Arg230Cys 18003760:62:34
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63 While the association of R230C/C230C with late-onset type 2 diabetes (Ͼ45 years, n ϭ 123) was not significant (P ϭ 0.149), its association with early-onset type 2 diabetes was highly significant (OR 3.776, 95% CI 2.121-6.748, P ϭ 3.3 ϫ 10-6 ) even after adjusting for admixture (8.1 ϫ 10-6 ) (Table 2).
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64 TABLE 1 Clinical and biochemical parameters of the initial study group Type 2 diabetic patients Type 2 diabetic patients Nondiabetic control subjects R230R R230C/C230C n 244 202 184 60 Males (%) 31.6 30.2 29.9 36.7 Age (years) 53.9 Ϯ 12.6 60.5 Ϯ 9.4* 54.6 Ϯ 12.4 51.7 Ϯ 13.1 Age at diagnosis (years) 45.8 Ϯ 10.7 - 47.0 Ϯ 10.9 42.6 Ϯ 9.3§ BMI (kg/m2 ) 28.4 Ϯ 4.8 27.4 Ϯ 4.3† 28.3 Ϯ 4.8 28.9 Ϯ 4.7 Fasting glucose (mmol/l) 9.8 Ϯ 4.3 4.9 Ϯ 0.6* 9.8 Ϯ 4.3 9.8 Ϯ 4.5 Fasting insulin (pmol/l) 71.1 Ϯ 54.6 51.2 Ϯ 40.6* 75.2 Ϯ 59.0 58.3 Ϯ 35.3‡ A1C (%) (n ϭ 141) 8.9 Ϯ 2.3 ND 8.7 Ϯ 2.2 9.9 Ϯ 2.5‡ HOMA-IR 4.9 Ϯ 5.1 1.9 Ϯ 1.5* 5.5 Ϯ 5.9 4.3 Ϯ 2.9 HOMA-beta 60.9 Ϯ 53.2 140.3 Ϯ 161.9* 62.3 Ϯ 53.9 57.1 Ϯ 51.4 HDL cholesterol (mmol/l) 1.1 Ϯ 0.3 1.3 Ϯ 0.4* 1.1 Ϯ 0.3 1.0 Ϯ 0.3 Apo A-I (mg/dl) 132.7 Ϯ 25.8 147.4 Ϯ 22.9* 134 Ϯ 27.1 125 Ϯ 22.3 Treatment (%) - Not treated 27 (15.3) 18 (13.4) 9 (20.9) Diet plus exercise 8 (4.5) 7 (5.2) 1 (2.3) OHA 124 (70.8) 95 (70.1) 29 (67.4) OHA plus insulin 14 (8.2) 11 (8.2) 3 (6.9) Insulin 4 (2.3) 3 (2.2) 1 (2.3) Data are means Ϯ SD unless otherwise indicated.
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65 *P Ͻ 0.001, †P Ͻ 0.05 comparing type 2 diabetic patients with nondiabetic subjects; ‡P Ͻ 0.05, R230C/C230C vs. R230R, adjusted for age, sex, BMI, duration of diabetes, and treatment (patients with insulin treatment were excluded); §P Յ 0.005, adjusted for sex and BMI.
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68 There was no evidence for LD between R230C and the other four SNPs.
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ABCA1 p.Arg230Cys 18003760:68:37
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69 Individually, all SNPs other than R230C failed to show association with type 2 diabetes (P Ͼ 0.311, Table 3).
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72 The results were very similar, as 24.8% of type 2 diabetic individuals and 13.8% of control subjects had R230C/C230C genotypes (OR 2.098, 95% CI 1.255-3.507, P ϭ 0.005).
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73 However, although R230C remained significantly associated with early-onset type 2 diabetes (OR 2.190, 95% CI 1.258-3.732, P ϭ 0.004), the improvement in significance was less evident than that observed in the initial study group.
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74 We were not able to test the association of R230C with fasting insulin levels and A1C in the replication group, as this information was not available.
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75 R230C/C230C type 2 diabetic individuals had a significantly lower age at diagnosis (44.1 Ϯ 9.2 years vs. 46.56 Ϯ 10.9 years, P ϭ 0.028), and higher BMI (29.1 Ϯ 4.2 vs. 28.3 Ϯ 4.2 kg/m2 , P ϭ 0.047) than in R230R type 2 diabetes subjects in both study populations (data not shown).
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76 The combined analysis of both groups revealed a highly significant association of R230C with type 2 diabetes (OR 2.097, 95% CI 1.483-2.960, P ϭ 7.6 ϫ 10-6 ), particularly with early-onset type 2 diabetes (OR 2.757, 95% CI 1.869-3.917, P ϭ 9.4 ϫ 10-8 ).
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78 To test whether the association of the R230C variant with type 2 diabetes is independent of its previously reported association with obesity (12), we tested the association including only obese individuals.
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ABCA1 p.Arg230Cys 18003760:78:39
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79 R230C/ C230C genotypes were significantly more frequent in obese diabetic than in obese nondiabetic individuals (P ϭ 0.001).
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80 DISCUSSION The ABCA1 R230C variant was significantly associated with type 2 diabetes in the Mexican population.
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82 Moreover, R230C was not in LD with any other SNP tested in neighboring haplotype blocks within the ABCA1 gene, suggesting that the R230C variant is functional and is a significant risk allele for type 2 diabetes in the Mexican population.
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ABCA1 p.Arg230Cys 18003760:82:10
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84 This is epidemiologically relevant in TABLE 2 R230C genotype frequencies in type 2 diabetic patients and nondiabetic control subjects stratified according to age of onset of type 2 diabetes Genotype ͓n (%)͔ OR P * vs. nondiabeticR230R R230C/C230C Initial study group Type 2 diabetic patients (n ϭ 244) 184 (75.4) 60 (24.6) 2.501 0.001 Early-onset type 2 diabetes (n ϭ 121) 81 (66.9) 40 (33.1) 3.776 3.3 ϫ 10-6 Late-onset type 2 diabetes (n ϭ 123) 103 (83.7) 20 (16.3) 1.619 0.149 Nondiabetic subjects (n ϭ 202) 179 (88.6) 23 (11.4) Replication group Type 2 diabetic patients (n ϭ 242) 182 (75.2) 60 (24.8) 2.098 0.005 Early-onset type 2 diabetes (n ϭ 119) 88 (73.9) 31 (26.1) 2.190 0.004 Late-onset type 2 diabetes (n ϭ 123) 94 (76.4) 29 (23.6) 1.935 0.032 Nondiabetic subjects (n ϭ 225) 194 (86.2) 31 (13.8) Combined analysis Type 2 diabetic patients (n ϭ 486) 366 (75.3) 120 (24.7) 2.097 7.6 ϫ 10-6 Early-onset type 2 diabetes (n ϭ 240) 169 (70.4) 71 (29.6) 2.757 9.4 ϫ 10-8 Late-onset type 2 diabetes (n ϭ 246) 197 (80.1) 49 (19.9) 1.826 0.010 Nondiabetic subjects (n ϭ 427) 373 (87.4) 54 (12.6) Data are n (%).
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85 *P values and ORs calculated by a logistic regression analysis using a dominant model (R230C/C230C vs. R230R) with adjustment for sex and BMI.
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87 TABLE 3 Allelic association analyses results of individual SNPs in the ABCA1 gene in case-control samples of the initial study group dbSNP ID Position* ABCA1 region Major/minor allele MAF Allele frequencies P† P‡ Type 2 diabetes Nondiabetic rs2000069 106675690 Intron 5 C/T 0.380 0.372 0.390 0.729 0.999 rs2230806 (R219K) 106660688 Exon 7 G/A 0.327 0.312 0.346 0.311 0.845 rs9282541 (R230C) 106660656 Exon 7 C/T 0.097 0.131 0.056 0.0002 0.001 rs2487037 106657158 Intron 7 C/T 0.261 0.256 0.267 0.585 0.998 rs3818689 106634837 Intron 18 G/C 0.054 0.056 0.052 0.772 0.999 *Position is in contiguous NT_008470.18; †P values for type 2 diabetes with respect to the minor allele; ‡P values after Bonferroni correction for the five different SNPs tested.
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90 It is important to point out that this study was conducted based on a previous observation in a reduced group of diabetic individuals who showed a very high frequency of R230C/C230C genotypes (41.2%) (12).
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93 This age difference or other population stratification factors may explain the higher R230C/C230C genotype frequency reported in first group.
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95 Because R230C was previously found to be associated with obesity and obesity-related comorbidities (12), it could be speculated that it confers susceptibility to type 2 diabetes through obesity and insulin resistance.
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ABCA1 p.Arg230Cys 18003760:95:8
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102 In addition to its effect on insulin secretion, R230C may also be associated with type 2 diabetes through an increased risk of obesity.
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ABCA1 p.Arg230Cys 18003760:102:48
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103 However, the R230C/C230C genotypes were significantly more frequent in obese diabetic than in obese nondiabetic individuals, suggesting that both associations may be independent.
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ABCA1 p.Arg230Cys 18003760:103:13
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105 In conclusion, our findings suggest there is an association of the R230C variant with early-onset type 2 diabetes in Mexican-Mestizos, which is in accordance with recent findings on beta-cell physiology and the effects of cholesterol lipotoxicity on insulin secretion.
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124 There is no evidence for LD between the R230C variant and the other four SNPs.
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ABCA1 p.Arg230Cys 18003760:124:40
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125 However, SNPs rs2230806 (R219K) and r2487037 were in high LD (r2 >0.8).
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PMID: 17287470 [PubMed] Villarreal-Molina MT et al: "The ATP-binding cassette transporter A1 R230C variant affects HDL cholesterol levels and BMI in the Mexican population: association with obesity and obesity-related comorbidities."
No. Sentence Comment
0 Original Article The ATP-Binding Cassette Transporter A1 R230C Variant Affects HDL Cholesterol Levels and BMI in the Mexican Population Association With Obesity and Obesity-Related Comorbidities M. Teresa Villarreal-Molina,1,2 Carlos A. Aguilar-Salinas,3 Maricela Rodrı´guez-Cruz,4 Daniela Rian˜o,3 Marisela Villalobos-Comparan,1 Ramon Coral-Vazquez,5 Marta Menjivar,6 Petra Yescas-Gomez,7 Mina Ko¨nigsoerg-Fainstein,8 Sandra Romero-Hidalgo,9 M. Teresa Tusie-Luna,1 Samuel Canizales-Quinteros,1 and the Metabolic Study Group* Although ATP-binding cassette transporter A1 (ABCA1) is well known for its role in cholesterol efflux and HDL formation, it is expressed in various tissues, where it may have different functions.
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2 A highly frequent nonsynonymous variant (R230C) was identified in low-HDL cholesterol but not in high-HDL cholesterol individuals (P ‫؍‬ 0.00006).
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4 R230C was screened in 429 Mexican Mestizos using Taqman assays, and it was found in 20.1% of these individuals.
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35 A nonsynonymous sequence change (R230C) previously reported as a rare variant or mutation causing familial hypoalfalipoproteinemia in an Oji-Cree individual (22) was found to be strikingly common in Mexican individuals with low HDL cholesterol levels.
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36 This led us to screen for the presence of R230C and analyze its effect on HDL cholesterol levels and several other clinical/metabolic traits in the general population of Mexico City.
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77 R230C variant genotyping.
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78 The general Mexican-Mestizo and Amerindian populations were screened for the R230C variant by TaqMan assay, and allelic discrimination was performed on an ABI Prism 7900HT sequence detection system (Applied Biosystems).
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99 R230C genotype frequencies according to HDL levels (low-HDL cholesterol group [Յ10th percentile] and high-HDL cholesterol group [Ն90th percentile]) are given in Table 1.
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100 R230C/C230C genotypes were significantly more frequent in the low-HDL cholesterol than the high-HDL cholesterol group (45 vs. 2.9%, P ϭ 0.00006, P ϭ 0.0005 after adjusting for admixture).
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ABCA1 p.Arg230Cys 17287470:100:0
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102 The relationship of the R230C variant with anthropometric and biochemical measurements is shown in Table 2.
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103 Significantly lower HDL cholesterol and apoA-I levels were observed in individuals with R230C/C230C genotypes (44.4 Ϯ 11.1 and 131.9 Ϯ 24.4 mg/dl, respectively) as compared with those with the R230R genotype (48.7 Ϯ 13.8 and 141.1 Ϯ 23.8 mg/dl, P ϭ 0.024 and 0.001, respectively).
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104 Interestingly, R230C/C230C individuals displayed higher average BMI and waist measurements (29.3 Ϯ 6.4 kg/m2 and 93.1 Ϯ 14.5 cm, respectively) than R230R individuals (27.1 Ϯ 5.3 and 90.1 Ϯ 13.1 cm, P ϭ 0.005 and 0.048, respectively).
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106 Because both parameters showed association with the R230C variant, we additionally adjusted all other parameters for HDL cholesterol and apoA-I levels.
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108 Moreover, including only individuals with apoA-I levels Ͼ130 mg/dl (mean apoA-I levels of R230C carriers), the association with higher BMI remained significant (P ϭ 0.018).
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111 R230C/C230C genotypes were associated with an increased risk of obesity (OR 2.527, 95% CI 1.667-3.819, P ϭ 0.005).
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113 In addition, HDL and apoA-I serum levels were not significantly different in R230C/C230C obese and non-R230C obese individuals (42.9 Ϯ 10.3 and 134.9 Ϯ 20.3 mg/dl vs. 43.7 Ϯ 8.5 and 135.7 Ϯ 27.2 mg/dl, P ϭ 0.380 and 0.242, respectively).
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ABCA1 p.Arg230Cys 17287470:113:77
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115 The R230C genotype distribution in subjects with and without metabolic syndrome is presented in Table 3, which includes 86 more metabolic syndrome case and control subjects not previously included in the general Mestizo population.
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116 R230C/C230C genotypes were significantly more frequent in metabolic syndrome than in non-metabolic syndrome subjects according to both ATP-III criteria (OR 1.893, 95% CI 1.483-2.460, P ϭ 0.0007) and IDF criteria (1.775, 1.370-2.336, P ϭ 0.003).
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117 The association of the R230C variant with the metabolic syndrome remained significant after adjusting for admixture under both criteria (1.833, 1.405-2.425, P ϭ 0.001; and 1.745, 1.328-2.298, P ϭ 0.005, respectively).
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118 Because the R230C variant was more frequent in diabetic individuals in the overall population, we compared the R230C genotype distribution in type 2 diabetic and non-type 2 diabetic subjects.
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120 R230C/ C230C genotypes were significantly more frequent in type 2 diabetic than in non-type 2 diabetic individuals (41.2 vs. TABLE 1 R230C genotype and allele frequencies in Mexican individuals with hypo- and hyperalphalipoproteinemia Low HDL cholesterol High HDL P Genotype R230R 22 (55.0) 33 (97.1) 0.00006* R230C 15 (37.5) 1 (2.90) - C230C 3 (7.5) 0 - Allele R230 59 (73.8) 67 (98.5) 0.00002 C230 21 (26.2) 1 (1.5) - Data are n (%).
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ABCA1 p.Arg230Cys 17287470:120:0
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ABCA1 p.Arg230Cys 17287470:120:133
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121 *P value comparing R230C/C230C vs. R230R.
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122 TABLE 2 Clinical and biochemical parameters in R230C carriers and noncarriers in the general population of Mexico City Characteristic R230R R230C/ C230C P* n 343 86 - Males 37.0 31.5 - Age (years) 40.1 Ϯ 12.8 40.2 Ϯ 10.5 0.767 Smoker 26.3 28.4 0.586† Menopause 8.9 7.4 0.717† BMI (kg/m2 ) 27.1 Ϯ 5.3 29.3 Ϯ 6.4 0.005 Waist (cm) 90.1 Ϯ 13.1 93.1 Ϯ 14.5 0.048 Obesity 38.5 64.8 0.003† Diabetes 5.8 16.3 0.003† SBP (mmHg) 119.4 Ϯ 18.9 119.6 Ϯ 15.6 0.924 DBP (mmHg) 79.3 Ϯ 10.4 80.0 Ϯ 11.7 0.738 Fasting glucose (mg/dl) 97.3 Ϯ 33.7 105.0 Ϯ 43.5 0.346 Fasting insulin (␮U/ml) 10.5 Ϯ 7.6 11.6 Ϯ 8.0 0.674 HOMA-IR 2.65 Ϯ 3.3 3.0 Ϯ 2.5 0.712 Cholesterol (mg/dl) 211.0 Ϯ 42.9 207.2 Ϯ 41.1 0.803 Triglycerides (mg/dl) 184.7 Ϯ 140.6 191.2 Ϯ 141.9 0.913 HDL cholesterol (mg/dl) 48.7 Ϯ 13.8 44.4 Ϯ 11.1 0.024 ApoA-I (mg/dl) 141.1 Ϯ 23.8 131.9 Ϯ 24.4 0.001 ApoB (mg/dl) 112.7 Ϯ 28.9 112.9 Ϯ 28.3 0.929 Data are the means Ϯ SE or %.
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124 *P value comparing R230C/C230C vs. R230R, adjusted for age, sex, BMI, triglyceride levels, smoking, and educational level; †Fisher`s exact two-tailed test.
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128 Moreover, although BMI was significantly higher in R230C than in non-R230C diabetic individuals (32.3 Ϯ 4.8 vs. 27.8 Ϯ 5.1 kg/m2 , P ϭ 0.048), HDL and apoA-I serum levels showed no significant differences between these groups (P ϭ 0.262 and 0.082, respectively).
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131 Allele and genotype frequencies of the R230C variant in Mexican-Mestizos and five Mexican Amerindian populations are shown in Table 4.
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132 R230C genotype frequencies did not significantly deviate from Hardy-Weinberg equilibrium in any group, except in Yaquis, where an excess of C230C homozygotes was found.
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135 The high frequency of a probably functional ABCA1 variant (R230C) in the Mexican population provides a unique opportunity to assess associations with HDL cholesterol and apoA-I levels, as well as with other clinical/metabolic traits.
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136 The R230C variant has not been functionally tested, so the marker under study may be in linkage disequilibrium with a causative genomic variant within or proximal to the study locus.
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138 Other facts strongly suggest that the variant is functional: 1) R230C occurs at the first extracellular loop, where Tangier and familial hypoalfalipoproteinemia mutations are clustered (35); 2) the arginine at position 230 is conserved between species; and 3) the nature of the amino acids involved is very different: whereas arginine is basic, positively charged, and hydrophilic, cysteine is hydrophobic and contains a sulfhydril group.
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141 The effect of ABCA1 mutations on HDL cholesterol serum concentrations is well known, and R230C exerted a modest but clear HDL cholesterol/apoA-I-decreasing effect.
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142 We infer that R230C affects cholesterol efflux in HDL-forming cells because it was significantly associated with decreased HDL cholesterol and apoA-I levels, regardless of age, sex, smoking, BMI, triglyceride levels, and educational level.
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145 Thus, the high frequency of R230C in Mexicans may be responsible for this modest peak.
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146 R230C does not seem to abolish cholesterol efflux in HDL-forming cells, but it could be a functional variant.
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ABCA1 p.Arg230Cys 17287470:146:0
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148 Because Ͼ50 different genes are involved in regulating HDL cholesterol (37), the presence of TABLE 3 Association of the R230C variant in the ABCA1 gene with obesity and the metabolic syndrome Metabolic trait Genotype OR PR230R R230C/C230C Obese subjects 84 (71.2) 34 (28.8) 2.527 0.005* Nonobese 139 (86.8) 21 (13.2) - - Metabolic syndrome subjects‡ 143 (73.7) 51 (26.3) 1.893 0.0007† Non-metabolic syndrome 268 (84.8) 48 (15.2) - - Data are n (%).
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ABCA1 p.Arg230Cys 17287470:148:126
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ABCA1 p.Arg230Cys 17287470:148:233
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151 TABLE 4 R230C genotype and allele frequencies in Amerindian populations of Mexico Group n Genotype Allele P*R230R R230C C230C R230 C230 Yaqui 37 0.703 0.189 0.108 0.797 0.203 0.013 Teenek 67 0.671 0.299 0.030 0.821 0.179 0.015 Mazahua 88 0.818 0.170 0.011 0.903 0.097 NS Purépecha 35 0.629 0.314 0.057 0.786 0.214 0.007 Mayan 40 0.450 0.525 0.025 0.718 0.288 0.00001 Mestizos 429 0.799 0.183 0.018 0.891 0.109 - *P value when compared with allelic frequencies of the Mestizos.
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ABCA1 p.Arg230Cys 17287470:151:8
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ABCA1 p.Arg230Cys 17287470:151:114
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152 functional variants in others genes (such as cholesterol ester transfer protein or hepatic lipase) could increase HDL cholesterol levels, and this may explain why one R230C heterozygote was found in the high-HDL cholesterol group (15).
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ABCA1 p.Arg230Cys 17287470:152:167
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156 The association of R230C with BMI in Mexican Mestizos was more significant than that observed for lowering HDL cholesterol levels.
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159 In addition, when individuals with apoA-I levels Ͻ130 mg/dl (mean apoA-I levels of R230C carriers) were excluded from the analysis, the association remained significant, strongly suggesting that the role of ABCA1 in the pathophysiology of obesity is independent of its role in regulating HDL cholesterol and apoA-I levels.
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ABCA1 p.Arg230Cys 17287470:159:89
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164 Further studies are required to understand the role of ABCA1 and the R230C variant in adipocytes.
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ABCA1 p.Arg230Cys 17287470:164:69
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167 In addition to these previously described associations, we found a significant association of R230C with obesity, and thus we sought an association with the metabolic syndrome.
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169 Interestingly, although 21.7% of R230C heterozygotes had metabolic syndrome, all eight C230C homozygotes met both IDF and ATP-III criteria for metabolic syndrome.
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ABCA1 p.Arg230Cys 17287470:169:33
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171 We also found a significant association of R230C with type 2 diabetes in the Mexican-Mestizo population.
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ABCA1 p.Arg230Cys 17287470:171:43
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178 The high frequencies of type 2 diabetes and R230C in the Mexican-Mestizo population provide a unique opportunity to more thoroughly analyze this association in the diabetic population.
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ABCA1 p.Arg230Cys 17287470:178:44
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181 Even though Amerindian ancestry may be considered a risk factor for these metabolic traits, the associations of R230C with obesity, the metabolic syndrome, and type 2 diabetes remained significant after adjusting for admixture.
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ABCA1 p.Arg230Cys 17287470:181:112
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182 Thus, it appears that ABCA1 R230C or some other variant in linkage disequilibrium with it represents a significant risk factor for low HDL levels, obesity, and obesity-related comorbidities.
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ABCA1 p.Arg230Cys 17287470:182:28
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183 High prevalence of R230C in Amerindian populations.
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ABCA1 p.Arg230Cys 17287470:183:19
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185 The high frequency of R230C in the Mexican population suggests that this could be one of several gene variants contributing to this genetic susceptibility.
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ABCA1 p.Arg230Cys 17287470:185:22
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186 In most Mexican Amerindian populations analyzed, the allele and genotype frequencies of R230C were approximately twofold higher than in Mexican Mestizos, as would be expected because of the admixture.
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ABCA1 p.Arg230Cys 17287470:186:88
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187 Interestingly, R230C seems to be found exclusively in Amerindian and Amerindian-derived populations such as Mexican Mestizos.
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190 Nevertheless, the notoriously higher frequency of R230C in Amerindians of Mexico suggests, first, a much more remote origin, possibly among the first humans crossing the Be¨ring Strait, and, second, that R230C may have somehow been selected in Amerindians.
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ABCA1 p.Arg230Cys 17287470:190:50
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ABCA1 p.Arg230Cys 17287470:190:209
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191 Among the possible selective advantages are 1) R230C could be an energy-saving allele favorable in famine or insufficient food availability and 2) based on the finding that a homozygous ABCA1 gene deletion confers complete resistance against cerebral malaria in mice (49), it is possible to speculate that R230C could also confer protection against certain infectious and/or thrombotic disorders involving vesiculation.
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ABCA1 p.Arg230Cys 17287470:191:47
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ABCA1 p.Arg230Cys 17287470:191:306
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193 In conclusion, the R230C variant is apparently a marker informative for Amerindian ancestry, which is also significantly associated with low HDL cholesterol levels, obesity, and obesity-related comorbidities, although further studies are required to confirm these associations.
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ABCA1 p.Arg230Cys 17287470:193:19
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194 Functional studies both in vitro and in vivo are required to further understand the role of ABCA1 and the R230C variant in these metabolic traits.
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ABCA1 p.Arg230Cys 17287470:194:106
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PMID: 16704350 [PubMed] Brunham LR et al: "Variations on a gene: rare and common variants in ABCA1 and their impact on HDL cholesterol levels and atherosclerosis."
No. Sentence Comment
605 Many of these variants have been studied in relationship to their association with HDL cholesterol levels and atherosclerosis (11, 15, 22, 27, 28, 38, TABLE 4 Nonsynonymous single-nucleotide polymorphisms (SNPs) in ABCA1 SNP id Nucleotidea Amino acidb Observed heterozygosity rs2230806 G969A R219K 0.488 rs9282541 C1001T R230C 0.029 rs9282543 T1509C V399A 0.020 rs4131108 A1556C M415L - rs13306068 A1949G I546V - rs2066718 G2624A V771M 0.074 rs2472458 G2804A D831N - rs4149313 A2962G I883M - rs2482437 C3326T E1005K - rs13306072 G3473A V1054I - rs13306073 G3599A V1096I - rs1997618 T4977C I1555T - rs2230808 A5073G K1587R 0.480 rs1883024 T5256C L1648P - - C5505G S1731C - a Nucleotide position is with respect to NM 005502. b Amino acid position is with respect to NP 005493.
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ABCA1 p.Arg230Cys 16704350:605:324
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PMID: 16429166 [PubMed] Brunham LR et al: "Accurate prediction of the functional significance of single nucleotide polymorphisms and mutations in the ABCA1 gene."
No. Sentence Comment
48 This SNP has been reported to be associated with decreased HDL cholesterol and increased severity of atherosclerosis in Table 1. subPSEC Scores and Probability of Functional Impairment (Pdeleterious) for ABCA1 Mutations and SNPs Mutations SNPs Variant SubPSEC Pdeleterious Variant subPSEC Pdeleterious P85L À4.62 0.83 R219K À0.57 0.08 H160F À2.79 0.45 V399A &#xc0;2.26 0.32 R230C À4.27 0.78 V771M À2.86 0.46 A255T À1.81 0.23 T774P À1.99 0.27 E284K À2.34 0.34 K776N À3.53 0.63 Y482C À4.21 0.77 V825I À1.06 0.13 R587W À6.04 0.95 I883M À1.38 0.17 W590S À5.19 0.9 E1172D À1.96 0.26 W590L À4.48 0.82 R1587K À0.58 0.08 Q597R À7.15 0.98 S1731C À4.21 0.77 T929I À4.29 0.78 N935H À8.54 1 N935S À7.53 0.99 A937V À6.6 0.97 A1046D À7.52 0.99 M1091T À3.56 0.64 D1099Y À6.09 0.96 D1289N À2.48 0.37 L1379F À3.81 0.69 C1477R À5.44 0.92 S1506L À5.17 0.9 N1611D À5.69 0.94 R1680W À6.02 0.95 V1704D À3.21 0.55 N1800H À4.23 0.77 R1901S À5.06 0.89 F2009S À2.73 0.43 R2081W À8.08 0.99 P2150L À2.88 0.47 Q2196H À2.74 0.43 DOI: 10.1371/journal.pgen.0010083.t001 PLoS Genetics | www.plosgenetics.org December 2005 | Volume 1 | Issue 6 | e83 0740 Accurate Prediction of ABCA1 Variants Synopsis A major goal of human genetics research is to understand how genetic variation leads to differences in the function of genes.
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ABCA1 p.Arg230Cys 16429166:48:369
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ABCA1 p.Arg230Cys 16429166:48:389
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PMID: 15019541 [PubMed] Pisciotta L et al: "Familial HDL deficiency due to ABCA1 gene mutations with or without other genetic lipoprotein disorders."
No. Sentence Comment
208 Interestingly, a cysteine for arginine substitution in the first extracellular loop (R230C) was reported in three Oji-Cree subjects with very low plasma HDL levels [11].
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ABCA1 p.Arg230Cys 15019541:208:85
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207 Interestingly, a cysteine for arginine substitution in the first extracellular loop (R230C) was reported in three Oji-Cree subjects with very low plasma HDL levels [11].
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ABCA1 p.Arg230Cys 15019541:207:85
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PMID: 12763760 [PubMed] Singaraja RR et al: "Efflux and atherosclerosis: the clinical and biochemical impact of variations in the ABCA1 gene."
No. Sentence Comment
83 TABLE 2. Conservation of Amino Acid Residues Mutated in Humans Mutation H. sapiens M. musculus G. gallus D. melanogaster C. elegans P85L P P P ⅐ ⅐ ⅐ P R230C R R R P G A255T A A S ⅐ ⅐ ⅐ ⅐ ⅐ ⅐ R587W R R R ⅐ ⅐ ⅐ ⅐ ⅐ ⅐ W590S W W W R Q Q597R Q Q Q Q Q ⌬L693 L L L L L T929I T T T T T N935S/H N N N N N A937V A A A A A A1046D A A A A A M1091T M M M M M D1099Y D D D D D D1289L/N D D D D D C1477R C C C ⅐ ⅐ ⅐ ⅐ ⅐ ⅐ S1506L S S S ⅐ ⅐ ⅐ ⅐ ⅐ ⅐ N1611D N N N N S R1680W R R R R R N1800H N N N A W F2009S F F F I M R2081W R R R R R P2150L P P P R N ⌬E1893 E E E D S ⌬D1894 D D D D D Twenty-three of 24 (95.83%) amino acids affected by mutations are conserved with G. gallus, reflecting the functional importance of these residues.
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ABCA1 p.Arg230Cys 12763760:83:172
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75 TABLE 2. Conservation of Amino Acid Residues Mutated in Humans Mutation H. sapiens M. musculus G. gallus D. melanogaster C. elegans P85L P P P ዼ ዼ ዼ P R230C R R R P G A255T A A S ዼ ዼ ዼ ዼ ዼ ዼ R587W R R R ዼ ዼ ዼ ዼ ዼ ዼ W590S W W W R Q Q597R Q Q Q Q Q èc;L693 L L L L L T929I T T T T T N935S/H N N N N N A937V A A A A A A1046D A A A A A M1091T M M M M M D1099Y D D D D D D1289L/N D D D D D C1477R C C C ዼ ዼ ዼ ዼ ዼ ዼ S1506L S S S ዼ ዼ ዼ ዼ ዼ ዼ N1611D N N N N S R1680W R R R R R N1800H N N N A W F2009S F F F I M R2081W R R R R R P2150L P P P R N èc;E1893 E E E D S èc;D1894 D D D D D Twenty-three of 24 (95.83%) amino acids affected by mutations are conserved with G. gallus, reflecting the functional importance of these residues.
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ABCA1 p.Arg230Cys 12763760:75:169
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PMID: 12840658 [PubMed] Miller M et al: "Genetics of HDL regulation in humans."
No. Sentence Comment
64 TD 1051 G/A 7 R219K extracellular [67,68] FHA 1083 C/T 7 R230C extracellular [70] FHA 1158 G/A 8 A255T extracellular [75.]
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ABCA1 p.Arg230Cys 12840658:64:57
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PMID: 23139370 [PubMed] Schou J et al: "ABC transporter genes and risk of type 2 diabetes: a study of 40,000 individuals from the general population."
No. Sentence Comment
107 In a case-control study of 244 patients with type 2 diabetes versus 202 nondiabetic control subjects, ABCA1 R230C was reported to associate with type 2 diabetes in a Mexican-Mestizo population (9).
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ABCA1 p.Arg230Cys 23139370:107:108
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PMID: 23152888 [PubMed] Villarreal-Molina T et al: "The ABCA1 gene R230C variant is associated with decreased risk of premature coronary artery disease: the genetics of atherosclerotic disease (GEA) study."
No. Sentence Comment
0 The ABCA1 Gene R230C Variant Is Associated with Decreased Risk of Premature Coronary Artery Disease: The Genetics of Atherosclerotic Disease (GEA) Study Teresa Villarreal-Molina1 *, Carlos Posadas-Romero2 , Sandra Romero-Hidalgo3 , Erika Antu &#b4; nez-Argu &#a8; elles1 , Araceli Bautista-Grande1 , Gilberto Vargas-Alarco &#b4; n4 , Eric Kimura-Hayama5 , Samuel Canizales-Quinteros6,7 , Juan Gabriel Jua &#b4;rez-Rojas2 , Rosalinda Posadas-Sa &#b4;nchez2 , Guillermo Cardoso-Saldan dc; a2 , Aƒ &#b4;da Medina-Urrutia2 , Marƒ &#b4;a del Carmen Gonza &#b4;lez-Salazar2 , Rocƒ &#b4;o Martƒ &#b4;nez-Alvarado2 , Esteban Jorge- Galarza2 , Alessandra Carnevale8 1 Laboratorio de Geno &#b4;mica de Enfermedades Cardiovasculares, Instituto Nacional de Medicina Geno &#b4;mica (INMEGEN), Mexico City, Mexico, 2 Departmento de Endocrinologƒ &#b4;a, Instituto Nacional de Cardiologƒ &#b4;a ''Ignacio Cha &#b4;vez`` (INCICH), Mexico City, Mexico, 3 Departmento de Geno &#b4;mica Computacional, INMEGEN, Mexico City, Mexico, 4 Departamento de Biologƒ &#b4;a Molecular, INCICH, Mexico City, Mexico, 5 Departmento de Tomografƒ &#b4;a Cardƒ &#b4;aca, INCICH, Mexico City, Mexico, 6 Departamento de Biologƒ &#b4;a, Facultad de Quƒ &#b4;mica, Universidad Nacional Auto &#b4;noma de Me &#b4;xico (UNAM), Mexico City, Mexico, 7 Unidad de Biologƒ &#b4;a Molecular y Medicina Geno &#b4;mica, Instituto Nacional de Ciencias Me &#b4;dicas y Nutricio &#b4;n ''Salvador Zubira &#b4;n``, Mexico City, Mexico, 8 Direccio &#b4;n de Investigacio &#b4;n, INMEGEN, Mexico City, Mexico Abstract Background: ABCA1 genetic variation is known to play a role in HDL-C levels and various studies have also implicated ABCA1 variation in cardiovascular risk.
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1 The functional ABCA1/R230C variant is frequent in the Mexican population and has been consistently associated with low HDL-C concentrations.
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3 Aim: The purpose of the study was to analyze whether the ABCA1/R230C variant is associated with premature CAD in a case-control association study (GEA or Genetics of Atherosclerotic Disease), and to explore whether BMI modulates the effect of the C230 allele on other metabolic traits using a population-based design.
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ABCA1 p.Arg230Cys 23152888:3:63
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5 In addition, BMI modulated the effect of R230C on body fat distribution, as the correlation between BMI and visceral to subcutaneous adipose tissue (a metric of the propensity to store fat viscerally as compared to subcutaneously) was negative in RR homozygous individuals, but positive in premenopausal women bearing the C230 allele, with a statistically significant interaction (P = 0.005).
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6 BMI-R230C interaction was also significant for triglyceride levels in women regardless of their menopausal status (P = 0.036).
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7 Conclusion: This is the first study assessing the effect of the R230C/ABCA1 variant in remature CAD.
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8 C230 was associated with both decreased HDL-C levels and a lower risk of premature CAD, and gender-specific BMI-R230C interactions were observed for different metabolic traits. These interactions may help explain inconsistencies in associations, and underscore the need to further analyze interactions of this functional and frequent variant with diet, exercise and other environmental factors.
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ABCA1 p.Arg230Cys 23152888:8:112
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9 Citation: Villarreal-Molina T, Posadas-Romero C, Romero-Hidalgo S, Antu &#b4;nez-Argu &#a8;elles E, Bautista-Grande A, et al. (2012) The ABCA1 Gene R230C Variant Is Associated with Decreased Risk of Premature Coronary Artery Disease: The Genetics of Atherosclerotic Disease (GEA) Study.
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ABCA1 p.Arg230Cys 23152888:9:148
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20 The R230C variant of the ABCA1 gene is of particular interest in the Americas because it is private to Native American and descendant populations and is frequent in the Mexican-Mestizo population (,10%).
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24 The purpose of the present study was to analyze whether the ABCA1/R230C variant is associated with premature CAD and subclinical atherosclerosis in a case-control association study: GEA (Genetics of Atherosclerotic Disease).
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ABCA1 p.Arg230Cys 23152888:24:66
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51 The ABCA1/R230C variant (rs9282541) was genotyped using TaqMan assays (ABI Prism 7900HT sequence detection system (Applied Biosystems).
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58 ANCOVA was used to determine associations between the R230C variant and metabolic variables, adjusting for age, gender, BMI, and HDL-C levels as indicated using additive and dominant models.
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62 Statistical power to detect association of R230C with premature CAD exceeded 0.80 as estimated with QUANTO software (http://hydra.usc.edu/GxE/).
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66 Association of ABCA1/R230C with Premature CAD The C230 risk allele frequency was similar in controls and individuals with subclinical atherosclerosis (.106 and.093 respectively), but lower in the premature CAD group (0.072).
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ABCA1 p.Arg230Cys 23152888:66:21
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70 Association of ABCA1/R230C with Metabolic Traits The effect of the C230 risk allele on various metabolic parameters was explored in all individuals recruited initially as controls regardless of their CAC score.
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ABCA1 p.Arg230Cys 23152888:70:21
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81 Predicted values were calculated from regression models containing the ABCA1/R230C variant, BMI and the interaction term, adjusted for age (Figure 3).
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ABCA1 p.Arg230Cys 23152888:81:77
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83 No significant BMI-R230C interactions were observed for LSAR (data not shown).
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ABCA1 p.Arg230Cys 23152888:83:19
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85 BMI and HOMA-IR showed positive and significant correlations in both genders, and no significant differences according to ABCA1/R230C genotype were observed in the entire sample or stratifying by gender (Figure S1, A and Table 2.
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ABCA1 p.Arg230Cys 23152888:85:128
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92 Association of the R230C/ABCA1 variant with premature coronary artery disease and subclinical artherosclerosis.
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ABCA1 p.Arg230Cys 23152888:92:19
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98 In premenopausal women bearing R230C genotypes, this effect showed a modest increase (b = 3.74%; P = 4.961026 ) as compared to R230R homozygous premenopausal women (b = 2.55%; P = 1.2610213 ) (Figure S1, C and D), although the interaction did not reach statistical significance (P = 0.121).
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ABCA1 p.Arg230Cys 23152888:98:31
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99 Predicted values were calculated from regression models containing the ABCA1/R230C variant, BMI and the interaction term in premenopausal women (Figure S1, E and F).
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ABCA1 p.Arg230Cys 23152888:99:77
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105 Predicted TG values were calculated from regression models containing the ABCA1/R230C variant, BMI and the interaction term, adjusted for age (Figure S2, E), and the interaction between BMI and the R230C variant was significant only in women (P = 0.036).
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ABCA1 p.Arg230Cys 23152888:105:80
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ABCA1 p.Arg230Cys 23152888:105:198
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108 Association of the R230C/ABCA1 variant with quantitative metabolic parameters.
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ABCA1 p.Arg230Cys 23152888:108:19
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113 Associations of the R230C/ABCA1 variant with metabolic risk factors for coronary artery disease.
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ABCA1 p.Arg230Cys 23152888:113:20
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128 The Interaction of R230C and BMI Affects the Distribution of Abdominal Fat in Premenopausal Women. Lines represent simple linear regressions, blue lines represent RR genotypes and red lines represent C230 risk allele carriers (RC/CC genotypes).
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ABCA1 p.Arg230Cys 23152888:128:19
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133 The results of the present case-control association study is another example of this discrepancy, as the ABCA1/R230C variant was significantly associated with both decreased HDL-C levels and a decreased risk of premature CAD.
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ABCA1 p.Arg230Cys 23152888:133:111
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134 Interestingly, the association with premature CAD was significant with and without adjusting for HDL-C levels as a covariate, suggesting that the effects of ABCA1/R230C on HDL-C levels and the risk of premature CAD are independent.
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ABCA1 p.Arg230Cys 23152888:134:163
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140 Associations with other Metabolic Parameters To date, all reports assessing the effect of the ABCA1/R230C variant on HDL-C concentrations including the present study have consistently shown highly significant associations with decreased HDL-C levels [13-17].
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ABCA1 p.Arg230Cys 23152888:140:100
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142 Because obesity is associated with many metabolic risk factors for cardiovascular disease, we sought possible explanations for such inconsistencies exploring whether BMI modulates the effect of the R230C variant on several metabolic traits.
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ABCA1 p.Arg230Cys 23152888:142:198
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143 We found no evidence of BMI modulating the effect of ABCA1/ R230C on any of the metabolic parameters explored in men.
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ABCA1 p.Arg230Cys 23152888:143:60
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144 However, some BMI-R230C interactions were observed in women: BMI modulated the effect of this allele on VAT/SAT ratio and HOMA-IR in pre-menopausal women and on TG levels in women regardless of their menopausal status.
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ABCA1 p.Arg230Cys 23152888:144:18
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147 The BMI-R230C interactions observed only in pre-menopausal women suggest that these effects may be estrogen-related.
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ABCA1 p.Arg230Cys 23152888:147:8
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149 The increased risk of these metabolic parameters in pre-menopausal women is again in discrepancy with their risk of CAD, and whether this has to do with other systemic effects of estrogen, and/or with pleiotropic effects of the R230C variant in platelets, endothelium, inflammatory or other cell types remains to be elucidated.
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ABCA1 p.Arg230Cys 23152888:149:228
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152 Predicted visceral to subcutaneous adipose tissue ratio (VAT/SAT) values were calculated from regression models containing the ABCA1/R230C variant, BMI and the interaction term, adjusted for age.
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ABCA1 p.Arg230Cys 23152888:152:133
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155 doi:10.1371/journal.pone.0049285.g003 The R230C allele was associated with T2DM in a case-control association study in the Mexican population and replicated in an independent sample [18].
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ABCA1 p.Arg230Cys 23152888:155:43
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160 Conclusion This is the first study assessing the effect of the R230C/ABCA1 variant in premature coronary artery disease.
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ABCA1 p.Arg230Cys 23152888:160:63
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161 This variant was associated with both decreased HDL-C levels and a lower risk of premature CAD, and gender-specific BMI-R230C variant interactions were observed for different metabolic traits. These findings underscore the need to further analyze interactions of this functional and frequent variant with diet, exercise and other environmental factors.
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ABCA1 p.Arg230Cys 23152888:161:120
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166 Predicted HOMA-IR values were calculated from regression models containing the ABCA1/R230C variant, BMI and the interaction term in premenopausal (E) and menopausal women (F).
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ABCA1 p.Arg230Cys 23152888:166:85
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167 (TIF) Figure S2 The interaction of R230C and BMI affects triglyceride levels in women. Lines represent simple linear regressions.
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ABCA1 p.Arg230Cys 23152888:167:35
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171 Predicted triglyceride values (E) were calculated from regression models containing the ABCA1/R230C variant, BMI and the interaction term in women, and the interaction was statistically significant (P = 0.036).
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ABCA1 p.Arg230Cys 23152888:171:94
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PMID: 23273975 [PubMed] Aguilar-Salinas CA et al: "The R230C variant of the ATP binding cassette protein A1 (ABCA1) gene is associated with a decreased response to glyburide therapy in patients with type 2 diabetes mellitus."
No. Sentence Comment
0 The R230C variant of the ATP binding cassette protein A1 (ABCA1) gene is associated with a decreased response to glyburide therapy in patients with type 2 diabetes mellitus Carlos A. Aguilar-Salinasa, b,Ìe;, Linda Liliana Mu&#f1;oz-Hernandeza , Monica Cobos-Bonillaa , Marcos Rafael Ram&#ed;rez-M&#e1;rqueza , Maria Luisa Ordo&#f1;ez-Sanchezc , Roopa Mehtaa , Roberto Medina-Santillanb , Maria Teresa Tusie-Lunac a Department of Endocrinology and Metabolism.
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ABCA1 p.Arg230Cys 23273975:0:4
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4 To test the hypothesis that persons with the R230C allele of ABCA1 show a decreased glycemic response to glyburide.
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ABCA1 p.Arg230Cys 23273975:4:45
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8 Each person with the risk allele (R230C) was matched by age, gender and BMI to three others with the wild type variant (R230R).
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12 No significant difference was observed in the glucose lowering effect of glyburide between subjects with the R230C and R230R alleles.
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ABCA1 p.Arg230Cys 23273975:12:109
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13 However, the dose of sulfonylurea was significantly higher in the R230C participants compared with the R230R subjects (3.3&#b1;2.1 vs 6.3&#b1;5 mg/day, p<0.001).
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ABCA1 p.Arg230Cys 23273975:13:66
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14 A higher percentage of R230C participants required at least 5 mg of glyburide per day to achieve treatment goals.
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17 Patients with type 2 diabetes who have the R230C allele of ABCA1 needed a higher dose of glyburide in order to achieve the same glucose lowering effect as that in persons with the wild type variant.
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27 One such variant, the R230C allele (rs9282541) is common in the Mexican population; a population-based survey, reported a prevalence of 18.7% among participants [3,4].
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29 In addition, two cross-sectional studies have shown that the R230C variant of ABC-A1 is associated with type 2 diabetes.
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36 In this report, our hypothesis is that persons with type 2 diabetes who have the R230C variant of ABCA1 may have a decreased hypoglycemic response to a sulfonylurea, compared to participants with the wild type variant (R230R).
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39 One group had the R230C variant of ABC-A1 and the other had the R230R variant. Both groups were matched for gender, age (&#b1;5 years) and BMI (&#b1;2 kg/m2 ).
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62 The R230C variant was genotyped using TaqMan assays (ABI Prism 7900HT Sequence Detection System, Applied Biosystems).
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69 Results Our study sample included 17 individuals with the R230C variant and 68 subjects with the R230R variant. Both groups were successfully matched by age, gender and body mass index (Table 1).
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ABCA1 p.Arg230Cys 23273975:69:58
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77 However, individuals with the R230C variant required a significantly higher glyburide dose (3.3&#b1;2.1 vs 6.3&#b1;5 mg/day, p<0.001) to achieve the same glucose lowering effect as persons with the wild type variant.
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ABCA1 p.Arg230Cys 23273975:77:30
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78 A glyburide doseࣙ5 mg/ day was more common in the R230C group.
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83 Discussion Our data show that persons with type 2 diabetes who have the ABCA1 R230C polymorphism require a higher glyburide dose to achieve similar glucose lowering as matched subjects with the wild type variant.
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85 The R230C allele was independently associated with the glyburide dosage, even after adjusting for FPG, BMI and adherence to therapy.
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ABCA1 p.Arg230Cys 23273975:85:4
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90 This abnormality would occur in the R230C variant individuals as a result of a decrease in ABC-A1 activity [13,14].
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ABCA1 p.Arg230Cys 23273975:90:36
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93 In addition, the R230C variant is independently associated with lower HDL-C concentrations [4].
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ABCA1 p.Arg230Cys 23273975:93:17
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94 Since HDL particles may have beneficial effects on beta cell function and survival [15,16], the coexistence of lower HDL-C concentrations may be another mechanism by which the R230C variant is associated with a decreased response to glyburide.
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ABCA1 p.Arg230Cys 23273975:94:176
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99 Additional studies are needed to measure insulin secretory capacity in patients with or without the R230C polymorphism and to elucidate the Table 1 - Clinical and biochemical parameters in R230C carriers of ATP-binding cassette transporter A1 gene and their controls (R230R) at baseline.
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ABCA1 p.Arg230Cys 23273975:99:100
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ABCA1 p.Arg230Cys 23273975:99:189
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100 Total (n=85) R230R (n=70) R230C (n=17) P value Age (years) 53.6&#b1;11 54.4&#b1;10 50.2&#b1;12 0.166 Females (n (%)) 55 (64.7) 44 (64.7) 11 (64.7) 1.0 Waist circumference (cm) 99&#b1;10 99&#b1;10 96&#b1;7 0.211 Time since diagnosis (years) 6.1&#b1;5.4 6.0&#b1;5.4 6.4&#b1;5.7 0.760 Body mass index (kg/m2 ) 30.3&#b1;6 30.4&#b1;6 30.1&#b1;4 0.827 Systolic blood pressure 120&#b1;13 121&#b1;14 118&#b1;10 0.375 Diastolic blood pressure 75&#b1;8 76&#b1;8 74&#b1;9 0.284 Fasting glycemia a (mg/dl) 150&#b1;54 146&#b1;52 163&#b1;62 0.266 Fasting insulin (mU/ml)a 12&#b1;7 12&#b1;7 11&#b1;7 0.616 HbA1c (%)a 8.9&#b1;1.5 8.7&#b1;1.5 9.4&#b1;1.7 0.086 Triglycerides (mg/dl)a 195&#b1;135 189&#b1;129 220&#b1;160 0.399 Cholesterol (mg/dl)a 182&#b1;51 188&#b1;53 171&#b1;40 0.209 HDL-cholesterol (mg/dl)a 43.6&#b1;12 44.7&#b1;13 38.9&#b1;7.9 0.093 Apolipoprotein B (mg/dl) a 106&#b1;31 107&#b1;30 102&#b1;36 0.494 a After the run-in period.
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ABCA1 p.Arg230Cys 23273975:100:26
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101 Table 2 - Glycemic response to glyburide therapy of R230C carriers of the ATP-binding cassette transporter A1 gene and their controls (R230R).
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ABCA1 p.Arg230Cys 23273975:101:52
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102 Total (n=85) R230R (n=68) R230C (n=17) P value Percent change in fasting plasma glucose (%) -10.9&#b1;22 -11.8&#b1;23 -7.7&#b1;18 0.502 Absolute change in HbA1c (% units) -2.2&#b1;1.4 -2.2&#b1;1.5 -2.0&#b1;1.3 0.725 Mean glyburide dosage (mg/day) 3.9&#b1;3.1 3.3&#b1;2.1 6.3&#b1;5.0 0.001 Percentage of cases with glyburideࣙ5 mg/day (% (n)) 34.1 (29) 30.8 (21) 47 (8) 0.020 Percentage of cases with HbA1c <7% (%(n)) 60 (51) 63.2 (43) 47 (8) 0.411 Percentage of cases with fasting plasma glucose <110 mg/dl (%(n)) 43.5 (37) 42.6 (29) 47.9 (8) 0.438 640 M E T A B O L I S M C L I N I C A L A N D E X P E R I M E N T A L 6 2 ( 2 0 1 ) 6 3 8 - 6 4 1 mechanisms which explain the higher sulfonylurea requirement in the R230C group.
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ABCA1 p.Arg230Cys 23273975:102:26
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122 [4] Aguilar-Salinas CA, Canizales-Quinteros S, Rojas-Mart&#ed;nez R, et al. The non-synonymous Arg230Cys variant (R230C) of the ATP-binding cassette transporter A1 is associated with low HDL cholesterol concentrations in Mexican adults: a population based nation wide study.
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ABCA1 p.Arg230Cys 23273975:122:95
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ABCA1 p.Arg230Cys 23273975:122:114
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124 [5] Villarreal-Molina MT, Aguilar-Salinas CA, Rodr&#ed;guez-Cruz M, et al. The ABCA1 R230C variant affects HDL cholesterol levels and body mass index in the Mexican population: association with obesity and obesity-related comorbidities.
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ABCA1 p.Arg230Cys 23273975:124:85
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126 [6] Villarreal-Molina MT, Flores-Dorantes MT, Arellano-Campos O, et al. Association of the ABCA1 R230C variant with early-onset type 2 diabetes in the Mexican population.
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PMID: 23505323 [PubMed] Weissglas-Volkov D et al: "Genomic study in Mexicans identifies a new locus for triglycerides and refines European lipid loci."
No. Sentence Comment
160 The functionally important missense variant rs9282541 in ABCA1 (R230C) indeed seems to be exclusive to Amerindian-derived populations such as Mexicans.35 However, the frequencies of the independent SNPs rs2036402 near TIMD4 and rs4149310 near ABCA1 are substantially lower in the HapMapIII CEU panel than in Mexicans. These interpopulation differences in allele frequency can lead to association signals at different SNPs in different populations which do not necessarily mean that the causal variant is also population specific.
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ABCA1 p.Arg230Cys 23505323:160:64
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PMID: 23555291 [PubMed] Wu Y et al: "Trans-ethnic fine-mapping of lipid loci identifies population-specific signals and allelic heterogeneity that increases the trait variance explained."
No. Sentence Comment
234 Reported functional variants [ref] Reported functional variants on Metabochip Variants with strongest association at a signal Signal Ethnic group* MAF Notes PCSK9: rs28362286 (C679X) [22] Yes rs28362286 1st AA 0.009 Same variant PCSK9: rs28362263 (A443T) [29] Yes rs28362263 2nd AA 0.097 Same variant PCSK9: rs28362261 (N425S) [30] Yes rs28362261 3rd AA 0.017 Same variant PCSK9: rs67608943 (Y142X) [22] Yes rs67608943 4th AA 0.004 Same variant PCSK9: rs72646508 (L253F) [22] Yes rs72646508 5th AA 0.003 Same variant APOE: rs7412 (R176C) [23] Yes rs7412 1st AA, ASN, EUR 0.056-0.110 Same variant APOE: rs769455 (R163C) [31] Yes rs769455 2nd AA 0.020 Same variant APOA5: rs3135506 (S19W) [26] Yes rs3135506 1st AA 0.058 Same variant APOA5: rs651821(-3A.G) [32] Yes rs651821 1st ASN 0.275 Same variant APOA5: rs2075291 (G185C) [25] Yes rs2075291 2nd ASN 0.064 Same variant GCKR: rs1260326 (L446P) [28] Yes rs1260326 1st AA, EUR 0.149-0.350 Same variant SORT1: rs12740374 [18] Yes rs12740374 1st AA 0.247 Same variant CETP: rs17231520 [33] Yes rs17231520 3rd AA 0.069 Same variant LIPC: rs2070895 [34] Proxy: rs1077834 (LD r2 = 1.00) rs1077834 1st, 2nd AA, EUR 0.481 LD r2 = 1.00 APOB: rs7575840 [35] Yes rs934198 1st EUR 0.298 LD r2 = 0.98 LPL: rs328 (S447X) [36] Yes rs1803924 1st ASN 0.095 LD r2 = 0.96 LDLR: rs688 (N591N) [37] Yes rs73015011, rs112898275 1st AA, EUR ---- LD r2 ,0.01 LPL: rs1801177 (D9N) [38] Yes rs75551077, rs15285 1st AA, EUR ---- LD r2 ,0.02 HMGCR: rs3761740 (-911C.A) [39] Proxy: rs17238330 (LD r2 = 1.00) rs12916 1st EUR ---- LD r2 ,0.20 LDLR: -139C.G [40] No ---- ---- ---- ---- ---- LPL: rs268 (N291S) [41] No ---- ---- ---- ---- ---- ABCA1: rs9282541 (R230C) [42] No ---- ---- ---- ---- ---- ABCA1: rs2066715 (V825I) [43] No ---- ---- ---- ---- ---- LCAT: rs28940887(R159W) [44] No ---- ---- ---- ---- ---- PLTP: R235W [45] No ---- ---- ---- ---- ---- LIPG: rs77960347 (A396S) [46] No ---- ---- ---- ---- ---- LIPG: rs34474737 [47] No ---- ---- ---- ---- ---- *AA, African American; EUR, European; ASN, East Asian.
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ABCA1 p.Arg230Cys 23555291:234:1679
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PMID: 23894207 [PubMed] Zhu X et al: "Myeloid cell-specific ABCA1 deletion does not worsen insulin resistance in HF diet-induced or genetically obese mouse models."
No. Sentence Comment
237 The ATP-binding cassette transporter A1 R230C variant affects HDL cholesterol levels and BMI in the Mexican population: association with obesity and obesity-related comorbidities.
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ABCA1 p.Arg230Cys 23894207:237:40
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240 Association of the ATP-binding cassette transporter A1 R230C variant with early-onset type 2 diabetes in a Mexican population.
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ABCA1 p.Arg230Cys 23894207:240:55
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PMID: 24844148 [PubMed] Koldamova R et al: "ATP-binding cassette transporter A1: from metabolism to neurodegeneration."
No. Sentence Comment
948 A highly frequent non-synonymous variant of ABCA1 (R230C) was identified in a Mexican population and shown to associate with obesity and type 2 diabetes (Villarreal-Molina et al., 2008).
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ABCA1 p.Arg230Cys 24844148:948:51
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PMID: 25027185 [PubMed] Liu H et al: "Effects of R219K polymorphism of ATP-binding cassette transporter 1 gene on serum lipids ratios induced by a high-carbohydrate and low-fat diet in healthy youth."
No. Sentence Comment
192 Aguilar-Salinas CA, Mu&#f1;oz-Hernandez LL, Cobos-Bonilla M, Ram&#ed;rez-M&#e1;rquez MR, Ordo&#f1;ez-Sanchez ML, Mehta R, Medina-Santillan R, Tusie-Luna MT: The R230C variant of the ATP binding cassette protein A1 (ABCA1) gene is associated with a decreased response to glyburide therapy in patients with type 2 diabetes mellitus.
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ABCA1 p.Arg230Cys 25027185:192:161
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PMID: 25839936 [PubMed] Lara-Riegos JC et al: "Diabetes susceptibility in Mayas: Evidence for the involvement of polymorphisms in HHEX, HNF4alpha, KCNJ11, PPARgamma, CDKN2A/2B, SLC30A8, CDC123/CAMK1D, TCF7L2, ABCA1 and SLC16A11 genes."
No. Sentence Comment
132 In a previous report the association of the variant R230C with T2D in Mexican mestizos was informed, with a variant frequency of 24.5%.
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ABCA1 p.Arg230Cys 25839936:132:52
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PMID: 26256050 [PubMed] Gamboa-Melendez MA et al: "Novel association of the R230C variant of the ABCA1 gene with high triglyceride levels and low high-density lipoprotein cholesterol levels in Mexican school-age children with high prevalence of obesity."
No. Sentence Comment
0 ORIGINAL ARTICLE Novel Association of the R230C Variant of the ABCA1 Gene with High Triglyceride Levels and Low High-density Lipoprotein Cholesterol Levels in Mexican School-age Children with High Prevalence of Obesity Marco Alberto Gamboa-Mel endez,a Carlos Galindo-G omez,a Liliana Ju arez-Mart ƒnez,a F. Enrique G omez,b Eulises Diaz-Diaz,c Marco Antonio  Avila-Arcos,a and Abelardo  Avila-Curiela a Direcci on de Nutrici on, b Departamento de Fisiolog ƒa de la Nutrici on, c Departamento de Biolog ƒa de la Reproducci on, Instituto Nacional de Ciencias M edicas y Nutrici on Salvador Zubir an, M exico, D.F., Mexico Received for publication September 28, 2014; accepted July 31, 2015 (ARCMED-D-14-00546).
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ABCA1 p.Arg230Cys 26256050:0:42
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3 The R230C variant of the ABCA1 gene has been associated with low HDL-cholesterol in several studies, but its association with MetS in children remains to be determined.
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ABCA1 p.Arg230Cys 26256050:3:4
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4 The aim of this study was to analyze the association of the R230C variant with MetS and other metabolic traits in school-aged Mexican children.
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9 The R230C variant of the ABCA1 gene was genotyped to seek associations with MetS and other metabolic traits.
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ABCA1 p.Arg230Cys 26256050:9:4
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12 The R230C variant was not associated with MetS (OR 5 1.65; p 5 0.139).
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ABCA1 p.Arg230Cys 26256050:12:4
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13 Furthermore, in the whole population, the R230C variant was associated with low HDL-cholesterol levels (b coefficient 5 3.28, p !0.001).
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16 We found a new association of the R230C variant of the ABCA1 gene with high triglyceride levels.
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ABCA1 p.Arg230Cys 26256050:16:34
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27 In the Mexican population, the nonsynonymous R230C variant (rs9282541) of the ABCA1 gene has been consistently associated with low HDL-cholesterol, whereas in some studies it has been associated with obesity and MetS (6e8).
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29 However, there has been only one report studying the R230C variant in children, which found an association between R230C and low HDL-cholesterol in school-aged children (10).
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ABCA1 p.Arg230Cys 26256050:29:53
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30 In the present study we evaluated the R230C variant of the ABCA1 gene and its relationship to MetS and its components in a population of children attending public elementary schools in the State of Mexico where overweight and obesity are prevalent.
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56 The R230C variant of the ABCA1 gene was genotyped using the TaqMan probe (Perkin-Elmer, Waltham, MA) specifically designed for SNP rs9282541 using the Rotor-Gene Q 5-Plex thermal cycler with high-resolution melting (HRM) channel (Qiagen).
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61 Differences in anthropometric, clinical, and metabolic characteristics of the study population were compared using the Kruskal-Wallis test for continuous variables and c2 test for categorical variables according to age group and R230C genotype.
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ABCA1 p.Arg230Cys 26256050:61:229
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63 The association between the R230C variant and MetS was analyzed by logistic regression models adjusted for age, sex, BMI z-score, and socioeconomic status.
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ABCA1 p.Arg230Cys 26256050:63:28
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64 The association between the R230C variant and quantitative variables was analyzed using multiple linear regression models adjusted for age, sex, socioeconomic status, and BMI z-score when applicable.
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73 We evaluated the R230C variant and its relationship with MetS and its components.
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ABCA1 p.Arg230Cys 26256050:73:17
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75 Interestingly, an association of the R230C variant with hypoalphalipoproteinemia (OR 5 2.92, p 5 0.001) was shown only in children aged 6e9 years Table 1.
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ABCA1 p.Arg230Cys 26256050:75:37
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80 Median triglyceride concentrations have higher values in children who carry genotypes containing the risk allele (R230C and C230C).
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ABCA1 p.Arg230Cys 26256050:80:114
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81 In addition, we found a statistically significant association of the R230C variant with low HDL-cholesterol levels ( p !0.001); our data imply that for every risk allele unit of this R230C variant there is a decrease of 3.28 mg/dl in plasma HDL-cholesterol levels (Table 4).
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ABCA1 p.Arg230Cys 26256050:81:69
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ABCA1 p.Arg230Cys 26256050:81:183
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84 Finally, R230C was not associated with any of the other quantitative traits evaluated (Table 4).
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ABCA1 p.Arg230Cys 26256050:84:9
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87 Therefore, we evaluated whether the non-synonymous R230C variant (rs9282541) of the ABCA1 gene was associated with MetS and whether we could replicate its association with low HDL-cholesterol in a population of children in public elementary schools of the State of Mexico.
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ABCA1 p.Arg230Cys 26256050:87:51
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88 We found a novel association of R230C variant with high triglyceride Table 2.
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ABCA1 p.Arg230Cys 26256050:88:32
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89 Analysis of association of R230C variant abdominal obesity, hypertension, hyperglycemia, hypertriglyceridemia, and hypoalphalipoproteinemia by age groups TRAITa Risk allele frequency (T) Children aged 6e9 years, n [ 225 Children aged 10e13 years, n [ 207 All, n [ 432 Without trait, n [ 275 With trait, n [ 157 OR (95% CI) p OR (95% CI) p AOb 0.119 0.098 0.128 1.31 (0.69e2.49) 0.404 1.16 (0.59e2.30) 0.665 Hypertension 0.119 0.124 0.078 0.40 (0.10e1.65) 0.203 0.80 (0.30e2.14) 0.650 Hyperglycemia 0.119 0.120 0.118 0.99 (0.46e2.15) 0.983 0.93 (0.47e1.87) 0.846 Hypertriglyceridemia 0.119 0.103 0.153 1.55 (0.85e2.81) 0.152 1.39 (0.73e2.65) 0.318 Hypoalphalipoproteinemia 0.119 0.081 0.167 2.92 (1.56e5.48) 0.001 1.65 (0.88e3.07) 0.117 NA, not applicable; AO, abdominal obesity; OR, odds ratio.
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ABCA1 p.Arg230Cys 26256050:89:27
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94 Clinical and metabolic characteristics of the population stratified by genotype groups TRAIT R230C variant, additive model p R230R (CC) R230C (CT) C230C (TT) BMI (kg/m2 ) 24.2 (21.60e26.84) 24.9 (22.49e27.09) 24.0 (22.92e26.58) 0.575 BMI z-score 2.58 (2.01e2.97) 2.65 (2.31e3.01) 2.70 (2.42e2.91) 0.495 Waist circumference (cm) 81.2 (72.6e87.2) 81.1 (73.04e89.0) 78.8 (74.0e83.0) 0.721 SBP (mmHg) 112.0 (104.0e120.0) 112.0 (104.0e118.0) 102.5 (97.0e107.0) 0.078 DBP (mmHg) 67.0 (61.0e73.0) 65.0 (60.0e72.0) 63.0 (58.0e72.0) 0.267 Glucose (mg/dL) 94.0 (90.0e98.0) 94.0 (91.0e99.0) 93.5 (89.0e97.0) 0.582 Insulin (mU/mL) 14.37 (8.60e20.79) 13.3 (9.56e24.97) 14.7 (10.32e19.70) 0.755 InHOMA (HOMA1-IR) 3.38 (1.95e4.79) 3.12 (2.09e5.82) 3.36 (2.45e4.19) 0.775 HOMA2-% B 117.5 (87.6e157.1) 119.5 (90.5e161.5) 127.3 (90.7e177.2) 0.800 HOMA2-% S 61.7 (43.0e102.5) 66.4 (36.5e91.6) 62.5 (47.5e84.9) 0.752 HOMA2-IR 1.62 (0.98e2.33) 1.51 (1.09e2.74) 1.66 (1.18e2.11) 0.752 Total cholesterol (mg/dL) 163.0 (145.0e184.0) 158.0 (142.0e180.0) 158.5 (129.0e172.0) 0.280 Triglycerides (mg/dL) 118 (80.0e154.0) 126.0 (95.0e199.0) 151 (104.0e172.0) 0.045a HDL-cholesterol (mg/dL) 41.0 (36.0e48.0) 37.0 (33.0e45.0) 34 (33.0e40.0) 0.0002a LDL-cholesterol (mg/dL) 106.0 (90.0e124.0) 103.0 (88.0e126.0) 98.5 (84.0e123.0) 0.827 SBP, systolic blood pressure; DBP, diastolic blood pressure. Medians (25th e75th percentiles) are shown because the data do not show normal distribution. For comparison of groups, non-parametric Kruskal-Wallis test was performed. Statistically significant observations are in bold. a Significant differences of the population stratified by genotype groups.
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ABCA1 p.Arg230Cys 26256050:94:93
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ABCA1 p.Arg230Cys 26256050:94:136
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97 However, the R230C variant was not associated with MetS (OR 5 1.65; p 5 0.139).
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ABCA1 p.Arg230Cys 26256050:97:13
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102 In this regard, the R230C variant of the ABCA1 gene was first reported in subjects with familial hypoalphalipoproteinemia in an Oji-Cree population (21).
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ABCA1 p.Arg230Cys 26256050:102:20
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104 In our study, according to the IDF criteria, the R230C variant was not associated with MetS (OR 5 1.65; p 5 0.139).
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ABCA1 p.Arg230Cys 26256050:104:49
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108 This is the second study in which the R230C variant was analyzed in a Mexican school-aged population.
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ABCA1 p.Arg230Cys 26256050:108:38
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111 Acu~ na-Alonzo et al. also found that R230C variant decreases cholesterol efflux by 27% in vitro and showed that it is a functional variant (9).
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ABCA1 p.Arg230Cys 26256050:111:38
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112 Interestingly, we found a novel association of the R230C variant with increased triglyceride levels in the present study.
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115 However, the effect of BMI on triglyceride levels was greater in women carrying the risk allele of the R230C variant probably (31).
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117 Although some reports have shown a tendency of higher triglycerides in those subjects with the risk variant genotype in a dominant model (R230C/C230C), their results failed to reach statistical significance (7,8,31,32).
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126 Although most reports evaluating the R230C variant of the ABCA1 gene did not take into account ancestry, a recent report revealed the importance to consider this factor because Mexico is Table 4.
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137 In conclusion, our findings confirmed the association of the R230C variant of the ABCA1 gene with low HDL-cholesterol in Mexican school-aged children.
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PMID: 26579206 [PubMed] Jacobo-Albavera L et al: "Dietary fat and carbohydrate modulate the effect of the ATP-binding cassette A1 (ABCA1) R230C variant on metabolic risk parameters in premenopausal women from the Genetics of Atherosclerotic Disease (GEA) Study."
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0 RESEARCH Open Access Dietary fat and carbohydrate modulate the effect of the ATP-binding cassette A1 (ABCA1) R230C variant on metabolic risk parameters in premenopausal women from the Genetics of Atherosclerotic Disease (GEA) Study Leonor Jacobo-Albavera1 , Carlos Posadas-Romero2 , Gilberto Vargas-Alarc&#f3;n3 , Sandra Romero-Hidalgo4 , Rosalinda Posadas-S&#e1;nchez2 , Mar&#ed;a del Carmen Gonz&#e1;lez-Salazar2 , Alessandra Carnevale5 , Samuel Canizales-Quinteros6 , Aida Medina-Urrutia2 , Erika Ant&#fa;nez-Arg&#fc;elles7 and Teresa Villarreal-Molina7* Abstract Background: Although the R230C-ATP-binding cassette A1 (ABCA1) variant has been consistently associated with HDL-C levels, its association with diabetes and other metabolic parameters is unclear.
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5 Multivariate regression models were constructed to assess the interaction between the proportion of dietary macronutrients and the R230C polymorphism on metabolic parameters.
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11 Jacobo-Albavera et al. Nutrition & Metabolism (2015) 12:45 DOI 10.1186/s12986-015-0040-3 (Continued from previous page) Conclusion: This is the first study reporting a gender-specific interaction between ABCA1/R230C variant and dietary carbohydrate and fat percentages affecting VAT/SAT ratio, GGT, ALP, adiponectin levels and HOMA index. Our study confirmed the previously reported gender-specific ABCA1-diet interaction affecting HDL-C levels observed in an independent study. Our results show how gene-environment interactions may help further understand how certain gene variants confer metabolic risk, and may provide information useful to design diet intervention studies.
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12 Keywords: ABCA1, R230C, Gene-diet interaction, Insulin resistance, Adiponectin, Visceral to subcutaneous abdominal fat ratio, GGT, HDL-C Background The ATP-binding cassette A-1 protein (ABCA1) is essential for the transport of lipids across plasma membranes and cholesterol homeostasis, is known to have various functions in distinct tissues and plays an essential role in metabolism [1].
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26 Significant interactions of ABCA1 gene variants with dietary macronutrients affecting plasma lipid levels have been reported in the Inuit population [36], in healthy young Chinese individuals [37] and in Mexican premenopausal women [38], and two diet intervention studies reported significantly different responses in BMI, HDL-C and serum adiponectin levels in individuals bearing the ABCA1/R230C variant [39, 40].
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27 The ABCA1/R230C variant (rs9282541) was found to be private to the Americas and strongly associated with low HDL-C in Mexican mestizos and Native American populations [15, 41].
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29 Although the ABCA1/R230C variant has been consistently associated with HDL-C levels, its association with diabetes and other metabolic parameters is unclear.
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30 Thus, we aimed to explore whether gender, menopausal status and dietary macronutrient composition modulate the effect of the ABCA1/R230C variant on plasma lipid levels and other cardiometabolic risk parameters. Methods The study included a total of 1598 controls recruited from the GEA Study, which was designed to investigate genetic factors associated with premature coronary artery disease, subclinical atherosclerosis and other coronary risk factors in the Mexican population [21].
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41 The ABCA1/R230C variant (rs9282541) was genotyped using TaqMan assay number C_11720861_10, following the manufacturer`s recommendations in an ABI Prism 7900HT sequence detection system (Applied Biosystems).
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48 Pearson`s correlations were calculated to study the linear relationship between macronutrient proportions and anthropometric and metabolic variables, stratified by gender, menopausal status and ABCA1/R230C genotype.
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51 Multivariate regression models were used to assess the interaction between the proportion of dietary components and the R230C variant on the dependent variables and to assess their predictive effect, adjusting for age, BMI and alcohol consumption as appropriate.
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52 The study power to detect interactions between the ABCA1/R230C variant and dietary fat percentage affecting HDL-C, HOMA-IR, VAT/SAT ratio, adiponectin, ALP and GGT levels in premenopausal women was calculated using QUANTO software version 1.2.4 [50], assuming a dominant model with a minor allele (T) frequency of 0.11 and parameters estimated from the study population.
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54 Results Anthropometric and biochemical characteristics of the population stratified according to gender and menopausal status are shown in Additional file 1: Tables S1 and S2. All correlations between macronutrient percentages and metabolic parameters stratified by gender, menopausal status and ABCA1/R230C genotypes are depicted as a correlation matrix in Fig. 1.
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58 Median values for these six metabolic parameters according to ABCA1/ R230C genotypes in the entire study population and in premenopausal women are described in Additional file 1: Table S4. Additional file 1: Tables S5 and S6 show median values for these metabolic parameters according to genotype and stratified by dietary carbohydrate and fat percentage tertiles.
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60 Both carbohydrate and fat ABCA1/R230C interactions affecting HDL-C and adiponectin serum levels showed statistical significance (Pinteraction <0.04) (Figs. 2a and 3a).
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63 Interactions between ABCA1/R230C and dietary carbohydrate and fat affecting VAT/SAT ratio, ALP and GGT levels were statistically significant (P < 0.03) (Figs. 2c, 3b and 3c); these interactions showed a tendency to significance for HOMA-IR (P = 0.075 and P = 0.058, respectively) (Fig. 2b).
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67 Discussion We present here evidence suggesting that dietary macronutrient proportions modulate the effect of the functional ABCA1/R230C gene variant on several metabolic parameters in premenopausal women.
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68 Although the total number of premenopausal women was small (n = 363), Fig. 1 Correlations between macronutrient percentages and metabolic parameters stratified by gender, menopausal status and ABCA1/R230C genotypes.
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72 All interactions indicate a metabolically unfavorable pattern in premenopausal women carrying the risk allele consuming higher carbohydrate and lower fat diets (lower HDL-C and adiponectin levels, higher VAT/SAT ratio, HOMA-IR and higher GGT and % Dietary Carbohydrate log(HDL-C) 1.50 1.55 1.60 1.65 1.70 1.75 1.80 30 35 40 45 50 55 60 65 70 RR 30 35 40 45 50 55 60 65 70 RC/CC % Dietary Fat log(HDL-C) 1.45 1.50 1.55 1.60 1.65 1.70 1.75 1.80 15 20 25 30 35 40 45 50 RR 15 20 25 30 35 40 45 50 RC/CC % Dietary Carbohydrate log(HOMA-IR) 0.3 0.4 0.5 0.6 0.7 0.8 30 35 40 45 50 55 60 65 70 RR 30 35 40 45 50 55 60 65 70 RC/CC % Dietary Fat log(VAT/SAT) -0.6 -0.5 -0.4 -0.3 -0.2 15 20 25 30 35 40 45 50 RR 15 20 25 30 35 40 45 50 RC/CC % Dietary Fat log(HOMA-IR) 0.4 0.5 0.6 0.7 0.8 15 20 25 30 35 40 45 50 RR 15 20 25 30 35 40 45 50 RC/CC % Dietary Carbohydrate log(VAT/SAT) -0.7 -0.6 -0.5 -0.4 -0.3 -0.2 30 35 40 45 50 55 60 65 70 RR 30 35 40 45 50 55 60 65 70 RC/CC Pinteraction = 0.035 Pinteraction = 0.031 Pinteraction = 0.075 Pinteraction = 0.058 Pinteraction = 0.003 Pinteraction = 0.003 A B C Fig. 2 ABCA1/R230C-Dietary Macronutrient Interactions Affecting HDL-C Levels, HOMA-IR and VAT/SAT Ratio in Premenopausal Women. Legend: Predicted values for: a HDL-C serum levels, b HOMA-IR and c VAT/SAT ratio in premenopausal women according to the percentage of dietary carbohydrate and fat intake, stratified by ABCA1/R230C genotypes under a dominant model (RR = wildtype homozygotes and RC/CC = risk allele heterozygotes and homozygotes) ALP levels); and a more favorable metabolic pattern in premenopausal women carrying the risk allele with higher fat and lower carbohydrate diets (higher HDL-C and adiponectin levels, and lower VAT/SAT ratio, HOMA-IR, GGT and ALP levels).
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73 Gender differences in carbohydrate and fat metabolism are well known [51, 52] and gender % Dietary Fat log(GGT) 1.0 1.1 1.2 1.3 1.4 1.5 1.6 1.7 15 20 25 30 35 40 45 50 RR 15 20 25 30 35 40 45 50 RC/CC % Dietary Carbohydrate log(GGT) 1.0 1.1 1.2 1.3 1.4 1.5 1.6 30 35 40 45 50 55 60 65 70 RR 30 35 40 45 50 55 60 65 70 RC/CC % Dietary Fat log(ALP) 1.70 1.75 1.80 1.85 1.90 1.95 2.00 2.05 15 20 25 30 35 40 45 50 RR 15 20 25 30 35 40 45 50 RC/CC % Dietary Carbohydrate log(ALP) 1.70 1.75 1.80 1.85 1.90 1.95 2.00 30 35 40 45 50 55 60 65 70 RR 30 35 40 45 50 55 60 65 70 RC/CC % Dietary Carbohydrate log(Adiponectin) 0.7 0.8 0.9 1.0 1.1 1.2 1.3 30 35 40 45 50 55 60 65 70 RR 30 35 40 45 50 55 60 65 70 RC/CC Pinteraction = 0.026 Pinteraction = 0.020 Pinteraction = 0.007 Pinteraction = 0.021 Pinteraction = 0.014 Pinteraction = 0.005 % Dietary Fat log(Adiponectin) 0.6 0.7 0.8 0.9 1.0 1.1 1.2 1.3 15 20 25 30 35 40 45 50 RR 15 20 25 30 35 40 45 50 RC/CC A B C Fig. 3 ABCA1/R230C-Dietary Macronutrient Interactions Affecting Adiponectin, ALP and GGT Levels in Premenopausal Women. Legend: Predicted values for: a serum adiponectin, b ALP and c GGT levels in premenopausal women according to the percentage of dietary carbohydrate and fat intake, stratified by ABCA1/R230C genotypes under a dominant model (RR = wildtype homozygotes and RC/CC = risk allele heterozygotes and homozygotes) differences in metabolic changes in response to diet have been previously published [53-57], mostly evident in women of reproductive age.
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75 In the GEA control group, ABCA1/R230C was significantly associated with HDL-C levels [21], but not with any other metabolic variable.
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81 However, in agreement with the report of Romero-Hidalgo et al. in an independent Mexican population [38], this inverse correlation was significantly higher in premenopausal women bearing the ABCA1/R230C allele (Pinteraction = 0.04).
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82 Also in agreement with this observation, hyperlipidemic R230C allele carriers showed a better HDL-C serum concentration response when fed a low-saturated fat diet supplemented with 25 g soy protein and 15 g soluble fiber, and this response was more evident in women [39], although the total proportion of macronutrients of this diet was not indicated.
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83 Thus, three independent studies, two based on food frequency questionnaires and one diet intervention study, confirm a gender-specific ABCA1/R230C-diet interaction affecting HDL-C serum levels.
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85 To our knowledge, the R230C variant was significantly associated with lower TG and total cholesterol levels in Mayans and Pimas from the United States in only one study [41], and the authors suggested that other genetic or environmental factors may play a role on the effect of ABCA1 on these and other metabolic traits.
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88 Because ABCA1/230C allele is less frequent than the ABCA1/219K allele, a greater sample size may be necessary to uncover a possible R230C-macronutrient interaction affecting TG levels.
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102 The ABCA1/R230C variant was associated with early-onset T2D in two independent small cohorts of the Mexican population [20], was only marginally associated with T2D in Pimas (P = 0.06) [41], and was not associated T2D in a case-control study of the Colombian population [23].
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104 In the present study, it was not possible to directly assess R230C-diet interactions affecting T2D susceptibility because of the low number of premenopausal women with T2D (n = 29).
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105 However, interactions affecting T2D-associated metabolic risk parameters (HOMA-IR, VAT/SAT ratio and adiponectin levels) showed the same unfavorable pattern in premenopausal women bearing R230C genotypes with high dietary carbohydrate intake (Figs. 2b, 2c and 3a).
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108 Although the ABCA1/ R230C diet interactions affecting HOMA-IR observed here had marginal significance (Pinteraction = 0.058 and 0.075 for dietary fat and carbohydrate intake respectively), our data suggest that gender and diet are factors that added to ABCA1 function participate in the complex process of insulin resistance, and deserve further study.
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112 Moreover, although ABCA1 has not been found to be associated with this trait in GWAS or candidate gene association studies, a dietary intervention study including nopal, chia seed, soy protein and oat reported that individuals with metabolic syndrome bearing the ABCA1/R230C variant responded with a greater decrease in body weight and a sharper increase in serum adiponectin concentrations [40].
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113 Thus, the significant interactions between the ABCA1/R230C variant and dietary fat/carbohydrate percentages observed in premenopausal women from the GEA study support this link between ABCA1 and serum adiponectin levels.
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114 Similarly, increased VAT/SAT ratio is associated with increased metabolic risk and T2D [71], and although ABCA1 has not been associated with VAT/SAT ratio, it was recently identified as a novel locus associated with body fat distribution with a stronger effect in women [22], and BMI was found to be positively associated with VAT/SAT ratio in premenopausal women from the GEA study bearing the ABCA1/R230C [21] .
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116 Interestingly, very significant interactions were observed affecting GGT and ALP serum levels, showing the same unfavorable pattern in premenopausal women bearing the R230C variant with higher dietary carbohydrate and lower dietary fat percentages.
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119 ABCA1 is expressed in gallbladder and plays a role in cholesterol concentrations in bile [76, 77], and thus higher ALP and GGT levels observed in premenopausal women bearing ABCA1/R230C and consuming high carbohydrates might be related to a higher risk of cholestasis or cholelithiasis.
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129 Conclusion To our knowledge, this is the first study reporting a gender-specific interaction between ABCA1/R230C variant and dietary carbohydrate and fat percentages affecting VAT/SAT ratio, GGT, ALP and adiponectin levels and HOMA index. Our study also replicated previously reported ABCA1-diet interaction affecting HDL-C levels in Mexican premenopausal women observed in an independent study. Our results show how gene-environment interactions may help further understand how certain gene variants confer metabolic risk, and may provide information useful to design diet intervention studies.
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135 Correlation between metabolic parameters and dietary macronutrients according to ABCA1/ R230C genotypes in premenopausal women. Table S4.
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136 Comparison of biochemical parameters stratified by ABCA1/R230C genotypes in the study population and premenopausal women. Table 5.
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137 Comparison of biochemical parameters stratified by ABCA1/R230C genotypes and carbohydrate percentage tertiles in premenopausal women. Table 6.
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138 Comparison of biochemical parameters stratified by ABCA1/R230C genotypes and fat percentage tertiles in premenopausal women.
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205 Villarreal-Molina MT, Aguilar-Salinas CA, Rodriguez-Cruz M, Riano D, Villalobos-Comparan M, Coral-Vazquez R, et al. The ATP-binding cassette transporter A1 R230C variant affects HDL cholesterol levels and BMI in the Mexican population: association with obesity and obesity-related comorbidities.
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225 Villarreal-Molina MT, Flores-Dorantes MT, Arellano-Campos O, Villalobos-Comparan M, Rodriguez-Cruz M, Miliar-Garcia A, et al. Association of the ATP-binding cassette transporter A1 R230C variant with early-onset type 2 diabetes in a Mexican population. Diabetes.
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228 Villarreal-Molina T, Posadas-Romero C, Romero-Hidalgo S, Antunez-Arguelles E, Bautista-Grande A, Vargas-Alarcon G, et al. The ABCA1 gene R230C variant is associated with decreased risk of premature coronary artery disease: the genetics of atherosclerotic disease (GEA) study.
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294 Romero-Hidalgo S, Villarreal-Molina T, Gonzalez-Barrios JA, Canizales-Quinteros S, Rodriguez-Arellano ME, Yanez-Velazco LB, et al. Carbohydrate intake modulates the effect of the ABCA1-R230C variant on HDL cholesterol concentrations in premenopausal women.
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