TABLE 3.
Association between SNPs within other loci and total energy, carbohydrate, and fat intakes1
| Gene locus, SNP, and study type | Study population | Study characteristics according to methods and results sections | n (M/F) | Dietary assessment | Dietary data | P | Results | First author (year) (ref) |
|---|---|---|---|---|---|---|---|---|
| BDNF | ||||||||
| rs62652 | ||||||||
| Cross-sectional study (meta-analysis) | African American, Asian American, Latino, Pacific Islander, European American, other | NA | 36,973 | FFQ, 24-h dietary recall | Energy (kcal/d) | 0.6503 | Park et al. (2013) (39) | |
| Carbohydrate (%E) | 0.1903 | |||||||
| Fat (%E) | 0.9203 | |||||||
| Cross-sectional study | African American, American Indian/Alaska Native, Asian/Pacific Islander, white, other | Patients with type 2 diabetes; mean age: 57.6 ± 7.2 y, mean BMI: 36.3 ± 6.1 | 2075 (912/1163) | FFQ | Energy (kcal/d) | 0.0074 | GG genotype consumed on average > 100 kcal/d more than did carriers of the less common genotypes (ß = –103.37 kcal/d) | McCaffery et al. (2012) (35) |
| Carbohydrate (%E) | 0.5135 | |||||||
| Fat (%E) | 0.5215 | |||||||
| rs20303236 | ||||||||
| Cross-sectional study | Diverse racial and ethnic groups (non-Hispanic white, African American, Hispanic, Asian/Pacific Islander, American Indian) | Participants with impaired glucose tolerance and at high risk of diabetes; mean age: 50.8 ± 10.6 y; mean BMI: 34.0 ± 6.6 | 3180 (1047/2133) | FFQ | Energy (kcal/d) | 0.0067 | Fewer total caloric intake per copy minor T allele (ß = –96.75 kcal/d) | McCaffery et al. (2017) (38) |
| Carbohydrate (%E) | NS | |||||||
| Fat (%E) | NS | |||||||
| Non-Hispanic white | 1796 (56.5% female) | Energy (kcal/d) | <0.0017 | Fewer total caloric intake per copy minor T allele (ß = –140.49 kcal/d) | ||||
| rs49234618 | ||||||||
| Cross-sectional study | Not specified (Swedish study) | Mean age: 58.0 ± 7.6 y; mean BMI: 25.8 ± 4.1 | 29,480 (11,754/17,726) | 7-d menu book, FFQ | Energy (kcal/d) | 0.3609 | Rukh et al. (2013) (32) | |
| Carbohydrate (%E) | 0.6709 | |||||||
| Fat (%E) | 0.8309 | |||||||
| rs1076766410 | ||||||||
| Cross-sectional study | African American, American Indian/Alaska Native, Asian/Pacific Islander, white, other | Patients with type 2 diabetes; mean age: 57.6 ± 7.2 y; mean BMI: 36.3 ± 6.1 | 2075 (912/1163) | FFQ | Energy (kcal/d) | 0.0074 | AA genotype consumed on average > 100 kcal/d more than did carriers of the less common genotypes (ß = –103.10 kcal/d) | McCaffery et al. (2012) (35) |
| Carbohydrate (%E) | 0.3895 | |||||||
| Fat (%E) | 0.2895 | |||||||
| rs140163511 | ||||||||
| Cross-sectional study | African American, American Indian/Alaska Native, Asian/Pacific Islander, white, other | Patients with type 2 diabetes; mean age: 57.6 ± 7.2 y, mean BMI: 36.3 ± 6.1 | 2075 (912/1163) | FFQ | Energy (kcal/d) | 0.3594 |
McCaffery et al. (2012) (35) |
|
| Carbohydrate (%E) | 0.3545 | |||||||
| Fat (%E) | 0.3215 | |||||||
| rs1488830 | ||||||||
| Cross-sectional study | Dutch | Mean age: 57.2 ± 6.1 y; mean BMI: 25.9 ± 4.0 | 1700 (0/1700) | FFQ | Energy (kcal/d) | 0.580 | Bauer et al. (2009) (43) | |
| Carbohydrate (g/d) | 0.91012 | |||||||
| Fat (g/d) | 0.58012 | |||||||
| rs925946 | ||||||||
| Cross-sectional study | Dutch | Mean age: 57.2 ± 6.1 y; mean BMI: 25.9 ± 4.0 | 1700 (0/1700) | FFQ | Energy (kcal/d) | 0.940 | Bauer et al. (2009) (43) | |
| Carbohydrate (g/d) | 0.59012 | |||||||
| Fat (g/d) | 0.55012 | |||||||
| TMEM18 | ||||||||
| rs654823813 | ||||||||
| Cross-sectional study (meta-analysis) | African American, Asian American, Latino, Pacific Islander, European American, other | NA | 36,973 | FFQ, 24-h dietary recall | Energy (kcal/d) | 0.3303 | Park et al. (2013) (39) | |
| Carbohydrate (%E) | 0.2603 | |||||||
| Fat (%E) | 0.1703 | |||||||
| Cross-sectional study | Not specified (Swedish study) | Mean age: 58.0 ± 7.6 y; mean BMI: 25.8 ± 4.1 | 29,480 (11,754/17,726) | 7-d menu book, FFQ | Energy (kcal/d) | 0.5809 | Rukh et al. (2013) (32) | |
| Carbohydrate (%E) | 0.3909 | |||||||
| Fat (%E) | 0.0929 | |||||||
| Cross-sectional study | German | Mean age: 49.4 ± 14.0 y; mean BMI: 27.0 ± 4.5 | 12,462 (6271/6191) | FFQ | Carbohydrate (score) | 0.32014 | Holzapfel et al. (2010) (42) | |
| Fat (score) | 0.03014 | Trend toward an association with fat score (OR = 1.081) | ||||||
| Cross-sectional study | Dutch | Mean age: 57.2 ± 6.1 y; mean BMI: 25.9 ± 4.0 | 1700 (0/1700) | FFQ | Energy (kcal/d) | 0.670 | Bauer et al. (2009) (43) | |
| Carbohydrate (g/d) | 0.73012 | |||||||
| Fat (g/d) | 0.31012 | |||||||
| rs2867125 | ||||||||
| Cross-sectional study | Diverse racial and ethnic groups (non-Hispanic white, African American, Hispanic, Asian/Pacific Islander, American Indian) | Participants with impaired glucose tolerance and at high risk of diabetes; mean age: 50.8 ± 10.6 y; mean BMI: 34.0 ± 6.6 | 3180 (1047/2133) | FFQ | Energy (kcal/d) | 0.0947 | McCaffery et al. (2017) (38) | |
| Carbohydrate (%E) | NS | |||||||
| Fat (%E) | NS | |||||||
| Non-Hispanic white | 1796 (56.5% female) | FFQ | Energy (kcal/d) | 0.3497 | ||||
| KCTD15 | ||||||||
| rs29941 | ||||||||
| Cross-sectional study | Diverse racial and ethnic groups (non-Hispanic white, African American, Hispanic, Asian/Pacific Islander, American Indian) | Participants with impaired glucose tolerance and at high risk of diabetes; mean age: 50.8 ± 10.6 y; mean BMI: 34.0 ± 6.6 | 3180 (1047/2133) | FFQ | Energy (kcal/d) | 0.5027 | McCaffery et al. (2017) (38) | |
| Carbohydrate (%E) | NS | |||||||
| Fat (%E) | NS | |||||||
| Non-Hispanic White | 1796 (56.5% female) | FFQ | Energy (kcal/d) | 0.6187 | ||||
| Cross-sectional study | Not specified (Swedish study) | Mean age: 58.0 ± 7.6 y; mean BMI: 25.8 ± 4.1 | 29,480 (11,754/17,726) | 7-d menu book, FFQ | Energy (kcal/d) | 0.8609 | Rukh et al. (2013) (32) | |
| Carbohydrate (%E) | 0.9509 | |||||||
| Fat (%E) | 0.9809 | |||||||
| rs1108475315 | ||||||||
| Cross-sectional study (meta-analysis) | African American, Asian American, Latino, Pacific Islander, European American, other | NA | 36,973 | FFQ, 24-h dietary recall | Energy (kcal/d) | 0.8203 | Park et al. (2013) (39) | |
| Carbohydrate (%E) | 0.7303 | |||||||
| Fat (%E) | 0.6303 | |||||||
| Cross-sectional study | German | Mean age: 49.4 ± 14.0 y; mean BMI: 27.0 ± 4.5 | 12,462 (6271/6191) | FFQ | Carbohydrate (score) | 0.16014 | Holzapfel et al. (2010) (42) | |
| Fat (score) | 0.03014 | Trend toward an association with fat score (OR = 1.066) | ||||||
| rs368794 | ||||||||
| Cross-sectional study | Dutch | Mean age: 57.2 ± 6.1 y; mean BMI: 25.9 ± 4.0 | 1700 (0/1700) | FFQ | Energy (kcal/d) | 0.640 | Bauer et al. (2009) (43) | |
| Carbohydrate (g/d) | 0.02012 | Carriers of the risk T allele ate more total carbohydrates (per allele effect: 2.50 g/d) | ||||||
| Fat (g/d) | 0.11012 | |||||||
| NEGR1 | ||||||||
| rs281575216 | ||||||||
| Cross-sectional study | Diverse racial and ethnic groups (non-Hispanic white, African American, Hispanic, Asian/Pacific Islander, American Indian) | Participants with impaired glucose tolerance and at high risk of diabetes; mean age: 50.8 ± 10.6 y; mean BMI: 34.0 ± 6.6 | 3180 (1047/2133) | FFQ | Energy (kcal/d) | 0.0787 | McCaffery et al. (2017) (38) | |
| Carbohydrate (%E) | NS | |||||||
| Fat (%E) | NS | |||||||
| Non-Hispanic white | 1796 (56.5% female) | FFQ | Energy (kcal/d) | 0.0427 | Higher total caloric intake per copy minor C allele (ß = 39.58 kcal/d) | |||
| Cross-sectional study (meta-analysis) | African American, Asian American, Latino, Pacific Islander, European American, other | NA | 36,973 | FFQ, 24-h dietary recall | Energy (kcal/d) | 0.1703 | Park et al. (2013) (39) | |
| Carbohydrate (%E) | 0.6103 | |||||||
| Fat (%E) | 0.1303 | |||||||
| Cross-sectional study | Not specified (Swedish study) | Mean age: 58.0 ± 7.6 y; mean BMI: 25.8 ± 4.1 | 29,480 (11,754/17,726) | 7-d menu book, FFQ | Energy (kcal/d) | 0.0049 | Obesity-risk T allele associated with lower total energy intake (ß = –12.15 kcal/d) | Rukh et al. (2013) (32) |
| Carbohydrate (%E) | <0.0019 | Obesity-risk T allele associated with higher carbohydrate intake (ß = 0.23%E) | ||||||
| Fat (%E) | <0.0019 | Obesity-risk T allele associated with lower fat intake (ß = –0.21%E) | ||||||
| rs1078933617 | ||||||||
| Cross-sectional study | German | Mean age: 49.4 ± 14.0 y; mean BMI: 27.0 ± 4.5 | 12,462 (6271/6191) | FFQ | Carbohydrate (score) | 0.22014 | Holzapfel et al. (2010) (42) | |
| Fat (score) | 0.96014 | |||||||
| rs2568958 | ||||||||
| Cross-sectional study | Dutch | Mean age: 57.2 ± 6.1 y; mean BMI: 25.9 ± 4.0 | 1700 (0/1700) | FFQ | Energy (kcal/d) | 0.900 | Bauer et al. (2009) (43) | |
| Carbohydrate (g/d) | 0.49012 | |||||||
| Fat (g/d) | 0.12012 | |||||||
| SH2B1 | ||||||||
| rs749866518 | ||||||||
| Cross-sectional study | Not specified (Swedish study) | Mean age: 58.0 ± 7.6 y; mean BMI: 25.8 ± 4.1 | 29,480 (11,754/17,726) | 7-d menu book, FFQ | Energy (kcal/d) | 0.8509 | Rukh et al. (2013) (32) | |
| Carbohydrate (%E) | 0.8009 | |||||||
| Fat (%E) | 0.4909 | |||||||
| Cross-sectional study | German | Mean age: 49.4 ± 14.0 y; mean BMI: 27.0 ± 4.5 | 12,462 (6271/6191) | FFQ | Carbohydrate (score) | 0.46014 | Holzapfel et al. (2010) (42) | |
| Fat (score) | 0.35014 | |||||||
| Cross-sectional study | Dutch | Mean age: 57.2 ± 6.1 y; mean BMI: 25.9 ± 4.0 | 1700 (0/1700) | FFQ | Energy (kcal/d) | 0.550 | Bauer et al. (2009) (43) | |
| Carbohydrate (g/d) | 0.34012 | |||||||
| Fat (g/d) | 0.00312 | Risk G allele associated with increased total fat intake (per allele effect: 1.08 g/d) | ||||||
| rs735939719 | ||||||||
| Cross-sectional study | Diverse racial and ethnic groups | Participants with impaired glucose tolerance and at high risk of diabetes; mean age: 50.8 ± 10.6 y; mean BMI: 34.0 ± 6.6 | 3180 (1047/2133) | FFQ | Energy (kcal/d) | 0.5687 | McCaffery et al. (2017) (38) | |
| Carbohydrate (%E) | NS | |||||||
| Fat (%E) | NS | |||||||
| Non-Hispanic white | 1796 (56.5% female) | FFQ | Energy (kcal/d) | 0.4527 | ||||
| rs4788099 | ||||||||
| Cross-sectional study | African American, American Indian/Alaska Native, Asian/Pacific Islander, white, other | Patients with type 2 diabetes; mean age: 57.6 ± 7.2 y; mean BMI: 36.3 ± 6.1 | 2075 (912/1163) | FFQ | Energy (kcal/d) | 0.3984 | McCaffery et al. (2012) (35) | |
| Carbohydrate (%E) | 0.7425 | |||||||
| Fat (%E) | 0.8455 | |||||||
| MTCH2 | ||||||||
| rs1083873820 | ||||||||
| Cross-sectional study | Not specified (Swedish study) | Mean age: 58.0 ± 7.6 y; mean BMI: 25.8 ± 4.1 | 29,480 (11,754/17,726) | 7-d menu book, FFQ | Energy (kcal/d) | 0.4109 | Rukh et al. (2013) (32) | |
| Carbohydrate (%E) | 0.7509 | |||||||
| Fat (%E) | 0.5709 | |||||||
| Cross-sectional study | German | Mean age: 49.38 ± 13.97; mean BMI: 26.97 ± 4.49 | 12,462 (6271/6191) | FFQ | Carbohydrate (score) | 0.47014 | Holzapfel et al. (2010) (42) | |
| Fat (score) | 0.54014 | |||||||
| Cross-sectional study | Dutch | Mean age: 57.2 ± 6.1 y; mean BMI: 25.9 ± 4.0 | 1700 (0/1700) | FFQ | Energy (kcal/d) | 0.890 | Bauer et al. (2009) (43) | |
| Carbohydrate (g/d) | 0.74012 | |||||||
| Fat (g/d) | 0.38012 | |||||||
| rs3817334 | ||||||||
| Cross-sectional study | Diverse racial and ethnic groups (non-Hispanic white, African American, Hispanic, Asian/Pacific Islander, American Indian) | Participants with impaired glucose tolerance and at high risk of diabetes; mean age: 50.8 ± 10.6 y; mean BMI: 34.0 ± 6.6 | 3180 (1047/2133) | FFQ | Energy (kcal/d) | 0.9367 | McCaffery et al. (2017) (38) | |
| Carbohydrate (%E) | NS | |||||||
| Fat (%E) | NS | |||||||
| Non-Hispanic white | 1796 (56.5% female) | FFQ | Energy (kcal/d) | 0.4627 | ||||
| ETV5/SFRS10 | ||||||||
| rs7647305 | ||||||||
| Cross-sectional study | Not specified (Swedish study) | Mean age: 58.0 ± 7.6 y; mean BMI: 25.8 ± 4.1 | 29,480 (11,754/17,726) | 7-d menu book, FFQ |
Energy (kcal/d) | 0.2809 | Rukh et al. (2013) (32) | |
| Carbohydrate (%E) | 0.5409 | |||||||
| Fat (%E) | 0.8709 | |||||||
| Cross-sectional study | Dutch | Mean age: 57.2 ± 6.1 y; mean BMI: 25.9 ± 4.0 | 1700 (0/1700) | FFQ | Energy (kcal/d) | 0.820 | Bauer et al. (2009) (43) | |
| Carbohydrate (g/d) | 0.52012 | |||||||
| Fat (g/d) | 0.97012 | |||||||
| rs9816226 | ||||||||
| Cross-sectional study | Diverse racial and ethnic groups (non-Hispanic white, African American, Hispanic, Asian/Pacific Islander, American Indian) | Participants with impaired glucose tolerance and at high risk of diabetes; mean age: 50.8 ± 10.6 y; mean BMI: 34.0 ± 6.6 | 3180 (1047/2133) | FFQ | Energy (kcal/d) | 0.1127 | McCaffery et al. (2017) (38) | |
| Carbohydrate (%E) | NS | |||||||
| Fat (%E) | NS | |||||||
| Non-Hispanic white | 1796 (56.5% female) | FFQ | Energy (kcal/d) | 0.0137 | Higher total caloric intake per copy minor A allele (ß = 86.85 kcal/d) | |||
| GNPDA2 | ||||||||
| rs1093839721 | ||||||||
| Cross-sectional study | Not specified (Swedish study) | Mean age: 58.0 ± 7.6 y; mean BMI: 25.8 ± 4.1 | 29,480 (11,754/17,726) | 7-d menu book, FFQ | Energy (kcal/d) | 0.0399 | Obesity-risk G allele associated with lower total energy intake (ß = –10.97 kcal/d) | Rukh et al. (2013) (32) |
| Carbohydrate (%E) | 0.7009 | |||||||
| Fat (%E) | 0.8409 | |||||||
| Cross-sectional study | Dutch | Mean age: 57.2 ± 6.1 y; mean BMI: 25.9 ± 4.0 | 1700 (0/1700) | FFQ | Energy (kcal/d) | 0.370 | Bauer et al. (2009) (43) | |
| Carbohydrate (g/d) | 0.79012 | |||||||
| Fat (g/d) | 0.63012 | |||||||
| rs12641981 | ||||||||
| Cross-sectional study | Diverse racial and ethnic groups (non-Hispanic white, African American, Hispanic, Asian/Pacific Islander, American Indian) | Participants with impaired glucose tolerance and at high risk of diabetes; mean age: 50.8 ± 10.6 y; mean BMI: 34.0 ± 6.6 | 3180 (1047/2133) | FFQ | Energy (kcal/d) | 0.5597 | McCaffery et al. (2017) (38) | |
| Carbohydrate (%E) | NS | |||||||
| Fat (%E) | NS | |||||||
| Non-Hispanic white | 1796 (56.5% female) | FFQ | Energy (kcal/d) | 0.6067 | ||||
| FGF21 | ||||||||
| rs83813322 | ||||||||
| Meta-analysis | European ancestry | NA | 71,326 | FFQ | Carbohydrate (%E) | <0.00123 | Genetic variant associated with increased carbohydrate intake (ß = 0.23%E) | Chu et al. (2013) (41) |
| Fat (%E) | <0.00123 | Genetic variant associated with decreased fat intake (ß = –0.21%E) | ||||||
| rs838147 | ||||||||
| Meta-analysis | Multi-ethnic | FFQ | Carbohydrate (%E) | <0.00124 | Minor allele associated with higher carbohydrate intake (ß = 0.25%E) | Tanaka et al. (2013) (14) | ||
| GWA cohort (CHARGE) | Multi-ethnic | 37,537 | <0.00124 | Minor allele associated with higher carbohydrate intake (ß = 0.30%E) | ||||
| Replication cohort (DietGen) | US population–based cohorts | 33,533 | 0.00624 | Minor allele associated with higher carbohydrate intake (ß = 0.18%E) | ||||
| PPARG | ||||||||
| rs1801282 | ||||||||
| Cross-sectional study | White | Mean age according to sex: women = 38.3 ± 11.7 y, men = 37.5 ± 10.7 y; mean BMI according to sex: women = 27.3 ± 6.0, men = 28.6 ± 5.4 | 700 (290/410) | FFQ | Energy (kcal/d) | 0.81025 | Bouchard-Mercier et al. (2012) (47) | |
| Fat (g/d) | 0.04026 | Ala12 carriers had higher total fat intake than Pro12/Pro12 carriers | ||||||
| Fat (%E) | 0.03025 | Ala12 carriers had higher relative fat intake than Pro12/Pro12 carriers | ||||||
| Cross-sectional study | African American, American Indian/Alaska Native, Asian/Pacific Islander, white, other | Patients with type 2 diabetes; mean age: 57.6 ± 7.2 y; mean BMI: 36.3 ± 6.1 | 2075 (912/1163) | FFQ | Energy (kcal/d) | 0.0704 | McCaffery et al. (2012) (35) | |
| Carbohydrate (%E) | 0.9625 | |||||||
| Fat (%E) | 0.5275 | |||||||
| BCDIN3D/FAIM2 | ||||||||
| rs7138803 | ||||||||
| Cross-sectional study | Diverse racial and ethnic groups (non-Hispanic white, African American, Hispanic, Asian/Pacific Islander, American Indian) | Participants with impaired glucose tolerance and at high risk of diabetes; mean age: 50.8 ± 10.6 y; mean BMI: 34.0 ± 6.6 | 3180 (1047/2133) | FFQ | Energy (kcal/d) | 0.3437 | McCaffery et al. (2017) (38) | |
| Carbohydrate (%E) | NS | |||||||
| Fat (%E) | NS | |||||||
| Non-Hispanic white | 1796 (56.5% female) | FFQ | Energy (kcal/d) | 0.6487 | ||||
| Cross-sectional study | Not specified (Swedish study) | Mean age: 58.0 ± 7.6 y; mean BMI: 25.8 ± 4.1 | 29,480 (11,754/17,726) | 7-d menu book, FFQ | Energy (kcal/d) | 0.9609 | Rukh et al. (2013) (32) | |
| Carbohydrate (%E) | 0.5709 | |||||||
| Fat (%E) | 0.6409 | |||||||
| CB1-R/CNR-1 | ||||||||
| rs1049353 | ||||||||
| Cross-sectional study | Not specified (Spanish study) | Mean age: 45.8 ± 11.3 y; mean BMI: 36.9 ± 6.1 | 896 (0/896) | 3-d food record | Energy (kcal/d) | NS | de Luis et al. (2016) (48) | |
| Carbohydrate (g/d) | NS | |||||||
| Fat (g/d) | NS | |||||||
| Cross-sectional study | Not specified (Italian study) | Elderly subjects; mean age according to genotype: GG = 69.7 ± 3.4 y, AA/AG = 70.4 ± 3.2 y; mean BMI according to genotype: GG = 28.9 ± 5.7, AA/AG = 27.8 ± 6.4 | 118 (60/58) | FFQ | Carbohydrate (g/d) | 0.15027 | Caruso et al. (2012) (49) | |
| Fat (g/d) | 0.25027 | |||||||
| CD36 | ||||||||
| rs1761667 | ||||||||
| Cross-sectional study | White, African, West Asian, East Asian | Two age groups: AGE-1, 18–29 y; AGE-2, 30–55 y; mean BMI: 22.9 ± 0.3 | 136 (41/95) | FFQ, 3-d food diary | Energy (kcal/d) | NS | Shen et al. (2017) (50) | |
| Fat (g/d) | NS | |||||||
| Cross-sectional study | Mestizos | Normal-weight subjects; mean age: 40.2 ± 15.1 y; mean BMI: 22.4 ± 1.9 | 132 (68/64) | 3-d food record | Energy (kcal/d) | 0.160 | Ramos-Lopez et al. (2015) (51) | |
| Carbohydrate (g/d) | 0.100 | |||||||
| Fat (g/d) | 0.380 | |||||||
| Overweight subjects; mean age: 43.2 ± 13.9 y; mean BMI: 27.5 ± 1.4 | 163 (78/85) | Energy (kcal/d) | <0.001 | AA genotype had higher intake of calories than the other genotypes | ||||
| Carbohydrate (g/d) | 0.070 | |||||||
| Fat (g/d) | <0.001 | AA genotype had higher intake of total fat than the other genotypes | ||||||
| Obese subjects; mean age: 42.5 ± 12.4 y; mean BMI: 34.5 ± 4.6 | 146 (56/90) | Energy (kcal/d) | 0.510 | |||||
| Carbohydrate (g/d) | 0.180 | |||||||
| Fat (g/d) | 0.980 | |||||||
| MAP2K5 | ||||||||
| rs224142328 | ||||||||
| Cross-sectional study | Diverse racial and ethnic groups (non-Hispanic white, African American, Hispanic, Asian/Pacific Islander, American Indian) | Participants with impaired glucose tolerance and at high risk of diabetes; mean age: 50.8 ± 10.6 y; mean BMI: 34.0 ± 6.6 | 3180 (1047/2133) | FFQ | Energy (kcal/d) | 0.9067 | McCaffery et al. (2017) (38) | |
| Carbohydrate (%E) | NS | |||||||
| Fat (%E) | NS | |||||||
| Non-Hispanic white | 1796 (56.5% female) | FFQ | Energy (kcal/d) | 0.9077 | ||||
| rs2241420 | ||||||||
| Cross-sectional study | African American, American Indian/Alaska Native, Asian/Pacific Islander, white, other | Patients with type 2 diabetes; mean age: 57.6 ± 7.2 y; mean BMI: 36.3 ± 6.1 | 2075 (912/1163) | FFQ | Energy (kcal/d) | 0.6214 | McCaffery et al. (2012) (35) | |
| Carbohydrate (%E) | 0.7025 | |||||||
| Fat (%E) | 0.8705 | |||||||
| MTIF3 | ||||||||
| rs188598829 | ||||||||
| Cross-sectional study | Diverse racial and ethnic groups (non-Hispanic white, African American, Hispanic, Asian/Pacific Islander, American Indian) | Participants with impaired glucose tolerance and at high risk of diabetes; mean age: 50.8 ± 10.6 y; mean BMI: 34.0 ± 6.6 | 3180 (1047/2133) | FFQ | Energy (kcal/d) | 0.6377 | McCaffery et al. (2017) (38) | |
| Carbohydrate (%E) | NS | |||||||
| Fat (%E) | NS | |||||||
| Non-Hispanic white | 1796 (56.5% female) | FFQ | Energy (kcal/d) | 0.4857 | ||||
| rs7988412 | ||||||||
| Cross-sectional study | African American, American Indian/Alaska Native, Asian/Pacific Islander, white, other | Patients with type 2 diabetes; mean age: 57.6 ± 7.2 y; mean BMI: 36.3 ± 6.1 | 2075 (912/1163) | FFQ | Energy (kcal/d) | 0.9954 | McCaffery et al. (2012) (35) | |
| Carbohydrate (%E) | 0.9325 | |||||||
| Fat (%E) | 0.8325 | |||||||
| QPCTL/GIPR | ||||||||
| rs2287019 | ||||||||
| Cross-sectional study | Diverse racial and ethnic groups (non-Hispanic white, African American, Hispanic, Asian/Pacific Islander, American Indian) | Participants with impaired glucose tolerance and at high risk of diabetes; mean age: 50.8 ± 10.6 y; mean BMI: 34.0 ± 6.6 | 3180 (1047/2133) | FFQ | Energy (kcal/d) | 0.9517 | McCaffery et al. (2017) (38) | |
| Carbohydrate (%E) | NS | |||||||
| Fat (%E) | NS | |||||||
| Non-Hispanic white | 1796 (56.5% female) | FFQ | Energy (kcal/d) | 0.7267 | ||||
| rs11672660 | ||||||||
| Cross-sectional study | African American, American Indian/Alaska Native, Asian/Pacific Islander, white, other | Patients with type 2 diabetes; mean age: 57.6 ± 7.2 y; mean BMI: 36.3 ± 6.1 | 2075 (912/1163) | FFQ | Energy (kcal/d) | 0.3834 | McCaffery et al. (2012) (35) | |
| Carbohydrate (%E) | 0.7945 | |||||||
| Fat (%E) | 0.7455 | |||||||
| SEC16B/RASAL2 | ||||||||
| rs54387430 | ||||||||
| Cross-sectional study | Diverse racial and ethnic groups (non-Hispanic white, African American, Hispanic, Asian/Pacific Islander, American Indian) | Participants with impaired glucose tolerance and at high risk of diabetes; mean age: 50.8 ± 10.6 y; mean BMI: 34.0 ± 6.6 | 3180 (1047/2133) | FFQ | Energy (kcal/d) | 0.9107 | McCaffery et al. (2017) (38) | |
| Carbohydrate (%E) | NS | |||||||
| Fat (%E) | NS | |||||||
| Non-Hispanic white | 1796 (56.5% female) | FFQ | Energy (kcal/d) | 0.6397 | ||||
| rs10913469 | ||||||||
| Cross-sectional study | Not specified (Swedish study) | Mean age: 58.0 ± 7.6 y; mean BMI: 25.8 ± 4.1 | 29,480 (11,754/17,726) | 7-d menu book, FFQ | Energy (kcal/d) | 0.8009 | Rukh et al. (2013) (32) | |
| Carbohydrate (%E) | 0.7109 | |||||||
| Fat (%E) | 0.7509 | |||||||
| TNNI3K | ||||||||
| rs151417531 | ||||||||
| Cross-sectional study | Diverse racial and ethnic groups (non-Hispanic white, African American, Hispanic, Asian/Pacific Islander, American Indian) | Participants with impaired glucose tolerance and at high risk of diabetes; mean age: 50.8 ± 10.6 y; mean BMI: 34.0 ± 6.6 | 3180 (1047/2133) | FFQ | Energy (kcal/d) | 0.8277 | McCaffery et al. (2017) (38) | |
| Carbohydrate (%E) | NS | |||||||
| Fat (%E) | NS | |||||||
| Non-Hispanic white | 1796 (56.5% female) | FFQ | Energy (kcal/d) | 0.4507 | ||||
| rs1514176 | ||||||||
| Cross-sectional study | African American, American Indian/Alaska Native, Asian/Pacific Islander, white, other | Patients with type 2 diabetes; mean age: 57.6 ± 7.2 y; mean BMI: 36.3 ± 6.1 | 2075 (912/1163) | FFQ | Energy (kcal/d) | 0.0974 | McCaffery et al. (2012) (35) | |
| Carbohydrate (%E) | 0.9785 | |||||||
| Fat (%E) | 0.1115 | |||||||
Values are means ± SDs unless otherwise indicated. BMI unit: kg/m2. Main results of studies concerning the association between gene loci and total energy, carbohydrate, and fat intakes are shown. SNPs are sorted by number of publications and publication date. Details in the table are stated as mentioned in the article. Some SNPs are in a high LD (r2 > 0.8) to each other. The LD values described by r² were calculated by using a Web tool (25). BCDIN3D/FAIM2, BCDIN3 domain containing RNA methyltransferase/Fas apoptotic inhibitory molecule 2; BDNF, brain-derived neurotrophic factor; CB1-R/CNR-1, cannabinoid receptor 1; CD36, CD36 molecule; CHARGE, Cohorts for Heart and Aging Research in Genomic Epidemiology Consortium; ETV5/SFRS10, ETS variant 5; FGF21, fibroblast growth factor 21; GNPDA2, glucosamine-6-phosphate deaminase 2; GWA, Genome Wide Association; KCTD15, potassium channel tetramerization domain containing 15; LD, linkage disequilibrium; MAP2K5, mitogen-activated protein kinase 5; MTCH2, mitochondrial carrier 2; MTIF3, mitochondrial translational initiation factor 3; NA, not available; NEGR1, neuronal growth regulator 1; PPARG, PPAR γ; QPCTL/GIPR, glutaminyl-peptide cyclotransferase-like/gastric inhibitory polypeptide receptor; RASAL2, RAS protein activator-like 2; ref, reference; SEC16B, SEC16 homolog B, endoplasmic reticulum export factor; SH2B1, SH2B adaptor protein 1; SNP, single nucleotide polymorphism; TMEM18, transmembrane protein 18; TNNI3K, TNNI3 interacting kinase; %E, percentage of energy.
r 2 to rs4923461 = 0.82; r2 to rs1488830 = 0.82.
Adjusted for age at blood draw, sex, and race/ethnicity.
Adjusted for age, sex, study site, population stratification, and weight.
Adjusted for age, sex, study site, and population stratification.
r 2 to rs10767664 = 1.00; r² to rs4923461 = 0.91; r² to rs1488830 = 0.91.
Adjusted for age, sex, study site, weight, and principal components reflecting genetic ancestry.
r 2 to rs1488830 = 1.00; r2 to rs10767664 = 0.91.
Adjusted for age, sex, season, and diet assessment method (values for carbohydrate and fat intake are additionally adjusted for energy).
r 2 to rs1488830 = 0.91.
r 2 to rs925946 = 1.00.
Adjusted for energy.
r² to rs2867125 = 1.00.
Adjusted for age, sex, and survey.
r 2 to rs368794 = 0.84.
r 2 to rs10789336 = 0.96; r2 to rs2568958 = 0.96.
r 2 to rs2568958 = 1.00.
r 2 to rs4788099 = 1.00; r² to rs7359397 = 0.97.
r² to rs4788099 = 0.97.
r² to rs3817334 = 0.84.
r² to rs12641981 = 0.97.
r² to rs838147 = 0.81.
Adjusted for age, sex (CHARGE), location, subpopulation stratification, and BMI.
Adjusted for age, sex, study specific covariates, and BMI.
Adjusted for age, sex, and BMI.
Adjusted for age, sex, BMI, and energy intake.
Adjusted for age, sex, calories, and BMI.
r² to rs2241420 = 0.95.
r² to rs7988412 = 0.95.
r² to rs10913469 = 0.96.
r² to rs1514176 = 1.00.