| Literature DB >> 32471241 |
Shu-Lin Chang1, Oswald Ndi Nfor2, Chien-Chang Ho3,4, Kuan-Jung Lee2, Wen-Yu Lu2, Chia-Chi Lung2, Disline Manli Tantoh2,5, Shu-Yi Hsu2, Ming-Chih Chou1, Yung-Po Liaw2,5.
Abstract
We examined the association between high-density lipoprotein cholesterol (HDL-C), and exercise and vegetarian diets, in Taiwanese adults, based on the Methylenetetrahydrofolate reductase (MTHFR) rs1801133 polymorphism. Using regression models, we analyzed historical data collected from 9255 Taiwan Biobank (TWB) participants from 2008 through 2015. Exposure to exercise was associated with higher HDL-C (β = 1.0508 and 1.4011 for GG and GA + AA individuals, respectively), whereas a vegetarian diet was associated with lower HDL-C (β = -6.2793 and -4.6359 for those with GG and GA + AA genotype, respectively). We found an interaction between exercise and diet among GG individuals (p = 0.0101). Compared with no exercise/no vegetarian diet, vegetarian diet/no exercise was associated with a 5.1514 mg/dl reduction in HDL-C among those with GG genotype (β = -5.1514, p < 0.0001) and a 4.8426 mg/dl reduction (β = -4.8426, p < 0.0001) among those with GA + AA genotype. Vegetarian diets in combination with exercise predicted a 6.5552 mg/dl reduction in HDL-C among GG individuals (β = -6.5552) and a 2.8668 mg/dl reduction among GA + AA individuals (p < 0.05). These findings demonstrated that vegetarian diet alone was associated with lower HDL-C, no matter the rs1801133 genotype. However, the inclusion of regular exercise predicted much lower levels among GG individuals, whereas levels among GA + AA individuals were relatively higher.Entities:
Keywords: biobank; diet; exercise; lipids; polymorphism
Mesh:
Substances:
Year: 2020 PMID: 32471241 PMCID: PMC7352486 DOI: 10.3390/nu12061564
Source DB: PubMed Journal: Nutrients ISSN: 2072-6643 Impact factor: 5.717
Demographic characteristics of participants grouped by rs1801133 genotypes.
| Variable | rs1801133-GG ( | rs1801133-GA + AA ( | |||
|---|---|---|---|---|---|
| N | Mean HDL-C (SE) | N | Mean HDL-C (SE) | ||
| Diet type | 0.9828 | ||||
| Non-vegetarian | 4542 | 54.056 (0.198) | 3842 | 54.010 (0.214) | |
| Former vegetarian | 232 | 54.297 (0.953) | 196 | 53.510 (0.960) | |
| Vegetarian | 242 | 49.591 (0.707) | 201 | 50.010 (0.867) | |
| Exercise | 0.8657 | ||||
| No | 2909 | 53.146 (0.244) | 2451 | 52.993 (0.262) | |
| Yes | 2107 | 54.826 (0.294) | 1788 | 54.900 (0.320) | |
| Sex | 0.5662 | ||||
| Women | 2690 | 58.455 (0.255) | 2248 | 58.363 (0.280) | |
| Men | 2326 | 48.529 (0.234) | 1991 | 48.642 (0.249) | |
| Age (years) | 0.9905 | ||||
| 30–40 | 1313 | 53.998 (0.364) | 1102 | 53.786 (0.394) | |
| 41–50 | 1407 | 53.684 (0.352) | 1182 | 53.483 (0.387) | |
| 51–60 | 1437 | 53.446 (0.353) | 1224 | 54.227 (0.377) | |
| 61–70 | 859 | 54.582 (0.462) | 731 | 53.603 (0.498) | |
| TG (mg/dl) | 0.0046 | ||||
| <150 | 3896 | 56.711 (0.207) | 3395 | 56.300 (0.223) | |
| ≥150 | 1120 | 43.907 (0.273) | 844 | 43.732 (0.297) | |
| LDL-C (mg/dl) | 0.6191 | ||||
| <130 | 3069 | 54.185 (0.257) | 2615 | 54.001 (0.270) | |
| ≥130 | 1947 | 53.327 (0.265) | 1624 | 53.470 (0.304) | |
| WHR | 0.0770 | ||||
| Men < 0.9; women < 0.85 (ref) | 2757 | 56.636 (0.259) | 2252 | 56.206 (0.288) | |
| Men ≥ 0.9; women ≥ 0.85 | 2259 | 50.455 (0.255) | 1987 | 51.067 (0.273) | |
| Body mass index, kg/m2 | 0.0233 | ||||
| 18.5–23.9 (ref) | 2489 | 58.039 (0.265) | 1969 | 57.837 (0.298) | |
| <18.5 | 128 | 66.828 (1.278) | 108 | 65.204 (1.391) | |
| 24–26.9 | 1443 | 50.338 (0.309) | 1298 | 51.276 (0.330) | |
| ≥27 | 956 | 46.517 (0.319) | 864 | 46.953 (0.360) | |
| Body fat (%) | 0.1882 | ||||
| Men < 25; women < 30 (ref) | 2711 | 55.969 (0.268) | 2233 | 55.456 (0.288) | |
| Men ≥ 25; women ≥ 30 | 2305 | 51.363 (0.251) | 2006 | 51.951 (0.280) | |
| Smoking | 0.3176 | ||||
| Nonsmokers | 3893 | 55.378 (0.213) | 3281 | 55.468 (0.233) | |
| Former smokers | 568 | 49.889 (0.513) | 516 | 48.953 (0.476) | |
| Current smokers | 555 | 47.205 (0.500) | 442 | 47.048 (0.549) | |
| Alcohol intake | 0.2371 | ||||
| nondrinkers | 4495 | 54.211 (0.197) | 3820 | 54.199 (0.216) | |
| Former drinkers | 160 | 45.531 (0.821) | 110 | 48.036 (1.005) | |
| Current drinkers | 361 | 53.066 (0.755) | 309 | 50.883 (0.658) | |
| Coffee drinking | 0.4381 | ||||
| No | 3333 | 53.361 (0.227) | 2849 | 53.448 (0.247) | |
| Yes | 1683 | 54.825 (0.332) | 1390 | 54.514 (0.356) | |
| Uric acid, mg/dl | 0.0334 | ||||
| men < 7, women < 6 (ref) | 3851 | 55.528 (0.217) | 3174 | 55.665 (0.236) | |
| men ≥ 7, women ≥ 6 | 1165 | 48.311 (0.328) | 1065 | 48.230 (0.350) | |
SE: standard error; WHR: waist-to-hip ratio; BMI: Body mass index; TG: triglyceride; LDL-C: Low-density lipoprotein cholesterol; HDL-C: High-density lipoprotein cholesterol.
Regression coefficients of lifestyle variables associated with HDL-C according to rs1801133 genotypes.
| Variables | rs1801133-GG | rs1801133-GA + AA | ||
|---|---|---|---|---|
|
|
| |||
| Diet type (ref: Non-vegetarian) | ||||
| Former vegetarian | −0.1917 | 0.7918 | −0.3995 | 0.6222 |
| Vegetarian | −6.2793 | <0.0001 | −4.6359 | <0.0001 |
| <0.0001 | <0.0001 | |||
| Exercise (ref: No) | ||||
| Yes | 1.0508 | 0.0015 | 1.4011 | 0.0001 |
| Sex (ref: women) | ||||
| Men | −7.9509 | <0.0001 | −7.2069 | <0.0001 |
| Age (ref: 30–40) | ||||
| 41–50 | 0.5879 | 0.1630 | 0.5495 | 0.2453 |
| 51–60 | 1.0893 | 0.0131 | 1.2023 | 0.0149 |
| 61–70 | 1.7187 | 0.0009 | 1.0543 | 0.0673 |
| TG (ref: <150) | ||||
| ≥150 | −8.2129 | <0.0001 | −8.1116 | <0.0001 |
| LDL-C (ref: <130) | ||||
| ≥130 | 1.1095 | 0.0005 | 1.4316 | 0.0001 |
| WHR (ref: men < 0.9; women < 0.85) | ||||
| Men ≥ 0.9; women ≥ 0.85 | −2.6110 | <0.0001 | −2.4022 | <0.0001 |
| Body mass index, kg/m2 (ref: 18.5–23.9) | ||||
| <18.5 | 6.2828 | <0.0001 | 5.7646 | <0.0001 |
| 24–26.9 | −3.6743 | <0.0001 | −3.1293 | <0.0001 |
| ≥27 | −4.5426 | <0.0001 | −5.0012 | <0.0001 |
| Body fat (ref: Men < 25; women < 30) | ||||
| Men ≥ 25; women ≥ 30 | −1.9773 | <0.0001 | −0.6996 | 0.1201 |
| Smoking (ref: Nonsmokers) | ||||
| Former smokers | −0.0117 | 0.9824 | −0.9565 | 0.0988 |
| Current smokers | −2.7451 | <0.0001 | −1.9437 | 0.0019 |
| Alcohol intake (ref: Nondrinkers) | ||||
| Former drinkers | −1.0938 | 0.2265 | −0.4513 | 0.6793 |
| Current drinkers | 6.0734 | <0.0001 | 3.5075 | <0.0001 |
| Coffee drinking (ref: No) | ||||
| Yes | 0.7415 | 0.0230 | 0.5075 | 0.1650 |
| Uric acid, mg/dl (ref: men < 7, women <6) | ||||
| men ≥ 7, women ≥ 6 | −1.5541 | 0.0001 | −2.1708 | <0.0001 |
Association of vegetarian diet with HDL-C based on rs1801133 genotypes and exercise exposure.
| Variables | rs1801133-GG | rs1801133-GA + AA | ||||||
|---|---|---|---|---|---|---|---|---|
| No Exercise | Exercise | No Exercise | Exercise | |||||
|
|
|
|
| |||||
| Diet type (ref: Non-vegetarian) | ||||||||
| Former vegetarian | 0.8314 | 0.3476 | −2.0019 | 0.1127 | 0.0519 | 0.9581 | −1.3033 | 0.3485 |
| Vegetarian | −5.1297 | <0.0001 | −7.9361 | <0.0001 | −4.6986 | <0.0001 | −4.5577 | 0.0008 |
| <0.0001 | <0.0001 | <0.0001 | 0.0007 | |||||
| Sex (ref: women) | ||||||||
| Men | −8.1078 | <0.0001 | −7.7185 | <0.0001 | −6.6446 | <0.0001 | −8.0869 | <0.0001 |
| Age (ref: 30–40) | ||||||||
| 41–50 | 0.4769 | 0.3248 | 0.7870 | 0.3552 | 1.0190 | 0.0585 | −0.8985 | 0.3522 |
| 51–60 | 1.1302 | 0.0369 | 0.9529 | 0.2370 | 1.9337 | 0.0015 | −0.1497 | 0.8691 |
| 61–70 | 1.5450 | 0.0371 | 1.6555 | 0.0523 | 0.3052 | 0.6980 | 0.6124 | 0.5294 |
| TG (ref: <150) | ||||||||
| ≥150 | −7.7074 | <0.0001 | −8.9542 | <0.0001 | −7.7816 | <0.0001 | −8.6927 | <0.0001 |
| LDL-C (ref: <130) | ||||||||
| ≥130 | 1.0732 | 0.0102 | 1.1117 | 0.0276 | 2.1314 | <0.0001 | 0.4474 | 0.4294 |
| WHR (ref: Men < 0.9; women < 0.85) | ||||||||
| Men ≥ 0.9; women ≥ 0.85 | −2.6070 | <0.0001 | −2.6692 | <0.0001 | −2.5188 | <0.0001 | −2.4311 | 0.0001 |
| Body mass index, kg/m2 (ref: 18.5–23.9) | ||||||||
| BMI < 18.5 | 6.1337 | <0.0001 | 6.6755 | 0.0002 | 4.6449 | 0.0002 | 9.2076 | <0.0001 |
| 24–26.9 | −3.6149 | <0.0001 | −3.7077 | <0.0001 | −3.2793 | <0.0001 | −2.9512 | <0.0001 |
| ≥27 | −4.0139 | <0.0001 | −5.3350 | <0.0001 | −5.3062 | <0.0001 | −4.5617 | <0.0001 |
| Body fat (ref: Men < 25; women < 30) | ||||||||
| Men ≥ 25; women ≥ 30 | −2.2468 | <0.0001 | −1.6160 | 0.0119 | −0.7847 | 0.1727 | −0.6886 | 0.3386 |
| Smoking (ref: Nonsmokers) | ||||||||
| Former smokers | −0.1570 | 0.8269 | 0.1372 | 0.8636 | −1.0469 | 0.1701 | −0.5860 | 0.5120 |
| Current smokers | −2.8800 | <0.0001 | −2.5990 | 0.0096 | −2.6090 | 0.0004 | −1.0954 | 0.3494 |
| Alcohol intake (ref: Nondrinkers) | ||||||||
| Former drinkers | −0.7260 | 0.5865 | −1.4799 | 0.2390 | −1.3610 | 0.3676 | 0.6249 | 0.6957 |
| Current drinkers | 6.5085 | <0.0001 | 5.3821 | <0.0001 | 4.8254 | <0.0001 | 1.8587 | 0.0967 |
| Coffee drinking (ref: No) | ||||||||
| Yes | 0.9987 | 0.0167 | 0.3849 | 0.4616 | 0.5014 | 0.2790 | 0.5678 | 0.3391 |
| Uric acid, mg/dl (ref: men < 7, women < 6) | ||||||||
| men ≥ 7, women ≥ 6 | −1.3670 | 0.0065 | −1.7314 | 0.0044 | −1.8402 | 0.0006 | −2.7109 | 0.0001 |
β: beta coefficient; WHR: waist-to-hip ratio; BMI: Body mass index: TG triglyceride; LDL-C: Low-density lipoprotein cholesterol; HDL-C: High-density lipoprotein cholesterol.
Exercise exposure together with vegetarian diets and their association with HDL-C.
| Variables | rs1801133-GG | rs1801133-GA + AA | ||
|---|---|---|---|---|
|
|
| |||
| Exercise and Diet type (ref: no exercise/non-vegetarian) | ||||
| No exercise/Former vegetarian | 0.8068 | 0.3724 | 0.0541 | 0.9577 |
| No exercise/Vegetarian | −5.1514 | <0.0001 | −4.8426 | <0.0001 |
| Regular exercise/non-vegetarian | 1.3135 | 0.0001 | 1.4301 | 0.0002 |
| Regular exercise/Former vegetarian | −0.6585 | 0.5862 | 0.2568 | 0.8464 |
| Regular exercise/Vegetarian | −6.5552 | <0.0001 | −2.8668 | 0.0273 |
| Sex (ref: women) | ||||
| Men | −7.9224 | <0.0001 | −7.2075 | <0.0001 |
| Age (ref: 30–40) | ||||
| 41–50 | 0.6059 | 0.1504 | 0.5663 | 0.2317 |
| 51–60 | 1.0645 | 0.0153 | 1.2121 | 0.0142 |
| 61–70 | 1.6897 | 0.0011 | 1.0612 | 0.0656 |
| TG (ref: <150) | ||||
| ≥150 | −8.2103 | <0.0001 | −8.1141 | <0.0001 |
| LDL-C (ref: <130) | ||||
| ≥130 | 1.1034 | 0.0006 | 1.4310 | 0.0001 |
| WHR (ref: Men < 0.9; women < 0.85) | ||||
| Men ≥ 0.9; women ≥ 0.85 | −2.6201 | <0.0001 | −2.4058 | <0.0001 |
| Body mass index, kg/m2 (ref: 18.5–23.9) | ||||
| <18.5 | 6.3076 | <0.0001 | 5.7872 | <0.0001 |
| 24–26.9 | −3.6710 | <0.0001 | −3.1217 | <0.0001 |
| ≥27 | −4.5409 | <0.0001 | −4.9955 | <0.0001 |
| Body fat (ref: Men < 25; women < 30) | ||||
| Men ≥ 25; women ≥ 30 | −1.9766 | <0.0001 | −0.6998 | 0.1200 |
| Smoking (ref: Nonsmokers) | ||||
| Former smokers | −0.0321 | 0.9518 | −0.9705 | 0.0942 |
| Current smokers | −2.7519 | <0.0001 | −1.9387 | 0.0020 |
| Alcohol intake (ref: Nondrinkers) | ||||
| Former drinkers | −1.1352 | 0.2093 | −0.4382 | 0.6882 |
| Current drinkers | 6.0677 | <0.0001 | 3.5075 | <0.0001 |
| Coffee drinking (ref: No) | ||||
| Yes | 0.7495 | 0.0215 | 0.5110 | 0.1625 |
| Uric acid, mg/dl (ref: men < 7, women < 6) | ||||
| men ≥ 7, women ≥ 6 | −1.5389 | 0.0001 | −2.1757 | <0.0001 |
β: beta coefficient; WHR: waist-to-hip ratio; BMI: Body mass index: TG triglyceride; LDL-C: Low-density lipoprotein cholesterol; HDL-C: High-density lipoprotein cholesterol.