Department of Epidemiology and Environmental Health, School of Public Health and Health Professions, University at Buffalo, Buffalo, NY.
Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, WA.
Menopause. 2018 Oct;25(10):1131-1137. doi: 10.1097/GME.0000000000001134.
We conducted a gene-environment interaction study to evaluate whether the association of body mass index (BMI) associated meta genome-wide association study single-nucleotide polymorphisms (SNPs) (as a genetic risk score) and BMI is modified by physical activity and age.
In 8,206 women of European ancestry from the Women's Health Initiative (WHI), we used linear regression to examine main effects of the 95 SNP BMI genetic risk score (GRS) and physical activity on BMI, and evaluated whether genetic associations are modified by physical activity (two-way interaction) and age (three-way interaction).
We found evidence for modification of the BMI GRS-BMI association according to both physical activity and age. We observed a significant two-way interaction of BMI GRS × physical activity in the crude model (P interaction = 0.05), where a smaller effect of the BMI GRS on BMI with increasing physical activity. The beta coefficient was 0.05 (standard error [SE] = 0.02, P = 0.01) for the high-activity group compared with beta = 0.13 (SE = 0.02, P = 4.8 × 10) for the sedentary group. The three-way interaction was statistically significant (adjusted P interaction = 0.01). Notably, in the 70+ age group, the BMI GRS-BMI association was attenuated and no longer significant in the high-activity group; the beta coefficient for the 70+ high-activity group was relatively small and nonsignificant (beta = 0.02, SE = 0.03, P = 0.58) compared with 70+ sedentary group (beta = 0.17, SE = 0.03, P = 2.5 × 10).
Our study suggests that physical activity attenuates the influence of genetic predisposition to obesity, and this effect is more profound in the oldest age group.
我们进行了一项基因-环境相互作用研究,以评估体重指数(BMI)相关全基因组关联研究单核苷酸多态性(SNP)(作为遗传风险评分)与 BMI 的关联是否受身体活动和年龄的影响。
在欧洲裔的 8206 名女性中,我们使用线性回归检验了 95 个 SNP BMI 遗传风险评分(GRS)和身体活动对 BMI 的主要影响,并评估了遗传相关性是否受身体活动(双向相互作用)和年龄(三向相互作用)的影响。
我们发现 BMI GRS-BMI 关联受身体活动和年龄的影响。我们在原始模型中观察到 BMI GRS×身体活动的显著双向相互作用(P 交互作用=0.05),随着身体活动的增加,BMI GRS 对 BMI 的影响较小。与久坐不动组相比,高活动组的 BMI GRS 效应较小,β系数为 0.05(标准误差[SE]为 0.02,P=0.01),而久坐不动组的β系数为 0.13(SE 为 0.02,P=4.8×10)。三向相互作用具有统计学意义(调整后的 P 交互作用=0.01)。值得注意的是,在 70 岁以上的年龄组中,高活动组的 BMI GRS-BMI 关联减弱且不再显著;70 岁以上高活动组的β系数较小且不显著(β=0.02,SE=0.03,P=0.58),而 70 岁以上久坐不动组的β系数较大且显著(β=0.17,SE=0.03,P=2.5×10)。
我们的研究表明,身体活动减弱了遗传易感性对肥胖的影响,这种影响在最年长的年龄组更为明显。