Institute of Bioinformatics, University of Georgia, Athens, Georgia, United States of America.
Clinical and Translational Epidemiology Unit, Mongan Institute, Massachusetts General Hospital, Boston, Massachusetts, United States of America.
PLoS Genet. 2024 Jul 11;20(7):e1011288. doi: 10.1371/journal.pgen.1011288. eCollection 2024 Jul.
We examined the associations of vegetarianism with metabolic biomarkers using traditional and genetic epidemiology. First, we addressed inconsistencies in self-reported vegetarianism among UK Biobank participants by utilizing data from two dietary surveys to find a cohort of strict European vegetarians (N = 2,312). Vegetarians were matched 1:4 with nonvegetarians for non-genetic association analyses, revealing significant effects of vegetarianism in 15 of 30 biomarkers. Cholesterol measures plus vitamin D were significantly lower in vegetarians, while triglycerides were higher. A genome-wide association study revealed no genome-wide significant (GWS; 5×10-8) associations with vegetarian behavior. We performed genome-wide gene-vegetarianism interaction analyses for the biomarkers, and detected a GWS interaction impacting calcium at rs72952628 (P = 4.47×10-8). rs72952628 is in MMAA, a B12 metabolic pathway gene; B12 has major deficiency potential in vegetarians. Gene-based interaction tests revealed two significant genes, RNF168 in testosterone (P = 1.45×10-6) and DOCK4 in estimated glomerular filtration rate (eGFR) (P = 6.76×10-7), which have previously been associated with testicular and renal traits, respectively. These nutrigenetic findings indicate genotype can modify the associations between vegetarianism and health outcomes.
我们使用传统和遗传流行病学研究了素食主义与代谢生物标志物的关联。首先,我们利用两项饮食调查的数据来解决 UK Biobank 参与者中自我报告的素食主义者之间的不一致性,从而找到了一个严格的欧洲素食主义者队列(N=2312)。为了进行非遗传关联分析,将素食者与非素食者 1:4 匹配,结果显示素食主义在 30 个生物标志物中的 15 个中有显著影响。胆固醇测量值加维生素 D 在素食者中明显较低,而甘油三酯较高。全基因组关联研究未发现与素食行为相关的全基因组显著(GWS;5×10-8)关联。我们对生物标志物进行了全基因组基因-素食主义相互作用分析,发现了一个 GWS 交互作用,该交互作用影响了 rs72952628 处的钙(P=4.47×10-8)。rs72952628 位于 MMAA 中,这是一种 B12 代谢途径基因;素食者中 B12 有很大的缺乏潜力。基于基因的相互作用测试揭示了两个显著的基因,即睾酮中的 RNF168(P=1.45×10-6)和肾小球滤过率(eGFR)中的 DOCK4(P=6.76×10-7),它们分别与睾丸和肾脏特征有关。这些营养遗传学发现表明,基因型可以改变素食主义与健康结果之间的关联。