Wang Weiqi, Liu Zengjiao, Liu Lin, Han Tianshu, Yang Xue, Sun Changhao
National Key Discipline, Department of Nutrition and Food Hygiene, School of Public Health, Harbin Medical University, 157 Baojian Road, Harbin, 150081, People's Republic of China.
Genes Nutr. 2021 Nov 2;16(1):20. doi: 10.1186/s12263-021-00695-3.
Circulating branched chain amino acids (BCAAs) increase the risk of type 2 diabetes (T2D). The genetic variants in the BCAA metabolic pathway influence the individual metabolic ability of BCAAs and may affect circulating BCAA levels together with dietary intakes. So, we investigated whether genetic predisposition to impaired BCAA metabolism interacts with dietary BCAA intakes on the risk of type 2 diabetes and related parameters.
We estimated dietary BCAA intakes among 434 incident T2D cases and 434 age-matched controls from The Harbin Cohort Study on Diet, Nutrition and Chronic Non-Communicable Diseases. The genetic risk score (GRS) was calculated on the basis of 5 variants having been identified in the BCAA metabolic pathway. Multivariate logistic regression models and general linear regression models were used to assess the interaction between dietary BCAAs and GRS on T2D risk and HbA1c.
Dietary BCAAs significantly interact with metabolism related GRS on T2D risk and HbA1c (p for interaction = 0.038 and 0.015, respectively). A high intake of dietary BCAAs was positively associated with diabetes incidence only among high GRS (OR 2.40, 95% CI 1.39, 4.12, P for trend = 0.002). Dietary BCAAs were associated with 0.14% elevated HbA1c (p = 0.003) and this effect increased to 0.21% in high GRS (p = 0.003). Furthermore, GRS were associated with 9.19 μmol/L higher plasma BCAA levels (p = 0.006, P for interaction = 0.015) only among the highest BCAA intake individuals.
Our study suggests that genetic predisposition to BCAA metabolism disorder modifies the effect of dietary BCAA intakes on T2D risk as well as HbA1c and that higher BCAA intakes exert an unfavorable effect on type 2 diabetes risk and HbA1c only among those with high genetic susceptibility.
循环支链氨基酸(BCAAs)会增加2型糖尿病(T2D)风险。BCAA代谢途径中的基因变异会影响个体对BCAAs的代谢能力,并可能与饮食摄入量共同影响循环BCAA水平。因此,我们研究了BCAA代谢受损的遗传易感性是否会与饮食中BCAA摄入量相互作用,从而影响2型糖尿病风险及相关参数。
我们在哈尔滨饮食、营养与慢性非传染性疾病队列研究中,估算了434例新发T2D病例和434例年龄匹配对照的饮食BCAA摄入量。基于在BCAA代谢途径中已鉴定出的5种变异计算遗传风险评分(GRS)。采用多变量逻辑回归模型和一般线性回归模型,评估饮食BCAAs与GRS在T2D风险和糖化血红蛋白(HbA1c)上的相互作用。
饮食BCAAs在T2D风险和HbA1c方面与代谢相关GRS存在显著相互作用(交互作用p值分别为0.038和0.015)。仅在高GRS人群中,高饮食BCAA摄入量与糖尿病发病率呈正相关(比值比2.40,95%置信区间1.39至4.12,趋势p值=0.002)。饮食BCAAs与HbA1c升高0.14%相关(p=0.003),在高GRS人群中,这种影响增加至0.21%(p=0.003)。此外,仅在BCAA摄入量最高的个体中,GRS与血浆BCAA水平升高9.19μmol/L相关(p=0.006,交互作用p值=0.015)。
我们的研究表明,BCAA代谢紊乱的遗传易感性会改变饮食BCAA摄入量对T2D风险以及HbA1c的影响,并且仅在具有高遗传易感性的个体中,较高的BCAA摄入量才会对2型糖尿病风险和HbA1c产生不利影响。