Weiqi Wang, Zengjiao Liu, Lin Liu, Tianshu Han, Xue Yang, Changhao Sun
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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.</p><p><strong>Results: </strong>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.</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":12554,"journal":{"name":"Genes & Nutrition","volume":" ","pages":"20"},"PeriodicalIF":0.0000,"publicationDate":"2021-11-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8561969/pdf/","citationCount":"5","resultStr":"{\"title\":\"Genetic predisposition to impaired metabolism of the branched chain amino acids, dietary intakes, and risk of type 2 diabetes.\",\"authors\":\"Weiqi Wang, Zengjiao Liu, Lin Liu, Tianshu Han, Xue Yang, Changhao Sun\",\"doi\":\"10.1186/s12263-021-00695-3\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background and objectives: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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). 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引用次数: 5
摘要
背景和目的:循环支链氨基酸(BCAAs)增加2型糖尿病(T2D)的风险。BCAA代谢途径的遗传变异影响BCAA的个体代谢能力,并可能影响循环BCAA水平和饮食摄入量。因此,我们研究了BCAA代谢受损的遗传易感性是否与饮食BCAA摄入量对2型糖尿病风险及相关参数的相互作用。方法:我们估计了来自哈尔滨饮食、营养和慢性非传染性疾病队列研究的434例T2D病例和434例年龄匹配的对照组的膳食BCAA摄入量。遗传风险评分(GRS)是根据在BCAA代谢途径中鉴定的5个变异计算的。采用多元logistic回归模型和一般线性回归模型评估膳食BCAAs和GRS对T2D风险和HbA1c的相互作用。结果:膳食BCAAs与代谢相关GRS对T2D风险和HbA1c的影响显著相互作用(相互作用p值分别为0.038和0.015)。仅在高GRS人群中,高膳食支链氨基酸摄入量与糖尿病发病率呈正相关(OR 2.40, 95% CI 1.39, 4.12, P = 0.002)。膳食BCAAs与HbA1c升高0.14%相关(p = 0.003),在高GRS组,这一影响增加到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9.19 μmol/L相关(p = 0.006,相互作用p = 0.015)。结论:我们的研究表明,BCAA代谢紊乱的遗传易感性改变了膳食BCAA摄入量对T2D风险和HbA1c的影响,高BCAA摄入量仅在遗传易感性高的人群中对2型糖尿病风险和HbA1c产生不利影响。
Genetic predisposition to impaired metabolism of the branched chain amino acids, dietary intakes, and risk of type 2 diabetes.
Background and objectives: 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.
Methods: 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.
Results: 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.
Conclusions: 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.