Department of Endocrine and Metabolic Diseases, Shanghai Institute of Endocrine and Metabolic Diseases, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
Shanghai National Clinical Research Center for Endocrine and Metabolic Diseases, Key Laboratory for Endocrine and Metabolic Diseases of the National Health Commission of the PR China, Shanghai National Center for Translational Medicine, Ruijin Hospital, Shanghai Jiao-Tong University School of Medicine, Shanghai, China.
Diabetes Care. 2021 Feb;44(2):499-510. doi: 10.2337/dc20-0884. Epub 2020 Dec 18.
Comprehensive assessment of serum bile acids (BAs) aberrations before diabetes onset remains inconclusive. We examined the association of serum BA profile and coregulation with the risk of developing type 2 diabetes mellitus (T2DM) among normoglycemic Chinese adults.
We tested 23 serum BA species in subjects with incident diabetes ( = 1,707) and control subjects ( = 1,707) matched by propensity score (including age, sex, BMI, and fasting glucose) from the China Cardiometabolic Disease and Cancer Cohort (4C) Study, which was composed of 54,807 normoglycemic Chinese adults with a median follow-up of 3.03 years. Multivariable-adjusted odds ratios (ORs) for associations of BAs with T2DM were estimated using conditional logistic regression.
In multivariable-adjusted logistic regression analysis, per SD increment of unconjugated primary and secondary BAs were inversely associated with incident diabetes, with an OR (95% CI) of 0.89 (0.83-0.96) for cholic acid, 0.90 (0.84-0.97) for chenodeoxycholic acid, and 0.90 (0.83-0.96) for deoxycholic acid ( < 0.05 and false discovery rate <0.05). On the other hand, conjugated primary BAs (glycocholic acid, taurocholic acid, glycochenodeoxycholic acid, taurochenodeoxycholic acid, and sulfated glycochenodeoxycholic acid) and secondary BA (tauroursodeoxycholic acid) were positively related with incident diabetes, with ORs ranging from 1.11 to 1.19 (95% CIs ranging between 1.05 and 1.28). In a fully adjusted model additionally adjusted for liver enzymes, HDL cholesterol, diet, 2-h postload glucose, HOMA-insulin resistance, and waist circumference, the risk estimates were similar. Differential correlation network analysis revealed that perturbations in intraclass (i.e., primary and secondary) and interclass (i.e., unconjugated and conjugated) BA coregulation preexisted before diabetes onset.
These findings reveal novel changes in BAs exist before incident T2DM and support a potential role of BA metabolism in the pathogenesis of diabetes.
在糖尿病发病前,对血清胆汁酸(BAs)的全面评估仍存在争议。我们研究了中国血糖正常成年人中,血清 BA 谱和核心调控与 2 型糖尿病(T2DM)发病风险之间的相关性。
我们在中国心血管代谢疾病和癌症队列研究(4C 研究)中对 1707 例新发糖尿病患者(病例组)和 1707 例匹配的对照者(对照组)进行了 23 种血清 BA 种类的检测,该研究包括了 54807 例中国血糖正常成年人,中位随访时间为 3.03 年。使用条件逻辑回归分析多变量校正后 BA 与 T2DM 的关联比(ORs)。
在多变量校正的逻辑回归分析中,未结合的初级和次级 BA 的每标准差增加与糖尿病发病呈负相关,其中胆酸、鹅去氧胆酸和脱氧胆酸的 OR(95%CI)分别为 0.89(0.83-0.96)、0.90(0.84-0.97)和 0.90(0.83-0.96)(<0.05,假发现率<0.05)。另一方面,结合的初级 BA(甘氨胆酸、牛磺胆酸、甘氨鹅去氧胆酸、牛磺鹅去氧胆酸和磺化甘氨鹅去氧胆酸)和次级 BA(牛磺熊去氧胆酸)与糖尿病发病呈正相关,OR 范围在 1.11 到 1.19(95%CI 在 1.05 到 1.28 之间)。在一个额外调整了肝酶、高密度脂蛋白胆固醇、饮食、2 小时餐后血糖、HOMA-胰岛素抵抗和腰围的完全校正模型中,风险估计值相似。差异相关网络分析显示,在糖尿病发病前,BA 内类(即初级和次级)和类间(即未结合和结合)的核心调控失调已经存在。
这些发现揭示了在发生 2 型糖尿病之前,BA 存在新的变化,并支持了 BA 代谢在糖尿病发病机制中的潜在作用。