Institute for Medical Dataology, Cheeloo College of Medicine, Shandong University, Jinan, 250000, People's Republic of China; Department of Epidemiology and Health Statistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, 250000, People's Republic of China.
Qilu Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250000, People's Republic of China.
Atherosclerosis. 2021 Mar;320:112-121. doi: 10.1016/j.atherosclerosis.2020.12.005. Epub 2020 Dec 8.
Some studies reported that mildly elevated serum bilirubin levels were associated with decreased risk of cardiovascular disease (CVD) and diabetes. Whether these are causal relationships remains unclear. This study aims to examine the causal effects of bilirubin on CVD, diabetes and their subtypes.
The data we used in this study includes individual data from the UK Biobank cohort with 331,002 white British participants, and summary data from published genome wide associations studies (GWAS) findings. We used individual data to perform logistic regression for the observational study and two-stage least squares method for the Mendelian randomization (MR) study. We also performed several traditional MR methods and MR-TRYX by summary data.
The observational study supported the association relationships between bilirubin and CVD and diabetes and their subtypes. Results of MR showed strong evidence for negative causal associations of log total bilirubin with CVD [OR 0.92, 95%CI 0.88-0.95, p-value 2.15 × 10], coronary heart disease [OR 0.90, 95%CI 0.85-0.96, p-value 1.54 × 10] and hypertensive diseases [OR 0.91, 95%CI 0.88-0.95, p-value 5.89 × 10], but no evidence for diabetes [OR 0.94, 95%CI 0.86-1.02, p-value 0.14] and its subtypes. We also obtained similar results for direct bilirubin. We found that blood pressure, cholesterol, C-reactive protein, alcohol and white blood cell count played important roles in the causal pathway from bilirubin to CVD. Two sample MR and sensitivity analyses showed consistent results with one sample MR.
Genetically determined bilirubin was negatively associated with the risk of CVD but had no evident causal association with diabetes in the UK Biobank cohort of white British.
一些研究报告称,血清胆红素水平轻度升高与心血管疾病(CVD)和糖尿病风险降低有关。但这些是否存在因果关系尚不清楚。本研究旨在探讨胆红素对 CVD、糖尿病及其亚型的因果影响。
我们使用的研究数据包括来自英国生物库队列的个体数据,该队列包含 331002 名白种英国人,以及已发表的全基因组关联研究(GWAS)结果的汇总数据。我们使用个体数据进行观察性研究的逻辑回归和孟德尔随机化(MR)研究的两阶段最小二乘法。我们还使用汇总数据进行了几种传统的 MR 方法和 MR-TRYX。
观察性研究支持胆红素与 CVD 和糖尿病及其亚型之间的关联关系。MR 结果表明,总胆红素与 CVD[OR 0.92, 95%CI 0.88-0.95, p-value 2.15×10]、冠心病[OR 0.90, 95%CI 0.85-0.96, p-value 1.54×10]和高血压疾病[OR 0.91, 95%CI 0.88-0.95, p-value 5.89×10]呈负相关的证据很强,但对糖尿病[OR 0.94, 95%CI 0.86-1.02, p-value 0.14]及其亚型没有证据。我们对直接胆红素也得到了类似的结果。我们发现,血压、胆固醇、C 反应蛋白、酒精和白细胞计数在胆红素与 CVD 的因果途径中发挥了重要作用。两样本 MR 和敏感性分析与单样本 MR 结果一致。
在英国生物库白种人群队列中,遗传决定的胆红素与 CVD 风险呈负相关,但与糖尿病无明显因果关系。