Statistical Genetics Group, Institute of Medical Biometry and Informatics, University of Heidelberg, Heidelberg, Germany.
Department of Basic and Clinical Oncology, Medical Faculty, University of Chile, Santiago de Chile, Chile.
Hepatology. 2021 May;73(5):1783-1796. doi: 10.1002/hep.31537.
Gallbladder cancer (GBC) is a neglected disease with substantial geographical variability: Chile shows the highest incidence worldwide, while GBC is relatively rare in Europe. Here, we investigate the causal effects of risk factors considered in current GBC prevention programs as well as C-reactive protein (CRP) level as a marker of chronic inflammation.
We applied two-sample Mendelian randomization (MR) using publicly available data and our own data from a retrospective Chilean and a prospective European study. Causality was assessed by inverse variance weighted (IVW), MR-Egger regression, and weighted median estimates complemented with sensitivity analyses on potential heterogeneity and pleiotropy, two-step MR, and mediation analysis. We found evidence for a causal effect of gallstone disease on GBC risk in Chileans (P = 9 × 10 ) and Europeans (P = 9 × 10 ). A genetically elevated body mass index (BMI) increased GBC risk in Chileans (P = 0.03), while higher CRP concentrations increased GBC risk in Europeans (P = 4.1 × 10 ). European results suggest causal effects of BMI on gallstone disease (P = 0.008); public Chilean data were not, however, available to enable assessment of the mediation effects among causal GBC risk factors.
Two risk factors considered in the current Chilean program for GBC prevention are causally linked to GBC risk: gallstones and BMI. For Europeans, BMI showed a causal effect on gallstone risk, which was itself causally linked to GBC risk.
胆囊癌(GBC)是一种被忽视的疾病,具有显著的地域差异:智利的发病率居世界首位,而欧洲的 GBC 相对较少。在这里,我们研究了当前 GBC 预防计划中考虑的危险因素以及 C 反应蛋白(CRP)水平作为慢性炎症标志物的因果效应。
我们应用了两样本 Mendelian 随机化(MR)方法,使用了公开可用的数据和我们自己来自智利回顾性研究和欧洲前瞻性研究的数据。通过逆方差加权(IVW)、MR-Egger 回归和加权中位数估计评估因果关系,并通过对潜在异质性和多效性、两步 MR 和中介分析的敏感性分析进行补充。我们发现胆结石疾病与智利人(P = 9×10)和欧洲人(P = 9×10)的 GBC 风险之间存在因果关系。遗传上升高的体重指数(BMI)增加了智利人的 GBC 风险(P = 0.03),而较高的 CRP 浓度增加了欧洲人的 GBC 风险(P = 4.1×10)。欧洲的结果表明 BMI 对胆结石疾病有因果效应(P = 0.008);然而,没有智利公共数据可用于评估因果 GBC 风险因素之间的中介效应。
当前智利 GBC 预防计划中考虑的两个危险因素与 GBC 风险有因果关系:胆结石和 BMI。对于欧洲人,BMI 对胆结石风险有因果效应,而胆结石风险本身与 GBC 风险有因果关系。