Genomic Epidemiology Group, DKFZ, Heidelberg, Baden-Württemberg, Germany.
Medical Faculty Heidelberg, University of Heidelberg, Heidelberg, Baden-Württemberg, Germany.
J Med Genet. 2020 Dec;57(12):820-828. doi: 10.1136/jmedgenet-2019-106200. Epub 2020 Feb 17.
Observational studies have reported multiple risk factors for pancreatic ductal adenocarcinoma (PDAC). Some are well established, like tobacco smoking, alcohol drinking, obesity and type 2 diabetes, whereas some others are putative, such as allergy and dietary factors. Identifying causal risk factors can help establishing those that can be targeted to contribute to prevent PDAC.
We sought to investigate the possible causal effects of established and putative factors on PDAC risk.
We conducted a two-sample Mendelian randomisation (MR) study using publicly available data for genetic variants associated with the factors of interest, and summary genetic data from genome-wide association studies of the Pancreatic Cancer Cohort Consortium (PanScan) and the Pancreatic Cancer Case-Control Consortium (PanC4), including in total 8769 cases and 7055 controls. Causality was assessed using inverse-variance weighted, MR-Egger regression and weighted median methods, complemented with sensitivity and radial MR analyses.
We found evidence for a causal effect of body mass index (BMI) on PDAC risk (OR 1.43, 95% CI 1.20 to 1.71, p=8.43×10). Fasting insulin (OR 2.84, 95% CI 1.23 to 6.56, p=0.01), low-density lipoprotein cholesterol (OR 1.16, 95% CI 1.02 to 1.32, p=0.03) and type 2 diabetes (OR 1.09, 95% CI 1.01 to 1.17, p=0.02) were also causally associated with PDAC risk. BMI showed both direct and fasting insulin-mediated causal effects.
We found strong evidence that BMI is causally associated with PDAC risk, providing support that obesity management may be a potential prevention strategy for reducing pancreatic cancer risk while fasting insulin and type 2 diabetes showed a suggestive association that should be further investigated.
观察性研究报告了多种胰腺癌(PDAC)的风险因素。有些是公认的,如吸烟、饮酒、肥胖和 2 型糖尿病,而有些则是推测性的,如过敏和饮食因素。确定因果风险因素有助于确定那些可以针对预防 PDAC 的因素。
我们试图研究已确定和推测性因素对 PDAC 风险的可能因果影响。
我们使用与感兴趣因素相关的遗传变异的公开可用数据以及来自 PanScan 和 PanC4 的全基因组关联研究的汇总遗传数据,进行了两样本孟德尔随机化(MR)研究,共包括 8769 例病例和 7055 例对照。使用逆方差加权、MR-Egger 回归和加权中位数方法评估因果关系,并辅以敏感性和径向 MR 分析。
我们发现体重指数(BMI)与 PDAC 风险之间存在因果关系(OR 1.43,95%CI 1.20 至 1.71,p=8.43×10)。空腹胰岛素(OR 2.84,95%CI 1.23 至 6.56,p=0.01)、低密度脂蛋白胆固醇(OR 1.16,95%CI 1.02 至 1.32,p=0.03)和 2 型糖尿病(OR 1.09,95%CI 1.01 至 1.17,p=0.02)也与 PDAC 风险存在因果关系。BMI 显示出直接和空腹胰岛素介导的因果作用。
我们发现强有力的证据表明 BMI 与 PDAC 风险存在因果关系,这支持了肥胖管理可能是降低胰腺癌风险的潜在预防策略,而空腹胰岛素和 2 型糖尿病则显示出提示性关联,需要进一步研究。