Department of Thoracic Surgery, Med+X Center for Informatics, West China Hospital, Sichuan University, Chengdu, China.
Biomedical Big Data Center of West China Hospital, Med+X Center for Informatics, Sichuan University, Chengdu, China.
J Affect Disord. 2024 Dec 1;366:189-195. doi: 10.1016/j.jad.2024.08.158. Epub 2024 Aug 24.
Previous studies have suggested a potential association between irritability and the risk of various diseases. However, establishing a causal relationship has remained a significant challenge. To address this issue, we employed Mendelian randomization (MR), a sophisticated approach that leverages genotype data to emulate the conditions of randomized controlled trials. This method enables us to investigate the potential causal link between irritability and the susceptibility to esophageal diseases.
We conducted an extensive multivariable MR analysis using summary-level data from genome-wide association studies (GWAS) encompassing various esophageal diseases, including gastroesophageal reflux disease (GERD), esophageal cancer (EC), and Barrett's esophagus. Both univariable and multivariable MR analyses were performed to elucidate and confirm the causal association between genetically predicted irritability and the incidence of esophageal diseases.
Based on our primary causal effects model utilizing MR analyses with the inverse-variance weighted (IVW) method, genetically predicted irritability was identified as a risk factor for GERD (OR = 2.413; 95 % CI: 1.678-3.470; P = 2.03E-06) and Barrett's esophagus (OR = 2.306; 95 % CI: 1.042-5.101; P = 0.039). However, irritability was not found to be associated with the risk of EC, even after adjusting for BMI, smoking initiation, and alcohol consumption.
The multivariable MR analysis performed in this study demonstrated a causal relationship between irritability and esophageal diseases. It is imperative to acknowledge the need for further large-scale prospective studies to validate these findings.
先前的研究表明,易怒与各种疾病的风险之间可能存在关联。然而,建立因果关系仍然是一个重大挑战。为了解决这个问题,我们采用了孟德尔随机化(MR),这是一种利用基因型数据模拟随机对照试验条件的复杂方法。这种方法使我们能够研究易怒与食管疾病易感性之间的潜在因果关系。
我们使用来自全基因组关联研究(GWAS)的汇总水平数据,进行了广泛的多变量 MR 分析,这些研究涵盖了各种食管疾病,包括胃食管反流病(GERD)、食管癌(EC)和巴雷特食管。我们进行了单变量和多变量 MR 分析,以阐明和确认遗传预测的易怒与食管疾病发生率之间的因果关系。
根据我们使用逆方差加权(IVW)方法的主要因果效应模型进行的 MR 分析,遗传预测的易怒被确定为 GERD 的危险因素(OR=2.413;95%CI:1.678-3.470;P=2.03E-06)和巴雷特食管(OR=2.306;95%CI:1.042-5.101;P=0.039)。然而,即使在调整 BMI、吸烟起始和饮酒后,易怒与 EC 的风险也没有关联。
本研究进行的多变量 MR 分析表明易怒与食管疾病之间存在因果关系。需要进一步开展大规模前瞻性研究来验证这些发现。