Chen Ying, Yang Hong, Song Jie, Chen Weiwei, Liu Ke, Liu Bin, Luo Peiyang, Sun Xiaohui, He Zhixing, Mao Yingying, Ye Ding
Department of Epidemiology, School of Public Health, Zhejiang Chinese Medical University, Hangzhou, China.
Department of the Fourth Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China.
Front Nutr. 2024 Jul 1;11:1362615. doi: 10.3389/fnut.2024.1362615. eCollection 2024.
Modifiable factors were found to be associated with the risk of irritable bowel syndrome (IBS) in observational studies, but whether these associations are causal is uncertain. We conducted a Mendelian randomization (MR) study to systematically explore the causal associations of modifiable factors with IBS.
Summary-level statistical data for IBS was obtained from a genome-wide association study (GWAS) meta-analysis of UK Biobank (40,548 cases and 293,220 controls) and the international collaborative Bellygenes initiative (12,852 cases and 139,981 controls). Genetic instruments associated with the exposures at the genome-wide significance ( < 5 × 10) level were selected from previous GWASs. Mendelian randomization was performed using inverse-variance weighted (IVW) method, supplemented with several sensitivity analyses to evaluate potentially causal relationships between identified contributing factors and IBS. Furthermore, we applied another database from FinnGen (8,116 IBS cases and 276,683 controls) to testify the reliability of the significant associations.
Seven convincing modifiable factors were significantly associated with IBS after correction for multiple testing. Genetically predicted smoking initiation (OR = 1.12, 95% CI = 1.06-1.18, = 1.03 × 10), alcohol consumption (OR = 0.47, 95% CI = 0.34-0.64, = 3.49 × 10), sedentary behavior (OR = 1.17, 95% CI = 1.07-1.28, = 4.02 × 10), chronotype (OR = 0.92, 95% CI = 0.88-0.96, = 4.42 × 10), insomnia (OR = 1.19, 95% CI = 1.15-1.24, = 7.59 × 10), education (OR = 0.80, 95% CI = 0.74-0.88, = 5.34 × 10), and visceral adiposity (OR = 1.15, 95% CI = 1.06-1.24, = 7.96 × 10). We additionally identified several suggestive factors, including serum magnesium, serum phosphorus, physical activity, lifetime smoking, intelligence, lean body mass, and body mass index (BMI). After pooling the effect estimates from FinnGen, the associations remained significant except for chronotype.
This MR analysis verified several modifiable risk factors for IBS, thus prevention strategies for IBS should be considered from multiple perspectives on these risk factors.
在观察性研究中发现可改变因素与肠易激综合征(IBS)风险相关,但这些关联是否为因果关系尚不确定。我们进行了一项孟德尔随机化(MR)研究,以系统地探索可改变因素与IBS之间的因果关联。
IBS的汇总水平统计数据来自英国生物银行的全基因组关联研究(GWAS)荟萃分析(40548例病例和293220例对照)以及国际合作的Bellygenes计划(12852例病例和139981例对照)。从先前的GWAS中选择与全基因组显著性(<5×10)水平的暴露相关的遗传工具。使用逆方差加权(IVW)方法进行孟德尔随机化,并辅以多项敏感性分析,以评估已确定的促成因素与IBS之间潜在的因果关系。此外,我们应用了来自芬兰基因数据库(8116例IBS病例和276683例对照)来验证显著关联的可靠性。
经过多重检验校正后,七个令人信服的可改变因素与IBS显著相关。基因预测的开始吸烟(OR = 1.12,95%CI = 1.06 - 1.18,P = 1.03×10)、饮酒(OR = 0.47,95%CI = 0.34 - 0.64,P = 3.49×10)、久坐行为(OR = 1.17,95%CI = 1.07 - 1.28,P = 4.02×10)、昼夜节律类型(OR = 0.92,95%CI = 0.88 - 0.96,P = 4.42×10)、失眠(OR = 1.19,95%CI = 1.15 - 1.24,P = 7.59×10)、教育程度(OR = 0.80,95%CI = 0.74 - 0.88,P = 5.34×10)和内脏脂肪过多(OR = 1.15,95%CI = 1.06 - 1.24,P = 7.96×10)。我们还确定了几个提示性因素,包括血清镁、血清磷、身体活动、终生吸烟、智力、瘦体重和体重指数(BMI)。汇总来自芬兰基因数据库的效应估计值后,除昼夜节律类型外,其他关联仍然显著。
这项MR分析验证了IBS的几个可改变风险因素,因此应从这些风险因素的多个角度考虑IBS的预防策略。