Guangzhou University of Chinese Medicine, Guangzhou, China.
The Second Clinical Medical College, Guangzhou University of Chinese Medicine, Guangzhou, China.
BMC Genomics. 2024 Feb 1;25(1):130. doi: 10.1186/s12864-024-10003-z.
Circadian rhythm is crucial to the function of the immune system. Disorders of the circadian rhythm can contribute to inflammatory diseases such as Ulcerative colitis (UC). This Mendelian Randomization (MR) analysis applies genetic tools to represent the aggregated statistical results of exposure to circadian rhythm disorders and UC and its comorbidities, allowing for causal inferences.
Summary statistics of protein, DNA methylation and gene expression quantitative trait loci in individuals of European ancestry (pQTL, mQTL, and eQTL, respectively) were used. Genetic variants located within or near 152 circadian clock-related genes and closely related to circadian rhythm disorders were selected as instrumental variables. Causal relationships with UC and its comorbidities were then estimated through employed Summary data-based Mendelian Randomization (SMR) and Inverse-Variance-Weighted MR (IVW-MR).
Through preliminary SMR analysis, we identified a potential causal relationship between circadian clock-related genes and UC along with its comorbidities, which was further confirmed by IVW-MR analysis. Our study identified strong evidence of positive correlation involving seven overlapping genes (CSNK1E, OPRL1, PIWIL2, RORC, MAX, PPP5C, and AANAT) through MWAS and TWAS in UC, four overlapping genes (OPRL1, CHRNB2, FBXL17, and SIRT1) in UC with PSC, and three overlapping genes (ARNTL, USP7, and KRAS) in UC with arthropathy.
This SMR study demonstrates the causal effect of circadian rhythm disorders in UC and its comorbidities. Furthermore, our investigation pinpointed candidate genes that could potentially serve as drug targets.
昼夜节律对免疫系统的功能至关重要。昼夜节律紊乱可导致溃疡性结肠炎(UC)等炎症性疾病。本孟德尔随机分析(MR)应用遗传工具代表对昼夜节律紊乱和 UC 及其合并症的暴露的汇总统计结果,从而进行因果推断。
使用欧洲血统个体的蛋白质、DNA 甲基化和基因表达定量性状基因座(pQTL、mQTL 和 eQTL 分别)的汇总统计数据。选择位于 152 个昼夜节律相关基因内或附近且与昼夜节律紊乱密切相关的遗传变异作为工具变量。然后通过基于汇总数据的孟德尔随机分析(SMR)和逆方差加权 MR(IVW-MR)来估计与 UC 及其合并症的因果关系。
通过初步的 SMR 分析,我们确定了昼夜节律相关基因与 UC 及其合并症之间存在潜在的因果关系,这一关系通过 IVW-MR 分析得到了进一步证实。通过 UC 中的 MWAS 和 TWAS,我们发现了七个重叠基因(CSNK1E、OPRL1、PIWIL2、RORC、MAX、PPP5C 和 AANAT)之间存在强烈的正相关证据,在 UC 与 PSC 之间有四个重叠基因(OPRL1、CHRNB2、FBXL17 和 SIRT1),在 UC 与关节炎之间有三个重叠基因(ARNTL、USP7 和 KRAS)。
这项 SMR 研究表明昼夜节律紊乱与 UC 及其合并症之间存在因果关系。此外,我们的研究还确定了一些潜在的候选基因,这些基因可能成为药物靶点。