Jan Rana Mohammed, Al-Numan Huda Husain, Al-Twaty Nada Hassan, Alrayes Nuha, Alsufyani Hadeel A, Alaifan Meshari A, Alhussaini Bakr H, Shaik Noor Ahmad, Awan Zuhier, Qari Yousef, Saadah Omar I, Banaganapalli Babajan, Mosli Mahmoud Hisham, Elango Ramu
Department of Biological Sciences, Faculty of Science, King Abdulaziz University, Jeddah, Saudi Arabia.
Princess Al-Jawhara Al-Brahim Center of Excellence in Research of Hereditary Disorders, King Abdulaziz University, Jeddah, Saudi Arabia.
Front Med (Lausanne). 2023 May 5;10:1164305. doi: 10.3389/fmed.2023.1164305. eCollection 2023.
Inflammatory bowel disease (IBD) is a chronic autoimmune disorder characterized by severe inflammation and mucosal destruction of the intestine. The specific, complex molecular processes underlying IBD pathogenesis are not well understood. Therefore, this study is aimed at identifying and uncovering the role of key genetic factors in IBD.
The whole exome sequences (WESs) of three consanguineous Saudi families having many siblings with IBD were analyzed to discover the causal genetic defect. Then, we used a combination of artificial intelligence approaches, such as functional enrichment analysis using immune pathways and a set of computational functional validation tools for gene expression, immune cell expression analyses, phenotype aggregation, and the system biology of innate immunity, to highlight potential IBD genes that play an important role in its pathobiology.
Our findings have shown a causal group of extremely rare variants in the (Q53L, Y99N, W351G, D365A, and Q376H) and (F4L and V25I) genes in IBD-affected siblings. Findings from amino acids in conserved domains, tertiary-level structural deviations, and stability analysis have confirmed that these variants have a negative impact on structural features in the corresponding proteins. Intensive computational structural analysis shows that both genes have very high expression in the gastrointestinal tract and immune organs and are involved in a variety of innate immune system pathways. Since the innate immune system detects microbial infections, any defect in this system could lead to immune functional impairment contributing to IBD.
The present study proposes a novel strategy for unraveling the complex genetic architecture of IBD by integrating WES data of familial cases, with computational analysis.
炎症性肠病(IBD)是一种慢性自身免疫性疾病,其特征为肠道严重炎症和黏膜破坏。IBD发病机制背后具体而复杂的分子过程尚未完全明确。因此,本研究旨在识别并揭示关键遗传因素在IBD中的作用。
对三个有许多患IBD兄弟姐妹的沙特近亲家庭的全外显子序列(WES)进行分析,以发现因果遗传缺陷。然后,我们使用了多种人工智能方法的组合,如利用免疫途径进行功能富集分析以及一套用于基因表达、免疫细胞表达分析、表型聚集和固有免疫系统生物学的计算功能验证工具,以突出在IBD病理生物学中起重要作用的潜在IBD基因。
我们的研究结果显示,在受IBD影响的兄弟姐妹中,(Q53L、Y99N、W351G、D365A和Q376H)和(F4L和V25I)基因存在一组因果关系的极其罕见的变异。来自保守结构域中氨基酸、三级结构偏差和稳定性分析的结果证实,这些变异对相应蛋白质的结构特征有负面影响。深入的计算结构分析表明,这两个基因在胃肠道和免疫器官中均有非常高的表达,并参与多种固有免疫系统途径。由于固有免疫系统可检测微生物感染,该系统中的任何缺陷都可能导致免疫功能受损,从而引发IBD。
本研究提出了一种通过整合家族性病例的WES数据与计算分析来揭示IBD复杂遗传结构的新策略。