Department of Gastroenterology and Hepatology, Hebei Key Laboratory of Gastroenterology, Hebei Institute of Gastroenterology, Hebei Clinical Research Center for Digestive Diseases, The Second Hospital of Hebei Medical University, Shijiazhuang, 050000, Hebei, China.
Sci Rep. 2023 Oct 28;13(1):18497. doi: 10.1038/s41598-023-44853-6.
The coexistence of ulcerative colitis (UC) and nonalcoholic steatohepatitis (NASH) involves a intricate interplay, though the precise pathophysiological mechanisms remain elusive. To shed light on this, our study endeavors to unravel the shared gene signatures and molecular mechanisms by employing quantitative bioinformatics analysis on a publicly available RNA-sequencing database. Gene expression profiles of UC (GSE87466) and NASH (GSE89632) were retrieved from the Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) were analyzed using R software. After identifying common DEGs, functional enrichment analysis, protein-protein interaction (PPI) network analysis and module construction were performed to obtain candidate hub genes. GSE47908 for UC and GSE159676 for NASH were selected to validate the obtained candidate genes. A total of 119 common DEGs were found in NASH and UC patients. Functional and pathway analyses emphasized that viral infection, inflammation and immune response were enriched in these two diseases. After module construction and validation, CD2, CD8A, GNLY, IFI44, NKG7 and OAS2 were identified as hub genes. 6 hub genes and their combined prediction scores were found with an impressive accuracy and sensitivity. Functional estimation, gene set enrichment analysis and immune infiltration signature identification showed notable associations of the six hub genes with T cells, natural killer cells and type I interferon levels. In addition, we constructed UC combined with NASH mice model successfully with significantly higher expression of hub genes in both liver and colonic tissues than those in control group. Our study elucidates 6 hub genes of UC and NASH, which may participate in immune, inflammatory and antiviral effects. These findings provide some potential biochemical markers for further exploration of UC coexistence with NASH.
溃疡性结肠炎(UC)和非酒精性脂肪性肝炎(NASH)共存涉及复杂的相互作用,尽管确切的病理生理机制仍不清楚。为了阐明这一点,我们通过使用公共 RNA 测序数据库进行定量生物信息学分析,努力揭示共同的基因特征和分子机制。从基因表达综合数据库(GEO)中检索 UC(GSE87466)和 NASH(GSE89632)的基因表达谱。使用 R 软件分析差异表达基因(DEGs)。在确定共同的 DEGs 后,进行功能富集分析、蛋白质-蛋白质相互作用(PPI)网络分析和模块构建,以获得候选关键基因。选择 GSE47908 用于 UC 和 GSE159676 用于 NASH 来验证获得的候选基因。在 NASH 和 UC 患者中发现了 119 个共同的 DEGs。功能和途径分析强调,病毒感染、炎症和免疫反应在这两种疾病中得到了富集。经过模块构建和验证,确定 CD2、CD8A、GNLY、IFI44、NKG7 和 OAS2 为关键基因。6 个关键基因及其联合预测评分具有令人印象深刻的准确性和敏感性。功能估计、基因集富集分析和免疫浸润特征鉴定表明,这 6 个关键基因与 T 细胞、自然杀伤细胞和 I 型干扰素水平有显著关联。此外,我们成功构建了 UC 合并 NASH 小鼠模型,与对照组相比,肝脏和结肠组织中关键基因的表达明显升高。我们的研究阐明了 UC 和 NASH 的 6 个关键基因,它们可能参与免疫、炎症和抗病毒作用。这些发现为进一步探索 UC 与 NASH 的共存提供了一些潜在的生化标志物。