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鉴定和验证代谢功能障碍相关脂肪性肝病合并溃疡性结肠炎中表达的枢纽基因。

Identification and validation of hub genes expressed in ulcerative colitis with metabolic dysfunction-associated steatotic liver disease.

机构信息

Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China.

Department of Infection, Union Hospital of Tongji Medical College of Huazhong University of Science and Technology, Wuhan, China.

出版信息

Front Immunol. 2024 Mar 14;15:1357632. doi: 10.3389/fimmu.2024.1357632. eCollection 2024.

Abstract

OBJECTIVE

Ulcerative colitis (UC) and metabolic dysfunction-associated steatotic liver disease (MASLD) are closely intertwined; however, the precise molecular mechanisms governing their coexistence remain unclear.

METHODS

We obtained UC (GSE75214) and MASLD (GSE151158) datasets from the Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) were acquired by the 'edgeR' and 'limma' packages of R. We then performed functional enrichment analysis of common DEGs. Hub genes were selected using the cytoHubba plugin and validated using GSE87466 for UC and GSE33814 for MASLD. Immunohistochemistry was employed to validate the hub genes' expression in clinical samples. Immune infiltration and gene set enrichment analyses of the hub genes were performed. Finally, we estimated the Spearman's correlation coefficients for the clinical correlation of the core genes.

RESULTS

Within a cohort of 26 differentially regulated genes in both UC and MASLD, pathways involving cytokine-mediated signaling, cell chemotaxis, and leukocyte migration were enriched. After further validation, , and were identified as the hub genes. Analysis of immune infiltration patterns highlighted an association between elevated pivotal gene expression and M1 macrophage activation. Immunohistochemical staining revealed widespread expression of pivotal genes in UC- and MASLD-affected tissues. Furthermore, significant correlations were observed between the increased expression of hub genes and biochemical markers, such as albumin and prothrombin time.

CONCLUSION

This bioinformatics analysis highlights , and as crucial genes involved in the co-occurrence of UC and MASLD, providing insights into the underlying mechanisms of these two conditions.

摘要

目的

溃疡性结肠炎(UC)和代谢相关脂肪性肝病(MASLD)密切相关;然而,调控两者共存的确切分子机制尚不清楚。

方法

我们从基因表达综合数据库(GEO)中获得了 UC(GSE75214)和 MASLD(GSE151158)数据集。通过 R 中的“edgeR”和“limma”包获得差异表达基因(DEGs)。然后,我们对共同的 DEGs 进行了功能富集分析。使用 cytoHubba 插件选择枢纽基因,并使用 GSE87466 对 UC 和 GSE33814 对 MASLD 进行验证。采用免疫组织化学法验证临床样本中枢纽基因的表达。对枢纽基因进行免疫浸润和基因集富集分析。最后,我们估计了核心基因临床相关性的斯皮尔曼相关系数。

结果

在 UC 和 MASLD 中 26 个差异调节基因的队列中,涉及细胞因子介导的信号转导、细胞趋化和白细胞迁移的途径被富集。进一步验证后,和被鉴定为枢纽基因。免疫浸润模式分析强调了关键基因表达升高与 M1 巨噬细胞激活之间的关联。免疫组织化学染色显示关键基因在 UC 和 MASLD 病变组织中广泛表达。此外,枢纽基因表达的增加与白蛋白和凝血酶原时间等生化标志物之间存在显著相关性。

结论

这项生物信息学分析强调、和作为 UC 和 MASLD 共同发生的关键基因,为这两种疾病的潜在机制提供了新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c715/10972886/28f1d6df2bac/fimmu-15-1357632-g001.jpg

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