Identification of necroptosis genes and characterization of immune infiltration in non-alcoholic steatohepatitis.

IF 2.7 3区 生物学 Hereditas Pub Date : 2024-10-01 DOI:10.1186/s41065-024-00309-z
Huan Zhang, Yongqiang He, Yuqing Zhao, Malina Axinbai, Yuwei Hu, Shilei Liu, Jingmin Kong, Jinhui Sun, Liping Zhang
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Abstract

Background: The most common progressive form of non-alcoholic fatty liver disease (NAFLD) is non-alcoholic steatohepatitis (NASH), which is characterized by the development of cirrhosis, and requires liver transplantation. We screened for the differentially expressed necroptosis-related genes in NASH in this study, and analyzed immune infiltration through microarray and bioinformatics analysis to identify potential biomarkers, and explore the molecular mechanisms involved in NASH.

Methods: The GSE24807 microarray dataset of NASH patients and healthy controls was downloaded, and we identified the differentially expressed genes (DEGs). Necroptosis-related differential genes (NRDEGs) were extracted from these DEGs, and functionally annotated by enrichment analyses. The core genes were obtained by constructing gene co-expression networks using weighted gene co-expression network analysis (WGCNA). Finally, the transcription factor (TF) regulatory network and the mRNA-miRNA network were constructed, and the infiltrating immune cell populations were analyzed with CIBERSORT.

Results: We identified six necroptosis-related genes (CASP1, GLUL, PYCARD, IL33, SHARPIN, and IRF9), and they are potential diagnostic biomarkers for NASH. In particular, PYCARD is a potential biomarker for NAFLD progression. Analyses of immune infiltration showed that M2 macrophages, γδ T cells, and T follicular helper cells were associated with the immune microenvironment of NASH, which is possibly regulated by CASP1, IL33, and IRF9.

Conclusions: We identified six necroptosis-related genes in NASH, which are also potential diagnostic biomarkers. Our study provides new insights into the molecular mechanisms and immune microenvironment of NASH.

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非酒精性脂肪性肝炎坏死基因的鉴定和免疫浸润的特征。
背景:非酒精性脂肪性肝病(NAFLD)最常见的进展形式是非酒精性脂肪性肝炎(NASH),其特点是发展为肝硬化,需要进行肝移植。本研究筛选了NASH中不同表达的坏死相关基因,并通过芯片和生物信息学分析对免疫浸润进行了分析,以确定潜在的生物标志物,并探索NASH的分子机制:下载NASH患者和健康对照组的GSE24807芯片数据集,鉴定差异表达基因(DEGs)。从这些 DEGs 中提取出坏死相关差异基因(NRDEGs),并通过富集分析进行功能注释。利用加权基因共表达网络分析(WGCNA)构建基因共表达网络,从而获得核心基因。最后,构建了转录因子(TF)调控网络和mRNA-miRNA网络,并利用CIBERSORT分析了浸润免疫细胞群:结果:我们发现了六个坏死相关基因(CASP1、GLUL、PYCARD、IL33、SHARPIN和IRF9),它们是NASH的潜在诊断生物标志物。其中,PYCARD是非酒精性脂肪肝进展的潜在生物标志物。对免疫浸润的分析表明,M2巨噬细胞、γδ T细胞和T滤泡辅助细胞与NASH的免疫微环境有关,而NASH的免疫微环境可能受CASP1、IL33和IRF9的调控:我们在 NASH 中发现了六个坏死相关基因,它们也是潜在的诊断生物标志物。我们的研究为了解 NASH 的分子机制和免疫微环境提供了新的视角。
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来源期刊
Hereditas
Hereditas Biochemistry, Genetics and Molecular Biology-Genetics
CiteScore
3.80
自引率
3.70%
发文量
0
期刊介绍: For almost a century, Hereditas has published original cutting-edge research and reviews. As the Official journal of the Mendelian Society of Lund, the journal welcomes research from across all areas of genetics and genomics. Topics of interest include human and medical genetics, animal and plant genetics, microbial genetics, agriculture and bioinformatics.
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