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DOI 10.1186/s41065-024-00309-z

Медицинская библиотека · Hereditas · 2024

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

Zhang Huan, He Yongqiang, Zhao Yuqing, Axinbai Malina, Hu Yuwei, Liu Shilei, Kong Jingmin, Sun Jinhui, Zhang Liping

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Аннотация

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.

Для цитирования: Zhang Huan, He Yongqiang, Zhao Yuqing, Axinbai Malina, Hu Yuwei, Liu Shilei, Kong Jingmin, Sun Jinhui, Zhang Liping. Identification of necroptosis genes and characterization of immune infiltration in non-alcoholic steatohepatitis.. Hereditas. 2024. DOI: 10.1186/s41065-024-00309-z.

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