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Screening of ferroptosis-related genes in sepsis-induced liver failure and analysis of immune correlation

PURPOSE: Sepsis-induced liver failure is a kind of liver injury with a high mortality, and ferroptosis plays a key role in this disease. Our research aims to screen ferroptosis-related genes in sepsis-induced liver failure as targeted therapy for patients with liver failure. METHODS: Using the limma...

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Autores principales: Chen, Qingli, Liu, Luxiang, Ni, Shuangling
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9341447/
https://www.ncbi.nlm.nih.gov/pubmed/35923893
http://dx.doi.org/10.7717/peerj.13757
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author Chen, Qingli
Liu, Luxiang
Ni, Shuangling
author_facet Chen, Qingli
Liu, Luxiang
Ni, Shuangling
author_sort Chen, Qingli
collection PubMed
description PURPOSE: Sepsis-induced liver failure is a kind of liver injury with a high mortality, and ferroptosis plays a key role in this disease. Our research aims to screen ferroptosis-related genes in sepsis-induced liver failure as targeted therapy for patients with liver failure. METHODS: Using the limma software, we analyzed the differentially expressed genes (DEGs) in the GSE60088 dataset downloaded from the Gene Expression Omnibus (GEO) database. Clusterprofiler was applied for enrichment analysis of DEGs enrichment function. Then, the ferroptosis-related genes of the mice in the FerrDb database were crossed with DEGs. Sepsis mice model were prepared by cecal ligation and perforation (CLP). ALT and AST in the serum of mice were measured using detection kit. The pathological changes of the liver tissues in mice were observed by hematoxylin-eosin (H & E) staining. We detected the apoptosis of mice liver tissues using TUNEL. The expression of Hmox1, Epas1, Sirt1, Slc3a2, Jun, Plin2 and Zfp36 were detected by qRT-PCR. RESULTS: DEGs analysis showed 136 up-regulated and 45 down-regulated DEGs. Meanwhile, we found that the up-regulated DEGs were enriched in pathways including the cytokine biosynthesis process while the down-regulated DEGs were enriched in pathways such as organic hydroxy compound metabolic process. In this study, seven genes (Hmox1, Epas1, Sirt1, Slc3a2, Jun, Plin2 and Zfp36) were obtained through the intersection of FerrDb database and DEGs. However, immune infiltration analysis revealed that ferroptosis-related genes may promote the development of liver failure through B cells and natural killer (NK) cells. Finally, it was confirmed by the construction of septic liver failure mice model that ferroptosis-related genes of Hmox1, Slc3a2, Jun and Zfp36 were significantly correlated with liver failure and were highly expressed. CONCLUSION: The identification of ferroptosis-related genes Hmox1, Slc3a2, Jun and Zfp36 in the present study contribute to our understanding of the molecular mechanism of sepsis-induced liver failure, and provide candidate targets for the diagnosis and treatment of the disease.
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spelling pubmed-93414472022-08-02 Screening of ferroptosis-related genes in sepsis-induced liver failure and analysis of immune correlation Chen, Qingli Liu, Luxiang Ni, Shuangling PeerJ Biochemistry PURPOSE: Sepsis-induced liver failure is a kind of liver injury with a high mortality, and ferroptosis plays a key role in this disease. Our research aims to screen ferroptosis-related genes in sepsis-induced liver failure as targeted therapy for patients with liver failure. METHODS: Using the limma software, we analyzed the differentially expressed genes (DEGs) in the GSE60088 dataset downloaded from the Gene Expression Omnibus (GEO) database. Clusterprofiler was applied for enrichment analysis of DEGs enrichment function. Then, the ferroptosis-related genes of the mice in the FerrDb database were crossed with DEGs. Sepsis mice model were prepared by cecal ligation and perforation (CLP). ALT and AST in the serum of mice were measured using detection kit. The pathological changes of the liver tissues in mice were observed by hematoxylin-eosin (H & E) staining. We detected the apoptosis of mice liver tissues using TUNEL. The expression of Hmox1, Epas1, Sirt1, Slc3a2, Jun, Plin2 and Zfp36 were detected by qRT-PCR. RESULTS: DEGs analysis showed 136 up-regulated and 45 down-regulated DEGs. Meanwhile, we found that the up-regulated DEGs were enriched in pathways including the cytokine biosynthesis process while the down-regulated DEGs were enriched in pathways such as organic hydroxy compound metabolic process. In this study, seven genes (Hmox1, Epas1, Sirt1, Slc3a2, Jun, Plin2 and Zfp36) were obtained through the intersection of FerrDb database and DEGs. However, immune infiltration analysis revealed that ferroptosis-related genes may promote the development of liver failure through B cells and natural killer (NK) cells. Finally, it was confirmed by the construction of septic liver failure mice model that ferroptosis-related genes of Hmox1, Slc3a2, Jun and Zfp36 were significantly correlated with liver failure and were highly expressed. CONCLUSION: The identification of ferroptosis-related genes Hmox1, Slc3a2, Jun and Zfp36 in the present study contribute to our understanding of the molecular mechanism of sepsis-induced liver failure, and provide candidate targets for the diagnosis and treatment of the disease. PeerJ Inc. 2022-07-29 /pmc/articles/PMC9341447/ /pubmed/35923893 http://dx.doi.org/10.7717/peerj.13757 Text en ©2022 Chen et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Biochemistry
Chen, Qingli
Liu, Luxiang
Ni, Shuangling
Screening of ferroptosis-related genes in sepsis-induced liver failure and analysis of immune correlation
title Screening of ferroptosis-related genes in sepsis-induced liver failure and analysis of immune correlation
title_full Screening of ferroptosis-related genes in sepsis-induced liver failure and analysis of immune correlation
title_fullStr Screening of ferroptosis-related genes in sepsis-induced liver failure and analysis of immune correlation
title_full_unstemmed Screening of ferroptosis-related genes in sepsis-induced liver failure and analysis of immune correlation
title_short Screening of ferroptosis-related genes in sepsis-induced liver failure and analysis of immune correlation
title_sort screening of ferroptosis-related genes in sepsis-induced liver failure and analysis of immune correlation
topic Biochemistry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9341447/
https://www.ncbi.nlm.nih.gov/pubmed/35923893
http://dx.doi.org/10.7717/peerj.13757
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