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Identification and validation of ferroptosis-related genes and immune infiltration in ischemic cardiomyopathy

BACKGROUND: Cardiomyocyte death is an important pathophysiological basis for ischemic cardiomyopathy (ICM). Many studies have suggested that ferroptosis is a key link in the development of ICM. We performed bioinformatics analysis and experiment validation to explore the potential ferroptosis-relate...

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Autores principales: Huang, Kai, Mei, Kun, Duan, Jiahao, Wang, Ruting, Yang, Chun, Wang, Bin, Gu, Renjun, Yang, Ling
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9989975/
https://www.ncbi.nlm.nih.gov/pubmed/36895830
http://dx.doi.org/10.3389/fcvm.2023.1078290
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author Huang, Kai
Mei, Kun
Duan, Jiahao
Wang, Ruting
Yang, Chun
Wang, Bin
Gu, Renjun
Yang, Ling
author_facet Huang, Kai
Mei, Kun
Duan, Jiahao
Wang, Ruting
Yang, Chun
Wang, Bin
Gu, Renjun
Yang, Ling
author_sort Huang, Kai
collection PubMed
description BACKGROUND: Cardiomyocyte death is an important pathophysiological basis for ischemic cardiomyopathy (ICM). Many studies have suggested that ferroptosis is a key link in the development of ICM. We performed bioinformatics analysis and experiment validation to explore the potential ferroptosis-related genes and immune infiltration of ICM. METHODS: We downloaded the datasets of ICM from the Gene Expression Omnibus database and analyzed the ferroptosis-related differentially expressed genes (DEGs). Gene Ontology, Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis, and protein–protein interaction network were performed to analyze ferroptosis-related DEGs. Gene Set Enrichment Analysis was used to evaluate the gene enrichment signaling pathway of ferroptosis-related genes in ICM. Then, we explored the immune landscape of patients with ICM. Finally, the RNA expression of the top five ferroptosis-related DEGs was validated in blood samples from patients with ICM and healthy controls using qRT-PCR. RESULTS: Overall, 42 ferroptosis-related DEGs (17 upregulated and 25 downregulated genes) were identified. Functional enrichment analysis indicated several enriched terms related to ferroptosis and the immune pathway. Immunological analysis suggested that the immune microenvironment in patients with ICM is altered. The immune checkpoint-related genes (PDCD1LG2, LAG3, and TIGIT) were overexpressed in ICM. The qRT-PCR results showed that the expression levels of IL6, JUN, STAT3, and ATM in patients with ICM and healthy controls were consistent with the bioinformatics analysis results from the mRNA microarray. CONCLUSION: Our study showed significant differences in ferroptosis-related genes and functional pathway between ICM patients and healthy controls. We also provided insight into the landscape of immune cells and the expression of immune checkpoints in patients with ICM. This study provides a new road for future investigation of the pathogenesis and treatment of ICM.
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spelling pubmed-99899752023-03-08 Identification and validation of ferroptosis-related genes and immune infiltration in ischemic cardiomyopathy Huang, Kai Mei, Kun Duan, Jiahao Wang, Ruting Yang, Chun Wang, Bin Gu, Renjun Yang, Ling Front Cardiovasc Med Cardiovascular Medicine BACKGROUND: Cardiomyocyte death is an important pathophysiological basis for ischemic cardiomyopathy (ICM). Many studies have suggested that ferroptosis is a key link in the development of ICM. We performed bioinformatics analysis and experiment validation to explore the potential ferroptosis-related genes and immune infiltration of ICM. METHODS: We downloaded the datasets of ICM from the Gene Expression Omnibus database and analyzed the ferroptosis-related differentially expressed genes (DEGs). Gene Ontology, Kyoto Encyclopedia of Genes and Genomes pathway enrichment analysis, and protein–protein interaction network were performed to analyze ferroptosis-related DEGs. Gene Set Enrichment Analysis was used to evaluate the gene enrichment signaling pathway of ferroptosis-related genes in ICM. Then, we explored the immune landscape of patients with ICM. Finally, the RNA expression of the top five ferroptosis-related DEGs was validated in blood samples from patients with ICM and healthy controls using qRT-PCR. RESULTS: Overall, 42 ferroptosis-related DEGs (17 upregulated and 25 downregulated genes) were identified. Functional enrichment analysis indicated several enriched terms related to ferroptosis and the immune pathway. Immunological analysis suggested that the immune microenvironment in patients with ICM is altered. The immune checkpoint-related genes (PDCD1LG2, LAG3, and TIGIT) were overexpressed in ICM. The qRT-PCR results showed that the expression levels of IL6, JUN, STAT3, and ATM in patients with ICM and healthy controls were consistent with the bioinformatics analysis results from the mRNA microarray. CONCLUSION: Our study showed significant differences in ferroptosis-related genes and functional pathway between ICM patients and healthy controls. We also provided insight into the landscape of immune cells and the expression of immune checkpoints in patients with ICM. This study provides a new road for future investigation of the pathogenesis and treatment of ICM. Frontiers Media S.A. 2023-02-21 /pmc/articles/PMC9989975/ /pubmed/36895830 http://dx.doi.org/10.3389/fcvm.2023.1078290 Text en Copyright © 2023 Huang, Mei, Duan, Wang, Yang, Wang, Gu and Yang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Cardiovascular Medicine
Huang, Kai
Mei, Kun
Duan, Jiahao
Wang, Ruting
Yang, Chun
Wang, Bin
Gu, Renjun
Yang, Ling
Identification and validation of ferroptosis-related genes and immune infiltration in ischemic cardiomyopathy
title Identification and validation of ferroptosis-related genes and immune infiltration in ischemic cardiomyopathy
title_full Identification and validation of ferroptosis-related genes and immune infiltration in ischemic cardiomyopathy
title_fullStr Identification and validation of ferroptosis-related genes and immune infiltration in ischemic cardiomyopathy
title_full_unstemmed Identification and validation of ferroptosis-related genes and immune infiltration in ischemic cardiomyopathy
title_short Identification and validation of ferroptosis-related genes and immune infiltration in ischemic cardiomyopathy
title_sort identification and validation of ferroptosis-related genes and immune infiltration in ischemic cardiomyopathy
topic Cardiovascular Medicine
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9989975/
https://www.ncbi.nlm.nih.gov/pubmed/36895830
http://dx.doi.org/10.3389/fcvm.2023.1078290
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