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A broad cuproptosis landscape in inflammatory bowel disease

BACKGROUND: Cuproptosis, a genetic process of copper-dependent cell death linked to mitochondria respiration, demonstrates its correlation with inhibiting tumoral angiogenesis and motility. Recent studies have developed systematic bioinformatics frameworks to identify the association of cuproptosis...

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Autores principales: Chen, Yuan, Li, Xinfang, Sun, Ran, Ji, Jiamin, Yang, Fan, Tian, Weiliang, Ji, Wu, Huang, Qian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9669451/
https://www.ncbi.nlm.nih.gov/pubmed/36405733
http://dx.doi.org/10.3389/fimmu.2022.1031539
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author Chen, Yuan
Li, Xinfang
Sun, Ran
Ji, Jiamin
Yang, Fan
Tian, Weiliang
Ji, Wu
Huang, Qian
author_facet Chen, Yuan
Li, Xinfang
Sun, Ran
Ji, Jiamin
Yang, Fan
Tian, Weiliang
Ji, Wu
Huang, Qian
author_sort Chen, Yuan
collection PubMed
description BACKGROUND: Cuproptosis, a genetic process of copper-dependent cell death linked to mitochondria respiration, demonstrates its correlation with inhibiting tumoral angiogenesis and motility. Recent studies have developed systematic bioinformatics frameworks to identify the association of cuproptosis with tumors but any non-neoplastic diseases. Therefore, against the background of an increased incidence of inflammatory bowel disease (IBD), the landscape of cuproptosis regulation in IBD is a critical need to be investigated. METHODS: The differentially expressed cuproptosis-related genes (DECRGs) were identified with human sequencing profiles for four inflammatory digestive disorders. Another four independent IBD datasets from GEO were used as a validation cohort. And experimental mice model provides another validation method. Using single sample gene set enrichment analysis (ssGSEA), receiver operating characteristic (ROC) curve, CIBERSORT, and consensus clustering algorithms, we explored the association between immune score and cuproptosis-related genes, as well as the diagnostic value of these genes. Molecular docking screened potential interaction of IBD drugs with the structural regulator by Autodock Vina. RESULTS: Cuproptosis-related regulators exhibited extensive differential expression in Crohn’s Disease (CD), Ulcerative Colitis (UC), Celiac Disease (CEL), and IBD-induced cancer (IBD-CA) that share common differential genes (PDHA1, DBT, DLAT, LIAS). The differential expression of DECRGs was reverified in the validated cohort and immunohistochemistry assay. Moreover, the cell signaling pathways and ontology mainly focused on the mitochondrial respiratory function, which was highly enriched in Gene set enrichment analysis (GSEA). According to ssGSEA and ROC, when considering the four regulators, which showed robust association with immune infiltration in IBD, the area under the ROC (AUC) was 0.743. In addition, two clusters of consensus clustering based on the four regulators exhibit different immune phenotypes. According to molecular docking results, methotrexate gained the highest binding affinity to the main chain of key cuproptosis-related regulators compared with the remaining ten drugs. CONCLUSION: Cuproptosis-related regulators were widely linked to risk variants, immune cells, immune function, and drug efficacy in IBD. Regulation of cuproptosis may deeply influence the occurrence and development of patients with IBD.
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spelling pubmed-96694512022-11-18 A broad cuproptosis landscape in inflammatory bowel disease Chen, Yuan Li, Xinfang Sun, Ran Ji, Jiamin Yang, Fan Tian, Weiliang Ji, Wu Huang, Qian Front Immunol Immunology BACKGROUND: Cuproptosis, a genetic process of copper-dependent cell death linked to mitochondria respiration, demonstrates its correlation with inhibiting tumoral angiogenesis and motility. Recent studies have developed systematic bioinformatics frameworks to identify the association of cuproptosis with tumors but any non-neoplastic diseases. Therefore, against the background of an increased incidence of inflammatory bowel disease (IBD), the landscape of cuproptosis regulation in IBD is a critical need to be investigated. METHODS: The differentially expressed cuproptosis-related genes (DECRGs) were identified with human sequencing profiles for four inflammatory digestive disorders. Another four independent IBD datasets from GEO were used as a validation cohort. And experimental mice model provides another validation method. Using single sample gene set enrichment analysis (ssGSEA), receiver operating characteristic (ROC) curve, CIBERSORT, and consensus clustering algorithms, we explored the association between immune score and cuproptosis-related genes, as well as the diagnostic value of these genes. Molecular docking screened potential interaction of IBD drugs with the structural regulator by Autodock Vina. RESULTS: Cuproptosis-related regulators exhibited extensive differential expression in Crohn’s Disease (CD), Ulcerative Colitis (UC), Celiac Disease (CEL), and IBD-induced cancer (IBD-CA) that share common differential genes (PDHA1, DBT, DLAT, LIAS). The differential expression of DECRGs was reverified in the validated cohort and immunohistochemistry assay. Moreover, the cell signaling pathways and ontology mainly focused on the mitochondrial respiratory function, which was highly enriched in Gene set enrichment analysis (GSEA). According to ssGSEA and ROC, when considering the four regulators, which showed robust association with immune infiltration in IBD, the area under the ROC (AUC) was 0.743. In addition, two clusters of consensus clustering based on the four regulators exhibit different immune phenotypes. According to molecular docking results, methotrexate gained the highest binding affinity to the main chain of key cuproptosis-related regulators compared with the remaining ten drugs. CONCLUSION: Cuproptosis-related regulators were widely linked to risk variants, immune cells, immune function, and drug efficacy in IBD. Regulation of cuproptosis may deeply influence the occurrence and development of patients with IBD. Frontiers Media S.A. 2022-11-03 /pmc/articles/PMC9669451/ /pubmed/36405733 http://dx.doi.org/10.3389/fimmu.2022.1031539 Text en Copyright © 2022 Chen, Li, Sun, Ji, Yang, Tian, Ji and Huang 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 Immunology
Chen, Yuan
Li, Xinfang
Sun, Ran
Ji, Jiamin
Yang, Fan
Tian, Weiliang
Ji, Wu
Huang, Qian
A broad cuproptosis landscape in inflammatory bowel disease
title A broad cuproptosis landscape in inflammatory bowel disease
title_full A broad cuproptosis landscape in inflammatory bowel disease
title_fullStr A broad cuproptosis landscape in inflammatory bowel disease
title_full_unstemmed A broad cuproptosis landscape in inflammatory bowel disease
title_short A broad cuproptosis landscape in inflammatory bowel disease
title_sort broad cuproptosis landscape in inflammatory bowel disease
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9669451/
https://www.ncbi.nlm.nih.gov/pubmed/36405733
http://dx.doi.org/10.3389/fimmu.2022.1031539
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