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Comprehensive analysis of cuproptosis-related genes in immune infiltration and diagnosis in ulcerative colitis
OBJECTIVES: Cuproptosis is a recently discovered form of programmed cell death; however, its role in ulcerative colitis (UC) remains a void. METHODS: Three gene expression profiles were acquired from the GEO database. Subsequently, the single sample gene set enrichment analysis (ssGSEA) was performe...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9644813/ https://www.ncbi.nlm.nih.gov/pubmed/36389705 http://dx.doi.org/10.3389/fimmu.2022.1008146 |
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author | Huang, Jinke Zhang, Jiaqi Wang, Fengyun Zhang, Beihua Tang, Xudong |
author_facet | Huang, Jinke Zhang, Jiaqi Wang, Fengyun Zhang, Beihua Tang, Xudong |
author_sort | Huang, Jinke |
collection | PubMed |
description | OBJECTIVES: Cuproptosis is a recently discovered form of programmed cell death; however, its role in ulcerative colitis (UC) remains a void. METHODS: Three gene expression profiles were acquired from the GEO database. Subsequently, the single sample gene set enrichment analysis (ssGSEA) was performed to identify the immune infiltration characteristics of UC. Correlation analysis between cuproptosis and immune infiltration was further conducted, and the cuproptosis-related genes were applied to construct a UC diagnostic model. Subsequently, analysis results of microarray data were experimentally validated by DSS-induced colitis in mice. Finally, therapeutic agents for the cuproptosis-related genes were screened owing to the gaping field of therapeutic agents on cuproptosis. RESULTS: Three gene expression profiles with 343 samples (290 UC and 53 healthy samples) were included. Immune infiltration revealed that UC patients had a higher level of DCs, B cells, CD8(+) T cells, iDCs, Macrophages, neutrophils, pDCs, T helper cells, Tfh, Th1 cells, Th2 cells, TIL and Treg than normal subjects. Moreover, almost all cuproptosis-related genes were significantly negatively associated with immune infiltration in UC patients. The risk prediction model based on cuproptosis-related genes showed an excellent discrimination for UC. Animal experiments revealed significant alterations in genes essential for cuproptosis between DSS-induced colitis mice and healthy controls, providing experimental validation for the analysis results of microarray data. Further analysis revealed that latamoxef, vitinoin, clomipramine, chlorzoxazone, glibenclamide, pyruvic acid, clindamycin, medrysone, caspan, and flavin adenine dinucleotide might be the target agents for cuproptosis-related genes. CONCLUSIONS: In conclusion, cuproptosis was significantly associated with immune infiltration in UC, and the cuproptosis-related genes showed an excellent discrimination for UC. |
format | Online Article Text |
id | pubmed-9644813 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-96448132022-11-15 Comprehensive analysis of cuproptosis-related genes in immune infiltration and diagnosis in ulcerative colitis Huang, Jinke Zhang, Jiaqi Wang, Fengyun Zhang, Beihua Tang, Xudong Front Immunol Immunology OBJECTIVES: Cuproptosis is a recently discovered form of programmed cell death; however, its role in ulcerative colitis (UC) remains a void. METHODS: Three gene expression profiles were acquired from the GEO database. Subsequently, the single sample gene set enrichment analysis (ssGSEA) was performed to identify the immune infiltration characteristics of UC. Correlation analysis between cuproptosis and immune infiltration was further conducted, and the cuproptosis-related genes were applied to construct a UC diagnostic model. Subsequently, analysis results of microarray data were experimentally validated by DSS-induced colitis in mice. Finally, therapeutic agents for the cuproptosis-related genes were screened owing to the gaping field of therapeutic agents on cuproptosis. RESULTS: Three gene expression profiles with 343 samples (290 UC and 53 healthy samples) were included. Immune infiltration revealed that UC patients had a higher level of DCs, B cells, CD8(+) T cells, iDCs, Macrophages, neutrophils, pDCs, T helper cells, Tfh, Th1 cells, Th2 cells, TIL and Treg than normal subjects. Moreover, almost all cuproptosis-related genes were significantly negatively associated with immune infiltration in UC patients. The risk prediction model based on cuproptosis-related genes showed an excellent discrimination for UC. Animal experiments revealed significant alterations in genes essential for cuproptosis between DSS-induced colitis mice and healthy controls, providing experimental validation for the analysis results of microarray data. Further analysis revealed that latamoxef, vitinoin, clomipramine, chlorzoxazone, glibenclamide, pyruvic acid, clindamycin, medrysone, caspan, and flavin adenine dinucleotide might be the target agents for cuproptosis-related genes. CONCLUSIONS: In conclusion, cuproptosis was significantly associated with immune infiltration in UC, and the cuproptosis-related genes showed an excellent discrimination for UC. Frontiers Media S.A. 2022-10-25 /pmc/articles/PMC9644813/ /pubmed/36389705 http://dx.doi.org/10.3389/fimmu.2022.1008146 Text en Copyright © 2022 Huang, Zhang, Wang, Zhang and Tang 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 Huang, Jinke Zhang, Jiaqi Wang, Fengyun Zhang, Beihua Tang, Xudong Comprehensive analysis of cuproptosis-related genes in immune infiltration and diagnosis in ulcerative colitis |
title | Comprehensive analysis of cuproptosis-related genes in immune infiltration and diagnosis in ulcerative colitis |
title_full | Comprehensive analysis of cuproptosis-related genes in immune infiltration and diagnosis in ulcerative colitis |
title_fullStr | Comprehensive analysis of cuproptosis-related genes in immune infiltration and diagnosis in ulcerative colitis |
title_full_unstemmed | Comprehensive analysis of cuproptosis-related genes in immune infiltration and diagnosis in ulcerative colitis |
title_short | Comprehensive analysis of cuproptosis-related genes in immune infiltration and diagnosis in ulcerative colitis |
title_sort | comprehensive analysis of cuproptosis-related genes in immune infiltration and diagnosis in ulcerative colitis |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9644813/ https://www.ncbi.nlm.nih.gov/pubmed/36389705 http://dx.doi.org/10.3389/fimmu.2022.1008146 |
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