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Identification of pyroptosis-related immune signature and drugs for ischemic stroke
Background: Ischemic stroke (IS) is a common and serious neurological disease, and multiple pathways of cell apoptosis are implicated in its pathogenesis. Recently, extensive studies have indicated that pyroptosis is involved in various diseases, especially cerebrovascular diseases. However, the exa...
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/PMC9552296/ https://www.ncbi.nlm.nih.gov/pubmed/36238162 http://dx.doi.org/10.3389/fgene.2022.909482 |
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author | Shi, Shanshan Zhang, Qi Qu, Changda Tang, Yushi Qu, Yewei Wen, Shirong Sun, Ruohan Pan, Yujun |
author_facet | Shi, Shanshan Zhang, Qi Qu, Changda Tang, Yushi Qu, Yewei Wen, Shirong Sun, Ruohan Pan, Yujun |
author_sort | Shi, Shanshan |
collection | PubMed |
description | Background: Ischemic stroke (IS) is a common and serious neurological disease, and multiple pathways of cell apoptosis are implicated in its pathogenesis. Recently, extensive studies have indicated that pyroptosis is involved in various diseases, especially cerebrovascular diseases. However, the exact mechanism of interaction between pyroptosis and IS is scarcely understood. Thus, we aimed to investigate the impact of pyroptosis on IS-mediated systemic inflammation. Methods: First, the RNA regulation patterns mediated by 33 pyroptosis-related genes identified in 20 IS samples and 20 matched-control samples were systematically evaluated. Second, a series of bioinformatics algorithms were used to investigate the contribution of PRGs to IS pathogenesis. We determined three composition classifiers of PRGs which potentially distinguished healthy samples from IS samples according to the risk score using single-variable logistic regression, LASSO-Cox regression, and multivariable logistic regression analyses. Third, 20 IS patients were classified by unsupervised consistent cluster analysis in relation to pyroptosis. The association between pyroptosis and systemic inflammation characteristics was explored, which was inclusive of immune reaction gene sets, infiltrating immunocytes and human leukocyte antigen genes. Results: We identified that AIM2, SCAF11, and TNF can regulate immuno-inflammatory responses after strokes via the production of inflammatory factors and activation of the immune cells. Meanwhile, we identified distinct expression patterns mediated by pyroptosis and revealed their immune characteristics, differentially expressed genes, signaling pathways, and target drugs. Conclusion: Our findings lay a foundation for further research on pyroptosis and IS systemic inflammation, to improve IS prognosis and its responses to immunotherapy. |
format | Online Article Text |
id | pubmed-9552296 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-95522962022-10-12 Identification of pyroptosis-related immune signature and drugs for ischemic stroke Shi, Shanshan Zhang, Qi Qu, Changda Tang, Yushi Qu, Yewei Wen, Shirong Sun, Ruohan Pan, Yujun Front Genet Genetics Background: Ischemic stroke (IS) is a common and serious neurological disease, and multiple pathways of cell apoptosis are implicated in its pathogenesis. Recently, extensive studies have indicated that pyroptosis is involved in various diseases, especially cerebrovascular diseases. However, the exact mechanism of interaction between pyroptosis and IS is scarcely understood. Thus, we aimed to investigate the impact of pyroptosis on IS-mediated systemic inflammation. Methods: First, the RNA regulation patterns mediated by 33 pyroptosis-related genes identified in 20 IS samples and 20 matched-control samples were systematically evaluated. Second, a series of bioinformatics algorithms were used to investigate the contribution of PRGs to IS pathogenesis. We determined three composition classifiers of PRGs which potentially distinguished healthy samples from IS samples according to the risk score using single-variable logistic regression, LASSO-Cox regression, and multivariable logistic regression analyses. Third, 20 IS patients were classified by unsupervised consistent cluster analysis in relation to pyroptosis. The association between pyroptosis and systemic inflammation characteristics was explored, which was inclusive of immune reaction gene sets, infiltrating immunocytes and human leukocyte antigen genes. Results: We identified that AIM2, SCAF11, and TNF can regulate immuno-inflammatory responses after strokes via the production of inflammatory factors and activation of the immune cells. Meanwhile, we identified distinct expression patterns mediated by pyroptosis and revealed their immune characteristics, differentially expressed genes, signaling pathways, and target drugs. Conclusion: Our findings lay a foundation for further research on pyroptosis and IS systemic inflammation, to improve IS prognosis and its responses to immunotherapy. Frontiers Media S.A. 2022-09-27 /pmc/articles/PMC9552296/ /pubmed/36238162 http://dx.doi.org/10.3389/fgene.2022.909482 Text en Copyright © 2022 Shi, Zhang, Qu, Tang, Qu, Wen, Sun and Pan. 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 | Genetics Shi, Shanshan Zhang, Qi Qu, Changda Tang, Yushi Qu, Yewei Wen, Shirong Sun, Ruohan Pan, Yujun Identification of pyroptosis-related immune signature and drugs for ischemic stroke |
title | Identification of pyroptosis-related immune signature and drugs for ischemic stroke |
title_full | Identification of pyroptosis-related immune signature and drugs for ischemic stroke |
title_fullStr | Identification of pyroptosis-related immune signature and drugs for ischemic stroke |
title_full_unstemmed | Identification of pyroptosis-related immune signature and drugs for ischemic stroke |
title_short | Identification of pyroptosis-related immune signature and drugs for ischemic stroke |
title_sort | identification of pyroptosis-related immune signature and drugs for ischemic stroke |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9552296/ https://www.ncbi.nlm.nih.gov/pubmed/36238162 http://dx.doi.org/10.3389/fgene.2022.909482 |
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