Cargando…

SARS-CoV-2 induces “cytokine storm” hyperinflammatory responses in RA patients through pyroptosis

BACKGROUND: The coronavirus disease (COVID-19) is a pandemic disease that threatens worldwide public health, and rheumatoid arthritis (RA) is the most common autoimmune disease. COVID-19 and RA are each strong risk factors for the other, but their molecular mechanisms are unclear. This study aims to...

Descripción completa

Detalles Bibliográficos
Autores principales: Zheng, Qingcong, Lin, Rongjie, Chen, Yuchao, Lv, Qi, Zhang, Jin, Zhai, Jingbo, Xu, Weihong, Wang, Wanming
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9751040/
https://www.ncbi.nlm.nih.gov/pubmed/36532040
http://dx.doi.org/10.3389/fimmu.2022.1058884
_version_ 1784850386683691008
author Zheng, Qingcong
Lin, Rongjie
Chen, Yuchao
Lv, Qi
Zhang, Jin
Zhai, Jingbo
Xu, Weihong
Wang, Wanming
author_facet Zheng, Qingcong
Lin, Rongjie
Chen, Yuchao
Lv, Qi
Zhang, Jin
Zhai, Jingbo
Xu, Weihong
Wang, Wanming
author_sort Zheng, Qingcong
collection PubMed
description BACKGROUND: The coronavirus disease (COVID-19) is a pandemic disease that threatens worldwide public health, and rheumatoid arthritis (RA) is the most common autoimmune disease. COVID-19 and RA are each strong risk factors for the other, but their molecular mechanisms are unclear. This study aims to investigate the biomarkers between COVID-19 and RA from the mechanism of pyroptosis and find effective disease-targeting drugs. METHODS: We obtained the common gene shared by COVID-19, RA (GSE55235), and pyroptosis using bioinformatics analysis and then did the principal component analysis(PCA). The Co-genes were evaluated by Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and ClueGO for functional enrichment, the protein-protein interaction (PPI) network was built by STRING, and the k-means machine learning algorithm was employed for cluster analysis. Modular analysis utilizing Cytoscape to identify hub genes, functional enrichment analysis with Metascape and GeneMANIA, and NetworkAnalyst for gene-drug prediction. Network pharmacology analysis was performed to identify target drug-related genes intersecting with COVID-19, RA, and pyroptosis to acquire Co-hub genes and construct transcription factor (TF)-hub genes and miRNA-hub genes networks by NetworkAnalyst. The Co-hub genes were validated using GSE55457 and GSE93272 to acquire the Key gene, and their efficacy was assessed using receiver operating curves (ROC); SPEED2 was then used to determine the upstream pathway. Immune cell infiltration was analyzed using CIBERSORT and validated by the HPA database. Molecular docking, molecular dynamics simulation, and molecular mechanics-generalized born surface area (MM-GBSA) were used to explore and validate drug-gene relationships through computer-aided drug design. RESULTS: COVID-19, RA, and pyroptosis-related genes were enriched in pyroptosis and pro-inflammatory pathways(the NOD-like receptor family pyrin domain containing 3 (NLRP3) inflammasome complex, death-inducing signaling complex, regulation of interleukin production), natural immune pathways (Network map of SARS-CoV-2 signaling pathway, activation of NLRP3 inflammasome by SARS-CoV-2) and COVID-19-and RA-related cytokine storm pathways (IL, nuclear factor-kappa B (NF-κB), TNF signaling pathway and regulation of cytokine-mediated signaling). Of these, CASP1 is the most involved pathway and is closely related to minocycline. YY1, hsa-mir-429, and hsa-mir-34a-5p play an important role in the expression of CASP1. Monocytes are high-caspase-1-expressing sentinel cells. Minocycline can generate a highly stable state for biochemical activity by docking closely with the active region of caspase-1. CONCLUSIONS: Caspase-1 is a common biomarker for COVID-19, RA, and pyroptosis, and it may be an important mediator of the excessive inflammatory response induced by SARS-CoV-2 in RA patients through pyroptosis. Minocycline may counteract cytokine storm inflammation in patients with COVID-19 combined with RA by inhibiting caspase-1 expression.
format Online
Article
Text
id pubmed-9751040
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-97510402022-12-16 SARS-CoV-2 induces “cytokine storm” hyperinflammatory responses in RA patients through pyroptosis Zheng, Qingcong Lin, Rongjie Chen, Yuchao Lv, Qi Zhang, Jin Zhai, Jingbo Xu, Weihong Wang, Wanming Front Immunol Immunology BACKGROUND: The coronavirus disease (COVID-19) is a pandemic disease that threatens worldwide public health, and rheumatoid arthritis (RA) is the most common autoimmune disease. COVID-19 and RA are each strong risk factors for the other, but their molecular mechanisms are unclear. This study aims to investigate the biomarkers between COVID-19 and RA from the mechanism of pyroptosis and find effective disease-targeting drugs. METHODS: We obtained the common gene shared by COVID-19, RA (GSE55235), and pyroptosis using bioinformatics analysis and then did the principal component analysis(PCA). The Co-genes were evaluated by Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), and ClueGO for functional enrichment, the protein-protein interaction (PPI) network was built by STRING, and the k-means machine learning algorithm was employed for cluster analysis. Modular analysis utilizing Cytoscape to identify hub genes, functional enrichment analysis with Metascape and GeneMANIA, and NetworkAnalyst for gene-drug prediction. Network pharmacology analysis was performed to identify target drug-related genes intersecting with COVID-19, RA, and pyroptosis to acquire Co-hub genes and construct transcription factor (TF)-hub genes and miRNA-hub genes networks by NetworkAnalyst. The Co-hub genes were validated using GSE55457 and GSE93272 to acquire the Key gene, and their efficacy was assessed using receiver operating curves (ROC); SPEED2 was then used to determine the upstream pathway. Immune cell infiltration was analyzed using CIBERSORT and validated by the HPA database. Molecular docking, molecular dynamics simulation, and molecular mechanics-generalized born surface area (MM-GBSA) were used to explore and validate drug-gene relationships through computer-aided drug design. RESULTS: COVID-19, RA, and pyroptosis-related genes were enriched in pyroptosis and pro-inflammatory pathways(the NOD-like receptor family pyrin domain containing 3 (NLRP3) inflammasome complex, death-inducing signaling complex, regulation of interleukin production), natural immune pathways (Network map of SARS-CoV-2 signaling pathway, activation of NLRP3 inflammasome by SARS-CoV-2) and COVID-19-and RA-related cytokine storm pathways (IL, nuclear factor-kappa B (NF-κB), TNF signaling pathway and regulation of cytokine-mediated signaling). Of these, CASP1 is the most involved pathway and is closely related to minocycline. YY1, hsa-mir-429, and hsa-mir-34a-5p play an important role in the expression of CASP1. Monocytes are high-caspase-1-expressing sentinel cells. Minocycline can generate a highly stable state for biochemical activity by docking closely with the active region of caspase-1. CONCLUSIONS: Caspase-1 is a common biomarker for COVID-19, RA, and pyroptosis, and it may be an important mediator of the excessive inflammatory response induced by SARS-CoV-2 in RA patients through pyroptosis. Minocycline may counteract cytokine storm inflammation in patients with COVID-19 combined with RA by inhibiting caspase-1 expression. Frontiers Media S.A. 2022-12-01 /pmc/articles/PMC9751040/ /pubmed/36532040 http://dx.doi.org/10.3389/fimmu.2022.1058884 Text en Copyright © 2022 Zheng, Lin, Chen, Lv, Zhang, Zhai, Xu and Wang 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
Zheng, Qingcong
Lin, Rongjie
Chen, Yuchao
Lv, Qi
Zhang, Jin
Zhai, Jingbo
Xu, Weihong
Wang, Wanming
SARS-CoV-2 induces “cytokine storm” hyperinflammatory responses in RA patients through pyroptosis
title SARS-CoV-2 induces “cytokine storm” hyperinflammatory responses in RA patients through pyroptosis
title_full SARS-CoV-2 induces “cytokine storm” hyperinflammatory responses in RA patients through pyroptosis
title_fullStr SARS-CoV-2 induces “cytokine storm” hyperinflammatory responses in RA patients through pyroptosis
title_full_unstemmed SARS-CoV-2 induces “cytokine storm” hyperinflammatory responses in RA patients through pyroptosis
title_short SARS-CoV-2 induces “cytokine storm” hyperinflammatory responses in RA patients through pyroptosis
title_sort sars-cov-2 induces “cytokine storm” hyperinflammatory responses in ra patients through pyroptosis
topic Immunology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9751040/
https://www.ncbi.nlm.nih.gov/pubmed/36532040
http://dx.doi.org/10.3389/fimmu.2022.1058884
work_keys_str_mv AT zhengqingcong sarscov2inducescytokinestormhyperinflammatoryresponsesinrapatientsthroughpyroptosis
AT linrongjie sarscov2inducescytokinestormhyperinflammatoryresponsesinrapatientsthroughpyroptosis
AT chenyuchao sarscov2inducescytokinestormhyperinflammatoryresponsesinrapatientsthroughpyroptosis
AT lvqi sarscov2inducescytokinestormhyperinflammatoryresponsesinrapatientsthroughpyroptosis
AT zhangjin sarscov2inducescytokinestormhyperinflammatoryresponsesinrapatientsthroughpyroptosis
AT zhaijingbo sarscov2inducescytokinestormhyperinflammatoryresponsesinrapatientsthroughpyroptosis
AT xuweihong sarscov2inducescytokinestormhyperinflammatoryresponsesinrapatientsthroughpyroptosis
AT wangwanming sarscov2inducescytokinestormhyperinflammatoryresponsesinrapatientsthroughpyroptosis