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Multi-organ single-cell analysis reveals an on/off switch system with potential for personalized treatment of immunological diseases

Prioritization of disease mechanisms, biomarkers, and drug targets in immune-mediated inflammatory diseases (IMIDs) is complicated by altered interactions between thousands of genes. Our multi-organ single-cell RNA sequencing of a mouse IMID model, namely collagen-induced arthritis, shows highly com...

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Autores principales: Lilja, Sandra, Li, Xinxiu, Smelik, Martin, Lee, Eun Jung, Loscalzo, Joseph, Marthanda, Pratheek Bellur, Hu, Lang, Magnusson, Mattias, Sysoev, Oleg, Zhang, Huan, Zhao, Yelin, Sjöwall, Christopher, Gawel, Danuta, Wang, Hui, Benson, Mikael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10040389/
https://www.ncbi.nlm.nih.gov/pubmed/36858042
http://dx.doi.org/10.1016/j.xcrm.2023.100956
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author Lilja, Sandra
Li, Xinxiu
Smelik, Martin
Lee, Eun Jung
Loscalzo, Joseph
Marthanda, Pratheek Bellur
Hu, Lang
Magnusson, Mattias
Sysoev, Oleg
Zhang, Huan
Zhao, Yelin
Sjöwall, Christopher
Gawel, Danuta
Wang, Hui
Benson, Mikael
author_facet Lilja, Sandra
Li, Xinxiu
Smelik, Martin
Lee, Eun Jung
Loscalzo, Joseph
Marthanda, Pratheek Bellur
Hu, Lang
Magnusson, Mattias
Sysoev, Oleg
Zhang, Huan
Zhao, Yelin
Sjöwall, Christopher
Gawel, Danuta
Wang, Hui
Benson, Mikael
author_sort Lilja, Sandra
collection PubMed
description Prioritization of disease mechanisms, biomarkers, and drug targets in immune-mediated inflammatory diseases (IMIDs) is complicated by altered interactions between thousands of genes. Our multi-organ single-cell RNA sequencing of a mouse IMID model, namely collagen-induced arthritis, shows highly complex and heterogeneous expression changes in all analyzed organs, even though only joints showed signs of inflammation. We organized those into a multi-organ multicellular disease model, which shows predicted molecular interactions within and between organs. That model supports that inflammation is switched on or off by altered balance between pro- and anti-inflammatory upstream regulators (URs) and downstream pathways. Meta-analyses of human IMIDs show a similar, but graded, on/off switch system. This system has the potential to prioritize, diagnose, and treat optimal combinations of URs on the levels of IMIDs, subgroups, and individual patients. That potential is supported by UR analyses in more than 600 sera from patients with systemic lupus erythematosus.
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spelling pubmed-100403892023-03-28 Multi-organ single-cell analysis reveals an on/off switch system with potential for personalized treatment of immunological diseases Lilja, Sandra Li, Xinxiu Smelik, Martin Lee, Eun Jung Loscalzo, Joseph Marthanda, Pratheek Bellur Hu, Lang Magnusson, Mattias Sysoev, Oleg Zhang, Huan Zhao, Yelin Sjöwall, Christopher Gawel, Danuta Wang, Hui Benson, Mikael Cell Rep Med Article Prioritization of disease mechanisms, biomarkers, and drug targets in immune-mediated inflammatory diseases (IMIDs) is complicated by altered interactions between thousands of genes. Our multi-organ single-cell RNA sequencing of a mouse IMID model, namely collagen-induced arthritis, shows highly complex and heterogeneous expression changes in all analyzed organs, even though only joints showed signs of inflammation. We organized those into a multi-organ multicellular disease model, which shows predicted molecular interactions within and between organs. That model supports that inflammation is switched on or off by altered balance between pro- and anti-inflammatory upstream regulators (URs) and downstream pathways. Meta-analyses of human IMIDs show a similar, but graded, on/off switch system. This system has the potential to prioritize, diagnose, and treat optimal combinations of URs on the levels of IMIDs, subgroups, and individual patients. That potential is supported by UR analyses in more than 600 sera from patients with systemic lupus erythematosus. Elsevier 2023-02-28 /pmc/articles/PMC10040389/ /pubmed/36858042 http://dx.doi.org/10.1016/j.xcrm.2023.100956 Text en © 2023 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Lilja, Sandra
Li, Xinxiu
Smelik, Martin
Lee, Eun Jung
Loscalzo, Joseph
Marthanda, Pratheek Bellur
Hu, Lang
Magnusson, Mattias
Sysoev, Oleg
Zhang, Huan
Zhao, Yelin
Sjöwall, Christopher
Gawel, Danuta
Wang, Hui
Benson, Mikael
Multi-organ single-cell analysis reveals an on/off switch system with potential for personalized treatment of immunological diseases
title Multi-organ single-cell analysis reveals an on/off switch system with potential for personalized treatment of immunological diseases
title_full Multi-organ single-cell analysis reveals an on/off switch system with potential for personalized treatment of immunological diseases
title_fullStr Multi-organ single-cell analysis reveals an on/off switch system with potential for personalized treatment of immunological diseases
title_full_unstemmed Multi-organ single-cell analysis reveals an on/off switch system with potential for personalized treatment of immunological diseases
title_short Multi-organ single-cell analysis reveals an on/off switch system with potential for personalized treatment of immunological diseases
title_sort multi-organ single-cell analysis reveals an on/off switch system with potential for personalized treatment of immunological diseases
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10040389/
https://www.ncbi.nlm.nih.gov/pubmed/36858042
http://dx.doi.org/10.1016/j.xcrm.2023.100956
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