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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...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2023
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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. |
format | Online Article Text |
id | pubmed-10040389 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
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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