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Deconstruction of rheumatoid arthritis synovium defines inflammatory subtypes

Rheumatoid arthritis is a prototypical autoimmune disease that causes joint inflammation and destruction(1). There is currently no cure for rheumatoid arthritis, and the effectiveness of treatments varies across patients, suggesting an undefined pathogenic diversity(1,2). Here, to deconstruct the ce...

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Autores principales: Zhang, Fan, Jonsson, Anna Helena, Nathan, Aparna, Millard, Nghia, Curtis, Michelle, Xiao, Qian, Gutierrez-Arcelus, Maria, Apruzzese, William, Watts, Gerald F. M., Weisenfeld, Dana, Nayar, Saba, Rangel-Moreno, Javier, Meednu, Nida, Marks, Kathryne E., Mantel, Ian, Kang, Joyce B., Rumker, Laurie, Mears, Joseph, Slowikowski, Kamil, Weinand, Kathryn, Orange, Dana E., Geraldino-Pardilla, Laura, Deane, Kevin D., Tabechian, Darren, Ceponis, Arnoldas, Firestein, Gary S., Maybury, Mark, Sahbudin, Ilfita, Ben-Artzi, Ami, Mandelin, Arthur M., Nerviani, Alessandra, Lewis, Myles J., Rivellese, Felice, Pitzalis, Costantino, Hughes, Laura B., Horowitz, Diane, DiCarlo, Edward, Gravallese, Ellen M., Boyce, Brendan F., Moreland, Larry W., Goodman, Susan M., Perlman, Harris, Holers, V. Michael, Liao, Katherine P., Filer, Andrew, Bykerk, Vivian P., Wei, Kevin, Rao, Deepak A., Donlin, Laura T., Anolik, Jennifer H., Brenner, Michael B., Raychaudhuri, Soumya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10651487/
https://www.ncbi.nlm.nih.gov/pubmed/37938773
http://dx.doi.org/10.1038/s41586-023-06708-y
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author Zhang, Fan
Jonsson, Anna Helena
Nathan, Aparna
Millard, Nghia
Curtis, Michelle
Xiao, Qian
Gutierrez-Arcelus, Maria
Apruzzese, William
Watts, Gerald F. M.
Weisenfeld, Dana
Nayar, Saba
Rangel-Moreno, Javier
Meednu, Nida
Marks, Kathryne E.
Mantel, Ian
Kang, Joyce B.
Rumker, Laurie
Mears, Joseph
Slowikowski, Kamil
Weinand, Kathryn
Orange, Dana E.
Geraldino-Pardilla, Laura
Deane, Kevin D.
Tabechian, Darren
Ceponis, Arnoldas
Firestein, Gary S.
Maybury, Mark
Sahbudin, Ilfita
Ben-Artzi, Ami
Mandelin, Arthur M.
Nerviani, Alessandra
Lewis, Myles J.
Rivellese, Felice
Pitzalis, Costantino
Hughes, Laura B.
Horowitz, Diane
DiCarlo, Edward
Gravallese, Ellen M.
Boyce, Brendan F.
Moreland, Larry W.
Goodman, Susan M.
Perlman, Harris
Holers, V. Michael
Liao, Katherine P.
Filer, Andrew
Bykerk, Vivian P.
Wei, Kevin
Rao, Deepak A.
Donlin, Laura T.
Anolik, Jennifer H.
Brenner, Michael B.
Raychaudhuri, Soumya
author_facet Zhang, Fan
Jonsson, Anna Helena
Nathan, Aparna
Millard, Nghia
Curtis, Michelle
Xiao, Qian
Gutierrez-Arcelus, Maria
Apruzzese, William
Watts, Gerald F. M.
Weisenfeld, Dana
Nayar, Saba
Rangel-Moreno, Javier
Meednu, Nida
Marks, Kathryne E.
Mantel, Ian
Kang, Joyce B.
Rumker, Laurie
Mears, Joseph
Slowikowski, Kamil
Weinand, Kathryn
Orange, Dana E.
Geraldino-Pardilla, Laura
Deane, Kevin D.
Tabechian, Darren
Ceponis, Arnoldas
Firestein, Gary S.
Maybury, Mark
Sahbudin, Ilfita
Ben-Artzi, Ami
Mandelin, Arthur M.
Nerviani, Alessandra
Lewis, Myles J.
Rivellese, Felice
Pitzalis, Costantino
Hughes, Laura B.
Horowitz, Diane
DiCarlo, Edward
Gravallese, Ellen M.
Boyce, Brendan F.
Moreland, Larry W.
Goodman, Susan M.
Perlman, Harris
Holers, V. Michael
Liao, Katherine P.
Filer, Andrew
Bykerk, Vivian P.
Wei, Kevin
Rao, Deepak A.
Donlin, Laura T.
Anolik, Jennifer H.
Brenner, Michael B.
Raychaudhuri, Soumya
author_sort Zhang, Fan
collection PubMed
description Rheumatoid arthritis is a prototypical autoimmune disease that causes joint inflammation and destruction(1). There is currently no cure for rheumatoid arthritis, and the effectiveness of treatments varies across patients, suggesting an undefined pathogenic diversity(1,2). Here, to deconstruct the cell states and pathways that characterize this pathogenic heterogeneity, we profiled the full spectrum of cells in inflamed synovium from patients with rheumatoid arthritis. We used multi-modal single-cell RNA-sequencing and surface protein data coupled with histology of synovial tissue from 79 donors to build single-cell atlas of rheumatoid arthritis synovial tissue that includes more than 314,000 cells. We stratified tissues into six groups, referred to as cell-type abundance phenotypes (CTAPs), each characterized by selectively enriched cell states. These CTAPs demonstrate the diversity of synovial inflammation in rheumatoid arthritis, ranging from samples enriched for T and B cells to those largely lacking lymphocytes. Disease-relevant cell states, cytokines, risk genes, histology and serology metrics are associated with particular CTAPs. CTAPs are dynamic and can predict treatment response, highlighting the clinical utility of classifying rheumatoid arthritis synovial phenotypes. This comprehensive atlas and molecular, tissue-based stratification of rheumatoid arthritis synovial tissue reveal new insights into rheumatoid arthritis pathology and heterogeneity that could inform novel targeted treatments.
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spelling pubmed-106514872023-11-08 Deconstruction of rheumatoid arthritis synovium defines inflammatory subtypes Zhang, Fan Jonsson, Anna Helena Nathan, Aparna Millard, Nghia Curtis, Michelle Xiao, Qian Gutierrez-Arcelus, Maria Apruzzese, William Watts, Gerald F. M. Weisenfeld, Dana Nayar, Saba Rangel-Moreno, Javier Meednu, Nida Marks, Kathryne E. Mantel, Ian Kang, Joyce B. Rumker, Laurie Mears, Joseph Slowikowski, Kamil Weinand, Kathryn Orange, Dana E. Geraldino-Pardilla, Laura Deane, Kevin D. Tabechian, Darren Ceponis, Arnoldas Firestein, Gary S. Maybury, Mark Sahbudin, Ilfita Ben-Artzi, Ami Mandelin, Arthur M. Nerviani, Alessandra Lewis, Myles J. Rivellese, Felice Pitzalis, Costantino Hughes, Laura B. Horowitz, Diane DiCarlo, Edward Gravallese, Ellen M. Boyce, Brendan F. Moreland, Larry W. Goodman, Susan M. Perlman, Harris Holers, V. Michael Liao, Katherine P. Filer, Andrew Bykerk, Vivian P. Wei, Kevin Rao, Deepak A. Donlin, Laura T. Anolik, Jennifer H. Brenner, Michael B. Raychaudhuri, Soumya Nature Article Rheumatoid arthritis is a prototypical autoimmune disease that causes joint inflammation and destruction(1). There is currently no cure for rheumatoid arthritis, and the effectiveness of treatments varies across patients, suggesting an undefined pathogenic diversity(1,2). Here, to deconstruct the cell states and pathways that characterize this pathogenic heterogeneity, we profiled the full spectrum of cells in inflamed synovium from patients with rheumatoid arthritis. We used multi-modal single-cell RNA-sequencing and surface protein data coupled with histology of synovial tissue from 79 donors to build single-cell atlas of rheumatoid arthritis synovial tissue that includes more than 314,000 cells. We stratified tissues into six groups, referred to as cell-type abundance phenotypes (CTAPs), each characterized by selectively enriched cell states. These CTAPs demonstrate the diversity of synovial inflammation in rheumatoid arthritis, ranging from samples enriched for T and B cells to those largely lacking lymphocytes. Disease-relevant cell states, cytokines, risk genes, histology and serology metrics are associated with particular CTAPs. CTAPs are dynamic and can predict treatment response, highlighting the clinical utility of classifying rheumatoid arthritis synovial phenotypes. This comprehensive atlas and molecular, tissue-based stratification of rheumatoid arthritis synovial tissue reveal new insights into rheumatoid arthritis pathology and heterogeneity that could inform novel targeted treatments. Nature Publishing Group UK 2023-11-08 2023 /pmc/articles/PMC10651487/ /pubmed/37938773 http://dx.doi.org/10.1038/s41586-023-06708-y Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Zhang, Fan
Jonsson, Anna Helena
Nathan, Aparna
Millard, Nghia
Curtis, Michelle
Xiao, Qian
Gutierrez-Arcelus, Maria
Apruzzese, William
Watts, Gerald F. M.
Weisenfeld, Dana
Nayar, Saba
Rangel-Moreno, Javier
Meednu, Nida
Marks, Kathryne E.
Mantel, Ian
Kang, Joyce B.
Rumker, Laurie
Mears, Joseph
Slowikowski, Kamil
Weinand, Kathryn
Orange, Dana E.
Geraldino-Pardilla, Laura
Deane, Kevin D.
Tabechian, Darren
Ceponis, Arnoldas
Firestein, Gary S.
Maybury, Mark
Sahbudin, Ilfita
Ben-Artzi, Ami
Mandelin, Arthur M.
Nerviani, Alessandra
Lewis, Myles J.
Rivellese, Felice
Pitzalis, Costantino
Hughes, Laura B.
Horowitz, Diane
DiCarlo, Edward
Gravallese, Ellen M.
Boyce, Brendan F.
Moreland, Larry W.
Goodman, Susan M.
Perlman, Harris
Holers, V. Michael
Liao, Katherine P.
Filer, Andrew
Bykerk, Vivian P.
Wei, Kevin
Rao, Deepak A.
Donlin, Laura T.
Anolik, Jennifer H.
Brenner, Michael B.
Raychaudhuri, Soumya
Deconstruction of rheumatoid arthritis synovium defines inflammatory subtypes
title Deconstruction of rheumatoid arthritis synovium defines inflammatory subtypes
title_full Deconstruction of rheumatoid arthritis synovium defines inflammatory subtypes
title_fullStr Deconstruction of rheumatoid arthritis synovium defines inflammatory subtypes
title_full_unstemmed Deconstruction of rheumatoid arthritis synovium defines inflammatory subtypes
title_short Deconstruction of rheumatoid arthritis synovium defines inflammatory subtypes
title_sort deconstruction of rheumatoid arthritis synovium defines inflammatory subtypes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10651487/
https://www.ncbi.nlm.nih.gov/pubmed/37938773
http://dx.doi.org/10.1038/s41586-023-06708-y
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