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A new molecular classification to drive precision treatment strategies in primary Sjögren’s syndrome
There is currently no approved treatment for primary Sjögren’s syndrome, a disease that primarily affects adult women. The difficulty in developing effective therapies is -in part- because of the heterogeneity in the clinical manifestation and pathophysiology of the disease. Finding common molecular...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8192578/ https://www.ncbi.nlm.nih.gov/pubmed/34112769 http://dx.doi.org/10.1038/s41467-021-23472-7 |
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author | Soret, Perrine Le Dantec, Christelle Desvaux, Emiko Foulquier, Nathan Chassagnol, Bastien Hubert, Sandra Jamin, Christophe Barturen, Guillermo Desachy, Guillaume Devauchelle-Pensec, Valérie Boudjeniba, Cheïma Cornec, Divi Saraux, Alain Jousse-Joulin, Sandrine Barbarroja, Nuria Rodríguez-Pintó, Ignasi De Langhe, Ellen Beretta, Lorenzo Chizzolini, Carlo Kovács, László Witte, Torsten Bettacchioli, Eléonore Buttgereit, Anne Makowska, Zuzanna Lesche, Ralf Borghi, Maria Orietta Martin, Javier Courtade-Gaiani, Sophie Xuereb, Laura Guedj, Mickaël Moingeon, Philippe Alarcón-Riquelme, Marta E. Laigle, Laurence Pers, Jacques-Olivier |
author_facet | Soret, Perrine Le Dantec, Christelle Desvaux, Emiko Foulquier, Nathan Chassagnol, Bastien Hubert, Sandra Jamin, Christophe Barturen, Guillermo Desachy, Guillaume Devauchelle-Pensec, Valérie Boudjeniba, Cheïma Cornec, Divi Saraux, Alain Jousse-Joulin, Sandrine Barbarroja, Nuria Rodríguez-Pintó, Ignasi De Langhe, Ellen Beretta, Lorenzo Chizzolini, Carlo Kovács, László Witte, Torsten Bettacchioli, Eléonore Buttgereit, Anne Makowska, Zuzanna Lesche, Ralf Borghi, Maria Orietta Martin, Javier Courtade-Gaiani, Sophie Xuereb, Laura Guedj, Mickaël Moingeon, Philippe Alarcón-Riquelme, Marta E. Laigle, Laurence Pers, Jacques-Olivier |
author_sort | Soret, Perrine |
collection | PubMed |
description | There is currently no approved treatment for primary Sjögren’s syndrome, a disease that primarily affects adult women. The difficulty in developing effective therapies is -in part- because of the heterogeneity in the clinical manifestation and pathophysiology of the disease. Finding common molecular signatures among patient subgroups could improve our understanding of disease etiology, and facilitate the development of targeted therapeutics. Here, we report, in a cross-sectional cohort, a molecular classification scheme for Sjögren’s syndrome patients based on the multi-omic profiling of whole blood samples from a European cohort of over 300 patients, and a similar number of age and gender-matched healthy volunteers. Using transcriptomic, genomic, epigenetic, cytokine expression and flow cytometry data, combined with clinical parameters, we identify four groups of patients with distinct patterns of immune dysregulation. The biomarkers we identify can be used by machine learning classifiers to sort future patients into subgroups, allowing the re-evaluation of response to treatments in clinical trials. |
format | Online Article Text |
id | pubmed-8192578 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-81925782021-06-17 A new molecular classification to drive precision treatment strategies in primary Sjögren’s syndrome Soret, Perrine Le Dantec, Christelle Desvaux, Emiko Foulquier, Nathan Chassagnol, Bastien Hubert, Sandra Jamin, Christophe Barturen, Guillermo Desachy, Guillaume Devauchelle-Pensec, Valérie Boudjeniba, Cheïma Cornec, Divi Saraux, Alain Jousse-Joulin, Sandrine Barbarroja, Nuria Rodríguez-Pintó, Ignasi De Langhe, Ellen Beretta, Lorenzo Chizzolini, Carlo Kovács, László Witte, Torsten Bettacchioli, Eléonore Buttgereit, Anne Makowska, Zuzanna Lesche, Ralf Borghi, Maria Orietta Martin, Javier Courtade-Gaiani, Sophie Xuereb, Laura Guedj, Mickaël Moingeon, Philippe Alarcón-Riquelme, Marta E. Laigle, Laurence Pers, Jacques-Olivier Nat Commun Article There is currently no approved treatment for primary Sjögren’s syndrome, a disease that primarily affects adult women. The difficulty in developing effective therapies is -in part- because of the heterogeneity in the clinical manifestation and pathophysiology of the disease. Finding common molecular signatures among patient subgroups could improve our understanding of disease etiology, and facilitate the development of targeted therapeutics. Here, we report, in a cross-sectional cohort, a molecular classification scheme for Sjögren’s syndrome patients based on the multi-omic profiling of whole blood samples from a European cohort of over 300 patients, and a similar number of age and gender-matched healthy volunteers. Using transcriptomic, genomic, epigenetic, cytokine expression and flow cytometry data, combined with clinical parameters, we identify four groups of patients with distinct patterns of immune dysregulation. The biomarkers we identify can be used by machine learning classifiers to sort future patients into subgroups, allowing the re-evaluation of response to treatments in clinical trials. Nature Publishing Group UK 2021-06-10 /pmc/articles/PMC8192578/ /pubmed/34112769 http://dx.doi.org/10.1038/s41467-021-23472-7 Text en © The Author(s) 2021 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Soret, Perrine Le Dantec, Christelle Desvaux, Emiko Foulquier, Nathan Chassagnol, Bastien Hubert, Sandra Jamin, Christophe Barturen, Guillermo Desachy, Guillaume Devauchelle-Pensec, Valérie Boudjeniba, Cheïma Cornec, Divi Saraux, Alain Jousse-Joulin, Sandrine Barbarroja, Nuria Rodríguez-Pintó, Ignasi De Langhe, Ellen Beretta, Lorenzo Chizzolini, Carlo Kovács, László Witte, Torsten Bettacchioli, Eléonore Buttgereit, Anne Makowska, Zuzanna Lesche, Ralf Borghi, Maria Orietta Martin, Javier Courtade-Gaiani, Sophie Xuereb, Laura Guedj, Mickaël Moingeon, Philippe Alarcón-Riquelme, Marta E. Laigle, Laurence Pers, Jacques-Olivier A new molecular classification to drive precision treatment strategies in primary Sjögren’s syndrome |
title | A new molecular classification to drive precision treatment strategies in primary Sjögren’s syndrome |
title_full | A new molecular classification to drive precision treatment strategies in primary Sjögren’s syndrome |
title_fullStr | A new molecular classification to drive precision treatment strategies in primary Sjögren’s syndrome |
title_full_unstemmed | A new molecular classification to drive precision treatment strategies in primary Sjögren’s syndrome |
title_short | A new molecular classification to drive precision treatment strategies in primary Sjögren’s syndrome |
title_sort | new molecular classification to drive precision treatment strategies in primary sjögren’s syndrome |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8192578/ https://www.ncbi.nlm.nih.gov/pubmed/34112769 http://dx.doi.org/10.1038/s41467-021-23472-7 |
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