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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...

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Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
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.
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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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