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A new molecular classification to drive precision treatment strategies in primary Sjögren’s syndrome
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AbstractThere 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.
Springer Science and Business Media LLC
Perrine Soret
Christelle Le Dantec
Emiko Desvaux
Nathan Foulquier
Bastien Chassagnol
Sandra Hubert
Christophe Jamin
Guillermo Barturen
Guillaume Desachy
Valérie Devauchelle-Pensec
Cheïma Boudjeniba
Divi Cornec
Alain Saraux
Sandrine Jousse-Joulin
Nuria Barbarroja
Ignasi Rodríguez-Pintó
Ellen De Langhe
Lorenzo Beretta
Carlo Chizzolini
László Kovács
Torsten Witte
Lorenzo Beretta
Barbara Vigone
Jacques-Olivier Pers
Alain Saraux
Valérie Devauchelle-Pensec
Divi Cornec
Sandrine Jousse-Joulin
Bernard Lauwerys
Julie Ducreux
Anne-Lise Maudoux
Carlos Vasconcelos
Ana Tavares
Esmeralda Neves
Raquel Faria
Mariana Brandão
Ana Campar
António Marinho
Fátima Farinha
Isabel Almeida
Miguel Angel Gonzalez-Gay Mantecón
Ricardo Blanco Alonso
Alfonso Corrales Martínez
Ricard Cervera
Ignasi Rodríguez-Pintó
Gerard Espinosa
Rik Lories
Ellen De Langhe
Nicolas Hunzelmann
Doreen Belz
Torsten Witte
Niklas Baerlecken
Georg Stummvoll
Michael Zauner
Michaela Lehner
Eduardo Collantes
Rafaela Ortega-Castro
Ma Angeles Aguirre-Zamorano
Alejandro Escudero-Contreras
Ma Carmen Castro-Villegas
Yolanda Jiménez Gómez
Norberto Ortego
María Concepción Fernández Roldán
Enrique Raya
Inmaculada Jiménez Moleón
Enrique de Ramon
Isabel Díaz Quintero
Pier Luigi Meroni
Maria Gerosa
Tommaso Schioppo
Carolina Artusi
Carlo Chizzolini
Aleksandra Zuber
Donatienne Wynar
Laszló Kovács
Attila Balog
Magdolna Deák
Márta Bocskai
Sonja Dulic
Gabriella Kádár
Falk Hiepe
Velia Gerl
Silvia Thiel
Manuel Rodriguez Maresca
Antonio López-Berrio
Rocío Aguilar-Quesada
Héctor Navarro-Linares
Yiannis Ioannou
Chris Chamberlain
Jacqueline Marovac
Marta Alarcón Riquelme
Tania Gomes Anjos
Christophe Jamin
Concepción Marañón
Lucas Le Lann
Quentin Simon
Bénédicte Rouvière
Nieves Varela
Brian Muchmore
Aleksandra Dufour
Montserrat Alvarez
Carlo Chizzolini
Jonathan Cremer
Ellen De Langhe
Nuria Barbarroja
Chary Lopez-Pedrera
Velia Gerl
Laleh Khodadadi
Qingyu Cheng
Anne Buttgereit
Zuzanna Makowska
Aurélie De Groof
Julie Ducreux
Elena Trombetta
Tianlu Li
Damiana Alvarez-Errico
Torsten Witte
Katja Kniesch
Nancy Azevedo
Esmeralda Neves
Sambasiva Rao
Pierre-Emmanuel Jouve
Jacques-Olivier Pers
Eléonore Bettacchioli
Anne Buttgereit
Zuzanna Makowska
Ralf Lesche
Maria Orietta Borghi
Javier Martin
Sophie Courtade-Gaiani
Laura Xuereb
Mickaël Guedj
Philippe Moingeon
Marta E. Alarcón-Riquelme
Laurence Laigle
Jacques-Olivier Pers
Title: A new molecular classification to drive precision treatment strategies in primary Sjögren’s syndrome
Description:
AbstractThere 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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