A new molecular classification to drive precision treatment strategies in primary Sjögren's syndrome.


Journal

Nature communications
ISSN: 2041-1723
Titre abrégé: Nat Commun
Pays: England
ID NLM: 101528555

Informations de publication

Date de publication:
10 06 2021
Historique:
received: 02 11 2020
accepted: 30 04 2021
entrez: 11 6 2021
pubmed: 12 6 2021
medline: 30 6 2021
Statut: epublish

Résumé

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.

Identifiants

pubmed: 34112769
doi: 10.1038/s41467-021-23472-7
pii: 10.1038/s41467-021-23472-7
pmc: PMC8192578
doi:

Substances chimiques

Autoantibodies 0
Biomarkers 0
Chemokines 0
Cytokines 0
Proteome 0
Interferons 9008-11-1

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

3523

Investigateurs

Lorenzo Beretta (L)
Barbara Vigone (B)
Jacques-Olivier Pers (JO)
Alain Saraux (A)
Valérie Devauchelle-Pensec (V)
Divi Cornec (D)
Sandrine Jousse-Joulin (S)
Bernard Lauwerys (B)
Julie Ducreux (J)
Anne-Lise Maudoux (AL)
Carlos Vasconcelos (C)
Ana Tavares (A)
Esmeralda Neves (E)
Raquel Faria (R)
Mariana Brandão (M)
Ana Campar (A)
António Marinho (A)
Fátima Farinha (F)
Isabel Almeida (I)
Miguel Angel Gonzalez-Gay Mantecón (MA)
Ricardo Blanco Alonso (R)
Alfonso Corrales Martínez (A)
Ricard Cervera (R)
Ignasi Rodríguez-Pintó (I)
Gerard Espinosa (G)
Rik Lories (R)
Ellen De Langhe (E)
Nicolas Hunzelmann (N)
Doreen Belz (D)
Torsten Witte (T)
Niklas Baerlecken (N)
Georg Stummvoll (G)
Michael Zauner (M)
Michaela Lehner (M)
Eduardo Collantes (E)
Rafaela Ortega-Castro (R)
Ma Angeles Aguirre-Zamorano (MA)
Alejandro Escudero-Contreras (A)
Ma Carmen Castro-Villegas (MC)
Yolanda Jiménez Gómez (Y)
Norberto Ortego (N)
María Concepción Fernández Roldán (MC)
Enrique Raya (E)
Inmaculada Jiménez Moleón (I)
Enrique de Ramon (E)
Isabel Díaz Quintero (I)
Pier Luigi Meroni (PL)
Maria Gerosa (M)
Tommaso Schioppo (T)
Carolina Artusi (C)
Carlo Chizzolini (C)
Aleksandra Zuber (A)
Donatienne Wynar (D)
Laszló Kovács (L)
Attila Balog (A)
Magdolna Deák (M)
Márta Bocskai (M)
Sonja Dulic (S)
Gabriella Kádár (G)
Falk Hiepe (F)
Velia Gerl (V)
Silvia Thiel (S)
Manuel Rodriguez Maresca (M)
Antonio López-Berrio (A)
Rocío Aguilar-Quesada (R)
Héctor Navarro-Linares (H)
Yiannis Ioannou (Y)
Chris Chamberlain (C)
Jacqueline Marovac (J)
Marta Alarcón Riquelme (M)
Tania Gomes Anjos (T)
Christophe Jamin (C)
Concepción Marañón (C)
Lucas Le Lann (L)
Quentin Simon (Q)
Bénédicte Rouvière (B)
Nieves Varela (N)
Brian Muchmore (B)
Aleksandra Dufour (A)
Montserrat Alvarez (M)
Carlo Chizzolini (C)
Jonathan Cremer (J)
Ellen De Langhe (E)
Nuria Barbarroja (N)
Chary Lopez-Pedrera (C)
Velia Gerl (V)
Laleh Khodadadi (L)
Qingyu Cheng (Q)
Anne Buttgereit (A)
Zuzanna Makowska (Z)
Aurélie De Groof (A)
Julie Ducreux (J)
Elena Trombetta (E)
Tianlu Li (T)
Damiana Alvarez-Errico (D)
Torsten Witte (T)
Katja Kniesch (K)
Nancy Azevedo (N)
Esmeralda Neves (E)
Sambasiva Rao (S)
Pierre-Emmanuel Jouve (PE)
Jacques-Olivier Pers (JO)

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Auteurs

Perrine Soret (P)

Institut de Recherches Internationales Servier, Departments of Translational Medicine and Immuno-Inflammatory Diseases Research and Development, Suresnes, France.

Christelle Le Dantec (C)

LBAI, UMR1227, Univ Brest, Inserm, Brest, France.

Emiko Desvaux (E)

Institut de Recherches Internationales Servier, Departments of Translational Medicine and Immuno-Inflammatory Diseases Research and Development, Suresnes, France.
LBAI, UMR1227, Univ Brest, Inserm, Brest, France.

Nathan Foulquier (N)

LBAI, UMR1227, Univ Brest, Inserm, Brest, France.

Bastien Chassagnol (B)

Institut de Recherches Internationales Servier, Departments of Translational Medicine and Immuno-Inflammatory Diseases Research and Development, Suresnes, France.

Sandra Hubert (S)

Institut de Recherches Internationales Servier, Departments of Translational Medicine and Immuno-Inflammatory Diseases Research and Development, Suresnes, France.

Christophe Jamin (C)

LBAI, UMR1227, Univ Brest, Inserm, Brest, France.
CHU de Brest, Brest, France.

Guillermo Barturen (G)

Department of Medical Genomics, Center for Genomics and Oncological Research (GENYO), Granada, Spain.

Guillaume Desachy (G)

Institut de Recherches Internationales Servier, Departments of Translational Medicine and Immuno-Inflammatory Diseases Research and Development, Suresnes, France.

Valérie Devauchelle-Pensec (V)

LBAI, UMR1227, Univ Brest, Inserm, Brest, France.
CHU de Brest, Brest, France.

Cheïma Boudjeniba (C)

Institut de Recherches Internationales Servier, Departments of Translational Medicine and Immuno-Inflammatory Diseases Research and Development, Suresnes, France.

Divi Cornec (D)

LBAI, UMR1227, Univ Brest, Inserm, Brest, France.
CHU de Brest, Brest, France.

Alain Saraux (A)

LBAI, UMR1227, Univ Brest, Inserm, Brest, France.
CHU de Brest, Brest, France.

Sandrine Jousse-Joulin (S)

LBAI, UMR1227, Univ Brest, Inserm, Brest, France.
CHU de Brest, Brest, France.

Nuria Barbarroja (N)

Reina Sofia Hospital, Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC), University of Cordoba, Cordoba, Spain.

Ignasi Rodríguez-Pintó (I)

Hospital Clinic, Institut d'Investigacions Biomèdiques August Pi i Sunyer, Barcelona, Catalonia, Spain.

Ellen De Langhe (E)

Skeletal Biology and Engineering Research Center, KU Leuven and Division of Rheumatology, UZ Leuven, Belgium.

Lorenzo Beretta (L)

Scleroderma Unit, Referral Center for Systemic Autoimmune Diseases, Fondazione IRCCS Ca'Granda Ospedale Maggiore Policlinico di Milano, Milan, Italy.

Carlo Chizzolini (C)

Immunology & Allergy, University Hospital and School of Medicine, Geneva, Switzerland.

László Kovács (L)

University of Szeged, Szeged, Hungary.

Torsten Witte (T)

Klinik für Immunologie und Rheumatologie, Medical University Hannover, Hannover, Germany.

Eléonore Bettacchioli (E)

CHU de Brest, Brest, France.

Anne Buttgereit (A)

Pharmaceuticals Division, Bayer Pharma Aktiengesellschaft, Berlin, Germany.

Zuzanna Makowska (Z)

Pharmaceuticals Division, Bayer Pharma Aktiengesellschaft, Berlin, Germany.

Ralf Lesche (R)

Pharmaceuticals Division, Bayer Pharma Aktiengesellschaft, Berlin, Germany.

Maria Orietta Borghi (MO)

Università degli studi di Milano, Milan, Italy.

Javier Martin (J)

Institute of Parasitology and Biomedicine López-Neyra, Consejo Superior de Investigaciones Científicas (IPBLN-CSIC), Granada, Spain.

Sophie Courtade-Gaiani (S)

Institut de Recherches Internationales Servier, Departments of Translational Medicine and Immuno-Inflammatory Diseases Research and Development, Suresnes, France.

Laura Xuereb (L)

Institut de Recherches Internationales Servier, Departments of Translational Medicine and Immuno-Inflammatory Diseases Research and Development, Suresnes, France.

Mickaël Guedj (M)

Institut de Recherches Internationales Servier, Departments of Translational Medicine and Immuno-Inflammatory Diseases Research and Development, Suresnes, France.

Philippe Moingeon (P)

Institut de Recherches Internationales Servier, Departments of Translational Medicine and Immuno-Inflammatory Diseases Research and Development, Suresnes, France.

Marta E Alarcón-Riquelme (ME)

Department of Medical Genomics, Center for Genomics and Oncological Research (GENYO), Granada, Spain.

Laurence Laigle (L)

Institut de Recherches Internationales Servier, Departments of Translational Medicine and Immuno-Inflammatory Diseases Research and Development, Suresnes, France.

Jacques-Olivier Pers (JO)

LBAI, UMR1227, Univ Brest, Inserm, Brest, France. pers@univ-brest.fr.
CHU de Brest, Brest, France. pers@univ-brest.fr.

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