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

dc.contributor.authorSoret, Perrine
dc.contributor.authorLe Dantec, Christelle
dc.contributor.authorDesvaux, Emiko
dc.contributor.authorFoulquier, Nathan
dc.contributor.authorChassagnol, Bastien
dc.contributor.authorHubert, Sandra
dc.contributor.authorJamin, Christophe
dc.contributor.authorBarturen, Guillermo
dc.contributor.authorDesachy, Guillaume
dc.contributor.authorDevauchelle Pensec, Valérie
dc.contributor.authorBoudjeniba, Cheïma
dc.contributor.authorCornec, Divi
dc.contributor.authorSaraux, Alain
dc.contributor.authorJousse Joulin, Sandrine
dc.contributor.authorBarbarroja, Nuria
dc.contributor.authorRodríguez Pintó, Ignasi
dc.contributor.authorDe Langhe, Ellen
dc.contributor.authorBeretta, Lorenzo
dc.contributor.authorChizzolini, Carlo
dc.contributor.authorKovács, László
dc.contributor.authorWitte, Torsten
dc.contributor.authorPRECISESADS Clinical Consortium
dc.contributor.authorPRECISESADS Flow Cytometry Consortium
dc.contributor.authorBettacchioli, Eléonore
dc.contributor.authorButtgereit, Anne
dc.contributor.authorMakowska, Zuzanna
dc.contributor.authorLesche, Ralf
dc.contributor.authorBorghi, Maria Orietta
dc.contributor.authorMartin, Javier
dc.contributor.authorCourtade Gaiani, Sophie
dc.contributor.authorXuereb, Laura
dc.contributor.authorGuedj, Mickaël
dc.contributor.authorMoingeon, Philippe
dc.contributor.authorAlarcón Riquelme, Marta
dc.contributor.authorLaigle, Laurence
dc.contributor.authorPers, Jacques-Olivier
dc.date.accessioned2021-07-19T08:47:33Z
dc.date.available2021-07-19T08:47:33Z
dc.date.issued2021-06-10
dc.date.updated2021-07-16T07:26:57Z
dc.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.
dc.format.extent18 p.
dc.format.mimetypeapplication/pdf
dc.identifier.issn2041-1723
dc.identifier.pmid34112769
dc.identifier.urihttps://hdl.handle.net/2445/179151
dc.language.isoeng
dc.publisherSpringer Science and Business Media LLC
dc.relation.isformatofReproducció del document publicat a: https://doi.org/10.1038/s41467-021-23472-7
dc.relation.ispartofNature Communications, 2021, vol. 12, num. 3523
dc.relation.urihttps://doi.org/10.1038/s41467-021-23472-7
dc.rightscc by (c) Soret, Perrine et al., 2021
dc.rights.accessRightsinfo:eu-repo/semantics/openAccess
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/es/*
dc.sourceArticles publicats en revistes (Institut d'lnvestigació Biomèdica de Bellvitge (IDIBELL))
dc.subject.classificationMalalties autoimmunitàries
dc.subject.classificationAssaigs clínics
dc.subject.classificationMarcadors bioquímics
dc.subject.classificationEpigenètica
dc.subject.otherAutoimmune diseases
dc.subject.otherClinical trials
dc.subject.otherBiochemical markers
dc.subject.otherEpigenetics
dc.titleA new molecular classification to drive precision treatment strategies in primary Sjögren’s syndrome
dc.typeinfo:eu-repo/semantics/article
dc.typeinfo:eu-repo/semantics/publishedVersion

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