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.

A new molecular classification to drive precision treatment strategies in primary Sjögren’s syndrome / P. Soret, C. Le Dantec, E. Desvaux, N. Foulquier, B. Chassagnol, S. Hubert, C. Jamin, G. Barturen, G. Desachy, V. Devauchelle-Pensec, C. Boudjeniba, D. Cornec, A. Saraux, S. Jousse-Joulin, N. Barbarroja, I. Rodríguez-Pintó, E. De Langhe, L. Beretta, C. Chizzolini, L. Kovács, T. Witte, N. Null, L. Beretta, B. Vigone, J. Pers, A. Saraux, V. Devauchelle-Pensec, D. Cornec, S. Jousse-Joulin, B. Lauwerys, J. Ducreux, A. Maudoux, C. Vasconcelos, A. Tavares, E. Neves, R. Faria, M. Brandão, A. Campar, A. Marinho, F. Farinha, I. Almeida, M.A. Gonzalez-Gay Mantecón, R. Blanco Alonso, A. Corrales Martínez, R. Cervera, I. Rodríguez-Pintó, G. Espinosa, R. Lories, E. De Langhe, N. Hunzelmann, D. Belz, T. Witte, N. Baerlecken, G. Stummvoll, M. Zauner, M. Lehner, E. Collantes, R. Ortega-Castro, M.A. Aguirre-Zamorano, A. Escudero-Contreras, M.C. Castro-Villegas, Y. Jiménez Gómez, N. Ortego, M.C. Fernández Roldán, E. Raya, I. Jiménez Moleón, E. De Ramon, I. Díaz Quintero, P.L. Meroni, M. Gerosa, T. Schioppo, C. Artusi, C. Chizzolini, A. Zuber, D. Wynar, L. Kovács, A. Balog, M. Deák, M. Bocskai, S. Dulic, G. Kádár, F. Hiepe, V. Gerl, S. Thiel, M. Rodriguez Maresca, A. López-Berrio, R. Aguilar-Quesada, H. Navarro-Linares, Y. Ioannou, C. Chamberlain, J. Marovac, M. Alarcón Riquelme, T. Gomes Anjos, N. Null, C. Jamin, C. Marañón, L. Le Lann, Q. Simon, B. Rouvière, N. Varela, B. Muchmore, A. Dufour, M. Alvarez, C. Chizzolini, J. Cremer, E. De Langhe, N. Barbarroja, C. Lopez-Pedrera, V. Gerl, L. Khodadadi, Q. Cheng, A. Buttgereit, Z. Makowska, A. De Groof, J. Ducreux, E. Trombetta, T. Li, D. Alvarez-Errico, T. Witte, K. Kniesch, N. Azevedo, E. Neves, S. Rao, P. Jouve, J. Pers, E. Bettacchioli, A. Buttgereit, Z. Makowska, R. Lesche, M.O. Borghi, J. Martin, S. Courtade-Gaiani, L. Xuereb, M. Guedj, P. Moingeon, M.E. Alarcón-Riquelme, L. Laigle, J. Pers. - In: NATURE COMMUNICATIONS. - ISSN 2041-1723. - 12:1(2021 Jun 10), pp. 3523.1-3523.18. [10.1038/s41467-021-23472-7]

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

B. Vigone;P.L. Meroni;M. Gerosa;T. Schioppo;C. Artusi;E. Trombetta;M.O. Borghi;
2021

Abstract

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.
English
Settore MEDS-09/C - Reumatologia
Articolo
Esperti anonimi
Pubblicazione scientifica
Goal 3: Good health and well-being
   Molecular Reclassification to Find Clinically Useful Biomarkers for Systemic Autoimmune Diseases
   PRECISESADS
   EUROPEAN COMMISSION
   115565
10-giu-2021
Nature Research
12
1
3523
1
18
18
Pubblicato
Periodico con rilevanza internazionale
crossref
Aderisco
info:eu-repo/semantics/article
A new molecular classification to drive precision treatment strategies in primary Sjögren’s syndrome / P. Soret, C. Le Dantec, E. Desvaux, N. Foulquier, B. Chassagnol, S. Hubert, C. Jamin, G. Barturen, G. Desachy, V. Devauchelle-Pensec, C. Boudjeniba, D. Cornec, A. Saraux, S. Jousse-Joulin, N. Barbarroja, I. Rodríguez-Pintó, E. De Langhe, L. Beretta, C. Chizzolini, L. Kovács, T. Witte, N. Null, L. Beretta, B. Vigone, J. Pers, A. Saraux, V. Devauchelle-Pensec, D. Cornec, S. Jousse-Joulin, B. Lauwerys, J. Ducreux, A. Maudoux, C. Vasconcelos, A. Tavares, E. Neves, R. Faria, M. Brandão, A. Campar, A. Marinho, F. Farinha, I. Almeida, M.A. Gonzalez-Gay Mantecón, R. Blanco Alonso, A. Corrales Martínez, R. Cervera, I. Rodríguez-Pintó, G. Espinosa, R. Lories, E. De Langhe, N. Hunzelmann, D. Belz, T. Witte, N. Baerlecken, G. Stummvoll, M. Zauner, M. Lehner, E. Collantes, R. Ortega-Castro, M.A. Aguirre-Zamorano, A. Escudero-Contreras, M.C. Castro-Villegas, Y. Jiménez Gómez, N. Ortego, M.C. Fernández Roldán, E. Raya, I. Jiménez Moleón, E. De Ramon, I. Díaz Quintero, P.L. Meroni, M. Gerosa, T. Schioppo, C. Artusi, C. Chizzolini, A. Zuber, D. Wynar, L. Kovács, A. Balog, M. Deák, M. Bocskai, S. Dulic, G. Kádár, F. Hiepe, V. Gerl, S. Thiel, M. Rodriguez Maresca, A. López-Berrio, R. Aguilar-Quesada, H. Navarro-Linares, Y. Ioannou, C. Chamberlain, J. Marovac, M. Alarcón Riquelme, T. Gomes Anjos, N. Null, C. Jamin, C. Marañón, L. Le Lann, Q. Simon, B. Rouvière, N. Varela, B. Muchmore, A. Dufour, M. Alvarez, C. Chizzolini, J. Cremer, E. De Langhe, N. Barbarroja, C. Lopez-Pedrera, V. Gerl, L. Khodadadi, Q. Cheng, A. Buttgereit, Z. Makowska, A. De Groof, J. Ducreux, E. Trombetta, T. Li, D. Alvarez-Errico, T. Witte, K. Kniesch, N. Azevedo, E. Neves, S. Rao, P. Jouve, J. Pers, E. Bettacchioli, A. Buttgereit, Z. Makowska, R. Lesche, M.O. Borghi, J. Martin, S. Courtade-Gaiani, L. Xuereb, M. Guedj, P. Moingeon, M.E. Alarcón-Riquelme, L. Laigle, J. Pers. - In: NATURE COMMUNICATIONS. - ISSN 2041-1723. - 12:1(2021 Jun 10), pp. 3523.1-3523.18. [10.1038/s41467-021-23472-7]
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P. Soret, C. Le Dantec, E. Desvaux, N. Foulquier, B. Chassagnol, S. Hubert, C. Jamin, G. Barturen, G. Desachy, V. Devauchelle-Pensec, C. Boudjeniba, D...espandi
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