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Symptom-based stratification of patients with primary Sjögren's syndrome: multi-dimensional characterisation of international observational cohorts and reanalyses of randomised clinical trials

Authors :
Tarn, Jessica R
Howard-Tripp, Nadia
Lendrem, Dennis W
Mariette, Xavier
Saraux, Alain
Devauchelle-Pensec, Valerie
Seror, Raphaele
Skelton, Andrew J
James, Katherine
McMeekin, Peter
Al-Ali, Shereen
Hackett, Kate
Lendrem, B Clare
Hargreaves, Ben
Casement, John
Mitchell, Sheryl
Bowman, Simon J
Price, Elizabeth
Pease, Colin T
Emery, Paul
Lanyon, Peter
Hunter, John
Gupta, Monica
Bombardieri, Michele
Sutcliffe, Nurhan
Pitzalis, Costantino
McLaren, John
Cooper, Annie
Regan, Marian
Giles, Ian
Isenberg, David
Saravanan, Vadivelu
Coady, David
Dasgupta, Bhaskar
McHugh, Neil
Young-Min, Steven
Moots, Robert
Gendi, Nagui
Akil, Mohammed
Griffiths, Bridget
Johnsen, Svein J A
Norheim, Katrine B
Omdal, Roald
Stocken, Deborah
Everett, Colin
Fernandez, Catherine
Isaacs, John D
Gottenberg, Jacques-Eric
Ng, Wan-Fai
Dieude, Philippe
Dubost, Jean Jacques
Fauchais, Anne-Laure
Goeb, Vincent
Hachulla, Eric
Larroche, Claire
Le Guern, Véronique
Morel, Jacques
Perdriger, Aleth
Puéchal, Xavier
Rist, Stephanie
Sen, Damien
Sibilia, Jean
Vittecoq, Olivier
Benessiano, Joelle
Tubiana, Sarah
Inamo, Karine
Gaete, Stanie
Batouche, Djilali
Molinari, Domitille
Randrianandrasana, Mickael
Pane, Isabelle
Abbe, Adeline
Baron, Gabriel
Ravaud, Philippe
Dubost, Jean-Jacques
Rist, Stéphanie
Devauchelle-Pensec, Valérie
Hayem, Gilles
Hatron, Pierre
Sene, Damien
Zarnitsky, Charles
Furlan, Valérie
Perrodeau, Elodie
Brown, S
Navarro, N Coy
Pitzalis, C
Emery, P
Pavitt, S
Gray, J
Hulme, C
Hall, F
Busch, R
Smith, P
Dawson, L
Bombardieri, M
Ng, W-F
Pease, C
Price, E
Sutcliffe, N
Woods, C
Ruddock, S
Everett, C
Reynolds, C
Skinner, E
Poveda-Gallego, A
Rout, J
Macleod, I
Rauz, S
Bowman, S
Hall, Frances
Bacaba, Elalaine C
Frankland, Helen
Chadravarty, Kuntal
Lamabadusuriya, Shamin
Pitzalis, Constantino
Breston, Celia
Culfear, Karen
Riddell, Claire
Hamburger, John
Richards, Andrea
Rauz, Saaeh
Brailsford, Sue
Dasgin, Joanne
Logan, Joanne
Mulherin, Diarmuid
Andrews, Jacqueline
Emery, Pau
McManus, Alison
Pease, Colin
Pickles, David
Booth, Alison
Kin, Jon King
Holt, Amanda
Dimitroulas, Theodoros
Kadiki, Lucy
Kaur, Daljit
Kitas, George
Khan, Abdul
Cosier, Tracey
Panthakalam
Mintrim, Kell
Lloyd, Mark
Moore, Lisa
Gordon, Esther
Lawson, Cathy
Stirton, Lesley
Ortiz, Gill
Pelger, Suzannah
Gorman, Claire
Hans, Balinder
Clunie, Gavin
Lane, Suzanne
Rose, Ginny
Cuckow, Sue
Batley, Michael
Einosas, Ruby
Knight, Susan
Symmons, Deborah
Jones, Beverley
Carr, Andrew
Edgar, Suzanne
Figuereido, Francisco
Foggo, Heather
Lendrem, Dennis
Macleod, Iain
Downie, Christine
Tarn, Jessica
Locke, James
Legg, Sarah
Mirza, Kamran
Hetherington, Laura
Jones, Adrian
Muir, Alice
White, Paula
Pugmire, Susan
Vadivelu, Saravanan
Watkins, Marianne
Field, Anne
Kaye, Stephen
Mewar, Devesh
Medcalf, Patricia
Tomlinson, Pamela
Whiteside, Debbie
Pauling, John
James, Julie
Dowden, Andrea
McDermott, Jayne
Godia, Olivia
Kidd, Elizabeth
Palmer, Lynne
Li, Charles
Bartrum, Sarah
Mead, De
Katsande, Victoria
Long, Pamela
Vermaak, Erin
Turner, Janet
Chandra, Usha
MacKay, Kirsten
Fedele, Stefano
Ferenkeh-Koroma, Ada
MaConnell, Helena
Ahwiren, Nyarko
Porter, Stephen
Allcoa, Paul
Source :
The Lancet Rheumatology
Publication Year :
2019
Publisher :
Elsevier, 2019.

Abstract

Summary Background Heterogeneity is a major obstacle to developing effective treatments for patients with primary Sjogren's syndrome. We aimed to develop a robust method for stratification, exploiting heterogeneity in patient-reported symptoms, and to relate these differences to pathobiology and therapeutic response. Methods We did hierarchical cluster analysis using five common symptoms associated with primary Sjogren's syndrome (pain, fatigue, dryness, anxiety, and depression), followed by multinomial logistic regression to identify subgroups in the UK Primary Sjogren's Syndrome Registry (UKPSSR). We assessed clinical and biological differences between these subgroups, including transcriptional differences in peripheral blood. Patients from two independent validation cohorts in Norway and France were used to confirm patient stratification. Data from two phase 3 clinical trials were similarly stratified to assess the differences between subgroups in treatment response to hydroxychloroquine and rituximab. Findings In the UKPSSR cohort (n=608), we identified four subgroups: Low symptom burden (LSB), high symptom burden (HSB), dryness dominant with fatigue (DDF), and pain dominant with fatigue (PDF). Significant differences in peripheral blood lymphocyte counts, anti-SSA and anti-SSB antibody positivity, as well as serum IgG, κ-free light chain, β2-microglobulin, and CXCL13 concentrations were observed between these subgroups, along with differentially expressed transcriptomic modules in peripheral blood. Similar findings were observed in the independent validation cohorts (n=396). Reanalysis of trial data stratifying patients into these subgroups suggested a treatment effect with hydroxychloroquine in the HSB subgroup and with rituximab in the DDF subgroup compared with placebo. Interpretation Stratification on the basis of patient-reported symptoms of patients with primary Sjogren's syndrome revealed distinct pathobiological endotypes with distinct responses to immunomodulatory treatments. Our data have important implications for clinical management, trial design, and therapeutic development. Similar stratification approaches might be useful for patients with other chronic immune-mediated diseases. Funding UK Medical Research Council, British Sjogren's Syndrome Association, French Ministry of Health, Arthritis Research UK, Foundation for Research in Rheumatology. Video Abstract Download : Download video (77MB) Symptom-based stratification of patients with Sjogren's syndrome

Details

Language :
English
ISSN :
26659913
Database :
OpenAIRE
Journal :
The Lancet Rheumatology
Accession number :
edsair.doi.dedup.....6158d633b0933739350651532ab8dfab