Evidence map›Paper›PMID 38229348›Full record

ArticleThe Lancet. Rheumatology2019

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

Jessica R Tarn, Nadia Howard-Tripp, Dennis W Lendrem, Xavier Mariette, Alain Saraux, Valerie Devauchelle-Pensec, Raphaele Seror, Andrew J Skelton, Katherine James, Peter McMeekin and 42 more

Open access · hybridAbstract read
In one paragraph

Article in The Lancet. Rheumatology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 74 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
74citing papers in PubMed, 1 pooled it
7.3field-weighted citation impact, top 2% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

74 citing papers in PubMed, 1 synthesis or guideline pooled it, 129 citations in OpenAlex.

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14 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

52 authors at 20 institutions in 4 countries.

Jessica R TarnFaculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK.
Nadia Howard-TrippFaculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK; Newcastle-upon-Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK.
Dennis W LendremFaculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK.
Xavier MarietteUniversité Paris-Sud, AP-HP Université Paris-Saclay, Hôpital Bicêtre, Department of Rheumatology, INSERM UMR1184, Le Kremlin-Bicêtre, France.
Alain SarauxLymphocytes B et auto-immunité, Inserm U1227, University of Brest, Brest, France; Centre Hospitalier Régional Universitaire de Brest, Brest, France.
Valerie Devauchelle-PensecLymphocytes B et auto-immunité, Inserm U1227, University of Brest, Brest, France; Centre Hospitalier Régional Universitaire de Brest, Brest, France.
Raphaele SerorUniversité Paris-Sud, AP-HP Université Paris-Saclay, Hôpital Bicêtre, Department of Rheumatology, INSERM UMR1184, Le Kremlin-Bicêtre, France.
Andrew J SkeltonFaculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK.
Katherine JamesInterdisciplinary Computing & Complex BioSystems Research Group, School of Computing, Newcastle University, Newcastle upon Tyne, UK.
Peter McMeekinFaculty of Health and Life Science, Northumbria University, Newcastle upon Tyne, UK.
Shereen Al-AliFaculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK; Department of Pathological Analyses, College of Science, University of Basrah, Basrah, Iraq.
Katie L HackettFaculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK; Faculty of Health and Life Science, Northumbria University, Newcastle upon Tyne, UK.
B Clare LendremNational Institute for Health Research Newcastle In Vitro Diagnostics Co-operative, NewcastleUniversity, Newcastle upon Tyne, UK.
Ben HargreavesFaculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK; Newcastle-upon-Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK.
John CasementFaculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK.
Sheryl MitchellNewcastle-upon-Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK.
Simon J BowmanUniversity Hospital Birmingham, Birmingham, UK.
Elizabeth PriceGreat Western Hospitals NHS Foundation Trust, Swindon, UK.
Colin T PeaseBiomedical Research Centre, Leeds Teaching Hospitals NHS Trust Leeds, Leeds, UK.
Paul EmeryBiomedical Research Centre, Leeds Teaching Hospitals NHS Trust Leeds, Leeds, UK.
Peter LanyonNottingham University Hospitals NHS Trust, Rheumatology, Derby Road, Nottingham, UK.
John HunterGartnavel General Hospital, Glasgow, UK.
Monica GuptaGartnavel General Hospital, Glasgow, UK.
Michele BombardieriCentre for Experimental Medicine & Rheumatology, William Harvey Research Institute, Barts and The London School of Medicine & Dentistry, Queen Mary University of London, London, UK.
Nurhan SutcliffeBarts Health NHS Trust, London, UK.
Costantino PitzalisCentre for Experimental Medicine & Rheumatology, William Harvey Research Institute, Barts and The London School of Medicine & Dentistry, Queen Mary University of London, London, UK.
John McLarenNHS Fife, Kirkcaldy, UK.
Annie CooperRoyal Hampshire County Hospital, Winchester, UK.
Marian ReganUniversity Hospitals of Derby and Burton, Derby, UK.
Ian GilesCentre for Rheumatology, University College London, London, UK.
David IsenbergCentre for Rheumatology, University College London, London, UK.
Vadivelu SaravananGateshead Health NHS Foundation Trust, Gateshead, UK.
David CoadyCity Hospitals Sunderland NHS Foundation Trust, Sunderland, UK.
Bhaskar DasguptaSouthend University Hospital NHS Foundation Trust, Westcliff-on-Sea, UK.
Neil McHughDepartment of Pharmacy and Pharmacology, University of Bath, Bath, UK.
Steven Young-MinPortsmouth Hospitals NHS Trust, Portsmouth, UK.
Robert MootsUniversity Hospital Aintree, University of Liverpool, Liverpool, UK.
Nagui GendiBasildon and Thurrock University Hospitals NHS Foundation Trust, Basildon, UK.
Mohammed AkilSheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK.
Bridget GriffithsNewcastle-upon-Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK.
Svein J A JohnsenHelse Stavanger HF, Stavanger, Norway.
Katrine B NorheimHelse Stavanger HF, Stavanger, Norway.
Roald OmdalHelse Stavanger HF, Stavanger, Norway.
Deborah StockenClinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK.
Colin EverettClinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK.
Catherine FernandezClinical Trials Research Unit, Leeds Institute of Clinical Trials Research, University of Leeds, Leeds, UK.
Leeds CTRU
John D IsaacsFaculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK; Newcastle-upon-Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK. Electronic address: john.Isaacs@ncl.ac.uk.
Jacques-Eric GottenbergDepartment of Rheumatology, Centre de Référence National Pour les Maladies Auto-Immunes Systémiques Rares, CNRS, Strasbourg, France; Institut de Biologie Moléculaire et Cellulaire, Immunopathologie et Chimie Thérapeutique, Université de Strasbourg, Strasbourg, France.
French ASSESS cohort
Wan-Fai NgFaculty of Medical Sciences, Newcastle University, Newcastle upon Tyne, UK; Newcastle-upon-Tyne Hospitals NHS Foundation Trust, Newcastle upon Tyne, UK. Electronic address: wan-fai.ng@ncl.ac.uk.
UK Primary Sjögren's Syndrome Registry
Newcastle upon Tyne Hospitals NHS Foundation Trust · GBNewcastle University · GBUniversity of Leeds · GBInserm · FRLeeds Teaching Hospitals NHS Trust · GBQueen Mary University of London · GBUniversité Paris-Sud · FRCentre National de la Recherche Scientifique · FRBarts Health NHS Trust · GBGartnavel General Hospital · GBStavanger University Hospital · NOUniversity College London · GBGreat Western Hospitals NHS Foundation Trust · GBNIHR Surgical Reconstruction and Microbiology Research Centre · GBNorthumbria University · GBSouth Tyneside and Sunderland NHS Foundation Trust · GBBasildon and Thurrock University Hospitals NHS Foundation Trust · GBGateshead Health NHS Foundation Trust · GBNHS Fife · GBNottingham University Hospitals NHS Trust · GB

Funding

Medical Research Council G0800629Medical Research Council MR/J002720/1Medical Research Council MR/N003063/1Versus Arthritis 21233
6 · The paper itself

Abstract

backgroundHeterogeneity is a major obstacle to developing effective treatments for patients with primary Sjögren'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.

methodsWe did hierarchical cluster analysis using five common symptoms associated with primary Sjögren's syndrome (pain, fatigue, dryness, anxiety, and depression), followed by multinomial logistic regression to identify subgroups in the UK Primary Sjögren'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.

findingsIn 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.

interpretationStratification on the basis of patient-reported symptoms of patients with primary Sjögren'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.

fundingUK Medical Research Council, British Sjogren's Syndrome Association, French Ministry of Health, Arthritis Research UK, Foundation for Research in Rheumatology. VIDEO ABSTRACT.

Identifiers

PMID38229348
PMCPMC7134527
OpenAlexW2976964184

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.