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Kordkheili AM, Bekker C, Hoens AM, Voshaar M, Campbell W, Carmona L, de Wit M, March L, Nielsen SM, Shea BJ, Toupin-April K, Tugwell P, Tymms K, Kelly A. Strategies to promote implementation of core outcomes for medication adherence trials in rheumatology: A report from the OMERACT-Adherence Group. Semin Arthritis Rheum 2024; 66:152411. [PMID: 38537323 DOI: 10.1016/j.semarthrit.2024.152411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Revised: 02/04/2024] [Accepted: 02/06/2024] [Indexed: 05/14/2024]
Abstract
OBJECTIVES To identify barriers, facilitators, and strategies for future implementation of the OMERACT-Adherence Core Outcome Set (COS) in medication adherence trials for rheumatic conditions. METHODS Preliminary Delphi survey findings were discussed at OMERACT 2023, utilising the Consolidated Framework for Implementation Research 2 to identify implementation barriers, facilitators, and solutions. RESULTS Implementation strategies included simplifying the COS definitions, making it adaptabile for clinical practice and drug trials, adherence trial training workshops, and collaborating with key stakeholders such as payers and other COS developers. CONCLUSION Ongoing collaboration with individuals and organisations within and beyond rheumatology ensures broader applicability of OMERACT-Adherence COS.
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Affiliation(s)
- Aria Mohammadi Kordkheili
- Faculty of Medicine & Health, School of Clinical Medicine, South West Sydney Campuses, University of New South Wales, Sydney, Australia
| | - Charlotte Bekker
- Radboud University Medical Center, Research Institute for Health Sciences, Department of Pharmacy, Nijmegen, the Netherlands
| | - Alison M Hoens
- Department of Physical Therapy, University of British Columbia, Vancouver, British Columbia, Canada; OMERACT Patient Research Partner, Canada
| | - Marieke Voshaar
- Department of Pharmacy and Department of Research & Innovation, Sint Maartenskliniek and Department of Pharmacy, Radboud University Medical Centre, Nijmegen, the Netherlands
| | | | - Loreto Carmona
- Instituto de Salud Musculoesquelética (InMusc), Madrid, Spain
| | | | - Lyn March
- Department of Rheumatology, Royal North Shore Hospital, Sydney NSW, Australia
| | - Sabrina Mai Nielsen
- Section for Biostatistics and Evidence-Based Research, The Parker Institute, Bispebjerg and Frederiksberg Hospital, Copenhagen, Denmark; Research Unit of Rheumatology, Department of Clinical Research, University of Southern Denmark, Odense University Hospital, Odense, Denmark
| | - Beverley J Shea
- Ottawa Hospital Research Institute, Clinical Epidemiology Program, Ottawa, Ontario, Canada
| | - Karine Toupin-April
- School of Rehabilitation Sciences, Faculty of Health Sciences, University of Ottawa, Ottawa, Canada; Department of Pediatrics, Faculty of Medicine, University of Ottawa, Ottawa, Canada; Children's Hospital of Eastern Ontario Research Institute; Institut du savoir Montfort
| | - Peter Tugwell
- University of Ottawa, Department of Medicine, Faculty of Medicine, Ottawa, Canada; Bruyère Research Institute, Ottawa, Canada; Ottawa Hospital Research Institute, Clinical Epidemiology Program, Ottawa, Canada; University of Ottawa, School of Epidemiology and Public Health, Faculty of Medicine, Ottawa, Canada; WHO Collaborating Centre for Knowledge Translation and Health Technology Assessment in Health Equity, Bruyère Research Institute, Ottawa, Canada
| | - Kathleen Tymms
- Canberra Rheumatology, Canberra, ACT, Australia; Department of Rheumatology, Canberra Hospital, Canberra, Australia; College of Health and Medicine, Australian National University, Canberra, Australia
| | - Ayano Kelly
- Faculty of Medicine & Health, School of Clinical Medicine, South West Sydney Campuses, University of New South Wales, Sydney, Australia; Department of Rheumatology, Liverpool Hospital, Sydney, Australia; Ingham Institute of Applied Medical Research, Sydney Australia.
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Lazzaroni MG, Piantoni S, Angeli F, Bertocchi S, Franceschini F, Airò P. A Narrative Review of Pathogenetic and Histopathologic Aspects, Epidemiology, Classification Systems, and Disease Outcome Measures in Systemic Sclerosis. Clin Rev Allergy Immunol 2023; 64:358-377. [PMID: 35254622 PMCID: PMC10167186 DOI: 10.1007/s12016-022-08929-x] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/31/2022] [Indexed: 11/03/2022]
Abstract
Systemic sclerosis (SSc) is a rare systemic autoimmune disease, characterized by the presence of three main actors: vasculopathy, immune activation, and fibrosis. This pathologic process is then translated in a clinical picture with great variability among different patients in terms of type of organ involvement, disease severity and prognosis. This heterogeneity is a main feature of SSc, which, in addition to the presence of early phases of the disease characterized by mild symptoms, can explain the high difficulty in establishing classification criteria, and in defining patients' subsets and disease outcomes. The definition of disease outcomes is particularly relevant in the setting of clinical trials, where the aim is to provide reliable endpoints, able to measure the magnitude of the efficacy of a certain drug or intervention. For this reason, in the last years, increasing efforts have been done to design measures of disease activity, damage, severity, and response to treatment, often in the context of composite indexes. When considering disease outcomes, the experience of the patient represents a relevant and complementary aspect. The tools able to capture this experience, the patient-reported outcomes, have been increasingly used in the last years in clinical practice and in clinical trials, both as primary and secondary endpoints. This comprehensive narrative review on SSc will therefore cover pathogenetic and histopathologic aspects, epidemiology, classification systems, and disease outcome measures, in order to focus on issues that are relevant for clinical research and design of clinical trials.
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Affiliation(s)
- Maria-Grazia Lazzaroni
- Rheumatology and Clinical Immunology Unit, Department of Clinical and Experimental Sciences, ASST Spedali Civili of Brescia, University of Brescia, Piazzale Spedali Civili 1, 25123, Brescia, Italy
| | - Silvia Piantoni
- Rheumatology and Clinical Immunology Unit, Department of Clinical and Experimental Sciences, ASST Spedali Civili of Brescia, University of Brescia, Piazzale Spedali Civili 1, 25123, Brescia, Italy
| | - Fabrizio Angeli
- Rheumatology and Clinical Immunology Unit, Department of Clinical and Experimental Sciences, ASST Spedali Civili of Brescia, University of Brescia, Piazzale Spedali Civili 1, 25123, Brescia, Italy
| | - Stefania Bertocchi
- Rheumatology and Clinical Immunology Unit, Department of Clinical and Experimental Sciences, ASST Spedali Civili of Brescia, University of Brescia, Piazzale Spedali Civili 1, 25123, Brescia, Italy
| | - Franco Franceschini
- Rheumatology and Clinical Immunology Unit, Department of Clinical and Experimental Sciences, ASST Spedali Civili of Brescia, University of Brescia, Piazzale Spedali Civili 1, 25123, Brescia, Italy.
| | - Paolo Airò
- Rheumatology and Clinical Immunology Unit, Department of Clinical and Experimental Sciences, ASST Spedali Civili of Brescia, University of Brescia, Piazzale Spedali Civili 1, 25123, Brescia, Italy
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Lescoat A, Sandler RD, Zimmermann F, Roofeh D, Hughes M, Pauling JD, Murphy SL, Chen YT, Townsend W, Buch MH, Khanna D. Domains and outcome measures for the assessment of limited cutaneous systemic sclerosis: an international collaborative scoping review. Rheumatology (Oxford) 2022; 61:3132-3148. [PMID: 35094049 PMCID: PMC9338174 DOI: 10.1093/rheumatology/keac049] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Revised: 12/15/2021] [Accepted: 01/14/2022] [Indexed: 09/01/2023] Open
Abstract
OBJECTIVES The aim of this study was to comprehensively identify instruments within relevant domains employed to assess lcSSc since the endorsement of its consensus definition in 1988. The overall objective is to inform the creation of a Combined Response Index for Scleroderma Trials Assessing lcSSc (CRISTAL). METHODS MEDLINE and Embase were searched using terms selected to comprehensively retrieve titles and abstracts mentioning both lcSSc and dcSSc, along with those only mentioning lcSSc, SSc sine scleroderma, limited SSc and/or CREST/CRST. Because our initial assessment of the literature revealed that very few studies included only lcSSc subjects, we also assessed literature that included both cutaneous subsets. A total of 3964 titles and abstracts were screened by two reviewers, and 270 articles were selected for data extraction. RESULTS We identified 27 domains encompassing 459 instruments. Instruments from 'Skin involvement', 'Pulmonary involvement' and 'Health-related quality of life and general functioning' were the most frequently retrieved. Among the 15 most represented instruments announced as primary end points in efficacy or effectiveness studies, 7 were clinician-reported outcomes (ROs), 7 were patient ROs, and one was a performance outcome (6 min-walk test). The mean proportion of lcSSc patients in studies of lcSSc, including studies that mention both lcSSc and dcSSc, was 56.4%, demonstrating that this subset is underrepresented in the literature, given that the prevalence of lcSSc ranges from 60% to 80% in national registries and international cohorts. CONCLUSION This scoping literature review provides a comprehensive identification of domains and outcomes used to assess lcSSc. Our results also highlight that lcSSc is underrepresented in the literature.
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Affiliation(s)
- Alain Lescoat
- Univ Rennes, CHU Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail) – UMR_S 1085
- Department of Internal Medicine and Clinical Immunology, Rennes University Hospital, Rennes, France
- Department of Internal Medicine, Division of Rheumatology
- Department of Internal Medicine, Scleroderma Program, University of Michigan, Ann Arbor, MI, USA
| | - Robert D Sandler
- Department of Rheumatology, Royal Hallamshire Hospital, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield
| | - François Zimmermann
- Department of Internal Medicine and Clinical Immunology, Rennes University Hospital, Rennes, France
| | - David Roofeh
- Department of Internal Medicine, Division of Rheumatology
- Department of Internal Medicine, Scleroderma Program, University of Michigan, Ann Arbor, MI, USA
| | - Michael Hughes
- Department of Rheumatology, Royal Hallamshire Hospital, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield
| | - John D Pauling
- Department of Pharmacy and Pharmacology, Royal National Hospital for Rheumatic Diseases, Royal United Hospitals, Bath, UK
| | - Susan L Murphy
- Department of Internal Medicine, Scleroderma Program, University of Michigan, Ann Arbor, MI, USA
- Department of Physical Medicine & Rehabilitation, University of Michigan
- VA Ann Arbor Healthcare System, Geriatric Research Education and Clinical Center, GRECC
| | - Yen T Chen
- Department of Internal Medicine, Scleroderma Program, University of Michigan, Ann Arbor, MI, USA
- Department of Physical Medicine & Rehabilitation, University of Michigan
- VA Ann Arbor Healthcare System, Geriatric Research Education and Clinical Center, GRECC
| | - Whitney Townsend
- Taubman Health Sciences Library, University of Michigan, Ann Arbor, MI, USA
| | - Maya H Buch
- Department of Rheumatology, Centre for Musculoskeletal Research, School of Biological Sciences, Faculty of Biology, Medicine & Health, University of Manchester
- NIHR Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, Manchester University Foundation Trust, Manchester, UK
| | - Dinesh Khanna
- Department of Internal Medicine, Division of Rheumatology
- Department of Internal Medicine, Scleroderma Program, University of Michigan, Ann Arbor, MI, USA
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Assessment of disease outcome measures in systemic sclerosis. Nat Rev Rheumatol 2022; 18:527-541. [PMID: 35859133 DOI: 10.1038/s41584-022-00803-6] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/10/2022] [Indexed: 01/08/2023]
Abstract
The assessment of disease activity in systemic sclerosis (SSc) is challenging owing to its heterogeneous manifestations across multiple organ systems, the variable rate of disease progression and regression, and the relative paucity of patients in early-phase therapeutic trials. Despite some recent successes, most clinical trials have failed to show efficacy, underscoring the need for improved outcome measures linked directly to disease pathogenesis, particularly applicable for biomarker studies focused on skin disease. Current outcome measures in SSc-associated interstitial lung disease and SSc skin disease are largely adequate, although advancing imaging technology and the incorporation of skin mRNA biomarkers might provide opportunities for earlier detection of the therapeutic effect. Biomarkers can further inform pathogenesis, enabling early phase trials to act as reverse translational studies through the incorporation of routine high-throughput sequencing.
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Herrick AL, Assassi S, Denton CP. Skin involvement in early diffuse cutaneous systemic sclerosis: an unmet clinical need. Nat Rev Rheumatol 2022; 18:276-285. [PMID: 35292731 PMCID: PMC8922394 DOI: 10.1038/s41584-022-00765-9] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/16/2022] [Indexed: 12/23/2022]
Abstract
Diffuse cutaneous systemic sclerosis (dcSSc) is associated with high mortality resulting from early internal-organ involvement. Clinicians therefore tend to focus on early diagnosis and treatment of potentially life-threatening cardiorespiratory and renal disease. However, the rapidly progressive painful, itchy skin tightening that characterizes dcSSc is the symptom that has the greatest effect on patients' quality of life, and there is currently no effective disease-modifying treatment for it. Considerable advances have been made in predicting the extent and rate of skin-disease progression (which vary between patients), including the development of techniques such as molecular analysis of skin biopsy samples. Risk stratification for progressive skin disease is especially relevant now that haematopoietic stem-cell transplantation is a treatment option, because stratification will inform the balance of risk versus benefit for each patient. Measurement of skin disease is a major challenge. Results from clinical trials have highlighted limitations of the modified Rodnan skin score (the current gold standard). Alternative patient-reported and other potential outcome measures have been and are being developed. Patients with early dcSSc should be referred to specialist centres to ensure best-practice management, including the management of their skin disease, and to maximize opportunities for inclusion in clinical trials.
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Affiliation(s)
- Ariane L Herrick
- Division of Musculoskeletal and Dermatological Sciences, The University of Manchester, Northern Care Alliance NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK.
| | - Shervin Assassi
- McGovern Medical School, The University of Texas, Houston, TX, USA
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Lescoat A, Murphy SL, Chen YT, Vann N, Galdo FD, Cella D, Buch MH, Khanna D. Symptom experience of limited cutaneous systemic sclerosis from the Patients' perspective: A qualitative study ✰,✰✰,★,★★. Semin Arthritis Rheum 2022; 52:151926. [PMID: 34785028 PMCID: PMC9131352 DOI: 10.1016/j.semarthrit.2021.11.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 10/30/2021] [Accepted: 11/04/2021] [Indexed: 11/24/2022]
Abstract
OBJECTIVES Limited cutaneous systemic sclerosis (lcSSc) is the largest subgroup of people with SSc, but little is known about symptom experience from the patients' perspective. This study aimed to comprehensively identify domains and symptoms reported as bothersome by patients with lcSSc and to analyze themes and sub-themes capturing symptom experience in this population. METHODS Focus groups of patients with lcSSc were conducted using a structured guide. Patients were recruited based on an a priori purposive framework to include men and women with SSc. Focus groups were recorded, transcribed, anonymized, and analyzed using the RADaR technique (rigorous and accelerated data reduction) combined with iterative, deductive and inductive approaches. RESULTS Four 2-hour Focus groups comprising participants with lcSSc were conducted (N = 26). Ninety-four symptoms were identified with 22 domains. Symptoms from the following domains were mentioned in all Focus groups: skin, musculoskeletal (MSK), cardiac, pulmonary, gastro-intestinal (GI) manifestations, fatigue, sleep, Raynaud's phenomenon (RP), pain, and digital ulcers. The three most cited domains in a pre-meeting survey were GI, RP and MSK. Seven themes defining symptom experience were identified: difficulty attributing symptoms to this complex systemic disease, influence of symptom temporality, impairment of emotional well-being, limitations in functioning (including several sub-themes of functioning), survival, symptoms management and uncertainty. CONCLUSION This study comprehensively identified domains and symptoms considered bothersome from the perspective of patients with lcSSc and summarized patient experience of lcSSc-related symptoms. This study is the first step in the design of a future combined response index dedicated to lcSSc that could foster specific research on this subpopulation of patients.
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Affiliation(s)
- Alain Lescoat
- Department of Internal Medicine and Clinical Immunology, Rennes University Hospital, Rennes, France; Univ Rennes, CHU Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail) - UMR_S 1085, Rennes, France; Michigan Scleroderma Program, University of Michigan, Ann Arbor, MI, USA
| | - Susan L Murphy
- Michigan Scleroderma Program, University of Michigan, Ann Arbor, MI, USA; Department of Physical Medicine & Rehabilitation, University of Michigan, USA; VA Ann Arbor Healthcare System, Geriatric Research Education and Clinical Center, GRECC, Ann Arbor, MI USA.
| | - Yen T Chen
- Michigan Scleroderma Program, University of Michigan, Ann Arbor, MI, USA; Department of Physical Medicine & Rehabilitation, University of Michigan, USA
| | - Nadia Vann
- Michigan Scleroderma Program, University of Michigan, Ann Arbor, MI, USA
| | - Francesco Del Galdo
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK; Leeds Biomedical Research Centre, National Institute for Health Research, Leeds, UK
| | - David Cella
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, 625 Michigan Ave, 21st Floor, Chicago, IL, 60611, USA
| | - Maya H Buch
- Centre for Musculoskeletal Research, School of Biological Sciences, Faculty of Biology, Medicine & Health, University of Manchester, Manchester, UK.; NIHR Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, Manchester University Foundation Trust, Manchester, UK
| | - Dinesh Khanna
- Michigan Scleroderma Program, University of Michigan, Ann Arbor, MI, USA; Division of Rheumatology, University of Michigan, Ann Arbor, Michigan, USA
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7
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Lescoat A, Murphy SL, Roofeh D, Pauling JD, Hughes M, Sandler R, Zimmermann F, Wessel R, Townsend W, Chung L, Denton CP, Merkel PA, Steen V, Allanore Y, Del Galdo F, Godard D, Cella D, Farrington S, Buch MH, Khanna D. Considerations for a combined index for limited cutaneous systemic sclerosis to support drug development and improve outcomes. JOURNAL OF SCLERODERMA AND RELATED DISORDERS 2021; 6:66-76. [PMID: 34316516 PMCID: PMC8313014 DOI: 10.1177/2397198320961967] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2020] [Accepted: 09/03/2020] [Indexed: 01/09/2023]
Abstract
Systemic sclerosis (SSc; systemic scleroderma) is characterized by a heterogeneous range of clinical manifestations. SSc is classified into limited cutaneous SSc (lcSSc) and diffuse cutaneous subgroups (dcSSc) based on the extent of skin involvement. Randomized controlled trials in scleroderma have mainly focused on dcSSc partly because the measurement of skin involvement, critical for evaluating a therapeutic intervention is more dynamic in this subset. Nonetheless, lcSSc, the most common cutaneous subset (about 2/3), is also associated with significant morbidity and detrimental impact on health-related quality of life. The lack of interventional studies in lcSSc is partly due to a lack of relevant outcome measures to evaluate this subgroup. Combining several clinically meaningful outcomes selected specifically for lcSSc may improve representativeness in clinical trials and responsiveness of outcomes measured in randomized controlled trials. A composite index dedicated to lcSSc combining such relevant outcomes could advance clinical trial development for lcSSc by providing the opportunity to test and select among candidate drugs that could act as disease-modifying treatments for this neglected subgroup of SSc. This proposed index would include items selected by expert physicians and patients with lcSSc across domains grounded in the lived experience of lcSSc. This article reviews the reasons behind the relative neglect of lcSSc, discusses the current state of outcome measures for lcSSc, identifies challenges, and proposes a roadmap for a combined lcSSc-specific treatment response index.
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Affiliation(s)
- Alain Lescoat
- Univ Rennes, CHU Rennes, Inserm, EHESP, Irset (Institut de Recherche en Santé, Environnement et Travail) - UMR_S 1085, Rennes, France
- Department of Internal Medicine and Clinical Immunology, Rennes University Hospital, Rennes, France
| | - Susan L Murphy
- Department of Physical Medicine and Rehabilitation, University of Michigan, 24 Frank Lloyd Wright Drive, Lobby M, Suite 3100, Ann Arbor, MI, 48105, USA
- Research Health Science Specialist, VA Ann Arbor Healthcare System, GRECC, Ann Arbor, USA
| | - David Roofeh
- Department of Internal Medicine, Division of Rheumatology, Scleroderma Program, University of Michigan, Ann Arbor, Michigan, USA
| | - John D Pauling
- Royal National Hospital for Rheumatic Diseases (at Royal United Hospitals), Bath, UK
| | - Michael Hughes
- Department of Rheumatology, Royal Hallamshire Hospital, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Robert Sandler
- Department of Rheumatology, Royal Hallamshire Hospital, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - François Zimmermann
- Department of Internal Medicine and Clinical Immunology, Rennes University Hospital, Rennes, France
| | - Rachel Wessel
- Department of Internal Medicine, Division of Rheumatology, Scleroderma Program, University of Michigan, Ann Arbor, Michigan, USA
| | - Whitney Townsend
- Taubman Health Sciences Library, University of Michigan. Ann Arbor, Michigan, USA
| | - Lorinda Chung
- Division of Immunology and Rheumatology, Stanford University School of Medicine, Palo Alto, CA, USA
- Division of Immunology and Rheumatology, VA Palo Alto Health Care System, Palo Alto, CA, USA
| | - Christopher P Denton
- Centre for Rheumatology and Connective Tissue Diseases, Royal Free Hospital Campus, University College London Medical School, London, UK
| | - Peter A Merkel
- Division of Rheumatology, Department of Medicine, Division of Clinical Epidemiology, Department of Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, PA, USA
| | - Virginia Steen
- Division of Rheumatology, Georgetown University Medical Center, Washington, DC, USA
| | - Yannick Allanore
- Rheumatology A department, Cochin Hospital, APHP, Paris Descartes University, Paris, France
| | - Francesco Del Galdo
- Institute of Rheumatic and Musculoskeletal Medicine and NIHR Biomedical Research Centre, University of Leeds, Leeds LS7 4SA, UK
| | | | - David Cella
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, 625 Michigan Ave, 21st Floor, Chicago, IL, 60611, USA
| | - Sue Farrington
- Federation of European Scleroderma Associations (FESCA), Tournai, Belgium
| | - Maya H Buch
- Centre for Musculoskeletal Research, School of Biological Sciences, Faculty of Biology, Medicine & Health, University of Manchester, Manchester, UK
- NIHR Manchester Biomedical Research Centre, Manchester Academic Health Science Centre, Manchester University Foundation Trust, Manchester, UK
| | - Dinesh Khanna
- Department of Internal Medicine, Division of Rheumatology, Scleroderma Program, University of Michigan, Ann Arbor, Michigan, USA
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Abstract
Epidemiological studies reporting demographic, clinical and serological factors predictive of various outcomes in systemic sclerosis (SSc) range from the prediction of mortality to the development and progression of disease manifestations. However, predicting the disease trajectory in the individual patient is a challenging but important step towards a stratified approach to disease management. Recent technological advances provide the opportunity for new subgroupings of disease based on risk stratification, through the systematic analysis of high-dimensional clinical data combined with genes, their transcription products and their corresponding translated proteins. In addition, these variables offer a rich vein of research to identify non-invasive biomarkers for predicting organ involvement and to assess disease activity and response to therapy. Selection of patients with a clinical phenotype or molecular signature relevant to the therapy under study combined with recent efforts to standardise outcome measures, show promise for improving clinical trial design and the identification of effective targeted therapies.
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