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Fairley JL, Hansen D, Proudman S, Sahhar J, Ngian GS, Apostolopoulos D, Walker J, Host LV, Stevens W, Ferdowsi N, Tabesh M, Nikpour M, Ross L. The frequency and clinical associations of opioid use in systemic sclerosis. Rheumatol Adv Pract 2024; 8:rkae144. [PMID: 39669116 PMCID: PMC11634672 DOI: 10.1093/rap/rkae144] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2024] [Accepted: 11/07/2024] [Indexed: 12/14/2024] Open
Abstract
Objective To define the frequency and associations of opioid use in SSc. Methods Australian Scleroderma Cohort Study participants meeting ACR/EULAR criteria for SSc were included. Current or previous opioid use was recorded at each visit, with long-term use defined as use on two or more consecutive visits. Groups were compared using two-sample t-test, Wilcoxon rank sum test or chi-squared test. Generalised estimating equations were used to model longitudinal data. Results Of 1951 participants with a mean age of 46.7 years (s.d. 14.4), 88% were female and 12% had ever received any opioids since SSc onset. Of these, 46% recorded opioid use across multiple consecutive study visits. Digital ulcers (63% vs 52%), synovitis (57% vs 38%), interstitial lung disease (37% vs 27%), gastrointestinal (GI) symptoms (upper 97% vs 88%, lower 90% vs 80%) and immunosuppression (59% vs 46%) were all more frequent in opioid-exposed groups (P < 0.05). In multivariable modelling, current opioid use at each study visit was associated with digital ulcers [odds ratio (OR) 1.5 (95% CI 1.1, 2.0), P = 0.01], synovitis [OR 1.5 (95% CI 1.1, 2.1), P = 0.02], lower GI symptoms [OR 1.8 (95% CI 1.3, 2.6), P < 0.01] and poorer physical [OR 1.8 (95% CI 1.3, 2.4), P < 0.01] and mental [OR 1.8 (95% CI 1.1, 3.0), P = 0.02] quality of life (QoL). Current opioid use was associated with worse fatigue [regression coefficient (RC) 3.0 units (95% CI 1.2, 4.8), P < 0.01], functional disability [RC 0.2 (95% CI 0.2, 0.3), P < 0.01], dyspnoea [RC 2.0 (95% CI 0.8, 3.1), P < 0.01], depression [RC 2.5 (95% CI 0.9, 4.0), P < 0.01] and anxiety [RC 2.5 (95% CI 0.9, 4.0), P < 0.01]. Conclusions Opioid use in SSc was associated with musculoskeletal, GI and lung involvement. Opioid prescription was associated with poorer QoL and physical function.
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Affiliation(s)
- Jessica L Fairley
- Department of Medicine at St Vincent’s Hospital Melbourne, University of Melbourne, Melbourne, VIC, Australia
- Department of Rheumatology, St Vincent’s Hospital Melbourne, Melbourne, VIC, Australia
| | - Dylan Hansen
- Department of Rheumatology, St Vincent’s Hospital Melbourne, Melbourne, VIC, Australia
| | - Susanna Proudman
- Department of Medicine, University of Adelaide, Adelaide, SA, Australia
- Department of Rheumatology, Royal Adelaide Hospital, Adelaide, SA, Australia
| | - Joanne Sahhar
- Department of Rheumatology, Monash Health, Melbourne, VIC, Australia
- Department of Medicine, Monash University, Melbourne, VIC, Australia
| | - Gene-Siew Ngian
- Department of Rheumatology, Monash Health, Melbourne, VIC, Australia
- Department of Medicine, Monash University, Melbourne, VIC, Australia
| | | | - Jennifer Walker
- Department of Rheumatology, Royal Adelaide Hospital, Adelaide, SA, Australia
| | - Lauren V Host
- Department of Rheumatology, Fiona Stanley Hospital, Perth, WA, Australia
| | - Wendy Stevens
- Department of Rheumatology, St Vincent’s Hospital Melbourne, Melbourne, VIC, Australia
| | - Nava Ferdowsi
- Department of Rheumatology, St Vincent’s Hospital Melbourne, Melbourne, VIC, Australia
| | - Maryam Tabesh
- Department of Rheumatology, St Vincent’s Hospital Melbourne, Melbourne, VIC, Australia
| | - Mandana Nikpour
- University of Sydney School of Public Health, University of Sydney, Sydney, NSW, Australia
- Department of Rheumatology, Royal Prince Alfred Hospital, Sydney, NSW, Australia
- Sydney Musculoskeletal Research Flagship Centre, University of Sydney, Sydney, NSW, Australia
| | - Laura Ross
- Department of Medicine at St Vincent’s Hospital Melbourne, University of Melbourne, Melbourne, VIC, Australia
- Department of Rheumatology, St Vincent’s Hospital Melbourne, Melbourne, VIC, Australia
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Falasinnu T, Lu D, Baker MC. Annual trends in pain management modalities in patients with newly diagnosed autoimmune rheumatic diseases in the USA from 2007 to 2021: an administrative claims-based study. THE LANCET. RHEUMATOLOGY 2024; 6:e518-e527. [PMID: 38945137 PMCID: PMC11299796 DOI: 10.1016/s2665-9913(24)00120-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2023] [Revised: 04/24/2024] [Accepted: 04/30/2024] [Indexed: 07/02/2024]
Abstract
BACKGROUND Autoimmune rheumatic diseases have distinct pathogenic mechanisms and are causes of disability and increased mortality worldwide. In this study, we aimed to examine annual trends in pain management modalities among patients with autoimmune rheumatic diseases. METHODS We identified newly diagnosed patients with ankylosing spondylitis, psoriatic arthritis, rheumatoid arthritis, Sjögren's syndrome, systemic sclerosis, or systemic lupus erythematosus (SLE) in the Merative Marketscan Research Databases from 2007 to 2021. The database includes deidentified inpatient and outpatient health encounters with employment-sponsored health insurance claims in the USA. We found minimal occurrences of multiple overlapping conditions and included only the initial recorded diagnosis for each patient. We determined the annual incidence of patients treated with opioids, anticonvulsants, antidepressants, skeletal muscle relaxants, non-steroidal anti-inflammatory drugs (NSAIDs), topical analgesics, and physical therapy in the year following diagnosis. Logistic regression was used to estimate the association between calendar year and outcomes, adjusted for age, sex, and region. FINDINGS We included 141 962 patients: 10 927 with ankylosing spondylitis, 21 438 with psoriatic arthritis, 71 393 with rheumatoid arthritis, 16 718 with Sjögren's syndrome, 18 018 with SLE, and 3468 with systemic sclerosis. 107 475 (75·7%) were women and 34 487 (24·3%) were men. Overall, the incidence of opioid use increased annually until 2014 by 4% (adjusted odds ratio [aOR] 1·04 [95% CI 1·03-1·04]) and decreased annually by 15% after 2014 (0·85 [0·84-0·86]). The incidence of physical therapy use increased annually by 5% until 2014 (aOR 1·05 [95% CI 1·04-1·06]), with a slight decrease annually by 1% after 2014 (0·99 [0·98-1·00]). The incidence of anticonvulsant use increased annually by 7% until 2014 (aOR 1·07 [95% CI 1·07-1·08]) and did not significantly change after 2014 (1·00 [0·99-1·00]). Before 2014, the incidence of NSAIDs use increased by 2% annually (aOR 1·02 [95% CI 1·02-1·03]); however, after 2014, the incidence decreased annually by 5% (0·95 [0·95-0·96]). These trends did not differ by sex except for NSAID use before 2014 (pinteraction=0·02) and topical analgesic use after 2014 (pinteraction=0·0100). INTERPRETATION Since 2014, the use of non-opioid pain management modalities has increased or stabilised, whereas opioid and NSAID use has declined. Future studies are needed to evaluate the effectiveness of these changes, and the effects they have had on outcomes such as quality of life, disability, and function. FUNDING National Institute of Arthritis and Musculoskeletal and Skin Diseases.
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Affiliation(s)
- Titilola Falasinnu
- Division of Immunology and Rheumatology, Department of Medicine, Stanford University, School of Medicine, Stanford, CA, USA; Department of Anesthesiology, Perioperative, and Pain Medicine, Stanford University, School of Medicine, Stanford, CA, USA.
| | - Di Lu
- Quantitative Sciences Unit, Stanford University, School of Medicine, Stanford, CA, USA
| | - Matthew C Baker
- Division of Immunology and Rheumatology, Department of Medicine, Stanford University, School of Medicine, Stanford, CA, USA
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Dal Santo T, Golberg M, Nassar EL, Carrier ME, Hu S, Kwakkenbos L, Bartlett SJ, Fox RS, Lee YC, Varga J, Benedetti A, Thombs BD. Protocol for the development of a tool to map systemic sclerosis pain sources, patterns, and management experiences: a Scleroderma Patient-centered Intervention Network patient-researcher partnership. BMC Rheumatol 2024; 8:28. [PMID: 38907303 PMCID: PMC11191384 DOI: 10.1186/s41927-024-00398-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2024] [Accepted: 06/11/2024] [Indexed: 06/23/2024] Open
Abstract
INTRODUCTION Systemic sclerosis (SSc) is a rare, complex autoimmune rheumatic disease with multiple factors that contribute to pain. People with SSc emphasize the effect pain has on their quality of life, but no studies have systematically examined the frequency and relative importance of different SSc pain sources, patterns of pain from different sources, and pain management experiences. Our objectives are to (1) develop a tool, jointly with researchers, health care providers, and patients, to map sources of pain in SSc, determine patterns of pain from different sources, and understand pain management experiences; and (2) administer the final tool version to participants in the large multinational Scleroderma Patient-centered Intervention Network (SPIN) Cohort. METHODS First, we will use validated pain assessment tools as templates to develop an initial version of our pain assessment tool, and we will obtain input from patient advisors to adapt it for SSc. The tool will include questions on pain sources, pain patterns, pain intensity, pain management techniques, and barriers to pain management in SSc. Second, we will conduct nominal group technique sessions with people living with SSc and health care providers who care for people with SSc to further refine the tool. Third, we will conduct individual usability testing sessions with SPIN Cohort participants. Once the tool has been finalized, we will administer it to individuals in the multinational SPIN Cohort, which currently includes over 1,300 active participants from 54 sites in 7 countries. We will perform unsupervised clustering using the KAy-Means for MIxed LArge data (KAMILA) method to identify participant subgroups with similar profiles of pain sources (present or absent) and to evaluate predictors of subgroup membership. We will use latent profile analysis to identify subgroups of participants with similar profiles based on pain intensity scores for each pain source and evaluate predictors. DISCUSSION Once completed, our pain assessment tool will allow our team and other researchers to map sources of pain in SSc and to understand pain management experiences of people living with SSc. This knowledge will provide avenues for studies on the pathophysiology of pain in SSc and studies of interventions to improve pain management.
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Affiliation(s)
- Tiffany Dal Santo
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
- Department of Psychiatry, McGill University, Montreal, QC, Canada
| | - Meira Golberg
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
| | - Elsa-Lynn Nassar
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
- Department of Psychology, McGill University, Montreal, QC, Canada
| | - Marie-Eve Carrier
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
| | - Sophie Hu
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, QC, Canada
| | - Linda Kwakkenbos
- Department of Clinical Psychology, Behavioural Science Institute, Radboud University, Nijmegen, the Netherlands
- Department of IQ Health, Radboud University Medical Center, Nijmegen, Netherlands
- Centre for Mindfulness, Department of Psychiatry, Radboud University Medical Center, Nijmegen, the Netherlands
| | | | - Rina S Fox
- College of Nursing, University of Arizona, Tucson, AZ, USA
| | - Yvonne C Lee
- Department of Medicine (Rheumatology) and Preventive Medicine, Northwestern University, Evanston, IL, USA
| | - John Varga
- Department of Internal Medicine, Division of Rheumatology), University of Michigan, Ann Arbor, Michigan, USA
| | - Andrea Benedetti
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, QC, Canada
- Research Institute of the McGill University Health Centre, Montreal, QC, Canada
- Respiratory Epidemiology and Clinical Research Unit, McGill University Health Centre, Montreal, QC, Canada
| | - Brett D Thombs
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.
- Department of Psychiatry, McGill University, Montreal, QC, Canada.
- Department of Psychology, McGill University, Montreal, QC, Canada.
- Department of Epidemiology, Biostatistics, and Occupational Health, McGill University, Montreal, QC, Canada.
- Department of Medicine, McGill University, Montreal, QC, Canada.
- Biomedical Ethics Unit, McGill University, Montreal, QC, Canada.
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Heyne S, Haufe E, Beissert S, Schmitt J, Günther C. Determinants of Depressive Symptoms, Quality of Life, Subjective Health Status and Physical Limitation in Patients with Systemic Sclerosis. Acta Derm Venereol 2023; 103:adv6502. [PMID: 37671777 PMCID: PMC10496846 DOI: 10.2340/actadv.v103.6502] [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: 12/22/2022] [Accepted: 07/11/2023] [Indexed: 09/07/2023] Open
Abstract
Systemic sclerosis is a progressive connective tissue disease for which there is limited knowledge about physical limitations, quality of life and depression. The aim of this study was to assess these parameters during the disease process of systemic sclerosis, in a cross- sectional study of 79 patients and a longitudinal study of 33 patients over 10 years. Medical data were collected by physicians' questionnaires and sociodemographic data, pain, physical limitation, quality of life, subjective health status, risk of depressive symptoms by patients' questionnaires. Data analysis was descriptive and exploratory. Cross-tabulations, χ2 test and Student's t-test were used for calculations, Pearson's correlation to measure dependencies, and logistic regression analyses for categorized parameters. The cross-sectional analysis of 79 patients with systemic sclerosis (81% female, mean ± standard deviation age 61.5 ± 12.6 years) demonstrated a higher rate of patients with risk of depressive symptoms (42.3%) higher physical limitations, lower quality of life, and subjective health status than reference values for the general German population. Moderate to strong correlations between disease-related physical limitation, quality of life, subjective health status, risk of depressive symptoms and pain were detected (correlation according to Pearson -0.459 to -0.638, p < 0.001). Longitudinal analysis revealed a significant increase in disease activity, pain, physical limitation and risk of depressive symptoms (p < 0.001) during the disease process. This study demonstrates that nearly half of patients with systemic sclerosis probably experience depressive symptoms. The rate of patients with risk of depressive symptoms, pain and physical limitations increased during the systemic sclerosis disease process. Health-related quality of life and state of health declined, indicating the need for better interdisciplinary care for patients with systemic sclerosis.
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Affiliation(s)
- Stefanie Heyne
- Department of Dermatology, University Hospital Dresden at Technical University Dresden, Dresden, Germany.
| | - Eva Haufe
- Institute of Evidence-Based Healthcare, Technical University Dresden, Dresden, Germany
| | - Stefan Beissert
- Department of Dermatology, University Hospital Dresden at Technical University Dresden, Dresden, Germany
| | - Jochen Schmitt
- Institute of Evidence-Based Healthcare, Technical University Dresden, Dresden, Germany
| | - Claudia Günther
- Department of Dermatology, University Hospital Dresden at Technical University Dresden, Dresden, Germany
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Murphy SL, Chen YT, Lee YC, Carns M, Aren K, Korman B, Hinchcliff M, Varga J. Differences in symptom experience among patients with systemic sclerosis: a cluster analytic approach to identifying subgroups. Rheumatology (Oxford) 2023; 62:SI64-SI73. [PMID: 35920770 PMCID: PMC9910572 DOI: 10.1093/rheumatology/keac444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 06/22/2022] [Accepted: 07/27/2022] [Indexed: 02/07/2023] Open
Abstract
OBJECTIVES Symptoms of people who have SSc are heterogeneous and difficult to address clinically. Because diverse symptoms often co-occur and may share common underlying mechanisms, identifying symptoms that cluster together may better target treatment approaches. We sought to identify and characterize patient subgroups based on symptom experience. METHODS An exploratory hierarchical agglomerative cluster analysis was conducted to identify subgroups from a large SSc cohort from a single US academic medical centre. Patient-reported symptoms of pain interference, fatigue, sleep disturbance, dyspnoea, depression and anxiety were used for clustering. A multivariate analysis of variance (MANOVA) was used to examine the relative contribution of each variable across subgroups. Analyses of variance were performed to determine participant characteristics based on subgroup assignment. Presence of symptom clusters were tallied within subgroup. RESULTS Participants (n = 587; 84% female, 41% diffuse cutaneous subtype, 59% early disease) divided into three subgroups via cluster analysis based on symptom severity: (i) no/minimal, (ii) mild, and (iii) moderate. Participants in mild and moderate symptoms subgroups had similar disease severity, but different symptom presentation. In the mild symptoms subgroup, pain, fatigue and sleep disturbance was the main symptom cluster. Participants in the moderate symptoms subgroup were characterized by co-occurring pain, fatigue, sleep disturbance, depression and anxiety. CONCLUSION Identification of distinct symptom clusters, particularly among SSc patients who experience mild and moderate symptoms, suggests potential differences in treatment approach and in mechanisms underlying symptom experience that require further study.
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Affiliation(s)
- Susan L Murphy
- Department of Physical Medicine and Rehabilitation
- Division of Rheumatology
- Michigan Medicine Scleroderma Program, University of Michigan, Ann Arbor, MI
| | - Yen T Chen
- Department of Physical Medicine and Rehabilitation
- Michigan Medicine Scleroderma Program, University of Michigan, Ann Arbor, MI
| | | | - Mary Carns
- Division of Rheumatology
- Divisions of Pulmonary and Critical Care Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Kathleen Aren
- Division of Rheumatology
- Divisions of Pulmonary and Critical Care Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL
| | - Benjamin Korman
- Division of Allergy-Immunology, and Rheumatology, University of Rochester Medical Center, Rochester, NY
| | - Monique Hinchcliff
- Section of Rheumatology, Allergy and Immunology, Yale School of Medicine, Yale University, New Haven, CT, USA
| | - John Varga
- Division of Rheumatology
- Michigan Medicine Scleroderma Program, University of Michigan, Ann Arbor, MI
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Efrimescu C, Donnelly S, Buggy D. Systemic sclerosis. Part I: epidemiology, diagnosis and therapy. BJA Educ 2023; 23:66-75. [PMID: 36686888 PMCID: PMC9845554 DOI: 10.1016/j.bjae.2022.10.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/13/2022] [Indexed: 01/12/2023] Open
Affiliation(s)
- C.I. Efrimescu
- Mater Misericordiae University Hospital, Dublin, Ireland
| | - S. Donnelly
- Mater Misericordiae University Hospital, Dublin, Ireland
- University College Dublin, Dublin, Ireland
| | - D.J. Buggy
- Mater Misericordiae University Hospital, Dublin, Ireland
- University College Dublin, Dublin, Ireland
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Baerwald C. Prioritising pain in patients with systemic sclerosis. THE LANCET. RHEUMATOLOGY 2021; 3:e821-e823. [PMID: 38287627 DOI: 10.1016/s2665-9913(21)00350-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/22/2021] [Accepted: 10/22/2021] [Indexed: 01/31/2024]
Affiliation(s)
- Christoph Baerwald
- Rheumatology Unit, Department for Internal Medicine, Neurology and Dermatology, University Hospital, Leipzig 04103, Germany.
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Systemischer Sklerose: nicht-krankheitsspezifische Schmerzen bei früher Erkrankung. AKTUEL RHEUMATOL 2021. [DOI: 10.1055/a-1406-7314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Patienten mit systemischer Sklerose (SSc) leiden häufig an chronischen Schmerzen. Eine neue Studie aus der Schweiz zeigt, dass auch Patienten mit früher Erkrankung an chronischen Schmerzen leiden können und die Beschwerden nicht spezifisch für die Erkrankung sein müssen.
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