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Khot S, Tackley G, Choy E. How to Distinguish Non-Inflammatory from Inflammatory Pain in RA? Curr Rheumatol Rep 2024; 26:403-413. [PMID: 39120749 DOI: 10.1007/s11926-024-01159-4] [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] [Accepted: 07/17/2024] [Indexed: 08/10/2024]
Abstract
PURPOSE OF THE REVIEW Managing non-inflammatory pain in rheumatoid arthritis (RA) can be a huge burden for the rheumatologist. Pain that persists despite optimal RA treatment is extremely challenging for patient and physician alike. Here, we outline the latest research relevant to distinguishing non-inflammatory from inflammatory RA pain and review the current understanding of its neurobiology and management. RECENT FINDINGS Nociplastic pain is a recently introduced term by the international pain community. Its definition encompasses the non-inflammatory pain of RA and describes pain that is not driven by inflamed joints or compromised nerves, but that is instead driven by a functional reorganisation of the central nervous system (CNS). Insights from all areas of nociplastic pain research, including fibromyalgia, support a personalised pain management approach for non-inflammatory pain of RA, with evidence-based guidelines favouring use of non-pharmacological interventions. Future developments include novel CNS targeting pharmacotherapeutic approaches to treat nociplastic pain.
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Affiliation(s)
- Sharmila Khot
- Department of Anaesthesia, Intensive Care and Pain Medicine, Cardiff and Vale University Health Board, Cardiff CF14 4XW and Cardiff University Brain Research Imaging Centre (CUBRIC), Cardiff University, Maindy Road, Cardiff, Wales, CF24 4HQ, UK.
| | - George Tackley
- Cardiff University Brain Research Imaging Centre (CUBRIC), Cardiff University, Maindy Road, Cardiff, Wales, CF24 4HQ, UK
| | - Ernest Choy
- Head of Rheumatology and Translational Research at the Division of Infection and Immunity and Director of the Cardiff Regional Experimental Arthritis Treatment and Evaluation (CREATE) Centre at Cardiff University School of Medicine, Cardiff, Wales, UK, CF14 4YS
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Lojacono M, McClenahan BJ, Borgehammar JS, Young JL, Schenk RJ, Rhon DI. Associations between smoking history, baseline pain interference and symptom distribution, and physical function at discharge, in individuals seeking care for musculoskeletal pain. Addict Behav 2024; 158:108133. [PMID: 39163696 DOI: 10.1016/j.addbeh.2024.108133] [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: 01/25/2024] [Revised: 07/13/2024] [Accepted: 08/12/2024] [Indexed: 08/22/2024]
Abstract
OBJECTIVE Study of the association between smoking and pain intensity has produced conflicting results; with less focus on pain interference. Different pain constructs could have varying associations with smoking behaviors. This study sought to investigate the association between smoking history and not only pain intensity, but also pain interference, symptom distribution and physical function. METHODS Smoking history (current, past, or none), pain interference (Pain, Enjoyment of Life, and General Activity scale), symptom distribution and physical function scores were extracted from medical records of patients seen in physical therapy for common sites of musculoskeletal pain (lumbar and cervical spine, knee, or hip). Generalized linear models assessed the relationship between smoking history and pain/function. RESULTS 833 patients from an integrated healthcare system were included (mean: 57.6 years, SD=16.3; 43 % male). After controlling for several variables, current smokers had significantly higher baseline pain interference scores compared to never and former smokers (beta [B]: 0.65, 95 %CI: 0.13 to 1.18, P=.02). Smoking was not a significant predictor of symptom distribution at baseline [B: 0.17, 95 %CI -0.06 to 0.42, P=.16] or physical function scores at discharge [B: -0.03, 95 %CI: -0.08 to 0.02, P=.25]. CONCLUSION Smokers experienced a greater impact of pain at baseline. However, symptom distribution at intake and function upon discharge were similar between all smoking groups. These findings suggest smoking cessation and abstinence may be important recommendations to help curb pain interference.
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Affiliation(s)
- Margaux Lojacono
- Doctor of Science in Physical Therapy Program, Bellin College, 3201 Eaton Rd, Green Bay, WI 54311, USA.
| | - Brian J McClenahan
- Doctor of Science in Physical Therapy Program, Bellin College, 3201 Eaton Rd, Green Bay, WI 54311, USA; Rehabilitation Department, WellSpan, Quentin Circle, 950 Isabel Dr., Lebanon, PA 17042, USA.
| | - Jane S Borgehammar
- Doctor of Science in Physical Therapy Program, Bellin College, 3201 Eaton Rd, Green Bay, WI 54311, USA.
| | - Jodi L Young
- Doctor of Science in Physical Therapy Program, Bellin College, 3201 Eaton Rd, Green Bay, WI 54311, USA.
| | - Ronald J Schenk
- Doctor of Physical Therapy Program, Tufts University School of Medicine, 136 Harrison AvenueBoston, MA 02111, USA.
| | - Daniel I Rhon
- Doctor of Science in Physical Therapy Program, Bellin College, 3201 Eaton Rd, Green Bay, WI 54311, USA; Department of Rehabilitation Medicine, Uniformed Services University of Health Sciences School of Medicine, 4301 Jones Bridge Road, Bethesda, MD, USA.
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Bird A, Oakden-Rayner L, Smith LA, Zeng M, Ray S, Proudman S, Palmer LJ. Prognostic modeling in early rheumatoid arthritis: reconsidering the predictive role of disease activity scores. Clin Rheumatol 2024; 43:1503-1512. [PMID: 38536518 PMCID: PMC11018671 DOI: 10.1007/s10067-024-06946-z] [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: 12/21/2023] [Revised: 02/23/2024] [Accepted: 03/20/2024] [Indexed: 04/16/2024]
Abstract
OBJECTIVE In this prospective cohort study, we provide several prognostic models to predict functional status as measured by the modified Health Assessment Questionnaire (mHAQ). The early adoption of the treat-to-target strategy in this cohort offered a unique opportunity to identify predictive factors using longitudinal data across 20 years. METHODS A cohort of 397 patients with early RA was used to develop statistical models to predict mHAQ score measured at baseline, 12 months, and 18 months post diagnosis, as well as serially measured mHAQ. Demographic data, clinical measures, autoantibodies, medication use, comorbid conditions, and baseline mHAQ were considered as predictors. RESULTS The discriminative performance of models was comparable to previous work, with an area under the receiver operator curve ranging from 0.64 to 0.88. The most consistent predictive variable was baseline mHAQ. Patient-reported outcomes including early morning stiffness, tender joint count (TJC), fatigue, pain, and patient global assessment were positively predictive of a higher mHAQ at baseline and longitudinally, as was the physician global assessment and C-reactive protein. When considering future function, a higher TJC predicted persistent disability while a higher swollen joint count predicted functional improvements with treatment. CONCLUSION In our study of mHAQ prediction in RA patients receiving treat-to-target therapy, patient-reported outcomes were most consistently predictive of function. Patients with high disease activity due predominantly to tenderness scores rather than swelling may benefit from less aggressive treatment escalation and an emphasis on non-pharmacological therapies, allowing for a more personalized approach to treatment. Key Points • Long-term use of the treat-to-target strategy in this patient cohort offers a unique opportunity to develop prognostic models for functional outcomes using extensive longitudinal data. • Patient reported outcomes were more consistent predictors of function than traditional prognostic markers. • Tender joint count and swollen joint count had discordant relationships with future function, adding weight to the possibility that disease activity may better guide treatment when the components are considered separately.
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Affiliation(s)
- Alix Bird
- Australian Institute of Machine Learning, University of Adelaide, Corner Frome Road and North Terrace, Adelaide, SA, 5000, Australia.
- School of Public Health, The University of Adelaide, North Terrace, Adelaide, SA, 5000, Australia.
| | - Lauren Oakden-Rayner
- Australian Institute of Machine Learning, University of Adelaide, Corner Frome Road and North Terrace, Adelaide, SA, 5000, Australia
- School of Public Health, The University of Adelaide, North Terrace, Adelaide, SA, 5000, Australia
| | - Luke A Smith
- Australian Institute of Machine Learning, University of Adelaide, Corner Frome Road and North Terrace, Adelaide, SA, 5000, Australia
- School of Public Health, The University of Adelaide, North Terrace, Adelaide, SA, 5000, Australia
| | - Minyan Zeng
- Australian Institute of Machine Learning, University of Adelaide, Corner Frome Road and North Terrace, Adelaide, SA, 5000, Australia
- School of Public Health, The University of Adelaide, North Terrace, Adelaide, SA, 5000, Australia
| | - Shonket Ray
- Australian Institute of Machine Learning, University of Adelaide, Corner Frome Road and North Terrace, Adelaide, SA, 5000, Australia
- Artificial Intelligence and Machine Learning, GSK Plc, South San Francisco, CA, USA
| | - Susanna Proudman
- Department of Rheumatology, Royal Adelaide Hospital, Adelaide, SA, 5000, Australia
| | - Lyle J Palmer
- Australian Institute of Machine Learning, University of Adelaide, Corner Frome Road and North Terrace, Adelaide, SA, 5000, Australia
- School of Public Health, The University of Adelaide, North Terrace, Adelaide, SA, 5000, Australia
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Abe T, Tamura M, Azuma N, Matsui K. The role of pain catastrophizing in pain perception among patients with rheumatoid arthritis without clinical signs of inflammation. Musculoskeletal Care 2023; 21:694-701. [PMID: 36748978 DOI: 10.1002/msc.1740] [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: 01/12/2023] [Revised: 01/20/2023] [Accepted: 01/25/2023] [Indexed: 06/18/2023]
Abstract
OBJECTIVE Pain in rheumatoid arthritis (RA) is considered to be associated with non-inflammatory factors, including physical disabilities, psychiatric disorders, and pain catastrophizing (PC). PC is reportedly a key driver in the development of pain in patients with RA without clinical signs of inflammation; however, previous studies enroled patients with RA who were potentially in an inflammatory state. Hence, our aim was to investigate the role of PC as the possible link between pain, physical disabilities, and psychiatric disorders in patients with RA without clinical signs of inflammation. MATERIALS AND METHODS In this cross-sectional study, 81 patients with RA without clinical signs of inflammation were included; all patients had serum C-reactive protein levels <0.5 mg/dL, without any inflammatory joints. We examined the demographic and clinical data and administered the pain visual analogue scale (VAS), pain catastrophizing scale (PCS), Health Assessment Questionnaire Disability Index (HAQ-DI), and patient version of the Brief Scale for Psychiatric Problems in Orthopaedic Patients (pBS-POP). A series of multivariate-adjusted multiple regression analyses were performed to examine the associations between PC and pain intensity, physical disabilities, and psychiatric disorders. RESULTS We found associations between all the above-mentioned variables in separate models with HAQ-DI, pBS-POP, and PCS scores. However, in the model associated with pain VAS, the PCS score (β = 0.34, p = 0.0073) emerged as the only variable showing a statistically significant association. CONCLUSIONS PC is associated with pain in patients with RA without clinical signs of inflammation, and this association may be mediated through pathways involving physical disabilities and psychiatric disorders.
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Affiliation(s)
- Takeo Abe
- Division of Diabetes, Endocrinology and Clinical Immunology, Department of Internal Medicine, Hyogo Medical University, Nishinomiya, Hyogo, Japan
- Department of Rheumatology Medicine, Kobe City Medical Center West Hospital, Kobe-shi, Hyogo, Japan
| | - Masao Tamura
- Division of Diabetes, Endocrinology and Clinical Immunology, Department of Internal Medicine, Hyogo Medical University, Nishinomiya, Hyogo, Japan
- Department of Rheumatology Medicine, Kobe City Medical Center West Hospital, Kobe-shi, Hyogo, Japan
| | - Naoto Azuma
- Division of Diabetes, Endocrinology and Clinical Immunology, Department of Internal Medicine, Hyogo Medical University, Nishinomiya, Hyogo, Japan
| | - Kiyoshi Matsui
- Division of Diabetes, Endocrinology and Clinical Immunology, Department of Internal Medicine, Hyogo Medical University, Nishinomiya, Hyogo, Japan
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Seet D, Yeo SI, Aw MH, Dhanasekaran P, Mui-San Lim R, Koh LW, Lahiri M. Smoking, but not use of complementary and alternative medicine predicts residual functional disability in patients with inflammatory arthritis on biologic disease-modifying anti-rheumatic drugs: Results from the Singapore National Biologics Register. Int J Rheum Dis 2023; 26:510-518. [PMID: 36737417 DOI: 10.1111/1756-185x.14590] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 12/09/2022] [Accepted: 01/16/2023] [Indexed: 02/05/2023]
Abstract
AIMS To describe inflammatory arthritis (IA) patients initiating biologic disease-modifying anti-rheumatic drugs (bDMARDs) who use complementary and alternative medicine (CAM), and determine the impact of CAM on predicting modified Health Assessment Questionnaire (mHAQ) at 6 months. METHODS This was a prospective inception cohort study of patients ≥21 years old initiating a bDMARD for IA after July 2016. Data were obtained via questionnaires and abstraction from medical records. Baseline characteristics between ever-CAM and CAM non-users were compared. CAM as a predictor of mHAQ ≥1 at 6 months after bDMARD initiation was analyzed using multivariate logistic regression, adjusting for other baseline characteristics. RESULTS We recruited 299 patients (36.2% male, mean age 49.0 years). There were 45.8% who had rheumatoid arthritis, 54.2% had a spondyloarthropathy, median disease duration of 1.1 years and median mHAQ of 0.4. Compared to CAM non-users, ever-CAM users had a lower mean body mass index, were less likely to speak English, and more likely to smoke and drink alcohol. There was no association of CAM use with high mHAQ and no interaction with smoking. Smoking (odds ratio [OR] 938.9; 95% CI 3.20-275 884.1), baseline mHAQ (OR 252.2; 95% CI 5.34-11 899.2) and Charlson's Comorbidity Index score ≥4 (OR 237.4; 95% CI 1.22-46 184.4) independently predicted high mHAQ at 6 months. CONCLUSIONS CAM use was not associated with high mHAQ at 6 months. Smoking was an independent predictor of residual functional disability at 6 months, even after adjusting for age, comorbidity and baseline mHAQ. Greater emphasis on smoking cessation may improve long-term functional outcomes in IA patients on bDMARDs.
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Affiliation(s)
- Dominic Seet
- Department of General Medicine, Sengkang General Hospital, Singapore City, Singapore
| | - Siaw Ing Yeo
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore City, Singapore
| | - Man Hua Aw
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore City, Singapore
| | - Preeti Dhanasekaran
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore City, Singapore
| | - Rosa Mui-San Lim
- Department of Rheumatology, Allergy and Immunology, Tan Tock Seng Hospital, Singapore City, Singapore
| | - Li Wearn Koh
- Department of Rheumatology, Allergy and Immunology, Tan Tock Seng Hospital, Singapore City, Singapore
| | - Manjari Lahiri
- Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore, Singapore City, Singapore.,Division of Rheumatology, Department of Medicine, National University Hospital, Singapore City, Singapore
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Gwinnutt JM, Norton S, Hyrich KL, Lunt M, Combe B, Rincheval N, Ruyssen-Witrand A, Fautrel B, McWilliams DF, Walsh DA, Nikiphorou E, Kiely PDW, Young A, Chipping JR, MacGregor A, Verstappen SMM. Exploring the disparity between inflammation and disability in the 10-year outcomes of people with rheumatoid arthritis. Rheumatology (Oxford) 2022; 61:4687-4701. [PMID: 35274696 PMCID: PMC9707289 DOI: 10.1093/rheumatology/keac137] [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: 01/07/2022] [Accepted: 02/25/2022] [Indexed: 01/10/2023] Open
Abstract
OBJECTIVES To identify groups of people with RA with different disability trajectories over 10 years, despite comparable levels of inflammation. METHODS Data for this analysis came from three European prospective cohort studies of people with RA [Norfolk Arthritis Register (NOAR), Early RA Network (ERAN), Étude et Suivi des Polyarthrites Indifférenciées Récentes (ESPOIR)]. Participants were assessed regularly over 8 (ERAN) to 10 (NOAR/ESPOIR) years. Inclusion criteria were: recruited after 1 January 2000, <24 months baseline symptom duration, and disability (HAQ) and inflammation [two-component DAS28 (DAS28-2C)] recorded at baseline and at one other follow-up. People in each cohort also completed patient-reported outcome measures at each assessment (pain, fatigue, depressive symptoms). Group-based trajectory models were used to identify distinct groups of people with similar HAQ and DAS28-2C trajectories over follow-up. RESULTS This analysis included 2500 people with RA (NOAR: 1000, ESPOIR: 766, ERAN: 734). ESPOIR included more women and the participants were younger [mean (standard deviation) age: NOAR: 57.1 (14.6), ESPOIR: 47.6 (12.5), ERAN: 56.8 (13.8); women: NOAR: 63.9%, ESPOIR: 76.9%, ERAN: 69.1%). Within each cohort, two pairs of trajectories following the hypothesized pattern (comparable DAS28-2Cs but different HAQs) were identified. Higher pain, fatigue and depressive symptoms were associated with increased odds of being in the high HAQ trajectories. CONCLUSION Excess disability is persistent in RA. Controlling inflammation may not be sufficient to alleviate disability in all people with RA, and effective pain, fatigue and mood management may be needed in some groups to improve long-term function.
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Affiliation(s)
- James M Gwinnutt
- Correspondence to: James M Gwinnutt, Centre for Epidemiology Versus Arthritis, Centre for Musculoskeletal Research, Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, University of Manchester, Manchester Academic Health Science Centre, Manchester M13 9PT, UK. E-mail:
| | - Sam Norton
- Health Psychology Section, Institute of Psychiatry, Psychology and Neuroscience,Centre for Rheumatic Diseases, Department of Inflammation Biology, Faculty of Life Sciences and Medicine, King’s College London, London
| | - Kimme L Hyrich
- Centre for Epidemiology Versus Arthritis, Division of Musculoskeletal and Dermatological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester,NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Mark Lunt
- Centre for Epidemiology Versus Arthritis, Division of Musculoskeletal and Dermatological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester
| | | | - Nathalie Rincheval
- Laboratory of Biostatistics and Epidemiology, University of Montpellier, Montpellier
| | - Adeline Ruyssen-Witrand
- Centre de Rhumatologie, Hôpital Purpan,Faculté de Médecine, Université Toulouse III, Paul Sabatier University, Inserm UMR1027, Toulouse
| | - Bruno Fautrel
- Department of Rheumatology, Sorbonne University—Assistance Publique Hôpitaux de Paris, Pitie Salpetriere Hospital,PEPITES team, Pierre Louis Institute of Epidemiology and Public Health, INSERM UMRS 1136, Paris, France
| | - Daniel F McWilliams
- Pain Centre Versus Arthritis, University of Nottingham,NIHR Nottingham Biomedical Research Centre, Nottingham
| | - David A Walsh
- Pain Centre Versus Arthritis, University of Nottingham,NIHR Nottingham Biomedical Research Centre, Nottingham,Department of Rheumatology, Sherwood Forest Hospitals NHS Foundation Trust, Sutton in Ashfield
| | - Elena Nikiphorou
- Centre for Rheumatic Diseases, Department of Inflammation Biology, Faculty of Life Sciences and Medicine, King’s College London, London,Rheumatology Department, King’s College Hospital
| | - Patrick D W Kiely
- Department of Rheumatology, St George’s University Hospitals NHS Foundation Trust,Institute of Medical and Biomedical Education, St George’s University of London, London
| | - Adam Young
- Centre for Health Services and Clinical Research, Life and Medical Sciences, University of Hertfordshire, Hatfield
| | - Jacqueline R Chipping
- Norwich Medical School, University of East Anglia,Rheumatology Department, Norfolk and Norwich University Hospitals NHS Trust, Norwich, UK
| | - Alex MacGregor
- Norwich Medical School, University of East Anglia,Rheumatology Department, Norfolk and Norwich University Hospitals NHS Trust, Norwich, UK
| | - Suzanne M M Verstappen
- Centre for Epidemiology Versus Arthritis, Division of Musculoskeletal and Dermatological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester,NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
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The point of no return? Functional disability transitions in patients with and without rheumatoid arthritis: A population-based cohort study. Semin Arthritis Rheum 2022; 52:151941. [PMID: 35000788 PMCID: PMC8810705 DOI: 10.1016/j.semarthrit.2021.12.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 11/03/2021] [Accepted: 12/07/2021] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To assess transition probability between different levels of functional disability (FD) and time spent with FD in patients with versus without rheumatoid arthritis (RA) after RA incidence/index date. METHODS This retrospective population-based cohort study included Olmsted County, Minnesota residents (1987 ACR criteria met in 1999-2013) and comparators without RA from the same area with similar age, sex and RA incidence/index date. Activities of Daily Living (ADL) were obtained by self-report questionnaires annually since 1999. FD was defined as having difficulty with ≥1 ADL. Multistate modeling was used to estimate the probability of transitioning between FD states. RESULTS Five hundred fifty-eight patients with RA and 457 comparators completed ≥2 questionnaires and were included. Patients with RA had increased risk of transitioning from no FD to FD: Hazard Ratio (HR) 2.4; 95%CI:1.9-3.0. Each additional FD at RA onset reduced the probability of returning to no FD by 14%. However, the probability of having ≥1 FD was stable between RA incidence and 10-year follow-up. In the first 15 years of disease, patients with RA spent on average 10.1 years without FD and 3.4 years with ≥1 FD versus 11.6 years and 2.0 years (p<0.001) in comparators. CONCLUSION Patients with RA remain functionally disadvantaged compared to individuals without RA. The likelihood of returning to no FD in RA decreases with each additional preexisting FD. However, the probability of FD does not increase within 10 years of RA onset, potentially reflective of the benefits of disease-modifying treatments in RA.
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Van Hoovels L, Studenic P, Sieghart D, Steiner G, Bossuyt X, Rönnelid J. Impact of autoimmune serology test results on RA classification and diagnosis. J Transl Autoimmun 2022; 5:100142. [PMID: 35036891 PMCID: PMC8749172 DOI: 10.1016/j.jtauto.2022.100142] [Citation(s) in RCA: 18] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2021] [Revised: 12/29/2021] [Accepted: 01/03/2022] [Indexed: 12/04/2022] Open
Abstract
Rheumatoid arthritis (RA) is the most common systemic autoimmune disease and also the most severe arthritic disorder. The measurement of rheumatoid factor (RF) and anti-citrullinated protein antibodies (ACPA) in serum supports the diagnosis of RA, which gained increasing significance over the last 65 years. However, a high variability between RF and ACPA methods has been described, impacting the diagnostic performance of the current ACR/EULAR RA classification criteria. The great number of commercially available assays, often lacking traceability to an international standard, is a major factor attributing to this in-between assay variability. The adoption of an international standard for ACPA, as is since long available for rheumatoid factor, is therefore highly desirable. Further harmonization in clinical interpretation of RF/ACPA assays could be obtained by harmonization of the cut-offs, for both the low and high antibody levels, based on predefined specificity in disease controls. Reporting test result specific likelihood ratios (LR) adds value in the interpretation of autoantibody tests. However, a good understanding of the control population used to define antibody test result interval-associated LRs is crucial in defining the diagnostic performance characteristics of antibody serology. Finally, specificity in RA classification can be improved by refining serological weight scoring taking into account the nature of the antibody, the antibody level and double RF + ACPA positivity.
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Affiliation(s)
- Lieve Van Hoovels
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium.,Department of Laboratory Medicine, OLV Hospital, Aalst, Belgium
| | - Paul Studenic
- Division of Rheumatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Division of Rheumatology, Department of Medicine (Solna), Karolinska Institutet, Stockholm, Sweden
| | - Daniela Sieghart
- Division of Rheumatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria
| | - Günter Steiner
- Division of Rheumatology, Department of Internal Medicine III, Medical University of Vienna, Vienna, Austria.,Ludwig Boltzmann Institute for Arthritis and Rehabilitation, Vienna, Austria
| | - Xavier Bossuyt
- Department of Microbiology, Immunology and Transplantation, KU Leuven, Leuven, Belgium.,Department of Laboratory Medicine, University Hospital Leuven, Leuven, Belgium
| | - Johan Rönnelid
- Department of Immunology, Genetics and Pathology, Uppsala University, Uppsala, Sweden
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9
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Brenner EJ, Long MD, Mann CM, Lin L, Chen W, Reyes C, Bahnson KM, Reeve BB, Kappelman MD. Anxiety and Depressive Symptoms Are Not Associated With Future Pediatric Crohn's Disease Activity. Inflamm Bowel Dis 2021; 28:728-733. [PMID: 34245258 PMCID: PMC9071096 DOI: 10.1093/ibd/izab162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Indexed: 12/09/2022]
Abstract
BACKGROUND Studies of adults with Crohn's disease (CD) suggest that poor mental health precedes worsening disease activity. We evaluated whether depression and/or anxiety forecast worsening pediatric CD disease activity. METHODS Through the Inflammatory Bowel Disease Partners Kids & Teens internet-based cohort, children with CD age 9 to 17 completed Patient-Reported Outcomes Measurement Information System (PROMIS) Pediatric measures and the short Crohn's disease activity index (sCDAI). Using general linear models, we examined how baseline PROMIS Pediatric anxiety and depressive symptom scores independently associate with subsequent sCDAI scores (average survey interval 6.4 months). Models included baseline PROMIS Pediatric anxiety and depressive symptoms scores, baseline sCDAI, sex, age, parental education, race/ethnicity, and prior IBD-related surgery. We performed a post hoc subanalysis of children in baseline remission (sCDAI <150) with otherwise identical models. RESULTS We analyzed 159 children with CD (mean age 14 years, 45% female, 84% in baseline remission). We found no association between baseline PROMIS Pediatric anxiety score and subsequent sCDAI (change in sCDAI for 3-point change in PROMIS Pediatric -0.89; 95% CI -4.81 to 3.03). Baseline PROMIS Pediatric depressive symptoms score was not associated with future sCDAI (change in sCDAI for 3-point change in PROMIS Pediatric <0.01; 95% CI -4.54 to 4.53). In a subanalysis of patients in remission at baseline, the lack of association remained. CONCLUSION We found that neither anxiety nor depressive symptoms associate with subsequent disease activity in pediatric CD. These findings contrast with adult IBD studies, thus underschoring the unique pathophysiology, natural history, and outcomes of pediatric CD.
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Affiliation(s)
- Erica J Brenner
- Department of Pediatric Gastroenterology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America,Address correspondence to: Erica J. Brenner, MD, University of North Carolina Department of Pediatric Gastroenterology, 333 S. Columbia St. 247 MacNider Hall, CB# 7229, Chapel Hill, NC, 27599, United States of America.
| | - Millie D Long
- Department of Gastroenterology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Courtney M Mann
- Department of Population Health Sciences, School of Medicine, Duke University, Durham, North Carolina, United States of America
| | - Li Lin
- Department of Population Health Sciences, School of Medicine, Duke University, Durham, North Carolina, United States of America
| | - Wenli Chen
- Department of Gastroenterology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
| | - Camila Reyes
- Office of Clinical Research, School of Medicine, Duke University, Durham, North Carolina, United States of America
| | - Kirsten M Bahnson
- Department of Population Health Sciences, School of Medicine, Duke University, Durham, North Carolina, United States of America
| | - Bryce B Reeve
- Department of Population Health Sciences, School of Medicine, Duke University, Durham, North Carolina, United States of America
| | - Michael D Kappelman
- Department of Pediatric Gastroenterology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, United States of America
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10
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Combe B, Rincheval N, Berenbaum F, Boumier P, Cantagrel A, Dieude P, Dougados M, Fautrel B, Flipo RM, Goupille P, Mariette X, Saraux A, Schaeverbeke T, Sibilia J, Vittecoq O, Daurès JP. Current favourable 10-year outcome of patients with early rheumatoid arthritis: data from the ESPOIR cohort. Rheumatology (Oxford) 2021; 60:5073-5079. [PMID: 33961011 DOI: 10.1093/rheumatology/keab398] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 04/27/2021] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVE To report the 10-year outcome of an inception cohort of patients with early rheumatoid arthritis (RA), the ESPOIR cohort, and predictors of outcome. METHODS From 2003 to 2005, 813 patients were included if they had early arthritis (< 6 months) with a high probability of RA and had never been prescribed DMARDs. Multivariate analysis was used to evaluate predictors of outcome. RESULTS In total, 521 (64.1%) RA patients were followed up for 10 years; 35 (4.3%) died which appears similar to the French general population. Overall, 480 (92.1%) patients received a DMARD; 174 (33.4%) received at least one biologic DMARD, 13.6% within 2 years. At year 10, 273 (52.4%) patients were in DAS28 remission, 40.1% in sustained remission, 14.1% in drug-free remission, 39.7% in CDAI remission. Half of the patients achieved a HAQ-DI < 0.5. SF-36 physical component and pain were well controlled. Structural progression was weak, with a mean change from baseline in modified Sharp score of 11.0 ± 17.9. Only 34 (6.5%) patients required major joint surgery. A substantial number of patients showed new comorbidities over 10 years. Positivity for ACPA was confirmed as a robust predictor of long-term outcome. CONCLUSIONS We report a very mild 10-year outcome of a large cohort of patients with early RA diagnosed in the early 2000s, which was much better than results for a previous cohort of patients who were recruited in 1993. This current favourable outcome may be related to more intensive care for real-life patients.
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Affiliation(s)
- Bernard Combe
- CHU Montpellier, Montpellier University, Montpellier, France
| | - Nathalie Rincheval
- CHU Montpellier, Montpellier University, Montpellier, France.,Statistiques, University Institute of Clinical Research, Montpellier, France
| | - Francis Berenbaum
- Sorbonne Université, INSERM CRSA, AP-HP Saint Antoine hospital, Paris, France
| | | | | | - Philippe Dieude
- Université de Paris, AP-HP, Hôpital Bichat, DMU Locomotion, UMR 1152, INSERM, Paris, France
| | - Maxime Dougados
- Paris-Descartes University; UPRES-EA 4058; Cochin Hospital, Paris
| | - Bruno Fautrel
- Sorbonne Université APHP, Pierre Louis Institute of Epidemiology and Public Health INSERM UMRS 1136, Rheumatology Department, Pitié Salpêtrière University Hospital, Paris, France
| | - René-Marc Flipo
- Lille University Hospital, Lille 2 University, Lille, France
| | - Philippe Goupille
- Université de Tours, EA 7501; CHU de Tours, CIC INSERM 1415, Tours, France
| | - Xavier Mariette
- Université Paris-Saclay, AP-HP, Hôpital Bicêtre, INSERM UMR1184, Le Kremlin Bicêtre, France
| | | | | | - Jean Sibilia
- Strasbourg University Hospital, Strasbourg, France
| | - Olivier Vittecoq
- Rheumatology Department & CIC-CRB 1404, Rouen University Hospital, Inserm U1234, Rouen, Normandy, France
| | - Jean-Pierre Daurès
- Statistiques, University Institute of Clinical Research, Montpellier, France
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11
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Machine-learning-based knowledge discovery in rheumatoid arthritis-related registry data to identify predictors of persistent pain. Pain 2021; 161:114-126. [PMID: 31479065 DOI: 10.1097/j.pain.0000000000001693] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Early detection of patients with chronic diseases at risk of developing persistent pain is clinically desirable for timely initiation of multimodal therapies. Quality follow-up registries may provide the necessary clinical data; however, their design is not focused on a specific research aim, which poses challenges on the data analysis strategy. Here, machine-learning was used to identify early parameters that provide information about a future development of persistent pain in rheumatoid arthritis (RA). Data of 288 patients were queried from a registry based on the Swedish Epidemiological Investigation of RA. Unsupervised data analyses identified the following 3 distinct patient subgroups: low-, median-, and high-persistent pain intensity. Next, supervised machine-learning, implemented as random forests followed by computed ABC analysis-based item categorization, was used to select predictive parameters among 21 different demographic, patient-rated, and objective clinical factors. The selected parameters were used to train machine-learned algorithms to assign patients pain-related subgroups (1000 random resamplings, 2/3 training, and 1/3 test data). Algorithms trained with 3-month data of the patient global assessment and health assessment questionnaire provided pain group assignment at a balanced accuracy of 70%. When restricting the predictors to objective clinical parameters of disease severity, swollen joint count and tender joint count acquired at 3 months provided a balanced accuracy of RA of 59%. Results indicate that machine-learning is suited to extract knowledge from data queried from pain- and disease-related registries. Early functional parameters of RA are informative for the development and degree of persistent pain.
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12
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Leung MH, Choy EHS, Lau CS. Cumulative patient-based disease activity monitoring in rheumatoid arthritis - predicts sustained remission, flare and treatment escalation. Semin Arthritis Rheum 2020; 50:749-758. [PMID: 32531504 DOI: 10.1016/j.semarthrit.2020.03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Revised: 03/18/2020] [Accepted: 03/24/2020] [Indexed: 11/25/2022]
Abstract
OBJECTIVE Patient-based Disease Activity Score 2 (PDAS2) had been developed for RA patients to self-assess and record disease activity in between clinic visits. This study explored the clinical utility of time-integrated cumulative PDAS2 (cPDAS2) on predicting sustained remission or low disease activity state (LDAS), flare and treatment escalation. METHODS We recruited 100 patients to record PDAS2 at home fortnightly between two consecutive clinic visits. Rheumatologists adjusted treatment according to disease activity recorded during clinic consultation while blinded to home PDAS2 scores. cPDAS2 calculated from the area-under-curve of all PDAS2 scores were compared with disease activities at both visits. cPDAS2 and ΔcPDAS2 (change from PDAS2 at the first visit) were tested to determine their ability to predict ACR/EULAR remission, SDAI flare-up (from remission/LDAS to moderate/high disease activity) and treatment escalation. Optimal cut-points were determined by Receiver Operator Characteristic curve. RESULTS Mean age of the patients was 59 years, mean RA duration 14 years, 90% were female, 71% seropositive and 64% in remission/LDAS. The home PDAS2 completion rate was 92%. PDAS2 scores were done 7.5 times every 15 days over a 16-week follow-up (all medians). The sensitivity of cPDAS2 in predicting Boolean/SDAI remission at two visits, DAS28, SDAI and CDAI remission or LDAS were 93%, 84%, 73% and 80% respectively. cPDAS2 ≥ 0.29 predicted flare (P = 0.04), with specificity 79% and negative predicting value (NPV) 88%. Rheumatologists' decision to escalate treatment was predicted by (cPDAS2 ≥ 4.33 and ΔcPDAS2 ≥ 0.059) (P = 0.007) with specificity 88% and NPV 89%, and (cPDAS2 ≥ 4.33 or ΔcPDAS2 ≥ 0.059) (P = 0.02) with both sensitivity and NPV 100%. CONCLUSION PDAS2 monitoring at home is feasible. cPDAS2 is useful to predict flare and treatment escalation.
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Affiliation(s)
- M H Leung
- Department of Medicine, Queen Elizabeth Hospital, Hong Kong
| | - Ernest H S Choy
- Institute of Infection and Immunity, Arthritis Research UK CREATE Centre and Welsh Arthritis Research Network (WARN), Cardiff University School of Medicine, Cardiff, United Kingdom
| | - C S Lau
- Department of Medicine, Queen Mary Hospital and LKS Faculty of Medicine, The University of Hong Kong, Hong Kong.
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13
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Svensson B, Forslind K, Andersson M. Unacceptable pain in the BARFOT inception cohort of patients with rheumatoid arthritis: a long-term study. Scand J Rheumatol 2020; 49:371-378. [PMID: 32496838 DOI: 10.1080/03009742.2020.1729404] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
Objectives: Pain is the most common and troublesome complaint in rheumatoid arthritis (RA). This study aimed to assess the prevalence and clinical implications of unacceptable pain in an inception cohort of patients with RA. Method: This study followed 477 patients from the BARFOT (Better Anti-Rheumatic FarmacOTherapy) early RA cohort for 15 years. Unacceptable pain was defined as ≥ 40 mm on a visual analogue scale for pain, while tolerable pain denoted no pain or pain below this cut-off, according to the patient acceptable symptom state concept. Results: Unacceptable pain was frequent. At the 15 year follow-up visit, 34% had unacceptable pain. Patients with unacceptable pain had, compared with patients with tolerable pain, significantly more disease activity, worse patient global assessment, and worse function on the Health Assessment Questionnaire and Signals of Functional Impairment, but the degree of joint destruction was similar. Disease-modifying anti-rheumatic drug treatment was similar, but patients with unacceptable pain were more often treated with corticosteroids. At 15 years, patients with unacceptable pain who were in remission (33%) had less inflammation and better function than those not in remission, suggesting the presence of non-inflammatory causes of pain. Conclusions: In this cohort of patients with RA, pain was frequent and severe, with negative effects on experienced health and function. Unacceptable pain was frequent and occurred also in patients in remission, indicating that pain in RA is multifactorial and should always be regarded as an important concern in itself. The cause of pain should be recognized and treated appropriately.
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Affiliation(s)
- B Svensson
- Clinical Sciences, Rheumatology, Lund University , Lund, Sweden
| | - K Forslind
- Clinical Sciences, Rheumatology, Lund University , Lund, Sweden.,Department of Research and Education, Skånevård Sund, Region Skåne, Helsingborg's Hospital , Helsingborg, Sweden.,Spenshult Research and Development Centre , Halmstad, Sweden
| | - M Andersson
- Clinical Sciences, Rheumatology, Lund University , Lund, Sweden.,Spenshult Research and Development Centre , Halmstad, Sweden
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14
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Mochizuki T, Yano K, Shirahata T, Ikari K, Hiroshima R, Nasu Y, Okazaki K. Spinal sagittal balance associated with age, vertebral fracture, and functional disability in patients with rheumatoid arthritis: A cross-sectional study. Mod Rheumatol 2019; 30:1002-1008. [DOI: 10.1080/14397595.2019.1702247] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Affiliation(s)
- Takeshi Mochizuki
- Department of Orthopedic Surgery, Kamagaya General Hospital, Chiba, Japan
| | - Koichiro Yano
- Department of Orthopedic Surgery, Tokyo Women’s Medical University, Tokyo, Japan
| | - Toshiyuki Shirahata
- Department of Orthopedic Surgery, Showa University School of Medicine, Tokyo, Japan
| | - Katsunori Ikari
- Department of Orthopedic Surgery, Tokyo Women’s Medical University, Tokyo, Japan
| | - Ryo Hiroshima
- Department of Orthopedic Surgery, Kamagaya General Hospital, Chiba, Japan
| | - Yuki Nasu
- Department of Orthopedic Surgery, Kamagaya General Hospital, Chiba, Japan
| | - Ken Okazaki
- Department of Orthopedic Surgery, Tokyo Women’s Medical University, Tokyo, Japan
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