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Schäfer A, Kovacs MS, Nigg A, Feuchtenberger M. Patient-Reported Outcomes of Depression and Fibromyalgia Symptoms Do Not Predict Non-Inflammatory versus Inflammatory Diagnoses at Initial Rheumatology Consultation. Healthcare (Basel) 2024; 12:1948. [PMID: 39408128 PMCID: PMC11475572 DOI: 10.3390/healthcare12191948] [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: 08/21/2024] [Revised: 09/26/2024] [Accepted: 09/27/2024] [Indexed: 10/20/2024] Open
Abstract
OBJECTIVE The objective of this study was to assess the potential value of patient-reported outcomes (PROs) of depression, fibromyalgia symptoms, and pain in predicting non-inflammatory vs. inflammatory diagnoses in rheumatology patients. METHODS This retrospective, single-center study evaluated electronic health record (EHR) data from adults who were seen for their first rheumatology consultation and subsequently received a diagnosis of an inflammatory (e.g., rheumatoid arthritis or spondyloarthritis) or non-inflammatory (e.g., osteoarthritis or fibromyalgia) condition. The PROs evaluated included depressive symptoms (Patient Health Questionnaire-2 [PHQ-2]), fibromyalgia symptom severity (FM SS), and pain. RESULTS A total of 3669 patients were evaluated, including patients with (n = 984; 26.82%) and without (n = 2685; 73.18%) inflammatory rheumatologic disease, of whom 141 (3.8%) had fibromyalgia. The non-inflammatory subgroup reported higher FM SS scores, and the inflammatory subgroup had higher pain and inflammatory markers. Bivariate models based on PHQ-2 and FM SS had a very low specificity (0.3%) for predicting non-inflammatory conditions, resulting in the misclassification of >99% of inflammatory cases. Adding pain, inflammatory markers, and other relevant EHR variables increased specificity but still resulted in a high level of misclassification. CONCLUSIONS The PROs evaluated in this study are not suitable for predicting non-inflammatory vs. inflammatory rheumatologic disease, even when combined with other EHR variables.
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Affiliation(s)
- Arne Schäfer
- Medizinische Klinik und Poliklinik II, University Hospital Würzburg, 97080 Würzburg, Germany;
- Diabetes Zentrum Mergentheim, 97980 Bad Mergentheim, Germany
| | | | - Axel Nigg
- Rheumatologie, MVZ MED BAYERN OST, 84489 Burghausen, Germany; (M.S.K.); (A.N.)
| | - Martin Feuchtenberger
- Medizinische Klinik und Poliklinik II, University Hospital Würzburg, 97080 Würzburg, Germany;
- Rheumatologie, MVZ MED BAYERN OST, 84489 Burghausen, Germany; (M.S.K.); (A.N.)
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Tanaka Y, Ikeda K, Kaneko Y, Ishiguro N, Takeuchi T. Why does malaise/fatigue occur? Underlying mechanisms and potential relevance to treatments in rheumatoid arthritis. Expert Rev Clin Immunol 2024; 20:485-499. [PMID: 38224064 DOI: 10.1080/1744666x.2024.2306220] [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: 08/13/2023] [Accepted: 01/12/2024] [Indexed: 01/16/2024]
Abstract
INTRODUCTION Fatigue and malaise are commonly associated with a wide range of medical conditions, including rheumatoid arthritis (RA). Evidence suggests that fatigue and malaise can be overwhelming for patients, yet these symptoms remain inadequately-managed, largely due to an incomplete elucidation of the underlying causes. AREAS COVERED In this assessment of the published literature relating to the pathogenesis of fatigue or malaise in chronic conditions, four key mechanistic themes were identified. Each theme (inflammation, hypothalamic-pituitary-adrenal axis, dysautonomia, and monoamines) is discussed, as well as the complex network of interconnections between themes which suggests a key role for inflammatory cytokines in the development and persistence of fatigue. EXPERT OPINION Fatigue is multifaceted, poorly defined, and imperfectly comprehended. Moreover, the cause and severity of fatigue may change over time, as a consequence of the natural disease course or pharmacologic treatment. This detailed synthesis of available evidence permits us to identify avenues for current treatment optimization and future research, to improve the management of fatigue and malaise in RA. Within the development pipeline, several new anti-inflammatory therapies are currently under investigation, and we anticipate that the next five years will herald much-needed progress to reduce the debilitating nature of fatigue in patients with RA.
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Affiliation(s)
- Yoshiya Tanaka
- The First Department of Internal Medicine, School of Medicine, University of Occupational and Environmental Health, Kitakyushu, Japan
| | - Kei Ikeda
- Department of Rheumatology, Dokkyo Medical University, Mibu, Tochigi, Japan
| | - Yuko Kaneko
- Division of Rheumatology, Department of Internal Medicine, Keio University School of Medicine, Tokyo, Japan
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Lodin K, Espinosa-Ortega F, Dastmalchi M, Vencovsky J, Andersson H, Chinoy H, Lilleker JB, Shinjo SK, Maurer B, Griger Z, Ceribelli A, Torres-Ruiz J, Mercado M VD, Leonard D, Alexanderson H, Lundberg IE. Patient global assessment and inflammatory markers in patients with idiopathic inflammatory myopathies - A longitudinal study. Semin Arthritis Rheum 2024; 65:152379. [PMID: 38241913 DOI: 10.1016/j.semarthrit.2024.152379] [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: 09/23/2023] [Revised: 01/08/2024] [Accepted: 01/12/2024] [Indexed: 01/21/2024]
Abstract
AIM To explore if patient global assessment (PGA) is associated with inflammation over time and if associations are explained by other measures of disease activity and function in patients with idiopathic inflammatory myopathies (IIM). METHODS PGA and systemic inflammatory markers prospectively collected over five years were retrieved from the International MyoNet registry for 1200 patients with IIM. Associations between PGA, erythrocyte sedimentation rate (ESR), C-reactive protein (CRP) and creatine kinase (CK) were analyzed using mixed models. Mediation analysis was used to test if the association between PGA and inflammatory markers during the first year of observation could be explained by measures of disease activity and function. RESULTS PGA improved, and inflammatory markers decreased during the first year of observation. In the mixed models, high levels of inflammatory markers were associated with worse PGA in both men and women across time points during five years of observation. In men, but not in women, the association between elevated ESR, CRP and poorer PGA was explained by measures of function and disease activity. With a few exceptions, the association between improved PGA and reduced inflammatory markers was partially mediated by improvements in all measures of function and disease activity. CONCLUSION Increased levels of systemic inflammation are associated with poorer PGA in patients with IIM. In addition to known benefits of lowered inflammation, these findings emphasize the need to reduce systemic inflammation to improve subjective health in patients with IIM. Furthermore, the results demonstrate the importance of incorporating PGA as an outcome measure in clinical practice and clinical trials.
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Affiliation(s)
- Karin Lodin
- Department of Medicine, Division of Rheumatology, Karolinska Institutet, Solna, Stockholm, Sweden; Department of Gastroenterology, Dermatology and Rheumatology, Karolinska University Hospital, Stockholm, Sweden.
| | - Fabricio Espinosa-Ortega
- Department of Medicine, Division of Rheumatology, Karolinska Institutet, Solna, Stockholm, Sweden; Department of Gastroenterology, Dermatology and Rheumatology, Karolinska University Hospital, Stockholm, Sweden
| | - Maryam Dastmalchi
- Department of Medicine, Division of Rheumatology, Karolinska Institutet, Solna, Stockholm, Sweden; Department of Gastroenterology, Dermatology and Rheumatology, Karolinska University Hospital, Stockholm, Sweden
| | - Jiri Vencovsky
- Institute of Rheumatology and Department of Rheumatology, First Medical Faculty, Charles University, Prague, Czech Republic
| | - Helena Andersson
- Department of Rheumatology, Oslo University Hospital, Oslo, Norway
| | - Hector Chinoy
- National Institute for Health Research Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, The University of Manchester, Manchester, United Kingdom; Department of Rheumatology, Salford Royal Hospital, Northern Care Alliance NHS Foundation Trust, Manchester Academic Health Science Centre, Salford, United Kingdom; Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, Centre for Musculoskeletal Research, Manchester Academic Health Science Centre, The University of Manchester, Manchester, United Kingdom
| | - James B Lilleker
- Division of Musculoskeletal and Dermatological Sciences, School of Biological Sciences, Faculty of Biology, Medicine and Health, Centre for Musculoskeletal Research, Manchester Academic Health Science Centre, The University of Manchester, Manchester, United Kingdom; Manchester Centre for Clinical Neurosciences, Northern Care Alliance NHS Foundation Trust, Salford, United Kingdom
| | - Samuel Katsuyuki Shinjo
- Division of Rheumatology, Faculdade de Medicina FMUSP, Universidade de Sao Paulo, Sao Paulo, SP, Brazil
| | - Britta Maurer
- Department of Rheumatology and Immunology, Inselspital, Bern University Hospital, University of Bern, Bern CH-3010, Switzerland
| | - Zoltan Griger
- Division of Clinical Immunology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Angela Ceribelli
- Division of Rheumatology and Clinical Immunology, IRCCS Humanitas Research Hospital, 20089, Rozzano, Milan, Italy; Department of Biomedical Sciences, Humanitas University, 20072, Pieve Emanuele, Milan, Italy
| | - Jiram Torres-Ruiz
- Department of Immunology and Rheumatology, Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubirán, Mexico City, Mexico
| | - Vazquez-Del Mercado M
- Universidad de Guadalajara, Centro Universitario de Ciencias de la Salud, Departamento de Biología Molecular y Genómica, Instituto de Investigación en Reumatología y del Sistema Músculo Esquelético (IIRSME), Guadalajara, Mexico
| | - Dag Leonard
- Department of Medical Sciences, Section of Rheumatology, Uppsala University, Uppsala, Sweden
| | - Helene Alexanderson
- Department of Medicine, Division of Rheumatology, Karolinska Institutet, Solna, Stockholm, Sweden; Women's Health and Health Professional Theme, Medical Unit Occupational Therapy and Physical Therapy, Karolinska University Hospital, Stockholm, Sweden
| | - Ingrid E Lundberg
- Department of Medicine, Division of Rheumatology, Karolinska Institutet, Solna, Stockholm, Sweden; Department of Gastroenterology, Dermatology and Rheumatology, Karolinska University Hospital, Stockholm, Sweden
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Lindqvist J, Askling J, Lampa J. Register-based observational study of associations between inflammatory remission, formal treatment targets and the use of disease-modifying antirheumatic drugs among patients with early rheumatoid arthritis. RMD Open 2023; 9:e003111. [PMID: 37973534 PMCID: PMC10660836 DOI: 10.1136/rmdopen-2023-003111] [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: 05/18/2023] [Accepted: 10/09/2023] [Indexed: 11/19/2023] Open
Abstract
OBJECTIVE To assess associations between inflammatory remission, formal treatment targets and the likelihood of starting a new disease-modifying antirheumatic drug (DMARD), among patients with early rheumatoid arthritis (RA). METHODS Patients newly diagnosed with RA were identified in the Swedish Rheumatology Quality Register (n=11 784). Disease Activity Score 28 (DAS28) and DMARD-treatment were assessed at RA diagnosis and 3, 6, 12 and 24 months thereafter. Inflammatory remission was defined as: swollen joints (0-28)=0 and C reactive protein <10 mg/L and normal erythrocyte sedimentation rate. The primary treatment target was DAS28 remission (<2.6). The proportion of patients in inflammatory remission who failed to reach DAS28 targets was assessed at each follow-up visit, and their likelihood of starting a new DMARD was compared with patients in inflammatory remission who reached the treatment target. rate ratios (RR) and 95% CIs were estimated with modified Poisson regression. RESULTS Overall, 34%, 39%, 44% and 47% were in inflammatory remission at 3, 6, 12 and 24 months. Among these, 20%, 22%, 20% and 19%, respectively, failed to reach DAS28 remission. Patients who failed to reach DAS28 remission despite being in inflammatory remission were more likely to start a new DMARD treatment (RR (95% CI) at 6 months=1.59 (1.29 to 1.96), 12 months=1.52 (1.23 to 1.87)) and 24 months=1.47 (1.20 to 1.80). CONCLUSION Failing to reach formal treatment targets, despite being in inflammatory remission, is common among patients with early RA, and is associated with an increased likelihood of starting a new DMARD-treatment.
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Affiliation(s)
- Joakim Lindqvist
- Division of Rheumatology, Department of Medicine, Karolinska Institutet, Stockholm, Sweden
- Medical Unit of Gastroenterology, Dermatology and Rheumatology, Theme Inflammation and Ageing, Karolinska University Hospital, Stockholm, Sweden
| | - Johan Askling
- Medical Unit of Gastroenterology, Dermatology and Rheumatology, Theme Inflammation and Ageing, Karolinska University Hospital, Stockholm, Sweden
- Clinical Epidemiology Division, Department of Medicine, Karolinska Institutet, Stockholm, Sweden
| | - Jon Lampa
- Division of Rheumatology, Department of Medicine, Karolinska Institutet, Stockholm, Sweden
- Medical Unit of Gastroenterology, Dermatology and Rheumatology, Theme Inflammation and Ageing, Karolinska University Hospital, Stockholm, Sweden
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Suardi I, Posio C, Luconi E, Boracchi P, Caporali R, Ingegnoli F. Disease activity and disease-related factors are drivers of patient global assessment in rheumatoid arthritis: a real-life cross-sectional study. Rheumatol Int 2023; 43:1885-1895. [PMID: 37454308 PMCID: PMC10435653 DOI: 10.1007/s00296-023-05383-6] [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: 05/17/2023] [Accepted: 06/26/2023] [Indexed: 07/18/2023]
Abstract
Despite that the Patient Global Assessment (PGA) is widely used for measuring Rheumatoid Arthritis (RA) disease activity to define the remission state of the disease, the primary contributors influencing patients' ratings are still debated. This study aims to determine which clinical, sociodemographic and lifestyle-related contextual factors might be key drivers of PGA in RA. This single-center cross-sectional study recruited 393 consecutive adult RA patients. Median age 60 years, females 306 (77.9%). Data related to disease activity were assessed by using Simplified Disease Activity Index (SDAI), severity by Health Assessment Questionnaire (HAQ), and impact by RA Impact of Disease (RAID). Sociodemographic/lifestyle features were collected. Disease remission was calculated using Boolean-based criteria 1.0 and 2.0. Quantile regression models were used for univariate and multivariate analysis. The remission rate progressively increased from 15% by using SDAI with a Boolean 1.0-based definition to 43.5% using a Boolean 2.0-based remission. Among factors related to disease activity, the use of low-dose corticosteroids, the RAID items pain and sleep difficulties were predictive for worse PGA scores (p = 0.01). Among factors related to disease severity HAQ score and RAID total were independent factors associated with higher median PGA (p = 0.02 and p < 0.001). RAID's physical well-being was related to PGA scores (p = 0.01). An increasing trend in PGA was observed in longstanding diseases (> 15 years). Our results confirmed that there is no unambiguous interpretation of the PGA score. It is a measure related to some disease activity parameters, but it is also influenced by contextual factors related to disease severity and impact. These data highlighted that PGA should have a broad interpretation, thus supporting the proposal of a dual targets (biological and impact) approach to obtain a more accurate estimate of disease activity.
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Affiliation(s)
- Ilaria Suardi
- Rheumatology Clinic, Department of Clinical Sciences and Community Health, ASST Gaetano Pini-CTO, Università degli Studi di Milano, Milan, Italy
| | - Cristina Posio
- Rheumatology Clinic, Department of Clinical Sciences and Community Health, ASST Gaetano Pini-CTO, Università degli Studi di Milano, Milan, Italy
| | - Ester Luconi
- Università degli Studi di Milano, Department of Biomedical and Clinical Sciences “L. Sacco”, Milan, Italy
| | - Patrizia Boracchi
- Università degli Studi di Milano, Department of Biomedical and Clinical Sciences “L. Sacco”, Milan, Italy
| | - Roberto Caporali
- Rheumatology Clinic, Department of Clinical Sciences and Community Health, ASST Gaetano Pini-CTO, Università degli Studi di Milano, Milan, Italy
| | - Francesca Ingegnoli
- Rheumatology Clinic, Department of Clinical Sciences and Community Health, ASST Gaetano Pini-CTO, Università degli Studi di Milano, Milan, Italy
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Nishino T, Hashimoto A, Tohma S, Matsui T. Comprehensive evaluation of the influence of sex differences on composite disease activity indices for rheumatoid arthritis: results from a nationwide observational cohort study. BMC Rheumatol 2023; 7:4. [PMID: 36945056 PMCID: PMC10029312 DOI: 10.1186/s41927-023-00328-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 02/24/2023] [Indexed: 03/23/2023] Open
Abstract
BACKGROUND The effects and their magnitudes of sex on disease activity indices for rheumatoid arthritis are not clear. We aimed to comprehensively evaluate the influence of sex on disease activity indices in the real-world setting using a large observational database. METHODS We analyzed 14,958 patients registered in the National Database of Rheumatic Diseases in Japan (NinJa) in 2017. We evaluated the sex differences in the 28-joint disease activity score (DAS28) using erythrocyte sedimentation rate (ESR), DAS28 using C-reactive protein (DAS28-CRP), Simplified Disease Activity Index (SDAI), and Clinical Disease Activity Index by disease activity category using Cliff's delta and regression analysis. Differences in the share of components of indices were evaluated using permutational multivariate analysis of variance. Correction equations were constructed to estimate the number of misclassification in male patients who achieve DAS28-ESR remission. RESULTS DAS28-ESR showed higher values in female patients than male patients in remission despite no obvious difference in other indices or disease activity categories. Among the components of DAS28-ESR, only ESR was higher in female patients than male patients in remission. In DAS28-CRP and SDAI, 28-tender joint count was higher and CRP was lower in female patients than male patients. In addition, the profiles in the components were different between female and male patients, especially among those with high disease activity. Using correction equations, almost 12% of male patients with DAS28-ESR remission were estimated to be misclassified, mainly due to differences in ESR. CONCLUSION Among the disease activity indices, significant sex difference was observed only in DAS28-ESR remission. The degree of misclassification in DAS28-ESR remission would be unignorable.
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Affiliation(s)
- Takahiro Nishino
- Department of Rheumatology Research, Clinical Research Center for Allergy and Rheumatology, National Hospital Organization Sagamihara National Hospital, 18-1, Sakuradai, Minami-ku, Sagamihara, Kanagawa, 252-0392, Japan
| | - Atsushi Hashimoto
- Department of Rheumatology, National Hospital Organization Sagamihara National Hospital, Sagamihara, Kanagawa, Japan
| | - Shigeto Tohma
- Department of Rheumatology, National Hospital Organization Tokyo National Hospital, Kiyose, Tokyo, Japan
| | - Toshihiro Matsui
- Department of Rheumatology Research, Clinical Research Center for Allergy and Rheumatology, National Hospital Organization Sagamihara National Hospital, 18-1, Sakuradai, Minami-ku, Sagamihara, Kanagawa, 252-0392, Japan.
- Department of Rheumatology, National Hospital Organization Sagamihara National Hospital, Sagamihara, Kanagawa, Japan.
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Houge IS, Hoff M, Halsan O, Videm V. Exercise Self-Efficacy and patient global assessment were associated with 6-min walk test distance in persons with rheumatoid arthritis. Clin Rheumatol 2022; 41:3687-3696. [PMID: 35930120 PMCID: PMC9361983 DOI: 10.1007/s10067-022-06309-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Revised: 07/05/2022] [Accepted: 07/18/2022] [Indexed: 12/31/2022]
Abstract
INTRODUCTION Low functional capacity is related to future loss of daily function and cardiovascular events. The present study explored the associations of patient-reported outcome measures (PROMs) and disease-specific measures with functional capacity as measured by the 6-min walk test (6MWT) in persons with rheumatoid arthritis (RA). METHODS Seventy-nine participants from rheumatology outpatient clinics were included. The distance walked during the 6MWT (6MWD) was the dependent variable in multivariable regression analyses. Model 1 included the independent variables sex, age (in tertiles to improve model fit), and body mass index (BMI). Building on Model 1, Model 2 added smoking, patient global assessment (PGA), Exercise Self-Efficacy, Hospital Anxiety and Depression Scale's Depression score, and Cohen's Perceived Stress Scale score, whereas Model 3 added smoking, disease duration, present use of glucocorticosteroids, seropositivity, Disease Activity Score 28-C-Reactive Protein (DAS28-CRP), and a comorbidity variable. RESULTS Median age was 65 years, 76% were female, and median 6MWD was 493 m. In Model 1, BMI and age were significantly associated with the 6MWD (R2 = 0.42). In Model 2, PGA and Exercise Self-Efficacy were also significantly associated with the 6MWD, with standardized regression coefficients of - 0.21 (p = 0.03) and 0.26 (p = 0.004) respectively (R2 = 0.54). The RA-specific variables in Model 3 were not significantly associated with the 6MWD (R2 = 0.49). CONCLUSION The PROMs PGA and Exercise Self-Efficacy were significantly associated with functional capacity as measured by the 6MWT in persons with RA, whereas disease-specific measures such as DAS28-CRP and disease duration were not. Key Points • Functional capacity measured with the 6-minute walk test was significantly associated with body mass index, age, patient global assessment, and Exercise Self-Efficacy in persons with RA. • Patient-reported outcome measures explained more of the variation in functional capacity than objective or composite measures of disease and are relevant measures in clinical follow-up. • Techniques that enhance self-efficacy for exercise should be incorporated into clinical practice to promote physical activity.
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Affiliation(s)
- Ingrid Sæther Houge
- Department of Clinical and Molecular Medicine, NTNU - Norwegian University of Science and Technology, St. Olavs University Hospital, Lab Center 3 East, NO-7006, Trondheim, Norway
| | - Mari Hoff
- Department of Neuromedicine and Movement Science, NTNU - Norwegian University of Science and Technology, Trondheim, Norway
- Department of Rheumatology, St. Olavs University Hospital, Trondheim, Norway
| | - Oddrun Halsan
- Department of Rheumatology, Levanger Hospital, Levanger, Norway
| | - Vibeke Videm
- Department of Clinical and Molecular Medicine, NTNU - Norwegian University of Science and Technology, St. Olavs University Hospital, Lab Center 3 East, NO-7006, Trondheim, Norway.
- Department of Immunology and Transfusion Medicine, St. Olavs University Hospital, Trondheim, Norway.
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Brkic A, Łosińska K, Pripp AH, Korkosz M, Haugeberg G. Remission or Not Remission, That's the Question: Shedding Light on Remission and the Impact of Objective and Subjective Measures Reflecting Disease Activity in Rheumatoid Arthritis. Rheumatol Ther 2022; 9:1531-1547. [PMID: 36129667 PMCID: PMC9561477 DOI: 10.1007/s40744-022-00490-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Accepted: 08/26/2022] [Indexed: 11/28/2022] Open
Abstract
Introduction The inclusion of certain variables in remission formulas for rheumatoid arthritis (RA) may give rise to discrepancies. An increase in patient global assessment (PGA), a variable showing the patient's self-evaluation of their disease activity, may alone tilt a patient out of remission when using certain remission-assessing methods. This study aimed to explore differences in remission rates among various formulas and the impact of PGA and other clinical variables on the calculation of remission. Methods Data were collected from RA patients monitored during the years 2015–2019 at an outpatient clinic in southern Norway. Linear and logistic regression assessed associations between PGA, other RA-related variables, and remission-assessing methods. Results Remission rates were 23%, 65%, and 73% in 2019 when assessing the same 502 RA patients using Boolean remission, Boolean remission without PGA, and the disease activity score (DAS) with C-reactive peptide [DAS28(3)-CRP] method, respectively. Among the same population that year, 27% reported PGA ≤ 10, 74% had a tender joint count of ≤ 1, 85% had a swollen joint count of ≤ 1, and 86% had CRP ≤ 10. Pain (standardized coefficient β = 0.7, p < 0.001) was most strongly associated with PGA. Pain, fatigue, and morning stiffness were substantially associated with the remission-assessing methods that incorporated PGA. Conclusions Since PGA is strongly associated with the patient’s perception of pain and may not reflect the inflammatory process, our study challenges the application of remission-assessing methods containing PGA when monitoring RA patients in the outpatient clinic. We recommend using measures that are less likely to be associated with noninflammatory pain and psychosocial factors. Supplementary Information The online version contains supplementary material available at 10.1007/s40744-022-00490-5.
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Affiliation(s)
- Alen Brkic
- Research Department, Sorlandet Hospital, Kristiansand, Norway. .,Department of Neuromedicine and Movement Science, Faculty of Medicine and Health Sciences, NTNU, Norwegian University of Science and Technology, Trondheim, Norway.
| | - Katarzyna Łosińska
- Division of Rheumatology and Immunology, University Hospital, Krakow, Poland
| | - Are Hugo Pripp
- Oslo Centre of Biostatistics and Epidemiology, Oslo University Hospital, Oslo, Norway
| | - Mariusz Korkosz
- Division of Rheumatology and Immunology, University Hospital, Krakow, Poland.,Department of Rheumatology and Immunology, Jagiellonian University Medical College, Krakow, Poland
| | - Glenn Haugeberg
- Research Department, Sorlandet Hospital, Kristiansand, Norway.,Department of Neuromedicine and Movement Science, Faculty of Medicine and Health Sciences, NTNU, Norwegian University of Science and Technology, Trondheim, Norway.,Division of Rheumatology, Department of Internal Medicine, Sorlandet Hospital, Kristiansand, Norway
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Bugatti S, De Stefano L, D'Onofrio B, Nicrosini A, Mauric E, di Lernia M, Sakellariou G, Favalli EG, Manzo A, Caporali R, Montecucco C. Inflammatory correlates of the Patient Global Assessment of Disease Activity vary in relation to disease duration and autoantibody status in patients with rheumatoid arthritis. Ann Rheum Dis 2022; 81:1206-1213. [PMID: 35623639 DOI: 10.1136/annrheumdis-2022-222436] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2022] [Accepted: 05/16/2022] [Indexed: 11/04/2022]
Abstract
OBJECTIVE To investigate the associations between the Patient Global Assessment (PGA) and measures of disease activity in patients with rheumatoid arthritis (RA) in relation to disease duration and autoantibody status. METHODS 1412 patients from three independent cohorts were studied: a prospective cohort of 810 patients with early RA followed up for 24 months; a cross-sectional cohort of 210 patients with established RA in low disease activity; a cross-sectional cohort of 401 patients with established RA in moderate-to-high disease activity. Correlations of the PGA were analysed by Pearson's coefficients and multivariable linear regression at baseline and at months 6, 12 and 24 in the overall populations and after stratification for autoantibody subgroup and remission status (Boolean remission, PGA near remission and non-remission). RESULTS In patients with early RA in non-remission, swollen joints correlated independently with the PGA; the correlation became progressively weaker but persisted at all time points in autoantibody-positive patients (adjusted r=0.30-0.12) but lost significance after month 12 in autoantibody-negative patients. Swollen joints independently correlated with the PGA also in near remission until month 12 (adjusted r=0.18-0.16) in autoantibody-positive patients. No independent correlations of inflammatory variables were instead found in patients with established RA irrespective of disease activity and autoantibody status. CONCLUSIONS In the early phases of RA, particularly in autoantibody-positive patients, inflammatory variables directly correlate with the PGA across different disease activity states. The optimal cut-off values of the PGA capable of identifying absence of disease should be better explored in relation to disease duration and autoantibody status.
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Affiliation(s)
- Serena Bugatti
- Division of Rheumatology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
- Department of Internal Medicine and Therapeutics, Università di Pavia, Pavia, Italy
| | - Ludovico De Stefano
- Division of Rheumatology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
- Department of Internal Medicine and Therapeutics, Università di Pavia, Pavia, Italy
| | - Bernardo D'Onofrio
- Division of Rheumatology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
- Department of Internal Medicine and Therapeutics, Università di Pavia, Pavia, Italy
| | - Andrea Nicrosini
- Division of Rheumatology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
- Department of Internal Medicine and Therapeutics, Università di Pavia, Pavia, Italy
| | - Eleonora Mauric
- Division of Rheumatology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
- Department of Internal Medicine and Therapeutics, Università di Pavia, Pavia, Italy
| | - Michele di Lernia
- Division of Rheumatology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
- Department of Internal Medicine and Therapeutics, Università di Pavia, Pavia, Italy
| | - Garifallia Sakellariou
- Department of Internal Medicine and Therapeutics, Università di Pavia, Pavia, Italy
- Maugeri Clinical Research Institutes IRCCS Pavia, Pavia, Italy
| | - Ennio Giulio Favalli
- Department of Rheumatology, Gaetano Pini-CTO, Milano, Italy
- Department of Clinical Sciences and Community Health, University of Milan, Milano, Italy
| | - Antonio Manzo
- Division of Rheumatology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
- Department of Internal Medicine and Therapeutics, Università di Pavia, Pavia, Italy
| | - Roberto Caporali
- Department of Rheumatology, Gaetano Pini-CTO, Milano, Italy
- Department of Clinical Sciences and Community Health, University of Milan, Milano, Italy
| | - Carlomaurizio Montecucco
- Division of Rheumatology, Fondazione IRCCS Policlinico San Matteo, Pavia, Italy
- Department of Internal Medicine and Therapeutics, Università di Pavia, Pavia, Italy
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10
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Duarte C, Ferreira RJO, Santos EJF, da Silva JAP. Treating-to-target in rheumatology: Theory and practice. Best Pract Res Clin Rheumatol 2021; 36:101735. [PMID: 34980566 DOI: 10.1016/j.berh.2021.101735] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
Despite its inclusion in current treatment recommendations, adherence to the treat-to-target strategy (T2T) is still poor. Among the issues are the definition(s) of target, especially the caveats of the patient global assessment (PGA), included in all recommended definitions of remission. The PGA is poorly related to inflammation, especially at low levels of disease activity, rather being a measure of the disease impact. Up to 60% of all patients otherwise in remission still score PGA at >1 and as high as 10. These patients (PGA-near-remission) are exposed to overtreatment if current recommendations are strictly followed and will continue to endure significant impact, unless adjuvant measures are implemented. A proposed method to overcome both these risks is to systematically pursue two targets: one focused on the disease process (the biological target) and another focused on the symptoms and impact (the impact target), the dual-target strategy. Candidate instruments to define each of these targets are discussed.
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Affiliation(s)
- Cátia Duarte
- Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal; Coimbra Institute for Clinical and Biomedical Research, Faculty of Medicine, University of Coimbra, Portugal
| | - Ricardo J O Ferreira
- Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal; Health Sciences Research Unit: Nursing (UICSA:E), Nursing School of Coimbra (ESEnfC), Coimbra, Portugal
| | - Eduardo J F Santos
- Health Sciences Research Unit: Nursing (UICSA:E), Nursing School of Coimbra (ESEnfC), Coimbra, Portugal; Viseu Higher School of Health, Viseu, Portugal
| | - José A P da Silva
- Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal; Coimbra Institute for Clinical and Biomedical Research, Faculty of Medicine, University of Coimbra, Portugal.
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11
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Brites L, Rovisco J, Costa F, Freitas JPDD, Jesus D, Eugénio G, Serra S, Duarte C, Ferreira RJO, da Silva JAPD. High patient global assessment scores in patients with rheumatoid arthritis otherwise in remission do not reflect subclinical inflammation. Joint Bone Spine 2021; 88:105242. [PMID: 34166795 DOI: 10.1016/j.jbspin.2021.105242] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2021] [Accepted: 06/01/2021] [Indexed: 10/21/2022]
Abstract
OBJECTIVES To assess whether high patient global assessment (PGA) scores by patients with rheumatoid arthritis (RA) otherwise in remission reflect subclinical inflammation. METHODS Cross-sectional, single-center study, including consecutive RA patients. Remission states were defined based on the ACR/EULAR Boolean definition: 4V-remission (tender and swollen 28-joint counts (TJC28/SJC28), C-reactive protein (CRP), and PGA all≤1), PGA-near-remission (the same, except PGA>1), and non-remission (any of TJC28, SJC28, CRP>1). A blinded expert musculoskeletal ultrasonographer scanned 44 joints, 38 tendon sheaths, 4 bursae on the same day of the clinical evaluation. Each structure was assessed for the presence of Grey Scale synovial hypertrophy (GS) and Power Doppler (PD), both scored using a semi-quantitative scale (0-3 points). The Global OMERACT-EULAR Synovitis Score (GLOESS, 0-132, primary outcome), and a global tenosynovitis/bursitis score (GTBS) were compared between remission states, using non-parametric tests. Different sensitivity analyses comparing GS and PD subscores were performed. RESULTS In total, 130 patients (mean age 63 years, 86% female, average disease duration 14 years) were included 40 being in 4V-remission, 40 in PGA-near-remission, 50 in non-remission. 4v-remission and PGA-near-remission presented similar median (IQR) GLOESS, [6 (5-11) and 4 (1-7), P>0.05, respectively] and GTBS [0 (0-1) and 0 (0-2), P>0.05, respectively]. The same was observed in GS, PD scores, and in global synovitis score considering only the 16 joints not included in 28-joint counts. These observations were confirmed in patients with≤5 years disease duration. CONCLUSIONS Subclinical inflammation is not present among persons with elevated PGA who are otherwise in remission. PGA-near-remission patients would be exposed to the risk of overtreatment if current treatment recommendations were strictly followed. This study supports the need to reconsider the role of PGA in definitions used to target immunosuppressive therapy and to provide a separate and enhanced focus to the patient's experience of the disease.
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Affiliation(s)
- Luisa Brites
- Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | - João Rovisco
- Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal; Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Flávio Costa
- Rheumatology Department, Centro Hospitalar Vila, Nova de Gaia, Portugal
| | | | - Diogo Jesus
- Rheumatology Department, Centro Hospitalar de Leiria, Leiria, Portugal
| | - Gisela Eugénio
- Rheumatology Department, Centro Hospitalar do Baixo-Vouga, Aveiro, Portugal
| | - Sara Serra
- Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | - Cátia Duarte
- Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal; Faculty of Medicine, Coimbra Institute for Clinical and Biomedical Research (i.CIBR), University of Coimbra, Coimbra, Portugal
| | - Ricardo J O Ferreira
- Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal; Health Sciences Research Unit: Nursing, Nursing School of Coimbra, Coimbra, Portugal
| | - José António Pereira da da Silva
- Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal; Faculty of Medicine, Coimbra Institute for Clinical and Biomedical Research (i.CIBR), University of Coimbra, Coimbra, Portugal.
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12
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Ferreira RJO, Landewé RBM, da Silva JAP. Definition of Treatment Targets in Rheumatoid Arthritis: Is It Time for Reappraisal? J Rheumatol 2021; 48:1763-1766. [PMID: 34074683 DOI: 10.3899/jrheum.210050] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
In the current issue of The Journal of Rheumatology, Kremer and colleagues1 compare the Clinical Disease Activity Index (CDAI) with a slightly modified Corrona Routine Assessment of Patient Index Data 3 (cRAPID3) in terms of correlation and disease activity categorization, using 2 large US registries of patients with rheumatoid arthritis (RA). Overall, a low concordance between these 2 composite indices (κ = 0.29) was found in terms of disease activity categories, despite a moderate correlation between their numerical global scores (rs = 0.58 and 0.72, for the BRASS and CORRONA registries, respectively).
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Affiliation(s)
- Ricardo J O Ferreira
- R.J. Ferreira, RN, PhD, Nursing Specialist in Chronic Diseases, Invited Professor, Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, and Health Sciences Research Unit: Nursing (UICiSA:E), Nursing School of Coimbra (ESEnfC), Coimbra, Portugal; R.B. Landewé, MD, PhD, Rheumatologist, Full Professor of Rheumatology, Rheumatology, Zuyderland Medical Center, Heerlen, and Amsterdam Rheumatology Center, AMC, Amsterdam, the Netherlands; J.A. da Silva, MD, PhD, Rheumatologist, Full Professor of Rheumatology, Head of Department, Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, and Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine, University of Coimbra, Portugal. The authors have no conflicts of interest. Photo for RJF courtesy of the European Alliance of Associations for Rheumatology (EULAR). Address correspondence to Dr. R.J. Ferreira, Serviço de Reumatologia, Consulta Externa, Piso 7, Centro Hospitalar e Universitário de Coimbra, EPE. Avenida Dr. Bissaya Barreto, 3000-075 Coimbra. Portugal.
| | - Robert B M Landewé
- R.J. Ferreira, RN, PhD, Nursing Specialist in Chronic Diseases, Invited Professor, Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, and Health Sciences Research Unit: Nursing (UICiSA:E), Nursing School of Coimbra (ESEnfC), Coimbra, Portugal; R.B. Landewé, MD, PhD, Rheumatologist, Full Professor of Rheumatology, Rheumatology, Zuyderland Medical Center, Heerlen, and Amsterdam Rheumatology Center, AMC, Amsterdam, the Netherlands; J.A. da Silva, MD, PhD, Rheumatologist, Full Professor of Rheumatology, Head of Department, Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, and Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine, University of Coimbra, Portugal. The authors have no conflicts of interest. Photo for RJF courtesy of the European Alliance of Associations for Rheumatology (EULAR). Address correspondence to Dr. R.J. Ferreira, Serviço de Reumatologia, Consulta Externa, Piso 7, Centro Hospitalar e Universitário de Coimbra, EPE. Avenida Dr. Bissaya Barreto, 3000-075 Coimbra. Portugal.
| | - José A P da Silva
- R.J. Ferreira, RN, PhD, Nursing Specialist in Chronic Diseases, Invited Professor, Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, and Health Sciences Research Unit: Nursing (UICiSA:E), Nursing School of Coimbra (ESEnfC), Coimbra, Portugal; R.B. Landewé, MD, PhD, Rheumatologist, Full Professor of Rheumatology, Rheumatology, Zuyderland Medical Center, Heerlen, and Amsterdam Rheumatology Center, AMC, Amsterdam, the Netherlands; J.A. da Silva, MD, PhD, Rheumatologist, Full Professor of Rheumatology, Head of Department, Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, and Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine, University of Coimbra, Portugal. The authors have no conflicts of interest. Photo for RJF courtesy of the European Alliance of Associations for Rheumatology (EULAR). Address correspondence to Dr. R.J. Ferreira, Serviço de Reumatologia, Consulta Externa, Piso 7, Centro Hospitalar e Universitário de Coimbra, EPE. Avenida Dr. Bissaya Barreto, 3000-075 Coimbra. Portugal.
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13
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Ferreira RJO, Welsing PMJ, Jacobs JWG, Gossec L, Ndosi M, Machado PM, van der Heijde D, Da Silva JAP. Revisiting the use of remission criteria for rheumatoid arthritis by excluding patient global assessment: an individual meta-analysis of 5792 patients. Ann Rheum Dis 2021; 80:293-303. [PMID: 33023964 DOI: 10.1136/annrheumdis-2020-217171] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Revised: 08/29/2020] [Accepted: 09/03/2020] [Indexed: 01/01/2023]
Abstract
OBJECTIVES To determine the impact of excluding patient global assessment (PGA) from the American College of Rheumatology (ACR)/European League Against Rheumatism (EULAR) Boolean remission criteria, on prediction of radiographic and functional outcome of rheumatoid arthritis (RA). METHODS Meta-analyses using individual patient data from randomised controlled trials testing the efficacy of biological agents on radiographic and functional outcomes at ≥2 years. Remission states were defined by 4 variants of the ACR/EULAR Boolean definition: (i) tender and swollen 28-joint counts (TJC28/SJC28), C reactive protein (CRP, mg/dL) and PGA (0-10=worst) all ≤1 (4V-remission); (ii) the same, except PGA >1 (4V-near-remission); (iii) 3V-remission (i and ii combined; similar to 4V, but without PGA); (iv) non-remission (TJC28 >1 and/or SJC28 >1 and/or CRP >1). The most stringent class achieved at 6 or 12 months was considered. Good radiographic (GRO) and functional outcome (GFO) were defined as no worsening (ie, change in modified total Sharp score (ΔmTSS) ≤0.5 units and ≤0.0 Health Assessment Questionnaire-Disability Index points, respectively, during the second year). The pooled probabilities of GRO and GFO for the different definitions of remission were estimated and compared. RESULTS Individual patient data (n=5792) from 11 trials were analysed. 4V-remission was achieved by 23% of patients and 4V-near-remission by 19%. The probability of GRO in the 4V-near-remission group was numerically, but non-significantly, lower than that in the 4V-remission (78 vs 81%) and significantly higher than that for non-remission (72%; difference=6%, 95% CI 2% to 10%). Applying 3V-remission could have prevented therapy escalation in 19% of all participants, at the cost of an additional 6.1%, 4.0% and 0.7% of patients having ΔmTSS >0.0, >0.5 and >5 units over 2 years, respectively. The probability of GFO (assessed in 8 trials) in 4V-near-remission (67%, 95% CI 63% to 71%) was significantly lower than in 4V-remission (78%, 74% to 81%) and similar to non-remission (69%, 66% to 72%). CONCLUSION 4V-near-remission and 3V-remission have similar validity as the original 4V-remission definition in predicting GRO, despite expected worse prediction of GFO, while potentially reducing the risk of overtreatment. This supports further exploration of 3V-remission as the target for immunosuppressive therapy complemented by patient-oriented targets.
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Affiliation(s)
- Ricardo J O Ferreira
- Rheumatology, Centro Hospitalar e Universitário de Coimbra EPE, Coimbra, Portugal.,Health Sciences Research Unit: Nursing (UICISA: E), Escola Superior de Enfermagem de Coimbra, Coimbra, Portugal
| | - Paco M J Welsing
- Rheumatology and Clinical Immunology, UMC Utrecht, Utrecht, The Netherlands
| | | | - Laure Gossec
- Institut Pierre Louis d'Epidémiologie et de Santé Publique, INSERM, Sorbonne Université, Paris, France.,Rheumatology, Pitié Salpêtrière Hospital, AP-HP, Paris, France
| | - Mwidimi Ndosi
- Faculty of Health and Applied Sciences, University of the West of England Bristol, Bristol, UK
| | - Pedro M Machado
- Centre for Rheumatology & Department of Neuromuscular Diseases, University College London, London, UK.,Rheumatology, University College London Hospitals NHS Foundation Trust, London, UK.,Rheumatology, Northwick Park Hospital, London North west UniversityHealthcare NHS Trust, London, UK
| | | | - Jose A P Da Silva
- Rheumatology, Centro Hospitalar e Universitário de Coimbra EPE, Coimbra, Portugal .,Clínica Universitária de Reumatologia, and i-CBR Coimbra Institute for Clinical and Biological Research, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
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14
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Ferreira RJO, de Wit M, Henriques M, Pinto AF, Duarte C, Mateus E, Mendes G, da Silva JAP, Ndosi M. 'It can't be zero!' Difficulties in completing patient global assessment in rheumatoid arthritis: a mixed methods study. Rheumatology (Oxford) 2020; 59:1137-1147. [PMID: 31600398 DOI: 10.1093/rheumatology/kez467] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2019] [Revised: 08/20/2019] [Indexed: 12/14/2022] Open
Abstract
OBJECTIVES Patient global assessment (PGA) is purported to add the patient's perspective in the composite measures of RA. However, PGA is not standardized and it is not known whether patients' interpretation of the measure is consistent with its intended purpose. This study aimed to explore difficulties experienced by patients with RA in completing PGA, and to assess the impact of a structured explanation in improving its validity and reliability. METHODS This was a mixed methods study, using interviews, focus groups and PGA data. During interviews, patients (convenience sample, n = 33) completed three often-used PGA formulations. Then a nurse provided structured explanation about what PGA is and why it is used. After further discussion, patients completed one PGA version again. Interviews were recorded, transcribed and analysed using inductive thematic analysis. We compared PGA scores pre- and post-explanation (Wilcoxon signed-ranks) and the proportion of patients achieving RA remission with PGA ⩽1 (McNemar's tests). RESULTS Three themes emerged: understanding the meaning of PGA, the purpose of PGA and measurement difficulties. The difficulties caused systematic errors in PGA completion such as marking higher when feeling well, marking near the centre or away from zero. The structured explanation was helpful. Following the explanation, the median PGA score decreased from 3.0 to 2.1 cm, and the proportion of non-remission solely due to PGA >1 from 52% to 41%; none of these changes was statistically significant. CONCLUSION Many patients have difficulties in completing PGA. Standardization of PGA and a structured explanation may improve its clarity, validity and reliability.
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Affiliation(s)
- Ricardo J O Ferreira
- Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra.,Health Sciences Research Unit: Nursing (UICiSA: E), Nursing School of Coimbra (ESEnfC), Coimbra, Portugal
| | - Maarten de Wit
- Department of Medical Humanities, Amsterdam University Medical Centre, Amsterdam, The Netherlands.,Patient Research Partner, EULAR standing committee of People with Arthritis/Rheumatism in Europe (PARE), Zurich, Switzerland
| | | | - Ana F Pinto
- Faculty of Medicine, University of Coimbra, Coimbra
| | - Cátia Duarte
- Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra.,Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine -University of Coimbra, Coimbra
| | - Elsa Mateus
- Patient Research Partner, EULAR standing committee of People with Arthritis/Rheumatism in Europe (PARE), Zurich, Switzerland.,Portuguese League Against Rheumatic Diseases (LPCDR), Lisbon
| | - Gabriel Mendes
- Department of National Team, Portuguese Cycling Federation, Lisbon
| | - José A P da Silva
- Coimbra Institute for Clinical and Biomedical Research (iCBR), Faculty of Medicine -University of Coimbra, Coimbra.,Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra, Portugal
| | - Mwidimi Ndosi
- Department of Nursing and Midwifery, University of the West of England, Bristol, UK
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15
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Hamann PDH, Pauling JD, McHugh N, Shaddick G, Hyrich K. Predictors, demographics and frequency of sustained remission and low disease activity in anti-tumour necrosis factor-treated rheumatoid arthritis patients. Rheumatology (Oxford) 2020; 58:2162-2169. [PMID: 31155669 PMCID: PMC6880851 DOI: 10.1093/rheumatology/kez188] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2018] [Revised: 03/30/2019] [Indexed: 11/23/2022] Open
Abstract
Objectives To investigate the frequency and predictors of sustained 28-joint DAS (DAS28) remission and low disease activity (LDA) in patients receiving anti-TNF therapy and changes in responses over a 12 year period. Methods Data from the British Society for Rheumatology Biologics Registry for Rheumatoid Arthritis were used. Sustained remission and LDA were defined according to DAS28-ESR thresholds sustained for 6 months. The dataset was dichotomized into sequential chronological subgroups (2001–2010 and 2010–2013). Predictive variables were identified from a previous systematic review and modelled using multivariable logistic regression. Results Overall, 2144 (14.9%) and 3802 (26.3%) patients achieved sustained remission or LDA, respectively. Positive predictors of sustained remission/LDA included adalimumab (vs etanercept), greater patient global assessment, never- and ex-smoker status (vs current smoking), greater swollen joint count, more recent commencement of anti-TNF and MTX co-prescription (except in the 2010–2013 subgroup). Negative predictors of sustained remission and LDA included poor baseline functional status (HAQ), female gender, older age at starting anti-TNF, infliximab use (vs etanercept), increasing BMI and greater baseline ESR. Increasing tender joint count was negatively associated with sustained LDA only. The overall proportion of patients achieving sustained remission and LDA has increased significantly over time. Conclusion Sustained remission/LDA on anti-TNF treatment remains uncommon. Adalimumab use, greater patient global assessment, never- and ex-smoker status, greater swollen joint count, more recent commencement of anti-TNF and MTX co-prescription are associated with achievement of sustained remission/LDA. However, co-prescription of MTX was not associated with an increased likelihood of achieving sustained remission or LDA in the analysis of more recent anti-TNF responses.
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Affiliation(s)
| | - John D Pauling
- Department of Pharmacy and Pharmacology, University of Bath, UK.,Royal National Hospital for Rheumatic Diseases, Royal United Hospitals, Bath, UK
| | - Neil McHugh
- Department of Pharmacy and Pharmacology, University of Bath, UK
| | - Gavin Shaddick
- College of Engineering, Mathematics and Physical Sciences, University of Exeter, Exeter, UK
| | - Kimme Hyrich
- Division of Musculoskeletal and Dermatological Sciences, University of Manchester, Manchester, UK
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16
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Santos EJF, Duarte C, da Silva JAP, Ferreira RJO. The impact of fatigue in rheumatoid arthritis and the challenges of its assessment. Rheumatology (Oxford) 2020; 58:v3-v9. [PMID: 31435662 PMCID: PMC6827262 DOI: 10.1093/rheumatology/kez351] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Revised: 07/16/2019] [Indexed: 01/22/2023] Open
Abstract
Fatigue is one of the most important symptoms for patients with RA, and imposes a great burden on patients’ lives, being associated with significantly reduced health-related quality of life. Although being recognized by the rheumatology community as a major gap in the current management of the disease, fatigue has not been easy to measure and conceptualize. Part of the problem seems to reside in the multidimensional causality of this phenomenon, which may warrant dedicated measures and interventions. Although there are several instruments available to measure it, no consensus has yet been reached to recommend a ‘gold-standard’. This review aims at synthesizing the role of fatigue in the global impact of RA; describing validated instruments and their psychometric properties as measures of fatigue among patients with RA; and finally proposing a clinically meaningful, valid and feasible process to measure fatigue in clinical practice.
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Affiliation(s)
- Eduardo J F Santos
- Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra.,Abel Salazar Institute of Biomedical Sciences, University of Porto, Porto.,Health Sciences Research Unit: Nursing, Nursing School of Coimbra, University of Coimbra, Coimbra, Portugal
| | - Catia Duarte
- Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra.,Coimbra Institute for Clinical and Biomedical Research (iCBR) - Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - José A P da Silva
- Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra.,Coimbra Institute for Clinical and Biomedical Research (iCBR) - Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Ricardo J O Ferreira
- Rheumatology Department, Centro Hospitalar e Universitário de Coimbra, Coimbra.,Health Sciences Research Unit: Nursing, Nursing School of Coimbra, University of Coimbra, Coimbra, Portugal
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17
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Craig ET, Perin J, Zeger S, Curtis JR, Bykerk VP, Bingham CO, Bartlett SJ. What Does the Patient Global Health Assessment in Rheumatoid Arthritis Really Tell Us? Contribution of Specific Dimensions of Health-Related Quality of Life. Arthritis Care Res (Hoboken) 2019; 72:1571-1578. [PMID: 31549772 DOI: 10.1002/acr.24073] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Accepted: 09/17/2019] [Indexed: 01/09/2023]
Abstract
OBJECTIVE To estimate the contributions of health-related quality of life domains to the patient global assessment of disease activity (PtGA) in rheumatoid arthritis (RA). METHODS Data are drawn from baseline visits of 2 observational RA cohorts. Participants completed forms for patient-reported outcome measures, including PtGA and measures from the Patient-Reported Outcomes Measurement Information System, and clinical data were collected. Factor analysis was used to identify latent variables, and multivariable linear regression was used to estimate determinants of the PtGA. RESULTS Patients were mostly female (81%), white (78%), and had established disease (mean ± SD 12.3 ± 10.7 years), with 62% in remission or having low disease activity. In cohort 1 (n = 196), the following 2 factors emerged: 1) daily function (moderate-to-strong [i.e., >|0.65|] loadings of physical function, pain interference, social participation, and fatigue, and weak [>0.35] loadings of sleep disturbance); and 2) emotional distress (strong loadings of depression and anxiety). In crude analysis, daily function explained up to 53% and emotional distress up to 20% of the variance in PtGA. In both cohorts, in adjusted analyses, daily function and, to a much lesser extent, swollen joint count independently predicted PtGA; age was inversely related to PtGA in cohort 1 only. CONCLUSION These findings suggest that in patients with RA, PtGA ratings largely reflect the extent to which patients feel they can function in everyday roles and are not impacted by mood. This suggests that higher than expected PtGA scores may offer an opportunity to discuss patient expectations regarding roles and activities and the impact of their RA symptoms on daily function.
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Affiliation(s)
- Ethan T Craig
- Johns Hopkins University School of Medicine, Baltimore, Maryland, and University of Pennsylvania and Corporal Michael J. Crescenz Veterans Affairs Medical Center, Philadelphia
| | - Jamie Perin
- Johns Hopkins University, Baltimore, Maryland
| | - Scott Zeger
- Johns Hopkins University, Baltimore, Maryland
| | | | | | | | - Susan J Bartlett
- Johns Hopkins University School of Medicine, Baltimore, Maryland, and McGill University and Research Institute of McGill University Health Centers, Montreal, Quebec, Canada
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18
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Hirsh J, Wood P, Keniston A, Peng M, Ramaswami S, Caplan L, Davis L. Limited Health Literacy and Patient Confusion About Rheumatoid Arthritis Patient Global Assessments and Model Disease States. Arthritis Care Res (Hoboken) 2019; 71:611-619. [PMID: 29953748 DOI: 10.1002/acr.23692] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Accepted: 06/26/2018] [Indexed: 12/12/2022]
Abstract
OBJECTIVE Patient global assessment visual analog scales (PGA-VAS) are widely used in rheumatoid arthritis (RA) practice and research, and low PGA-VAS scores are required for remission. Vulnerable patients with RA may have difficulty completing the PGA-VAS. There is limited information about both patients' perceptions of PGA-VAS and how patients score VAS model disease states. The objective of this study was to understand the perspectives of vulnerable patients regarding PGA-VAS and model disease states. METHODS We enrolled patients with RA at Denver Health (n = 300). Subjects completed the PGA-VAS in the Disease Activity Score in 28 joints and the Multidimensional Health Assessment Questionnaire and completed a questionnaire regarding these PGA-VAS. Subjects also scored remission, mild, moderate, and severe model disease states by VAS. We performed analyses by linear and logistic regression and by using summary statistics. Outcomes included whether subjects found the PGA-VAS confusing, whether subjects' responses to the model disease states followed a natural progression (remission <mild <moderate <severe), and whether responses to the remission model would meet Boolean and Simplified Disease Activity Index-based remission criteria. RESULTS Approximately 40% of subjects found the PGA-VAS confusing; lower health literacy and depressive symptoms were associated with finding them confusing. Less than 25% of subjects ranked the model disease states with natural progression and ranked the remission model at the threshold for remission; higher health literacy and income were associated with accomplishing these objectives. CONCLUSION Vulnerable patients perceive difficulty with PGA-VAS and do not reliably rate a model disease state VAS. These patients are potentially at risk for disease activity misclassification because of literacy and other barriers in completing VAS.
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Affiliation(s)
- Joel Hirsh
- Denver Health and Hospital Authority Denver, Colorado and University of Colorado Medical School, Denver, Colorado
| | - Patrick Wood
- Denver Veterans Affairs and Medical Center, and University of Colorado Medical School, Denver, Colorado
| | - Angela Keniston
- Denver Health and Hospital Authority Denver, Colorado and University of Colorado Medical School, Denver, Colorado
| | - Mandy Peng
- University of Colorado Medical School, Denver
| | - Sai Ramaswami
- Denver Health and Hospital Authority, Denver, Colorado
| | - Liron Caplan
- Denver Veterans Affairs and Medical Center, and University of Colorado Medical School, Denver, Colorado
| | - Lisa Davis
- Denver Health and Hospital Authority Denver, Colorado and University of Colorado Medical School, Denver, Colorado
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Is a Fundamental Change in the Interpretation of Rheumatoid Arthritis Disease Activity Necessary? J Clin Rheumatol 2018; 25:272-277. [PMID: 30570492 DOI: 10.1097/rhu.0000000000000937] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Disease Activity Score (DAS) composite models are moderately precise and robust measures of disease severity when they are used in rheumatoid arthritis (RA) cohorts. They are less so when used for individual patients. This is because subjective components, patient global assessment of well-being and tender joint count, modified by factors other than RA biological disease activity, often obfuscate interpretation of disease activity. Comorbidities, especially distress, can disproportionately inflate these components. Fibromyalgia, essentially synonymous with distress, pain augmentation, and depression, is a common comorbidity. Its presence and severity can be determined by the Polysymptomatic Distress Scale (PSD). The differential effects of distress and fibromyalgia syndrome on the DAS can be demonstrated by manipulating information already there: the arithmetic differences or ratios of the tender joint count and swollen joint count and comparison of the modified disease activity score with 28 joints to the disease activity score with 28 joints-patient (DAS28-derived indices that measure the contribution of the relatively objective or relatively subjective components, respectively). The potentially more objective multibiomarker disease activity might also be used to test the severity of biological RA disease activity. These tools may be used to elucidate disproportionate values for subjective DAS model components, which then should facilitate identification of the underlying process factors, including depression, for potential treatment.
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20
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Fitzcharles MA, Perrot S, Häuser W. Comorbid fibromyalgia: A qualitative review of prevalence and importance. Eur J Pain 2018; 22:1565-1576. [PMID: 29802812 DOI: 10.1002/ejp.1252] [Citation(s) in RCA: 78] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/20/2018] [Indexed: 12/11/2022]
Abstract
Fibromyalgia (FM) may be an unrecognized cause of suffering for persons with an array of medical conditions. This is especially true for illness that is characterized by pain of any nature. Once believed to be a unique diagnosis, FM is recently reported to occur concomitantly with various rheumatic diseases, and importantly adversely impacts global health status. However, there is increasing report of FM associated with other diseases that are not defined by chronic pain. This qualitative review examines the evidence for comorbid FM in illness, and where available the effect of FM on the primary disease. Other than for musculoskeletal disorders, the published literature reporting an association of FM with illness is limited with scanty reports for some neurological, gastrointestinal, mental health and other overlapping pain conditions. Comorbid FM adversely affects both health status and outcome for rheumatic diseases, but with limited study in other diseases. When unrecognized, comorbid FM may be mistaken as poor control of the primary disease, leading to incorrect treatment decisions. FM may be a neglected condition that pervades many conditions and may contribute to the burden of illness. Physicians should be alert to the possibility of comorbid FM, and symptoms of FM should be specifically addressed. SIGNIFICANCE Comorbid fibromyalgia (FM) in other medical conditions is largely unrecognized. When reported as accompanying rheumatic diseases, FM adversely affects global health status. With limited reports of comorbid FM with other conditions, neglect to diagnose comorbid FM may misdirect treatments.
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Affiliation(s)
- M-A Fitzcharles
- Alan Edwards Pain Management Unit, McGill University Health Centre, Montreal, Quebec, Canada
- Division of Rheumatology, McGill University Health Centre, Montreal, Quebec, Canada
| | - S Perrot
- Pain Center, Cochin Hospital, Paris Descartes University, France
| | - W Häuser
- Department Internal Medicine I, Klinikum Saarbrücken, Germany
- Department of Psychosomatic Medicine and Psychotherapy, Technische Universität München, Germany
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Ferreira RJO, Duarte C, Ndosi M, de Wit M, Gossec L, da Silva JAP. Suppressing Inflammation in Rheumatoid Arthritis: Does Patient Global Assessment Blur the Target? A Practice-Based Call for a Paradigm Change. Arthritis Care Res (Hoboken) 2018; 70:369-378. [PMID: 28544615 DOI: 10.1002/acr.23284] [Citation(s) in RCA: 79] [Impact Index Per Article: 13.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2017] [Accepted: 05/16/2017] [Indexed: 12/12/2022]
Abstract
OBJECTIVE In current management paradigms of rheumatoid arthritis (RA), patient global assessment (PGA) is crucial to decide whether a patient has attained remission (target) or needs reinforced therapy. We investigated whether the clinical and psychological determinants of PGA are appropriate to support this important role. METHODS This was a cross-sectional, single-center study including consecutive ambulatory RA patients. Data collection comprised swollen 28-joint count (SJC28), tender 28-joint count (TJC28), C-reactive protein (CRP) level, PGA, pain, fatigue, function, anxiety, depression, happiness, personality traits, and comorbidities. Remission was categorized using American College of Rheumatology/European League Against Rheumatism Boolean-based criteria: remission, near-remission (only PGA >1), and nonremission. A binary definition without PGA (3v-remission) was also studied. Univariable and multivariable analyses were used to identify explanatory variables of PGA in each remission state. RESULTS A total of 309 patients were included (remission 9.4%, near-remission 37.2%, and nonremission 53.4%). Patients in near-remission were indistinguishable from remission regarding disease activity, but described a disease impact similar to those in nonremission. In multivariable analyses, PGA in near-remission was explained (R2adjusted = 0.50) by fatigue, pain, anxiety, and function. Fatigue and pain had no relationship with disease activity measures. CONCLUSION In RA, a consensually acceptable level of disease activity (SJC28, TJC28, and CRP level ≤1) does not equate to low disease impact: a large proportion of these patients are considered in nonremission solely due to PGA. PGA mainly reflects fatigue, pain, function, and psychological domains, which are inadequate to define the target for immunosuppressive therapy. This consideration suggests that clinical practice should be guided by 2 separate remission targets: inflammation (3v-remission) and disease impact.
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Affiliation(s)
- Ricardo J O Ferreira
- Centro Hospitalar e Universitário de Coimbra and Health Sciences Research Unit: Nursing, Coimbra, Portugal
| | - Cátia Duarte
- Centro Hospitalar e Universitário de Coimbra and University of Coimbra, Coimbra, Portugal
| | | | - Maarten de Wit
- Patient research partner, EULAR Standing Committee of People with Arthritis/Rheumatism in Europe, Zurich, Switzerland, and VU University Medical Centre, Amsterdam, The Netherlands
| | - Laure Gossec
- Sorbonne Universités, UPMC University Paris 06, Institut Pierre Louis d'Epidémiologie et de Santé Publique, GRC-UPMC 08 (EEMOIS), and AP-HP, Pitié-Salpetrière Hospital, Paris, France
| | - J A P da Silva
- Centro Hospitalar e Universitário de Coimbra and University of Coimbra, Coimbra, Portugal
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22
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Abstract
PURPOSE OF REVIEW The purpose of this study was to review the current information on fatigue in rheumatoid arthritis (RA). RECENT FINDINGS Severe fatigue is common among individuals with RA and has a significant impact on quality of life (QOL). RA-related factors (e.g., inflammation, pain) are associated with greater fatigue, but other factors, such as obesity, physical inactivity, sleep disturbance, and depression, explain the majority of variation in fatigue. Medications targeting RA have little effect on fatigue. Instead, the most effective interventions seem to address non-RA-specific factors such as physical inactivity or use cognitive behavioral approaches. No recommendations have been made for tools to measure fatigue in RA, leading to potential difficulty comparing studies. Although fatigue has great impact on patients' QOL, effective interventions that are feasible for broad dissemination remain elusive. Additional multi-faceted research is needed to identify modifiable sources of fatigue. Such research would be enhanced by harmonization of fatigue measurement across studies.
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Ferreira RJO, Dougados M, Kirwan JR, Duarte C, de Wit M, Soubrier M, Fautrel B, Kvien TK, da Silva JAP, Gossec L. Drivers of patient global assessment in patients with rheumatoid arthritis who are close to remission: an analysis of 1588 patients. Rheumatology (Oxford) 2017; 56:1573-1578. [PMID: 28859325 DOI: 10.1093/rheumatology/kex211] [Citation(s) in RCA: 65] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Indexed: 11/13/2022] Open
Abstract
Objectives ACR/EULAR Boolean remission in RA is frequently not obtained solely due to a patient global assessment (PGA) >1/10 (a condition often designated as near-remission). This study aimed to assess which domains of impact could explain an elevated PGA in near-remission patients. Methods We performed an ancillary analysis of data from three cross-sectional studies in patients with established RA. Three disease activity states were defined: remission (tender and swollen joint counts, CRP and PGA all ⩽1), near-remission (tender and swollen joint counts, and CRP are all ≤1 but PGA >1) and non-remission. Physical and psychological domains were assessed using the RA Impact of Disease 0-10 (numeric rating scale) as explanatory factors of PGA. Univariable and multivariable linear regression analyses were performed to explain PGA. Results A total of 1588 patients (79.1% females) were analysed. The mean disease duration was 13.0 years (s.d. 9.8) and the 28-joint DAS with four variables was 3.2 (s.d. 1.4). Near-remission [mean PGA 3.6 (s.d. 1.9)] was more frequent (19.1%) than remission (12.3%). Scores of RA Impact of Disease domains were similar in near-remission and non-remission patients. In near-remission, PGA was explained (R2adjusted = 0.55) by pain (β = 0.29), function (β = 0.23), physical well-being (β = 0.19) and fatigue (β = 0.15). Conclusion Near-remission was more frequent than remission. These patients, despite having no signs of significant inflammation, report an impact of disease similar to the non-remission patients. PGA in near-remission seems to be driven by physical rather than psychological domains. Selecting the best therapy for these patients requires a better understanding of the meaning of PGA, both globally and in individual patients.
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Affiliation(s)
- Ricardo J O Ferreira
- Department of Rheumatology, Centro Hospitalar e Universitário de Coimbra.,Health Sciences Research Unit: Nursing (UICiSA:E), Nursing School of Coimbra (ESEnfC), Coimbra, Portugal
| | - Maxime Dougados
- Faculty of Medicine, Paris Descartes University.,Department of Rheumatology, AP-HP, Hôpital Cochin.,INSERM (U1153), Clinical Epidemiology and Biostatistics, PRES Sorbonne Paris-Cité, Paris, France
| | - John R Kirwan
- Academic Rheumatology Unit, Bristol Royal Infirmary, University of Bristol, Bristol, UK
| | - Cátia Duarte
- Department of Rheumatology, Centro Hospitalar e Universitário de Coimbra.,Clínica Universitária de Reumatologia, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Maarten de Wit
- Patient Research Partner, EULAR Standing Committee of People with Arthritis/Rheumatism in Europe (PARE), Zurich, Switzerland.,Department of Medical Humanities, VU University Medical Centre, Amsterdam, The Netherlands
| | - Martin Soubrier
- Department of Rheumatology, CHU Clermont-Ferrand, Clermont-Ferrand
| | - Bruno Fautrel
- Faculty of Medicine, UPMC University Paris 06, GRC-UPMC 08 (EEMOIS).,Department of Rheumatology, AP-HP, Pitié Salpêtrière Hospital, Paris.,CRI IMIDIATE, French Clinical Research Infrastructure Network, Toulouse, France
| | - Tore K Kvien
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
| | - José A P da Silva
- Department of Rheumatology, Centro Hospitalar e Universitário de Coimbra.,Clínica Universitária de Reumatologia, Faculty of Medicine, University of Coimbra, Coimbra, Portugal
| | - Laure Gossec
- Faculty of Medicine, UPMC University Paris 06, GRC-UPMC 08 (EEMOIS).,Department of Rheumatology, AP-HP, Pitié Salpêtrière Hospital, Paris
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Challa DNV, Crowson CS, Davis JM. The Patient Global Assessment of Disease Activity in Rheumatoid Arthritis: Identification of Underlying Latent Factors. Rheumatol Ther 2017; 4:201-208. [PMID: 28488206 PMCID: PMC5443732 DOI: 10.1007/s40744-017-0063-5] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2017] [Indexed: 01/14/2023] Open
Abstract
Introduction The patient global assessment of disease activity is a crucial component of various measures of disease activity in rheumatoid arthritis (RA). Our objective was to identify underlying latent traits driving the patient global assessment using a quantitative, multivariable data reduction approach. Methods This was a prospective cross-sectional study of consecutive patients with RA. The patient sample was stratified to include 50 patients with patient-provider discordance (i.e., at least 25-mm absolute difference between the patient and provider global assessments) and 20 patients with patient-provider concordance (i.e., less than 25-mm absolute difference between the patient and provider global assessments). Data were collected from the most recent rheumatology visit, including patient characteristics, current RA medications, and comorbidities. Participants completed several validated patient-reported outcome measures. The data were evaluated using factor analysis, and then linear regression was used to determine the variability in the patient global assessment explained by the factor scores. Results The study included 70 patients with mean age of 61 years, 73% female, and with mean disease duration of 8 years. The means (SD) for the patient and provider global assessments were 44.6 (22.7) and 20.1 (17.7), respectively. Factor analysis yielded eight factors that represented measurements of pain, fatigue, depression or anxiety symptoms, prior diagnosis of depression or anxiety, advanced age and degenerative arthritis, inability to participate, fibromyalgia (clinical diagnosis and Widespread Pain Index), and undetermined. Linear regression analysis showed that fibromyalgia explained the greatest proportion of the variance in the patient global assessment followed by the other factors. Conclusion Latent factors underlying the patient global assessment include pain, depression and anxiety, inability to participate, fibromyalgia, advanced age, and degenerative arthritis.
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Affiliation(s)
- Divya N V Challa
- Division of Rheumatology, Department of Medicine, Mayo Clinic, Rochester, MN, USA
| | - Cynthia S Crowson
- Division of Biostatistics and Informatics, Department of Health Sciences Research, Mayo Clinic, Rochester, MN, USA
| | - John M Davis
- Division of Rheumatology, Department of Medicine, Mayo Clinic, Rochester, MN, USA.
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