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Tedeschi SK, Hayashi K, Rosenthal A, Gill M, Marrugo J, Fukui S, Gravallese E, Solomon DH. Fractures in Patients With Acute Calcium Pyrophosphate Crystal Arthritis Versus Matched Comparators in a Large Cohort Study. Arthritis Rheumatol 2024; 76:936-941. [PMID: 38221723 PMCID: PMC11136597 DOI: 10.1002/art.42798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2023] [Revised: 12/14/2023] [Accepted: 01/11/2024] [Indexed: 01/16/2024]
Abstract
OBJECTIVE Calcium pyrophosphate deposition (CPPD) disease was associated with osteopenia in two cross-sectional studies. We compared fracture risks in patients with acute calcium pyrophosphate (CPP) crystal arthritis versus matched comparators. METHODS We performed a longitudinal cohort study using electronic health record data from a single large academic health system, with data from 1991 to 2023. Patients with one or more episodes of acute CPP crystal arthritis were matched to comparators on the index date (first documentation of "pseudogout" or synovial fluid CPP crystals or matched encounter) and first encounter in the health system. The primary outcome was first fracture at the humerus, wrist, hip, or pelvis. We excluded patients with fracture before the index date. Covariates included demographics, body mass index, smoking, comorbidities, health care use, glucocorticoids, and osteoporosis treatments. We estimated incidence rates and adjusted hazard ratios for fracture. Sensitivity analyses excluded patients prescribed glucocorticoids, patients prescribed osteoporosis treatments, or patients with rheumatoid arthritis and additionally adjusted for chronic kidney disease. RESULTS We identified 1,148 patients with acute CPP crystal arthritis matched to 3,730 comparators, with a mean age of 73 years. Glucocorticoids and osteoporosis treatments were more frequent in the acute CPP crystal arthritis cohort. Fracture incidence rates were twice as high in the acute CPP crystal arthritis cohort (11.7 per 1,000 person-years) versus comparators (5.5 per 1,000 person-years). After multivariable adjustment, fracture relative risk was twice as high in the acute CPP crystal arthritis cohort (hazard ratio 1.8 [95% confidence interval 1.3-2.3]); results were similar in sensitivity analyses. CONCLUSION In this first published study of fractures and CPPD, fracture risk was nearly doubled in patients with acute CPP crystal arthritis.
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Affiliation(s)
| | | | | | - Muneet Gill
- Brigham and Women's Hospital, Boston, Massachusetts
| | | | - Sho Fukui
- Brigham and Women's Hospital, Boston, Massachusetts
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Radner H. Viewpoint: how to measure comorbidities in patients with rheumatoid arthritis - clinical and academic value. Rheumatology (Oxford) 2023; 62:SI282-SI285. [PMID: 37871917 PMCID: PMC10650270 DOI: 10.1093/rheumatology/kead436] [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: 03/29/2023] [Accepted: 08/08/2023] [Indexed: 10/25/2023] Open
Abstract
Given the high prevalence and the enormous impact on key outcomes, comorbidities are important to consider, especially in patients with RA. Comorbidity indices are tools to quantify the impact of the overall burden of coexisting diseases on a specific outcome of interest. Until now, no gold standard exists on how to measure comorbidities. A large variety of indices have been developed using different settings and therefore leading to conceptual differences. Choosing the right tool clearly depends on the intention (clinical or research purpose) and the specific research question. The current article will address the purpose and challenge of measuring comorbidities in RA patients.
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Affiliation(s)
- Helga Radner
- Division of Rheumatology, Department of Internal Medicine III, Medical University Vienna, Vienna, Austria
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Surandran S, Ahmed S, Walton T, Nikiphorou E, Dey M. Multimorbidity in rheumatoid arthritis: common mechanistic links and impact and challenges in routine clinical practice. Rheumatology (Oxford) 2023; 62:SI260-SI270. [PMID: 37871920 DOI: 10.1093/rheumatology/kead489] [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: 06/01/2023] [Accepted: 09/13/2023] [Indexed: 10/25/2023] Open
Abstract
Early identification and management of multimorbidity in patients with rheumatic and musculoskeletal diseases (RMDs), such as RA, is an integral, but often neglected, aspect of care. The prevalence and incidence of conditions such as osteoporosis, cardiovascular disease, pulmonary disease and malignancies, often co-existing with RA, continues to have significant implications for the management of this patient group. Multimorbidity in RMDs can be associated with inflammatory disease activity and target organ damage. Lifestyle factors, such as smoking and inactivity, further contribute to the burden of disease. Inflammation is the underlying factor, not just in RA but also many comorbidities. The current framework of a treat-to-target approach focuses on achieving early remission and inflammatory activity suppression. We describe how the comorbidity burden in people with RMDs impacts on disease outcome and treatment response. The importance of addressing comorbidity at an early stage and adopting a patient centred approach is critical in modern practice.
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Affiliation(s)
| | - Saad Ahmed
- Department of Rheumatology, Colchester General Hospital, Colchester, UK
| | - Tom Walton
- Department of Rheumatology, Colchester General Hospital, Colchester, UK
| | - Elena Nikiphorou
- Centre for Rheumatic Diseases, King's College London, London, UK
- Rheumatology Department, King's College Hospital, London, UK
| | - Mrinalini Dey
- Institute of Life Course and Medical Sciences, University of Liverpool, Liverpool, UK
- Department of Rheumatology, Countless of Chester Hospital NHS Foundation Trust, Chester, UK
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England BR. The Multimorbidity Web in rheumatoid arthritis. Rheumatology (Oxford) 2023; 62:SI242-SI251. [PMID: 37871922 DOI: 10.1093/rheumatology/kead246] [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: 02/27/2023] [Accepted: 05/17/2023] [Indexed: 10/25/2023] Open
Abstract
Multimorbidity, the presence of multiple chronic conditions, is highly prevalent in people with RA. An essential characteristic of multimorbidity is the interrelatedness of the different conditions that may develop in a multimorbid person. Recent studies have begun to identify and describe the Multimorbidity Web by elucidating unique multimorbidity patterns in people with RA. The primary multimorbidity patterns in this web are cardiopulmonary, cardiometabolic, and mental health and chronic pain multimorbidity. Once caught in the Multimorbidity Web, the consequences can be devastating, with reduced quality of life, physical function, survival, and treatment responses observed in multimorbid RA persons. The development of effective management and preventive approaches for multimorbidity in people with RA is in its infancy. Determining how best to assess, intervene, and prevent multimorbidity in RA is crucial to optimize long-term outcomes in people with RA.
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Affiliation(s)
- Bryant R England
- Division of Rheumatology & Immunology, Department of Internal Medicine, VA Nebraska-Western Iowa Health Care System, University of Nebraska Medical Center, Omaha, NE, USA
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England BR, Yun H, Chen L, Vanderbleek J, Michaud K, Mikuls TR, Curtis JR. Influence of Multimorbidity on New Treatment Initiation and Achieving Target Disease Activity Thresholds in Active Rheumatoid Arthritis: A Cohort Study Using the Rheumatology Informatics System for Effectiveness Registry. Arthritis Care Res (Hoboken) 2023; 75:231-239. [PMID: 34338449 PMCID: PMC8807743 DOI: 10.1002/acr.24762] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Revised: 07/14/2021] [Accepted: 07/29/2021] [Indexed: 02/04/2023]
Abstract
OBJECTIVE To determine whether multimorbidity is associated with treatment changes and achieving target disease activity thresholds in patients with active rheumatoid arthritis (RA). METHODS We conducted a retrospective cohort study of adults with active RA within the Rheumatology Informatics System for Effectiveness (RISE) registry. Multimorbidity was measured using RxRisk, a medication-based index of chronic disease. We used multivariable logistic regression models to assess the associations of multimorbidity with the odds of initiating a new disease-modifying antirheumatic drug (DMARD) in active RA, and among those initiating a new DMARD, the odds of achieving low disease activity or remission. RESULTS We identified 15,626 patients using the Routine Assessment of Patient Index Data 3 (RAPID3) cohort and 5,733 patients using the Clinical Disease Activity Index (CDAI) cohort. All patients had active RA, of which 1,558 (RAPID3) and 834 (CDAI) initiated a new DMARD and had follow-up disease activity measures. Patients were middle aged, female, and predominantly White, and on average received medications from 6 to 7 RxRisk categories. Multimorbidity was not associated with new DMARD initiation in active RA. However, a greater burden of multimorbidity was associated with lower odds of achieving treatment targets (per 1-unit RxRisk: RAPID3 cohort odds ratio [OR] 0.95 [95% confidence interval (95% CI) 0.91, 0.98]; CDAI cohort OR 0.94 [95% CI 0.90, 0.99]). Those with the highest burden of multimorbidity had the lowest odds of achieving target RA disease activity (RAPID3 cohort OR 0.54 [95% CI 0.34, 0.85]; CDAI cohort OR 0.65 [95% CI 0.37, 1.15]). CONCLUSION These findings from a large, real-world registry illustrate the potential impact of multimorbidity on treatment response and indicate that a more holistic management approach targeting multimorbidity may be needed to optimize RA disease control in these patients.
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Affiliation(s)
- Bryant R. England
- Division of Rheumatology & Immunology, Department of Internal Medicine, University of Nebraska Medical Center & VA Nebraska-Western Iowa Health Care System, Omaha, NE
| | - Huifeng Yun
- University of Alabama at Birmingham, Birmingham, AL
| | - Lang Chen
- University of Alabama at Birmingham, Birmingham, AL
| | | | - Kaleb Michaud
- Division of Rheumatology & Immunology, Department of Internal Medicine, University of Nebraska Medical Center & VA Nebraska-Western Iowa Health Care System, Omaha, NE
- FORWARD, The National Databank for Rheumatic Diseases, Wichita, KS
| | - Ted R. Mikuls
- Division of Rheumatology & Immunology, Department of Internal Medicine, University of Nebraska Medical Center & VA Nebraska-Western Iowa Health Care System, Omaha, NE
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Tedeschi SK, Yoshida K, Huang W, Solomon DH. Confirming Prior and Identifying Novel Correlates of Acute Calcium Pyrophosphate Crystal Arthritis. Arthritis Care Res (Hoboken) 2023; 75:283-288. [PMID: 34397174 PMCID: PMC8847549 DOI: 10.1002/acr.24770] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 06/30/2021] [Accepted: 08/12/2021] [Indexed: 12/29/2022]
Abstract
OBJECTIVE To investigate previously identified and novel correlates of acute calcium pyrophosphate (CPP) crystal arthritis among well-characterized cases. METHODS In this case-control study, we identified cases of acute CPP crystal arthritis using a validated algorithm (positive predictive value 81%) applied in the Partners HealthCare electronic health record (EHR). Cases were matched to general patient controls on the year of first EHR encounter and index date. Prespecified potential correlates included sex, race, and comorbidities and medications previously associated with CPP deposition/acute CPP crystal arthritis in the literature. We estimated odds ratios (ORs) and 95% confidence intervals using conditional logistic regression models adjusted for demographic characteristics, comorbidities, medications prescribed in the past 90 days, health care utilization, and multimorbidity score. RESULTS We identified 1,697 cases matched to 6,503 controls. Mean ± SD age was 73.7 ± 11.8 years, 56.7% were female, 80.8% were White, and 10.3% were Black. All prespecified covariates were more common in cases than controls. Osteoarthritis (OR 3.08), male sex (OR 1.35), rheumatoid arthritis (OR 2.09), gout (OR 2.83), proton pump inhibitors (OR 1.94), loop diuretics (OR 1.60), and thiazides (OR 1.46) were significantly associated with acute CPP crystal arthritis after full adjustment. Black race was associated with lower odds for acute CPP crystal arthritis compared to White race (OR 0.47). CONCLUSION Using a validated algorithm to identify nearly 1,700 patients with acute CPP crystal arthritis, we confirmed important correlates of this acute manifestation of CPP deposition. This is the first study to report higher odds for acute CPP crystal arthritis among males.
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Affiliation(s)
- Sara K. Tedeschi
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Kazuki Yoshida
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Weixing Huang
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, Boston, MA, USA
| | - Daniel H. Solomon
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women’s Hospital, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
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England BR, Yang Y, Roul P, Haas C, Najjar L, Sayles H, Yu F, Sauer BC, Baker JF, Xie F, Michaud K, Curtis JR, Mikuls TR. Identification of Multimorbidity Patterns in Rheumatoid Arthritis Through Machine Learning. Arthritis Care Res (Hoboken) 2023; 75:220-230. [PMID: 35588095 PMCID: PMC10009900 DOI: 10.1002/acr.24956] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2022] [Revised: 04/18/2022] [Accepted: 05/10/2022] [Indexed: 11/09/2022]
Abstract
OBJECTIVE Recognizing that the interrelationships between chronic conditions that complicate rheumatoid arthritis (RA) are poorly understood, we aimed to identify patterns of multimorbidity and to define their prevalence in RA through machine learning. METHODS We constructed RA and age- and sex-matched (1:1) non-RA cohorts within a large commercial insurance database (MarketScan) and the Veterans Health Administration (VHA). Chronic conditions (n = 44) were identified from diagnosis codes from outpatient and inpatient encounters. Exploratory factor analysis was performed separately in both databases, stratified by RA diagnosis and sex, to identify multimorbidity patterns. The association of RA with different multimorbidity patterns was determined using conditional logistic regression. RESULTS We studied 226,850 patients in MarketScan (76% female) and 120,780 patients in the VHA (89% male). The primary multimorbidity patterns identified were characterized by the presence of cardiopulmonary, cardiometabolic, and mental health and chronic pain disorders. Multimorbidity patterns were similar between RA and non-RA patients, female and male patients, and patients in MarketScan and the VHA. RA patients had higher odds of each multimorbidity pattern (odds ratios [ORs] 1.17-2.96), with mental health and chronic pain disorders being the multimorbidity pattern most strongly associated with RA (ORs 2.07-2.96). CONCLUSION Cardiopulmonary, cardiometabolic, and mental health and chronic pain disorders represent predominant multimorbidity patterns, each of which is overrepresented in RA. The identification of multimorbidity patterns occurring more frequently in RA is an important first step in progressing toward a holistic approach to RA management and warrants assessment of their clinical and predictive utility.
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Affiliation(s)
- Bryant R England
- VA Nebraska-Western Iowa Health Care System and University of Nebraska Medical Center, Omaha
| | | | | | - Christian Haas
- University of Nebraska, Omaha, and Vienna University of Economics and Business, Vienna, Austria
| | | | | | - Fang Yu
- University of Nebraska Medical Center, Omaha
| | - Brian C Sauer
- University of Utah and Veterans Affairs Salt Lake City, Salt Lake City
| | - Joshua F Baker
- Philadelphia Veterans Affairs and University of Pennsylvania, Philadelphia
| | | | - Kaleb Michaud
- University of Nebraska Medical Center, Omaha, and FORWARD, The National Databank for Rheumatic Diseases, Wichita, Kansas
| | | | - Ted R Mikuls
- VA Nebraska-Western Iowa Health Care System and University of Nebraska Medical Center, Omaha
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Novella-Navarro M, Balsa A. Difficult-to-Treat Rheumatoid Arthritis in Older Adults: Implications of Ageing for Managing Patients. Drugs Aging 2022; 39:841-849. [PMID: 36104655 PMCID: PMC9626415 DOI: 10.1007/s40266-022-00976-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/17/2022] [Indexed: 11/30/2022]
Abstract
Difficult-to-treat rheumatoid arthritis is a heterogeneous term in which patients may present with difficulties in their management for different reasons. This can ultimately lead to patients being exposed to multiple treatments because of inefficacy (resulting from mechanisms intrinsic to rheumatoid arthritis or from non-inflammatory causes such as chronic pain syndrome or structural damage, among others), toxicity or adverse effects that may be linked to comorbidities. One particular group in which such characteristics may be more patent is older patients. Increasing life expectancy, an ageing population and the late onset of rheumatoid arthritis have led to an increased interest in the particularities of treating older patients. This may pose a challenge for physicians, as ageing has implications for optimal patient treatment owing to the potential presence of comorbidities, the risk of adverse events and perceptions of disease status by both physicians and patients. All of these factors may have implications for classifying and managing patients aged > 65 years as difficult-to-treat rheumatoid arthritis, as these patients could be misclassified. This can occur when a significant proportion may still exhibit signs of active disease but not necessarily be difficult to treat because the treatment criterion has not been fulfilled. Alternatively, patients may be exposed to multiple biologic/targeted disease-modifying antirheumatic drugs because of contraindications and/or comorbid conditions. Treatment-to-target strategies and an adequate assessment of inflammatory rheumatoid arthritis activity in older patients should be undertaken, taking special care with associated comorbidities, polypharmacy and risk profiles. Such an approach can help to ensure appropriate treatment for older adults and avoid the misclassification of difficult-to-treat patients.
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Affiliation(s)
| | - Alejandro Balsa
- Rheumatology Department, Hospital Universitario La Paz, Madrid, Spain
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Tedeschi SK, Huang W, Yoshida K, Solomon DH. Risk of cardiovascular events in patients having had acute calcium pyrophosphate crystal arthritis. Ann Rheum Dis 2022; 81:1323-1329. [PMID: 35613842 PMCID: PMC10043830 DOI: 10.1136/annrheumdis-2022-222387] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2022] [Accepted: 05/16/2022] [Indexed: 11/03/2022]
Abstract
OBJECTIVES Calcium pyrophosphate deposition (CPPD) disease, broadly defined, has been associated with increased risk of cardiovascular (CV) events. We investigated risk of CV events in patients with acute CPP crystal arthritis, the acute manifestation of CPPD. METHODS Cohort study using Mass General Brigham electronic health record (EHR) data, 1991-2017. Patients with acute CPP crystal arthritis were identified using a published machine learning algorithm with positive predictive value 81%. Comparators were matched on year of EHR entry and index date of patients with acute CPP crystal arthritis (first positive synovial fluid CPP result or mention of 'pseudogout', or matched encounter). Major adverse cardiovascular event (MACE) was a composite of non-fatal CV event (myocardial infarction, acute coronary syndrome, coronary revascularisation, stroke) and death. We estimated incidence rates (IRs) and adjusted hazard ratios for MACE, non-fatal CV event and death, allowing for differential estimates during years 0-2 and 2-10. Sensitivity analyses included: (1) patients with acute CPP crystal arthritis diagnosed during outpatient visits, (2) patients with linked Medicare data, 2007-2016 and (3)patients matched on number of CV risk factors. RESULTS We matched 1200 acute CPP crystal arthritis patients to 3810 comparators. IR for MACE in years 0-2 was 91/1000 person-years (p-y) in acute CPP crystal arthritis and 59/1000 p-y in comparators. In years 2-10, IR for MACE was 58/1000 p-y in acute CPP crystal arthritis and 53/1000 p-y in comparators. Acute CPP crystal arthritis was significantly associated with increased risk for MACE in years 0-2 (HR 1.32, 95% CI 1.01 to 1.73) and non-fatal CV event in years 0-2 (HR 1.92, 95% CI 1.12 to 3.28) and years 2-10 (HR 2.18, 95% CI 1.27 to 3.75), but not death. Results of sensitivity analyses were similar to the primary analysis; in the outpatient-only analysis, risk of non-fatal CVE was significantly elevated in years 2-10 but not in years 0-2. CONCLUSIONS Acute CPP crystal arthritis was significantly associated with elevated short and long-term risk for non-fatal CV event.
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Affiliation(s)
- Sara K Tedeschi
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
| | - Weixing Huang
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Kazuki Yoshida
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital, Boston, Massachusetts, USA
| | - Daniel H Solomon
- Division of Rheumatology, Inflammation, and Immunity, Brigham and Women's Hospital, Boston, Massachusetts, USA
- Department of Medicine, Harvard Medical School, Boston, Massachusetts, USA
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Banse C, Houivet E, Loison A, Varin R, Pouplin S, Lequerré T, Vittecoq O. Association Between the Number of Comorbidities and the Risk of a Serious Infection in Rheumatoid Arthritis Treated by a First Biologic Agent. J Clin Rheumatol 2022; 28:e270-e273. [PMID: 33337817 DOI: 10.1097/rhu.0000000000001618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Affiliation(s)
| | | | - Aurélien Loison
- Department of Pharmacy, Rouen University Hospital, Rouen, France
| | - Rémi Varin
- Department of Pharmacy, Rouen University Hospital, Rouen, France
| | - Sophie Pouplin
- From the Department of Rheumatology, CIC/CRB 1404, Rouen University Hospital, Normandie Univ, Rouen
| | - Thierry Lequerré
- From the Department of Rheumatology, CIC/CRB 1404, Rouen University Hospital, Normandie Univ, Rouen
| | - Olivier Vittecoq
- From the Department of Rheumatology, CIC/CRB 1404, Rouen University Hospital, Normandie Univ, Rouen
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11
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Crowson CS, Gunderson TM, Dykhoff HJ, Myasoedova E, Atkinson EJ, Kronzer VL, Coffey CM, Davis Iii JM. Comprehensive assessment of multimorbidity burden in a population-based cohort of patients with rheumatoid arthritis. RMD Open 2022; 8:e002022. [PMID: 35042730 PMCID: PMC8768925 DOI: 10.1136/rmdopen-2021-002022] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Accepted: 12/19/2021] [Indexed: 01/03/2023] Open
Abstract
OBJECTIVE To comprehensively assess multimorbidity burden in patients with rheumatoid arthritis (RA) in order to unify the multimorbidity definition for RA research and clinical practice. METHODS In this population-based study, residents of eight Minnesota counties with prevalent RA on 1 January 2015 were identified. Age, sex and county-matched non-RA comparators were selected from the same population. Diagnostic codes were retrieved for 5 years before 1 January 2015. Using two codes ≥30 days apart, 44 previously defined morbidities and 78 non-overlapping chronic disease categories based on Clinical Classification Software were defined. Prevalence of each morbidity in the RA versus non-RA cohorts was compared using false discovery rate to adjust for multiple comparisons. Morbidities more common in RA than non-RA and those with prevalence ≥5% were retained. RESULTS 1643 patients with RA and 1643 non-RA subjects (72% women; mean age 63.1 years) were studied. Using the 44 morbidities, multimorbidity (defined as 2+ morbidities) was present in 1411 (86%) of RA and 1164 (71%) of non-RA subjects (p<0.001) with 5+ morbidities present in 907 (55%) of RA and 619 (38%) of non-RA (p<0.001). Patients with RA had significantly higher prevalence of 24 of the 44 morbidities compared with non-RA, especially interstitial lung disease, fibromyalgia, osteoarthritis and osteoporosis. Among the additional 78 categories, 7 were significantly higher in RA than non-RA, including organic sleep disorders, vitamin D deficiency and foot ulcers. CONCLUSION Patients with RA have a higher prevalence of multimorbidity compared with non-RA subjects. These results confirm the list of 44 morbidities and add several other morbidities of interest in RA.
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Affiliation(s)
- Cynthia S Crowson
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
- Division of Rheumatology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Tina M Gunderson
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Hayley J Dykhoff
- Mayo Clinic Robert D. and Patricia E. Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, Minnesota, USA
| | - Elena Myasoedova
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
- Division of Rheumatology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Elizabeth J Atkinson
- Department of Quantitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Vanessa L Kronzer
- Division of Rheumatology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Caitrin M Coffey
- Division of Rheumatology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - John M Davis Iii
- Division of Rheumatology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
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Huang YJ, Chen JS, Luo SF, Kuo CF. Comparison of Indexes to Measure Comorbidity Burden and Predict All-Cause Mortality in Rheumatoid Arthritis. J Clin Med 2021; 10:jcm10225460. [PMID: 34830741 PMCID: PMC8618526 DOI: 10.3390/jcm10225460] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2021] [Revised: 11/04/2021] [Accepted: 11/11/2021] [Indexed: 11/20/2022] Open
Abstract
Objectives: To examine the comorbidity burden in patients with rheumatoid arthritis (RA) patients using a nationwide population-based cohort by assessing the Charlson Comorbidity Index (CCI), Elixhauser Comorbidity Index (ECI), Multimorbidity Index (MMI), and Rheumatic Disease Comorbidity Index (RDCI) scores and to investigate their predictive ability for all-cause mortality. Methods: We identified 24,767 RA patients diagnosed from 1998 to 2008 in Taiwan and followed up until 31 December 2013. The incidence of comorbidities was estimated in three periods (before, during, and after the diagnostic period). The incidence rate ratios were calculated by comparing during vs. before and after vs. before the diagnostic period. One- and 5-year mortality rates were calculated and discriminated by low and high-score groups and modified models for each index. Results: The mean score at diagnosis was 0.8 in CCI, 2.8 in ECI, 0.7 in MMI, and 1.3 in RDCI, and annual percentage changes are 11.0%, 11.3%, 9.7%, and 6.8%, respectively. The incidence of any increase in the comorbidity index was significantly higher in the periods of “during” and “after” the RA diagnosis (incidence rate ratios for different indexes: 1.33–2.77). The mortality rate significantly differed between the high and low-score groups measured by each index (adjusted hazard ratios: 2.5–4.3 for different indexes). CCI was slightly better in the prediction of 1- and 5-year mortality rates. Conclusions: Comorbidities are common before and after RA diagnosis, and the rate of accumulation accelerates after RA diagnosis. All four comorbidity indexes are useful to measure the temporal changes and to predict mortality.
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13
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Gunderson TM, Myasoedova E, Davis JM, Crowson CS. Multimorbidity Burden in Rheumatoid Arthritis: A Population-based Cohort Study. J Rheumatol 2021; 48:1648-1654. [PMID: 33589552 PMCID: PMC8364559 DOI: 10.3899/jrheum.200971] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 02/02/2021] [Indexed: 01/25/2023]
Abstract
OBJECTIVE To estimate the prevalence and incidence of multimorbidity (MM) in a population-based cohort of patients with rheumatoid arthritis (RA) compared to subjects without RA. METHODS Between 1999-2013, residents of Olmsted County, Minnesota with incident RA who met the 1987 American College of Rheumatology criteria were compared to age- and sex-matched non-RA subjects from the same population. Twenty-five chronic comorbidities from a combination of the Charlson, Elixhauser, and Rheumatic Disease Comorbidity Indices were included, excluding rheumatic comorbidities. The Aalen-Johansen method was used to estimate the cumulative incidence of MM (MM2+; ≥ 2 chronic comorbidities) or substantial MM (MM5+; ≥ 5), adjusting for the competing risk of death. RESULTS The study included 597 patients with RA and 594 non-RA subjects (70% female, 90% White, mean age 55.5 yrs). At incidence/index date, the prevalence of MM2+ was higher in RA than non-RA subjects (38% RA vs 32% non-RA, P = 0.02), whereas prevalence of MM5+ was similar (5% RA vs. 4% non-RA, P = 0.68). During follow-up (median 11.6 yrs RA, 11.3 yrs non-RA), more patients with RA developed MM2+ (214 RA vs 188 non-RA; adjusted HR 1.39, 95% CI 1.14-1.69). By 10 years after RA incidence/index, the cumulative incidence of MM2+ was 56.5% among the patients with RA (95% CI 56.5-62.3%) compared with 47.9% among the non-RA (95% CI 42.8-53.7%). Patients with RA showed no evidence of increase in incidence of MM5+ (adjusted HR 1.17, 95% CI 0.93-1.47). CONCLUSION Patients with RA have both a higher prevalence of MM at the time of RA incidence as well as increased incidence thereafter.
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Affiliation(s)
- Tina M Gunderson
- T.M. Gunderson, MS, Department of Health Sciences Research, Mayo Clinic, Rochester
| | - Elena Myasoedova
- E. Myasoedova, MD, PhD, C.S. Crowson, PhD, Department of Health Sciences Research, and Division of Rheumatology, Department of Internal Medicine, Mayo Clinic, Rochester
| | - John M Davis
- J.M. Davis III, MD, MS, Division of Rheumatology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Cynthia S Crowson
- E. Myasoedova, MD, PhD, C.S. Crowson, PhD, Department of Health Sciences Research, and Division of Rheumatology, Department of Internal Medicine, Mayo Clinic, Rochester;
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Wei MY, Luster JE, Ratz D, Mukamal KJ, Langa KM. Development, Validation, and Performance of a New Physical Functioning-Weighted Multimorbidity Index for Use in Administrative Data. J Gen Intern Med 2021; 36:2427-2433. [PMID: 33469748 PMCID: PMC8342661 DOI: 10.1007/s11606-020-06486-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/24/2020] [Accepted: 12/15/2020] [Indexed: 11/26/2022]
Affiliation(s)
- Melissa Y Wei
- Division of General Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI, USA.
- Division of General Internal Medicine and Health Services Research, Department of Internal Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- Center for the Study of Healthcare Innovation, Implementation and Policy, VA Greater Los Angeles Healthcare System, Los Angeles, CA, USA.
| | - Jamie E Luster
- Division of General Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - David Ratz
- Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, MI, USA
| | - Kenneth J Mukamal
- Division of General Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
| | - Kenneth M Langa
- Division of General Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, MI, USA
- Institute for Social Research, University of Michigan, Ann Arbor, MI, USA
- Center for Clinical Management Research, VA Ann Arbor Healthcare System, Ann Arbor, MI, USA
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15
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Dey M, Busby A, Elwell H, Pratt A, Young A, Isaacs J, Nikiphorou E. The use and context of the term 'multimorbidity' in rheumatoid arthritis: a systematic literature review. Rheumatology (Oxford) 2021; 60:3058-3071. [PMID: 33682885 DOI: 10.1093/rheumatology/keab214] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2020] [Revised: 02/14/2021] [Accepted: 02/20/2021] [Indexed: 11/14/2022] Open
Abstract
This systematic literature review aimed to analyse terms describing coexisting conditions in the RA literature, informing the need for an operationalized definition of multimorbidity. Articles discussing RA with multimorbidity, published 1946 until August 2020, were identified. The primary outcome was the use and/or definition of 'multimorbidity' in RA. Information extracted included terms defining coexisting conditions, the use of a comorbidity/multimorbidity score and the use of 'index disease' to describe RA (more applicable to comorbidity than multimorbidity). Thirty-nine articles were included. Eight articles used the term 'multimorbidity', 18 used 'comorbidity' and 12 used both terms, 7 synonymously. One used no term. Fourteen articles fully defined the term. The number of co-existing conditions described in included studies was one-121. Twelve articles used a comorbidity/multimorbidity score. Four articles described RA as the 'index disease'. Our results demonstrate inconsistent use of the term multimorbidity. Improved assessment of multimorbidity is indicated in RA patients, including an operationalized use and definition.
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Affiliation(s)
- Mrinalini Dey
- Institute of Life Course and Medical Sciences, University of Liverpool
- Department of Rheumatology, Aintree Hospital, Liverpool University Hospitals NHS Foundation Trust, Liverpool
| | - Amanda Busby
- Centre for Health Services and Clinical Research, Life and Medical Sciences, University of Hertfordshire, Hatfield
| | - Helen Elwell
- British Medical Association Library, BMA House, Tavistock Square, London
| | - Arthur Pratt
- Faculty of Medical Sciences, Newcastle University Translational and Clinical Research Institute
- Musculoskeletal Unit, Newcastle upon Tyne Hospitals NHS Foundation Trust, Freeman Hospital, Newcastle upon Tyne
| | - Adam Young
- Centre for Health Services and Clinical Research, Life and Medical Sciences, University of Hertfordshire, Hatfield
| | - John Isaacs
- Faculty of Medical Sciences, Newcastle University Translational and Clinical Research Institute
- Musculoskeletal Unit, Newcastle upon Tyne Hospitals NHS Foundation Trust, Freeman Hospital, Newcastle upon Tyne
| | - Elena Nikiphorou
- Centre for Rheumatic Diseases, King's College London, London, UK
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16
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Hodgson A, Bernardin T, Westermeyer B, Hagopian E, Radtke T, Noman A. Development of a specialty intensity score to estimate a patient's need for care coordination across physician specialties. Health Sci Rep 2021; 4:e303. [PMID: 34084946 PMCID: PMC8142625 DOI: 10.1002/hsr2.303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2020] [Revised: 04/25/2021] [Accepted: 04/27/2021] [Indexed: 11/19/2022] Open
Abstract
BACKGROUNDS AND AIMS This article develops a Specialty Intensity Score, which uses patient diagnosis codes to estimate the number of specialist physicians a patient will need to access. Conceptually, the score can serve as a proxy for a patient's need for care coordination across doctors. Such a measure may be valuable to researchers studying care coordination practices for complex patients. In contrast with previous comorbidity scores, which focus primarily on mortality and utilization, this comorbidity score approximates the complexity of a patient's the interaction with the health care system. METHODS We use 2015 inpatient claims data from the Centers for Medicare and Medicaid Services to model the relationship between a patient's diagnoses and physician specialty usage. We estimate usage of specialist doctors by using a least absolute shrinkage and selection operator Poisson model. The Specialty Intensity Score is then constructed using this predicted specialty usage. To validate our score, we test its power to predict the occurrence of patient safety incidents and compare that with the predictive power of the Charlson comorbidity index. RESULTS Our model uses 127 of the 279 International Classification of Disease, 10th Revision, Clinical Modification (ICD-10-CM) diagnosis subchapters to predict specialty usage, thus creating the Specialty Intensity Score. This score has significantly greater power in predicting patient safety complications than the widely used Charlson comorbidity index. CONCLUSION The Specialty Intensity Score developed in this article can be used by health services researchers and administrators to approximate a patient's need for care coordination across multiple specialist doctors. It, therefore, can help with evaluation of care coordination practices by allowing researchers to restrict their analysis of outcomes to the patients most impacted by those practices.
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17
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Soh CH, Hassan SWU, Sacre J, Lim WK, Maier AB. Do morbidity measures predict the decline of activities of daily living and instrumental activities of daily living amongst older inpatients? A systematic review. Int J Clin Pract 2021; 75:e13838. [PMID: 33202078 PMCID: PMC8047900 DOI: 10.1111/ijcp.13838] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Accepted: 11/05/2020] [Indexed: 11/28/2022] Open
Abstract
OBJECTIVES Older adults often suffer from multimorbidity, which results in hospitalisations. These are often associated with poor health outcomes such as functional dependence and mortality. The aim of this review was to summarise the current literature on the capacities of morbidity measures in predicting activities of daily living (ADL) and instrumental activities of daily living (IADL) amongst inpatients. METHODS A systematic literature search was performed using four databases: Medline, Cochrane, Embase, and Cinahl Central from inception to 6th March 2019. Keywords included comorbidity, multimorbidity, ADL, and iADL, along with specific morbidity measures. Articles reporting on morbidity measures predicting ADL and IADL decline amongst inpatients aged 65 years or above were included. RESULTS Out of 7334 unique articles, 12 articles were included reporting on 7826 inpatients (mean age 77.6 years, 52.7% females). Out of five morbidity measures, the Charlson Comorbidity Index was most often reported. Overall, morbidity measures were poorly associated with ADL and IADL decline amongst older inpatients. CONCLUSION Morbidity measures are poor predictors for ADL or IADL decline amongst older inpatients and follow-up duration does not alter the performance of morbidity measures.
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Affiliation(s)
- Cheng Hwee Soh
- Department of Medicine and Aged Care, @AgeMelbourne, The Royal Melbourne Hospital, The University of Melbourne, Melbourne, VIC, Australia
| | - Syed Wajih Ul Hassan
- Department of Medicine and Aged Care, @AgeMelbourne, The Royal Melbourne Hospital, The University of Melbourne, Melbourne, VIC, Australia
| | - Julian Sacre
- Department of Medicine and Aged Care, @AgeMelbourne, The Royal Melbourne Hospital, The University of Melbourne, Melbourne, VIC, Australia
| | - Wen Kwang Lim
- Department of Medicine and Aged Care, @AgeMelbourne, The Royal Melbourne Hospital, The University of Melbourne, Melbourne, VIC, Australia
| | - Andrea B Maier
- Department of Medicine and Aged Care, @AgeMelbourne, The Royal Melbourne Hospital, The University of Melbourne, Melbourne, VIC, Australia
- Department of Human Movement Sciences, @AgeAmsterdam, Vrije Universiteit Amsterdam, Amsterdam Movement Sciences, Amsterdam, the Netherlands
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18
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Gergianaki I, Garantziotis P, Adamichou C, Saridakis I, Spyrou G, Sidiropoulos P, Bertsias G. High Comorbidity Burden in Patients with SLE: Data from the Community-Based Lupus Registry of Crete. J Clin Med 2021; 10:jcm10050998. [PMID: 33801229 PMCID: PMC7957898 DOI: 10.3390/jcm10050998] [Citation(s) in RCA: 27] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2021] [Revised: 01/28/2021] [Accepted: 02/22/2021] [Indexed: 01/14/2023] Open
Abstract
Comorbidities and multimorbidity, often complicating the disease course of patients with chronic inflammatory rheumatic diseases, may be influenced by disease-intrinsic and extrinsic determinants including regional and social factors. We analyzed the frequency and co-segregation of self-reported comorbid diseases in a community-based Mediterranean registry of patients (n = 399) with systemic lupus erythematosus (SLE). Predictors for multimorbidity were identified by multivariable logistic regression, strongly-associated pairs of comorbidities by the Cramer's V-statistic, and comorbidities clusters by hierarchical agglomerative clustering. Among the most prevalent comorbidities were thyroid (45.6%) and metabolic disorders (hypertension: 24.6%, dyslipidemia: 33.3%, obesity: 35.3%), followed by osteoporosis (22.3%), cardiovascular (20.8%), and allergic (20.6%) disorders. Mental comorbidities were also common, particularly depression (26.7%) and generalized anxiety disorder (10.7%). Notably, 51.0% of patients had ≥3 physical and 33.1% had ≥2 mental comorbidities, with a large fraction (n = 86) displaying multimorbidity from both domains. Sociodemographic (education level, marital status) and clinical (disease severity, neurological involvement) were independently associated with physical or mental comorbidity. Patients were grouped into five distinct clusters of variably prevalent comorbid diseases from different organs and domains, which correlated with SLE severity patterns. Conclusively, our results suggest a high multimorbidity burden in patients with SLE at the community, advocating for integrated care to optimize outcomes.
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Affiliation(s)
- Irini Gergianaki
- Department of Rheumatology and Clinical Immunology, University of Crete School of Medicine, 71500 Giofirakia, Greece; (I.G.); (C.A.); (I.S.); (G.S.); (P.S.)
- Department of Rheumatology and Clinical Immunology, University Hospital of Heraklion, 71500 Heraklion, Greece
- Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology-Hellas (FORTH), 70013 Heraklion, Greece
| | - Panagiotis Garantziotis
- Laboratory of Immune Regulation and Tolerance, Autoimmunity and Inflammation, Biomedical Research Foundation of the Academy of Athens, 11527 Athens, Greece;
- Division of Immunology and Rheumatology, Hannover Medical University, 30625 Hannover, Germany
| | - Christina Adamichou
- Department of Rheumatology and Clinical Immunology, University of Crete School of Medicine, 71500 Giofirakia, Greece; (I.G.); (C.A.); (I.S.); (G.S.); (P.S.)
- Department of Rheumatology and Clinical Immunology, University Hospital of Heraklion, 71500 Heraklion, Greece
| | - Ioannis Saridakis
- Department of Rheumatology and Clinical Immunology, University of Crete School of Medicine, 71500 Giofirakia, Greece; (I.G.); (C.A.); (I.S.); (G.S.); (P.S.)
- Department of Rheumatology and Clinical Immunology, University Hospital of Heraklion, 71500 Heraklion, Greece
| | - Georgios Spyrou
- Department of Rheumatology and Clinical Immunology, University of Crete School of Medicine, 71500 Giofirakia, Greece; (I.G.); (C.A.); (I.S.); (G.S.); (P.S.)
- Department of Rheumatology and Clinical Immunology, University Hospital of Heraklion, 71500 Heraklion, Greece
| | - Prodromos Sidiropoulos
- Department of Rheumatology and Clinical Immunology, University of Crete School of Medicine, 71500 Giofirakia, Greece; (I.G.); (C.A.); (I.S.); (G.S.); (P.S.)
- Department of Rheumatology and Clinical Immunology, University Hospital of Heraklion, 71500 Heraklion, Greece
- Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology-Hellas (FORTH), 70013 Heraklion, Greece
| | - George Bertsias
- Department of Rheumatology and Clinical Immunology, University of Crete School of Medicine, 71500 Giofirakia, Greece; (I.G.); (C.A.); (I.S.); (G.S.); (P.S.)
- Department of Rheumatology and Clinical Immunology, University Hospital of Heraklion, 71500 Heraklion, Greece
- Institute of Molecular Biology and Biotechnology, Foundation for Research and Technology-Hellas (FORTH), 70013 Heraklion, Greece
- Correspondence: ; Tel.: +30-2810-394635
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19
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England BR, Roul P, Yang Y, Sayles H, Yu F, Michaud K, Xie F, Curtis JR, Mikuls TR. Burden and trajectory of multimorbidity in rheumatoid arthritis: a matched cohort study from 2006 to 2015. Ann Rheum Dis 2021; 80:286-292. [PMID: 33032999 PMCID: PMC10658760 DOI: 10.1136/annrheumdis-2020-218282] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Revised: 09/11/2020] [Accepted: 09/15/2020] [Indexed: 12/31/2022]
Abstract
OBJECTIVES To compare the onset and trajectory of multimorbidity between individuals with and without rheumatoid arthritis (RA). METHODS A matched, retrospective cohort study was completed in a large, US commercial insurance database (MarketScan) from 2006 to 2015. Using validated algorithms, patients with RA (overall and incident) were age-matched and sex-matched to patients without RA. Diagnostic codes for 44 preidentified chronic conditions were selected to determine the presence (≥2 conditions) and burden (count) of multimorbidity. Cross-sectional comparisons were completed using the overall RA cohort and conditional logistic and negative binomial regression models. Trajectories of multimorbidity were assessed within the incident RA subcohort using generalised estimating equations. RESULTS The overall cohort (n=277 782) and incident subcohort (n=61 124) were female predominant (76.5%, 74.1%) with a mean age of 55.6 years and 54.5 years, respectively. The cross-sectional prevalence (OR 2.29, 95% CI 2.25 to 2.34) and burden (ratio of conditions 1.68, 95% CI 1.66 to 1.70) of multimorbidity were significantly higher in RA than non-RA in the overall cohort. Within the incident RA cohort, patients with RA had more chronic conditions than non-RA (β 1.13, 95% CI 1.10 to 1.17), and the rate of accruing chronic conditions was significantly higher in RA compared with non-RA (RA × follow-up year, β 0.21, 95% CI 0.20 to 0.21, p<0.001). Results were similar when including the pre-RA period and in several sensitivity analyses. CONCLUSIONS Multimorbidity is highly prevalent in RA and progresses more rapidly in patients with RA than in patients without RA during and immediately following RA onset. Therefore, multimorbidity should be aggressively identified and targeted early in the RA disease course.
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Affiliation(s)
- Bryant R England
- Division of Rheumatology & Immunology, University of Nebraska Medical Center, Omaha, Nebraska, USA
- VA Nebraska-Western Iowa Health Care System, Omaha, Nebraska, USA
| | - Punyasha Roul
- Division of Rheumatology & Immunology, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Yangyuna Yang
- Division of Rheumatology & Immunology, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Harlan Sayles
- Department of Biostatistics, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Fang Yu
- Department of Biostatistics, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Kaleb Michaud
- Division of Rheumatology & Immunology, University of Nebraska Medical Center, Omaha, Nebraska, USA
- National Data Bank for Rheumatic Diseases, Wichita, Kansas, USA
| | - Fenglong Xie
- Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Jeffrey R Curtis
- Immunology and Rheumatology, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Ted R Mikuls
- Division of Rheumatology & Immunology, University of Nebraska Medical Center, Omaha, Nebraska, USA
- VA Nebraska-Western Iowa Health Care System, Omaha, Nebraska, USA
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20
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Lubrano E, Scriffignano S, Perrotta FM. Multimorbidity and comorbidity in psoriatic arthritis - a perspective. Expert Rev Clin Immunol 2020; 16:963-972. [PMID: 32940114 DOI: 10.1080/1744666x.2021.1825941] [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] [Indexed: 12/12/2022]
Abstract
INTRODUCTION Psoriatic Arthritis (PsA) is a multifaceted disease in which various musculoskeletal and skin manifestations are involved. Beyond these features, PsA is associated with comorbidities that might increase the burden of the disease. AREAS COVERED In the last years a growing interest has come out for the concept of multimorbidity in rheumatology. Multimorbidity was defined as the 'co-existence of two or more chronic diseases in the same individual.' In the multimorbidity concept, the patient is of central concern and all coexisting diseases are of equal importance. Comorbidity was defined as the 'occurrence of any distinct additional entity during the clinical course of patient who has the index disease under study.' In PsA, comorbidity and multimorbidity have often been confusingly used interchangeably, showing that there is an unmet need on this topic. EXPERT OPINION This perspective article dealt with these different visions of the co-existence of other diseases in PsA, providing a distinction between them, not only for the impact on the treatment decision but also in how this concept might be incorporated into clinical trials design, choosing the right outcome measures for the patient-centric concept of multimorbidity. For this perspective, the authors searched PubMed and the Cochrane library for articles published.
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Affiliation(s)
- Ennio Lubrano
- Academic Rheumatology Unit, Dipartimento di Medicina e Scienze della Salute "Vincenzo Tiberio", Università degli Studi del Molise , Campobasso, Italy
| | - Silvia Scriffignano
- Academic Rheumatology Unit, Dipartimento di Medicina e Scienze della Salute "Vincenzo Tiberio", Università degli Studi del Molise , Campobasso, Italy
| | - Fabio Massimo Perrotta
- Academic Rheumatology Unit, Dipartimento di Medicina e Scienze della Salute "Vincenzo Tiberio", Università degli Studi del Molise , Campobasso, Italy
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21
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Sim SZ, Koh HL, Lee SPS, Young DYL, Lee ES. How does multimorbidity affect middle-aged adults? A cross-sectional survey in the Singapore primary healthcare setting. BMC FAMILY PRACTICE 2020; 21:190. [PMID: 32928131 PMCID: PMC7490863 DOI: 10.1186/s12875-020-01262-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Accepted: 09/02/2020] [Indexed: 11/17/2022]
Abstract
Background Multimorbidity is of increasing prevalence and importance. It has been associated with poorer health-related quality of life (HrQoL) especially in the elderly population. Despite substantial multimorbidity in the middle-aged population, defined as those aged between 40-64 years old, there is a paucity of research investigating the impact of multimorbidity in this population. This study aimed to investigate the association between multimorbidity and HrQoL in the middle-aged primary care population in Singapore. Methods A cross-sectional study was conducted at a primary care centre in Singapore. Interviewer-administered questionnaires were used to collect data regarding the participants’ sociodemographic characteristics, chronic conditions, and HrQoL, as measured by the EuroQol five dimensions 3-levels questionnaire (EQ5D). We defined multimorbidity as the presence of three or more conditions, out of a list of 14 chronic conditions. The associations between multimorbidity and the components of the EQ5D were assessed using multivariable regression analyses. Results The study included 297 participants, aged 40–64 years, of which 124 (41.7%) had multimorbidity. After adjusting for sociodemographic factors, participants with multimorbidity had significantly lower EQ5D UI, (β-coefficient − 0.064 (C.I -0.125, − 0.003), p = 0.04), but not significantly lower EQ5D VAS, (β-coefficient − 0.045 (C.I 0.102, 0.012), p = 0.12). Additionally, participants with multimorbidity had higher odds (OR = 2.41, p = 0.01) of reporting problems due to pain/discomfort. Conclusion Multimorbidity was not significantly associated with the overall health state, as measured by the EQ5D VAS, in middle-aged primary care patients. However, it was associated with the EQ5D UI which is a composite measure of five specific domains of HrQoL. Specifically, there was a statistically significant association between multimorbidity and the pain domain. Further studies are required to understand the relationship between multimorbidity and pain to enable physicians to better manage pain and HrQoL in this population.
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Affiliation(s)
- Sai Zhen Sim
- Clinical Research Unit, National Healthcare Group Polyclinics, 3 Fusionopolis Link, Nexus@one-north. South Tower, # 05-10, Singapore, 138543, Singapore.
| | - Hui Li Koh
- Clinical Research Unit, National Healthcare Group Polyclinics, 3 Fusionopolis Link, Nexus@one-north. South Tower, # 05-10, Singapore, 138543, Singapore
| | - Sabrina Poay Sian Lee
- Clinical Research Unit, National Healthcare Group Polyclinics, 3 Fusionopolis Link, Nexus@one-north. South Tower, # 05-10, Singapore, 138543, Singapore
| | - Doris Yee Ling Young
- Division of Family Medicine, Yong Loo Lin School of Medicine, National University of Singapore, NUHS Tower Block, 1E Kent Ridge Road Level 11, Singapore, 119228, Singapore
| | - Eng Sing Lee
- Clinical Research Unit, National Healthcare Group Polyclinics, 3 Fusionopolis Link, Nexus@one-north. South Tower, # 05-10, Singapore, 138543, Singapore
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22
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Zhao SS, Ermann J, Xu C, Lyu H, Tedeschi SK, Liao KP, Yoshida K, Moots RJ, Goodson NJ, Solomon DH. Comparison of comorbidities and treatment between ankylosing spondylitis and non-radiographic axial spondyloarthritis in the United States. Rheumatology (Oxford) 2020; 58:2025-2030. [PMID: 31081033 DOI: 10.1093/rheumatology/kez171] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2019] [Revised: 04/04/2019] [Indexed: 12/17/2022] Open
Abstract
OBJECTIVES This study aimed to compare comorbidities and biologic DMARD (bDMARD) use between AS and non-radiographic axial SpA (nr-axSpA) patients, using a large cohort of patients from routine clinical practice in the United States. METHODS We performed a cross-sectional study using electronic medical records from two academic hospitals in the United States. Data were extracted using automated searches (⩾3 ICD codes combined with text searches) and supplemented with manual chart review. Patients were categorized into AS or nr-axSpA according to classification criteria. Disease features, comorbidities (from a list of 39 chronic conditions) and history of bDMARD prescription were compared using descriptive statistics. RESULTS Among 965 patients identified, 775 (80%) were classified as having axSpA. The cohort was predominantly male (74%) with a mean age of 52.5 years (s.d. 16.8). AS patients were significantly older (54 vs 46 years), more frequently male (77% vs 64%) and had higher serum inflammatory markers than those with nr-axSpA (median CRP 3.4 vs 2.2 mg/dl). Half of all patients had at least one comorbidity. The mean number of comorbidities was 1.5 (s.d. 2.2) and similar between AS and nr-axSpA groups. A history of bDMARD-use was seen in 55% of patients with no difference between groups. The most commonly prescribed bDMARDs were adalimumab (31%) and etanercept (29%). Ever-prescriptions of individual bDMARDs were similar between AS and nr-axSpA. CONCLUSION Despite age differences, nr-axSpA patients had similar comorbidity burdens as those with AS. Both groups received comparable bDMARD treatment in this United States clinic-based cohort.
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Affiliation(s)
- Sizheng Steven Zhao
- Musculoskeletal Biology I, Institute of Ageing and Chronic Disease, University of Liverpool, Liverpool, UK.,Department of Academic Rheumatology, Aintree University Hospital, Liverpool, UK.,Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, MA, USA
| | - Joerg Ermann
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Chang Xu
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, MA, USA
| | - Houchen Lyu
- Harvard Medical School, Boston, MA, USA.,Department of Orthopaedics, General Hospital of Chinese PLA, Beijing, China
| | - Sara K Tedeschi
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Katherine P Liao
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA
| | - Kazuki Yoshida
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, MA, USA.,Departments of Epidemiology and Biostatistics, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Robert J Moots
- Musculoskeletal Biology I, Institute of Ageing and Chronic Disease, University of Liverpool, Liverpool, UK.,Department of Academic Rheumatology, Aintree University Hospital, Liverpool, UK
| | - Nicola J Goodson
- Musculoskeletal Biology I, Institute of Ageing and Chronic Disease, University of Liverpool, Liverpool, UK.,Department of Academic Rheumatology, Aintree University Hospital, Liverpool, UK
| | - Daniel H Solomon
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, MA, USA.,Harvard Medical School, Boston, MA, USA.,Division of Pharmacoepidemiology and Pharmacoeconomics, Brigham and Women's Hospital, Boston, MA, USA
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Zhao SS, Radner H, Siebert S, Duffield SJ, Thong D, Hughes DM, Moots RJ, Solomon DH, Goodson NJ. Comorbidity burden in axial spondyloarthritis: a cluster analysis. Rheumatology (Oxford) 2020; 58:1746-1754. [PMID: 31220322 DOI: 10.1093/rheumatology/kez119] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2018] [Accepted: 03/03/2019] [Indexed: 01/03/2023] Open
Abstract
OBJECTIVES To examine how comorbidities cluster in axial spondyloarthritis (axSpA) and whether these clusters are associated with quality of life, global health and other outcome measures. METHODS We conducted a cross-sectional study of consecutive patients meeting ASAS criteria for axSpA in Liverpool, UK. Outcome measures included quality of life (EQ5D), global health and disease activity (BASDAI). We used hierarchical cluster analysis to group patients according to 38 pre-specified comorbidities. In multivariable linear models, the associations between distinct comorbidity clusters and each outcome measure were compared, using axSpA patients with no comorbidities as the reference group. Analyses were adjusted for age, gender, symptom duration, BMI, deprivation, NSAID-use and smoking. RESULTS We studied 419 patients (69% male, mean age 46 years). 255 patients (61%) had at least one comorbidity, among whom the median number was 1 (range 1-6). Common comorbidities were hypertension (19%) and depression (16%). Of 15 clusters identified, the most prevalent clusters were hypertension-coronary heart disease and depression-anxiety. Compared with patients with no comorbidities, the fibromyalgia-irritable bowel syndrome cluster was associated with adverse patient-reported outcome measures; these patients reported 1.5-unit poorer global health (95%CI 0.01, 2.9), reduced quality of life (0.25-unit lower EQ5D; 95%CI -0.37, -0.12) and 1.8-unit higher BASDAI (95% CI 0.4, 3.3). Similar effect estimates were found for patients in the depression-anxiety cluster. CONCLUSION Comorbidity is common among axSpA patients. The two most common comorbidities were hypertension and depression. Patients in the depression-anxiety and fibromyalgia-IBS clusters reported poorer health and increased axSpA severity.
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Affiliation(s)
- Sizheng Steven Zhao
- Musculoskeletal Biology I, Institute of Ageing and Chronic Disease, University of Liverpool.,Department of Academic Rheumatology, Aintree University Hospital, Liverpool, UK.,Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, MA, USA
| | - Helga Radner
- Department of Internal Medicine III, Division of Rheumatology, Medical University of Vienna, Vienna, Austria
| | - Stefan Siebert
- Institute of Infection, Immunity and Inflammation, University of Glasgow, Glasgow
| | - Stephen J Duffield
- Musculoskeletal Biology I, Institute of Ageing and Chronic Disease, University of Liverpool
| | - Daniel Thong
- Department of Academic Rheumatology, Aintree University Hospital, Liverpool, UK
| | - David M Hughes
- Department of Biostatistics, Institute of Translational Medicine, University of Liverpool, Liverpool, UK
| | - Robert J Moots
- Musculoskeletal Biology I, Institute of Ageing and Chronic Disease, University of Liverpool.,Department of Academic Rheumatology, Aintree University Hospital, Liverpool, UK
| | - Daniel H Solomon
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, Boston, MA, USA.,Division of Pharmacoepidemiology and Pharmacoeconomics, Brigham and Women's Hospital, Boston, MA, USA
| | - Nicola J Goodson
- Musculoskeletal Biology I, Institute of Ageing and Chronic Disease, University of Liverpool.,Department of Academic Rheumatology, Aintree University Hospital, Liverpool, UK
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Khorrami Z, Rezapour M, Etemad K, Yarahmadi S, Khodakarim S, Mahdavi Hezaveh A, Kameli M, Khanjani N. The patterns of Non-communicable disease Multimorbidity in Iran: A Multilevel Analysis. Sci Rep 2020; 10:3034. [PMID: 32080215 PMCID: PMC7033095 DOI: 10.1038/s41598-020-59668-y] [Citation(s) in RCA: 34] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2019] [Accepted: 01/28/2020] [Indexed: 11/08/2022] Open
Abstract
The prevalence of non-communicable diseases is increasing worldwide. Multimorbidity and long-term medical conditions is common among these patients. This study aimed to investigate the patterns of non-communicable disease multimorbidity and their risk factors at the individual and aggregated level. Data was inquired from the nationwide survey performed in 2011, according to the WHO stepwise approach on NCD risk factors. A latent class analysis on multimorbidity components (11 chronic diseases) was performed and the association of some individual and aggregated risk factors (urbanization) with the latent subclasses was accessed using multilevel multinomial logistic regression. Latent class analysis revealed four distinct subclasses of multimorbidity among the Iranian population (10069 participants). Musculoskeletal diseases and asthma classes were seen in both genders. In males, the odds of membership in the diabetes class was 41% less by increasing physical activity; but with increased BMI, the odds of membership in the diabetes class was 1.90 times higher. Tobacco smoking increased the odds of membership in the musculoskeletal diseases class, 1.37 and 2.30 times for males and females, respectively. Increased BMI and low education increased the chances of females' membership in all subclasses of multimorbidity. At the province level, with increase in urbanization, the odds of membership in the diabetes class was 1.28 times higher among males (P = 0.027). Increased age, higher BMI, tobacco smoking and low education are the most important risk factors associated with NCD multimorbidity among Iranians. Interventions and policies should be implemented to control these risk factors.
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Affiliation(s)
- Zahra Khorrami
- Neurology Research Center, Kerman University of Medical Sciences, Kerman, Iran
- Department of Epidemiology, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Maysam Rezapour
- School of Nursing and Midwifery Amol, Mazandaran University of Medical Sciences, Sari, Iran
| | - Koorosh Etemad
- Department of Epidemiology, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Shahin Yarahmadi
- Endocrine and Metabolic Diseases Office, Center for Noncommunicable Disease Control, Ministry of Health and Medical Education, Tehran, Iran
| | - Soheila Khodakarim
- School of Allied Medical Sciences, School of Public Health and Safety, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Alireza Mahdavi Hezaveh
- Center for Noncommunicable Disease Control, Ministry of Health and Medical Education, Tehran, Iran
| | - Mohammadesmail Kameli
- Department of Community Medicine, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Narges Khanjani
- Neurology Research Center, Kerman University of Medical Sciences, Kerman, Iran.
- Environmental Health Engineering Research Center, Kerman University of Medical Sciences, Kerman, Iran.
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26
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Lila AM, Gordeev AV, Olyunin YA, Galushko EA. Multimorbidity in rheumatology. From comprehensive assessment of disease to evaluation of a set of diseases. MODERN RHEUMATOLOGY JOURNAL 2019. [DOI: 10.14412/1996-7012-2019-3-4-9] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Affiliation(s)
- A. M. Lila
- V.A. Nasonova Research Institute of Rheumatology; Department of Rheumatology, Russian Medical Academy of Continuing Professional Education, Ministry of Health of Russia
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Cho SK, Sung YK. A paradigm shift in studies based on rheumatoid arthritis clinical registries. Korean J Intern Med 2019; 34:974-981. [PMID: 30759964 PMCID: PMC6718765 DOI: 10.3904/kjim.2018.440] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/11/2018] [Accepted: 01/02/2019] [Indexed: 12/18/2022] Open
Abstract
Clinical research is the study of aspects of patient health or illness that are closely related to clinical practice. In the late 20th and early 21th century, outcomes for patients with rheumatoid arthritis (RA) improved dramatically due to breakthroughs in new drugs. Patient-reported outcome measures now play a significant role in the drug development process as study endpoints in clinical trials of new therapies, and this has led to increased interest in the patient's perspective, drug safety and treatment outcomes in clinical practice. In accordance with these needs, many prospective cohorts for RA patients and registries of biologic disease modifying anti-rheumatic drugs have been actively conducted in the United States and European and Asian countries. A gradual shift is taking place in the major outcomes of clinical research using these prospective cohorts and registries. This article will introduce representative registries for RA in each country set up in the early 2000s and will discuss future perspectives in clinical research on RA patients using such clinical registries.
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Affiliation(s)
- Soo-Kyung Cho
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Korea
| | - Yoon-Kyoung Sung
- Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, Seoul, Korea
- Correspondence to Yoon-Kyoung Sung, M.D. Department of Rheumatology, Hanyang University Hospital for Rheumatic Diseases, 222-1 Wangsimni-ro, Seongdong-gu, Seoul 04763, Korea Tel: +82-2-2290-9250 Fax: +82-2-2298-8231 E-mail:
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da Silva JLG, Passos DF, Bernardes VM, Leal DBR. ATP and adenosine: Role in the immunopathogenesis of rheumatoid arthritis. Immunol Lett 2019; 214:55-64. [PMID: 31479688 DOI: 10.1016/j.imlet.2019.08.009] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2019] [Revised: 08/20/2019] [Accepted: 08/30/2019] [Indexed: 12/16/2022]
Abstract
Rheumatoid arthritis (RA) is a classic inflammatory autoimmune disease. Local joint destruction and extra-articular manifestations of RA deeply compromise the life quality of the affected patients. RA immunopathogenesis depends on continuous immunogenic activation in which the purinergic system participates. The purinergic system comprises the signaling and metabolism of purines such as adenosine triphosphate (ATP) and adenosine. ATP signaling is involved in the activation and maintenance of the inflammatory state of RA through the activation of P2X7 and the production of cytokines, which orchestrate the pathogenesis of RA. The breakdown of ATP through the CD39/CD73 axis produces adenosine, which mostly inhibits the inflammatory process through activation of specific P1 receptors. Adenosine is hydrolyzed by adenosine deaminase (ADA) that interacts with other molecules playing additional roles in this disease. This review explores the release, metabolism, and the effects of binding of ATP and adenosine to their respective receptors in the context of RA, as well as their potential use as biomarkers and therapeutic targets.
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Affiliation(s)
- Jean L G da Silva
- Laboratório de Imunobiologia Experimental e Aplicada (LABIBIO), Departamento de Microbiologia e Parasitologia, Centro de Ciências da Saúde, Universidade Federal de Santa Maria, Santa Maria, RS, Brazil; Programa de Pós-Graduação em Bioquímica Toxicológica, Centro de Ciências Naturais e Exatas, Universidade Federal de Santa Maria, Santa Maria, RS, Brazil
| | - Daniela F Passos
- Laboratório de Imunobiologia Experimental e Aplicada (LABIBIO), Departamento de Microbiologia e Parasitologia, Centro de Ciências da Saúde, Universidade Federal de Santa Maria, Santa Maria, RS, Brazil; Programa de Pós-Graduação em Bioquímica Toxicológica, Centro de Ciências Naturais e Exatas, Universidade Federal de Santa Maria, Santa Maria, RS, Brazil
| | - Viviane M Bernardes
- Laboratório de Imunobiologia Experimental e Aplicada (LABIBIO), Departamento de Microbiologia e Parasitologia, Centro de Ciências da Saúde, Universidade Federal de Santa Maria, Santa Maria, RS, Brazil; Programa de Pós-Graduação em Bioquímica Toxicológica, Centro de Ciências Naturais e Exatas, Universidade Federal de Santa Maria, Santa Maria, RS, Brazil
| | - Daniela B R Leal
- Laboratório de Imunobiologia Experimental e Aplicada (LABIBIO), Departamento de Microbiologia e Parasitologia, Centro de Ciências da Saúde, Universidade Federal de Santa Maria, Santa Maria, RS, Brazil; Programa de Pós-Graduação em Bioquímica Toxicológica, Centro de Ciências Naturais e Exatas, Universidade Federal de Santa Maria, Santa Maria, RS, Brazil.
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Huang S, He X, Doyle TJ, Zaccardelli A, Marshall AA, Friedlander HM, Blaustein RB, Smith EA, Cui J, Iannaccone CK, Mahmoud TG, Weinblatt ME, Dellaripa PF, Shadick NA, Sparks JA. Association of rheumatoid arthritis-related autoantibodies with pulmonary function test abnormalities in a rheumatoid arthritis registry. Clin Rheumatol 2019; 38:3401-3412. [PMID: 31410660 DOI: 10.1007/s10067-019-04733-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2019] [Revised: 07/11/2019] [Accepted: 07/31/2019] [Indexed: 11/26/2022]
Abstract
INTRODUCTION We investigated whether rheumatoid arthritis (RA)-related autoantibodies were associated with abnormalities on pulmonary function tests (PFTs). METHODS We studied RA serostatus and PFT abnormalities within a RA registry. RA serostatus was assessed by research assays for cyclic citrullinated peptide (CCP) and rheumatoid factor (RF). Outcomes were abnormalities on clinically indicated PFTs, including restriction, obstruction, and diffusion abnormality. Logistic regression was used to obtain ORs and 95% CIs for the PFT abnormalities by RA serologic phenotypes independent of lifestyle and RA characteristics. RESULTS Among 1272 analyzed subjects, mean age was 56.3 years (SD 14.1), 82.2% were female, and 69.5% were seropositive. There were 100 subjects with abnormal PFTs. Compared with seronegativity, seropositivity was associated with increased odds of any PFT abnormality (multivariable OR 2.29, 95% CI 1.30-4.03). When analyzing type of PFT abnormality, seropositivity was also associated with restriction, obstruction, and diffusion abnormalities; multivariable ORs were 2.48 (95% CI 1.26-4.87), 3.12 (95% CI 1.28-7.61), and 2.30 (95% CI 1.09-4.83), respectively. When analyzing by CCP and RF status, the associations were stronger for RF+ than for CCP+ (any PFT abnormality OR 1.99, 95% CI 1.21-3.27 for RF+ vs. RF-; OR 1.67, 95% CI 1.03-2.69 for CCP+ vs. CCP-) with a dose effect of higher RF titer increasing odds for each PFT abnormality (p for trend < 0.05). CONCLUSIONS Seropositive RA patients had two-fold increased risk for abnormalities on PFTs performed for clinical indications compared with seronegative RA. Patients with seropositive RA, particularly those with high-titer RF positivity, may be more likely to have obstructive and restrictive abnormalities, independent of smoking.Key points• Due to the known excess pulmonary morbidity/mortality in RA, we studied the relationship of rheumatoid arthritis (RA)-related autoantibodies with pulmonary function test (PFT) abnormalities using a large RA registry.• We evaluated whether presence and levels of cyclic citrullinated peptide (CCP) and rheumatoid factor (RF) were associated with restriction, obstruction, and diffusion abnormalities on PFTs among 1272 subjects with RA.• Seropositivity was associated with two-fold increased risk for any PFT abnormality, independent of confounders including smoking. Higher titers of RF conferred greatest risk for all PFT outcomes: obstruction, restriction, and diffusion abnormality.• These results provide evidence that patients with RA should be closely monitored for pulmonary involvement, particularly those with high-titer RF seropositivity.
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Affiliation(s)
- Sicong Huang
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA.
- Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA.
| | - Xintong He
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA
| | - Tracy J Doyle
- Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA
- Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, 75 Francis Street, Boston, MA, 02115, USA
| | - Alessandra Zaccardelli
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA
| | - Allison A Marshall
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA
- Tufts School of Medicine, 145 Harrison Avenue, Boston, MA, 02111, USA
| | - H Maura Friedlander
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA
| | - Rachel B Blaustein
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA
| | - Elisabeth A Smith
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA
| | - Jing Cui
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA
| | - Christine K Iannaccone
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA
| | - Taysir G Mahmoud
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA
| | - Michael E Weinblatt
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA
- Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA
| | - Paul F Dellaripa
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA
- Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA
| | - Nancy A Shadick
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA
- Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA
| | - Jeffrey A Sparks
- Division of Rheumatology, Immunology and Allergy, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA.
- Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA.
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Sparks JA, He X, Huang J, Fletcher EA, Zaccardelli A, Friedlander HM, Gill RR, Hatabu H, Nishino M, Murphy DJ, Iannaccone CK, Mahmoud TG, Frits ML, Lu B, Rosas IO, Dellaripa PF, Weinblatt ME, Karlson EW, Shadick NA, Doyle TJ. Rheumatoid Arthritis Disease Activity Predicting Incident Clinically Apparent Rheumatoid Arthritis-Associated Interstitial Lung Disease: A Prospective Cohort Study. Arthritis Rheumatol 2019; 71:1472-1482. [PMID: 30951251 DOI: 10.1002/art.40904] [Citation(s) in RCA: 116] [Impact Index Per Article: 23.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Accepted: 04/02/2019] [Indexed: 12/16/2022]
Abstract
OBJECTIVE To evaluate rheumatoid arthritis (RA) disease activity and risk of RA-associated interstitial lung disease (RA-ILD). METHODS We investigated disease activity and risk of RA-ILD using the Brigham RA Sequential Study (BRASS, 2003-2016). All patients were diagnosed as having RA according to accepted criteria. Disease Activity Scores in 28 joints (DAS28) and covariate data were measured prospectively at annual study visits. Diagnosis of RA-ILD was determined by review of images from clinically indicated chest computed tomography scans. We analyzed patients without RA-ILD at baseline. We used Cox regression to estimate hazard ratios (HRs) and 95% confidence intervals (CIs) for RA-ILD, using annually updated DAS28 data, with adjustment for known RA-ILD risk factors (age, sex, smoking status, RA duration, and serologic status). We performed alternative analyses that did not censor at the time of missing DAS28 data and included adjustment for use of methotrexate, use of glucocorticoids, presence of bone erosions, and presence of rheumatoid nodules. RESULTS Among 1,419 participants, the mean ± SD age was 55.8 ± 14.2 years, and 68.6% were seropositive for either cyclic citrullinated peptide or rheumatoid factor. We identified 85 incident cases of RA-ILD during a mean ± SD follow-up duration of 8.9 ± 4.2 years per patient. The moderate/high disease activity group had a multivariable HR of 2.22 (95% CI 1.28-3.82) for RA-ILD compared to the remission/low disease activity group. Risk of RA-ILD increased across disease activity categories: multivariable HR 1.00 (reference) for remission, 1.41 (95% CI 0.61-3.28) for low disease activity, 2.08 (95% CI 1.06-4.05) for moderate disease activity, and 3.48 (95% CI 1.64-7.38) for high disease activity (P for trend = 0.001). For each unit increase in the DAS28, the risk of RA-ILD increased by 35% (95% CI 14-60%). Results were similar in analyses that included follow-up for missing DAS28 data and with adjustment for use of methotrexate, use of glucocorticoids, presence of bone erosions, or presence of rheumatoid nodules. CONCLUSION Active articular RA was associated with an increased risk of developing RA-ILD. These results suggest that decreasing systemic inflammation may alter the natural history of RA-ILD development.
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Affiliation(s)
- Jeffrey A Sparks
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Xintong He
- Brigham and Women's Hospital, Boston, Massachusetts
| | - Jie Huang
- Brigham and Women's Hospital, Boston, Massachusetts
| | | | | | | | - Ritu R Gill
- Harvard Medical School and Beth Israel Deaconess Medical Center, Boston, Massachusetts
| | - Hiroto Hatabu
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Mizuki Nishino
- Harvard Medical School, Brigham and Women's Hospital, and Dana-Farber Cancer Institute, Boston, Massachusetts
| | | | | | | | | | - Bing Lu
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Ivan O Rosas
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Paul F Dellaripa
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Michael E Weinblatt
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Elizabeth W Karlson
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Nancy A Shadick
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Tracy J Doyle
- Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
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Fitzgerald G, Gallagher P, O’Shea FD. Multimorbidity in Axial Spondyloarthropathy and Its Association with Disease Outcomes: Results from the Ankylosing Spondylitis Registry of Ireland Cohort. J Rheumatol 2019; 47:218-226. [DOI: 10.3899/jrheum.181415] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/06/2019] [Indexed: 10/26/2022]
Abstract
Objective.Multimorbidity, the coexistence of 2 or more conditions in an individual, is associated with morbidity and mortality in the general population. This study aims to describe the prevalence of multimorbidity in axial spondyloarthropathy (axSpA) and assess its association with disease outcome measures.Methods.This cross-sectional study was conducted within the Ankylosing Spondylitis Registry of Ireland (ASRI) cohort. Structured standardized assessment was performed. Multimorbidity was considered as the presence of at least 1 physician-diagnosed chronic condition (excluding extraarticular manifestations) in addition to axSpA. Validated outcome measures were collected: Bath Ankylosing Spondylitis Disease Activity Index (BASDAI), Bath AS Functional Index (BASFI), Health Assessment Questionnaire (HAQ), AS Quality of Life (ASQoL), and Bath AS Metrology Index (BASMI). Adjusted multiple regression was performed to investigate the association between multimorbidity and disease outcomes.Results.A total of 734 patients from 12 centers were included: 77% male, mean (SD) age 45 (12) years. Of the cohort, 55% (n = 403) were multimorbid. Multimorbid patients were significantly (p < 0.01) older than axSpA-only patients [50 (12) vs 40 (11) yrs]. Obesity was the most prevalent chronic condition, affecting 27%. Multimorbid patients had more severe disease than patients with axSpA only. After adjusting for confounders, multimorbidity was associated with higher BASDAI (ß 0.7, 95% CI 0.34–1.05), BASMI (ß 0.45, 95% CI 0.09–0.80), BASFI (ß 0.5, 95% CI 0.23–0.78), HAQ (ß 0.07, 95% CI 0.00–0.13), and ASQoL (ß 0.87, 95% CI 0.28–1.46).Conclusion.Multimorbidity is prevalent in axSpA and is associated with more severe disease.
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Comorbidities and multimorbidity in rheumatic diseases. Reumatologia 2019; 57:1-2. [PMID: 30858624 PMCID: PMC6409827 DOI: 10.5114/reum.2019.83232] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2019] [Accepted: 02/21/2019] [Indexed: 02/04/2023] Open
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Sparks JA, Doyle TJ, He X, Pan B, Iannaccone C, Frits ML, Dellaripa P, Rosas IO, Lu B, Weinblatt ME, Shadick NA, Karlson EW. Incidence and predictors of dyspnea on exertion in a prospective cohort of patients with rheumatoid arthritis. ACR Open Rheumatol 2019; 1:4-15. [PMID: 30923795 PMCID: PMC6433160 DOI: 10.1002/acr2.1001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
OBJECTIVE To investigate the incidence and predictors of dyspnea on exertion among subjects with rheumatoid arthritis (RA). METHODS We investigated dyspnea on exertion using a prospective cohort, the Brigham RA Sequential Study (BRASS). Clinically significant dyspnea on exertion was defined as a score of ≥3 (unable to ambulate without breathlessness or worse) on the validated Medical Research Council (MRC) scale (range 0-5). We analyzed subjects with MRC score <3 at BRASS baseline and ≥1 year of follow-up. The MRC scale was administered annually. We determined the incidence rate (IR) of dyspnea on exertion. We used Cox regression to estimate the HR for dyspnea on exertion occurring one year after potential predictors were assessed. RESULTS We analyzed 829 subjects with RA and no clinically significant dyspnea on exertion during mean follow-up of 3.0 years (SD 1.9). At baseline, mean age was 55.7 years (SD 13.6), 82.4% were female, and median RA duration was 8 years. During follow-up, 112 subjects (13.5%) developed incident dyspnea on exertion during 2,476 person-years of follow-up (IR 45.2 per 1000 person-years). Independent predictors of incident dyspnea on exertion were: older age (HR 1.03 per year, 95%CI 1.01-1.04), female sex (HR 2.22, 95%CI 1.14-4.29), mild dyspnea (HR 2.62, 95%CI 1.60-4.28), and worsened MDHAQ (HR 2.36 per unit, 95%CI 1.54-3.60). Methotrexate use, RA disease activity, and seropositivity were not associated with incident dyspnea on exertion. CONCLUSION Dyspnea on exertion occurred commonly in patients with RA. Older women with impaired physical function were especially vulnerable to developing dyspnea on exertion.
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Affiliation(s)
- Jeffrey A. Sparks
- Brigham and Women’s Hospita, Boston, Massachusetts, and Harvard Medical SchoolBostonMassachusetts
| | - Tracy J. Doyle
- Brigham and Women’s Hospita, Boston, Massachusetts, and Harvard Medical SchoolBostonMassachusetts
| | - Xintong He
- Brigham and Women’s HospitalBostonMassachusetts
| | | | | | | | - Paul F. Dellaripa
- Brigham and Women’s Hospita, Boston, Massachusetts, and Harvard Medical SchoolBostonMassachusetts
| | - Ivan O. Rosas
- Brigham and Women’s Hospita, Boston, Massachusetts, and Harvard Medical SchoolBostonMassachusetts
| | - Bing Lu
- Brigham and Women’s Hospita, Boston, Massachusetts, and Harvard Medical SchoolBostonMassachusetts
| | - Michael E. Weinblatt
- Brigham and Women’s Hospita, Boston, Massachusetts, and Harvard Medical SchoolBostonMassachusetts
| | - Nancy A. Shadick
- Brigham and Women’s Hospita, Boston, Massachusetts, and Harvard Medical SchoolBostonMassachusetts
| | - Elizabeth W. Karlson
- Brigham and Women’s Hospita, Boston, Massachusetts, and Harvard Medical SchoolBostonMassachusetts
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The Use of Rheumatic Disease Comorbidity Index for Predicting Clinical Response and Retention Rate in a Cohort of Rheumatoid Arthritis Patients Receiving Tumor Necrosis Factor Alpha Inhibitors. BIOMED RESEARCH INTERNATIONAL 2019; 2019:6107217. [PMID: 30733963 PMCID: PMC6348828 DOI: 10.1155/2019/6107217] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/12/2018] [Accepted: 12/27/2018] [Indexed: 12/30/2022]
Abstract
Introduction To retrospectively evaluate the impact of comorbidities on treatment choice, 12-month clinical response, and 24-month retention rate in a cohort of patients with rheumatoid arthritis (RA) treated with a first-line tumor necrosis factor alpha inhibitor (TNFi), by using for the first time the Rheumatic Disease Comorbidity Index (RDCI). Methods The study population was extracted from a local registry of RA patients receiving adalimumab or etanercept as first-line biologics between January 2001 and December 2013. The prevalence of comorbidities was computed, and patients were stratified according to RDCI for evaluating the role of comorbidities on TNFi choice, concomitant methotrexate, clinical response (1-year DAS28-ESR remission and low disease activity [LDA] and EULAR good-moderate response), and the 24-month retention rate. Results 346 patients (172 adalimumab and 174 etanercept) were included. A significantly higher EULAR good/moderate response (P = 0.020) and DAS28-ESR remission (P = 0.003) were obtained according to RDCI (0, 1, 2, or ≥3). Lower RDCI (P = 0.022), male sex (P = 0.006), higher baseline DAS28-ESR (P = 0.001), ETN (P < 0.001), and concomitant methotrexate (P = 0.016) were predictors of EULAR good/moderate response. Elevated RDCI was a predictor of discontinuation of biologics (P = 0.036), whereas treatment with etanercept (P < 0.001) and methotrexate (P = 0.007) was associated with a lower risk of TNFi withdrawal. Conclusions Multimorbidity, measured by RDCI, is a negative predictor of TNFi persistence on treatment and of achieving a good clinical response. The use of RDCI may be very useful for identifying patients with RA carrying those comorbid conditions associated with poor prognostic outcomes and for defining new treatment targets in multimorbid RA patients.
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Impact of comorbidities on fatigue in rheumatoid arthritis patients: Results from a nurse-led program for comorbidities management (COMEDRA). Joint Bone Spine 2019; 86:55-60. [DOI: 10.1016/j.jbspin.2018.06.010] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2018] [Accepted: 06/19/2018] [Indexed: 11/20/2022]
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36
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Fang B, Yan E, Chan KL, Ip P. Elder abuse and its medical outcomes in older Chinese people with cognitive and physical impairments. Int J Geriatr Psychiatry 2018; 33:1038-1047. [PMID: 29726621 DOI: 10.1002/gps.4890] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/01/2017] [Accepted: 03/15/2018] [Indexed: 12/31/2022]
Abstract
OBJECTIVES Elder abuse poses a major public health threat considering the ongoing rapid aging of the global population. This study investigates the association between elder abuse by family caregivers and medical outcomes among older Chinese patients with cognitive and physical impairments in the People's Republic of China. METHODS Using cross-sectional design, 1002 older patients (aged 55 y and older) and their family caregivers were recruited from 3 grade A hospitals in Guangdong Province. The major independent variable is caregiver-reported elder abuse, while outcome variables include cardiovascular disease, cerebrovascular disease, chronic obstructive pulmonary disease, peptic ulcer, digestive disorder, chronic hepatic disease, chronic renal disease, metabolic disease, acute inflammation, joint disease, tumor, and general injury. The prevalence of these medical conditions among patients who were abused and those who were not were compared using descriptive analyses and chi-square tests, and logistic regression was used to establish the relevant independent associations. RESULTS A total of 429 (42.8%) older persons have experienced physical or psychological abuse over the past 12 months. After adjusting for potential confounders, abused older persons were more susceptible to cardiovascular disease, chronic obstructive pulmonary disease, peptic ulcer, digestive disorder, metabolic disease, acute inflammation, tumor, and injuries. CONCLUSION Elder abuse is associated with various major medical morbidities. Interdisciplinary cooperation is necessary to identify and reduce the adverse physiological consequences in victims.
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Affiliation(s)
- Boye Fang
- Department of Social Work and Social Administration, University of Hong Kong, Pok Fu Lam, Hong Kong
| | - Elsie Yan
- Department of Applied Social Sciences, Hong Kong Polytechnic University, Hung Hom, Hong Kong
| | - Ko Ling Chan
- Department of Applied Social Sciences, Hong Kong Polytechnic University, Hung Hom, Hong Kong
| | - Partick Ip
- School of Medicine, University of Hong Kong, Pok Fu Lam, Hong Kong
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Nikiphorou E, Nurmohamed MT, Szekanecz Z. Editorial: Comorbidity Burden in Rheumatic Diseases. Front Med (Lausanne) 2018; 5:197. [PMID: 30018957 PMCID: PMC6037715 DOI: 10.3389/fmed.2018.00197] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2018] [Accepted: 06/15/2018] [Indexed: 11/13/2022] Open
Affiliation(s)
- Elena Nikiphorou
- Academic Rheumatology Department, King's College London, London, United Kingdom.,Rheumatology Department, Whittington Hospital, London, United Kingdom
| | | | - Zoltan Szekanecz
- Division of Rheumatology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
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38
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Aslam F, Khan NA. Tools for the Assessment of Comorbidity Burden in Rheumatoid Arthritis. Front Med (Lausanne) 2018; 5:39. [PMID: 29503820 PMCID: PMC5820312 DOI: 10.3389/fmed.2018.00039] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2017] [Accepted: 02/02/2018] [Indexed: 12/26/2022] Open
Abstract
Introduction Comorbidities influence the prognosis, clinical outcomes, disease activity, and treatment response in rheumatoid arthritis (RA). RA patients have a high-comorbidity burden necessitating their study. Comorbidity indices are used to measure comorbidities and to study their impacts on different outcomes. A large number of such indices are used in clinical research. Some indices have been specifically developed in RA patients. Aim This review aims to provide an overview of generic and specific comorbidity indices commonly used in RA research. Methods We performed a critical literature review of comorbidity indices in RA using the PubMed database. Results/discussion This non-systematic literature review provides an overview of generic and specific comorbidity indices commonly used in RA studies. Some of the older but commonly used comorbidity indices like the Charlson comorbidity index and the Elixhauser comorbidity measure were primarily developed to estimate mortality risk from comorbid diseases. They were not specifically developed for RA patients but have been widely used in rheumatology comorbidity measurement. Of the many comorbidity indices available, only the rheumatic disease comorbidity index (RDCI) and the multimorbidity index have been specifically developed in RA patients. The functional comorbidity index was developed to look at functional disability and has been used in RA patients considering that morbidity is more important than mortality in such patients. While there is limited data comparing these indices, available evidence seems to favor the use of RDCI as it predicts mortality, hospitalization, disability, and healthcare utilization. The choice of the index, however, depends on several factors such as the population under study, outcome of interest, and sources of data. More research is needed to study the RA-specific comorbidity measures to make evidence-based recommendations for the choice of a comorbidity measure.
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Affiliation(s)
- Fawad Aslam
- Division of Rheumatology, Mayo Clinic, Scottsdale, AZ, United States
| | - Nasim Ahmed Khan
- Division of Rheumatology, University of Arkansas for Medical Sciences & Central Arkansas Veterans Health Care System, Little Rock, AR, United States
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Wei MY, Mukamal KJ. Multimorbidity, Mortality, and Long-Term Physical Functioning in 3 Prospective Cohorts of Community-Dwelling Adults. Am J Epidemiol 2018; 187:103-112. [PMID: 29309518 PMCID: PMC5860284 DOI: 10.1093/aje/kwx198] [Citation(s) in RCA: 73] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Revised: 02/21/2017] [Accepted: 02/28/2017] [Indexed: 01/01/2023] Open
Abstract
Multimorbidity is prevalent, but its optimal quantification and associations with mortality rate and physical functioning in young through older adults are uncertain. We used data collected using the Short Form-36 in the Nurses' Health Study (enrollment started in 1976), Nurses' Health Study II (begun in 1989), and Health Professionals Follow-up Study (begun in 1986) to identify associations of a multimorbidity-weighted index (MWI) and common alternative indices with mortality and future physical functioning. We used Cox proportional hazard ratios to determine incident 10-year mortality and general linear models to obtain coefficients for the associations of MWI with 4- and 8-year physical functioning. At baseline, mean values for the 219,950 participants were 55.0 (standard deviation, 3.7) years for age; 3.8 (range, 0-51) for MWI; 2.7 (range, 0-23) for disease count, and 0.43 (range, 0-13) for Charlson Comorbidity Index (CCI). During follow-up, 23,709 deaths (10.8%) occurred. CCI, MWI, and disease count were 0 for 77%, 12%, and 19% of participants, respectively. When comparing persons in the highest quartiles with those in the lowest, the hazard ratios for mortality were 6.04 (95% confidence interval (CI): 6.00, 6.09; P for trend < 0.0001) for the MWI, 4.86 (95% CI: 4.81, 4.91; P for trend < 0.0001) for disease count, and 3.29 (95% CI: 3.26, 3.32; P for trend < 0.0001) for the CCI. For future physical functioning, MWI had the best model fit and explained the greatest variance. Multimorbidity has important associations with future physical functioning and mortality that are easily captured with a readily measured index.
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Affiliation(s)
- Melissa Y Wei
- Division of General Medicine, University of Michigan, Ann Arbor, Michigan
- Institute for Healthcare Policy and Innovation, University of Michigan, Ann Arbor, Michigan
| | - Kenneth J Mukamal
- Division of General Medicine and Primary Care, Beth Israel Deaconess Medical Center, Harvard Medical School, Brookline, Massachusetts
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Incidence of comprehensive hospitalization due to infection, cardiovascular disease, fractures, and malignancies in patients with rheumatoid arthritis. Rheumatol Int 2017; 37:1871-1878. [DOI: 10.1007/s00296-017-3811-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2017] [Accepted: 08/30/2017] [Indexed: 12/12/2022]
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41
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Radner H, Yoshida K, Tedeschi S, Studenic P, Frits M, Iannaccone C, Shadick NA, Weinblatt M, Aletaha D, Smolen JS, Solomon DH. Different Rating of Global Rheumatoid Arthritis Disease Activity in Rheumatoid Arthritis Patients With Multiple Morbidities. Arthritis Rheumatol 2017; 69:720-727. [PMID: 27860467 DOI: 10.1002/art.39988] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2015] [Accepted: 11/03/2016] [Indexed: 11/08/2022]
Abstract
OBJECTIVE To quantify differences and determine the factors contributing to the difference in patient global assessment of rheumatoid arthritis (RA) disease activity (PtGA) between RA patients with multiple morbidities (RA-MM) and those with RA only. METHODS We compared the PtGA between RA-MM patients and those with RA only, followed up in a longitudinal cohort (n = 1,040). In analyses performed on RA-MM patients (n = 575) and those with RA only (matched for swollen joint count, tender joint count, evaluator global assessment, and disease duration), the mean difference in PtGA (ΔPtGA) between the 2 groups was assessed. The contribution of patient characteristics to the explained variation of ΔPtGA in the matched cohort was calculated as semipartial R2 and summarized as the percentage of the total R2 in linear regression models. RESULTS RA-MM patients reported higher (or worse) PtGA, with an increased PtGA associated with more morbidities (P for linear trend < 0.01); this relationship remained significant after adjustment for disease activity, age, and disease duration. After matching 294 RA-MM patients to those with RA only, the pairwise comparison of mean PtGA (on a scale of 0-100 mm) was significantly higher (worse) for RA-MM patients (mean ± SD 30.5 ± 24.3) versus those with RA only (25.6 ± 22.9) (mean ΔPtGA 4.9 ± 26.7; P < 0.01 by paired t-test). Variables uniquely contributing to ΔPtGA were fatigue (18%), pain (17%), and modified Health Assessment Questionnaire scores (9%). CONCLUSION In RA patients with multiple morbidities, the perception of RA disease activity as measured by the PtGA might be impacted by the burden of multiple diseases in one individual. RA-MM patients have higher (worse) levels of PtGA scores compared to patients with RA only. The difference in PtGA is mainly explained by differences in fatigue and pain.
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Affiliation(s)
- Helga Radner
- Brigham and Women's Hospital, Boston, Massachusetts, and Medical University of Vienna, Vienna, Austria
| | - Kazuki Yoshida
- Brigham and Women's Hospital and Harvard T. H. Chan School of Public Health, Boston, Massachusetts
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Tomizawa M, Shinozaki F, Hasegawa R, Shirai Y, Motoyoshi Y, Sugiyama T, Yamamoto S, Ishige N. Immunosuppressive agents are associated with peptic ulcer bleeding. Exp Ther Med 2017; 13:1927-1931. [PMID: 28565788 DOI: 10.3892/etm.2017.4214] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2016] [Accepted: 01/06/2017] [Indexed: 12/18/2022] Open
Abstract
Peptic ulcer bleeding can be fatal. Non-steroidal anti-inflammatory drugs (NSAIDs), corticosteroids and immunosuppressive agents are administered for long-term usage. The present study assessed the association between peptic ulcer bleeding and administration of NSAIDs, corticosteroids and immunosuppressive agents. Furthermore, the efficacy of lowering the risk of peptic ulcer bleeding with proton pump inhibitors (PPI) and histamine 2 receptor antagonists (H2RA) was evaluated. Medical records were retrospectively analyzed for patients subjected to an upper gastrointestinal (GI) endoscopy performed at the National Hospital Organization Shimoshizu Hospital (Yotsukaido, Japan) from October 2014 to September 2015. During this period, a total of 1,023 patients underwent an upper GI endoscopy. A total of 1,023 patients, including 431 males (age, 68.1±12.9 years) and 592 females (age, 66.4±12.3 years), who had been administered NSAIDs, corticosteroids, immunosuppressive agents, PPIs and H2RAs, were respectively enrolled. Endoscopic findings of the patients were reviewed and their data were statistically analyzed. Logistic regression analysis was used to determine the odds ratio of peptic ulcer bleeding for each medication; immunosuppressive agents had an odds ratio of 5.83, which was larger than that for NSAIDs (4.77). The Wald test was applied to confirm the correlation between immunosuppressive agents and peptic ulcer bleeding. Furthermore, χ2 tests were applied to the correlation between peptic ulcer bleeding and administration of PPIs or H2RAs. Immunosuppressive agents had the largest χ2, and the P-value was 0.03. Administration of PPIs was significantly correlated with non-peptic ulcer bleeding (P=0.02); furthermore, a tendency toward non-peptic ulcer bleeding with administration of H2RA was indicated, but it was not statistically significant (P=0.12). In conclusion, immunosuppressive agents were correlated with peptic ulcer bleeding and PPIs were effective at lowering the risk of peptic ulcer bleeding.
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Affiliation(s)
- Minoru Tomizawa
- Department of Gastroenterology, National Hospital Organization Shimoshizu Hospital, Yotsukaido, Chiba 284-0003, Japan
| | - Fuminobu Shinozaki
- Department of Radiology, National Hospital Organization Shimoshizu Hospital, Yotsukaido, Chiba 284-0003, Japan
| | - Rumiko Hasegawa
- Department of Surgery, National Hospital Organization Shimoshizu Hospital, Yotsukaido, Chiba 284-0003, Japan
| | - Yoshinori Shirai
- Department of Surgery, National Hospital Organization Shimoshizu Hospital, Yotsukaido, Chiba 284-0003, Japan
| | - Yasufumi Motoyoshi
- Department of Neurology, National Hospital Organization Shimoshizu Hospital, Yotsukaido, Chiba 284-0003, Japan
| | - Takao Sugiyama
- Department of Rheumatology, National Hospital Organization Shimoshizu Hospital, Yotsukaido, Chiba 284-0003, Japan
| | - Shigenori Yamamoto
- Department of Pediatrics, National Hospital Organization Shimoshizu Hospital, Yotsukaido, Chiba 284-0003, Japan
| | - Naoki Ishige
- Department of Neurosurgery, National Hospital Organization Shimoshizu Hospital, Yotsukaido, Chiba 284-0003, Japan
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43
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Combe B, Landewe R, Daien CI, Hua C, Aletaha D, Álvaro-Gracia JM, Bakkers M, Brodin N, Burmester GR, Codreanu C, Conway R, Dougados M, Emery P, Ferraccioli G, Fonseca J, Raza K, Silva-Fernández L, Smolen JS, Skingle D, Szekanecz Z, Kvien TK, van der Helm-van Mil A, van Vollenhoven R. 2016 update of the EULAR recommendations for the management of early arthritis. Ann Rheum Dis 2016. [PMID: 27979873 DOI: 10.1136/annrheumdis-2016-210602 10.1136/annrheumdis-2016-210602] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
OBJECTIVES Since the 2007 recommendations for the management of early arthritis have been presented, considerable research has been published in the field of early arthritis, mandating an update of the 2007 European League Against Rheumatism (EULAR) recommendations for management of early arthritis. METHODS In accordance with the 2014 EULAR Standardised Operating Procedures, the expert committee pursued an approach that was based on evidence in the literature and on expert opinion. The committee involved 20 rheumatologists, 2 patients and 1 healthcare professional representing 12 European countries. The group defined the focus of the expert committee and target population, formulated a definition of 'management' and selected the research questions. A systematic literature research (SLR) was performed by two fellows with the help of a skilled librarian. A set of draft recommendations was proposed on the basis of the research questions and the results of the SLR. For each recommendation, the categories of evidence were identified, the strength of recommendations was derived and the level of agreement was determined through a voting process. RESULTS The updated recommendations comprise 3 overarching principles and 12 recommendations for managing early arthritis. The selected statements involve the recognition of arthritis, referral, diagnosis, prognostication, treatment (information, education, pharmacological and non-pharmacological interventions), monitoring and strategy. Eighteen items were identified as relevant for future research. CONCLUSIONS These recommendations provide rheumatologists, general practitioners, healthcare professionals, patients and other stakeholders with an updated EULAR consensus on the entire management of early arthritis.
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Affiliation(s)
- Bernard Combe
- Rheumatology Department, Lapeyronie Hospital, Montpellier University, UMR 5535, Montpellier, France
| | - Robert Landewe
- Department of Clinical Immunology & Rheumatology, Amsterdam Rheumatology Center, Amsterdam and Zuyderland Medical Centre, Heerlen, The Netherlands
| | - Claire I Daien
- Rheumatology Department, Lapeyronie Hospital, Montpellier University, UMR 5535, Montpellier, France
| | - Charlotte Hua
- Rheumatology Department, Lapeyronie Hospital, Montpellier University, UMR 5535, Montpellier, France
| | - Daniel Aletaha
- Division of Rheumatology, Department of Medicine 3, Medical University of Vienna, Vienna, Austria
| | - Jose María Álvaro-Gracia
- Biological Therapies Unit, Servicio de Reumatología. Hospital Universitario de la Princesa, IIS-IP, Madrid, Spain
| | - Margôt Bakkers
- EULAR Standing Committee of People with Arthritis/Rheumatism in Europe (PARE), Zurich, Switzerland
| | - Nina Brodin
- Division of Physiotherapy, Department of Neurobiology Care Sciences and Society, Karolinska Institutet, Huddinge, Sweden.,Department of Orthopaedics, Danderyd Hospital, Stockholm, Sweden
| | - Gerd R Burmester
- Department of Rheumatology and Clinical Immunology, Charité-University Medicine Berlin, Berlin, Germany
| | - Catalin Codreanu
- Department of Rheumatology, Center for Rheumatic Diseases, University of Medicine and Pharmacy, Bucharest, Romania
| | - Richard Conway
- Department of Rheumatology, Centre for Arthritis and Rheumatic Diseases, St Vincent's University Hospital, Dublin Academic Medical Centre, Dublin, Ireland
| | - Maxime Dougados
- Medicine Faculty, APHP, Rheumatology B Department, Paris Descartes University, Cochin Hospital, Paris, France
| | - Paul Emery
- Leeds NIHR Musculoskeletal Biomedical Research Unit, LTHT, Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK
| | - Gianfranco Ferraccioli
- Fondazione Policlinico Gemelli Academic Hospital, Catholic University School of Medicine, Rome, Italy
| | - Joao Fonseca
- Rheumatology Department, Hospital de Santa Maria, Lisbon Academic Medical Centre, Lisbon.,Instituto de Medicina Molecular, Faculdade de Medicina Universidade de Lisboa, Portugal
| | - Karim Raza
- Rheumatology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK.,Sandwell and West Birmingham Hospitals NHS Trust, Birmingham, UK
| | - Lucía Silva-Fernández
- Rheumatology Department, Complexo Hospitalario Universitario de Ferrol, A Coruña, Spain
| | - Josef S Smolen
- Division of Rheumatology, Department of Medicine 3, Medical University of Vienna, Vienna, Austria
| | - Diana Skingle
- EULAR Standing Committee of People with Arthritis/Rheumatism in Europe (PARE), Zurich, Switzerland
| | - Zoltan Szekanecz
- Faculty of Medicine, Department of Rheumatology, University of Debrecen, Debrecen, Hungary
| | - Tore K Kvien
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
| | - Annette van der Helm-van Mil
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands.,Department of Rheumatology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Ronald van Vollenhoven
- Department of Clinical Immunology & Rheumatology, Academic Medical Center, Amsterdam, The Netherlands
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44
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Combe B, Landewe R, Daien CI, Hua C, Aletaha D, Álvaro-Gracia JM, Bakkers M, Brodin N, Burmester GR, Codreanu C, Conway R, Dougados M, Emery P, Ferraccioli G, Fonseca J, Raza K, Silva-Fernández L, Smolen JS, Skingle D, Szekanecz Z, Kvien TK, van der Helm-van Mil A, van Vollenhoven R. 2016 update of the EULAR recommendations for the management of early arthritis. Ann Rheum Dis 2016; 76:948-959. [PMID: 27979873 DOI: 10.1136/annrheumdis-2016-210602] [Citation(s) in RCA: 322] [Impact Index Per Article: 40.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2016] [Accepted: 11/24/2016] [Indexed: 01/23/2023]
Abstract
OBJECTIVES Since the 2007 recommendations for the management of early arthritis have been presented, considerable research has been published in the field of early arthritis, mandating an update of the 2007 European League Against Rheumatism (EULAR) recommendations for management of early arthritis. METHODS In accordance with the 2014 EULAR Standardised Operating Procedures, the expert committee pursued an approach that was based on evidence in the literature and on expert opinion. The committee involved 20 rheumatologists, 2 patients and 1 healthcare professional representing 12 European countries. The group defined the focus of the expert committee and target population, formulated a definition of 'management' and selected the research questions. A systematic literature research (SLR) was performed by two fellows with the help of a skilled librarian. A set of draft recommendations was proposed on the basis of the research questions and the results of the SLR. For each recommendation, the categories of evidence were identified, the strength of recommendations was derived and the level of agreement was determined through a voting process. RESULTS The updated recommendations comprise 3 overarching principles and 12 recommendations for managing early arthritis. The selected statements involve the recognition of arthritis, referral, diagnosis, prognostication, treatment (information, education, pharmacological and non-pharmacological interventions), monitoring and strategy. Eighteen items were identified as relevant for future research. CONCLUSIONS These recommendations provide rheumatologists, general practitioners, healthcare professionals, patients and other stakeholders with an updated EULAR consensus on the entire management of early arthritis.
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Affiliation(s)
- Bernard Combe
- Rheumatology Department, Lapeyronie Hospital, Montpellier University, UMR 5535, Montpellier, France
| | - Robert Landewe
- Department of Clinical Immunology & Rheumatology, Amsterdam Rheumatology Center, Amsterdam and Zuyderland Medical Centre, Heerlen, The Netherlands
| | - Claire I Daien
- Rheumatology Department, Lapeyronie Hospital, Montpellier University, UMR 5535, Montpellier, France
| | - Charlotte Hua
- Rheumatology Department, Lapeyronie Hospital, Montpellier University, UMR 5535, Montpellier, France
| | - Daniel Aletaha
- Division of Rheumatology, Department of Medicine 3, Medical University of Vienna, Vienna, Austria
| | - Jose María Álvaro-Gracia
- Biological Therapies Unit, Servicio de Reumatología. Hospital Universitario de la Princesa, IIS-IP, Madrid, Spain
| | - Margôt Bakkers
- EULAR Standing Committee of People with Arthritis/Rheumatism in Europe (PARE), Zurich, Switzerland
| | - Nina Brodin
- Division of Physiotherapy, Department of Neurobiology Care Sciences and Society, Karolinska Institutet, Huddinge, Sweden.,Department of Orthopaedics, Danderyd Hospital, Stockholm, Sweden
| | - Gerd R Burmester
- Department of Rheumatology and Clinical Immunology, Charité-University Medicine Berlin, Berlin, Germany
| | - Catalin Codreanu
- Department of Rheumatology, Center for Rheumatic Diseases, University of Medicine and Pharmacy, Bucharest, Romania
| | - Richard Conway
- Department of Rheumatology, Centre for Arthritis and Rheumatic Diseases, St Vincent's University Hospital, Dublin Academic Medical Centre, Dublin, Ireland
| | - Maxime Dougados
- Medicine Faculty, APHP, Rheumatology B Department, Paris Descartes University, Cochin Hospital, Paris, France
| | - Paul Emery
- Leeds NIHR Musculoskeletal Biomedical Research Unit, LTHT, Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK
| | - Gianfranco Ferraccioli
- Fondazione Policlinico Gemelli Academic Hospital, Catholic University School of Medicine, Rome, Italy
| | - Joao Fonseca
- Rheumatology Department, Hospital de Santa Maria, Lisbon Academic Medical Centre, Lisbon.,Instituto de Medicina Molecular, Faculdade de Medicina Universidade de Lisboa, Portugal
| | - Karim Raza
- Rheumatology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK.,Sandwell and West Birmingham Hospitals NHS Trust, Birmingham, UK
| | - Lucía Silva-Fernández
- Rheumatology Department, Complexo Hospitalario Universitario de Ferrol, A Coruña, Spain
| | - Josef S Smolen
- Division of Rheumatology, Department of Medicine 3, Medical University of Vienna, Vienna, Austria
| | - Diana Skingle
- EULAR Standing Committee of People with Arthritis/Rheumatism in Europe (PARE), Zurich, Switzerland
| | - Zoltan Szekanecz
- Faculty of Medicine, Department of Rheumatology, University of Debrecen, Debrecen, Hungary
| | - Tore K Kvien
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
| | - Annette van der Helm-van Mil
- Department of Rheumatology, Leiden University Medical Center, Leiden, The Netherlands.,Department of Rheumatology, Erasmus Medical Center, Rotterdam, The Netherlands
| | - Ronald van Vollenhoven
- Department of Clinical Immunology & Rheumatology, Academic Medical Center, Amsterdam, The Netherlands
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Involvement of P2X7 receptor signaling on regulating the differentiation of Th17 cells and type II collagen-induced arthritis in mice. Sci Rep 2016; 6:35804. [PMID: 27775097 PMCID: PMC5075966 DOI: 10.1038/srep35804] [Citation(s) in RCA: 39] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2016] [Accepted: 10/03/2016] [Indexed: 12/29/2022] Open
Abstract
Interleukin (IL)-17 producing T helper (Th17) cells are major effector cells in the pathogenesis of rheumatoid arthritis (RA). The P2X7 receptor (P2X7R) has emerged as a potential site in the regulation of inflammation in RA but little is known of its functional role on the differentiation of Th17 cells. This study investigates the in vitro and in vivo effects of P2X7R on Th17 cell differentiation during type II collagen (CII) induced experimental arthritis model. In CII-treated dendritic cells (DCs) and DC/CD4+ T coculture system, pretreatment with pharmacological antagonists of P2X7R (Suramin and A-438079) caused strong inhibition of production of Th17-promoting cytokines (IL-1β, TGF-β1, IL-23p19 and IL-6). Exposure to CII induced the elevation of mRNAs encoding retinoic acid receptor-related orphan receptor α and γt, which were abolished by pretreatment with P2X7R antagonists. Furthermore, blocking P2X7R signaling abolished the CII-mediated increase in IL-17A. Blockade of P2X7R remarkably inhibited hind paw swelling and ameliorated pathological changes in ankle joint of the collagen-induced arthritis mice. Thus, we demonstrated a novel function for P2X7R signaling in regulating CII-induced differentiation of Th17 cells. P2X7R signaling facilitates the development of the sophisticated network of DC-derived cytokines that favors a Th17 phenotype.
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Wei MY, Kawachi I, Okereke OI, Mukamal KJ. Diverse Cumulative Impact of Chronic Diseases on Physical Health-Related Quality of Life: Implications for a Measure of Multimorbidity. Am J Epidemiol 2016; 184:357-65. [PMID: 27530335 DOI: 10.1093/aje/kwv456] [Citation(s) in RCA: 64] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2015] [Accepted: 12/28/2015] [Indexed: 11/13/2022] Open
Abstract
Debate continues on how to measure and weight diseases in multimorbidity. We quantified the association of a broad range of chronic diseases with physical health-related qualify of life and used these weights to develop and validate a multimorbidity weighted index (MWI). Community-dwelling adults in 3 national, prospective studies-the Nurses' Health Study (n = 121,701), Nurses' Health Study II (n = 116,686), and Health Professionals Follow-up Study (n = 51,529)-reported physician-diagnosed diseases and completed the Short Form 36 physical functioning (PF) scale over multiple survey cycles between 1992 and 2008. Mixed models were used to obtain regression coefficients for the impact of 98 morbid conditions on PF. The MWI was formed by weighting conditions by these coefficients and was validated through bootstrapping. The final sample included 612,592 observations from 216,890 participants (PF mean score = 46.5 (standard deviation, 11)). The association between diseases and PF varied severalfold (median, -1.4; range, -10.6 to 0.8). End-stage organ diseases were associated with the greatest reduction in PF. The mean MWI score was 4.8 (median, 3.7; range, 0-53), and the mean number of comorbid conditions was 3.3 (median, 2.8; range, 0-34). This validated MWI weights diseases by severity using PF, a patient-centered outcome. These results suggest that simple disease count is unlikely to capture the full impact of multimorbidity on health-related quality of life, and that the MWI is feasible and readily implemented.
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Razavi SS, Fathi M, Hajiesmaeili M. Intensive Care at Home: An Opportunity or Threat. Anesth Pain Med 2016; 6:e32902. [PMID: 27247913 PMCID: PMC4885143 DOI: 10.5812/aapm.32902] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2015] [Revised: 11/27/2015] [Accepted: 01/04/2016] [Indexed: 11/16/2022] Open
Affiliation(s)
- Seyed Sajad Razavi
- Anesthesiology Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohammad Fathi
- Anesthesiology Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Mohammadreza Hajiesmaeili
- Anesthesiology Research Center, Shahid Beheshti University of Medical Sciences, Tehran, Iran
- Corresponding author: Mohammadreza Hajiesmaeili, Loghman Hakim Medical Center, Kamali St., South Kargar Ave., Tehran, Iran. Tel: +98-2151025343, Fax: +98-2155424040, E-mail:
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Crepaldi G, Scirè CA, Carrara G, Sakellariou G, Caporali R, Hmamouchi I, Dougados M, Montecucco C. Cardiovascular Comorbidities Relate More than Others with Disease Activity in Rheumatoid Arthritis. PLoS One 2016; 11:e0146991. [PMID: 26757209 PMCID: PMC4710534 DOI: 10.1371/journal.pone.0146991] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2015] [Accepted: 12/26/2015] [Indexed: 01/07/2023] Open
Abstract
Objectives To explore the influence of comorbidities on clinical outcomes and disease activity in rheumatoid arthritis (RA). Methods In patients included in the cross-sectional observational multicenter international study COMORA, demographics, disease characteristics and comorbidities (hypertension, diabetes, hyperlipidemia, renal failure, ischemic heart disease, stroke, cancer, gastro-intestinal ulcers, hepatitis, depression, chronic pulmonary disease, obesity) were collected. Multivariable linear regression models explored the relationship between each comorbidity and disease activity measures: 28-swollen joint count (SJC), 28-tender joint count (TJC), erythrocyte sedimentation rate (ESR), patient’s and physician’s global assessment (PtGA, PhGA), patient reported fatigue and 28-Disease Activity Score (DAS28). Results are expressed as mean difference (MD) adjusted for the main confounders (age, gender, disease characteristics and treatment). Results A total of 3,920 patients were included: age (mean ±SD) 56.27 ±13.03 yrs, female 81.65%, disease duration median 7.08 yrs (IQR 2.97–13.27), DAS28 (mean ±SD) 3.74 ± 1.55. Patients with diabetes had more swollen and tender joints and worse PtGA and PhGA (MD +1.06, +0.93, +0.53 and +0.54, respectively). Patients with hyperlipidemia had a lower number of swollen and tender joints, lower ESR and better PtGA and PhGA (MD -0.77, -0.56, -3.56, -0.31 and -0.35, respectively). Patients with history of ischemic heart disease and obese patients had more tender joints (MD +1.27 and +1.07) and higher ESR levels (MD +5.64 and +5.20). DAS28 is influenced exclusively by cardiovascular comorbidities, in particular diabetes, hyperlipidemia, ischemic heart disease and obesity. Conclusions Cardiovascular comorbidities relate more than others with disease activity in RA. Diabetes and hyperlipidemia in particular seem associated with higher and lower disease activity respectively influencing almost all considered outcomes, suggesting a special importance of this pattern of comorbidities in disease activity assessment and clinical management.
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Affiliation(s)
- Gloria Crepaldi
- Department of Rheumatology, IRCCS Policlinico San Matteo Foundation, Pavia, Italy
| | | | - Greta Carrara
- Epidemiology Unit, Italian Society for Rheumatology, Milan, Italy
| | | | - Roberto Caporali
- Department of Rheumatology, IRCCS Policlinico San Matteo Foundation, Pavia, Italy
- * E-mail:
| | - Ihsane Hmamouchi
- Mohammed V Souissi University, Faculty of Medicine, Laboratory of Biostatistics, Clinical Research and Epidemiology (LBRCE), Rabat, Morocco
| | - Maxime Dougados
- Rheumatology B Department, Hospital Cochin, Medicine Faculty, Paris-Descartes University, Paris, France
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