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Butler T, Davey MG, Kerin MJ. Molecular Morbidity Score-Can MicroRNAs Assess the Burden of Disease? Int J Mol Sci 2024; 25:8042. [PMID: 39125612 PMCID: PMC11312210 DOI: 10.3390/ijms25158042] [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: 06/21/2024] [Revised: 07/17/2024] [Accepted: 07/18/2024] [Indexed: 08/12/2024] Open
Abstract
Multimorbidity refers to the presence of two or more chronic diseases and is associated with adverse outcomes for patients. Factors such as an ageing population have contributed to a rise in prevalence of multimorbidity globally; however, multimorbidity is often neglected in clinical guidelines. This is largely because patients with multimorbidity are systematically excluded from clinical trials. Accordingly, there is an urgent need to develop novel biomarkers and methods of prognostication for this cohort of patients. The hallmarks of ageing are now thought to potentiate the pathogenesis of multimorbidity. MicroRNAs are small, regulatory, noncoding RNAs which have been implicated in the pathogenesis and prognostication of numerous chronic diseases; there is a substantial body of evidence now implicating microRNA dysregulation with the different hallmarks of ageing in the aetiology of chronic diseases. This article proposes using the hallmarks of ageing as a framework to develop a panel of microRNAs to assess the prognostic burden of multimorbidity. This putative molecular morbidity score would have many potential applications, including assessing the efficacy of clinical interventions, informing clinical decision making and facilitating wider inclusion of patients with multimorbidity in clinical trials.
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Affiliation(s)
- Thomas Butler
- Department of Surgery, Lambe Institute for Translational Research, University of Galway, H91 TK33 Galway, Ireland; (M.G.D.); (M.J.K.)
| | - Matthew G. Davey
- Department of Surgery, Lambe Institute for Translational Research, University of Galway, H91 TK33 Galway, Ireland; (M.G.D.); (M.J.K.)
| | - Michael J. Kerin
- Department of Surgery, Lambe Institute for Translational Research, University of Galway, H91 TK33 Galway, Ireland; (M.G.D.); (M.J.K.)
- Department of Surgery, University Hospital Galway, Newcastle Road, H91 YR71 Galway, Ireland
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Lee J, Kumar N, Kabeto M, Galecki A, Chang CH, Singh N, Yung R, Makris UE, Bynum JPW. Prevalence and Factors Associated with De-escalation of Anti-TNFs in Older Adults with Rheumatoid Arthritis: A Medicare Claims-Based Observational Study. Drugs Aging 2024; 41:601-613. [PMID: 38900379 DOI: 10.1007/s40266-024-01125-w] [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] [Accepted: 05/19/2024] [Indexed: 06/21/2024]
Abstract
OBJECTIVE The aim was to evaluate prevalence and factors associated with anti-tumor necrosis factor (anti-TNF) de-escalation in older adults with rheumatoid arthritis (RA). METHODS We identified adults ≥ 66 years of age with RA on anti-TNF therapy within 6 months after RA diagnosis with at least 6-7 months duration of use (proxy for stable use), using 20% Medicare data from 2008-2017. Patient demographic and clinical characteristics, including concomitant use of glucocorticoid (GC), were collected. Anti-TNF use was categorized as either de-escalation (identified by dosing interval increase, dose reduction, or cessation of use) or continuation. We used (1) an observational cohort design with Cox regression to assess patient characteristics associated with de-escalation and (2) a case-control design with propensity score-adjusted logistic regression to assess the association of de-escalation with different clinical conditions and concomitant medication use. RESULTS We identified 5106 Medicare beneficiaries with RA on anti-TNF, 65.5% of whom had de-escalation. De-escalation was more likely with older age (hazard ratio [HR] 1.01, 95% confidence interval [CI] 1.01-1.02) or greater comorbidity (HR 1.07, 95% CI 1.05-1.09), but was less likely with low-income subsidy status (HR 0.85, 95% CI 0.78-0.92), adjusting for patient sex and race/ethnicity. Lower odds of de-escalation were associated with serious infection (odds ratio [OR] 0.79, 95% CI 0.66-0.94), new heart failure diagnosis (OR 0.70, 95% CI 0.52-0.95), and long-term GC use (OR 0.84, 95% CI 0.74-0.95), whereas higher odds were associated with concomitant methotrexate use (OR 1.16, 95% CI 1.03-1.31). CONCLUSIONS Anti-TNFs are de-escalated in two-thirds of older adults with RA in usual care. Further study is needed on RA outcomes after anti-TNF de-escalation.
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Affiliation(s)
- Jiha Lee
- Division of Rheumatology, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA.
| | - Navasuja Kumar
- Division of Geriatric and Palliative Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Mohammed Kabeto
- Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Andrzej Galecki
- Division of Geriatric and Palliative Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Chiang-Hua Chang
- Department of Cardiac Surgery, University of Michigan, Ann Arbor, MI, USA
| | - Namrata Singh
- Division of Rheumatology, Department of Internal Medicine, University of Washington, Seattle, WA, USA
| | - Raymond Yung
- Division of Geriatric and Palliative Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
| | - Una E Makris
- Division of Rheumatic Diseases, Department of Medicine, University of Texas Southwestern Medical Center, Dallas, TX, USA
- VA North Texas Health Care System, Dallas, TX, USA
| | - Julie P W Bynum
- Division of Geriatric and Palliative Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, USA
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Giordani B, Burgio A, Grippo F, Barone A, Eugeni E, Baglio G. The Use of ICD-9-CM Coding to Identify COVID-19 Diagnoses and Determine Risk Factors for 30-Day Death Rate in Hospitalized Patients in Italy: Retrospective Study. JMIR Public Health Surveill 2024; 10:e44062. [PMID: 38393763 PMCID: PMC10906716 DOI: 10.2196/44062] [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: 11/04/2022] [Revised: 07/27/2023] [Accepted: 10/31/2023] [Indexed: 02/25/2024] Open
Abstract
BACKGROUND In Italy, it has been difficult to accurately quantify hospital admissions of patients with a COVID-19 diagnosis using the Hospital Information System (HIS), mainly due to the heterogeneity of codes used in the hospital discharge records during different waves of the COVID-19 pandemic. OBJECTIVE The objective of this study was to define a specific combination of codes to identify the COVID-19 hospitalizations within the HIS and to investigate the risk factors associated with mortality due to COVID-19 among patients admitted to Italian hospitals in 2020. METHODS A retrospective study was conducted using the hospital discharge records, provided by more than 1300 public and private Italian hospitals. Inpatient hospitalizations were detected by implementing an algorithm based on specific International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) code combinations. Hospitalizations were analyzed by different clinical presentations associated with COVID-19 diagnoses. In addition, 2 multivariable Cox regression models were performed among patients hospitalized "due to COVID-19" from January 1 to December 31, 2020, to investigate potential risk factors associated with 30-day death and the temporal changes over the course of the pandemic; in particular, the 30-day death rates during the first and the second waves were analyzed across 3 main geographical areas (North, Center, and South and Islands) and by discharge wards (ordinary and intensive care). RESULTS We identified a total of 325,810 hospitalizations with COVID-19-related diagnosis codes. Among these, 73.4% (n=239,114) were classified as "due to COVID-19," 14.5% (n=47,416) as "SARS-CoV-2 positive, but not due to COVID-19," and 12.1% (n=39,280) as "suspected COVID-19" hospitalizations. The cohort of patients hospitalized "due to COVID-19" included 205,048 patients, with a median age of 72 years and a higher prevalence of male patients (n=124,181, 60.6%). The overall 30-day death rate among hospitalized patients due to COVID-19 was 9.9 per 1000 person-days. Mortality was lower for women (hazard ratio [HR]=0.83; P<.001) and for patients coming from high migration pressure countries, especially Northern Africans (HR=0.65; P<.001) and Central and Eastern Europeans (HR=0.66; P<.001), compared to patients coming from Italy and high-income countries. In the southern regions and the Islands, mortality was higher compared to the northern regions (HR=1.17; P<.001), especially during the second wave of COVID-19 among patients with a transfer to intensive care units (HR=2.52; P<.001). CONCLUSIONS To our knowledge, the algorithm is the first attempt to define, at a national level, selection criteria for identifying COVID-19 hospitalizations within the HIS. The implemented algorithm will be used to monitor the pandemic over time, and the patients selected in 2020 will be followed up in the next years to assess the long-term effects of COVID-19.
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Affiliation(s)
- Barbara Giordani
- Research, National Outcomes Evaluation Programme (PNE) and International Relations Unit, Italian National Agency for Regional Healthcare Services, Rome, Italy
| | | | | | - Alessandra Barone
- Research, National Outcomes Evaluation Programme (PNE) and International Relations Unit, Italian National Agency for Regional Healthcare Services, Rome, Italy
| | - Erica Eugeni
- Research, National Outcomes Evaluation Programme (PNE) and International Relations Unit, Italian National Agency for Regional Healthcare Services, Rome, Italy
| | - Giovanni Baglio
- Research, National Outcomes Evaluation Programme (PNE) and International Relations Unit, Italian National Agency for Regional Healthcare Services, Rome, Italy
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Tidblad L, Westerlind H, Delcoigne B, Askling J, Saevarsdottir S. Comorbidities and chance of remission in patients with early rheumatoid arthritis receiving methotrexate as first-line therapy: a Swedish observational nationwide study. RMD Open 2023; 9:e003714. [PMID: 38123483 DOI: 10.1136/rmdopen-2023-003714] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Accepted: 12/04/2023] [Indexed: 12/23/2023] Open
Abstract
OBJECTIVES This study aims to examine whether comorbidities affect the likelihood of reaching primary remission on methotrexate monotherapy as the first disease-modifying antirheumatic drug (DMARD) in early rheumatoid arthritis (RA). METHODS We used nationwide Swedish clinical and quality registers to collect RA disease activity measures and comorbidity data for patients diagnosed with RA 2007-2020 (n=11 001). The primary outcome was failure to reach 28-joint Disease Activity Score (DAS28) remission at 3 months. Secondary outcomes included Boolean, Simplified Disease Activity Index/Clinical Disease Activity Index remission, European Alliance of Associations for Rheumatology response and no swollen joint count at 3 and 6 months. For each comorbidity, and for combinations thereof, we calculated adjusted relative risks (RRs) of failure to reach remission, using modified Poisson regression. RESULTS In total, 53% (n=4019/7643) failed to reach DAS28 remission after 3 months of methotrexate monotherapy, ranging from 66% (n=25/38) among patients with chronic kidney disease to 48% (n=154/319) in patients with previous cancer. The risk of not reaching DAS28 remission at 3 months (RR adjusted for sex and age) was increased among patients with endocrine (RR 1.08, 95% CI 1.01 to 1.15), gastrointestinal (RR 1.16, 95% CI 1.03 to 1.30), infectious (RR 1.21, 95% CI 1.06 to 1.38), psychiatric (RR 1.24, 95% CI 1.15 to 1.35) and respiratory comorbidities (RR 1.16, 95% CI 1.01 to 1.32). Having three or more comorbidity categories was associated with a 27% higher risk of DAS28 remission failure at 3 months. A similar pattern was observed for the secondary outcomes. CONCLUSIONS Comorbidities decrease the chance of reaching remission on methotrexate as DMARD monotherapy in patients with early RA and are important to consider when assessing treatment outcomes.
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Affiliation(s)
- Liselotte Tidblad
- Clinical Epidemiology Division, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
| | - Helga Westerlind
- Clinical Epidemiology Division, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
| | - Bénédicte Delcoigne
- Clinical Epidemiology Division, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
| | - Johan Askling
- Clinical Epidemiology Division, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
| | - Saedis Saevarsdottir
- Clinical Epidemiology Division, Department of Medicine, Solna, Karolinska Institutet, Stockholm, Sweden
- Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland
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Lee J, Martindale J, Makris UE, Singh N, Yung R, Bynum JPW. Initiation of Disease-Modifying Antirheumatic Drugs in Older Medicare Beneficiaries With New Diagnosis of Late-Onset Rheumatoid Arthritis. ACR Open Rheumatol 2023; 5:694-700. [PMID: 37872884 PMCID: PMC10716804 DOI: 10.1002/acr2.11625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 09/29/2023] [Accepted: 10/05/2023] [Indexed: 10/25/2023] Open
Abstract
OBJECTIVE Older adults with rheumatoid arthritis (RA) account for up to one-third of the RA population and are less likely to receive optimal treatment. For the subgroup of older adults with late-onset RA (LORA), who experience more symptomatic and progressive disease, suboptimal treatment could be more consequential than the general population who age with RA. We evaluated use of disease-modifying antirheumatic drugs (DMARDs) in older adults with a new diagnosis of LORA. METHODS In this retrospective observational study, we identified adults 66 years of age or older with a new diagnosis of LORA using Medicare data from 2008 to 2017. Information on baseline patient characteristics and DMARD initiation during the first 12 months after LORA diagnosis were collected. We also assessed concomitant use of glucocorticoids (GCs). RESULTS We identified 33,373 older adults with new diagnosis of LORA. Average age at LORA diagnosis was 76.7 (SD 7.6); 75.4% were female, 76.9% were White, and 35.6% had low-income subsidy (LIS). Less than one-third were initiated on a DMARD (28.9%). In multivariable analyses, DMARD initiation was associated with younger age, fewer comorbidities, and absence of LIS status. Concomitant long-term (>3 months) GC use was higher among those on any DMARD (44.3%) compared with those without (15.2%). CONCLUSIONS DMARD initiation after new diagnosis of LORA is low despite current clinical practice guidelines recommending early aggressive initiation of treatment. Long-term GC use is common among those on any DMARDs, raising concern for suboptimal DMARD use. Further studies are needed to understand drivers of DMARD use in older adults.
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Affiliation(s)
| | | | - Una E. Makris
- University of Texas Southwestern Medical Center and VA North Texas Health Care SystemDallasTexas
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Solomon DH, Guan H, Johansson FD, Santacroce L, Malley W, Guo L, Litman H. Assessing clusters of comorbidities in rheumatoid arthritis: a machine learning approach. Arthritis Res Ther 2023; 25:224. [PMID: 37993918 PMCID: PMC10664370 DOI: 10.1186/s13075-023-03191-8] [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: 07/31/2023] [Accepted: 10/11/2023] [Indexed: 11/24/2023] Open
Abstract
BACKGROUND Comorbid conditions are very common in rheumatoid arthritis (RA) and several prior studies have clustered them using machine learning (ML). We applied various ML algorithms to compare the clusters of comorbidities derived and to assess the value of the clusters for predicting future clinical outcomes. METHODS A large US-based RA registry, CorEvitas, was used to identify patients for the analysis. We assessed the presence of 24 comorbidities, and ML was used to derive clusters of patients with given comorbidities. K-mode, K-mean, regression-based, and hierarchical clustering were used. To assess the value of these clusters, we compared clusters across different ML algorithms in clinical outcome models predicting clinical disease activity index (CDAI) and health assessment questionnaire (HAQ-DI). We used data from the first 3 years of the 6-year study period to derive clusters and assess time-averaged values for CDAI and HAQ-DI during the latter 3 years. Model fit was assessed via adjusted R2 and root mean square error for a series of models that included clusters from ML clustering and each of the 24 comorbidities separately. RESULTS 11,883 patients with RA were included who had longitudinal data over 6 years. At baseline, patients were on average 59 (SD 12) years of age, 77% were women, CDAI was 11.3 (SD 11.9, moderate disease activity), HAQ-DI was 0.32 (SD 0.42), and disease duration was 10.8 (SD 9.9) years. During the 6 years of follow-up, the percentage of patients with various comorbidities increased. Using five clusters produced by each of the ML algorithms, multivariable regression models with time-averaged CDAI as an outcome found that the ML-derived comorbidity clusters produced similarly strong models as models with each of the 24 separate comorbidities entered individually. The same patterns were observed for HAQ-DI. CONCLUSIONS Clustering comorbidities using ML algorithms is not computationally complex but often results in clusters that are difficult to interpret from a clinical standpoint. While ML clustering is useful for modeling multi-omics, using clusters to predict clinical outcomes produces models with a similar fit as those with individual comorbidities.
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Affiliation(s)
- Daniel H Solomon
- Division of Rheumatology, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA.
- Harvard Medical School, Boston, MA, USA.
| | - Hongshu Guan
- Division of Rheumatology, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA
| | - Fredrik D Johansson
- Department of Computer Science and Engineering, Chalmers University of Technology, Gothenburg, Sweden
| | - Leah Santacroce
- Division of Rheumatology, Brigham and Women's Hospital, 60 Fenwood Road, Boston, MA, 02115, USA
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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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Dolomisiewicz A, Ali H, Roul P, Yang Y, Cannon GW, Sauer B, Baker JF, Mikuls TR, Michaud K, England BR. Updating and Validating the Rheumatic Disease Comorbidity Index to Incorporate ICD-10-CM Diagnostic Codes. Arthritis Care Res (Hoboken) 2023; 75:2199-2206. [PMID: 36951260 PMCID: PMC10517070 DOI: 10.1002/acr.25116] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2023] [Revised: 03/10/2023] [Accepted: 03/21/2023] [Indexed: 03/24/2023]
Abstract
OBJECTIVE To update and validate the Rheumatic Disease Comorbidity Index (RDCI) utilizing International Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) codes. METHODS We defined ICD-9-CM (n = 1,068) and ICD-10-CM (n = 1,425) era cohorts (n = 862 in both) spanning the ICD-9-CM to ICD-10-CM transition in a multicenter, prospective rheumatoid arthritis registry. Information regarding comorbidities was collected from linked administrative data over 2-year assessment periods. An ICD-10-CM code list was generated from crosswalks and clinical expertise. ICD-9- and ICD-10-derived RDCI scores were compared using intraclass correlation coefficients (ICC). The predictive ability of the RDCI for functional status and death during follow-up was assessed using multivariable regression models and goodness-of-fit statistics (Akaike's information criterion [AIC] and quasi information criterion [QIC]) in both cohorts. RESULTS Mean ± SD RDCI scores were 2.93 ± 1.72 in the ICD-9-CM cohort and 2.92 ± 1.74 in the ICD-10-CM cohort. RDCI scores had substantial agreement in individuals who were in both cohorts (ICC 0.71 [95% confidence interval 0.68-0.74]). Prevalence of comorbidities was similar between cohorts with absolute differences <6%. Higher RDCI scores were associated with a greater risk of death and poorer functional status during follow-up in both cohorts. Similarly, in both cohorts, models including the RDCI score had the lowest QIC (functional status) and AIC (death) values, indicating better model performance. CONCLUSION The newly proposed ICD-10-CM codes for the RDCI-generated comparable RDCI scores to those derived from ICD-9-CM codes and are highly predictive of functional status and death. The proposed ICD-10-CM codes for the RDCI can be used in rheumatic disease outcomes research spanning the ICD-10-CM era.
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Affiliation(s)
- Anthony Dolomisiewicz
- Veterans Affairs Nebraska-Western Iowa Health Care System, Omaha, NE
- Department of Internal Medicine, Division of Rheumatology & Immunology, University of Nebraska Medical Center, Omaha, NE
| | - Hanifah Ali
- Department of Internal Medicine, Division of Rheumatology & Immunology, University of Nebraska Medical Center, Omaha, NE
| | - Punyasha Roul
- Department of Internal Medicine, Division of Rheumatology & Immunology, University of Nebraska Medical Center, Omaha, NE
| | - Yangyuna Yang
- Department of Internal Medicine, Division of Rheumatology & Immunology, University of Nebraska Medical Center, Omaha, NE
| | | | - Brian Sauer
- Salt Lake City VA & University of Utah, Salt Lake City, UT
| | - Joshua F. Baker
- Corporal Michael J. Crescenz VA & University of Pennsylvania, Philadelphia, PA
| | - Ted R. Mikuls
- Veterans Affairs Nebraska-Western Iowa Health Care System, Omaha, NE
- Department of Internal Medicine, Division of Rheumatology & Immunology, University of Nebraska Medical Center, Omaha, NE
| | - Kaleb Michaud
- Department of Internal Medicine, Division of Rheumatology & Immunology, University of Nebraska Medical Center, Omaha, NE
- FORWARD, The National Data Bank for Rheumatic Diseases, Wichita, KS
| | - Bryant R. England
- Veterans Affairs Nebraska-Western Iowa Health Care System, Omaha, NE
- Department of Internal Medicine, Division of Rheumatology & Immunology, University of Nebraska Medical Center, Omaha, NE
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Dalén J, Svedbom A, Hernlund E, Olofsson T, Black CM. Identifying Predictors of First-Line Subcutaneous TNF-Inhibitor Persistence in Patients with Inflammatory Arthritis: A Decision Tree Analysis by Indication. Adv Ther 2023; 40:4657-4674. [PMID: 37599341 PMCID: PMC10499966 DOI: 10.1007/s12325-023-02600-3] [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: 04/14/2023] [Accepted: 06/28/2023] [Indexed: 08/22/2023]
Abstract
INTRODUCTION Treatment persistence is a proxy for efficacy, safety and patient satisfaction, and a switch in treatment or treatment discontinuation has been associated with increased indirect and direct costs in inflammatory arthritis (IA). Hence, there are both clinical and economic incentives for the identification of factors associated with treatment persistence. Until now, studies have mainly leveraged traditional regression analysis, but it has been suggested that novel approaches, such as statistical learning techniques, may improve our understanding of factors related to treatment persistence. Therefore, we set up a study using nationwide Swedish high-coverage administrative register data with the objective to identify patient groups with distinct persistence of subcutaneous tumor necrosis factor inhibitor (SC-TNFi) treatment in IA, using recursive partitioning, a statistical learning algorithm. METHODS IA was defined as a diagnosis of rheumatic arthritis (RA), ankylosing spondylitis/unspecified spondyloarthritis (AS/uSpA) or psoriatic arthritis (PsA). Adult swedish biologic-naïve patients with IA initiating biologic treatment with a SC-TNFi (adalimumab, etanercept, certolizumab or golimumab) between May 6, 2010, and December 31, 2017. Treatment persistence of SC-TNFi was derived based on prescription data and a defined standard daily dose. Patient characteristics, including age, sex, number of health care contacts, comorbidities and treatment, were collected at treatment initiation and 12 months before treatment initiation. Based on these characteristics, we used recursive partitioning in a conditional inference framework to identify patient groups with distinct SC-TNFi treatment persistence by IA diagnosis. RESULTS A total of 13,913 patients were included. Approximately 50% had RA, while 27% and 23% had AS/uSpA and PsA, respectively. The recursive partitioning algorithm identified sex and treatment as factors associated with SC-TNFi treatment persistence in PsA and AS/uSpA. Time on treatment in the groups with the lowest treatment persistence was similar across all three indications (9.5-11.3 months), whereas there was more variation in time on treatment across the groups with the highest treatment persistence (18.4-48.9 months). CONCLUSIONS Women have low SC-TNFi treatment persistence in PsA and AS/uSpA whereas male sex and golimumab are associated with high treatment persistence in these indications. The factors associated with treatment persistence in RA were less distinct but may comprise disease activity and concurrent conventional systemic disease-modifying anti-rheumatic drug (DMARD) treatment.
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Affiliation(s)
| | | | | | - Tor Olofsson
- Department of Clinical Sciences Lund, Rheumatology, Lund University, Skåne University Hospital, Lund, Sweden
| | - Christopher M Black
- Center for Observational and Real-World Evidence (CORE), Merck & Co., Inc, 126 East Lincoln Ave., Rahway, NJ, 07065, USA.
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Morse JL, Afari N, Norman SB, Guma M, Pietrzak RH. Prevalence, characteristics, and health burden of rheumatoid arthritis in the U.S. veteran population. J Psychiatr Res 2023; 159:224-229. [PMID: 36746059 DOI: 10.1016/j.jpsychires.2023.01.039] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 01/18/2023] [Accepted: 01/26/2023] [Indexed: 01/30/2023]
Abstract
OBJECTIVE To examine the prevalence, characteristics, and physical and mental health burden of rheumatoid arthritis (RA) in a nationally representative sample of U.S. military veterans. METHODS Data were analyzed from the 2019-2020 National Health and Resilience in Veterans Study (NHRVS), which surveyed a contemporary, nationally representative sample of 4,069 U.S. veterans. Veterans with RA (n = 227) were compared to veterans with any other medical condition(s) (n = 3,444) on measures of sociodemographic, military, trauma, medical and psychiatric characteristics. Multivariable analyses were then conducted to examine independent associations between RA and health conditions. RESULTS A total of 5.3% (95% confidence interval = 4.5-6.2%) of primarily male U.S. veterans reported having been diagnosed with RA. Relative to controls, veterans with RA were older, and more likely to be racial/ethnic minorities, unpartnered, lower income, and combat veterans. They also reported greater cumulative trauma burden, more medical conditions (i.e., osteoarthritis, chronic pain, respiratory and cardiovascular conditions), and greater severity of somatic symptoms, and were more likely to screen positive for current insomnia and subthreshold posttraumatic stress disorder (PTSD), and lifetime alcohol use disorder (AUD). In adjusted analyses, RA remained associated with number of medical conditions, more severe somatic symptoms, insomnia, subthreshold PTSD, and AUD. CONCLUSIONS One of 20 U.S. veterans has RA, which is more prevalent among certain sociodemographic subsets, and is associated with elevated physical and mental health burden. Results provide insight into risk correlates of RA and underscore the importance of assessing, monitoring, and treating medical and psychiatric conditions/symptoms that co-occur with RA in this population.
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Affiliation(s)
- Jessica L Morse
- VA San Diego Healthcare System, 3350 La Jolla Village Drive, 116, San Diego, CA, 92161, USA; Department of Psychiatry, University of California, San Diego, 9500 Gilman Drive, 0603, La Jolla, CA, 92037, USA.
| | - Niloofar Afari
- VA San Diego Healthcare System, 3350 La Jolla Village Drive, 116, San Diego, CA, 92161, USA; Department of Psychiatry, University of California, San Diego, 9500 Gilman Drive, 0603, La Jolla, CA, 92037, USA; VA Center of Excellence for Stress and Mental Health, 3350 La Jolla Village Drive, 116, San Diego, CA, 92161, USA
| | - Sonya B Norman
- VA San Diego Healthcare System, 3350 La Jolla Village Drive, 116, San Diego, CA, 92161, USA; Department of Psychiatry, University of California, San Diego, 9500 Gilman Drive, 0603, La Jolla, CA, 92037, USA; VA Center of Excellence for Stress and Mental Health, 3350 La Jolla Village Drive, 116, San Diego, CA, 92161, USA; National Center for PTSD, White River Junction, VT, USA
| | - Monica Guma
- VA San Diego Healthcare System, 3350 La Jolla Village Drive, 116, San Diego, CA, 92161, USA; Department of Medicine, School of Medicine, University of California, 9500 Gilman Drive, San Diego, CA, 92037, USA
| | - Robert H Pietrzak
- National Center for PTSD, VA Connecticut Healthcare System, West Haven, CT, USA; Department of Psychiatry, Yale School of Medicine, New Haven, CT, 06510, USA; Department of Social and Behavioral Sciences, Yale School of Public Health, New Haven, CT, 06510, USA
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11
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Tidblad L, Westerlind H, Delcoigne B, Askling J, Saevarsdottir S. Comorbidities and treatment patterns in early rheumatoid arthritis: a nationwide Swedish study. RMD Open 2022; 8:rmdopen-2022-002700. [PMID: 36564100 PMCID: PMC9791425 DOI: 10.1136/rmdopen-2022-002700] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Accepted: 12/07/2022] [Indexed: 12/24/2022] Open
Abstract
OBJECTIVE To examine how comorbidities in patients with early rheumatoid arthritis (RA) associate with use of different disease-modifying antirheumatic drugs (DMARDs). METHODS We used Swedish nationwide clinical and quality registers to collect comorbidity data for patients diagnosed with RA during 2006-2019 (n=13 505). We compared the use of DMARDs at diagnosis and after 1 year, in relation to comorbidity categories 5 years prior to RA diagnosis and overall comorbidity burden. For each comorbidity category, we also calculated adjusted ORs of being on treatment with other (or no) DMARDs compared with methotrexate (MTX) monotherapy 1 year after RA diagnosis. RESULTS At RA diagnosis, 68% (n=9178) of all patients were treated with MTX monotherapy, with the lowest proportion in patients with chronic kidney (CKD, 48%, n=50) and respiratory diseases (57%, n=413). At 1 year, most patients still received MTX monotherapy (<11% decrease, across all comorbidity categories). At 1 year, 13% received biological/targeted synthetic DMARDs, with the lowest proportion among patients with malignant diseases (OR=0.69, 95% CI=0.51 to 0.95). Being without DMARD at 1 year was more common among patients with CKD (OR=3.25, 95% CI=2.20 to 4.81), respiratory diseases (OR=1.83, 95% CI=1.32 to 2.53) or a history of hospitalisation due to infection (OR=1.47, 95% CI=1.23 to 1.75), and among patients with higher comorbidity burden and older age. CONCLUSION In a nationwide setting with universal healthcare, most comorbid conditions do not limit the initiation or continuation of MTX or other DMARDs in early RA, although patients with certain comorbid conditions, higher comorbidity burden and higher age were somewhat less intensively treated.
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Affiliation(s)
- Liselotte Tidblad
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Helga Westerlind
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Benedicte Delcoigne
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Johan Askling
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden
| | - Saedis Saevarsdottir
- Clinical Epidemiology Division, Department of Medicine Solna, Karolinska Institutet, Stockholm, Sweden,Faculty of Medicine, School of Health Sciences, University of Iceland, Reykjavik, Iceland
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12
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Ben Tekaya A, Hannech E, Saidane O, Rouached L, Bouden S, Tekaya R, Mahmoud I, Abdelmoula L. Association between Rheumatic Disease Comorbidity Index and factors of poor prognosis in a cohort of 280 patients with rheumatoid arthritis. BMC Rheumatol 2022; 6:78. [PMID: 36539858 PMCID: PMC9769002 DOI: 10.1186/s41927-022-00308-5] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2022] [Revised: 09/21/2022] [Accepted: 09/26/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Rheumatoid arthritis (RA) is commonly associated with higher rates of comorbidities. Recent recommendations highlight screening comorbidities during the disease course because of their impact on patients' ability to function, on disease outcome, but also on treatment choices. Hence the interest of our study that aimed to quantify the impact of comorbidities among RA patients using a validated tool the Rheumatic Disease Comorbidity Index (RDCI) and to explore the association between comorbidities and disease characteristics. METHODS We conducted a cross-sectional study over 12 months period, including patients followed for an established RA according to the ACR/EULAR 2010 criteria and hospitalized in our rheumatology department. Patients' characteristics and disease features were collected for each patient. Comorbidities were quantified using the RDCI. We looked for the association between RDCI and patients characteristics and RA parameters. Univariable and multivariable analysis were made. RESULTS They were 280 patients: 233 female (83.2%) and 47 male (16.8%) with a mean age of 58.07 (SD 11.12) years. The mean follow-up period was 14.74 (SD 1.63) years. Comorbidities were noted in 133 patients (47.5%). The mean comorbidity score measured by the RDCI was 1.05 (SD 1.23). RDCI was positively correlated with age (p < 0.001, r = 0.359). RA patients whose age of disease onset exceeds 40 years have significantly higher RDCI (1.8 (SD 1.3) [CI 95%: 1.36-1.88] vs. 1.5 (SD 1.2), p = 0.007). Moreover, RDCI was significantly associated with the presence pulmonary involvement (p < 0.001) and ocular involvement (p = 0.002). RDCI was also associated with erosive RA (p = 0.006), the presence of atlanto-axial dislocation (p = 0.014), and coxitis (p = 0.029). Regarding therapy regimen, RDCI was statistically increased in patients receiving bDMARDs compared to patients under csDMARDs (2.8 (SD 1.6) vs. 1.0 (SD 1.0), p = 0.021). CONCLUSION In this study, comorbidity index was associated with signs of poor prognosis such as erosions, coxitis, and atlanto-axial dislocation. This confirmed the hypothesis that comorbidity can be a threat to the improvement in the long-term prognosis in RA patients.
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Affiliation(s)
- Aicha Ben Tekaya
- grid.413827.b0000 0004 0594 6356Rheumatology Department, Charles Nicolle Hospital, 1007 Tunis, Tunisia ,grid.12574.350000000122959819Faculty of medicine of Tunis, University Tunis El Manar, Tunis, Tunisia
| | - Emna Hannech
- grid.413827.b0000 0004 0594 6356Rheumatology Department, Charles Nicolle Hospital, 1007 Tunis, Tunisia ,grid.12574.350000000122959819Faculty of medicine of Tunis, University Tunis El Manar, Tunis, Tunisia
| | - Olfa Saidane
- grid.413827.b0000 0004 0594 6356Rheumatology Department, Charles Nicolle Hospital, 1007 Tunis, Tunisia ,grid.12574.350000000122959819Faculty of medicine of Tunis, University Tunis El Manar, Tunis, Tunisia
| | - Leila Rouached
- grid.413827.b0000 0004 0594 6356Rheumatology Department, Charles Nicolle Hospital, 1007 Tunis, Tunisia ,grid.12574.350000000122959819Faculty of medicine of Tunis, University Tunis El Manar, Tunis, Tunisia
| | - Selma Bouden
- grid.413827.b0000 0004 0594 6356Rheumatology Department, Charles Nicolle Hospital, 1007 Tunis, Tunisia ,grid.12574.350000000122959819Faculty of medicine of Tunis, University Tunis El Manar, Tunis, Tunisia
| | - Rawdha Tekaya
- grid.413827.b0000 0004 0594 6356Rheumatology Department, Charles Nicolle Hospital, 1007 Tunis, Tunisia ,grid.12574.350000000122959819Faculty of medicine of Tunis, University Tunis El Manar, Tunis, Tunisia
| | - Ines Mahmoud
- grid.413827.b0000 0004 0594 6356Rheumatology Department, Charles Nicolle Hospital, 1007 Tunis, Tunisia ,grid.12574.350000000122959819Faculty of medicine of Tunis, University Tunis El Manar, Tunis, Tunisia
| | - Leila Abdelmoula
- grid.413827.b0000 0004 0594 6356Rheumatology Department, Charles Nicolle Hospital, 1007 Tunis, Tunisia ,grid.12574.350000000122959819Faculty of medicine of Tunis, University Tunis El Manar, Tunis, Tunisia
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Fonseca Peixoto R, Ewerton Maia Rodrigues C, Henrique de Sousa Palmeira P, Cézar Comberlang Queiroz Davis Dos Santos F, Keesen de Souza Lima T, de Sousa Braz A. Immune hallmarks of rheumatoid arthritis management: A brief review. Cytokine 2022; 158:156007. [PMID: 35985174 DOI: 10.1016/j.cyto.2022.156007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Revised: 07/31/2022] [Accepted: 08/08/2022] [Indexed: 11/17/2022]
Abstract
The purpose of this review was to examine current evidence on immunomodulation mediated by conventional drugs and the use of novel biological agents for the treatment of rheumatoid arthritis (RA). Currently, treatment is focused on maximizing quality of life through sustained clinical remission and/or attenuating disease activity. To do so, disease-modifying antirheumatic drugs, especially methotrexate, are used alone or in combination with other drugs, including leflunomide, biological disease-modifying antirheumatic drugs (bDMARDs) and targeted synthetic disease-modifying antirheumatic drugs (tsDMARDs). The most recent strategies modulate the immune response of the individual RA patient using tsDMARDs such as JAK inhibitors and bDMARDs such as ig-CTLA-4, anti- IL6R, anti-TNF-α and anti-CD20. To better understand current immunopharmacological interventions, we also looked at documented mechanisms of RA-mediated immunomodulation, highlighting perspectives potentially boosting RA treatment.
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Affiliation(s)
- Rephany Fonseca Peixoto
- Laboratory of Immunology of Infectious Diseases, Department of Cellular and Molecular Biology, Federal University of Paraiba, João Pessoa, Paraíba 58051-900, Brazil
| | - Carlos Ewerton Maia Rodrigues
- Post‑Graduate Program in Medical Sciences, Medical School, University of Fortaleza (Unifor), Fortaleza, Brazil; Department of Internal Medicine, Federal University of Ceará, Brazil.
| | - Pedro Henrique de Sousa Palmeira
- Laboratory of Immunology of Infectious Diseases, Department of Cellular and Molecular Biology, Federal University of Paraiba, João Pessoa, Paraíba 58051-900, Brazil
| | | | - Tatjana Keesen de Souza Lima
- Laboratory of Immunology of Infectious Diseases, Department of Cellular and Molecular Biology, Federal University of Paraiba, João Pessoa, Paraíba 58051-900, Brazil
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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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15
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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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Vohra I, Attar B, Haghbin H, Mutneja H, Katiyar V, Sharma S, Abegunde AT, Demetria M, Gandhi S. Incidence and risk factors for 30-day readmission in ulcerative colitis: nationwide analysis in biologic era. Eur J Gastroenterol Hepatol 2021; 33:1174-1184. [PMID: 34034271 DOI: 10.1097/meg.0000000000002147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
BACKGROUND AND STUDY AIM Ulcerative colitis (UC) is a chronic relapsing and remitting disease requiring frequent hospitalization. Biologics have become the recommended initial therapy for Biologics in patients with moderate to severe UC. Our aim was to estimate the changes in Nationwide Healthcare utilization and assess predictive factors of 30-day readmission, morbidity and mortality of UC. METHODS This is a retrospective observational study analyzing the Nationwide Readmission database from 2016 to 2017 using ICD-10 codes. The primary outcomes of the study were to assess the predictors of 30-day readmission in patients with UC. RESULTS Of the 54 138 adult patients with a primary diagnosis of UC, 13.2% were readmitted within 30 days of index hospitalization. The mortality rate (1.4 vs. 0.3%, P < 0.01), length of stay (7 vs. 4.9 days, P < 0.01) and hospital cost ($62 552 vs. $46 971, P < 0.01) were higher on readmission as compared to index hospitalization. We identified multiple patient-related factors (age <65years, men, VTE, protein calorie malnutrition, electrolyte imbalance, anemia, anxiety and alcohol abuse), hospital-related factors (teaching hospitals, high quintile hospitals), as independent predictors of 30-day UC readmission. Colonoscopy, Cannabis use, and colectomy were associated with decreased odds of 30-day readmission. The most common cause of UC was septicemia. CONCLUSIONS This is the largest nationwide study demonstrating predictors of 30-day readmission, mortality and morbidity associated with UC. Identification and amelioration of these risk factors will decrease readmission rate and mortality amongst UC patients.
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Affiliation(s)
| | - Bashar Attar
- Division of Gastroenterology and Hepatology, Department of Medicine, Cook County Health and Hospital System, County, Chicago, Illinois
| | - Hossein Haghbin
- Department of Medicine, The University of Toledo, Toledo, Ohio
| | - Hemant Mutneja
- Division of Gastroenterology and Hepatology, Department of Medicine, Cook County Health and Hospital System, County, Chicago, Illinois
| | - Vatsala Katiyar
- Department of Hematology and Oncology, University of Louisville, Louisville, Kentucky
| | - Sachit Sharma
- Department of Medicine, The University of Toledo, Toledo, Ohio
| | - Ayokunle T Abegunde
- Division of Cardiology, Department of Medicine, Loyola University Medical Center, Chicago, Illinois, USA
| | - Melchor Demetria
- Division of Gastroenterology and Hepatology, Department of Medicine, Cook County Health and Hospital System, County, Chicago, Illinois
| | - Seema Gandhi
- Division of Gastroenterology and Hepatology, Department of Medicine, Cook County Health and Hospital System, County, Chicago, Illinois
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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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Correlates of Manual Therapy and Acupuncture Use Among Rural Patients Seeking Conventional Pain Management: A Cross-sectional Study. J Manipulative Physiol Ther 2021; 44:330-343. [PMID: 33896602 DOI: 10.1016/j.jmpt.2021.01.002] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2020] [Revised: 07/30/2020] [Accepted: 01/20/2021] [Indexed: 02/08/2023]
Abstract
OBJECTIVE In this cross-sectional study, we examined correlates of manual therapy (spinal manipulation, massage therapy) and/or acupuncture use in a population engaging in conventional pain care in West Virginia. METHODS Participants were patients (aged 18+ years) from 4 Appalachian pain and rheumatology clinics. Of those eligible (N = 343), 88% completed an anonymous survey including questions regarding health history, pain distress (Short Form Global Pain Scale), prescription medications, and current use of complementary health approaches for pain management. We used age-adjusted logistic regression to assess the relation of sociodemographic, lifestyle, and health-related factors to use of manual therapies and/or acupuncture for pain (complete-case N = 253). RESULTS The majority of participants were white (92%), female (56%), and middle aged (mean age, 54.8 ± 13.4 years). Nearly all reported current chronic pain (94%), and 56% reported ≥5 comorbidities (mean, 5.6 ± 3.1). Manual therapy and/or acupuncture was used by 26% of participants for pain management (n = 66). Current or prior opioid use was reported by 37% of those using manual therapies. Manual therapy and/or acupuncture use was significantly elevated in those using other complementary health approaches (adjusted odds ratio, 3.0; 95% confidence interval, 1.5-5.8). Overall Short Form Global Pain Scale scores were not significantly associated with use of manual therapies and/or acupuncture after adjustment (adjusted odds ratio per 1-point increase, 1.01; 95% confidence interval, 1.00-1.03). CONCLUSION We found no evidence for an association of pain-related distress and use of manual therapies and/or acupuncture, but identified a strong association with use of dietary supplements and mind-body therapies. Larger studies are needed to further examine these connections in the context of clinical outcomes and cost-effectiveness in rural adults given their high pain burden and unique challenges in access to care.
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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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Honomichl R, Katzan I, Thompson N, Abelson A, Deal C, Rose S, Lapin B. The influence of collecting patient-reported outcome measures on visit satisfaction in rheumatology clinics. Rheumatol Adv Pract 2020; 4:rkaa046. [PMID: 33173849 PMCID: PMC7607157 DOI: 10.1093/rap/rkaa046] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Accepted: 07/29/2020] [Indexed: 01/15/2023] Open
Abstract
Objectives Patient-reported outcome measures (PROMs) can direct patient-centred care and increase patient satisfaction with the visit. The objective of this study was to assess the relationship between the collection of PROMs and visit satisfaction, as measured by the Clinician and Group Practice Consumer Assessment of Healthcare Providers and Systems (CG-CAHPS) survey. Methods An electronic platform for collection of patient-reported information was implemented in rheumatology clinics between August and September 2016. Adult patients were included in the study if they completed CG-CAHPS after an ambulatory visit. The pre-implementation cohort consisted of patients seen between January and June 2016; the post-implementation cohort consisted of patients seen between January and June 2017. The CG-CAHPS scores were compared between cohorts. Mixed effect models were constructed to identify predictors of visit satisfaction. Results Characteristics were similar between the 2117 pre- and 2380 post-implementation patients. Visit satisfaction was high in both cohorts but did not differ [odds ratio = 0.97 (95% CI: 0.79, 1.19)]. Predictors of improved satisfaction included being an established patient, being male, older age and reporting higher quality of life. However, sensitivity analyses in the post-implementation cohort suggested that implementing PROMs might convey benefits for new patients, in particular. Conclusion Collection of PROMs had no effect on visit satisfaction in rheumatology clinics, although there might be benefits for new patients. These largely null findings might be attributable to high satisfaction levels in our cohorts or to lack of provider review of PROM data with patients. Further research is indicated to determine the impact of provider communication of PROM results to patients on different domains of visit satisfaction.
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Affiliation(s)
| | - Irene Katzan
- Neurological Institute Center for Outcomes Research & Evaluation
| | | | - Abby Abelson
- Center for Osteoporosis and Metabolic Bone Disease Orthopedic
| | - Chad Deal
- Department of Rheumatic and Immunologic Diseases
| | - Susannah Rose
- Office of Patient Experience, Cleveland Clinic, Cleveland, OH, USA
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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: 15] [Impact Index Per Article: 3.8] [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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22
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Zhao SS, Robertson S, Reich T, Harrison NL, Moots RJ, Goodson NJ. Prevalence and impact of comorbidities in axial spondyloarthritis: systematic review and meta-analysis. Rheumatology (Oxford) 2020; 59:iv47-iv57. [PMID: 33053193 PMCID: PMC7566561 DOI: 10.1093/rheumatology/keaa246] [Citation(s) in RCA: 53] [Impact Index Per Article: 13.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2020] [Accepted: 04/09/2020] [Indexed: 02/07/2023] Open
Abstract
OBJECTIVES Comorbidities are common in people with axial spondyloarthritis (axSpA). In this systematic review and meta-analysis, we aimed to: (i) describe the prevalence of commonly reported comorbidities, (ii) compare comorbidities between axSpA and control populations, and (iii) examine the impact of comorbidity burden on axSpA outcomes. METHODS We systematically searched Medline, PubMed, Scopus and Web of Science using a predefined protocol in accordance with Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA) guidelines. We excluded studies of only one comorbid condition or a few closely related diseases within one organ system. Where possible, meta-analysis was performed using random-effects models. RESULTS A total of 40 studies were included for analysis. 36 studies reported prevalence of comorbidities, amounting to a combined sample size of 119 427 patients. The number of comorbidities studied ranged from 3 to 43. The most prevalent individual comorbidities were hypertension (pooled prevalence 23%), hyperlipidaemia (17%) and obesity (14%). Eleven studies consistently showed higher prevalence of comorbidities in axSpA than controls, particularly large differences were seen for depression [pooled odds ratio (OR) 1.80] and heart failure (OR 1.84). Comorbidities (total number of and individual conditions) were also associated with axSpA disease activity, functional impairment, quality of life, work productivity and mortality. CONCLUSIONS Comorbidities are common in axSpA, particularly cardiovascular diseases and risk factors. Most comorbidities were more prevalent in axSpA patients than in control populations. Overall comorbidity burden, and many individual conditions, were associated with axSpA outcomes including worse disease severity, work productivity and mortality.
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Affiliation(s)
- Sizheng Steven Zhao
- Musculoskeletal Biology, Institute of Lifecourse and Medical Sciences, University of Liverpool
- Department of Academic Rheumatology, Liverpool University Hospitals
| | | | - Tzvi Reich
- School of Medicine, University of Liverpool, Liverpool, UK
| | | | - Robert J Moots
- Musculoskeletal Biology, Institute of Lifecourse and Medical Sciences, University of Liverpool
- Department of Academic Rheumatology, Liverpool University Hospitals
| | - Nicola J Goodson
- Musculoskeletal Biology, Institute of Lifecourse and Medical Sciences, University of Liverpool
- Department of Academic Rheumatology, Liverpool University Hospitals
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Mielnik P, Sexton J, Lie E, Bakland G, Loli LP, Kristianslund EK, Rødevand E, Lexberg ÅS, Kvien TK. Does Older Age have an Impact on Rituximab Efficacy and Safety? Results from the NOR-DMARD Register. Drugs Aging 2020; 37:617-626. [PMID: 32648248 DOI: 10.1007/s40266-020-00782-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
OBJECTIVE The objective of this study was to compare the efficacy and safety of rituximab in older vs younger patients with rheumatoid arthritis. METHODS Data on 367 patients with rheumatoid arthritis treated with rituximab in the Norwegian Disease-Modifying Antirheumatic Drug (NOR-DMARD) register were analysed, comparing patients aged ≥ 65 years (n = 91) with patients aged < 65 years (n = 276). Drug survival was compared using a Kaplan-Meier analysis and Cox proportional hazard models. Disease activity, as assessed by the Disease Activity Score based on 28 joints and erythrocyte sedimentation rate (DAS28-ESR) and the Simplified Disease Activity Index, was analysed with linear mixed models. The occurrence of adverse events was analysed by quasi-Poisson regression models. RESULTS Drug survival was similar in the two age groups. The proportion of patients who remained taking rituximab over 2 years was 72% in those under aged 65 years vs 74% in those aged ≥ 65 years. No statistically significant association with age was found for drug survival in either the unadjusted (hazard ratio 1.13, p = 0.65) or adjusted Cox proportional hazard analyses for the model with DAS28-ESR as a confounder (effect size 1.11, p = 0.73). Models including the Simplified Disease Activity Index instead of DAS28-ESR yielded similar results. Age was furthermore not significantly associated with disease activity over time, although there was a tendency towards a poorer response in older patients. In the older age group, there was a higher incidence of pneumonia (107 vs 51 per 1000 patient-years) and other serious infections (142 vs 66 per 1000 patient-years). CONCLUSIONS Rituximab is a reasonable therapeutic option for older patients with rheumatoid arthritis although vigilance is needed with regard to the infection profile. TRIAL REGISTRATION ClinicalTrials.gov Identifier: NCT01581294.
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Affiliation(s)
- Pawel Mielnik
- Section for Rheumatology, Department for Neurology, Rheumatology and Physical Medicine, Helse Førde, Svanehaugevegen 1, 6812, Førde, Norway.
| | - Joseph Sexton
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
| | - Elisabeth Lie
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
| | - Gunnstein Bakland
- Department of Rheumatology, University Hospital of Northern Norway, Tromsø, Norway
| | - Liz P Loli
- Lillehammer Hospital for Rheumatic Diseases, Lillehammer, Norway
| | | | - Erik Rødevand
- Department of Rheumatology, St. Olavs Hospital, Trondheim, Norway
| | - Åse S Lexberg
- Department of Rheumatology, Vestre Viken/Drammen Hospital, Drammen, Norway
| | - Tore K Kvien
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway.,Faculty of Medicine, University of Oslo, Oslo, Norway
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Santo RC, Silva JM, Lora PS, Moro ALD, Freitas EC, Bartikoski BJ, Andrade NP, Palominos PE, Hax V, Fighera TM, Spritzer PM, Brenol CV, Chakr RM, Filippin LI, Baker JF, Xavier RM. Cachexia in patients with rheumatoid arthritis: a cohort study. Clin Rheumatol 2020; 39:3603-3613. [PMID: 32447598 DOI: 10.1007/s10067-020-05119-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Revised: 04/13/2020] [Accepted: 04/21/2020] [Indexed: 12/28/2022]
Abstract
BACKGROUND Rheumatoid arthritis (RA) is an inflammatory disease that leads to altered body composition. The loss of lean mass with a preservation or increase in fat mass has been termed rheumatoid cachexia (RC), to contrast with classic cachexia, which is characterized by severe weight loss. There are limited data on the prevalence and progression of cachexia in RA over time, as well as on associated factors. Our aim was to determine the prevalence of cachexia and to determine associations with potential factors. METHODS This prospective cohort study recruited consecutively patients diagnosed with RA and followed for 1 year. The assessments were performed: clinical features, body composition, and physical function. RC and classic cachexia were assessed by several established diagnostic criteria. The pairwise Student's t test, Chi-square test, and GEE were performed (accepted at p ≤ 0.05). RESULTS Of 90 patients recruited, 81 completed the study. Most patients were women (88.9%), and the mean age was 56.5 ± 7.3 years. At baseline, the median DAS28-CRP was 3.0 (IQR, 1.0-3.0), 13.3-30.0% of the included patients had RC, while none met criteria for classic cachexia. The prevalence of cachexia did not change after 12 months. Disease activity status and treatment with biologic disease-modifying antirheumatic drugs were significantly associated with changes on body composition and physical function (p < 0.05). CONCLUSIONS In this cohort, RC was common, while classic cachexia was absent. Disease activity and use of biologic therapies were associated with changes on body composition and physical function, underscoring the importance of aiming for remission when treating RA.
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Affiliation(s)
- Rafaela Ce Santo
- Hospital de Clínicas de Porto Alegre, Laboratório de Doenças Autoimunes, Porto Alegre, Brazil.
- Universidade Federal do Rio Grande do Sul, Faculdade de Medicina, Porto Alegre, Brazil.
- Hospital de Clínicas de Porto Alegre, Serviço de Reumatologia, Porto Alegre, Brazil.
| | - Jordana Ms Silva
- Hospital de Clínicas de Porto Alegre, Laboratório de Doenças Autoimunes, Porto Alegre, Brazil
- Universidade Federal do Rio Grande do Sul, Faculdade de Medicina, Porto Alegre, Brazil
- Hospital de Clínicas de Porto Alegre, Serviço de Reumatologia, Porto Alegre, Brazil
| | | | - Ana Laura D Moro
- Hospital de Clínicas de Porto Alegre, Laboratório de Doenças Autoimunes, Porto Alegre, Brazil
- Universidade Federal do Rio Grande do Sul, Faculdade de Medicina, Porto Alegre, Brazil
- Hospital de Clínicas de Porto Alegre, Serviço de Reumatologia, Porto Alegre, Brazil
| | - Eduarda C Freitas
- Hospital de Clínicas de Porto Alegre, Laboratório de Doenças Autoimunes, Porto Alegre, Brazil
- Universidade Federal do Rio Grande do Sul, Faculdade de Medicina, Porto Alegre, Brazil
- Hospital de Clínicas de Porto Alegre, Serviço de Reumatologia, Porto Alegre, Brazil
| | - Bárbara J Bartikoski
- Hospital de Clínicas de Porto Alegre, Laboratório de Doenças Autoimunes, Porto Alegre, Brazil
- Universidade Federal do Rio Grande do Sul, Faculdade de Medicina, Porto Alegre, Brazil
- Hospital de Clínicas de Porto Alegre, Serviço de Reumatologia, Porto Alegre, Brazil
| | - Nicole Pb Andrade
- Hospital de Clínicas de Porto Alegre, Laboratório de Doenças Autoimunes, Porto Alegre, Brazil
- Universidade Federal do Rio Grande do Sul, Faculdade de Medicina, Porto Alegre, Brazil
- Hospital de Clínicas de Porto Alegre, Serviço de Reumatologia, Porto Alegre, Brazil
| | - Penélope E Palominos
- Hospital de Clínicas de Porto Alegre, Laboratório de Doenças Autoimunes, Porto Alegre, Brazil
- Universidade Federal do Rio Grande do Sul, Faculdade de Medicina, Porto Alegre, Brazil
- Hospital de Clínicas de Porto Alegre, Serviço de Reumatologia, Porto Alegre, Brazil
| | - Vanessa Hax
- Hospital de Clínicas de Porto Alegre, Laboratório de Doenças Autoimunes, Porto Alegre, Brazil
- Universidade Federal do Rio Grande do Sul, Faculdade de Medicina, Porto Alegre, Brazil
- Hospital de Clínicas de Porto Alegre, Serviço de Reumatologia, Porto Alegre, Brazil
| | - Tayane M Fighera
- Hospital de Clínicas de Porto Alegre, Serviço de Endocrinologia, Porto Alegre, Brazil
| | - Poli Mara Spritzer
- Hospital de Clínicas de Porto Alegre, Serviço de Endocrinologia, Porto Alegre, Brazil
| | - Claiton V Brenol
- Hospital de Clínicas de Porto Alegre, Laboratório de Doenças Autoimunes, Porto Alegre, Brazil
- Universidade Federal do Rio Grande do Sul, Faculdade de Medicina, Porto Alegre, Brazil
- Hospital de Clínicas de Porto Alegre, Serviço de Reumatologia, Porto Alegre, Brazil
| | - Rafael Ms Chakr
- Hospital de Clínicas de Porto Alegre, Laboratório de Doenças Autoimunes, Porto Alegre, Brazil
- Universidade Federal do Rio Grande do Sul, Faculdade de Medicina, Porto Alegre, Brazil
- Hospital de Clínicas de Porto Alegre, Serviço de Reumatologia, Porto Alegre, Brazil
| | | | | | - Ricardo M Xavier
- Hospital de Clínicas de Porto Alegre, Laboratório de Doenças Autoimunes, Porto Alegre, Brazil
- Universidade Federal do Rio Grande do Sul, Faculdade de Medicina, Porto Alegre, Brazil
- Hospital de Clínicas de Porto Alegre, Serviço de Reumatologia, Porto Alegre, Brazil
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Ziade N, El Khoury B, Zoghbi M, Merheb G, Abi Karam G, Mroue' K, Messaykeh J. Prevalence and pattern of comorbidities in chronic rheumatic and musculoskeletal diseases: the COMORD study. Sci Rep 2020; 10:7683. [PMID: 32376850 PMCID: PMC7203228 DOI: 10.1038/s41598-020-64732-8] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Accepted: 04/21/2020] [Indexed: 02/08/2023] Open
Abstract
Increased risk of comorbidities has been reported in Rheumatic and Musculoskeletal Diseases (RMD). We aimed to evaluate the prevalence and pattern of comorbidities in RMD patients nationwide, to identify multimorbidity clusters and to evaluate the gap between recommendations and real screening. Cross-sectional, multicentric nationwide study. Prevalence of comorbidities was calculated according to six EULAR axes. Latent Class Analysis identified multimorbidity clusters. Comorbidities' screening was compared to international and local recommendations. In 769 patients (307 RA, 213 OA, 63 SLE, 103 axSpA, and 83 pSA), the most frequent comorbidities were cardiovascular risk factors and diseases (CVRFD) (hypertension 36.5%, hypercholesterolemia 30.7%, obesity 22.7%, smoking 22.1%, diabetes 10.4%, myocardial infarction 6.6%), osteoporosis (20.7%) and depression (18.1%). Three clusters of multimorbidity were identified: OA, RA and axSpA. The most optimal screening was found for CVRF (> = 93%) and osteoporosis (53%). For malignancies, mammograms were the most optimally prescribed (56%) followed by pap smears (32%) and colonoscopy (21%). Optimal influenza and pneumococcus vaccination were found in 22% and 17%, respectively. Comorbidities were prevalent in RMD and followed specific multimorbidity patterns. Optimal screening was adequate for CVRFD but suboptimal for malignant neoplasms, osteoporosis, and vaccination. The current study identified health priorities, serving as a framework for the implementation of future comorbidity management standardized programs, led by the rheumatologist and coordinated by specialized health care professionals.
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Affiliation(s)
- Nelly Ziade
- Rheumatology department, Hotel-Dieu de France Hospital, Beirut, Lebanon.
- Rheumatology department, Faculty of Medicine, Saint-Joseph University, Beirut, Lebanon.
| | - Bernard El Khoury
- Gastro-enterology department, Faculty of Medicine, Saint-Joseph University, Beirut, Lebanon
| | - Marouan Zoghbi
- Family Medicine department, Faculty of Medicine, Saint-Joseph University, Beirut, Lebanon
| | - Georges Merheb
- Notre-Dame des Secours University Hospital, Jbeil, Lebanon
- Holy Spirit University Kaslik, Jounieh, Lebanon
| | - Ghada Abi Karam
- Rheumatology department, Hotel-Dieu de France Hospital, Beirut, Lebanon
- Rheumatology department, Faculty of Medicine, Saint-Joseph University, Beirut, Lebanon
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Stein PD, Matta F, Hughes MJ. Effect on Mortality With Inferior Vena Cava Filters in Patients Undergoing Pulmonary Embolectomy. Am J Cardiol 2020; 125:1276-1279. [PMID: 32085867 DOI: 10.1016/j.amjcard.2020.01.014] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/02/2019] [Revised: 01/10/2020] [Accepted: 01/14/2020] [Indexed: 10/25/2022]
Abstract
In the absence of a randomized controlled trial, it is important to obtain as much evidence as possible by other methods on whether inferior vena cava (IVC) filters reduce mortality in patients who undergo pulmonary embolectomy. Therefore, this retrospective cohort study based data from the National Inpatient Sample 2009 to 2014 was undertaken. We assessed in-hospital all-cause mortality in stable and unstable (in shock or on ventilator support) patients with acute pulmonary embolism who underwent pulmonary embolectomy. International Classification of Diseases-9-Clinical Modification (ICD-9-CM) codes were used to identify patients. Co-morbidities were assessed by the updated Charlson co-morbidity index. A time-dependent analysis was performed to control for immortal time bias. In stable patients who underwent pulmonary embolectomy, mortality with an IVC filter was 50 of 1,212 (4.1%) compared with 202 of 755 (27%) with no IVC filter (p <0.0001). In unstable patients, mortality with an IVC filter was 108 of 598 (18%) compared with 179 of 358 (50%) with no IVC filter (p <0.0001). Mortality was reduced with IVC filters only if the filters were inserted in the first 4 or 5 days. Co-morbid conditions and immortal time bias could not explain these results. We conclude that both stable and unstable patients who underwent pulmonary embolectomy had a lower mortality with IVC filters if inserted in the first 4 or 5 days.
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Nicholas JA, Electricwala B, Lee LK, Johnson KM. Burden of relapsing-remitting multiple sclerosis on workers in the US: a cross-sectional analysis of survey data. BMC Neurol 2019; 19:258. [PMID: 31660897 PMCID: PMC6816180 DOI: 10.1186/s12883-019-1495-z] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2019] [Accepted: 10/13/2019] [Indexed: 12/31/2022] Open
Abstract
Background Multiple sclerosis (MS) is prevalent among working age individuals (20–60 years), leading to high burden on work productivity. Few data are available about the absenteeism and presenteeism in employed individuals with MS in comparison to non-MS personnel. This study aimed to quantify the burden of illness of employed US adults with relapsing-remitting multiple sclerosis (RRMS) and examine burden by levels of work impairment. Methods A retrospective cross-sectional analysis was conducted using patient-reported responses from the US National Health and Wellness Survey (NHWS). Data from NHWS 2015–2016 were analyzed from 196 employed RRMS respondents who were matched 1:4 to employed respondents without MS based on demographic and general health characteristics. Demographic and general health characteristics for employed RRMS individuals were analyzed by levels of work impairment (none, 1–30%; 31–68%; 69–100%). Work productivity (absenteeism, presenteeism, and work impairment), decrements in health-related quality of life (HRQoL) (short form-36, EQ-5D), and healthcare resource utilization (HCRU) were compared to determine the burden of RRMS. Results After propensity score matching, the levels of absenteeism and presenteeism were 2 and 1.8 times higher in the employed RRMS population than the employed non-MS population, respectively (P < 0.001 for both). HRQoL was significantly lower in employed respondents with RRMS than those without MS (P < 0.001 for all). Employed respondents with RRMS had significantly more HCRU over 6 months compared to those without MS (P < 0.001). Furthermore, among employed RRMS respondents, greater levels of impairment were associated with increasing disease severity, greater healthcare resource use, fatigue, and cognitive impairment and inversely associated with mental and physical HRQoL (P < 0.0001 for all). Conclusions Among employed individuals, respondents with RRMS had lower, work productivity, HRQoL, and higher HCRU as compared with those without MS. Given the large impact RRMS has on work impairment, a need exists to manage individuals on therapies that improve HRQoL, reduce symptoms, and improve their ability to perform in the workforce.
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Affiliation(s)
- Jacqueline A Nicholas
- OhioHealth Multiple Sclerosis Clinic, Riverside Methodist Hospital, Columbus, OH, USA
| | - Batul Electricwala
- Novartis Pharmaceuticals Corporation, One Health Plaza, East Hanover, NJ, 07936, USA
| | | | - Kristen M Johnson
- Novartis Pharmaceuticals Corporation, One Health Plaza, East Hanover, NJ, 07936, USA.
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Batko B, Urbański K, Świerkot J, Wiland P, Raciborski F, Jędrzejewski M, Koziej M, Cześnikiewicz-Guzik M, Guzik TJ, Stajszczyk M. Comorbidity burden and clinical characteristics of patients with difficult-to-control rheumatoid arthritis. Clin Rheumatol 2019; 38:2473-2481. [PMID: 31076943 DOI: 10.1007/s10067-019-04579-1] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2019] [Revised: 04/21/2019] [Accepted: 04/23/2019] [Indexed: 01/23/2023]
Abstract
INTRODUCTION Difficult-to-treat rheumatoid arthritis (RA) is a significant clinical problem despite no clear definition. We aimed to provide clinical characteristics and associated comorbidities of RA patients in relation to disease control. METHODS RA characteristics and physician-recorded comorbidities were analyzed in a sample of 1937 RA patients. Patients treated for RA for 5.2 y (IQR, 2.1-11.3) were classified as difficult-to-control when presenting with DAS28-ESR > 3.2 despite previous use of at least 2 csDMARDs. A comparison of demographic and RA-related characteristics between difficult-to-treat and low disease activity patients (DAS28-ESR ≤ 3.2) was performed. Comorbidity burden was assessed by calculating Rheumatic Diseases Comorbidity Index (RDCI). Logistic regression model was constructed for difficult-to-control disease. RESULTS Hypertension (46.9% (95%CI, 44.7-49.2)), coronary artery disease (CAD) (18.5% (95%CI, 16.8-20.3)), and diabetes (14.4% (95%CI, 12.9-16.0)) were the most prevalent conditions in RA patients. When compared with the adequate control group, difficult-to-control patients were increasingly burdened with hypertension (52.7% (95%CI, 47.5-57.8) vs. 42.0% (95%CI, 36.6-47.6); p = 0.006), cardiovascular diseases (24.2% (95%CI, 20.1-28.9) vs. 11.1% (95%CI, 8.0-15.1); p < 0.001), respiratory system diseases (7.0% (95%CI, 4.8-10.2) vs. 3.3% (95%CI, 1.8-5.9); p = 0.03) and gastroduodenal ulcers (2.3% (95%CI, 1.2-4.4) vs. 0.3% (95%CI, 0.1-1.8); p = 0.04). Patients with higher RDCI had lower chance to obtain low disease activity (OR 0.69 (95%CI, 0.61-0.79); p < 0.001). In multivariate analysis, RDCI was independently associated with difficult-to-control disease (OR 1.46 (95%CI, 1.21-1.76); p < 0.001). CONCLUSIONS RA patients suffer from a variety of comorbidities. Cardiovascular and respiratory system diseases occur twice as often in difficult-to-control patients. RDCI may provide a valuable tool in evaluating a risk for difficult-to-control RA. Key Points • Hypertension, coronary artery disease and diabetes are the most prevalent comorbidities in rheumatoid arthritis. • Cardiovascular and respiratory tract diseases as well as gastroduodenal ulcers are more common among difficult-to-control patients, when compared with subjects with adequately controlled RA. • Rheumatic Diseases Comorbidity Index is an independent predictor for difficult-to-control RA.
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Affiliation(s)
- Bogdan Batko
- Department of Rheumatology, J. Dietl Specialist Hospital, 1 Skarbowa St, 31-121, Krakow, Poland.
| | - Karol Urbański
- Department of Internal and Agricultural Medicine, Jagiellonian University School of Medicine, Krakow, Poland
| | - Jerzy Świerkot
- Department of Rheumatology and Internal Medicine, Wroclaw Medical University, Wroclaw, Poland
| | - Piotr Wiland
- Department of Rheumatology and Internal Medicine, Wroclaw Medical University, Wroclaw, Poland
| | - Filip Raciborski
- Department of Prevention of Environmental Hazards and Allergology, Medical University of Warsaw, Warsaw, Poland
| | | | - Mateusz Koziej
- Department of Anatomy, Jagiellonian University School of Medicine, Krakow, Poland
| | - Marta Cześnikiewicz-Guzik
- Department of Internal and Agricultural Medicine, Jagiellonian University School of Medicine, Krakow, Poland.,Institute of Infection Immunity and Inflammation, University of Glasgow, Glasgow, UK
| | - Tomasz J Guzik
- Department of Internal and Agricultural Medicine, Jagiellonian University School of Medicine, Krakow, Poland.,BHF Centre of Research Excellence, Institute of Cardiovascular and Medical Sciences, University of Glasgow, Glasgow, UK
| | - Marcin Stajszczyk
- Rheumatology and Autoimmune Diseases Department, Silesian Rheumatology Center, Ustron, Poland
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Li Y, Jiang L, Zhang Z, Li H, Jiang L, Wang L, Li Z. Clinical characteristics of rheumatoid arthritis patients with peripheral neuropathy and potential related risk factors. Clin Rheumatol 2019; 38:2099-2107. [DOI: 10.1007/s10067-019-04521-5] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2018] [Revised: 02/28/2019] [Accepted: 03/14/2019] [Indexed: 12/29/2022]
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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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Chimenti MS, Fonti GL, Conigliaro P, Hitaj J, Triggianese P, Teoli M, Galluzzo M, Talamonti M, Kroegler B, Greco E, Perricone R. Evaluation of alexithymia in patients affected by rheumatoid arthritis and psoriatic arthritis: A cross-sectional study. Medicine (Baltimore) 2019; 98:e13955. [PMID: 30681555 PMCID: PMC6358321 DOI: 10.1097/md.0000000000013955] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Rheumatoid arthritis (RA) and psoriatic arthritis (PsA) are chronic autoimmune diseases leading to joint damage, functional limitation, and disability and are typically associated with several comorbidities. Alexithymia is a personality trait characterized by a disregulation of emotion processing and regulation of emotions that involves a dissociation of emotional and physical responses to life events. A broad association between alexithymia and symptoms as depression, inflammation, and pain has been demonstrated. We aimed at evaluate an association among inflammatory arthritis, as RA and PsA, and alexithymia, and a possible link with clinical characteristics and disease activity.In this cross-sectional study, we enrolled, from January to December 2017, patients affected by RA or PsA referring to the outpatient's clinic of the Rheumatology Unit of the University of Rome Tor Vergata. The 20-item Toronto Alexithymia Scale (TAS-20) was used to assess alexithymia. Disease activity, function, quality of life, and clinimetric indexes were assessed.A total of 50 RA patients and 51 PsA patients were enrolled. The TAS-20 score showed 38.6% (39/101) patients had alexithymia, 26.7% (27/101) patients were in the borderline of alexithymia and 34.7% (35/101) patients did not have alexithymia. A statistical significant association was observed between alexithymia and inflammatory indices (ESR: P = .029, CRP: P = .043) and between alexithymia and clinimetric parameters (ptVAS, pVAS, GH, P < .0001 for all comparisons). A significant trend of association has been demonstrated between alexithymia and female gender and concomitant steroid therapy. No correlations among variables such as age, duration of disease, and comorbidities and alexithymia status were observed.This study suggests that alexithymia assessment should be a part of the comprehensive management of RA and PsA patients.
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Affiliation(s)
- Maria Sole Chimenti
- Rheumatology, Allergology and Clinical Immunology, University of Rome Tor Vergata
| | - Giulia Lavinia Fonti
- Rheumatology, Allergology and Clinical Immunology, University of Rome Tor Vergata
| | - Paola Conigliaro
- Rheumatology, Allergology and Clinical Immunology, University of Rome Tor Vergata
| | - Juna Hitaj
- Rheumatology, Allergology and Clinical Immunology, University of Rome Tor Vergata
| | - Paola Triggianese
- Rheumatology, Allergology and Clinical Immunology, University of Rome Tor Vergata
| | | | | | | | - Barbara Kroegler
- Rheumatology, Allergology and Clinical Immunology, University of Rome Tor Vergata
| | - Elisabetta Greco
- Rheumatology, Allergology and Clinical Immunology, University of Rome Tor Vergata
| | - Roberto Perricone
- Rheumatology, Allergology and Clinical Immunology, University of Rome Tor Vergata
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