Literature DB >> 28028867

The clinical status and economic savings associated with remission among patients with rheumatoid arthritis: leveraging linked registry and claims data for synergistic insights.

Jeffrey R Curtis1, Lang Chen1, Jeffrey D Greenberg2, Leslie Harrold3, Meredith L Kilgore1, Joel M Kremer4, Daniel H Solomon5, Huifeng Yun1.   

Abstract

INTRODUCTION: Treat to target guidelines recommend achieving remission or low disease activity in rheumatoid arthritis (RA). However, the reduction in adverse events and costs associated with lower disease activity is unclear.
METHODS: We used Corrona linked to Medicare data to identify RA patients. Time varying disease activity was measured using Clinical Disease Activity Index (CDAI); outcomes included all-cause hospitalization, a composite of hospitalization or emergency department (ED) visits, mortality, and medical costs. Outcome-specific Cox proportional models evaluated the adjusted hazard ratios between disease activity and outcomes, controlling for potential confounders including comorbidities grouped into four patient phenotypes. Costs were analyzed with mixed models using a Gaussian distribution with log transformation.
RESULTS: Depending on outcome, 4593 RA patients contributed up to 12 001 person years. Median age was 71 years, 75% women. At baseline, approximately 50-60% of patients were in remission or low disease activity. There was a dose-response relationship between RA disease activity (remission, low, moderate, and high) and the incidence of hospitalizations (13.1, 17.8, 21.2, 27.5 per 100 py, respectively); all adjusted hazard ratios were significant: 0.68 (remission), 0.87 (low), and 1.24 (high) compared with moderate disease activity. Similar trends were observed for ED visits and mortality. The crude difference in annual medical costs between remission ($11 145) and moderate disease activity ($17 646) was $-6 500; the adjusted difference (95%CI) was $-3133 (-4737.72, -1528.43).
CONCLUSION: Leveraging the benefits of linking registry and administrative data together, lower disease activity in RA was associated with incrementally reduced risks of all-cause hospitalization, ED visits, mortality, and medical costs in a dose-dependent fashion.
Copyright © 2016 John Wiley & Sons, Ltd. Copyright © 2016 John Wiley & Sons, Ltd.

Entities:  

Keywords:  Medicare; administrative claims; disease activity; pharmacoepidemiology; registry; rheumatoid arthritis

Mesh:

Substances:

Year:  2016        PMID: 28028867      PMCID: PMC5332325          DOI: 10.1002/pds.4126

Source DB:  PubMed          Journal:  Pharmacoepidemiol Drug Saf        ISSN: 1053-8569            Impact factor:   2.890


  18 in total

1.  Case definitions for acute coronary heart disease in epidemiology and clinical research studies: a statement from the AHA Council on Epidemiology and Prevention; AHA Statistics Committee; World Heart Federation Council on Epidemiology and Prevention; the European Society of Cardiology Working Group on Epidemiology and Prevention; Centers for Disease Control and Prevention; and the National Heart, Lung, and Blood Institute.

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Journal:  Circulation       Date:  2003-11-10       Impact factor: 29.690

Review 2.  Multivariable prognostic models: issues in developing models, evaluating assumptions and adequacy, and measuring and reducing errors.

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Journal:  Stat Med       Date:  1996-02-28       Impact factor: 2.373

3.  Comorbidity measures for use with administrative data.

Authors:  A Elixhauser; C Steiner; D R Harris; R M Coffey
Journal:  Med Care       Date:  1998-01       Impact factor: 2.983

Review 4.  2012 update of the 2008 American College of Rheumatology recommendations for the use of disease-modifying antirheumatic drugs and biologic agents in the treatment of rheumatoid arthritis.

Authors:  Jasvinder A Singh; Daniel E Furst; Aseem Bharat; Jeffrey R Curtis; Arthur F Kavanaugh; Joel M Kremer; Larry W Moreland; James O'Dell; Kevin L Winthrop; Timothy Beukelman; S Louis Bridges; W Winn Chatham; Harold E Paulus; Maria Suarez-Almazor; Claire Bombardier; Maxime Dougados; Dinesh Khanna; Charles M King; Amye L Leong; Eric L Matteson; John T Schousboe; Eileen Moynihan; Karen S Kolba; Archana Jain; Elizabeth R Volkmann; Harsh Agrawal; Sangmee Bae; Amy S Mudano; Nivedita M Patkar; Kenneth G Saag
Journal:  Arthritis Care Res (Hoboken)       Date:  2012-05       Impact factor: 4.794

5.  A new method of classifying prognostic comorbidity in longitudinal studies: development and validation.

Authors:  M E Charlson; P Pompei; K L Ales; C R MacKenzie
Journal:  J Chronic Dis       Date:  1987

6.  A review of goodness of fit statistics for use in the development of logistic regression models.

Authors:  S Lemeshow; D W Hosmer
Journal:  Am J Epidemiol       Date:  1982-01       Impact factor: 4.897

7.  Linkage of a de-identified United States rheumatoid arthritis registry with administrative data to facilitate comparative effectiveness research.

Authors:  Jeffrey R Curtis; Lang Chen; Aseem Bharat; Elizabeth Delzell; Jeffrey D Greenberg; Leslie Harrold; Joel Kremer; Soko Setoguchi; Daniel H Solomon; Fenglong Xie; Huifeng Yun
Journal:  Arthritis Care Res (Hoboken)       Date:  2014-12       Impact factor: 4.794

8.  Patient perspectives on achieving treat-to-target goals: a critical examination of patient-reported outcomes.

Authors:  Jeffrey R Curtis; Ying Shan; Leslie Harrold; Jie Zhang; Jeffrey D Greenberg; George W Reed
Journal:  Arthritis Care Res (Hoboken)       Date:  2013-10       Impact factor: 4.794

9.  Acute phase reactants add little to composite disease activity indices for rheumatoid arthritis: validation of a clinical activity score.

Authors:  Daniel Aletaha; Valerie P K Nell; Tanja Stamm; Martin Uffmann; Stephan Pflugbeil; Klaus Machold; Josef S Smolen
Journal:  Arthritis Res Ther       Date:  2005-04-07       Impact factor: 5.156

10.  EULAR recommendations for the management of rheumatoid arthritis with synthetic and biological disease-modifying antirheumatic drugs: 2013 update.

Authors:  Josef S Smolen; Robert Landewé; Ferdinand C Breedveld; Maya Buch; Gerd Burmester; Maxime Dougados; Paul Emery; Cécile Gaujoux-Viala; Laure Gossec; Jackie Nam; Sofia Ramiro; Kevin Winthrop; Maarten de Wit; Daniel Aletaha; Neil Betteridge; Johannes W J Bijlsma; Maarten Boers; Frank Buttgereit; Bernard Combe; Maurizio Cutolo; Nemanja Damjanov; Johanna M W Hazes; Marios Kouloumas; Tore K Kvien; Xavier Mariette; Karel Pavelka; Piet L C M van Riel; Andrea Rubbert-Roth; Marieke Scholte-Voshaar; David L Scott; Tuulikki Sokka-Isler; John B Wong; Désirée van der Heijde
Journal:  Ann Rheum Dis       Date:  2013-10-25       Impact factor: 19.103

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  4 in total

Review 1.  Tools and Methods for Real-World Evidence Generation: Pragmatic Trials, Electronic Consent, and Data Linkages.

Authors:  Jeffrey R Curtis; P Jeff Foster; Kenneth G Saag
Journal:  Rheum Dis Clin North Am       Date:  2019-05       Impact factor: 2.670

2.  Healthcare Costs of Not Achieving Remission in Patients with Rheumatoid Arthritis in the United States: A Retrospective Cohort Study.

Authors:  Martin Bergman; Lili Zhou; Pankaj Patel; Ruta Sawant; Jerry Clewell; Namita Tundia
Journal:  Adv Ther       Date:  2021-04-09       Impact factor: 3.845

Review 3.  Value of Remission in Patients with Rheumatoid Arthritis: A Targeted Review.

Authors:  Andrew J Ostor; Ruta Sawant; Cynthia Z Qi; Aozhou Wu; Orsolya Nagy; Keith A Betts
Journal:  Adv Ther       Date:  2021-11-17       Impact factor: 3.845

4.  Data-Driven Patient Clustering and Differential Clinical Outcomes in the Brigham and Women's Rheumatoid Arthritis Sequential Study Registry.

Authors:  Jeffrey R Curtis; Michael Weinblatt; Kenneth Saag; Vivian P Bykerk; Daniel E Furst; Stefano Fiore; Gregory St John; Toshio Kimura; Shen Zheng; Clifton O Bingham; Grace Wright; Martin Bergman; Kamala Nola; Christina Charles-Schoeman; Nancy Shadick
Journal:  Arthritis Care Res (Hoboken)       Date:  2021-03-13       Impact factor: 4.794

  4 in total

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