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Alemao E, Litman HJ, Connolly SE, Kelly S, Hua W, Rosenblatt L, Rebello S, Kremer JM, Harrold LR. Do Poor Prognostic Factors in Rheumatoid Arthritis Affect Treatment Choices and Outcomes? Analysis of a US Rheumatoid Arthritis Registry. J Rheumatol 2018; 45:1353-1360. [PMID: 29961696 DOI: 10.3899/jrheum.171050] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/21/2018] [Indexed: 12/13/2022]
Abstract
OBJECTIVE To characterize patients with rheumatoid arthritis (RA) by number of poor prognostic factors (PPF: functional limitation, extraarticular disease, seropositivity, erosions) and evaluate treatment acceleration, clinical outcomes, and work status over 12 months by number of PPF. METHODS Using the Corrona RA registry (January 2005-December 2015), biologic-naive patients with diagnosed RA having 12-month (± 3 mos) followup were identified and categorized by PPF (0-1, 2, ≥ 3). Changes in medication, Clinical Disease Activity Index (CDAI), and work status (baseline-12 mos) were evaluated using linear and logistic regression models. RESULTS There were 3458 patients who met the selection criteria: 1489 (43.1%), 1214 (35.1%), and 755 (21.8%) had 0-1, 2, or ≥ 3 PPF, respectively. At baseline, patients with ≥ 3 PPF were older, and had longer RA duration and higher CDAI versus those with 0-1 PPF. In 0-1, 2, and ≥ 3 PPF groups, respectively, 20.9%, 23.2%, and 26.5% of patients received ≥ 1 biologic (p = 0.011). Biologic/targeted synthetic disease-modifying antirheumatic drug (tsDMARD) use was similar in patients with/without PPF (p = 0.57). After adjusting for baseline CDAI, mean (standard error) change in CDAI was -4.95 (0.24), -4.53 (0.27), and -2.52 (0.34) for 0-1, 2, and ≥ 3 PPF groups, respectively. More patients were working at baseline but not at 12-month followup in 2 (13.9%) and ≥ 3 (12.5%) versus 0-1 (7.3%) PPF group. CONCLUSION Despite high disease activity and worse clinical outcomes, number of PPF did not significantly predict biologic/tsDMARD use. This may warrant reconsideration of the importance of PPF in treat-to-target approaches.
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Affiliation(s)
- Evo Alemao
- From Bristol-Myers Squibb, Princeton, New Jersey; Corrona LLC, Southborough, Massachusetts; Albany Medical College and The Center for Rheumatology, Albany, New York; University of Massachusetts Medical School, Worcester, Massachusetts, USA. .,E. Alemao, MS, RPh, Bristol-Myers Squibb; H.J. Litman, PhD, Corrona LLC; S.E. Connolly, PhD, Bristol-Myers Squibb; S. Kelly, MD, Bristol-Myers Squibb; W. Hua, MS, Corrona LLC; L. Rosenblatt, MD, MPH, Bristol-Myers Squibb; S. Rebello, MPH, Corrona LLC; J.M. Kremer, MD, Corrona LLC, and Albany Medical College and The Center for Rheumatology; L.R. Harrold, MD, MPH, Corrona LLC, and the University of Massachusetts Medical School.
| | - Heather J Litman
- From Bristol-Myers Squibb, Princeton, New Jersey; Corrona LLC, Southborough, Massachusetts; Albany Medical College and The Center for Rheumatology, Albany, New York; University of Massachusetts Medical School, Worcester, Massachusetts, USA.,E. Alemao, MS, RPh, Bristol-Myers Squibb; H.J. Litman, PhD, Corrona LLC; S.E. Connolly, PhD, Bristol-Myers Squibb; S. Kelly, MD, Bristol-Myers Squibb; W. Hua, MS, Corrona LLC; L. Rosenblatt, MD, MPH, Bristol-Myers Squibb; S. Rebello, MPH, Corrona LLC; J.M. Kremer, MD, Corrona LLC, and Albany Medical College and The Center for Rheumatology; L.R. Harrold, MD, MPH, Corrona LLC, and the University of Massachusetts Medical School
| | - Sean E Connolly
- From Bristol-Myers Squibb, Princeton, New Jersey; Corrona LLC, Southborough, Massachusetts; Albany Medical College and The Center for Rheumatology, Albany, New York; University of Massachusetts Medical School, Worcester, Massachusetts, USA.,E. Alemao, MS, RPh, Bristol-Myers Squibb; H.J. Litman, PhD, Corrona LLC; S.E. Connolly, PhD, Bristol-Myers Squibb; S. Kelly, MD, Bristol-Myers Squibb; W. Hua, MS, Corrona LLC; L. Rosenblatt, MD, MPH, Bristol-Myers Squibb; S. Rebello, MPH, Corrona LLC; J.M. Kremer, MD, Corrona LLC, and Albany Medical College and The Center for Rheumatology; L.R. Harrold, MD, MPH, Corrona LLC, and the University of Massachusetts Medical School
| | - Sheila Kelly
- From Bristol-Myers Squibb, Princeton, New Jersey; Corrona LLC, Southborough, Massachusetts; Albany Medical College and The Center for Rheumatology, Albany, New York; University of Massachusetts Medical School, Worcester, Massachusetts, USA.,E. Alemao, MS, RPh, Bristol-Myers Squibb; H.J. Litman, PhD, Corrona LLC; S.E. Connolly, PhD, Bristol-Myers Squibb; S. Kelly, MD, Bristol-Myers Squibb; W. Hua, MS, Corrona LLC; L. Rosenblatt, MD, MPH, Bristol-Myers Squibb; S. Rebello, MPH, Corrona LLC; J.M. Kremer, MD, Corrona LLC, and Albany Medical College and The Center for Rheumatology; L.R. Harrold, MD, MPH, Corrona LLC, and the University of Massachusetts Medical School
| | - Winnie Hua
- From Bristol-Myers Squibb, Princeton, New Jersey; Corrona LLC, Southborough, Massachusetts; Albany Medical College and The Center for Rheumatology, Albany, New York; University of Massachusetts Medical School, Worcester, Massachusetts, USA.,E. Alemao, MS, RPh, Bristol-Myers Squibb; H.J. Litman, PhD, Corrona LLC; S.E. Connolly, PhD, Bristol-Myers Squibb; S. Kelly, MD, Bristol-Myers Squibb; W. Hua, MS, Corrona LLC; L. Rosenblatt, MD, MPH, Bristol-Myers Squibb; S. Rebello, MPH, Corrona LLC; J.M. Kremer, MD, Corrona LLC, and Albany Medical College and The Center for Rheumatology; L.R. Harrold, MD, MPH, Corrona LLC, and the University of Massachusetts Medical School
| | - Lisa Rosenblatt
- From Bristol-Myers Squibb, Princeton, New Jersey; Corrona LLC, Southborough, Massachusetts; Albany Medical College and The Center for Rheumatology, Albany, New York; University of Massachusetts Medical School, Worcester, Massachusetts, USA.,E. Alemao, MS, RPh, Bristol-Myers Squibb; H.J. Litman, PhD, Corrona LLC; S.E. Connolly, PhD, Bristol-Myers Squibb; S. Kelly, MD, Bristol-Myers Squibb; W. Hua, MS, Corrona LLC; L. Rosenblatt, MD, MPH, Bristol-Myers Squibb; S. Rebello, MPH, Corrona LLC; J.M. Kremer, MD, Corrona LLC, and Albany Medical College and The Center for Rheumatology; L.R. Harrold, MD, MPH, Corrona LLC, and the University of Massachusetts Medical School
| | - Sabrina Rebello
- From Bristol-Myers Squibb, Princeton, New Jersey; Corrona LLC, Southborough, Massachusetts; Albany Medical College and The Center for Rheumatology, Albany, New York; University of Massachusetts Medical School, Worcester, Massachusetts, USA.,E. Alemao, MS, RPh, Bristol-Myers Squibb; H.J. Litman, PhD, Corrona LLC; S.E. Connolly, PhD, Bristol-Myers Squibb; S. Kelly, MD, Bristol-Myers Squibb; W. Hua, MS, Corrona LLC; L. Rosenblatt, MD, MPH, Bristol-Myers Squibb; S. Rebello, MPH, Corrona LLC; J.M. Kremer, MD, Corrona LLC, and Albany Medical College and The Center for Rheumatology; L.R. Harrold, MD, MPH, Corrona LLC, and the University of Massachusetts Medical School
| | - Joel M Kremer
- From Bristol-Myers Squibb, Princeton, New Jersey; Corrona LLC, Southborough, Massachusetts; Albany Medical College and The Center for Rheumatology, Albany, New York; University of Massachusetts Medical School, Worcester, Massachusetts, USA.,E. Alemao, MS, RPh, Bristol-Myers Squibb; H.J. Litman, PhD, Corrona LLC; S.E. Connolly, PhD, Bristol-Myers Squibb; S. Kelly, MD, Bristol-Myers Squibb; W. Hua, MS, Corrona LLC; L. Rosenblatt, MD, MPH, Bristol-Myers Squibb; S. Rebello, MPH, Corrona LLC; J.M. Kremer, MD, Corrona LLC, and Albany Medical College and The Center for Rheumatology; L.R. Harrold, MD, MPH, Corrona LLC, and the University of Massachusetts Medical School
| | - Leslie R Harrold
- From Bristol-Myers Squibb, Princeton, New Jersey; Corrona LLC, Southborough, Massachusetts; Albany Medical College and The Center for Rheumatology, Albany, New York; University of Massachusetts Medical School, Worcester, Massachusetts, USA.,E. Alemao, MS, RPh, Bristol-Myers Squibb; H.J. Litman, PhD, Corrona LLC; S.E. Connolly, PhD, Bristol-Myers Squibb; S. Kelly, MD, Bristol-Myers Squibb; W. Hua, MS, Corrona LLC; L. Rosenblatt, MD, MPH, Bristol-Myers Squibb; S. Rebello, MPH, Corrona LLC; J.M. Kremer, MD, Corrona LLC, and Albany Medical College and The Center for Rheumatology; L.R. Harrold, MD, MPH, Corrona LLC, and the University of Massachusetts Medical School
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López-Rodríguez R, Ferreiro-Iglesias A, Lima A, Bernardes M, Pawlik A, Paradowska-Gorycka A, Świerkot J, Slezak R, Gonzalez-Alvaro I, Narvaez J, Pérez-Pampín E, Mera-Varela A, Vidal-Bralo L, Acuña-Ochoa JG, Conde C, Gonzalez A. Evaluation of a clinical pharmacogenetics model to predict methotrexate response in patients with rheumatoid arthritis. THE PHARMACOGENOMICS JOURNAL 2018. [PMID: 29520081 DOI: 10.1038/s41397-018-0017-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Variability of response to treatment hinders successful management of rheumatoid arthritis (RA). Consequently, a clinical pharmacogenetics model for predicting response to methotrexate (CP-MTX) has been previously proposed that includes four clinical variables (disease activity, sex, the presence of rheumatoid factor and smoking status) and four SNPs (rs2236225, rs17602729, rs1127354, and rs2372536) in genes of the folate pathway. It showed good performance, but failed to attract attention, likely, in relation with lack of clear clinical benefit. Here, we have revised the value of the CP-MTX model directly addressing its clinical benefit by focusing on the expected benefit-cost of the predictions. In addition, our study included a much larger number of RA patients (n = 720) in MTX monotherapy than previous studies. Benefit of CP-MTX prediction was defined as the patients that would have received combination therapy as first treatment because they were correctly predicted as non-responders to MTX monotherapy. In contrast, cost of CP-MTX prediction was defined as the responder patients that were wrongly predicted as non-responders. Application of CP-MTX predictions to our patients showed a good benefit-cost relationship, with half of the 66.7% non-responders to MTX monotherapy rightly directed to alternative treatments (a benefit of 33.3%) at the cost of 8.5% wrongly predicted non-responders. These benefits-costs were consistent with reanalysis of the previously published studies. Therefore, predictions of CP-MTX showed a good benefit-cost relationship for informing MTX prescription.
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Affiliation(s)
- Rosario López-Rodríguez
- Experimental and Observational Rheumatology and Rheumatology Unit. Instituto de Investigación Sanitaria, Hospital Clínico Universitario de Santiago, Santiago de Compostela, Spain
| | - Aida Ferreiro-Iglesias
- Experimental and Observational Rheumatology and Rheumatology Unit. Instituto de Investigación Sanitaria, Hospital Clínico Universitario de Santiago, Santiago de Compostela, Spain
| | - Aurea Lima
- CESPU, Institute of Research & Advanced Training in Health Sciences & Technologies, Drug Discovery, Delivery & Toxicology Group, Gandra PRD, Portugal.,Molecular Oncology & Viral Pathology Group - Research Center, Portuguese Institute of Oncology of Porto, Porto, Portugal
| | - Miguel Bernardes
- Faculty of Medicine, University of Porto, Porto, Portugal.,Rheumatology Department, São João Hospital Center, Porto, Portugal
| | - Andrzej Pawlik
- Department of Physiology, Pomeranian Medical University Szczecin, Szczecin, Poland
| | - Agnieszka Paradowska-Gorycka
- Department of Biochemistry and Molecular Biology, National Institute of Geriatrics, Rheumatology and Rehabilitation, Warsaw, Poland
| | - Jerzy Świerkot
- Department of Rheumatology, Wroclaw Medical University, Wrocław, Poland
| | - Ryszard Slezak
- Department of Genetics, Medical University of Wroclaw, Wrocław, Poland
| | - Isidoro Gonzalez-Alvaro
- Rheumatology Department, Instituto de Investigacion del Hospital de La Princesa (IIS-IP), Madrid, Spain
| | - Javier Narvaez
- Department of Rheumatology, Hospital Universitario de Bellvitge-IDIBELL, Barcelona, Spain
| | - Eva Pérez-Pampín
- Experimental and Observational Rheumatology and Rheumatology Unit. Instituto de Investigación Sanitaria, Hospital Clínico Universitario de Santiago, Santiago de Compostela, Spain
| | - Antonio Mera-Varela
- Experimental and Observational Rheumatology and Rheumatology Unit. Instituto de Investigación Sanitaria, Hospital Clínico Universitario de Santiago, Santiago de Compostela, Spain
| | - Laura Vidal-Bralo
- Experimental and Observational Rheumatology and Rheumatology Unit. Instituto de Investigación Sanitaria, Hospital Clínico Universitario de Santiago, Santiago de Compostela, Spain
| | - José Gorgonio Acuña-Ochoa
- Experimental and Observational Rheumatology and Rheumatology Unit. Instituto de Investigación Sanitaria, Hospital Clínico Universitario de Santiago, Santiago de Compostela, Spain
| | - Carmen Conde
- Experimental and Observational Rheumatology and Rheumatology Unit. Instituto de Investigación Sanitaria, Hospital Clínico Universitario de Santiago, Santiago de Compostela, Spain
| | - Antonio Gonzalez
- Experimental and Observational Rheumatology and Rheumatology Unit. Instituto de Investigación Sanitaria, Hospital Clínico Universitario de Santiago, Santiago de Compostela, Spain.
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