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Lee J, Martindale J, Wallace BI, Singh N, Makris UE, Bynum JP. Changes in Long-Term Glucocorticoid Use Among Older Adults After New Diagnosis of Late-Onset Rheumatoid Arthritis. ACR Open Rheumatol 2025; 7:e70013. [PMID: 40035233 PMCID: PMC11877135 DOI: 10.1002/acr2.70013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2024] [Revised: 01/24/2025] [Accepted: 01/28/2025] [Indexed: 03/05/2025] Open
Abstract
BACKGROUND We evaluated changes in long-term glucocorticoid (GC) use and factors associated with persistent GC use in older adults with late-onset rheumatoid arthritis (LORA). METHODS Using 20% Medicare data from 2008 to 2017, we identified adults ≥66 years with a new diagnosis of LORA, disease-modifying antirheumatic drug (DMARD) use or at least two rheumatologist visits, and at least 12 months of follow-up data. Older adults were categorized as DMARD-exposed or DMARD-unexposed based on treatment during the 12 months after LORA diagnosis (index date). For each quarter after the index date, long-term GC use was defined as having oral GC prescriptions for at least 30 days with a dose >5 mg/day prednisone equivalent. We compared long-term GC use between quarter (Q)1 and Q4 and performed stratified mixed-effects logistic regression for factors associated with persistent GC use, defined as long-term GC use in Q2 to Q4. RESULTS The cohort included 15,425 individuals with two-thirds (62.5%) being DMARD-exposed. Between Q1 and Q4, the proportion of older adults on long-term GC declined from 44.1 to 24.9% (∆19.2%) among the DMARD-exposed and from 25.8 to 17.9% (∆7.9%) among the DMARD-unexposed. One year after the index date, 13.5% of the DMARD-exposed and 9.8% of the DMARD-unexposed were persistent GC users. In stratified mixed-effects logistic models, persistent GC use was associated with low-income subsidy status among the DMARD-exposed and with greater comorbidity burden among DMARD-unexposed. CONCLUSION Long-term GC use declined more among DMARD-exposed than DMARD-unexposed patients. One in seven DMARD-exposed and one in ten DMARD-unexposed have persistent GC use which is associated with financial barriers and multimorbidity that may limit the use of steroid-sparing DMARDs.
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Affiliation(s)
| | | | - Beth I. Wallace
- University of Michigan, Ann Arbor, and VA Ann Arbor Healthcare SystemAnn ArborVirginia
| | | | - Una E. Makris
- University of Texas Southwestern Medical Center and VA North Texas Health Care SystemDallas
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Cox N, Mallen CD, Scott IC. Pharmacological pain management in patients with rheumatoid arthritis: a narrative literature review. BMC Med 2025; 23:54. [PMID: 39881356 PMCID: PMC11780779 DOI: 10.1186/s12916-025-03870-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 01/14/2025] [Indexed: 01/31/2025] Open
Abstract
BACKGROUND Pain is a major challenge for patients with rheumatoid arthritis (RA), with many people suffering chronic pain. Current RA management guidelines focus on assessing and reducing disease activity using disease-modifying anti-rheumatic drugs (DMARDs). Consequently, pain care is often suboptimal, with growing evidence that analgesics are widely prescribed to patients with RA, despite potential toxicities and limited evidence for efficacy. Our review provides an overview of pharmacological treatments for pain in patients with RA, summarising their efficacy and use. FINDINGS Thirteen systematic reviews of drug efficacy for pain in patients with RA were included in this review. These showed moderate- to high-quality evidence from clinical trials in more contemporary time-periods (mainly 1990s/2000s for synthetic DMARDs and post-2000 for biological/targeted synthetic DMARDs) that, in patients with active RA, short-term glucocorticoids and synthetic, biologic, and targeted synthetic DMARDs have efficacy at reducing pain intensity relative to placebo. In contrast, they showed low-quality evidence from trials in more historical time-periods (mainly in the 1960s-1990s for opioids and paracetamol) that (aside from naproxen) analgesics/neuromodulators provide any improvements in pain relative to placebo, and no supportive evidence for gabapentinoids, or long-term opioids. Despite this evidence base, 21 studies of analgesic prescribing in patients with RA consistently showed substantial and sustained prescribing of analgesics, particularly opioids, with approximately one quarter and > 40% of patients receiving chronic opioid prescriptions in each year in England and North America, respectively. Whilst NSAID prescribing had fallen over time across countries, gabapentinoid prescribing in England had risen from < 1% of patients in 2004 to approximately 10% in 2020. Prescribing levels varied substantially between individual clinicians and groups of patients. CONCLUSIONS In patients with active RA, DMARDs have efficacy at reducing pain, supporting the role of treat-to-target strategies. Despite limited evidence that analgesics improve pain in patients with RA, these medicines are widely prescribed. The reasons for this are unclear. We consider that closing this evidence-to-practice gap requires qualitative research exploring the drivers of this practice, high-quality trials of analgesic efficacy in contemporary RA populations, alongside an increased focus on pain management (including pharmacological and non-pharmacological options) within RA guidelines.
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Affiliation(s)
- Natasha Cox
- Primary Care Centre Versus Arthritis, School of Medicine, Keele University, Keele, UK
- Haywood Academic Rheumatology Centre, Haywood Hospital, Midlands Partnership University NHS Foundation Trust, High Lane, Burslem, Staffordshire, UK
| | - Christian D Mallen
- Primary Care Centre Versus Arthritis, School of Medicine, Keele University, Keele, UK
- Haywood Academic Rheumatology Centre, Haywood Hospital, Midlands Partnership University NHS Foundation Trust, High Lane, Burslem, Staffordshire, UK
| | - Ian C Scott
- Primary Care Centre Versus Arthritis, School of Medicine, Keele University, Keele, UK.
- Haywood Academic Rheumatology Centre, Haywood Hospital, Midlands Partnership University NHS Foundation Trust, High Lane, Burslem, Staffordshire, UK.
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Wright GC, Zueger PM, Copley-Merriman C, Khan S, Costello J, Krumbach A, Reddy P, Tanjinatus O, Wells AF. Health Disparities in Rheumatology in the United States. Open Access Rheumatol 2025; 17:1-12. [PMID: 39811715 PMCID: PMC11727327 DOI: 10.2147/oarrr.s493457] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Accepted: 11/27/2024] [Indexed: 01/16/2025] Open
Abstract
Objective Underserved populations are often at risk of experiencing systematic healthcare disparities. Existing disparities in care access, quality of care received, and treatment outcomes among patients with rheumatic disease are not well understood. Methods We conducted a targeted literature review to understand disparities in health outcomes, treatment patterns, and healthcare management faced by rheumatology patients in the United States, with a focus on rheumatoid arthritis (RA), psoriatic arthritis (PsA), and ankylosing spondylitis (AS). Results The findings of this review indicate that disparities in RA, PsA, and AS affect several historically underserved populations, including underrepresented racial and ethnic groups, persons with lower socioeconomic status (SES), persons experiencing homelessness, and patients with Medicare or Medicaid insurance types. The disparities experienced by these populations include greater disease activity and severity, decreased or delayed access to specialist care, decreased likelihood of receiving advanced therapeutics, and worse clinical outcomes. Conclusion To provide equitable healthcare for all patients with RA, PsA, and AS, multiple closely linked health disparities must be addressed. Possible solutions include partnerships between healthcare systems and community-based organizations, targeted outreach tailored to patients with low SES, interventions to improve patient adherence and knowledge, and interventions to improve access to care for rural-residing and unhoused patients. In all, the findings of this literature review underscore the need for mitigation of health disparities in rheumatology care and may serve as a foundation for developing strategies to reduce disparities.
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Affiliation(s)
| | - Patrick M Zueger
- Health Economics and Outcomes Research, AbbVie Inc, North Chicago, IL, USA
| | | | - Shahnaz Khan
- Value & Access, RTI Health Solutions, Research Triangle Park, NC, USA
| | | | | | - Priya Reddy
- Association of Women in Rheumatology, New York, NY, USA
- US Medical Affairs Rheumatology, AbbVie Inc, North Chicago, IL, USA
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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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Galvao RW, Curtis JR, Harrold LR, Wu Q, Xie F, George MD. Accuracy of administrative claims prescription fill data to estimate glucocorticoid use and dose in patients with rheumatoid arthritis. Pharmacoepidemiol Drug Saf 2023; 32:1271-1279. [PMID: 37345649 PMCID: PMC10543479 DOI: 10.1002/pds.5660] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Revised: 05/26/2023] [Accepted: 06/19/2023] [Indexed: 06/23/2023]
Abstract
PURPOSE To assess accuracy of administrative claims prescription fill-based estimates of glucocorticoid use and dose, and approximate bias from glucocorticoid exposure misclassification. METHODS We identified adults with rheumatoid arthritis with linked Medicare and CorEvitas registry data. An algorithm identifying glucocorticoid use and average dose over 90 days from Medicare prescription fills was compared to physician-reported measures from a CorEvitas visit during the same period, using weighted kappa to compare doses (none, ≤5 mg, 5-10 mg, >10 mg/day). A deterministic sensitivity analysis examined the effect of exposure misclassification on estimated glucocorticoid-associated infection risk from a prior study. RESULTS We identified 621 observations among 494 patients. Prescription fills identified glucocorticoid use in 41.9% of observations versus 31.1% identified by CorEvitas physician-report. For glucocorticoid use (yes/no), prescription fills had sensitivity 88.1% (95% CI 82.7-92.3), specificity 79.0% (74.8-82.7), PPV 65.4% (59.3-71.2), NPV 93.6% (90.6-95.9), and 81.8% agreement with CorEvitas, with kappa 0.61 (moderate to substantial agreement). There was 89.5% agreement between prescription fills and physician-reported doses, with weighted kappa 0.56 (moderate agreement). Applying these results to a prior Medicare study evaluating glucocorticoid-associated infection risk [risk ratio 1.44 (95% CI 1.41-1.48)] led to an externally adjusted risk ratio of 1.74 when accounting for exposure misclassification, representing -17% bias in infection risk estimate. CONCLUSIONS This study supports the use of claims data to estimate glucocorticoid use and dose, but investigators should account for exposure misclassification, which may lead to underestimates of glucocorticoid risks. Our results could be applied to adjust risk estimates in other studies that use prescription fills to estimate glucocorticoid use.
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Affiliation(s)
- Rachel W. Galvao
- Yale University, New Haven, CT
- University of Pennsylvania, Philadelphia, PA
| | | | - Leslie R. Harrold
- CorEvitas, Waltham, MA
- University of Massachusetts Medical School, Worcester, MA
| | - Qufei Wu
- University of Pennsylvania, Philadelphia, PA
| | - Fenglong Xie
- University of Alabama at Birmingham, Birmingham, AL
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Russell O, Lester S, Black RJ, Hill CL. Socioeconomic Status and Medication Use in Rheumatoid Arthritis: A Scoping Review. Arthritis Care Res (Hoboken) 2023; 75:92-100. [PMID: 36106932 PMCID: PMC10100498 DOI: 10.1002/acr.25024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2022] [Revised: 08/22/2022] [Accepted: 09/13/2022] [Indexed: 12/31/2022]
Abstract
OBJECTIVE Socioeconomic status (SES) influences disease outcomes in rheumatoid arthritis (RA) patients. Differences in medication use may partly explain this association. A scoping review was used to identify research conducted on this topic and determine what knowledge gaps remain. METHODS Medline, Embase, and PsychInfo were searched from their inception until February 2022 for studies that assessed SES and medication use as an outcome variable. Data was extracted on the use of specific SES measures, medication use, and whether differences in SES variables were associated with differences in medication use. RESULTS We identified 2,103 studies, of which 81 were selected for inclusion. Included studies originated most frequently from the US (42%); the mean ± SD age of participants was 55.9 ± 6.8 years, and most were female (75%). Studies measured a median of 4 SES variables (interquartile range 3-6), with educational, area-level SES, and income being the most frequent measurements used. Patients' race and/or ethnicity were documented by 34 studies. Studies primarily assessed the likelihood of prescription of disease-modifying antirheumatic drugs or dispensation, medication adherence, or treatment delays. A majority of studies documented at least 1 SES measure associated with a difference in medication use. CONCLUSION There is some evidence that SES affects use of medications in patients with RA; however, multiple definitions of SES have been utilized, making comparisons between studies difficult. Prospective studies with consistently defined SES will be needed to determine whether differences in medication use accounts for the poorer outcomes experienced by patients of lower SES.
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Affiliation(s)
- Oscar Russell
- The Queen Elizabeth Hospital, Woodville, South Australia, Australia, and Adelaide Medical SchoolThe University of AdelaideAdelaideSouth AustraliaAustralia
| | - Susan Lester
- The Queen Elizabeth Hospital, Woodville, South Australia, Australia, and Adelaide Medical SchoolThe University of AdelaideAdelaideSouth AustraliaAustralia
| | - Rachel J. Black
- The Queen Elizabeth Hospital, Woodville, South Australia, Australia, and Adelaide Medical SchoolThe University of Adelaide and Royal Adelaide HospitalAdelaideSouth AustraliaAustralia
| | - Catherine L. Hill
- The Queen Elizabeth Hospital, Woodville, South Australia, Australia, and Adelaide Medical SchoolThe University of Adelaide and Royal Adelaide HospitalAdelaideSouth AustraliaAustralia
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Atkins N, Mukhida K. The relationship between patients' income and education and their access to pharmacological chronic pain management: A scoping review. Can J Pain 2022; 6:142-170. [PMID: 36092247 PMCID: PMC9450907 DOI: 10.1080/24740527.2022.2104699] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2022] [Revised: 07/14/2022] [Accepted: 07/19/2022] [Indexed: 10/25/2022]
Abstract
Background Though chronic pain is widespread, affecting about one-fifth of the world's population, its impacts are disproportionately felt across the population according to socioeconomic determinants such as education and income. These factors also influence patients' access to treatment, including pharmacological pain management. Aim A scoping review was undertaken to better understand the association of socioeconomic factors with physicians' pain management prescribing patterns for adults living with chronic pain. Methods An electronic literature search was conducted using the EMBASE, CINAHL, SCOPUS, and Ovid MEDLINE databases and 31 retrieved articles deemed relevant for analyses were critically appraised. Results The available evidence indicates that patients' lower socioeconomic status is associated with a greater likelihood of being prescribed opioids to manage their chronic pain and a decreased likelihood of receiving prescription medications to manage migraines, rheumatoid arthritis, and osteoarthritis. Conclusions These results suggest that individuals with lower socioeconomic status do not receive equal prescription medicine opportunities to manage their chronic pain conditions. This is influenced by a variety of intersecting variables, including access to care, the potential unaffordability of certain therapies, patients' health literacy, and prescribing biases. Future research is needed to identify interventions to improve equity of access to therapies for patients with chronic pain living in lower socioeconomic situations as well as to explain the mechanism through which socioeconomic status affects chronic pain treatment choices by health care providers. Abbreviation SES: socioeconomic status; RA: rheumatoid arthritis; IV: intravenous; SC: subcutaneous; bDMARDs: biological disease-modifying antirheumatic drugs; DMARDS; disease-modifying antirheumatic drugs; TNFi: tumour necrosis factor inhibitors; NSAIDs: non-steroidal anti-inflammatory drugs.
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Affiliation(s)
- Nicole Atkins
- Department of Anesthesiology, Pain Management and Perioperative Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Karim Mukhida
- Department of Anesthesiology, Pain Management and Perioperative Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
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Ferucci ED, Day GM, Choromanski TL, Freeman SL. Outcomes and Quality of Care in Rheumatoid Arthritis With or Without Video Telemedicine Follow-Up Visits. Arthritis Care Res (Hoboken) 2022; 74:484-492. [PMID: 33053261 PMCID: PMC10695327 DOI: 10.1002/acr.24485] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2020] [Revised: 09/23/2020] [Accepted: 10/08/2020] [Indexed: 11/11/2022]
Abstract
OBJECTIVE Telemedicine has been proposed to improve access to care in rheumatology, but few studies of telerheumatology have been published. The objective of this study was to evaluate outcomes and quality of care for rheumatoid arthritis (RA) in patients seen by video telemedicine follow-up compared to in-person only. METHODS Individuals in the Alaska Tribal Health System with a diagnosis of RA were recruited when seeing a rheumatologist either in-person or by video telemedicine, both of which were offered as part of usual follow-up care. At baseline, participants completed the Routine Assessment of Patient Index Data 3 (RAPID3) questionnaire and a telemedicine perception survey and agreed to medical record review. Participants repeated surveys by telephone at 6 and 12 months, and medical record abstraction was performed at 12 months for quality measures. RESULTS At the 12-month outcome assessment, 63 of 122 RA patients (52%) had ever used telemedicine for RA. In univariate analysis, functional status improved over 12 months in the telemedicine group. In multivariate analysis, RAPID3 score and functional status were associated with telemedicine group (higher), with no statistically significant change over the 12-month period. The only quality measure that differed between groups at 12 months in univariate analysis was the proportion of visits in which disease activity was documented (higher in the in-person group, 40% versus 25%; P = 0.02), but this was not significant after multivariate analysis. CONCLUSION In short-term follow-up, there was no significant difference in most outcome and quality measures in patients with RA who incorporated telemedicine follow-up in their care compared to in-person only.
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Sullivan JK, Littlejohn EA. Utilization of glucocorticoids among White and Black patients with systemic lupus erythematosus: Observations from the enrollment visit of a prospective registry. Lupus 2021; 30:2298-2303. [PMID: 34802324 DOI: 10.1177/09612033211055817] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Black patients with systemic lupus erythematosus (SLE) face higher rates of morbidity and mortality compared to White patients. Long-term glucocorticoid use has been associated with worse health outcomes among patients with SLE. We sought to quantify chronic glucocorticoid use among Black and White patients with SLE within a prospective registry. METHODS Using enrollment data from a registry at a large academic institution, we compared glucocorticoid use among Black and White patients with SLE. Multivariable logistic regression of race and glucocorticoid use was performed, adjusting for covariates exhibiting a bivariate association with glucocorticoids at significance level p < 0.10. RESULTS 114 White participants (mean age 45; standard deviation (SD) 15) and 59 Black participants (mean age 42; SD 14) were analyzed. White participants had mean SLEDAI-2K score of 3.7 (SD 5.2). Black participants had mean SLEDAI-2K scores of 6.3 (SD 6.0). Among Black participants, 43 (72%) utilized glucocorticoids compared to White participants 39 (34%) (unadjusted odds ratio (OR) 5.17; 95% confidence interval (CI) 2.59-10.33). We did not observe differences between unadjusted hydroxychloroquine (OR 0.69; 95% CI 0.28-1.65) or conventional disease-modifying anti-rheumatic drug (cDMARD) (OR 1.07; 95% CI 0.57-2.01) utilization among Black and White participants. SLEDAI-2K, disability, recent hospitalization, and past or present hydroxychloroquine or cDMARD use were included in a logistic regression model. Adjusting for covariates, Black participants were more likely to be on glucocorticoids (adjusted OR 5.69; 95% CI 2.17-14.96); p = 0.0004). CONCLUSION Adjusting for disease activity and other medications, Black patients had more exposure to chronic glucocorticoids than White patients in the Cleveland Clinic SLE registry. These patients may face increased glucocorticoid-related morbidity, which could contribute significantly to long-term health outcomes and utilization of health care resources. Future research in larger, more diverse registries should be conducted to further characterize patterns of glucocorticoid use.
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Affiliation(s)
- James K Sullivan
- 161821Department of Medicine, Cleveland Clinic Lerner College of Medicine of Case Western Reserve School of Medicine, Cleveland, OH, USA
| | - Emily A Littlejohn
- 161821Department of Medicine, Cleveland Clinic Lerner College of Medicine of Case Western Reserve School of Medicine, Cleveland, OH, USA.,Rheumatologic and Immunologic Diseases, Cleveland Clinic, Orthopaedic Rheumatologic Institute, Cleveland, OH, USA
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Abstract
PURPOSE OF REVIEW Glucocorticoids and opioids are longstanding, common treatments for rheumatoid arthritis (RA) symptoms. High-quality clinical trials have established that glucocorticoids improve outcomes in RA, but debate continues as to whether their benefits outweigh their risks. We reviewed recent studies on patterns of glucocorticoid and opioid prescribing in RA, and associated harms. RECENT FINDINGS At present, a large proportion of RA patients remain on glucocorticoids and/or opioids long-term. Likelihood and risk of both glucocorticoid and opioid exposure vary across the population, and are influenced by provider factors. Opioids are also associated with delays in disease-modifying treatment initiation. Recent evidence increasingly demonstrates toxicity associated with even low-dose glucocorticoids (≤7.5 mg/day). Up to two-thirds of RA patients may be able to discontinue chronic low-dose glucocorticoids without flare or adrenal insufficiency. These new data have led to changes in clinical practice guidelines for glucocorticoid use in RA. SUMMARY Although low-dose and short-term glucocorticoid use is extremely common and effective in RA management, increasing evidence of toxicity has led experts to begin recommending that such exposure be minimized. Despite a lack of data to suggest opioids improve RA disease activity, they are used commonly, continued long-term, and associated with delayed effective therapy.
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Affiliation(s)
| | - Beth I Wallace
- University of Michigan Medical School
- VA Ann Arbor Healthcare System, Ann Arbor, Michigan, USA
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11
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Ferucci ED, Holck P, Day GM, Choromanski TL, Freeman SL. Factors Associated With Use of Telemedicine for Follow-up of Rheumatoid Arthritis. Arthritis Care Res (Hoboken) 2020; 72:1404-1409. [PMID: 31421020 DOI: 10.1002/acr.24049] [Citation(s) in RCA: 39] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2019] [Accepted: 08/13/2019] [Indexed: 01/03/2023]
Abstract
OBJECTIVE Telemedicine is increasingly being offered to patients for rheumatology care, but few studies have examined factors associated with telemedicine use or outcomes of telemedicine in rheumatology. The objective of this analysis was to determine factors associated with the use of video telemedicine when offered as part of usual care for follow-up of rheumatoid arthritis (RA). METHODS Individuals in the Alaska Tribal Health System with a diagnosis of RA were recruited when seeing a rheumatologist either in-person or by video telemedicine, both of which were offered as part of usual care. At the study visit, participants completed the Routine Assessment of Patient Index Data 3 (RAPID3) and a telemedicine perception survey and agreed to a medical record review for demographics and disease characteristics. Data from this visit were analyzed to determine factors associated with using telemedicine for RA, compared to being seen in-person only. RESULTS Of 122 participants enrolled in the study, 56 (46%) had been seen by telemedicine at least once. Factors associated with telemedicine use in univariate analysis included a higher RAPID3 score, a higher number of rheumatologist visits in the preceding year, more positive perceptions of telemedicine, and seeing a physician who used telemedicine more often. On multivariate analysis, these 4 factors all remained significant. Demographic and other disease-related factors or comorbidities were not associated with telemedicine use. CONCLUSION When offered as an option for rheumatology care, video telemedicine was more likely to be used by RA patients with higher disease activity and more positive perceptions of telemedicine, and by patients whose physicians used telemedicine more often.
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Affiliation(s)
| | | | - Gretchen M Day
- Alaska Native Tribal Health Consortium, Anchorage, Alaska
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12
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Hanly JG, Lethbridge L. Use of Disease-modifying Antirheumatic Drugs, Biologics, and Corticosteroids in Older Patients With Rheumatoid Arthritis Over 20 Years. J Rheumatol 2020; 48:977-984. [PMID: 32739894 DOI: 10.3899/jrheum.200310] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/13/2020] [Indexed: 11/22/2022]
Abstract
OBJECTIVE To examine changes in prescribing patterns, especially the use of corticosteroids (CS), in patients with rheumatoid arthritis (RA) over 2 decades. METHODS This was a secondary analysis of health administrative data using a previously validated dataset and case definition for RA. Cases were matched 1:4 by age and sex to controls within a population of approximately 1 million inhabitants with access to universal health care. Longitudinal data for incident and prevalent RA cases were studied between 1997 and 2017. RESULTS There were 8240 RA cases (all ≥ 65 yrs) with a mean (SD) age 72.2 (7.5) years and 70.6% were female. Over 20 years, annual utilization of coxibs in prevalent RA cases fell with a concomitant increase in disease-modifying antirheumatic drugs (DMARDs) and biologics. Over the same period, CS use was largely unchanged. Approximately one-third of patients had at least 1 annual prescription for CS, most frequently prednisone. The mean annual dose showed a modest reduction and the duration of utilization in each year shortened. Rheumatologists prescribed CS less frequently and in lower doses than other physician groups. For incident RA cases, there was a significant fall in annual prescribed dose of prednisone by rheumatologists over time. CONCLUSION In older adults with RA, the utilization of DMARDs and biologics has increased over the past 20 years. However, the use of CS has persisted. Renewed efforts are required to minimize their use in the long-term pharmacological management of RA.
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Affiliation(s)
- John G Hanly
- J.G. Hanly, MD, Division of Rheumatology, Department of Medicine, and Department of Pathology, Dalhousie University and Queen Elizabeth II Health Sciences Center;
| | - Lynn Lethbridge
- L. Lethbridge, MA, Department of Surgery, Dalhousie University, Halifax, Nova Scotia, Canada
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13
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Spivey CA, Winthrop KL, Griffith J, Kaplan CM, Qiao Y, Postlethwaite AE, Wang J. Retrospective Analysis of the Impact of Adalimumab Initiation on Corticosteroid Utilization and Medical Costs Among Biologic-Naïve Patients with Rheumatoid Arthritis. Rheumatol Ther 2020; 7:133-147. [PMID: 31741182 PMCID: PMC7021911 DOI: 10.1007/s40744-019-00184-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/08/2019] [Indexed: 12/01/2022] Open
Abstract
INTRODUCTION Treatment guidelines recommend low-dose corticosteroids as short-term therapy among rheumatoid arthritis (RA) patients. However, it may be difficult to wean/eliminate steroids once initiated. Initiation of more effective therapies such as biologics may help to taper corticosteroid use. The objective was to examine the impact of adalimumab (ADA) initiation on steroid utilization and non-drug medical costs among patients with RA. METHODS A retrospective analysis was conducted among adult RA patients initiating ADA as the initial biologic in the MarketScan Database (2012-2016). Study outcomes included whether oral/injectable steroids were used, daily dose, dosage categories (< 5 and ≥ 5 mg/day), number of steroid injections, and non-drug medical costs. Outcomes were compared 6 months pre- and post-ADA initiation. Mixed effects logistic, classical linear, multinomial logistic models, and linear model with a log link and gamma distribution were used to adjust for patient demographic and health characteristics. RESULTS The sample included 7404 ADA initiators. Compared to pre-ADA initiation, in the post-initiation period there was a reduction in proportions of patients using oral steroids (from 71.80 to 62.56%) and injectable steroids (from 34.91 to 29.88%), average daily dose of oral steroids (from 3.30 to 2.62 mg/day), patients with dose ≥ 5 mg/day (from 21.76 to 16.34%), number of injections (from 0.64 to 0.53), and non-drug medical costs (from $5356.30 to $5146.84) (P < 0.01). The multivariate analysis produced similar patterns. For example, post-ADA initiation, patients were less likely to use oral steroids [odds ratio (OR) 0.51; 95% confidence interval (CI) 0.47-0.56]; coefficient estimate for daily dose reduction was - 0.68 (95% CI - 0.81 to - 0.56); ratio estimate for medical costs was 0.91 (95% CI 0.86-0.97). CONCLUSIONS Among patients with RA, following ADA initiation, there is a reduction in steroid utilization and dosage, and non-drug medical costs. Prospective studies should be conducted to confirm this relationship in the future.
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Affiliation(s)
- Christina A Spivey
- University of Tennessee Health Science Center College of Pharmacy, Memphis, TN, USA
| | - Kevin L Winthrop
- Oregon Health & Science University School of Public Health, Portland, OR, USA
| | - Jenny Griffith
- AbbVie, Health Economics and Outcomes Research, North Chicago, IL, USA
| | - Cameron M Kaplan
- University of Southern California Keck School of Medicine, Los Angeles, CA, USA
| | - Yanru Qiao
- University of Tennessee Health Science Center College of Pharmacy, Memphis, TN, USA
| | | | - Junling Wang
- University of Tennessee Health Science Center College of Pharmacy, Memphis, TN, USA.
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Patterns of glucocorticoid prescribing and provider-level variation in a commercially insured incident rheumatoid arthritis population: A retrospective cohort study. Semin Arthritis Rheum 2019; 50:228-236. [PMID: 31522762 DOI: 10.1016/j.semarthrit.2019.09.002] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2019] [Revised: 07/25/2019] [Accepted: 09/05/2019] [Indexed: 11/20/2022]
Abstract
OBJECTIVE Glucocorticoids are common in RA management despite an unfavorable, exposure-dependent risk profile impacted by patient and provider-level factors. Existing work describing glucocorticoid use in RA is not generalizable and does not adequately examine provider factors. We aim to describe how providers prescribe glucocorticoids to commercially insured, newly diagnosed RA patients in the United States. METHODS This was a retrospective cohort study which used the national Optum© administrative database. We identified 9221 adults ages 18-65 with RA diagnosed 2010-2014. We assessed glucocorticoid dispensing 3 months pre-diagnosis through 12months post-diagnosis ("study period"), cumulatively stratified by calendar quarter and prescriber specialty (rheumatologist, primary care, other). We examined prescribing variation among individual rheumatologists by dividing quarterly distribution of per-patient dose and days' supply into quartiles. RESULTS 6717 (72.8%) patients filled ≥1 glucocorticoid prescription during the study period. 2890 (31.3%) patients received ≥3 months' supply, with median (IQR) daily dose 10 (6.6) mg/day and days' supply 189 (143) days. 52.6% of patients received glucocorticoids 1-3 months post-diagnosis; 29.2% received glucocorticoids 10-12 months post-diagnosis. Among glucocorticoid users post-diagnosis, quarterly median daily dose and days' supply were consistently ≥10 mg/day and ≥30 days, respectively. Rheumatologists prescribed most glucocorticoids, with median per-quarter daily dose and days' supply 10 mg/day and 43-60 days. Individual rheumatologists' prescribing varied widely across all quarters. CONCLUSION Among commercially insured incident RA patients, receipt of ≥10 mg/day prednisone equivalent for months is common, typically prescribed by rheumatologists, and persists a year post-diagnosis in 29.2% of patients. Glucocorticoid prescribing varies widely across rheumatologists. Further work is warranted to identify provider factors explaining variation in glucocorticoid prescribing, and assess how these affect health outcomes.
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Spivey CA, Griffith J, Kaplan C, Postlethwaite A, Ganguli A, Wang J. A Retrospective Analysis of Corticosteroid Utilization Before Initiation of Biologic DMARDs Among Patients with Rheumatoid Arthritis in the United States. Rheumatol Ther 2017; 5:255-270. [PMID: 29204858 DOI: 10.1007/s40744-017-0089-8] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2017] [Indexed: 01/18/2023] Open
Abstract
INTRODUCTION Understanding the effects of corticosteroid utilization prior to initiation of biologic disease-modifying antirheumatic drugs (DMARDs) can inform decision-makers on the appropriate use of these medications. This study examined treatment patterns and associated burden of corticosteroid utilization before initiation of biologic DMARDs among rheumatoid arthritis (RA) patients. METHODS A retrospective analysis was conducted of adult RA patients in the US MarketScan Database (2011-2015). The following patterns of corticosteroid utilization were analyzed: whether corticosteroids were used; duration of use (short/long duration defined as < or ≥ 3 months); and dosage (low as < 2.5, medium as 2.5 to < 7.5 and high as ≥ 7.5 mg/day). Effects of corticosteroid use on time to biologic DMARD initiation were examined using Cox proportional hazards models. Likelihood and number of adverse events were examined using logistic and negative binomial regression models. Generalized linear models were used to examine healthcare costs. Independent variables in all models included patient demographics and health characteristics. RESULTS A total of 25,542 patients were included (40.84% used corticosteroids). Lower hazard of biologic DMARD initiation was associated with corticosteroid use (hazard ratio = 0.89, 95% confidence interval = 0.83-0.96), long duration and lower dose. Corticosteroid users compared to non-users had higher incidence rates of various adverse events including cardiovascular events (P < 0.05). Higher likelihood of adverse events was associated with corticosteroid use and long duration of use, as was increased number of adverse events. Corticosteroid users had a greater annualized mean number of physician visits, hospitalizations, and emergency department (ED) visits than non-users in adjusted analysis. Corticosteroid users compared to non-users had higher mean costs for total healthcare, physician visits, hospitalizations, and ED visits. CONCLUSIONS Among patients with RA, corticosteroid utilization is associated with delayed initiation of biologic DMARDS and higher burden of adverse events and healthcare utilization/costs before the initiation of biologic DMARDs. FUNDING AbbVie Inc.
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Affiliation(s)
- Christina A Spivey
- University of Tennessee Health Science Center College of Pharmacy, Memphis, TN, USA
| | - Jenny Griffith
- Health Economics and Outcomes Research, AbbVie, North Chicago, IL, USA
| | - Cameron Kaplan
- University of Tennessee Health Science Center College of Medicine, Memphis, TN, USA
| | - Arnold Postlethwaite
- University of Tennessee Health Science Center College of Medicine, Memphis, TN, USA
| | - Arijit Ganguli
- Health Economics and Outcomes Research, AbbVie, North Chicago, IL, USA
| | - Junling Wang
- University of Tennessee Health Science Center College of Pharmacy, Memphis, TN, USA.
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Yazdany J, Robbins M, Schmajuk G, Desai S, Lacaille D, Neogi T, Singh JA, Genovese M, Myslinski R, Fisk N, Francisco M, Newman E. Development of the American College of Rheumatology's Rheumatoid Arthritis Electronic Clinical Quality Measures. Arthritis Care Res (Hoboken) 2017; 68:1579-1590. [PMID: 27564778 DOI: 10.1002/acr.22984] [Citation(s) in RCA: 45] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2016] [Revised: 05/23/2016] [Accepted: 07/27/2016] [Indexed: 01/25/2023]
Abstract
OBJECTIVE Electronic clinical quality measures (eCQMs) rely on computer algorithms to extract data from electronic health records (EHRs). On behalf of the American College of Rheumatology (ACR), we sought to develop and test eCQMs for rheumatoid arthritis (RA). METHODS Drawing from published ACR guidelines, a working group developed candidate RA process measures and subsequently assessed face validity through an interdisciplinary panel of health care stakeholders. A public comment period followed. Measures that passed these levels of review were electronically specified using the quality data model, which provides standard nomenclature for data elements (category, datatype, and value sets) obtained through an EHR. For each eCQM, 3 clinical sites using different EHR systems tested the scientific feasibility and validity of measures. Measures appropriate for accountability were presented for national endorsement. RESULTS Expert panel validity ratings were high for all measures (median 8-9 of 9). Health system performance on the eCQMs was 53.6% for RA disease activity assessment, 69.1% for functional status assessment, 93.1% for disease-modifying antirheumatic drug (DMARD) use, and 72.8% for tuberculosis screening. Kappa statistics, which evaluated whether the eCQM validly captured data obtained from manual EHR chart review, demonstrated moderate to substantial agreement (0.54 for functional status assessment, 0.73 for tuberculosis screening, 0.84 for disease activity, and 0.85 for DMARD use). CONCLUSION Four eCQMs for RA have achieved national endorsement and are recommended for use in federal quality reporting programs. Implementation and further refinement of these measures is ongoing in the ACR's registry, the Rheumatology Informatics System for Effectiveness (RISE).
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Affiliation(s)
| | - Mark Robbins
- Harvard Vanguard Medical Associates, Atrius Health, Somerville, Massachusetts
| | | | - Sonali Desai
- Brigham & Women's Hospital, Boston, Massachusetts
| | - Diane Lacaille
- University of British Columbia, Arthritis Research Centre of Canada, Vancouver, British Columbia, Canada
| | - Tuhina Neogi
- Boston University School of Medicine, Boston, Massachusetts
| | | | - Mark Genovese
- Stanford University Medical Center, Palo Alto, California
| | | | - Natalie Fisk
- American College of Rheumatology, Atlanta, Georgia
| | | | - Eric Newman
- Geisinger Medical Center, Danville, Pennsylvania
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Schmajuk G, Tonner C, Miao Y, Yazdany J, Gannon J, Boscardin WJ, Daikh DI, Steinman MA. Folic Acid Supplementation Is Suboptimal in a National Cohort of Older Veterans Receiving Low Dose Oral Methotrexate. PLoS One 2016; 11:e0168369. [PMID: 27977768 PMCID: PMC5158188 DOI: 10.1371/journal.pone.0168369] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2016] [Accepted: 11/30/2016] [Indexed: 12/25/2022] Open
Abstract
Objectives Co-prescription of folic acid in patients receiving low dose oral methotrexate is recommended because it reduces adverse events and prolongs the use of methotrexate (MTX). However, little is known about how often new users of methotrexate are co-prescribed folic acid, and what factors are associated with its use. We aimed to determine the prevalence, predictors of, and persistence of folic acid use in a population-based cohort of MTX users with rheumatic diseases. Methods Using a national, administrative database of patients seen through the Veterans Health Administration (VHA) that included pharmacy and laboratory data, we performed an observational cohort study of veterans over 65 years old who were new users of MTX. We used log-binomial regression to identify independent predictors of folic acid use and Kaplan Meyer survival analysis to examine persistence of folic acid over time. Results We studied 2467 incident users of MTX. 27% of patients were not prescribed folic acid through the VHA pharmacy within 30 days of MTX initiation. Patients who did not see a rheumatologist were 23% less likely to receive folic acid compared to patients who did have a rheumatologist visit during the baseline period (RR (95% CI) 0.77 (0.72, 0.82). These results remained unchanged even after adjusting for demographic, clinical, and other factors (adjusted RR (95% CI) 0.78 (0.74, 0.85)). After 20 months, only 50% of patients continued to receive folic acid. Conclusions In a nationwide VHA cohort of new users of oral MTX, many patients did not receive folic acid or discontinued it over time. Rheumatologists were more likely to prescribe folic acid than other providers. These data highlight the need to improve patient safety for users of methotrexate by standardizing workflows for folic acid supplementation.
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Affiliation(s)
- Gabriela Schmajuk
- Department of Medicine, University of California San Francisco, San Francisco, CA, United States of America.,Department of Medicine, Veterans Affairs Medical Center-San Francisco, San Francisco, CA, United States of America
| | - Chris Tonner
- Department of Medicine, University of California San Francisco, San Francisco, CA, United States of America
| | - Yinghui Miao
- Department of Medicine, Veterans Affairs Medical Center-San Francisco, San Francisco, CA, United States of America
| | - Jinoos Yazdany
- Department of Medicine, University of California San Francisco, San Francisco, CA, United States of America
| | - Jacqueline Gannon
- School of Public Health, Yale University, New Haven, CT, United States of America
| | - W John Boscardin
- Department of Medicine, University of California San Francisco, San Francisco, CA, United States of America
| | - David I Daikh
- Department of Medicine, University of California San Francisco, San Francisco, CA, United States of America.,Department of Medicine, Veterans Affairs Medical Center-San Francisco, San Francisco, CA, United States of America
| | - Michael A Steinman
- Department of Medicine, University of California San Francisco, San Francisco, CA, United States of America.,Department of Medicine, Veterans Affairs Medical Center-San Francisco, San Francisco, CA, United States of America
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Parks CG, Hoppin JA, De Roos AJ, Costenbader KH, Alavanja MC, Sandler DP. Rheumatoid Arthritis in Agricultural Health Study Spouses: Associations with Pesticides and Other Farm Exposures. ENVIRONMENTAL HEALTH PERSPECTIVES 2016; 124:1728-1734. [PMID: 27285288 PMCID: PMC5089872 DOI: 10.1289/ehp129] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/29/2015] [Revised: 03/07/2016] [Accepted: 05/24/2016] [Indexed: 05/06/2023]
Abstract
BACKGROUND Farming has been associated with rheumatoid arthritis (RA), but the role of pesticides is not known. OBJECTIVES We examined associations between RA and pesticides or other agricultural exposures among female spouses of licensed pesticide applicators in the Agricultural Health Study. METHODS Women were enrolled between 1993 and 1997 and followed through 2010. Cases (n = 275 total, 132 incident), confirmed by a physician or by self-reported use of disease modifying antirheumatic drugs, were compared with noncases (n = 24,018). Odds ratios (OR) and 95% confidence intervals (CI) were estimated using logistic regression models adjusted for age, state, and smoking pack-years. RESULTS Overall, women with RA were somewhat more likely to have reported lifetime use of any specific pesticide versus no pesticides (OR = 1.4; 95% CI: 1.0, 1.6). Of the 15 pesticides examined, maneb/mancozeb (OR = 3.3; 95% CI: 1.5, 7.1) and glyphosate (OR = 1.4; 95% CI: 1.0, 2.1) were associated with incident RA compared with no pesticide use. An elevated, but non-statistically significant association with incident RA was seen for DDT (OR = 1.9; 95% CI: 0.97, 3.6). Incident RA was also associated with the application of chemical fertilizers (OR = 1.7; 95% CI: 1.1, 2.7) and cleaning with solvents (OR = 1.6; 95% CI: 1.1, 2.4), but inversely associated with lifetime livestock exposure as a child and adult (OR = 0.48; 95% CI: 0.24, 0.97) compared with no livestock exposure. CONCLUSIONS Our results suggest that specific agricultural pesticides, solvents, and chemical fertilizers may increase the risk of RA in women, while exposures involving animal contact may be protective. Citation: Parks CG, Hoppin JA, De Roos AJ, Costenbader KH, Alavanja MC, Sandler DP. 2016. Rheumatoid arthritis in Agricultural Health Study spouses: associations with pesticides and other farm exposures. Environ Health Perspect 124:1728-1734; http://dx.doi.org/10.1289/EHP129.
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Affiliation(s)
- Christine G. Parks
- Epidemiology Branch, National Institute of Environmental Health Sciences, National Institutes of Health (NIH), Department of Health and Human Services (DHHS), Research Triangle Park, North Carolina, USA
- Address correspondence to C.G. Parks, Epidemiology Branch, A3-05, NIEHS, P.O. Box 12233, Research Triangle Park, NC 27599 USA. Telephone: (919) 541-2577. E-mail:
| | - Jane A. Hoppin
- Center for Human Health and the Environment, Department of Biological Sciences, North Carolina State University, Raleigh, North Carolina, USA
| | - Anneclaire J. De Roos
- Department of Environmental and Occupational Health, Drexel University School of Public Health, Philadelphia, Pennsylvania, USA
| | - Karen H. Costenbader
- Brigham and Women’s Hospital, Harvard Medical School, Boston, Massachusetts, USA
| | - Michael C. Alavanja
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, DHHS, Bethesda, Maryland, USA
| | - Dale P. Sandler
- Epidemiology Branch, National Institute of Environmental Health Sciences, National Institutes of Health (NIH), Department of Health and Human Services (DHHS), Research Triangle Park, North Carolina, USA
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Kan H, Nagar S, Patel J, Wallace DJ, Molta C, Chang DJ. Longitudinal Treatment Patterns and Associated Outcomes in Patients With Newly Diagnosed Systemic Lupus Erythematosus. Clin Ther 2016; 38:610-24. [PMID: 26907503 DOI: 10.1016/j.clinthera.2016.01.016] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2015] [Revised: 11/20/2015] [Accepted: 01/22/2016] [Indexed: 12/29/2022]
Abstract
PURPOSE The treatment of systemic lupus erythematosus (SLE) is complex, with a wide range of drugs commonly prescribed. The aims of this study were to identify longitudinal treatment patterns in patients with incident SLE and to estimate the associations of treatment patterns with clinical and economic outcomes. METHODS This retrospective, observational cohort study used a US managed care claims database to identify patients with newly diagnosed SLE and 4-year treatment follow-up. Patients were aged ≥ 18 years, with continuous medical and pharmacy benefits for 12 months before and 48 months after the index date (first medical claim with a diagnosis of SLE). Longitudinal treatment patterns were grouped using a k-means cluster analysis. Therapies were included in the cluster analysis if the mean number of prescriptions in each year was ≥ 0.05. Clinical and economic outcomes were compared across clusters using multivariate regression analyses. FINDINGS Data from 1611 patients with incident SLE were analyzed (91.4% women; mean [SD] age, 44.5 [9.5] years; 56.2% managed primarily by a specialist). Hydroxychloroquine and corticosteroids were the most commonly prescribed therapies; methotrexate, azathioprine, and mycophenolate mofetil also met the criteria for inclusion in the cluster analysis. Ten treatment clusters were identified; the most common was minimally treated patients (42.8%). Hydroxychloroquine monotherapy, corticosteroid monotherapy, and corticosteroid/hydroxychloroquine combination therapy were received by 34.0%, 11.2%, and 7.8% of patients, respectively. Methotrexate or azathioprine with a corticosteroid/hydroxychloroquine were received by 4.2% of patients. Changes in therapy, except discontinuations, were rare. Compared with the minimally treated cluster, those that received corticosteroid monotherapy (mean dose, >12.0 mg/d) had poorer clinical and economic outcomes; the hydroxychloroquine-monotherapy cluster had similar or better outcomes; and patients who received a corticosteroid/hydroxychloroquine with or without methotrexate or azathioprine demonstrated outcomes that were poorer but that appeared better than those with corticosteroid monotherapy. SLE-related visits with a nonspecialist were common (~45%) and remained unchanged over time despite better clinical and economic outcomes associated with specialist visits. IMPLICATIONS This study utilized cluster analysis, an unsupervised machine-learning method, to systematically discern treatment patterns over 4 years and to estimate outcomes associated with the identified treatment patterns. The results suggest that minimal treatment is the most common approach in patients with newly diagnosed SLE. Clinical and economic outcomes are poorest with corticosteroid monotherapy but may improve with the addition of hydroxychloroquine and/or an immunosuppressive agent. A large proportion of SLE care is provided by nonspecialists despite the potential benefits of involving a specialist.
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Affiliation(s)
- Hong Kan
- GlaxoSmithKline, Research Triangle Park, North Carolina.
| | - Saurabh Nagar
- GlaxoSmithKline, Research Triangle Park, North Carolina
| | - Jeetvan Patel
- GlaxoSmithKline, Research Triangle Park, North Carolina
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