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Macfarlane FR, Chaplain MAJ, Eftimie R. Quantitative Predictive Modelling Approaches to Understanding Rheumatoid Arthritis: A Brief Review. Cells 2019; 9:E74. [PMID: 31892234 PMCID: PMC7016994 DOI: 10.3390/cells9010074] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Revised: 12/19/2019] [Accepted: 12/24/2019] [Indexed: 02/07/2023] Open
Abstract
Rheumatoid arthritis is a chronic autoimmune disease that is a major public health challenge. The disease is characterised by inflammation of synovial joints and cartilage erosion, which lead to chronic pain, poor life quality and, in some cases, mortality. Understanding the biological mechanisms behind the progression of the disease, as well as developing new methods for quantitative predictions of disease progression in the presence/absence of various therapies is important for the success of therapeutic approaches. The aim of this study is to review various quantitative predictive modelling approaches for understanding rheumatoid arthritis. To this end, we start by briefly discussing the biology of this disease and some current treatment approaches, as well as emphasising some of the open problems in the field. Then, we review various mathematical mechanistic models derived to address some of these open problems. We discuss models that investigate the biological mechanisms behind the progression of the disease, as well as pharmacokinetic and pharmacodynamic models for various drug therapies. Furthermore, we highlight models aimed at optimising the costs of the treatments while taking into consideration the evolution of the disease and potential complications.
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Affiliation(s)
- Fiona R. Macfarlane
- School of Mathematics and Statistics, University of St Andrews, St Andrews KY16 9RJ, UK;
| | - Mark A. J. Chaplain
- School of Mathematics and Statistics, University of St Andrews, St Andrews KY16 9RJ, UK;
| | - Raluca Eftimie
- Department of Mathematics, University of Dundee, Dundee DD1 4HN, UK;
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Turner C, Crow S, Crowther T, Keating B, Saupan T, Pyfer J, Vialpando K, Lee SP. Preventing non-contact ACL injuries in female athletes: What can we learn from dancers? Phys Ther Sport 2018; 31:1-8. [DOI: 10.1016/j.ptsp.2017.12.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2016] [Revised: 11/14/2017] [Accepted: 12/19/2017] [Indexed: 12/17/2022]
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Cost-effectiveness of generic celecoxib in knee osteoarthritis for average-risk patients: a model-based evaluation. Osteoarthritis Cartilage 2018; 26:641-650. [PMID: 29481917 PMCID: PMC6334297 DOI: 10.1016/j.joca.2018.02.898] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2017] [Revised: 01/26/2018] [Accepted: 02/15/2018] [Indexed: 02/02/2023]
Abstract
OBJECTIVE The cost-effectiveness of the recently-introduced generic celecoxib in knee OA has not been examined. METHOD We used the Osteoarthritis Policy (OAPol) Model, a validated computer simulation of knee OA, to evaluate long-term clinical outcomes, costs, and cost-effectiveness of generic celecoxib in persons with knee OA. We examined eight treatment strategies consisting of generic celecoxib, over-the-counter (OTC) naproxen, or prescription naproxen, with or without prescription or OTC proton-pump-inhibitors (PPIs) to reduce gastrointestinal (GI) toxicity. In the base case, we assumed that annual cost was $130 for OTC naproxen, $360 for prescription naproxen, and $880 for generic celecoxib. We considered a willingness-to-pay threshold of $100,000 per quality-adjusted life year (QALY) and discounted costs and benefits at 3% annually. In sensitivity analyses we varied celecoxib toxicity, discontinuation, cost, and pain level. RESULTS In the base case analysis of the high pain cohort (WOMAC 50), celecoxib had an incremental cost-effectiveness ratio (ICER) of $284,630/QALY compared with OTC naproxen. Only under highly favorable cost, toxicity, and discontinuation assumptions (e.g., annual cost below $360, combined with a reduction in the cardiovascular (CV) event rates below baseline values) was celecoxib likely to be cost-effective. Celecoxib might also be cost-effective at an annual cost of $600 if CV toxicity were eliminated completely. In subjects with moderate pain (WOMAC 30), at the base case CV event rate of 0.2%, generic celecoxib was only cost-effective at the lowest plausible cost ($190). CONCLUSION In knee OA patients with no comorbidities, generic celecoxib is not cost-effective at its current price.
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Chung SJ, Park HJ, Park MC. Cost-effectiveness of Non-steroidal Anti-inflammatory Drugs Adjusting for Upper and Lower Gastrointestinal Toxicities in Rheumatoid Arthritis Patients. JOURNAL OF RHEUMATIC DISEASES 2017. [DOI: 10.4078/jrd.2017.24.1.27] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Soo-Jin Chung
- Division of Rheumatology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
| | - Hye-Jin Park
- School of Pharmacy, Sungkyunkwan University, Suwon, Korea
| | - Min-Chan Park
- Division of Rheumatology, Department of Internal Medicine, Yonsei University College of Medicine, Seoul, Korea
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Katz JN, Smith SR, Collins JE, Solomon DH, Jordan JM, Hunter DJ, Suter LG, Yelin E, Paltiel AD, Losina E. Cost-effectiveness of nonsteroidal anti-inflammatory drugs and opioids in the treatment of knee osteoarthritis in older patients with multiple comorbidities. Osteoarthritis Cartilage 2016; 24:409-18. [PMID: 26525846 PMCID: PMC4761310 DOI: 10.1016/j.joca.2015.10.006] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2015] [Revised: 09/16/2015] [Accepted: 10/13/2015] [Indexed: 02/02/2023]
Abstract
OBJECTIVE To evaluate long-term clinical and economic outcomes of naproxen, ibuprofen, celecoxib or tramadol for OA patients with cardiovascular disease (CVD) and diabetes. DESIGN We used the Osteoarthritis Policy Model to examine treatment with these analgesics after standard of care (SOC) - acetaminophen and corticosteroid injections - failed to control pain. NSAID regimens were evaluated with and without proton pump inhibitors (PPIs). We evaluated over-the-counter (OTC) regimens where available. Estimates of treatment efficacy (pain reduction, occurring in ∼57% of patients on all regimens) and toxicity (major cardiac or gastrointestinal toxicity or fractures, risk ranging from 1.09% with celecoxib to 5.62% with tramadol) were derived from published literature. Annual costs came from Red Book Online(®). Outcomes were discounted at 3%/year and included costs, quality-adjusted life expectancy, and incremental cost-effectiveness ratios (ICERs). Key input parameters were varied in sensitivity analyses. RESULTS Adding ibuprofen to SOC was cost saving, increasing QALYs by 0.07 while decreasing cost by $800. Incorporating OTC naproxen rather than ibuprofen added 0.01 QALYs and increased costs by $300, resulting in an ICER of $54,800/QALY. Using prescription naproxen with OTC PPIs led to an ICER of $76,700/QALY, while use of prescription naproxen with prescription PPIs resulted in an ICER of $252,300/QALY. Regimens including tramadol or celecoxib cost more but added fewer QALYs and thus were dominated by several of the naproxen-containing regimens. CONCLUSIONS In patients with multiple comorbidities, naproxen- and ibuprofen-containing regimens are more effective and cost-effective in managing OA pain than opioids, celecoxib or SOC.
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Losina E, Paltiel AD, Weinstein AM, Yelin E, Hunter DJ, Chen SP, Klara K, Suter LG, Solomon DH, Burbine SA, Walensky RP, Katz JN. Lifetime medical costs of knee osteoarthritis management in the United States: impact of extending indications for total knee arthroplasty. Arthritis Care Res (Hoboken) 2015; 67:203-15. [PMID: 25048053 DOI: 10.1002/acr.22412] [Citation(s) in RCA: 277] [Impact Index Per Article: 27.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2013] [Accepted: 07/15/2014] [Indexed: 01/01/2023]
Abstract
OBJECTIVE The impact of increasing utilization of total knee arthroplasty (TKA) on lifetime costs in persons with knee osteoarthritis (OA) is understudied. METHODS We used the Osteoarthritis Policy Model to estimate total lifetime costs and TKA utilization under a range of TKA eligibility criteria among US persons with symptomatic knee OA. Current TKA utilization was estimated from the Multicenter Osteoarthritis Study and calibrated to Health Care Cost and Utilization Project data. OA treatment efficacy and toxicity were drawn from published literature. Costs in 2013 dollars were derived from Medicare reimbursement schedules and Red Book Online. Time costs were derived from published literature and the US Bureau of Labor Statistics. RESULTS Estimated average discounted (3% per year) lifetime costs for persons diagnosed with knee OA were $140,300. Direct medical costs were $129,600, with $12,400 (10%) attributable to knee OA over 28 years. OA patients spent a mean ± SD of 13 ± 10 years waiting for TKA after failing nonsurgical regimens. Under current TKA eligibility criteria, 54% of knee OA patients underwent TKA over their lifetimes. Estimated OA-related discounted lifetime direct medical costs ranged from $12,400 (54% TKA uptake) when TKA eligibility was limited to Kellgren/Lawrence grades 3 or 4 to $16,000 (70% TKA uptake) when eligibility was expanded to include symptomatic OA with a lesser degree of structural damage. CONCLUSION Because of low efficacy of nonsurgical regimens, knee OA treatment-attributable costs are low, representing a small portion of all costs for OA patients. Expanding TKA eligibility increases OA-related costs substantially for the population, underscoring the need for more effective nonoperative therapies.
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Affiliation(s)
- Elena Losina
- Harvard Medical School, Brigham and Women's Hospital, and Boston University School of Public Health, Boston, Massachusetts
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Scholz S, Mittendorf T. Modeling rheumatoid arthritis using different techniques - a review of model construction and results. HEALTH ECONOMICS REVIEW 2014; 4:18. [PMID: 26208921 PMCID: PMC4502067 DOI: 10.1186/s13561-014-0018-2] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2014] [Accepted: 08/12/2014] [Indexed: 05/05/2023]
Abstract
BACKGROUND Rheumatoid arthritis (RA) is a chronic, inflammatory disease with severe effects on the functional ability of patients. Due to the prevalence of 0.5 to 1.0 percent in western countries, new treatment options are a major concern for decision makers with regard to their budget impact. In this context, cost-effectiveness analyses are a helpful tool to evaluate new treatment options for reimbursement schemes. OBJECTIVES To analyze and compare decision analytic modeling techniques and to explore their use in RA with regard to their advantages and shortcomings. METHODS A systematic literature review was conducted in PubMED and 58 studies reporting health economics decision models were analyzed with regard to the modeling technique used. RESULTS From the 58 reviewed publications, we found 13 reporting decision tree-analysis, 25 (cohort) Markov models, 13 publications on individual sampling methods (ISM) and seven discrete event simulations (DES). Thereby 26 studies were identified as presenting independently developed models and 32 models as adoptions. The modeling techniques used were found to differ in their complexity and in the number of treatment options compared. Methodological features are presented in the article and a comprehensive overview of the cost-effectiveness estimates is given in Additional files 1 and 2. DISCUSSION When compared to the other modeling techniques, ISM and DES have advantages in the coverage of patient heterogeneity and, additionally, DES is capable to model more complex treatment sequences and competing risks in RA-patients. Nevertheless, the availability of sufficient data is necessary to avoid assumptions in ISM and DES exercises, thereby enabling biased results. Due to the different settings, time frames and interventions in the reviewed publications, no direct comparison of modeling techniques was applicable. The results from other indications suggest that incremental cost-effective ratios (ICERs) do not differ significantly between Markov and DES models, but DES is able to report more outcome parameters. CONCLUSIONS Given a sufficient data supply, DES is the modeling technique of choice when modeling cost-effectiveness in RA. Otherwise transparency on the data inputs is crucial for valid results and to inform decision makers about possible biases. With regard to ICERs, Markov models might provide similar estimates as more advanced modeling techniques.
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Affiliation(s)
- Stefan Scholz
- />Bielefeld University, Faculty of Public Health, Universitätstr. 25, 33615 Bielefeld, Germany
| | - Thomas Mittendorf
- />herescon GmbH, Königsworther Straße, Königsworther Str. 2, 30167 Hannover, Germany
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Brereton N, Pennington B, Ekelund M, Akehurst R. A cost-effectiveness analysis of celecoxib compared with diclofenac in the treatment of pain in osteoarthritis (OA) within the Swedish health system using an adaptation of the NICE OA model. J Med Econ 2014; 17:677-84. [PMID: 24914585 DOI: 10.3111/13696998.2014.933111] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
OBJECTIVES Celecoxib for the treatment of pain resulting from osteoarthritis (OA) was reviewed by the Tandvårds- och läkemedelsförmånsverket-Dental and Pharmaceutical Benefits Board (TLV) in Sweden in late 2010. This study aimed to evaluate the incremental cost-effectiveness ratio (ICER) of celecoxib plus a proton pump inhibitor (PPI) compared to diclofenac plus a PPI in a Swedish setting. METHODS The National Institute for Health and Care Excellence (NICE) in the UK developed a health economic model as part of their 2008 assessment of treatments for OA. In this analysis, the model was reconstructed and adapted to a Swedish perspective. Drug costs were updated using the TLV database. Adverse event costs were calculated using the regional price list of Southern Sweden and the standard treatment guidelines from the county council of Stockholm. Costs for treating cardiovascular (CV) events were taken from the Swedish DRG codes and the literature. RESULTS Over a patient's lifetime treatment with celecoxib plus a PPI was associated with a quality-adjusted life year (QALY) gain of 0.006 per patient when compared to diclofenac plus a PPI. There was an increase in discounted costs of 529 kr per patient, which resulted in an incremental cost-effectiveness ratio (ICER) of 82,313 kr ($12,141). Sensitivity analysis showed that treatment was more cost effective in patients with an increased risk of bleeding or gastrointestinal (GI) complications. CONCLUSIONS The results suggest that celecoxib plus a PPI is a cost effective treatment for OA when compared to diclofenac plus a PPI. Treatment is shown to be more cost effective in Sweden for patients with a high risk of bleeding or GI complications. It was in this population that the TLV gave a positive recommendation. There are known limitations on efficacy in the original NICE model.
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Ridao M. El uso de coxibs, en la artritis y artrosis, sólo es coste-efectivo en pacientes con antecedentes de hemorragia digestiva. REVISTA MÉDICA CLÍNICA LAS CONDES 2014. [DOI: 10.1016/s0716-8640(14)70117-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
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Efficiency of naproxen/esomeprazole in association for osteoarthrosis treatment in Spain. ACTA ACUST UNITED AC 2013; 10:210-7. [PMID: 24380809 DOI: 10.1016/j.reuma.2013.11.009] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2013] [Revised: 10/21/2013] [Accepted: 11/20/2013] [Indexed: 11/22/2022]
Abstract
OBJECTIVE To assess, from the perspective of the National Healthcare System, the efficiency of a fixed-dose combination of naproxen and esomeprazole (naproxen/esomeprazole) in the treatment of osteoarthritis (OA) compared to other NSAID, alone or in combination with a proton pump inhibitor (PPI). METHODS A Markov model was used; it included different health states defined by gastrointestinal (GI) events: dyspepsia, symptomatic or complicated ulcer; or cardiovascular (CV) events: myocardial infarction, stroke or heart failure. The model is similar to the one used by NICE in its NSAID evaluation of OA published in 2008. The total costs (€, 2012), including drug and event-related costs, and the health outcomes expressed in quality-adjusted life years (QALY) were estimated in patients with increased GI risk, aged 65 or over, for a 1-year time horizon and a 6-month treatment with celecoxib (200mg/day), celecoxib+PPI, diclofenac (150mg/day)+PPI, etoricoxib (60mg/day), etoricoxib+PPI, ibuprofen (1,800mg/day)+PPI, naproxen (1,000mg/day)+PPI or naproxen/esomeprazole (naproxen 1,000mg/esomeprazole 40mg/day). The selected PPI was omeprazole (20mg/day). RESULTS Naproxen/esomeprazole was a dominant strategy (more effective and less costly) compared to celecoxib, etoricoxib and diclofenac+PPI. Celecoxib+PPI and etoricoxib+PPI were more effective. Considering a cost-effectiveness threshold of €30,000 per additional QALY, naproxen/esomeprazole was cost-effective compared to ibuprofen+PPI and naproxen+PPI with incremental cost-effectiveness ratios (ICER) of €15,154 and €5,202 per additional QALY, respectively. CONCLUSIONS A fixed-dose combination of naproxen and esomeprazole is a cost-effective, and even dominant, alternative compared to other options in OA patients with increased GI risk.
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Hiligsmann M, Cooper C, Arden N, Boers M, Branco JC, Luisa Brandi M, Bruyère O, Guillemin F, Hochberg MC, Hunter DJ, Kanis JA, Kvien TK, Laslop A, Pelletier JP, Pinto D, Reiter-Niesert S, Rizzoli R, Rovati LC, Severens JL(H, Silverman S, Tsouderos Y, Tugwell P, Reginster JY. Health economics in the field of osteoarthritis: An Expert's consensus paper from the European Society for Clinical and Economic Aspects of Osteoporosis and Osteoarthritis (ESCEO). Semin Arthritis Rheum 2013; 43:303-13. [DOI: 10.1016/j.semarthrit.2013.07.003] [Citation(s) in RCA: 202] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2013] [Revised: 07/01/2013] [Accepted: 07/08/2013] [Indexed: 01/01/2023]
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Wielage RC, Myers JA, Klein RW, Happich M. Cost-effectiveness analyses of osteoarthritis oral therapies: a systematic review. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2013; 11:593-618. [PMID: 24214160 DOI: 10.1007/s40258-013-0061-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
BACKGROUND Cost-effectiveness analyses (CEAs) have been performed for oral non-disease-altering osteoarthritis (OA) treatments for well over a decade. During that period the methods for performing these analyses have evolved as pharmacoeconomic methods have advanced, new treatments have been introduced, and the knowledge of associated adverse events (AEs) has improved. OBJECTIVE The objective of this systematic review was to trace the development of CEAs for oral non-disease-altering treatments in OA. METHODS A systematic search for CEAs of OA oral treatments was performed of the English-language medical literature using the following databases: PubMed, EMBASE, MEDLINE In-Process, EconLit, and Cochrane. Key requirements for inclusion were that the population described patients with OA or arthritis and that the analysis reported at least one incremental cost-effectiveness ratio. Each identified publication was assessed for inclusion. Thirteen characteristics and all AEs appearing in each included CEA were extracted and organized. Reference lists from these CEAs were also searched. A chronology of key CEAs in the field was compiled, noting the characteristics that advanced the state of the art in modeling oral OA treatments. RESULTS Thirty publications of 28 CEAs were identified and evaluated. Developments in CEAs included an expanded set of comparators that broadened from non-steroidal anti-inflammatory drugs (NSAIDs) only to NSAIDs plus gastroprotective agents, cyclooxygenase-2 inhibitors, and opioids. In turn, AEs expanded from gastrointestinal (GI) events to also include cardiovascular (CV) and neurological events. Efficacy, which initially was presumed to be equivalent for all treatments, evolved to treatment-specific efficacies. Decision-tree analyses were generally replaced by Markov models or, occasionally, stochastic or discrete event simulation. Finally, outcomes have progressed from GI-centric measures to also include quality-adjusted life-years. CONCLUSION Methods used by CEAs of oral non-disease-altering OA treatments have evolved in response to changing treatments with different safety profiles and efficacies as well as technical advances in the application of decision science to health care.
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Affiliation(s)
- Ronald C Wielage
- Medical Decision Modeling Inc., 8909 Purdue Road, Suite #550, Indianapolis, IN, 46268, USA,
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Wielage RC, Bansal M, Andrews JS, Klein RW, Happich M. Cost-utility analysis of duloxetine in osteoarthritis: a US private payer perspective. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2013; 11:219-236. [PMID: 23616247 DOI: 10.1007/s40258-013-0031-3] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
BACKGROUND Duloxetine has recently been approved in the USA for chronic musculoskeletal pain, including osteoarthritis and chronic low back pain. The cost effectiveness of duloxetine in osteoarthritis has not previously been assessed. Duloxetine is targeted as post first-line (after acetaminophen) treatment of moderate to severe pain. OBJECTIVE The objective of this study was to estimate the cost effectiveness of duloxetine in the treatment of osteoarthritis from a US private payer perspective compared with other post first-line oral treatments, including nonsteroidal anti-inflammatory drugs (NSAIDs), and both strong and weak opioids. METHODS A cost-utility analysis was performed using a discrete-state, time-dependent semi-Markov model based on the National Institute for Health and Clinical Excellence (NICE) model documented in its 2008 osteoarthritis guidelines. The model was extended for opioids by adding titration, discontinuation and additional adverse events (AEs). A life-long time horizon was adopted to capture the full consequences of NSAID-induced AEs. Fourteen health states comprised the structure of the model: treatment without persistent AE, six during-AE states, six post-AE states and death. Treatment-specific utilities were calculated using the transfer-to-utility method and Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) total scores from a meta-analysis of osteoarthritis clinical trials of 12 weeks and longer. Costs for 2011 were estimated using Red Book, The Agency for Healthcare Research and Quality's Healthcare Cost and Utilization Project database, the literature and, sparingly, expert opinion. One-way and probabilistic sensitivity analyses were undertaken, as well as subgroup analyses of patients over 65 years old and a population at greater risk of NSAID-related AEs. RESULTS In the base case the model estimated naproxen to be the lowest total-cost treatment, tapentadol the highest cost, and duloxetine the most effective after considering AEs. Duloxetine accumulated 0.027 discounted quality-adjusted life-years (QALYs) more than naproxen and 0.013 more than oxycodone. Celecoxib was dominated by naproxen, tramadol was subject to extended dominance, and strong opioids were dominated by duloxetine. The model estimated an incremental cost-effectiveness ratio (ICER) of US$47,678 per QALY for duloxetine versus naproxen. One-way sensitivity analysis identified the probabilities of NSAID-related cardiovascular AEs as the inputs to which the ICER was most sensitive when duloxetine was compared with an NSAID. When compared with a strong opioid, duloxetine dominated the opioid under nearly all sensitivity analysis scenarios. When compared with tramadol, the ICER was most sensitive to the costs of duloxetine and tramadol. In subgroup analysis, the cost per QALY for duloxetine versus naproxen fell to US$24,125 for patients over 65 years and to US$18,472 for a population at high risk of cardiovascular and gastrointestinal AEs. CONCLUSION The model estimated that duloxetine was potentially cost effective in the base-case population and more cost effective for subgroups over 65 years or at high risk of NSAID-related AEs. In sensitivity analysis, duloxetine dominated all strong opioids in nearly all scenarios.
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Affiliation(s)
- Ronald C Wielage
- Medical Decision Modeling Inc., 8909 Purdue Road, Suite #550, Indianapolis, IN 46268, USA.
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Abstract
STUDY DESIGN Cost-effectiveness model from a Quebec societal perspective using meta-analyses of clinical trials. OBJECTIVE To evaluate the cost-effectiveness of duloxetine in chronic low back pain (CLBP) compared with other post-first-line oral medications. SUMMARY OF BACKGROUND DATA Duloxetine has recently received a CLBP indication in Canada. The cost-effectiveness of duloxetine and other oral medications has not previously been evaluated for CLBP. METHODS A Markov model was created on the basis of the economic model documented in the 2008 osteoarthritis clinical guidelines of the National Institute for Health and Clinical Excellence. Treatment-specific utilities were estimated via a meta-analysis of CLBP clinical trials and a transfer-to-utility regression estimated from duloxetine CLBP trial data. Adverse event rates of comparator treatments were taken from the National Institute for Health and Clinical Excellence model or estimated by a meta-analysis of clinical trials in osteoarthritis using a maximum-likelihood simulation technique. Costs were developed primarily from Quebec and Ontario public sources as well as the published literature and expert opinion. The 6 comparators were celecoxib, naproxen, amitriptyline, pregabalin, hydromorphone, and oxycodone. Subgroup analyses and 1-way and probabilistic sensitivity analyses were performed. RESULTS In the base case, naproxen, celecoxib, and duloxetine were on the cost-effectiveness frontier, with naproxen the least expensive medication, celecoxib with an incremental cost-effectiveness ratio of $19,881, and duloxetine with an incremental cost-effectiveness ratio of $43,437. Other comparators were dominated. Key drivers included the rates of cardiovascular and gastrointestinal adverse events and proton pump inhibitor usage. In subgroup analysis, the incremental cost-effectiveness ratio for duloxetine fell to $21,567 for a population 65 years or older and to $18,726 for a population at higher risk of cardiovascular and gastrointestinal adverse events. CONCLUSION The model estimates that duloxetine is a moderately cost-effective treatment for CLBP, becoming more cost-effective for populations older than 65 years or at greater risk of cardiovascular and gastrointestinal events. LEVEL OF EVIDENCE 1.
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Wielage RC, Bansal M, Andrews JS, Wohlreich MM, Klein RW, Happich M. The cost-effectiveness of duloxetine in chronic low back pain: a US private payer perspective. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2013; 16:334-344. [PMID: 23538186 DOI: 10.1016/j.jval.2012.12.006] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
OBJECTIVE To assess the cost-effectiveness of duloxetine in the treatment of chronic low back pain (CLBP) from a US private payer perspective. METHODS A cost-utility analysis was undertaken for duloxetine and seven oral post-first-line comparators, including nonsteroidal anti-inflammatory drugs (NSAIDs), weak and strong opioids, and an anticonvulsant. We created a Markov model on the basis of the National Institute for Health and Clinical Excellence model documented in its 2008 osteoarthritis clinical guidelines. Health states included treatment, death, and 12 states associated with serious adverse events (AEs). We estimated treatment-specific utilities by carrying out a meta-analysis of pain scores from CLBP clinical trials and developing a transfer-to-utility equation using duloxetine CLBP patient-level data. Probabilities of AEs were taken from the National Institute for Health and Clinical Excellence model or estimated from osteoarthritis clinical trials by using a novel maximum-likelihood simulation technique. Costs were gathered from Red Book, Agency for Healthcare Research and Quality's Healthcare Cost and Utilization Project database, the literature, and, for a limited number of inputs, expert opinion. The model performed one-way and probabilistic sensitivity analyses and generated incremental cost-effectiveness ratios (ICERs) and cost acceptability curves. RESULTS The model estimated an ICER of $59,473 for duloxetine over naproxen. ICERs under $30,000 were estimated for duloxetine over non-NSAIDs, with duloxetine dominating all strong opioids. In subpopulations at a higher risk of NSAID-related AEs, the ICER over naproxen was $33,105 or lower. CONCLUSIONS Duloxetine appears to be a cost-effective post-first-line treatment for CLBP compared with all but generic NSAIDs. In subpopulations at risk of NSAID-related AEs, it is particularly cost-effective.
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Huelin R, Pokora T, Foster TS, Mould JF. Economic outcomes for celecoxib: a systematic review of pharmacoeconomic studies. Expert Rev Pharmacoecon Outcomes Res 2013; 12:505-23. [PMID: 22971036 DOI: 10.1586/erp.12.36] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Osteoarthritis and rheumatoid arthritis are conditions that are associated with significant clinical burden, and impact on patients' functional status and quality of life. Medical costs related to treating these common and disabling conditions place an economic strain on healthcare systems. This systematic review was conducted to investigate the impact of celecoxib on healthcare costs for patients with rheumatoid arthritis and osteoarthritis. In total, 24 studies examined economic outcomes associated with celecoxib in patients with these conditions. Six of these studies evaluated economic outcomes in developing regions, including Mexico, Asia and Turkey. Across all geographies, most studies were cost-effectiveness analyses comparing celecoxib with nonselective NSAIDs alone or in combination with gastroprotective agents. Overall, based on local standards, economic models indicated favorable cost-effectiveness profiles for celecoxib compared with nonselective NSAIDs and other active-treatment options. Cost analyses indicated that the use of celecoxib resulted in lower direct medical costs.
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Affiliation(s)
- Rachel Huelin
- United BioSource Corporation, Lexington, MA 02420, USA.
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McCormack PL. Celecoxib: a review of its use for symptomatic relief in the treatment of osteoarthritis, rheumatoid arthritis and ankylosing spondylitis. Drugs 2012; 71:2457-89. [PMID: 22141388 DOI: 10.2165/11208240-000000000-00000] [Citation(s) in RCA: 166] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Celecoxib (Celebrex®) was the first cyclo-oxygenase (COX)-2 selective inhibitor (coxib) to be introduced into clinical practice. Coxibs were developed to provide anti-inflammatory/analgesic activity similar to that of nonselective NSAIDs, but without their upper gastrointestinal (GI) toxicity, which is thought to result largely from COX-1 inhibition. Celecoxib is indicated in the EU for the symptomatic treatment of osteoarthritis, rheumatoid arthritis and ankylosing spondylitis in adults. This article reviews the clinical efficacy and tolerability of celecoxib in these EU-approved indications, as well as overviewing its pharmacological properties. In randomized controlled trials, celecoxib, at the recommended dosages of 200 or 400 mg/day, was significantly more effective than placebo, at least as effective as or more effective than paracetamol (acetaminophen) and as effective as nonselective NSAIDs and the coxibs etoricoxib and lumiracoxib for the symptomatic treatment of patients with active osteoarthritis, rheumatoid arthritis or ankylosing spondylitis. Celecoxib was generally well tolerated, with mild to moderate upper GI complaints being the most common body system adverse events. In meta-analyses and large safety studies, the incidence of upper GI ulcer complications with recommended dosages of celecoxib was significantly lower than that with nonselective NSAIDs and similar to that with paracetamol and other coxibs. However, concomitant administration of celecoxib with low-dose cardioprotective aspirin often appeared to negate the GI-sparing advantages of celecoxib over NSAIDs. Although one polyp prevention trial noted a dose-related increase in cardiovascular risk with celecoxib 400 and 800 mg/day, other trials have not found any significant difference in cardiovascular risk between celecoxib and placebo or nonselective NSAIDs. Meta-analyses and database-derived analyses are inconsistent regarding cardiovascular risk. At recommended dosages, the risks of increased thrombotic cardiovascular events, or renovascular, hepatic or hypersensitivity reactions with celecoxib would appear to be small and similar to those with NSAIDs. Celecoxib would appear to be a useful option for therapy in patients at high risk for NSAID-induced GI toxicity, or in those responding suboptimally to or intolerant of NSAIDs. To minimize any risk, particularly the cardiovascular risk, celecoxib, like all coxibs and NSAIDs, should be used at the lowest effective dosage for the shortest possible duration after a careful evaluation of the GI, cardiovascular and renal risks of the individual patient.
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Marks JL, Colebatch AN, Buchbinder R, Edwards CJ. Pain management for rheumatoid arthritis and cardiovascular or renal comorbidity. Cochrane Database Syst Rev 2011:CD008952. [PMID: 21975789 DOI: 10.1002/14651858.cd008952.pub2] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]
Abstract
BACKGROUND Pain in rheumatoid arthritis is common, is often multi-factorial and many different pharmacotherapeutic agents are routinely used for pain management. There are concerns that some of the pain pharmacotherapies currently used may increase the risk of adverse events in people with rheumatoid arthritis and concurrent cardiovascular or renal disease. OBJECTIVES To systematically assess and collate the scientific evidence on the efficacy and safety of using pain pharmacotherapy in people with rheumatoid arthritis and cardiovascular or renal comorbidities. SEARCH STRATEGY We searched the Cochrane Central Register of Controlled Trials (CENTRAL, The Cochrane Library 2010, Issue 4); MEDLINE, from 1950; EMBASE, from 1980; the Cochrane Database of Systematic Reviews (CDSR) and the Database of Abstracts of Reviews of Effects (DARE). We also handsearched the conference proceedings for American College of Rheumatology (ACR) and European League against Rheumatism (EULAR) for 2008-09, and checked the websites of regulatory agencies for reported adverse events, labels and warnings. SELECTION CRITERIA We considered randomised controlled trials and non-randomised studies comparing the efficacy and safety of pain pharmacotherapies in patients with rheumatoid arthritis, with and without comorbid cardiovascular or renal conditions.In addition, we also considered controlled before-after studies, interrupted time series, cohort and case control studies and case series (N ≥ 20) to assess safety.For the purpose of our review, pain pharmacotherapy was defined as including simple analgesics (such as paracetamol), non-steroidal anti-inflammatory drugs (NSAIDs), opioids or opioid-like drugs (such as tramadol), and neuromodulators (including anti-depressants, anti-convulsants, and muscle relaxants). DATA COLLECTION AND ANALYSIS Two review authors independently assessed the search results and planned to extract data and appraise the risk of bias of included studies. MAIN RESULTS We did not identify any studies meeting our inclusion criteria. Many of the trials of NSAIDs explicitly excluded patients with cardiovascular or renal comorbidities.We did identify one trial that reported evidence in mixed populations (including both rheumatoid arthritis and osteoarthritis) taking either diclofenac or etoricoxib. In this study, the presence of cardiovascular disease increased the likelihood of a further cardiovascular event three-fold. Patients with two or more cardiovascular comorbidities showed a two-fold increased likelihood of adverse cardiovascular events. AUTHORS' CONCLUSIONS There were no trials that specifically compared the efficacy and safety of pain pharmacotherapies for patients with rheumatoid arthritis, with and without comorbid cardiovascular or renal conditions.In the absence of specific evidence in rheumatoid arthritis, current guidelines recommend that NSAIDs be used with caution in the general rheumatoid arthritis population while highlighting the added need for extra vigilance in patients with established cardiovascular disease or risk factors for its development. Current guidelines regarding the use of NSAIDs and opioids in moderate to severe renal impairment should also be applied to the rheumatoid arthritis population.Further research is required to guide clinicians when treating pain in rheumatoid arthritis.
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Affiliation(s)
- Jonathan L Marks
- Department of Rheumatology, Southampton General Hospital, Tremona Road, Southampton, Hampshire, UK, SO16 6YD
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Lynd LD, Marra CA, Najafzadeh M, Sadatsafavi M. A quantitative evaluation of the regulatory assessment of the benefits and risks of rofecoxib relative to naproxen: an application of the incremental net-benefit framework. Pharmacoepidemiol Drug Saf 2011; 19:1172-80. [PMID: 20602338 DOI: 10.1002/pds.1994] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
PURPOSE To undertake a quantitative benefit-risk analysis of rofecoxib relative to naproxen using an incremental net-benefit (INB) analysis from the societal perspective, using the same data evaluated by the Health Canada and US FDA expert advisory panels. METHODS We developed a discrete event simulation model to calculate the INB of rofecoxib relative to naproxen in arthritis patients over a 1-year time horizon. All outcomes were weighted using societal utilities for each health state which facilitated the use of quality-adjusted life years (QALYs) as the outcome. Probability distributions were incorporated for each model parameter to facilitate a probabilistic analysis using second-order Monte Carlo simulation. RESULTS In the base case analysis, the mean INB (SD) of rofecoxib relative to naproxen was 0.0002 (0.415) QALYs per patient over 12 months of treatment, or 0.2 QALYs per 1000 patients treated. The probabilistic sensitivity analysis resulted in a mean INB of 0.0022 QALYs (95%CI -0.0005, 0.0051). Overall, the INB associated with rofecoxib relative to naproxen was ≥0 in 94% of the iterations of the model. CONCLUSIONS This analysis illustrates the application of the incremental net-benefit framework to quantitative benefit-risk evaluation, and suggests that the potential benefits of rofecoxib outweigh the potential harms relative to naproxen over 1 year from the societal perspective under the assumptions of this model.
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Affiliation(s)
- Larry D Lynd
- Faculty of Pharmaceutical Sciences, University of British Columbia, Vancouver, BC, Canada.
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Kremers HM, Gabriel SE, Drummond MF. Principles of health economics and application to rheumatic disorders. Rheumatology (Oxford) 2011. [DOI: 10.1016/b978-0-323-06551-1.00003-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022] Open
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Armero C, García-Donato G, López-Quílez A. Bayesian methods in cost-effectiveness studies: objectivity, computation and other relevant aspects. HEALTH ECONOMICS 2010; 19:629-643. [PMID: 19424994 DOI: 10.1002/hec.1496] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
In a probabilistic sensitivity analysis (PSA) of a cost-effectiveness (CE) study, the unknown parameters are considered as random variables. A crucial question is what probabilistic distribution is suitable for synthesizing the available information (mainly data from clinical trials) about these parameters. In this context, the important role of Bayesian methodology has been recognized, where the parameters are of a random nature. We explore, in the context of CE analyses, how formal objective Bayesian methods can be implemented. We fully illustrate the methodology using two CE problems that frequently appear in the CE literature. The results are compared with those obtained with other popular approaches to PSA. We find that the discrepancies can be quite marked, specially when the number of patients enrolled in the simulated cohort under study is large. Finally, we describe in detail the numerical methods that need to be used to obtain the results.
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Affiliation(s)
- C Armero
- Departament d'Estadística i I.O., Universitat de València, Valencia, Spain
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Kopec JA, Sayre EC, Flanagan WM, Fines P, Cibere J, Rahman MM, Bansback NJ, Anis AH, Jordan JM, Sobolev B, Aghajanian J, Kang W, Greidanus NV, Garbuz DS, Hawker GA, Badley EM. Development of a population-based microsimulation model of osteoarthritis in Canada. Osteoarthritis Cartilage 2010; 18:303-11. [PMID: 19879999 DOI: 10.1016/j.joca.2009.10.010] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2009] [Revised: 09/25/2009] [Accepted: 10/15/2009] [Indexed: 02/02/2023]
Abstract
OBJECTIVES The purpose of the study was to develop a population-based simulation model of osteoarthritis (OA) in Canada that can be used to quantify the future health and economic burden of OA under a range of scenarios for changes in the OA risk factors and treatments. In this article we describe the overall structure of the model, sources of data, derivation of key input parameters for the epidemiological component of the model, and preliminary validation studies. DESIGN We used the Population Health Model (POHEM) platform to develop a stochastic continuous-time microsimulation model of physician-diagnosed OA. Incidence rates were calibrated to agree with administrative data for the province of British Columbia, Canada. The effect of obesity on OA incidence and the impact of OA on health-related quality of life (HRQL) were modeled using Canadian national surveys. RESULTS Incidence rates of OA in the model increase approximately linearly with age in both sexes between the ages of 50 and 80 and plateau in the very old. In those aged 50+, the rates are substantially higher in women. At baseline, the prevalence of OA is 11.5%, 13.6% in women and 9.3% in men. The OA hazard ratios for obesity are 2.0 in women and 1.7 in men. The effect of OA diagnosis on HRQL, as measured by the Health Utilities Index Mark 3 (HUI3), is to reduce it by 0.10 in women and 0.14 in men. CONCLUSIONS We describe the development of the first population-based microsimulation model of OA. Strengths of this model include the use of large population databases to derive the key parameters and the application of modern microsimulation technology. Limitations of the model reflect the limitations of administrative and survey data and gaps in the epidemiological and HRQL literature.
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Affiliation(s)
- J A Kopec
- School of Population and Public Health, University of British Columbia, Vancouver, BC, Canada.
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Inotai A, Hankó B, Mészáros Á. Trends in the non-steroidal anti-inflammatory drug market in six Central-Eastern European countries based on retail information. Pharmacoepidemiol Drug Saf 2009; 19:183-90. [DOI: 10.1002/pds.1893] [Citation(s) in RCA: 47] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
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van Staa TP, Leufkens HG, Zhang B, Smeeth L. A comparison of cost effectiveness using data from randomized trials or actual clinical practice: selective cox-2 inhibitors as an example. PLoS Med 2009; 6:e1000194. [PMID: 19997499 PMCID: PMC2779340 DOI: 10.1371/journal.pmed.1000194] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2009] [Accepted: 10/30/2009] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Data on absolute risks of outcomes and patterns of drug use in cost-effectiveness analyses are often based on randomised clinical trials (RCTs). The objective of this study was to evaluate the external validity of published cost-effectiveness studies by comparing the data used in these studies (typically based on RCTs) to observational data from actual clinical practice. Selective Cox-2 inhibitors (coxibs) were used as an example. METHODS AND FINDINGS The UK General Practice Research Database (GPRD) was used to estimate the exposure characteristics and individual probabilities of upper gastrointestinal (GI) events during current exposure to nonsteroidal anti-inflammatory drugs (NSAIDs) or coxibs. A basic cost-effectiveness model was developed evaluating two alternative strategies: prescription of a conventional NSAID or coxib. Outcomes included upper GI events as recorded in GPRD and hospitalisation for upper GI events recorded in the national registry of hospitalisations (Hospital Episode Statistics) linked to GPRD. Prescription costs were based on the prescribed number of tables as recorded in GPRD and the 2006 cost data from the British National Formulary. The study population included over 1 million patients prescribed conventional NSAIDs or coxibs. Only a minority of patients used the drugs long-term and daily (34.5% of conventional NSAIDs and 44.2% of coxibs), whereas coxib RCTs required daily use for at least 6-9 months. The mean cost of preventing one upper GI event as recorded in GPRD was US$104k (ranging from US$64k with long-term daily use to US$182k with intermittent use) and US$298k for hospitalizations. The mean costs (for GPRD events) over calendar time were US$58k during 1990-1993 and US$174k during 2002-2005. Using RCT data rather than GPRD data for event probabilities, the mean cost was US$16k with the VIGOR RCT and US$20k with the CLASS RCT. CONCLUSIONS The published cost-effectiveness analyses of coxibs lacked external validity, did not represent patients in actual clinical practice, and should not have been used to inform prescribing policies. External validity should be an explicit requirement for cost-effectiveness analyses.
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Bessette L, Risebrough N, Mittmann N, Roussy JP, Ho J, Zlateva G. Cost-utility of celecoxib use in different treatment strategies for osteoarthritis and rheumatoid arthritis from the Quebec healthcare system perspective. J Med Econ 2009; 12:246-58. [PMID: 19743942 DOI: 10.3111/13696990903288970] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
OBJECTIVE To assess the cost-utility of celecoxib in three treatment strategies for arthritis in Quebec, considering both upper gastrointestinal (GI) and cardiovascular (CV) events. METHODS A Markov analytic framework was used to model patients with osteoarthritis and rheumatoid arthritis at low/average and high risk of GI and CV toxicity over 5 years with monthly cycles. Treatment strategies were modelled in line with Canadian clinical practice. In first-line treatment, patients started on celecoxib; second-line, patients started on a non-selective non-steroidal anti-inflammatory drug (NSAID) and switched to celecoxib after a first GI event; third-line, patients started on a non-selective NSAID, added a proton pump inhibitor (PPI) after a first GI event, and switched to celecoxib after a second GI event (while maintaining the PPI). Model inputs were determined through comprehensive literature searches (MEDLINE and EMBASE) from 1995 to 2006. Included studies evaluated GI (dyspepsia, uncomplicated and complicated ulcers, death) and CV (myocardial infarction, stroke, death) events. Drug and procedure costs were derived from Canadian published sources (Can$2005). RESULTS Total costs per patient for celecoxib first-, second-, and third-line treatment were Can$4,790, $3,390, and $3,466, and total quality-adjusted life-years (QALY) were 3.251, 3.231, and 3.230, respectively. In all risk categories, celecoxib second-line was less costly and as effective as celecoxib third-line, producing savings to the healthcare system. Although celecoxib first-line generated incremental expenditures versus celecoxib second-line, it was also more effective. The resulting cost-utility ratio for the high-risk population was Can$54,696/QALY. Based on this analytical approach, a treatment strategy where celecoxib is used before the combination of a non-selective NSAID plus a PPI possesses cost advantages for the Quebec provincial drug programme. One-way sensitivity analysis (varying GI and CV event rates, utilities, and cost) generally showed second-line treatment with celecoxib as the dominant strategy compared with third-line treatment with celecoxib. CONCLUSION Although effectiveness of second- and third-line celecoxib use is similar, total cost is lower for second-line. These results suggest that the use of celecoxib before the combination of a non-selective NSAID plus a PPI is relatively cost-effective in the treatment of arthritis pain and support the full benefit listing of celecoxib in Quebec's drug programme.
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Affiliation(s)
- Louis Bessette
- Laval University Hospital Centre, Sainte-Foy, Quebec, Canada
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Economic evaluation of nonsteroidal anti-inflammatory drug strategies in rheumatoid arthritis. Int J Technol Assess Health Care 2009; 25:190-5. [DOI: 10.1017/s0266462309090242] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Objectives:Although disease modifying antirheumatic drugs (DMARDs) are the first choice drugs in the treatment of rheumatoid arthritis, many patients still take nonsteroidal anti-inflammatory drugs (NSAIDs) as well. These drugs may cause serious gastric adverse events with continuous usage. Cyclooxygenase-2 (COX2) inhibitors were supposed to have a gastrointestinal (GI) friendly side effect profile. The aim of the study is to compare three therapeutic strategies: conventional NSAIDs, NSAID in combination with proton pump inhibitors (PPIs), and the selective COX2 inhibitor therapy (celecoxib).Methods:A decision tree model was developed, for 1 year, to simulate cohorts within the three arms (NSAIDs, NSAID + PPI, celecoxib). The efficacy of the different active agents of NSAIDs in therapeutically relevant doses was assumed to be the same, consequently differences can be seen in the side effect profile of the drugs. Medical costs, the costs of the side effects (GI, cardiovascular [CV] events), and quality-adjusted life-years (QALYs) were calculated to gain an incremental cost-effectiveness ratio (ICER). Evaluations were made from a third party payer's perspective. We performed one-way deterministic sensitivity analyses; the results were displayed in tornado diagrams.Results:Our model indicates that NSAID + PPI offers extra health gain for extra costs compared with conventional NSAIDs (ICER:14,287 euro/QALY), while it dominates celecoxib because of celecoxib's higher costs and lower effectiveness. According to the sensitivity analyses, QALYs had the highest influence on ICER.Conclusions:Although COX2 inhibitors have elevated GI efficacy compared with NSAIDs, celecoxib seems to be an adequate choice only for a limited group of patients with specific conditions because of the significantly higher price and CV risk profile.
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Dahlberg LE, Holme I, Høye K, Ringertz B. A randomized, multicentre, double-blind, parallel-group study to assess the adverse event-related discontinuation rate with celecoxib and diclofenac in elderly patients with osteoarthritis. Scand J Rheumatol 2009; 38:133-43. [PMID: 19165648 DOI: 10.1080/03009740802419065] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
OBJECTIVE To compare the adverse event (AE)-related discontinuation rate with celecoxib vs. diclofenac when given to reduce joint pain associated with knee or hip osteoarthritis (OA) in elderly patients. METHODS This was a double-blind, randomized, multicentre, parallel-group, 1-year comparison of celecoxib 200 mg once daily and diclofenac 50 mg twice daily in 925 patients with OA aged > or = 60 years. Study visits were at baseline and at 4, 13, 26, 39, and 52 weeks. At each visit, the Patient's and Physician's Global Assessment of Arthritis (PaGAA, PhGAA), the Patient's Assessment of Arthritis Pain--Visual Analogue Scale (PAAP-VAS), and AEs were assessed. A concomitant health economic analysis was conducted throughout. RESULTS The rate of study discontinuation due to AEs, laboratory abnormalities, and deaths was 27% for celecoxib and 31% for diclofenac (p = 0.22). The results of the arthritis/pain efficacy assessments were similar for celecoxib and diclofenac. Significantly fewer patients in the celecoxib group than the diclofenac group experienced cardiovascular/renal AEs (70/458 vs. 95/458, p = 0.039) or hepatic AEs (10/458 vs. 39/458, p<0.0001). Medication costs were higher for celecoxib than diclofenac but mean total treatment cost was slightly higher in the diclofenac group. CONCLUSION Treatment with celecoxib 200 mg once daily and diclofenac 50 mg twice daily resulted in similar rates of AE-related study discontinuation in elderly patients with OA. Celecoxib and diclofenac demonstrated comparable efficacy in relieving the signs and symptoms of OA. However, the proportion of patients with cardiorenal and hepatic AEs was significantly lower in the celecoxib group than the diclofenac group.
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Affiliation(s)
- L E Dahlberg
- Department of Orthopaedics, Lund University, Malmö University Hospital, Malmö, Sweden.
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Rostom A, Moayyedi P, Hunt R. Canadian consensus guidelines on long-term nonsteroidal anti-inflammatory drug therapy and the need for gastroprotection: benefits versus risks. Aliment Pharmacol Ther 2009; 29:481-96. [PMID: 19053986 DOI: 10.1111/j.1365-2036.2008.03905.x] [Citation(s) in RCA: 105] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND Nonsteroidal anti-inflammatory drugs (NSAIDs) are widely used, but are not without risks. AIM To provide evidence-based management recommendations to help clinicians determine optimal long-term NSAID therapy and the need for gastroprotective strategies based on an assessment of both gastrointestinal (GI) and cardiovascular (CV) risks. METHODS A multidisciplinary group of 21 voting participants revised and voted on the statements and the strength of evidence (assessed according to GRADE) at a consensus meeting. RESULTS An algorithmic approach was developed to help manage patients who require long-term NSAID therapy. The use of low-dose acetylsalicylic acid in patients with high CV risk was assumed. For patients at low GI and CV risk, a traditional NSAID alone may be acceptable. For patients with low GI risk and high CV risk, full-dose naproxen may have a lower potential for CV risk than other NSAIDs. In patients with high GI and low CV risk, a COX-2 inhibitor plus a proton pump inhibitor (PPI) may offer the best GI safety profile. When both GI and CV risks are high and NSAID therapy is absolutely necessary, risk should be prioritized. If the primary concern is GI risk, a COX-2 inhibitor plus a PPI is recommended; if CV risk, naproxen 500 mg b.d. plus a PPI would be preferred. NSAIDs should be used at the lowest effective dose for the shortest possible duration. CONCLUSION More large, long-term trials that examine clinical outcomes of complicated and symptomatic upper and lower GI ulcers are needed.
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Affiliation(s)
- A Rostom
- Division of Gastroenterology, University of Calgary Medical Clinic, AB, Canada.
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Contreras-Hernández I, Mould-Quevedo JF, Torres-González R, Goycochea-Robles MV, Pacheco-Domínguez RL, Sánchez-García S, Mejía-Aranguré JM, Garduño-Espinosa J. Cost-effectiveness analysis for joint pain treatment in patients with osteoarthritis treated at the Instituto Mexicano del Seguro Social (IMSS): Comparison of nonsteroidal anti-inflammatory drugs (NSAIDs) vs. cyclooxygenase-2 selective inhibitors. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2008; 6:21. [PMID: 19014495 PMCID: PMC2626578 DOI: 10.1186/1478-7547-6-21] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2008] [Accepted: 11/12/2008] [Indexed: 01/10/2023] Open
Abstract
Background Osteoarthritis (OA) is one of the main causes of disability worldwide, especially in persons >55 years of age. Currently, controversy remains about the best therapeutic alternative for this disease when evaluated from a cost-effectiveness viewpoint. For Social Security Institutions in developing countries, it is very important to assess what drugs may decrease the subsequent use of medical care resources, considering their adverse events that are known to have a significant increase in medical care costs of patients with OA. Three treatment alternatives were compared: celecoxib (200 mg twice daily), non-selective NSAIDs (naproxen, 500 mg twice daily; diclofenac, 100 mg twice daily; and piroxicam, 20 mg/day) and acetaminophen, 1000 mg twice daily. The aim of this study was to identify the most cost-effective first-choice pharmacological treatment for the control of joint pain secondary to OA in patients treated at the Instituto Mexicano del Seguro Social (IMSS). Methods A cost-effectiveness assessment was carried out. A systematic review of the literature was performed to obtain transition probabilities. In order to evaluate analysis robustness, one-way and probabilistic sensitivity analyses were conducted. Estimations were done for a 6-month period. Results Treatment demonstrating the best cost-effectiveness results [lowest cost-effectiveness ratio $17.5 pesos/patient ($1.75 USD)] was celecoxib. According to the one-way sensitivity analysis, celecoxib would need to markedly decrease its effectiveness in order for it to not be the optimal treatment option. In the probabilistic analysis, both in the construction of the acceptability curves and in the estimation of net economic benefits, the most cost-effective option was celecoxib. Conclusion From a Mexican institutional perspective and probably in other Social Security Institutions in similar developing countries, the most cost-effective option for treatment of knee and/or hip OA would be celecoxib.
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Affiliation(s)
- Iris Contreras-Hernández
- Unidad de Investigación en Economía de la Salud, Instituto Mexicano del Seguro Social, Mexico, D,F, Mexico
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Recommendations for use of selective and nonselective nonsteroidal antiinflammatory drugs: An American College of Rheumatology white paper. ACTA ACUST UNITED AC 2008; 59:1058-73. [DOI: 10.1002/art.23929] [Citation(s) in RCA: 74] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
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Al MJ, Maniadakis N, Grijseels EWM, Janssen M. Costs and effects of various analgesic treatments for patients with rheumatoid arthritis and osteoarthritis in the Netherlands. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2008; 11:589-599. [PMID: 18194404 DOI: 10.1111/j.1524-4733.2007.00303.x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
OBJECTIVE To assess the balance between costs and upper gastrointestinal (GI) side effects of treatment with celecoxib, nonsteroidal antiinflammatory drugs (NSAIDs) alone, NSAID plus misoprostol, NSAID plus histamine-2 receptor antagonist (H(2)RA), NSAID plus proton pump inhibitor (PPI), and Arthrotec in The Netherlands. METHODS A model was used to convene data from various sources on the probability of GI side effects and resource use. The probabilities of GI side effects for celecoxib and NSAIDs alone were derived from trial data. Calculations were based on 6 months of treatment, and were from a societal perspective. Distinction was made between low-, medium-, and high-risk patients. An extensive probabilistic sensitivity analysis was performed to address uncertainty. RESULTS Assuming an average patient, the total costs per 6 months of therapy were: celecoxib 255 Euro, NSAIDs alone 166 Euro, NSAID plus misoprostol 285 Euro, NSAID plus H(2)RA 284 Euro, NSAID plus PPI 243 Euro, and Arthrotec 187 Euro. Treatment with celecoxib was associated with the lowest number of GI side effects and related deaths. Incremental costs per life-year saved for Arthrotec compared to NSAIDs alone were 5676 Euro for all patients and 526 Euro for medium-to-high-risk patients, whereas for high-risk patients, Arthrotec dominated NSAID alone. For celecoxib compared to Arthrotec, the incremental cost-effectiveness ratios (ICERs) were 56,667 Euro, 33,684 Euro, and 15,429 Euro, respectively. CONCLUSION Assuming a limit of 20,000 Euro per life-year gained, from an economic point of view, Arthrotec is the preferred treatment when all patients or medium-to-high-risk patients are considered. In high-risk patients, celecoxib is the preferred treatment strategy.
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Affiliation(s)
- Maiwenn J Al
- Institute for Medical Technology Assessment, Erasmus MC, Rotterdam, The Netherlands.
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Evidence-informed management of chronic low back pain with nonsteroidal anti-inflammatory drugs, muscle relaxants, and simple analgesics. Spine J 2008; 8:173-84. [PMID: 18164465 DOI: 10.1016/j.spinee.2007.10.013] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2007] [Accepted: 10/15/2007] [Indexed: 02/03/2023]
Abstract
The management of chronic low back pain (CLBP) has proven to be very challenging in North America, as evidenced by its mounting socioeconomic burden. Choosing amongst available nonsurgical therapies can be overwhelming for many stakeholders, including patients, health providers, policy makers, and third-party payers. Although all parties share a common goal and wish to use limited health-care resources to support interventions most likely to result in clinically meaningful improvements, there is often uncertainty about the most appropriate intervention for a particular patient. To help understand and evaluate the various commonly used nonsurgical approaches to CLBP, the North American Spine Society has sponsored this special focus issue of The Spine Journal, titled Evidence-Informed Management of Chronic Low Back Pain Without Surgery. Articles in this special focus issue were contributed by leading spine practitioners and researchers, who were invited to summarize the best available evidence for a particular intervention and encouraged to make this information accessible to nonexperts. Each of the articles contains five sections (description, theory, evidence of efficacy, harms, and summary) with common subheadings to facilitate comparison across the 24 different interventions profiled in this special focus issue, blending narrative and systematic review methodology as deemed appropriate by the authors. It is hoped that articles in this special focus issue will be informative and aid in decision making for the many stakeholders evaluating nonsurgical interventions for CLBP.
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van Staa TP, Smeeth L, Persson I, Parkinson J, Leufkens HGM. Evaluating drug toxicity signals: is a hierarchical classification of evidence useful or a hindrance? Pharmacoepidemiol Drug Saf 2008; 17:475-84. [DOI: 10.1002/pds.1568] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
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Jansen JP, Pellissier J, Choy EH, Ostor A, Nash JT, Bacon P, Hunsche E. Economic evaluation of etoricoxib versus non-selective NSAIDs in the treatment of ankylosing spondylitis in the UK. Curr Med Res Opin 2007; 23:3069-78. [PMID: 17971283 DOI: 10.1185/030079907x242575] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
OBJECTIVES To evaluate the cost-effectiveness of etoricoxib, a cyclooxygenase (COX)-2 selective inhibitor, versus non-selective nonsteroidal anti-inflammatory drugs (nsNSAIDs) in the treatment of ankylosing spondylitis (AS). METHODS The cost-effectiveness of etoricoxib versus nsNSAIDs was evaluated from the UK National Health Service (NHS) and society perspective with a decision-analytic model. Patients stayed on initial therapy throughout 52 weeks unless they experienced an adverse event (AE) or lacked efficacy, in which case they switched to another nsNSAID or a tumor necrosis factor alpha antagonist. Efficacy data were obtained from a 1-year etoricoxib clinical trial in AS. Bath AS Functional Index (BASFI) data were translated into Quality Adjusted Life Year (QALY) weights using a published data on the relation between BASFI and Short-form (SF) 36 Quality of life scores, as well as the relation between SF-36 and utility. Safety data were based on meta-analyses of etoricoxib trials. Information on treatment pathways, resource consumption, and absenteeism from work was obtained from literature and experts. Model outcomes included QALYs, perforations, ulcers, or bleeds, cardiovascular events, and costs. RESULTS Etoricoxib was cost-effective compared to nsNSAIDs in terms of cost per QALY saved ( pound5611). Probabilistic sensitivity analysis found a 77% probability of the incremental cost per QALY saved being within a threshold for cost-effectiveness of pound20 000. The expected direct costs over the 52-week period were pound1.23 (95% uncertainty distribution pound1.10; pound1.39) and pound1.13 per day ( pound0.78; pound1.55) for patients starting with etoricoxib and nsNSAIDs, respectively. When costs related to absenteeism were taken into account, the cost per QALY saved was pound281. CONCLUSIONS Given the underlying assumptions and data used, this economic evaluation demonstrated that, compared to nsNSAIDs, etoricoxib is a cost-effective therapy for AS patients in the UK.
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An economic model of long-term use of celecoxib in patients with osteoarthritis. BMC Gastroenterol 2007; 7:25. [PMID: 17610716 PMCID: PMC1925103 DOI: 10.1186/1471-230x-7-25] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2007] [Accepted: 07/04/2007] [Indexed: 12/18/2022] Open
Abstract
Background Previous evaluations of the cost-effectiveness of the cyclooxygenase-2 selective inhibitor celecoxib (Celebrex, Pfizer Inc, USA) have produced conflicting results. The recent controversy over the cardiovascular (CV) risks of rofecoxib and other coxibs has renewed interest in the economic profile of celecoxib, the only coxib now available in the United States. The objective of our study was to evaluate the long-term cost-effectiveness of celecoxib compared with nonselective nonsteroidal anti-inflammatory drugs (nsNSAIDs) in a population of 60-year-old osteoarthritis (OA) patients with average risks of upper gastrointestinal (UGI) complications who require chronic daily NSAID therapy. Methods We used decision analysis based on data from the literature to evaluate cost-effectiveness from a modified societal perspective over patients' lifetimes, with outcomes expressed as incremental costs per quality-adjusted life-year (QALY) gained. Sensitivity tests were performed to evaluate the impacts of advancing age, CV thromboembolic event risk, different analytic horizons and alternate treatment strategies after UGI adverse events. Results Our main findings were: 1) the base model incremental cost-effectiveness ratio (ICER) for celecoxib versus nsNSAIDs was $31,097 per QALY; 2) the ICER per QALY was $19,309 for a model in which UGI ulcer and ulcer complication event risks increased with advancing age; 3) the ICER per QALY was $17,120 in sensitivity analyses combining serious CV thromboembolic event (myocardial infarction, stroke, CV death) risks with base model assumptions. Conclusion Our model suggests that chronic celecoxib is cost-effective versus nsNSAIDs in a population of 60-year-old OA patients with average risks of UGI events.
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Feldman L, Masella B, Tannenbaum H. A pharmacist's perspective: Proceedings from the Third Canadian Consensus Conference: An Evidence-Based Approach to Prescribing NSAIDs in the Treatment of Osteoarthritis and Rheumatoid Arthritis. Can Pharm J (Ott) 2007. [DOI: 10.3821/1913-701x(2007)140[244:apppft]2.0.co;2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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Abstract
Worldwide, programs dealing with musculoskeletal health are required to set priorities and allocate resources within the constraint of limited funding. There is increasing pressure for medical technology assessment, which traditionally has involved evaluating safety and effectiveness, to also include consideration of cost effectiveness. We updated our database of orthopaedic cost-effectiveness studies, critically reviewed their methods, and examined trends over time. Current analyses have numerous shortcomings, such as the inclusion of relatively few studies, inconsistent methodologic approaches, and lack of transparency. The wide variation in cost-effectiveness ratios observed among current interventions suggests efficiency can be improved. Despite reimbursement authorities in many other countries formally considering cost-effectiveness when determining coverage of new technologies, Medicare has been resistant to considering costs of treatments. Regardless of this policy deficiency, conducting cost-effectiveness analyses represents a prudent step forward in illuminating the tradeoffs involved in difficult resource allocation decisions, and there is an urgent need to consider economic impact in future studies using standardized and transparent methods.
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Affiliation(s)
- Carmen A Brauer
- Department of Orthopaedic Surgery, British Columbia Children's Hospital, Vancouver, BC, Canada.
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Chaiamnuay S, Allison JJ, Curtis JR. Risks versus benefits of cyclooxygenase-2-selective nonsteroidal antiinflammatory drugs. Am J Health Syst Pharm 2006; 63:1837-51. [PMID: 16990630 DOI: 10.2146/ajhp050519] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
PURPOSE A summary of the basic science underlying the current controversies regarding cyclooxygenase-2 (COX-2)-selective nonsteroidal antiinflammatory drugs (NSAIDs), including data on their cardiovascular safety, their gastrointestinal (GI) benefits, cost-effectiveness, physician-prescribing trends, and recommendations for prescribing these agents is presented. SUMMARY A number of randomized controlled trials (RCTs) have reported that COX-2-selective NSAIDs increase cardiovascular events, although there appear to be gradations of risks among the COX-2-selective NSAIDs. In addition, traditional NSAIDs may increase the risk for cardiovascular events, complicating the interpretation of RCTs that use traditional NSAIDs as comparators. Selective inhibitors of COX-2-selective NSAIDs are effective antiinflammatory and analgesic drugs with improved upper-GI safety compared to traditional NSAIDs. Data on the cost-effectiveness of COX-2-selective NSAIDs indicate that they should be limited to patients at high risk for upper-GI adverse effects. However, they had been increasingly used in patients with lower GI risks until recent events reversed that trend. Circumstances under which COX-2-selective NSAIDs may be appropriate are in patients at high GI risk and in patients who did not respond to multiple traditional NSAIDs. The national spotlight in the United States on NSAID-related adverse events and recent lawsuits against health care providers prescribing COX-2-selective NSAIDs further highlights the need for provider-patient communication and risk disclosure. The relative cardiovascular risks of NSAIDs are similar in magnitude to other currently prescribed therapies. CONCLUSION Health care providers must consider the efficacy, GI and cardiovascular risks, concomitant medications, and costs when determining the appropriateness of COX-2-selective NSAID therapy.
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Affiliation(s)
- Sumapa Chaiamnuay
- Division of Immunology and Rheumatology, University of Alabama at Birmingham, 35294, USA
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Shireman TI, Rigler SK. Predictors of the selection of coxibs over nonselective NSAIDs in an older medicaid cohort. ACTA ACUST UNITED AC 2006; 4:210-8. [PMID: 17062321 DOI: 10.1016/j.amjopharm.2006.09.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/05/2006] [Indexed: 11/27/2022]
Abstract
BACKGROUND Cyclooxygenase-2-selective inhibitors (coxibs) have been widely adopted, despite study findings suggesting that they are cost-effective only in certain populations. OBJECTIVE This study was conducted to identify factors that were associated with the selection of coxibs rather than nonselective NSAIDs in the period before the emergence of safety concerns in 2004. METHODS This was a retrospective cohort analysis of a 15% random sample of Kansas Medicaid beneficiaries aged >60 years that used inpatient, outpatient, and prescription claims data. Subjects were included if they received a prescription for a coxib or nonselective NSAID after a 6-month period without an anti-inflammatory prescription claim and if they underwent at least 90 days of follow-up after the initial prescription. Using 2 previously published models (Dominick et al and Shaya and Blume), we analyzed the impact of factors potentially associated with the preferential selection of a coxib, including age, sex, race, history of upper gastrointestinal disease, chronic or acute use, and recent anticoagulant or corticosteroid therapy. RESULTS Study subjects (N = 853) were predominantly female (78.8%) and white (80.4%), and had a mean age of 78 years; 65.1% were prescribed a coxib and 34.9% were prescribed a nonselective NSAID. In bivariate analyses, coxib users were more likely than nonselective NSAID users to be white (83.2% vs 75.3%, respectively; P < 0.05), to be prescribed chronic rather than acute therapy (81.8% vs 58.7%; P < 0.001), and to have a concomitant prescription for warfarin (11.2% vs 5.7%; P < 0.05). Multivariate analyses indicated significance for the same predictors of coxib use: chronic versus acute therapy (Dominick model: adjusted odds ratio [AOR] = 3.39; 95% CI, 2.43-4.74; Shaya model: AOR = 3.39; 95% CI, 2.43-4.74); concomitant anticoagulant therapy (Dominick model: AOR = 2.16; 95% CI, 1.18-3.97; Shaya model: AOR = 2.31; 95% CI, 0.28-0.83); and black race (Dominick model: AOR = 0.48; 95% CI, 0.28-0.83; Shaya model: AOR = 0.49; 95% CI, 0.28-0.84). The most commonly prescribed nonselective NSAIDs were ibuprofen (14.3% of all subjects) and naproxen (6.6% of all subjects); the most commonly prescribed coxibs were rofecoxib (36.5%) and celecoxib (28.5%). CONCLUSIONS In this study in an older population, coxibs constituted almost two thirds of all initial anti-inflammatory prescriptions. The prescription of a coxib was influenced by concomitant anticoagulant use and chronic use. Blacks were significantly more likely than whites to receive a nonselective NSAID. Although coxib use has been affected by the association with cardiovascular risk that emerged after the period of this study, rational drug selection and reduction of racial/ethnic disparities remain important targets for improved quality of care.
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Affiliation(s)
- Theresa I Shireman
- Department of Preventive Medicine and Public Health, University of Kansas School of Medicine, Kansas City, Kansas 66160, USA.
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Bijlsma JWJ. Celecoxib--fewer gastrointestinal adverse events in patients with osteoarthritis. NATURE CLINICAL PRACTICE. RHEUMATOLOGY 2006; 2:414-5. [PMID: 16932732 DOI: 10.1038/ncprheum0251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/24/2006] [Accepted: 06/12/2006] [Indexed: 05/11/2023]
Affiliation(s)
- Johannes W J Bijlsma
- Department of Rheumatology and Clinical Immunology, University Medical Center Utrecht, The Netherlands.
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Barton GR, Avery AJ, Whynes DK. Accounting for the increase in NSAID expenditure: substitution or leakage? COST EFFECTIVENESS AND RESOURCE ALLOCATION 2006; 4:9. [PMID: 16737538 PMCID: PMC1501056 DOI: 10.1186/1478-7547-4-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2005] [Accepted: 05/31/2006] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND National Institute of Health and Clinical Excellence (NICE) guidance stated that a new form of non-steroidal anti-inflammatory drug (NSAID) (selective COX-2 inhibitors) should only be an option for arthritis patients at high risk of a gastro-intestinal (GI) event. Total expenditure on NSAIDs has risen by 57% over five years, to 247 pounds sterling million in 2004. We assess whether this expenditure increase can be accounted for by substitution--an increased prescribing of two (more expensive) selective COX-2 inhibitors (celecoxib and rofecoxib) and a simultaneous equivalent reduction in the prescribing volume of three (cheaper) older NSAIDs (diclofenac, ibuprofen and naproxen). METHODS Quarterly prescription data was collated from January 1999 to September 2004. Over this period, the level of correlation between the total prescribing volumes for i) celecoxib and rofecoxib, and ii) diclofenac, ibuprofen, and naproxen were compared, the change in total expenditure on the five NSAIDs was also estimated. The latter was apportioned into that which was estimated to have arisen due to i) substitution, and ii) increased NSAID prescription volume. RESULTS Total prescription volumes for the two NSAID groups were negatively correlated (r = -0.97, p < 0.001). In the last quarter there were 1.23 million prescriptions for celecoxib and rofecoxib, and 0.46 million fewer prescriptions for naproxen, diclofenac, and ibuprofen (than in the first quarter, when celecoxib and rofecoxib were not prescribed). Total expenditure for the five NSAIDs was 32.7 pounds sterling million higher in the last quarter, than the first, 12.2 pounds sterling million of which was estimated to be due to substitution, and 20.4 pounds sterling million due to increased volume. CONCLUSION The introduction of celecoxib and rofecoxib was associated with a reduction in the prescription volume for naproxen, diclofenac, and ibuprofen. However, overall quarterly prescription volume for these five NSAIDs increased by 0.76 million, and we estimate that quarterly expenditure increased by 20.4 pounds sterling million more than would have been expected if overall NSAID volume had remained constant. This suggests that the prescription of both celecoxib and rofecoxib may have 'leaked' to population groups who would not previously have received an older NSAID.
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Affiliation(s)
- Garry R Barton
- School of Economics, University of Nottingham, Nottingham, NG7 2RD, UK
| | - Anthony J Avery
- Division of Primary Care, Medical School, University of Nottingham, Queen's Medical Centre, Nottingham, NG7 2UH, UK
| | - David K Whynes
- School of Economics, University of Nottingham, Nottingham, NG7 2RD, UK
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Murthy SK, Kauldher S, Targownik LE. Physicians' approaches to the use of gastroprotective strategies in low-risk non-steroidal anti-inflammatory drug users. Aliment Pharmacol Ther 2006; 23:1365-72. [PMID: 16629943 DOI: 10.1111/j.1365-2036.2006.02873.x] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
BACKGROUND Many doctors unnecessarily prescribe gastroprotective strategies to non-steroidal anti-inflammatory drugs users at low risk of non-steroidal anti-inflammatory drug-related gastrointestinal complications. AIM To identify factors that predict the overuse of gastroprotective strategies in low-risk non-steroidal anti-inflammatory drug users. METHODS We distributed a questionnaire to family doctors and general internists consisting of a clinical vignette describing a low-risk hypothetical patient with osteoarthritis who was a candidate for non-steroidal anti-inflammatory drug therapy. Respondents were asked whether they would prescribe this patient a gastroprotective strategy and to estimate the annual risk of that patient developing a gastrointestinal complication with non-steroidal anti-inflammatory drug use. Respondents inappropriately recommending a gastroprotective strategy were compared with respondents who opted not to use gastroprotection. RESULTS We received 340 responses (response rate of 28.3%), of which 278 supplied analysable data. Thirty-five percent of respondents inappropriately recommended a gastroprotective strategy for the low-risk subject. Inappropriate prescribers were significantly more likely to overestimate the risk of gastrointestinal complications with traditional non-steroidal anti-inflammatory drugs and this was strongly predictive of gastroprotective strategy recommendation in logistic regression. CONCLUSIONS Many doctors inappropriately recommend gastroprotective strategies in low-risk non-steroidal anti-inflammatory drug users. Improving doctors' awareness of non-steroidal anti-inflammatory drug-associated gastrointestinal risks may lead to a decrease in inappropriate utilization of gastroprotective strategies in low-risk patients.
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Affiliation(s)
- S K Murthy
- Department of Internal Medicine, University of Manitoba, Winnipeg, Manitoba, Canada
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Tan MCY, Regier DA, Esdaile JM, Lynd LD, Anis AH, Marra CA. Health economic evaluation: A primer for the practicing rheumatologist. ACTA ACUST UNITED AC 2006; 55:648-56. [PMID: 16874788 DOI: 10.1002/art.22105] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Michael C Y Tan
- Vancouver Coastal Health Research Institute, Vancouver, British Columbia, Canada
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Rahme E, Hunsche E, Toubouti Y, Chabot I. Retrospective analysis of utilization patterns and cost implications of coxibs among seniors in Quebec, Canada: What is the potential impact of the withdrawal of rofecoxib? ACTA ACUST UNITED AC 2006; 55:27-34. [PMID: 16463408 DOI: 10.1002/art.21696] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
OBJECTIVE In September 2004, the manufacturer of rofecoxib announced a voluntary worldwide withdrawal of the drug. The impact of this withdrawal on drug budgets is unclear. This study evaluated average daily doses and costs of rofecoxib and celecoxib and concomitant use of gastroprotective agents (GPAs) in elderly patients with osteoarthritis (OA) or rheumatoid arthritis (RA) in Quebec, prior to the rofecoxib withdrawal. METHODS This retrospective cohort study used prescription drug and medical service data from the Quebec government health agency administrative database and included coxib users > or =66 years of age with OA or RA who filled > or =3 consecutive rofecoxib or celecoxib prescriptions in 2001-2002. Results were adjusted for gastrointestinal risk factors and other patient baseline characteristics. RESULTS Data were analyzed for 11,975 rofecoxib and 12,480 celecoxib users. Mean daily dosages were 20.7 mg for rofecoxib and 231.3 mg for celecoxib. Rofecoxib users consumed a mean +/- SD of 0.95 +/- 0.43 pills per day, and celecoxib users took 1.34 +/- 0.65 pills per day. Mean +/- SD unadjusted daily acquisition costs were $1.18 +/- $0.53 (Canadian) for rofecoxib and $1.45 +/- $0.74 for celecoxib. After adjusting for patient baseline characteristics, the mean daily acquisition cost for rofecoxib was $0.25 lower than for celecoxib. Rofecoxib users were less likely than celecoxib users to fill a GPA coprescription (odds ratio 0.88; 95% confidence interval 0.81, 0.95). Subgroup analyses yielded comparable results. CONCLUSION Celecoxib appears to be a more expensive therapeutic option than rofecoxib due to a relatively higher daily dose and tablet consumption.
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Affiliation(s)
- Elham Rahme
- McGill University and Research Institute, McGill University Health Centre, Montreal, Quebec, Canada.
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Helin-Salmivaara A, Huupponen R, Virtanen A, Klaukka T. Adoption of celecoxib and rofecoxib: a nationwide database study. J Clin Pharm Ther 2005; 30:145-52. [PMID: 15811167 DOI: 10.1111/j.1365-2710.2005.00627.x] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
BACKGROUND AND OBJECTIVE Cyclooxygenase 2-selective non-steroidal anti-inflammatory drugs (NSAIDs, coxibs) are recommended primarily for patients at high risk of gastrointestinal bleeding, most of them being elderly. Our objective was to describe and analyse patient- and physician-related factors affecting the adoption of celecoxib and rofecoxib 2 years after their launch in Finland. METHODS Retrospective analysis of the nationwide Prescription Register. Physicians who had issued at least 200 reimbursed prescriptions in 2002 (n = 12 033, 80% of working-age Finnish physicians) were involved in the analysis. RESULTS AND DISCUSSION Excluding patients with rheumatoid arthritis (RA), almost one-fifth (18%) of NSAIDs prescriptions were for coxibs. In patients with RA the share was 25%. The share of coxib prescriptions of all NSAIDs increased with age of the patient. Over one half (58%) of coxib prescriptions were issued for patients under 65 years of age. Specialists in physical and rehabilitation medicine were the fastest adopters of coxibs: one-third of their NSAID prescriptions in 2002 were for coxibs. Primary care physicians were the most conservative both in adopting and favouring coxibs. CONCLUSIONS Coxibs have gained the status of standard prescription NSAIDs within a few years. Their use should be restricted to patients who could benefit most from the use. Routine prescribing of expensive new drugs increases the drug bill without additional health gain.
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Gleason PP, Williams C, Hrdy S, Hartwig SC, Lassen D. Medical and pharmacy expenditures after implementation of a cyclooxygenase-2 inhibitor prior authorization program. Pharmacotherapy 2005; 25:924-34. [PMID: 16006271 DOI: 10.1592/phco.2005.25.7.924] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
STUDY OBJECTIVE To evaluate the effects of a cyclooxygenase (COX)-2 inhibitor prior authorization (PA) program on direct medical and pharmacy costs. DESIGN Prospective, pre- and postimplementation cohort study with reference group. SETTING Large corporation in the Midwest. PATIENTS Of 26,375 continuously enrolled members, 737 used a COX-2 inhibitor in the 3 months before January 1, 2003, when the PA program was implemented. MEASUREMENT AND MAIN RESULTS The PA program limits coverage for a COX-2 inhibitor to members with a documented risk for a nonselective nonsteroidal antiinflammatory drug (NSAID)-induced gastrointestinal adverse event. All pharmacy and medical claims and costs were analyzed from the payer's perspective for a 15-month period. Separate pharmacy cost comparisons and medical cost comparisons were made between the 3-month quarter before PA program implementation and each follow-up quarter after PA program implementation. In the 3 months after PA program implementation, 620 (84.1%) of 737 members had no claims for a COX-2 inhibitor, and during this period their pharmacy and medical costs initially declined 40.0% (p < 0.001) and 18.7% (p < 0.001), respectively, and remained significantly lower. Among a subgroup of 156 members who tried to fill a COX-2 inhibitor prescription but were denied coverage, pharmacy and medical costs initially declined, 48.1% (p < 0.001) and 10.3% (p < 0.001), respectively, with pharmacy costs remaining significantly lower; however, overall medical expenditures increased, then returned to baseline. No change was noted in physician outpatient encounters, and two members had an emergency department visit for abdominal pain with no gastrointestinal ulcerations or bleeds during the 12-month follow-up. CONCLUSION Among members denied coverage for a COX-2 inhibitor after implementation of a PA program, pharmacy costs declined without a medical cost increase associated with gastrointestinal diagnoses.
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Affiliation(s)
- Patrick P Gleason
- Medical and Pharmacy Integration Services, Prime Therapeutics, LLC, Eagan, Minnesota 55121, USA.
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Good CB, Kelley CL. The Vioxx debacle revisited. Am J Med 2005; 118:1055-6; author reply 1056-7. [PMID: 16164902 DOI: 10.1016/j.amjmed.2005.04.020] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/07/2005] [Accepted: 04/19/2005] [Indexed: 11/22/2022]
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Chang J, Kauf TL, Mahajan S, Jordan JM, Kraus VB, Vail TP, Reed SD, Omar MA, Kahler KH, Schulman KA. Impact of disease severity and gastrointestinal side effects on the health state preferences of patients with osteoarthritis. ACTA ACUST UNITED AC 2005; 52:2366-75. [PMID: 16052538 DOI: 10.1002/art.21227] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
OBJECTIVE To describe the health state preferences of patients with osteoarthritis (OA) according to the level of pain and disability and the extent of gastrointestinal side effects from nonsteroidal antiinflammatory drugs (NSAIDs). METHODS Using combinations of 5 OA health states (4 specifying medication use) and 6 gastrointestinal side effect profiles, we developed 25 scenarios. In an Internet survey, adults with OA evaluated 5 randomly chosen health state-side effect scenarios (in addition to scenarios for congestive heart failure and wearing dentures, as benchmarks). They rated the scenarios on a 0-100 scale, in which 100 corresponds to best imaginable health. Unadjusted mean ratings were calculated using a difference-in-difference approach. A generalized linear model was used to estimate the effects of disease severity and side effect severity on the ratings, after controlling for patient characteristics. RESULTS A total of 4,386 respondents whose mean age was 55.3 years, of whom 3,107 (70.8%) were women and 4,007 (91.4%) were white, completed the survey. Mean adjusted ratings for health state-side effect scenarios ranged from 94.9 for the mildest scenario to 25.3 for the most severe scenario. Severity of NSAID side effects had a greater negative influence on the ratings in milder OA states than in more severe OA states. Ratings were lower among men (P < 0.001) and among respondents with OA pain in the previous 24 hours (P < 0.001). Disease severity had a greater effect on ratings than did side effect severity. CONCLUSION Patients consider pain and functional limitations associated with OA to be important determinants of well-being. Future research should attempt to determine whether patients prefer reductions in their OA-related pain and disability over improvements in treatment side effect profiles.
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Affiliation(s)
- Jane Chang
- Duke University Medical Center, Durham, NC 27715, USA
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Carracedo Martínez E. Utilización de inhibidores de la ciclooxigenasa 2. Aten Primaria 2005; 36:54-5. [PMID: 15946621 PMCID: PMC7676046 DOI: 10.1157/13075937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
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Zacharias M, De Silva RK, Herbison P, Templer P. A randomized crossover trial of tenoxicam compared with rofecoxib for postoperative dental pain control. Anaesth Intensive Care 2005; 32:770-4. [PMID: 15648986 DOI: 10.1177/0310057x0403200607] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Two non-steroidal anti-inflammatory drugs, tenoxicam and rofecoxib, were compared for the control of postoperative pain following surgical extraction of bilaterally and symmetrically impacted wisdom teeth performed under intravenous sedation and local anaesthesia. Thirty-five young fit adult patients received each analgesic treatment for four days in a randomized, crossover design. The results suggest statistically better pain relief for the selective COX-2 inhibitor rofecoxib compared to tenoxicam, a traditional NSAID. There were side-effects with both treatments. Abdominal discomfort was significantly more common following rofecoxib compared to tenoxicam. Both analgesics were acceptable to most participants in the trial.
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Affiliation(s)
- M Zacharias
- Dunedin School of Medicine and School of Dentistry, University of Otago, Dunedin, New Zealand
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