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Anderson C, Winn AN, Dusetzina SB, Nichols HB. Endocrine Therapy Initiation among Older Women with Ductal Carcinoma In Situ. J Cancer Epidemiol 2017; 2017:6091709. [PMID: 29056966 PMCID: PMC5615957 DOI: 10.1155/2017/6091709] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Accepted: 08/14/2017] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND Although treatment of ductal carcinoma in situ (DCIS) is controversial, national guidelines recommend considering endocrine therapy for women with estrogen receptor- (ER-) positive DCIS or those undergoing breast conserving surgery (BCS) without radiation. We evaluated uptake and predictors of endocrine therapy use among older women with DCIS. METHODS In the SEER-Medicare database, we identified women aged 65+ years diagnosed with DCIS during 2007-2011. We evaluated demographic, tumor, and treatment characteristics associated with endocrine therapy initiation. RESULTS Among 2,945 women with DCIS, 41% initiated endocrine therapy (66% tamoxifen, 34% aromatase inhibitors). Initiation was more common among women with ER-positive than ER-negative DCIS (48% versus 16%; HR = 3.75, 95% CI: 2.91-4.83); 28% of women with unknown ER status initiated endocrine therapy. Initiation was less common after BCS alone compared to BCS with radiation (32% versus 50%; HR = 0.69, 95% CI: 0.59-0.80). CONCLUSIONS Less than half of older women with DCIS initiate endocrine therapy to prevent second breast cancers. Our findings suggest use was more common, but not exclusive, among women with ER-positive DCIS, but not among women who underwent BCS alone. Endocrine therapy should be targeted toward patients most likely to benefit from its use.
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Abstract
PURPOSE OF REVIEW The Food and Drug Administration (FDA) is responsible for assuring the safety, effectiveness, and quality of medical devices in the USA. Extensive review times coupled with the demand for necessary treatments have prompted the policymakers to implement measures to speed medical devices to market.The purpose of this review is to summarize the evolution of the regulatory pathways through which medical devices utilized in diabetes care gain market access. RECENT FINDINGS Regulatory pathways, ranging from premarket notification to premarket approval, require distinct, yet necessary ("least burdensome") evidence demonstrating a device's safety and effectiveness. Collaboration between manufacturers, regulators, and patients has resulted in the development and approval of novel diabetes care devices, including the first hybrid closed-loop artificial pancreas. Policy provisions, ranging from the least burdensome approach to the "breakthrough device" expedited pathway, aim to balance innovation, access, and safety. Clinicians must be aware of the evolving regulatory landscape and play an active role in enhancing patient safety.
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Winn AN, Keating NL, Dusetzina SB. Reply to E. Ritchie et al. J Clin Oncol 2017; 35:1745-1746. [PMID: 28524775 DOI: 10.1200/jco.2016.72.0037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
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Chou YT, Winn AN, Rosenstein DL, Dusetzina SB. Assessing disruptions in adherence to antidepressant treatments after breast cancer diagnosis. Pharmacoepidemiol Drug Saf 2017; 26:676-684. [PMID: 28317314 DOI: 10.1002/pds.4198] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2016] [Revised: 02/16/2017] [Accepted: 02/20/2017] [Indexed: 01/03/2023]
Abstract
PURPOSE Long-term treatment with antidepressants can lessen the symptoms of depression, but health-related crises-such as a cancer diagnosis-may disrupt ongoing depression care. The study aims to estimate the effect of receiving a breast cancer diagnosis on antidepressant adherence among women with depression. METHODS Using SEER-Medicare administrative claims, we identified women aged 65+ with newly diagnosed breast cancer between 2008 and 2011, who were diagnosed with depression and used antidepressants during the year before pre-diagnosis year. We compared antidepressant adherence among women with breast cancer to similar women without cancer using generalized estimation equations. Antidepressant adherence was estimated using the proportion of days covered 1 year before and after the index date. RESULTS We included 1142 women with breast cancer and pre-existing depression and 1142 matched non-cancer patients with pre-existing depression. Mean antidepressant adherence was similar for both groups in the year before and after the index date (all around 0.71); adherence decreased by approximately 0.01 following breast cancer diagnosis in cancer group, with similar reductions among non-cancer group (p = 0.19). However, substantial proportion of patients had inadequate adherence to antidepressants in the post-diagnosis period, and almost 40% of patients in each group discontinued antidepressants over the study period. CONCLUSIONS Antidepressant adherence was not associated with receiving a breast cancer diagnosis beyond what would have been expected in a similar cohort of women without cancer; however, adherence was poor among both groups. Ensuring adequate ongoing depression care is important to improve cancer care and patient quality of life in the long term. Copyright © 2017 John Wiley & Sons, Ltd.
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Winn AN, Keating NL, Dusetzina SB. Factors Associated With Tyrosine Kinase Inhibitor Initiation and Adherence Among Medicare Beneficiaries With Chronic Myeloid Leukemia. J Clin Oncol 2016; 34:4323-4328. [PMID: 27998234 DOI: 10.1200/jco.2016.67.4184] [Citation(s) in RCA: 86] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
Purpose There is substantial concern surrounding affordability of orally administered anticancer therapies, particularly for Medicare beneficiaries. We examined rates of initiation and adherence to tyrosine kinase inhibitors (TKIs) among Medicare beneficiaries with chronic myeloid leukemia (CML) with and without cost-sharing subsidies. We selected TKIs given their effectiveness and strong indication for use among patients diagnosed with CML. Patients and Methods Using SEER-Medicare data, we identified individuals diagnosed with CML from 2007 to 2011. We used Cox proportional hazards regression to assess time from diagnosis to TKI initiation. We used generalized estimating equations to examine treatment initiation within 180 days and TKI adherence among initiators. We defined adherence as at least 80% of days covered during the 6 months after TKI initiation. Results Among 393 individuals diagnosed with CML from 2007 to 2011, 68% initiated TKI treatment within 180 days after diagnosis. In multivariate analysis, individuals with cost-sharing subsidies, younger age, lower comorbidity, and later year of diagnosis were significantly more likely to initiate TKIs. Among TKI initiators, 61% were adherent; adherence was lower for individuals age 80 years or older versus 66 to 69 years. Conclusion Only 68% of Medicare beneficiaries with CML initiated TKI therapy within 6 months of diagnosis. Delayed initiation among individuals without cost-sharing subsidies suggests that out-of-pocket costs may be a barrier to timely initiation of therapy among individuals diagnosed with CML.
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Aarnio E, Martikainen J, Winn AN, Huupponen R, Vahtera J, Korhonen MJ. Socioeconomic Inequalities in Statin Adherence Under Universal Coverage: Does Sex Matter? Circ Cardiovasc Qual Outcomes 2016; 9:704-713. [PMID: 27756795 DOI: 10.1161/circoutcomes.116.002728] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/03/2016] [Accepted: 08/31/2016] [Indexed: 12/22/2022]
Abstract
BACKGROUND Previous research shows that low socioeconomic position (SEP; especially low income) is associated with statin nonadherence. We investigated the relationship between SEP and statin adherence in a country with universal coverage using group-based trajectory modeling in addition to the proportion of days covered. METHODS AND RESULTS Using data from Finnish healthcare registers, we identified 116 846 individuals, aged 45 to 75 years, who initiated statin therapy for primary prevention of cardiovascular disease. We measured adherence as proportion of days covered over an 18-month period since initiation and identified different adherence patterns based on monthly adherence with group-based trajectory modeling. When adjusted for age, marital status, residential area, clinical characteristics, and copayment, low SEP was associated with statin nonadherence (proportion of days covered <80%) among men (eg, lowest versus highest income quintile: odds ratio, 1.41; 95% confidence interval, 1.32-1.50; basic versus higher-degree education: odds ratio, 1.18; 95% confidence interval, 1.13-1.24; unemployment versus employment: odds ratio, 1.17; 95% confidence interval, 1.10-1.25). Among women, the corresponding associations were different (P<0.001 for sex-by-income quintile, sex-by-education level, and sex-by-labor market status interactions) and mainly nonsignificant. Results based on adherence trajectories showed that men in low SEP were likely to belong to trajectories presenting a fast decline in adherence. CONCLUSIONS Low SEP was associated with overall and rapidly increasing statin nonadherence among men. Conversely, in women, associations between SEP and nonadherence were weak and inconsistent. Group-based trajectory modeling provided insight into the dynamics of statin adherence and its association with SEP.
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Winn AN, Dusetzina SB. The association between trajectories of endocrine therapy adherence and mortality among women with breast cancer. Pharmacoepidemiol Drug Saf 2016; 25:953-9. [PMID: 27125337 DOI: 10.1002/pds.4012] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2015] [Revised: 02/26/2016] [Accepted: 03/21/2016] [Indexed: 12/22/2022]
Abstract
PURPOSE Studies examining adherence to endocrine therapy (ET) and breast cancer-related outcomes have traditionally used the proportion of days covered (PDC) by medication to define adherence which may mask true treatment-outcome associations for patients with different medication use behaviors. We use group-based trajectory models to examine the association between ET adherence patterns and mortality compared to a standard PDC adherence measure. METHODS Using Surveillance, Epidemiology and End Results-Medicare data we included 9492 women with breast cancer who initiated ET between 2007 and 2010. We excluded women who died/recurred in the 12 months after ET initiation. We used monthly group-based trajectory models to characterize longitudinal adherence patterns and adjusted Cox proportional hazard models to estimate the association between ET adherence and mortality, comparing trajectory-based adherence to traditional PDC-based measures. RESULTS Trajectory models identified five adherence groups: (i) high (56.2%); (ii) quick decline (9.5%); (iii) moderate decline (7.9%); (iv) quick decline, then increase (16.0%); and (v) slow decline (10.5%). Mortality was significantly associated with group assignment; compared to the high adherers, there was a significantly higher risk of death among quick declines (HR = 1.41, 95%CI = 1.09-1.72) and moderate declines (HR = 1.25, 95%CI = 1.00-1.55). Using the standard PDC adherence measure women with adherence <80% over the year had a higher risk of death than those with adherence ≥80% (HR = 1.21, 95%CI = 1.06-1.38). CONCLUSIONS Defining ET adherence using trajectory models improved adherence measurement. These models could inform clinical practice by helping to identify common adherence patterns, potential areas for intervention and better isolate adherence-related outcomes in comparative effectiveness studies. Copyright © 2016 John Wiley & Sons, Ltd.
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Winn AN, Ekwueme DU, Guy GP, Neumann PJ. Cost-Utility Analysis of Cancer Prevention, Treatment, and Control: A Systematic Review. Am J Prev Med 2016; 50:241-8. [PMID: 26470806 PMCID: PMC5846573 DOI: 10.1016/j.amepre.2015.08.009] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/13/2015] [Revised: 07/27/2015] [Accepted: 08/04/2015] [Indexed: 02/05/2023]
Abstract
CONTEXT Substantial innovation related to cancer prevention and treatment has occurred in recent decades. However, these innovations have often come at a significant cost. Cost-utility analysis provides a useful framework to assess if the benefits from innovation are worth the additional cost. This systematic review on published cost-utility analyses related to cancer care is from 1988 through 2013. Analyses were conducted in 2013-2015. EVIDENCE ACQUISITION This review analyzed data from the Tufts Medical Center Cost-Effectiveness Analysis Registry (www.cearegistry.org), a comprehensive registry with detailed information on 4,339 original cost-utility analyses published in the peer-reviewed medical and economic literature through 2013. EVIDENCE SYNTHESIS There were 721 cancer-related cost-utility analyses published from 1998 through 2013, with roughly 12% of studies focused on primary prevention and 17% focused on secondary prevention. The most often studied cancers were breast cancer (29%); colorectal cancer (11%); and prostate cancer (8%). The median reported incremental cost-effectiveness ratios (in 2014 U.S. dollars) were $25,000 for breast cancer, $24,000 for colorectal cancer, and $34,000 for prostate cancer. CONCLUSIONS The current evidence indicates that there are many interventions that are cost effective across cancer sites and levels of prevention. However, the results highlight the relatively small number of cancer cost-utility analyses devoted to primary prevention compared with secondary or tertiary prevention.
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Shah GL, Winn AN, Lin PJ, Klein A, Sprague KA, Smith HP, Buchsbaum R, Cohen JT, Miller KB, Comenzo R, Parsons SK. Cost-Effectiveness of Autologous Hematopoietic Stem Cell Transplantation for Elderly Patients with Multiple Myeloma using the Surveillance, Epidemiology, and End Results-Medicare Database. Biol Blood Marrow Transplant 2015; 21:1823-9. [PMID: 26033281 PMCID: PMC4933291 DOI: 10.1016/j.bbmt.2015.05.013] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2014] [Accepted: 05/14/2015] [Indexed: 12/22/2022]
Abstract
In the past decade, the number of autologous hematopoietic stem cell transplants (Auto HSCT) for older patients with multiple myeloma (MM) has increased dramatically, as has the cost of transplantation. The cost-effectiveness of this modality in patients over age 65 is unclear. Using the Surveillance, Epidemiology, and End Results-Medicare database to create a propensity-score matched sample of patients over age 65 between 2000 and 2007, we compared the survival and cost for those who received Auto HSCT to those who did not undergo transplantation but survived at least 6 months after diagnosis, and we calculated an incremental cost-effectiveness ratio (ICER). Two hundred seventy patients underwent transplantation. Median overall survival from diagnosis in those who underwent transplantation was significantly longer than in patients who did not (58 months versus 37 months, P < .001). For patients living longer than 2 years, the median monthly cost during the first year was significantly different, but the middle and last year of life costs were similar. The median cost of the first 100 days after transplantation was $60,000 (range, $37,000 to $85,000). The resultant ICER was $72,852 per life-year gained. Survival after transplantation was comparable to that in those who underwent transplantation patients under 65 years and significantly longer than older patients who did not undergo transplantation. With an ICER less than $100,000/life-year gained, Auto HSCT is cost-effective when compared with nontransplantation care in the era of novel agents and should be considered, where clinically indicated, for patients over the age of 65.
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Dusetzina SB, Ellis S, Freedman RA, Conti RM, Winn AN, Chambers JD, Alexander GC, Huskamp HA, Keating NL. How Do Payers Respond to Regulatory Actions? The Case of Bevacizumab. J Oncol Pract 2015; 11:313-8. [PMID: 26060224 DOI: 10.1200/jop.2015.004218] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE In February 2008, the US Food and Drug Administration (FDA) granted accelerated approval for bevacizumab for metastatic breast cancer. After public hearings in July 2010, and June 2011, the FDA revoked this approved indication in November 2011, on the basis of additional evidence regarding its risk/benefit profile. The Centers for Medicare and Medicaid Services, local Medicare contractors, and commercial payers varied in their stated intentions to cover bevacizumab after FDA's regulatory actions. We examined payer-specific trends in bevacizumab use after the FDA's regulatory actions. METHODS We used outpatient medical claims compiled by IMS Health to evaluate trends in bevacizumab use for breast cancer for Medicare-insured and commercially insured patients (N = 102,906) using segmented regression. Given that Medicare coverage policies may vary across regional contractors, we estimated trends in bevacizumab use across 10 local coverage areas. In a sensitivity analysis, we estimated trends in bevacizumab use for breast cancer compared with trends in use for lung cancer using difference-in-differences models. RESULTS Among chemotherapy infusions for breast cancer, bevacizumab use decreased from 31% in July 2010, to 4% in September 2012. Use decreased by 11% among commercially insured and 13% among Medicare-insured patients after July 2010 (interaction P = .68) and continued to decline by 9% per month (interaction P = .61). We observed no contractor-level variation in bevacizumab use among Medicare beneficiaries. During the same period, bevacizumab use for lung cancer was stable. CONCLUSION Although insurers varied in public statements regarding coverage intentions, bevacizumab use declined similarly among all payers, suggesting that provider decision making, rather than payer-specific coverage policies, drove reductions.
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Winn AN, Shah GL, Cohen JT, Lin PJ, Parsons SK. The real world effectiveness of hematopoietic transplant among elderly individuals with multiple myeloma. J Natl Cancer Inst 2015; 107:djv139. [PMID: 26023094 DOI: 10.1093/jnci/djv139] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2014] [Accepted: 04/23/2015] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Hematopoietic stem cell transplant (HSCT) is the preferred treatment for young patients with multiple myeloma (MM), but for older adults there is limited evidence on its effectiveness from clinical trials. METHODS We used the Surveillance, Epidemiology, and End Results (SEER)-Medicare database to identify individuals age 66 years and older with multiple myeloma (MM) who were diagnosed between 2000 and 2007. We used traditional multivariable analysis, propensity score-based analysis, coarsened exact matching, and an instrumental variable analysis to compare survival for individuals who did or did not receive an hematopoietic stem cell transplant. Survival was measured by Cox proportional hazard models. All statistical tests were two-sided. RESULTS Patients with MM receiving an HSCT were more likely to be white, married, younger, and have fewer comorbidities. Results from all analytic techniques consistently showed that HSCT statistically significantly improved survival, with hazard ratios (HRs) ranging from 0.531 to 0.608 (traditional multivariable analysis: HR = 0.582, 95% confidence interval [CI] = 0.49 to 0.69; propensity score analysis: HR = 0.572, 95% CI = 0.46 to 0.72; coarsened exact matching: HR = 0.608, 95% CI = 0.49 to 0.76; instrumental variable analysis: HR = 0.531, 95% CI = 0.36 to 0.78, all P values ≤ .001). CONCLUSIONS Overall survival has increased among patients with MM receiving HSCT. This finding was consistent across statistical methods, indicating robustness of our findings.
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Saret CJ, Winn AN, Shah G, Parsons SK, Lin PJ, Cohen JT, Neumann PJ. Value of innovation in hematologic malignancies: a systematic review of published cost-effectiveness analyses. Blood 2015; 125:1866-9. [PMID: 25655601 PMCID: PMC4366623 DOI: 10.1182/blood-2014-07-592832] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2014] [Accepted: 12/15/2014] [Indexed: 01/05/2023] Open
Abstract
We analyzed cost-effectiveness studies related to hematologic malignancies from the Tufts Medical Center Cost-Effectiveness Analysis Registry (www.cearegistry.org), focusing on studies of innovative therapies. Studies that met inclusion criteria were categorized by 4 cancer types (chronic myeloid leukemia, chronic lymphocytic leukemia, non-Hodgkin lymphoma, and multiple myeloma) and 9 treatment agents (interferon-α, alemtuzumab, bendamustine, bortezomib, dasatinib, imatinib, lenalidomide, rituximab alone or in combination, and thalidomide). We examined study characteristics and stratified cost-effectiveness ratios by type of cancer, treatment, funder, and year of study publication. Twenty-nine studies published in the years 1996-2012 (including 44 cost-effectiveness ratios) met inclusion criteria, 22 (76%) of which were industry funded. Most ratios fell below $50,000 per quality-adjusted life-years (QALY) (73%) and $100,000/QALY (86%). Industry-funded studies (n = 22) reported a lower median ratio ($26,000/QALY) than others (n = 7; $33,000/QALY), although the difference was not statistically significant. Published data suggest that innovative treatments for hematologic malignancies may provide reasonable value for money.
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Zhong Y, Lin PJ, Cohen JT, Winn AN, Neumann PJ. Cost-utility analyses in diabetes: a systematic review and implications from real-world evidence. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2015; 18:308-14. [PMID: 25773567 DOI: 10.1016/j.jval.2014.12.004] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2014] [Revised: 11/21/2014] [Accepted: 12/01/2014] [Indexed: 05/19/2023]
Abstract
OBJECTIVES To systematically review the cost-effectiveness of diabetes interventions, identify high-value diabetes services, and estimate potential gains from increasing their utilization. METHODS The study consisted of two steps. First, we reviewed cost-utility analyses (CUAs) related to diabetes published through the end of 2012, using the Tufts Medical Center Cost-Effectiveness Analysis Registry (www.cearegistry.org). We used logistic regression to examine factors independently associated with favorable cost-effective ratios. Second, we used the Humedica electronic medical records to estimate potential savings and health benefits gained by shifting patients currently receiving low-value services to high-value alternatives. RESULTS We identified 196 diabetes CUAs, of which 55% examined pharmaceuticals. Most (70%) diabetes CUAs focused on treatment rather than prevention. Most used a health care payer perspective and were industry-sponsored. Of the 497 published cost-utility ratios, 82% examined an intervention recommended by diabetes guidelines. Approximately 73% of the interventions were cost-saving or below $50,000 per quality-adjusted life-year. Logistic regression analysis showed that higher-quality CUAs, CUAs conducted from the US perspective, surgical interventions, and guideline-recommended interventions were more likely to report favorable ratios. Of the 7907 eligible patients with diabetes in our sample, up to 7117 could in principle be shifted to cost-saving treatments, reducing costs by $12.5 million and gaining more than 1938 quality-adjusted life-years over a lifetime. CONCLUSIONS Most diabetes interventions evaluated by CUAs are recommended by practice guidelines and may provide good value for money. Our results indicate that patients with diabetes and the health care system could potentially benefit from shifting to the greater use of high-value services.
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Naylor RN, John PM, Winn AN, Carmody D, Greeley SAW, Philipson LH, Bell GI, Huang ES. Cost-effectiveness of MODY genetic testing: translating genomic advances into practical health applications. Diabetes Care 2014; 37:202-9. [PMID: 24026547 PMCID: PMC3867988 DOI: 10.2337/dc13-0410] [Citation(s) in RCA: 85] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE To evaluate the cost-effectiveness of a genetic testing policy for HNF1A-, HNF4A-, and GCK-MODY in a hypothetical cohort of type 2 diabetic patients 25-40 years old with a MODY prevalence of 2%. RESEARCH DESIGN AND METHODS We used a simulation model of type 2 diabetes complications based on UK Prospective Diabetes Study data, modified to account for the natural history of disease by genetic subtype to compare a policy of genetic testing at diabetes diagnosis versus a policy of no testing. Under the screening policy, successful sulfonylurea treatment of HNF1A-MODY and HNF4A-MODY was modeled to produce a glycosylated hemoglobin reduction of -1.5% compared with usual care. GCK-MODY received no therapy. Main outcome measures were costs and quality-adjusted life years (QALYs) based on lifetime risk of complications and treatments, expressed as the incremental cost-effectiveness ratio (ICER) (USD/QALY). RESULTS The testing policy yielded an average gain of 0.012 QALYs and resulted in an ICER of 205,000 USD. Sensitivity analysis showed that if the MODY prevalence was 6%, the ICER would be ~50,000 USD. If MODY prevalence was >30%, the testing policy was cost saving. Reducing genetic testing costs to 700 USD also resulted in an ICER of ~50,000 USD. CONCLUSIONS Our simulated model suggests that a policy of testing for MODY in selected populations is cost-effective for the U.S. based on contemporary ICER thresholds. Higher prevalence of MODY in the tested population or decreased testing costs would enhance cost-effectiveness. Our results make a compelling argument for routine coverage of genetic testing in patients with high clinical suspicion of MODY.
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Dusetzina SB, Winn AN, Abel GA, Huskamp HA, Keating NL. Cost sharing and adherence to tyrosine kinase inhibitors for patients with chronic myeloid leukemia. J Clin Oncol 2013; 32:306-11. [PMID: 24366936 DOI: 10.1200/jco.2013.52.9123] [Citation(s) in RCA: 402] [Impact Index Per Article: 36.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE The introduction of imatinib, a tyrosine kinase inhibitor (TKI), has greatly increased survival for patients with chronic myeloid leukemia (CML). Conversely, nonadherence to imatinib and other TKIs undoubtedly results in disease progression and treatment resistance. We examined trends in imatinib expenditures from 2002 to 2011 and assessed the association between copayment requirements for imatinib and TKI adherence. PATIENTS AND METHODS We used MarketScan health plan claims from 2002 to 2011 to identify adults (age 18 to 64 years) with CML who initiated imatinib therapy between January 1, 2002, and June 30, 2011, and had insurance coverage for at least 3 months before through 6 months after initiation (N = 1,541). Primary outcomes were TKI discontinuation and nonadherence. The primary independent variable was out-of-pocket cost for a 30-day supply of imatinib. By using a propensity-score weighted sample, we estimated the risk of discontinuation and nonadherence for patients with higher (top quartile) versus lower copayments. RESULTS Monthly copayments for imatinib averaged $108; median copayments were $30 (range, $0 to $4,792). Mean total monthly expenditures for imatinib nearly doubled between 2002 and 2011, from $2,798 to $4,892. Approximately 17% of patients with higher copayments and 10% with lower copayments discontinued TKIs during the first 180 days following initiation (adjusted risk ratio [aRR], 1.70; 95% CI, 1.30 to 2.22). Similarly, patients with higher copayments were 42% more likely to be nonadherent (aRR, 1.42; 95% CI, 1.19 to 1.69). CONCLUSION Patients with higher copayments are more likely to discontinue or be nonadherent to TKIs. Given the importance of these therapies for patients with CML, our data suggest a critical need to reduce patient costs for these therapies.
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Greeley SAW, John PM, Winn AN, Ornelas J, Lipton RB, Philipson LH, Bell GI, Huang ES. The cost-effectiveness of personalized genetic medicine: the case of genetic testing in neonatal diabetes. Diabetes Care 2011; 34:622-7. [PMID: 21273495 PMCID: PMC3041194 DOI: 10.2337/dc10-1616] [Citation(s) in RCA: 63] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
OBJECTIVE Neonatal diabetes mellitus is a rare form of diabetes diagnosed in infancy. Nearly half of patients with permanent neonatal diabetes have mutations in the genes for the ATP-sensitive potassium channel (KCNJ11 and ABCC8) that allow switching from insulin to sulfonylurea therapy. Although treatment conversion has dramatic benefits, the cost-effectiveness of routine genetic testing is unknown. RESEARCH DESIGN AND METHODS We conducted a societal cost-utility analysis comparing a policy of routine genetic testing to no testing among children with permanent neonatal diabetes. We used a simulation model of type 1 diabetic complications, with the outcome of interest being the incremental cost-effectiveness ratio (ICER, $/quality-adjusted life-year [QALY] gained) over 30 years of follow-up. RESULTS In the base case, the testing policy dominated the no-testing policy. The testing policy was projected to bring about quality-of-life benefits that enlarged over time (0.32 QALYs at 10 years, 0.70 at 30 years) and produced savings in total costs that were present as early as 10 years ($12,528 at 10 years, $30,437 at 30 years). Sensitivity analyses indicated that the testing policy would remain cost-saving as long as the prevalence of the genetic defects remained >3% and would retain an ICER <$200,000/QALY at prevalences between 0.7 and 3%. CONCLUSIONS Genetic testing in neonatal diabetes improves quality of life and lowers costs. This paradigmatic case study highlights the potential economic impact of applying the concepts of personalized genetic medicine to other disorders in the future.
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