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Martin AP, Ferri Grazzi E, Mighiu C, Chevli M, Shah F, Maher L, Shaikh A, Sagar A, Hubberstey H, Franks B, Ramos-Goñi JM, Oppe M, Tang D. Health state utilities for beta-thalassemia: a time trade-off study. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2023; 24:27-38. [PMID: 35347553 PMCID: PMC9876862 DOI: 10.1007/s10198-022-01449-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 03/25/2021] [Accepted: 02/21/2022] [Indexed: 06/14/2023]
Abstract
BACKGROUND Beta-thalassemia (BT) is an inherited blood disorder characterized by reduced levels of functional hemoglobin resulting in phenotypes ranging from clinically asymptomatic to severely anemic. Patients with BT may require lifelong regular blood transfusions supported by appropriate iron chelation therapy (ICT). This study aimed to determine how the UK general population values BT health states associated with differing transfusion burden and ICT. METHODS Composite time trade-off (cTTO) methodology was employed to elicit health state utilities in BT. Relevant BT literature related to symptom and quality-of-life impact, including physical, functional, and emotional well-being, and safety profiles of BT treatments were considered when drafting health state descriptions. Eleven health state descriptions were developed and validated by hematologists and patient advocates for clinical accuracy and completeness. 200 individuals from the UK general population participated in the cTTO interviews. RESULTS The mean age of participants was 41.50 years (SD 16.01, range 18-81); 88 (46.8%) were female. Utility values ranged from 0.78 (SD 0.34) for non-transfusion dependent BT with oral ICT to 0.37 (SD 0.50) for high transfusion burden with subcutaneous ICT in transfusion-dependent BT. CONCLUSIONS This study provides health utilities for a range of BT health states from the UK general population perspective. Importantly, lower transfusion burden and lower burden of anemia were associated with higher utilities. To a lesser extent, differential modes of ICT were found to impact utility valuations in patients with BT. The utilities obtained in this study can be employed as inputs in cost-effectiveness analyses of BT therapies.
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Affiliation(s)
| | | | | | - Manoj Chevli
- Celgene Ltd, a Bristol-Myers Squibb Company, Uxbridge, UK
| | | | - Louise Maher
- Celgene Ltd, a Bristol-Myers Squibb Company, Uxbridge, UK
| | | | | | | | | | - Juan M Ramos-Goñi
- Formerly Axentiva Solutions, Tacoronte, Santa Cruz de Tenerife, Spain
| | - Mark Oppe
- Formerly Axentiva Solutions, Tacoronte, Santa Cruz de Tenerife, Spain
| | - Derek Tang
- Bristol Myers Squibb, Princeton, NJ, USA
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2
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Mozessohn L, Cheung MC, Mittmann N, Earle CC, Liu N, Buckstein R. Real-World Costs of Azacitidine Treatment in Patients With Higher-Risk Myelodysplastic Syndromes/Low Blast-Count Acute Myeloid Leukemia. JCO Oncol Pract 2020; 17:e517-e525. [PMID: 32956005 DOI: 10.1200/op.20.00446] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
PURPOSE Azacitidine (AZA) is a standard of care for higher-risk myelodysplastic syndrome (MDS)/low blast-count acute myeloid leukemia (AML). Despite this, there is a paucity of data on the real-world health care resource utilization costs of AZA in this population. METHODS We linked the Ontario AZA MDS registry-higher-risk MDS/low blast-count AML-to population-based health system administrative databases. Patients were observed for 24 months after first AZA and censored at the earliest of 90 days after last AZA, date of death, time of AML induction/stem-cell transplantation, or March 31, 2016. Costs (2015 Canadian dollars) were expressed as standardized mean and median 28-day costs. Univariable quantile regression was used to explore the association of baseline patient and disease characteristics and median cost. Multivariable quantile regression was used to explore predictors of median costs. RESULTS Among 877 patients in the registry, mean standardized 28-day cost per patient was $17,638 (median, $15,272; interquartile range [IQR], $11,869-$19,580) and $13,450 (median, $11,043; IQR, $7,981-$14,882) excluding the cost of AZA. Major nondrug drivers of cost were cancer clinic visits and inpatient care (mean standardized 28-day cost, $4,631; median, $1,558; IQR, $238-$4,961). Transfusion dependence at AZA initiation (P = .001) and greater comorbid disease burden (P = .009) were independently associated with increased cost. CONCLUSION Our cohort of patients with uniformly higher-risk MDS/low blast-count AML treated with AZA demonstrates substantial costs of care above and beyond the cost of AZA alone. These results provide insight into the costs of AZA in the real world with implications for resource allocation.
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Affiliation(s)
- Lee Mozessohn
- Division of Hematology/Medical Oncology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Matthew C Cheung
- Division of Hematology/Medical Oncology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada.,Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - Nicole Mittmann
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada.,Department of Pharmacology and Toxicology, and Institute for Health, Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada
| | - Craig C Earle
- Division of Hematology/Medical Oncology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada.,Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - Ning Liu
- Institute for Clinical Evaluative Sciences, Toronto, Ontario, Canada
| | - Rena Buckstein
- Division of Hematology/Medical Oncology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
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3
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Matza LS, Paramore LC, Stewart KD, Karn H, Jobanputra M, Dietz AC. Health state utilities associated with treatment for transfusion-dependent β-thalassemia. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2020; 21:397-407. [PMID: 31828456 PMCID: PMC7188724 DOI: 10.1007/s10198-019-01136-0] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/01/2019] [Accepted: 11/12/2019] [Indexed: 05/02/2023]
Abstract
OBJECTIVES Transfusion-dependent β-thalassemia (TDT) is a genetic disease that affects production of red blood cells. Conventional treatment involves regular red blood cell transfusions and iron chelation, which has a substantial impact on quality of life. While potentially curative, allogeneic hematopoietic stem cell transplantation (allo-HSCT) is associated with risk of complications, including graft-versus-host disease (GvHD). Gene addition therapy, a novel treatment approach, involves autologous transplantation of the patient's own genetically modified hematopoietic stem cells. The purpose of this study was to estimate utilities associated with treatment approaches for TDT. METHODS General population respondents in England valued eight health state vignettes (developed with clinician, patient, and parent input) in time trade-off interviews. RESULTS A total of 207 participants completed interviews (49.8% female; mean age = 43.2 years). Mean (SD) utilities for the pre-transplant health states were 0.73 (0.25) with oral chelation and 0.63 (0.32) with subcutaneous chelation. Mean utilities for the transplant year were 0.62 (0.35) for gene addition therapy, 0.47 (0.39) for allo-HSCT, and 0.39 (0.39) for allo-HSCT with acute GvHD. Post-transplant utilities were 0.93 (0.15) for transfusion independent, 0.75 (0.25) for 60% transfusion reduction, and 0.51 (0.38) for chronic GvHD. Acute and chronic GvHD were associated with significant disutility (acute = - 0.09, p < 0.0001; chronic = - 0.42, p < 0.0001). CONCLUSIONS Utilities followed expected patterns, with logical differences between treatment options for TDT and substantially greater utility for transfusion independence than for ongoing treatment involving transfusion and chelation. These utilities may be useful in cost-utility models estimating the value of treatments for TDT.
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Affiliation(s)
- Louis S. Matza
- Patient-Centered Research, Evidera, 7101 Wisconsin Avenue, Suite 1400, Bethesda, MD 20814 USA
| | | | - Katie D. Stewart
- Patient-Centered Research, Evidera, 7101 Wisconsin Avenue, Suite 1400, Bethesda, MD 20814 USA
| | - Hayley Karn
- Patient-Centered Research, Evidera, London, UK
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4
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Mozessohn L, Cheung MC, Mittmann N, Earle CC, Liu N, Buckstein R. Healthcare utilization in patients with higher-risk MDS/low-blast count AML treated with azacitidine in the ‘real-world’. Leuk Lymphoma 2020; 61:1445-1454. [DOI: 10.1080/10428194.2020.1723012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Affiliation(s)
- Lee Mozessohn
- Division of Hematology/Medical Oncology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada
| | - Matthew C. Cheung
- Division of Hematology/Medical Oncology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada
- Institute for Clinical Evaluative Sciences, Toronto, Canada
| | - Nicole Mittmann
- Cancer Care Ontario, Toronto, Canada
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada
| | - Craig C. Earle
- Division of Hematology/Medical Oncology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada
- Institute for Clinical Evaluative Sciences, Toronto, Canada
| | - Ning Liu
- Institute for Clinical Evaluative Sciences, Toronto, Canada
| | - Rena Buckstein
- Division of Hematology/Medical Oncology, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Canada
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5
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Bell JA, Galaznik A, Blazer M, Shih HC, Farrelly E, Ogbonnaya A, Eaddy M, Fram RJ, Faller DV. Economic Burden of Patients Treated for Higher-Risk Myelodysplastic Syndromes (HR-MDS) in Routine Clinical Care in the United States. PHARMACOECONOMICS - OPEN 2019; 3:237-245. [PMID: 30324565 PMCID: PMC6533351 DOI: 10.1007/s41669-018-0100-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
BACKGROUND AND OBJECTIVE Significant clinical burden is associated with higher-risk myelodysplastic syndromes (HR-MDS); however, the economic burden has not been fully examined. We examined cost of care and healthcare utilization (HCU) in HR-MDS patients engaged in routine care in the United States (US). METHODS Adult US patients diagnosed with HR-MDS from 1/1/2008 to 10/31/2015 were identified from the Optum database. Patients were followed until death, progression to acute myeloid leukemia (AML), end of enrollment, or end of study (12/31/2015). Myelodysplastic syndrome (MDS)-related costs/HCU (including medical/pharmacy claims with a primary diagnosis of MDS, MDS-related treatment, or supportive care) and non-MDS-related costs/HCU were evaluated. Costs were calculated as per-patient per-month (PPPM) costs adjusted to 2015 US dollars. RESULTS Of the 209 HR-MDS patients included, median follow-up was 9.9 months (interquartile range 4.6-17.9), and 69.4% had at least one inpatient admission, 56.9% had at least one emergency department visit, and nearly all patients had at least one outpatient visit. Average PPPM costs over follow-up were $17,361; year 1 versus year 2 costs were higher ($17,337 vs $12,976) following HR-MDS diagnosis. The majority of costs were for MDS-related medical services ($10,327 PPPM). MDS-related medical PPPM costs decreased from $10,557 (year 1) to $6530 (year 2). The main drivers of MDS-related medical costs and the decrease in year 2 were chemotherapy and supportive care costs. CONCLUSIONS The economic burden of HR-MDS is considerable, particularly within the first year of diagnosis. Treatment/supportive care costs accounted for a significant portion of MDS-related costs. As HR-MDS treatment evolves, the economic impact and HCU need to be further investigated.
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Affiliation(s)
- Jill A Bell
- Millennium Pharmaceuticals, Inc., Takeda Pharmaceuticals International Co., 40 Landsdowne Street, Cambridge, MA, 02139, USA.
| | - Aaron Galaznik
- Millennium Pharmaceuticals, Inc., Takeda Pharmaceuticals International Co., 40 Landsdowne Street, Cambridge, MA, 02139, USA
| | - Marlo Blazer
- Xcenda LLC, 4114 Woodlands Parkway, Suite 402, Palm Harbor, 34685, FL, USA
| | - Huai-Che Shih
- Xcenda LLC, 4114 Woodlands Parkway, Suite 402, Palm Harbor, 34685, FL, USA
| | - Eileen Farrelly
- Xcenda LLC, 4114 Woodlands Parkway, Suite 402, Palm Harbor, 34685, FL, USA
| | | | - Michael Eaddy
- Xcenda LLC, 4114 Woodlands Parkway, Suite 402, Palm Harbor, 34685, FL, USA
| | - Robert J Fram
- Millennium Pharmaceuticals, Inc., Takeda Pharmaceuticals International Co., 40 Landsdowne Street, Cambridge, MA, 02139, USA
| | - Douglas V Faller
- Millennium Pharmaceuticals, Inc., Takeda Pharmaceuticals International Co., 40 Landsdowne Street, Cambridge, MA, 02139, USA
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6
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Forsythe A, Brandt PS, Dolph M, Patel S, Rabe APJ, Tremblay G. Systematic review of health state utility values for acute myeloid leukemia. CLINICOECONOMICS AND OUTCOMES RESEARCH 2018; 10:83-92. [PMID: 29416365 PMCID: PMC5790088 DOI: 10.2147/ceor.s153286] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Background Cost-utility analyses for acute myeloid leukemia (AML) require health state utility values (HSUVs) in order to calculate quality-adjusted life-years (QALYs) for each health state. Aim This study reviewed AML-related HSUVs that could be used in economic evaluation studies. Materials and methods EMBASE, MEDLINE, and Cochrane databases were searched from January 2000 to November 2016 for relevant studies that reported quality of life (QoL) and HSUVs in AML. Identified relevant European Organization for Research and Treatment of Cancer Quality of Life Questionnaire Core 30 values were mapped to HSUVs. HSUVs for each health state in the AML treatment pathway were then collated. Results Ten relevant studies were identified. Six were cost-effectiveness analyses utilizing HSUVs for calculation of QALYs, one was an effectiveness analysis (incremental QALY), and two were QoL studies reporting AML-specific utilities. An additional study reported QoL for patients undergoing stem cell transplantation (SCT). Since no study reported HSUVs for relapse, values from a study of secondary AML patients who failed prior treatment for myelodysplastic syndrome were used. Where multiple HSUVs were available, collected values were given priority over assumed values. AML treatment (induction, consolidation, or SCT) was associated with decreased HSUV, while post-treatment complete remission led to increased HSUV. Conclusion There are some methodologically robust HSUVs that can be directly used in economic evaluations for AML. Careful interpretation is advised considering significant differences in methodologies and patient population (inclusion, size). We need to develop HSUVs with larger-sized studies, making greater use of condition-specific data.
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Affiliation(s)
| | | | | | - Sachin Patel
- Novartis Pharmaceuticals UK Limited, Frimley, Camberley, Surrey, UK
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7
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Lien K, Cheung MC, Chan KK. Adjusting for Drug Wastage in Economic Evaluations of New Therapies for Hematologic Malignancies: A Systematic Review. J Oncol Pract 2016; 12:e369-79. [DOI: 10.1200/jop.2015.005876] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Purpose: As costs of cancer care rise, there has been a shift to focus on value. Drug wastage affects costs to patients and health care systems without adding value. Historically, cost-effectiveness analyses have used models that assume no drug wastage; however, this may not reflect real-world practices. We sought to identify the frequency of drug wastage modeling in economic evaluations of modern parenteral therapies for hematologic malignancies. Methods: We conducted a systematic literature review of economic evaluations of new US Food and Drug Administration–approved parenteral chemotherapies with indications for the treatment of hematologic malignancies. The primary outcome of interest was the proportion of studies that modeled drug wastage in base-case analyses. If wastage was considered in primary analyses, we reported the impact of wastage on incremental cost-effectiveness ratios (ICERs) and drug acquisition costs. Results: Wastage was considered in base-case analyses in less than one third of all publications reviewed (12 of 38; 32%). Of these, two studies went on to complete sensitivity analyses and reported significant changes in the calculated ICER as a result. In one study, the ICER increased by 32%, and in the second, accounting for wastage changed a positive ICER to a dominant result. Conclusion: Potential costs associated with drug wastage are considered in only one third of modern cost-effectiveness models. The impact of wastage on calculated ICERs and drug acquisition costs is potentially substantial. The modeling of wastage in base-case and sensitivity analyses is recommended for future economic evaluations of new intravenous therapies for hematologic malignancies.
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Affiliation(s)
- Karen Lien
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Matthew C. Cheung
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Kelvin K.W. Chan
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
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8
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Abstract
BACKGROUND Several novel drugs are dramatically improving both lifespan and quality-of-life of patients with blood cancers. AIM Prolonged disease duration and increased treatment costs for hematologic malignancies impose a relevant economic burden onto healthcare services, despite the low incidence of blood cancers. Therefore, an appropriate paradigm for valuing 'innovation' is urgently required in order to refine pricing and reimbursement decisions. Cost-per-QALY-gained is still the standard metric for assessing the 'incremental' value of new drugs; however, the high number of 'comparator' therapies and the huge variety of treatment sequences make plain two-treatment comparisons sub-optimal, while multiple-treatment and multiple-sequence comparisons require complex and less-transparent decision models. A repository of standard backbones for decision models might allow benchmarking and comparability among cost-effectiveness analyses; however, an international effort is required to build it up. RESULTS Deontology recommends that hematologists act in optimizing healthcare resources while preserving patient-physician alliance, but clinical practice guidelines do not support doctors in balancing cost against clinical outcomes. Decision models of chronic blood cancers unexpectedly proved that cost might be an appropriate value for innovation if treatments avoided severe toxicity and further lines of treatments, despite the eventually long duration of treatment and the competing risk of death due to comorbidity and old age. CONCLUSION The improved transparency of decision models allows sharing of relevant structural and analytic parameters (i.e., time horizon, comparator treatments, hierarchy of end-point, assumptions, source of data, sub-group analyses) by stakeholders, physicians and patients, making health economics a noble 'translator' of values for innovation.
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Affiliation(s)
- Marchetti Monia
- a a Hematology Service, Oncology Unit, Hospital C. Massaia , Asti , Italy
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9
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Tseng E, Prica A, Zhang L, Mittmann N, Seung SJ, Callum J, Kim T, Wells RA, Buckstein R. Monthly blood transfusions decrease after four months of azacitidine. Vox Sang 2015; 109:163-7. [PMID: 25899763 DOI: 10.1111/vox.12266] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2014] [Revised: 02/01/2015] [Accepted: 02/05/2015] [Indexed: 01/13/2023]
Abstract
BACKGROUND AND OBJECTIVES Azacitidine (AZA) improves overall survival and transfusion independence in patients with myelodysplastic syndrome (MDS). We aimed to quantify the reduction in red blood cell (RBC) transfusions and to determine when this reduction occurs, in MDS patients treated with AZA. MATERIALS AND METHODS We performed a retrospective audit of changes in RBC transfusion burden in 51 patients with predominantly higher risk MDS (26.5% high risk, 51.0% intermediate-2) who received AZA. Transfusion requirements were audited 6 months prior to and up to 18 months after therapy initiation, and data were analysed using a generalized linear mixed model. RESULTS At baseline, 30 patients (58.8%) were transfusion dependent (TD). Seventeen patients (56.7%) achieved transfusion independence (TI) by 18 months, and 8 of these patients (47.1%) achieved this response by 4 months on therapy. Achievement of TI was not consistently durable in these 17 patients, as 11 patients reverted to TD while on therapy. Meanwhile, 6 of 21 patients who were TI at baseline became TD on therapy. The monthly average of RBC units transfused decreased significantly beginning at 4 months, with a reduction from 2.50 units per month at baseline to 1.00 units per month at month 4. This 60% reduction was significant (P = 0.002) and sustained beyond 12 months. CONCLUSION These results bolster the notion that AZA significantly reduces transfusion burden and resource utilization and illustrate the limitations of the current WHO erythroid response criteria which do not account for differing durability and fluctuations of response.
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Affiliation(s)
- E Tseng
- Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - A Prica
- Princess Margaret Hospital, Toronto, ON, Canada
| | - L Zhang
- Sunnybrook Research Institute, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - N Mittmann
- Health Outcomes and PharmacoEconomic (HOPE) Research Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada.,Department of Pharmacology, University of Toronto, Toronto, ON, Canada.,International Centre for Health Innovation, Richard Ivey School of Business, Western University, London, ON, Canada
| | - S J Seung
- Health Outcomes and PharmacoEconomic (HOPE) Research Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - J Callum
- Department of Clinical Pathology, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - T Kim
- Celgene Incorporated, Mississauga, ON, Canada
| | - R A Wells
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
| | - R Buckstein
- Odette Cancer Centre, Sunnybrook Health Sciences Centre, Toronto, ON, Canada
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10
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Levy JF, Meek PD, Rosenberg MA. US-Based Drug Cost Parameter Estimation for Economic Evaluations. Med Decis Making 2014; 35:622-32. [PMID: 25532826 DOI: 10.1177/0272989x14563987] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2014] [Accepted: 11/08/2014] [Indexed: 12/13/2022]
Abstract
INTRODUCTION In the United States, more than 10% of national health expenditures are for prescription drugs. Assessing drug costs in US economic evaluation studies is not consistent, as the true acquisition cost of a drug is not known by decision modelers. Current US practice focuses on identifying one reasonable drug cost and imposing some distributional assumption to assess uncertainty. METHODS We propose a set of Rules based on current pharmacy practice that account for the heterogeneity of drug product costs. The set of products derived from our Rules, and their associated costs, form an empirical distribution that can be used for more realistic sensitivity analyses and create transparency in drug cost parameter computation. The Rules specify an algorithmic process to select clinically equivalent drug products that reduce pill burden, use an appropriate package size, and assume uniform weighting of substitutable products. Three diverse examples show derived empirical distributions and are compared with previously reported cost estimates. RESULTS The shapes of the empirical distributions among the 3 drugs differ dramatically, including multiple modes and different variation. Previously published estimates differed from the means of the empirical distributions. Published ranges for sensitivity analyses did not cover the ranges of the empirical distributions. In one example using lisinopril, the empirical mean cost of substitutable products was $444 (range = $23-$953) as compared with a published estimate of $305 (range = $51-$523). CONCLUSIONS Our Rules create a simple and transparent approach to creating cost estimates of drug products and assessing their variability. The approach is easily modified to include a subset of, or different weighting for, substitutable products. The derived empirical distribution is easily incorporated into 1-way or probabilistic sensitivity analyses.
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Affiliation(s)
- Joseph F Levy
- University of Wisconsin-Madison Department of Population Health Sciences, Madison, WI, USA (JFL)
| | - Patrick D Meek
- Albany College of Pharmacy and Health Sciences Department of Pharmacy, Research Institute for Health Outcomes, Albany, NY, USA (PDM)
| | - Marjorie A Rosenberg
- University of Wisconsin-Madison Department of Actuarial Science, Risk Management and Insurance and Department of Biostatistics and Medical Informatics, Madison, WI, USA (MAR)
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11
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Levy AR, Zou D, Risebrough N, Buckstein R, Kim T, Brereton N. Cost-effectiveness in Canada of azacitidine for the treatment of higher-risk myelodysplastic syndromes. ACTA ACUST UNITED AC 2014; 21:e29-40. [PMID: 24523619 DOI: 10.3747/co.21.1311] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVE Our goal was to determine the economic value of azacitidine in Canada compared with conventional care regimens (ccrs), including best supportive care (bsc) and low- or standard-dose chemotherapy plus bsc in the treatment of higher-risk myelodysplastic syndromes (mdss) and acute myeloid leukemia (aml) with 20%-30% blasts. METHODS The cost-utility model is a lifetime probabilistic Markov model with a 35-day cycle length consisting of 3 health states: mds; transformation to aml with more than 30% blasts; and death. A third-party public payer perspective was adopted. Overall survival was extrapolated beyond the time horizon of the aza-001 trial comparing azacitidine with ccr. Resource use was determined through a questionnaire completed by Canadian hematologists. Utility values were obtained from two studies in which EQ-5D health questionnaire values were mapped from the European Organization for Research and Treatment of Cancer qlq-C30 survey, and SF-6D scores were mapped from the Short Form 12, elicited from 191 and 43 patients in two different trials. RESULTS In the base case, azacitidine had an incremental cost-effectiveness ratio (icer) of $86,182 (95% confidence limits: $69,920, $107,157) per quality-adjusted life year (qaly) gained relative to ccr. Comparing azacitidine with bsc, low-dose chemotherapy plus bsc, and standard-dose chemotherapy plus bsc, the icers were, respectively, $86,973, $84,829, and $2,152 per qaly gained. Results were most sensitive to the utility for azacitidine after 6 months of treatment and to overall survival. CONCLUSIONS The prolonged 9-month median overall survival with azacitidine relative to ccr fills a gap w hen treating patients with higher-risk mds and aml with 20%-30% blasts. The economic value of azacitidine is within the threshold of willingness-to-pay for third-party public payers for oncology treatments in Canada.
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Affiliation(s)
- A R Levy
- Oxford Outcomes Ltd., Vancouver, BC. ; Dalhousie University, Halifax, NS
| | - D Zou
- Oxford Outcomes Ltd., Vancouver, BC
| | | | | | - T Kim
- Celgene Inc., Mississauga, ON
| | - N Brereton
- BresMed Health Solutions, Sheffield, U.K
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12
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Crespo C, Moreno E, Sierra J, Serip S, Rubio M. Cost-effectiveness analysis of azacitidine in the treatment of high-risk myelodysplastic syndromes in Spain. HEALTH ECONOMICS REVIEW 2013; 3:28. [PMID: 24314138 PMCID: PMC4029489 DOI: 10.1186/2191-1991-3-28] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/02/2013] [Accepted: 11/13/2013] [Indexed: 06/02/2023]
Abstract
BACKGROUND The objective of the study was to analyse whether azacitidine is a cost-effective option for the treatment of myelodysplastic syndrome in the Spanish setting compared with conventional care regimens, including best supportive care, low dose chemotherapy and standard dose chemotherapy. METHODS A life-time Markov model was constructed to evaluate the cost-effectiveness of azacitidine compared with conventional care regimens. The health states modelled were: myelodysplastic syndrome, acute myeloid leukemia and death. Variables measured included survival rates, progression probabilities and quality of life indicators. Resource use and cost data reflect the Spanish context. The analysis was performed from the Spanish National Health System perspective, discounting both costs (in 2012 euros) and future effects at 3%. The time horizon considered was end-of-life. Results were expressed in cost per quality-adjusted life-year gained and cost per life-year gained and compared with cost-effectiveness thresholds. RESULTS According to the current use of each conventional care regimens options in Spain, azacitidine resulted in €34,673 per quality-adjusted life-year gained (€28,891 per life-year gained) with an increase of 1.89 in quality-adjusted life-years (2.26 in life-years). Azacitidine was superior to best supportive care and low dose chemotherapy in terms of quality-adjusted life-years gained, 1.82 and 2.03, respectively (life-years 2.16 vs. best supportive care, 2.39 vs. low dose chemotherapy). Treatment with azacitidine resulted in longer survival time and thus longer treatment time and lifetime costs. The incremental cost-effectiveness ratio was €39,610 per quality-adjusted life-year gained vs. best supportive care and €30,531 per quality-adjusted life-year gained vs. low dose chemotherapy (€33,111 per life-year gained vs. best supportive care and €25,953 per life-year gained vs. low dose chemotherapy). CONCLUSIONS The analysis showed that the use of azacitidine in the treatment of high-risk myelodysplastic syndrome is a cost-effective option compared with conventional care regimen options used in the Spanish setting and had an incremental cost-effectiveness ratio within the range of the thresholds accepted by health authorities.
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Affiliation(s)
- Carlos Crespo
- Statistic Department, University of Barcelona, C/Diagonal 643, Barcelona 08028, Spain
- Health Economics & Outcome Strategies Department, Oblikue Consulting, C/Josep Irla i Bosch 5-7, Barcelona 08034, Spain
| | - Estela Moreno
- Hospital de Santa Creu i Sant Pau, c/Sant Antoni Maria Claret 167, Barcelona 08025, Spain
| | - Jordi Sierra
- Hospital de Santa Creu i Sant Pau, c/Sant Antoni Maria Claret 167, Barcelona 08025, Spain
| | - Suzan Serip
- Health Economics & Outcome Strategies Department, Oblikue Consulting, C/Josep Irla i Bosch 5-7, Barcelona 08034, Spain
| | - Marta Rubio
- Market Access, Celgene, Paseo de Recoletos 37-39 4a, Madrid 28004, Spain
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Thomas X, Heiblig M, Bozzoli V, Elhamri M. Decitabine for the treatment of adult patients (age ≥65 years) with newly diagnosed de novoor secondary acute myeloid leukemia. Int J Hematol Oncol 2013. [DOI: 10.2217/ijh.13.36] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
>SUMMARY Decitabine is a deoxynucleoside analogue of cytidine. Its use for the treatment of acute myeloid leukemia (AML) has been recently refined. It selectively inhibits DNA methyltransferases when administered at a dose of 20 mg/m2by a 1-h intravenous infusion for 5 consecutive days of a 4-week cycle in the AML study. This schedule has recently been approved by the EMA as a well-tolerated alternative treatment to cytarabine or supportive care in patients aged ≥65 years with de novo or secondary AML who are not candidates for intensive chemotherapy.
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Affiliation(s)
- Xavier Thomas
- Hospices Civils de Lyon, Lyon-Sud Hospital, Hematology Department, Pavillon Marcel Bérard, Bat.1G, 69495 Pierre-Bénite, France
| | - Mael Heiblig
- Hospices Civils de Lyon, Lyon-Sud Hospital, Hematology Department, Pavillon Marcel Bérard, Bat.1G, 69495 Pierre-Bénite, France
| | - Valentina Bozzoli
- Hospices Civils de Lyon, Lyon-Sud Hospital, Hematology Department, Pavillon Marcel Bérard, Bat.1G, 69495 Pierre-Bénite, France
| | - Mohamed Elhamri
- Hospices Civils de Lyon, Lyon-Sud Hospital, Hematology Department, Pavillon Marcel Bérard, Bat.1G, 69495 Pierre-Bénite, France
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Zeng J, Wu J, Wang P, Zhang Y. Synergistic effect of 5-aza-2′-deoxycytidine and 5-fluorouracil in human gastric cancer cells. Shijie Huaren Xiaohua Zazhi 2012; 20:3015-3020. [DOI: 10.11569/wcjd.v20.i31.3015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
AIM: To examine the impact of DNA methyltransferase inhibitor 5-aza-2′-deoxycytidine (5-Aza-CdR) on gastric cancer cells and to unveile the interaction between 5-Aza-CdR and conventional chemotherapeutic agent 5-fluorouracil (5-Fu).
METHODS: Gastric cell lines expressing either wild-type P53 (AGS) or mutant-type P53 (BGC-823) were treated with 2.5 µmol/L of 5-Aza-CdR and/or 5-Fu for 0-96 h. Cell viability and proliferation were determined by 3-(4,5)-dimethylthiahiazo(-z-y1)-3,5-di-phenytetrazoliumromide (MTT) assay. Cell apoptosis was detected by annexin V staining. The activity of caspases was determined, and expression of downstream molecules was detected by Western blot.
RESULTS: Compared to untreated AGS and BGC-823 cells, treatment with 5-Aza-CdR significantly suppressed cell proliferation and viability in both cell lines in a time-dependent manner (both P < 0.01). In addition, 5-Aza-CdR induced marked apoptosis of AGS and BGC-823 cells in a time-dependent manner. However, the stimulation of distinct apoptotic pathways was largely dependent on P53 status. In AGS cells, 5-Aza-CdR-induced apoptosis was mediated by intrinsic apoptotic pathway which was modified dramatically by caspase 9. In BGC-823 cells expressing mutant P53, 5-Aza-CdR-induced apoptosis was dependent on caspase-independent apoptotic signaling due to the fact that we failed to observe elevated caspase activity or expression. 5-Aza-CdR in combination with 5-FU showed significant synergistic effects in both AGS and BGC-823 cells, implying that 5-Aza-CdR could efficaciously sensitize the responses of both cell lines to 5-Fu.
CONCLUSION: Our findings strongly demonstrate that 5-Aza-CdR is a potential anti-gastric cancer candidate. 5-Aza-CdR and 5-Fu have significant synergistic effects in human gastric cancer cells.
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