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Wang Y, Gavan SP, Steinke D, Cheung KL, Chen LC. Systematic review of the evidence sources applied to cost-effectiveness analyses for older women with primary breast cancer. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2022; 20:9. [PMID: 35232445 PMCID: PMC8889747 DOI: 10.1186/s12962-022-00342-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2021] [Accepted: 01/30/2022] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVE To appraise the sources of evidence and methods to estimate input parameter values in decision-analytic model-based cost-effectiveness analyses of treatments for primary breast cancer (PBC) in older patients (≥ 70 years old). METHODS Two electronic databases (Ovid Medline, Ovid EMBASE) were searched (inception until 5 September-2021) to identify model-based full economic evaluations of treatments for older women with PBC as part of their base-case target population or age-subgroup analysis. Data sources and methods to estimate four types of input parameters including health-related quality of life (HRQoL); natural history; treatment effect; resource use were extracted and appraised. Quality assessment was completed by reference to the Consolidated Health Economic Evaluation Reporting Standards. RESULTS Seven model-based economic evaluations were included (older patients as part of their base-case (n = 3) or subgroup (n = 4) analysis). Data from younger patients (< 70 years) were used frequently to estimate input parameters. Different methods were adopted to adjust these estimates for an older population (HRQoL: disutility multipliers, additive utility decrements; Natural history: calibration of absolute values, one-way sensitivity analyses; Treatment effect: observational data analysis, age-specific behavioural parameters, plausible scenario analyses; Resource use: matched control observational data analysis, age-dependent follow-up costs). CONCLUSION Improving estimated input parameters for older PBC patients will improve estimates of cost-effectiveness, decision uncertainty, and the value of further research. The methods reported in this review can inform future cost-effectiveness analyses to overcome data challenges for this population. A better understanding of the value of treatments for these patients will improve population health outcomes, clinical decision-making, and resource allocation decisions.
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Affiliation(s)
- Yubo Wang
- Centre for Pharmacoepidemiology and Drug Safety, Division of Pharmacy and Optometry, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, 1st Floor Stopford Building, Oxford Road, Manchester, M13 9PT, UK.
| | - Sean P Gavan
- Manchester Centre for Health Economics, Division of Population Health, Health Services Research and Primary Care, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Oxford Road, Manchester, M13 9PL, UK
| | - Douglas Steinke
- Centre for Pharmacoepidemiology and Drug Safety, Division of Pharmacy and Optometry, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, 1st Floor Stopford Building, Oxford Road, Manchester, M13 9PT, UK
| | - Kwok-Leung Cheung
- School of Medicine, University of Nottingham, Royal Derby Hospital Centre, Uttoxeter Road, Derby, DE22 3DT, UK
| | - Li-Chia Chen
- Centre for Pharmacoepidemiology and Drug Safety, Division of Pharmacy and Optometry, School of Health Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, 1st Floor Stopford Building, Oxford Road, Manchester, M13 9PT, UK
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Thavorn K, Coyle D, Hoch JS, Vandermeer L, Mazzarello S, Wang Z, Dranitsaris G, Fergusson D, Clemons M. A cost-utility analysis of risk model-guided versus physician’s choice antiemetic prophylaxis in patients receiving chemotherapy for early-stage breast cancer: a net benefit regression approach. Support Care Cancer 2017; 25:2505-2513. [DOI: 10.1007/s00520-017-3658-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2016] [Accepted: 02/27/2017] [Indexed: 10/20/2022]
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de Boer PT, Frederix GWJ, Feenstra TL, Vemer P. Unremarked or Unperformed? Systematic Review on Reporting of Validation Efforts of Health Economic Decision Models in Seasonal Influenza and Early Breast Cancer. PHARMACOECONOMICS 2016; 34:833-845. [PMID: 27129572 PMCID: PMC4980411 DOI: 10.1007/s40273-016-0410-3] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
BACKGROUND Transparent reporting of validation efforts of health economic models give stakeholders better insight into the credibility of model outcomes. In this study we reviewed recently published studies on seasonal influenza and early breast cancer in order to gain insight into the reporting of model validation efforts in the overall health economic literature. METHODS A literature search was performed in Pubmed and Embase to retrieve health economic modelling studies published between 2008 and 2014. Reporting on model validation was evaluated by checking for the word validation, and by using AdViSHE (Assessment of the Validation Status of Health Economic decision models), a tool containing a structured list of relevant items for validation. Additionally, we contacted corresponding authors to ask whether more validation efforts were performed other than those reported in the manuscripts. RESULTS A total of 53 studies on seasonal influenza and 41 studies on early breast cancer were included in our review. The word validation was used in 16 studies (30 %) on seasonal influenza and 23 studies (56 %) on early breast cancer; however, in a minority of studies, this referred to a model validation technique. Fifty-seven percent of seasonal influenza studies and 71 % of early breast cancer studies reported one or more validation techniques. Cross-validation of study outcomes was found most often. A limited number of studies reported on model validation efforts, although good examples were identified. Author comments indicated that more validation techniques were performed than those reported in the manuscripts. CONCLUSIONS Although validation is deemed important by many researchers, this is not reflected in the reporting habits of health economic modelling studies. Systematic reporting of validation efforts would be desirable to further enhance decision makers' confidence in health economic models and their outcomes.
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Affiliation(s)
- Pieter T de Boer
- Department of Pharmacy, PharmacoTherapy, -Epidemiology and -Economics (PTEE), University of Groningen, Groningen, The Netherlands
| | - Geert W J Frederix
- Pharmacoepidemiology and Clinical Pharmacology, University of Utrecht, Utrecht, The Netherlands
| | - Talitha L Feenstra
- Department of Epidemiology, University Medical Center Groningen, University of Groningen, PO Box 30.001, 9700 RB, Groningen, The Netherlands
- Centre for Nutrition, Prevention and Health Services Research, National Institute for Public Health and the Environment (RIVM), Bilthoven, The Netherlands
| | - Pepijn Vemer
- Department of Pharmacy, PharmacoTherapy, -Epidemiology and -Economics (PTEE), University of Groningen, Groningen, The Netherlands.
- Department of Epidemiology, University Medical Center Groningen, University of Groningen, PO Box 30.001, 9700 RB, Groningen, The Netherlands.
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Cost-utility analyses of drug therapies in breast cancer: a systematic review. Breast Cancer Res Treat 2016; 159:407-24. [PMID: 27572551 DOI: 10.1007/s10549-016-3924-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2016] [Accepted: 07/20/2016] [Indexed: 01/08/2023]
Abstract
The economic evaluation (EE) of health care products has become a necessity. Their quality must be high in order to trust the results and make informed decisions. While cost-utility analyses (CUAs) should be preferred to cost-effectiveness analyses in the oncology area, the quality of breast cancer (BC)-related CUA has been given little attention so far. Thus, firstly, a systematic review of published CUA related to drug therapies for BC, gene expression profiling, and HER2 status testing was performed. Secondly, the quality of selected CUA was assessed and the factors associated with a high-quality CUA identified. The systematic literature search was conducted in PubMed, MEDLINE/EMBASE, and Cochrane to identify published CUA between 2000 and 2014. After screening and data extraction, the quality of each selected CUA was assessed by two independent reviewers, using the checklist proposed by Drummond et al. The analysis of factors associated with a high-quality CUA (defined as a Drummond score ≥7) was performed using a two-step approach. Our systematic review was based on 140 CUAs and showed a wide variety of methodological approaches, including differences in the perspective adopted, the time horizon, measurement of cost and effectiveness, and more specially health-state utility values (HSUVs). The median Drummond score was 7 [range 3-10]. Only one in two of the CUA (n = 74) had a Drummond score ≥7, synonymous of "high quality." The statistically significant predictors of a high-quality CUA were article with "gene expression profiling" topic (p = 0.001), consulting or pharmaceutical company as main location of first author (p = 0.004), and articles with both incremental cost-utility ratio and incremental cost-effectiveness ratio as outcomes of EE (p = 0.02). Our systematic review identified only 140 CUAs published over the past 15 years with one in two of high quality. It showed a wide variety of methodological approaches, especially focused on HSUVs. A critical appraisal of utility values is necessary to better understand one of the main difficulties encountered by authors and propose areas for improvement to increase the quality of CUA. Since the last 5 years, there is a tendency toward an improvement in the quality of these studies, probably coupled with economic context, a better and widely spreading of recommendations and thus appropriation by medical practitioners. That being said, there is an urgent need for mandatory use of European and international recommendations to ensure quality of such approaches and to allow easy comparison.
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Lairson DR, Parikh RC, Cormier JN, Chan W, Du XL. Cost-Effectiveness of Chemotherapy for Breast Cancer and Age Effect in Older Women. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2015; 18:1070-1078. [PMID: 26686793 DOI: 10.1016/j.jval.2015.08.008] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/19/2014] [Revised: 07/08/2015] [Accepted: 08/03/2015] [Indexed: 06/05/2023]
Abstract
BACKGROUND Previous economic evaluations compared specific chemotherapy agents using input parameters from clinical trials and resource utilization costs. Cost-effectiveness of treatment groups (drug classes) using community-level effectiveness and cost data, however, has not been assessed for elderly patients with breast cancer. OBJECTIVE To assess the cost-effectiveness of chemotherapy regimens by age and disease stage under "real-world" conditions for patients with breast cancer. METHODS The Surveillance Epidemiology and End Results-Medicare data were used to identify patients with breast cancer with American Joint Committee on Cancer stage I/II/IIIa, hormone receptor-negative (estrogen receptor-negative and progesterone receptor-negative) patients from 1992 to 2009. Patients were categorized into three adjuvant treatment groups: 1) no chemotherapy, 2) anthracycline, and 3) non-anthracycline-based chemotherapy. Median life-years and quality-adjusted life-years (QALYs) were measured using Kaplan-Meier analysis and were evaluated against average total health care costs (2013 US dollars). RESULTS A total of 4575 patients (propensity score-matched) were included for the primary analysis. The anthracycline group experienced 12.05 QALYs and mean total health care costs of $119,055, resulting in an incremental cost-effectiveness ratio of $7,688 per QALY gained as compared with the no chemotherapy group (QALYs 7.81; average health care cost $86,383). The non-anthracycline-based group was dominated by the anthracycline group with lower QALYs (9.56) and higher health care costs ($122,791). Base-case results were found to be consistent with the best-case and worst-case scenarios for utility assignments. Incremental cost-effectiveness ratios varied by age group (range $3,790-$90,405 per QALY gained). CONCLUSIONS Anthracycline-based chemotherapy was found cost-effective for elderly patients with early stage (stage I, II, IIIa) breast cancer considering the US threshold of $100,000 per QALY. Further research may be needed to characterize differential effects across age groups.
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Affiliation(s)
- David R Lairson
- Division of Management, Policy and Community Health, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, USA.
| | - Rohan C Parikh
- Division of Management, Policy and Community Health, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Janice N Cormier
- Division of Surgical Oncology and Biostatistics, University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Wenyaw Chan
- Division of Biostatistics, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, USA
| | - Xianglin L Du
- Division of Management, Policy and Community Health, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, USA; Division of Epidemiology, Human Genetics and Environmental Sciences, School of Public Health, University of Texas Health Science Center at Houston, Houston, TX, USA
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Jahn B, Rochau U, Kurzthaler C, Paulden M, Kluibenschädl M, Arvandi M, Kühne F, Goehler A, Krahn MD, Siebert U. Lessons Learned from a Cross-Model Validation between a Discrete Event Simulation Model and a Cohort State-Transition Model for Personalized Breast Cancer Treatment. Med Decis Making 2015; 36:375-90. [PMID: 26476865 DOI: 10.1177/0272989x15604158] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2013] [Accepted: 07/13/2015] [Indexed: 01/06/2023]
Abstract
OBJECTIVES Breast cancer is the most common malignancy among women in developed countries. We developed a model (the Oncotyrol breast cancer outcomes model) to evaluate the cost-effectiveness of a 21-gene assay when used in combination with Adjuvant! Online to support personalized decisions about the use of adjuvant chemotherapy. The goal of this study was to perform a cross-model validation. METHODS The Oncotyrol model evaluates the 21-gene assay by simulating a hypothetical cohort of 50-year-old women over a lifetime horizon using discrete event simulation. Primary model outcomes were life-years, quality-adjusted life-years (QALYs), costs, and incremental cost-effectiveness ratios (ICERs). We followed the International Society for Pharmacoeconomics and Outcomes Research-Society for Medical Decision Making (ISPOR-SMDM) best practice recommendations for validation and compared modeling results of the Oncotyrol model with the state-transition model developed by the Toronto Health Economics and Technology Assessment (THETA) Collaborative. Both models were populated with Canadian THETA model parameters, and outputs were compared. RESULTS The differences between the models varied among the different validation end points. The smallest relative differences were in costs, and the greatest were in QALYs. All relative differences were less than 1.2%. The cost-effectiveness plane showed that small differences in the model structure can lead to different sets of nondominated test-treatment strategies with different efficiency frontiers. We faced several challenges: distinguishing between differences in outcomes due to different modeling techniques and initial coding errors, defining meaningful differences, and selecting measures and statistics for comparison (means, distributions, multivariate outcomes). CONCLUSIONS Cross-model validation was crucial to identify and correct coding errors and to explain differences in model outcomes. In our comparison, small differences in either QALYs or costs led to changes in ICERs because of changes in the set of dominated and nondominated strategies.
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Affiliation(s)
- Beate Jahn
- Institute of Public Health, Medical Decision Making and Health Technology Assessment, Department of Public Health and Health Technology Assessment, UMIT-University for Health Sciences, Medical Informatics and Technology, Hall i.T., Austria (BJ, UR, CK, MK, MA, MS, FK, AG, US),Division of Public Health Decision Modelling, Health Technology Assessment and Health Economics, ONCOTYROL-Center for Personalized Cancer Medicine, Innsbruck, Austria (BJ, UR, CK, MK, MS, FK, US)
| | - Ursula Rochau
- Institute of Public Health, Medical Decision Making and Health Technology Assessment, Department of Public Health and Health Technology Assessment, UMIT-University for Health Sciences, Medical Informatics and Technology, Hall i.T., Austria (BJ, UR, CK, MK, MA, MS, FK, AG, US),Division of Public Health Decision Modelling, Health Technology Assessment and Health Economics, ONCOTYROL-Center for Personalized Cancer Medicine, Innsbruck, Austria (BJ, UR, CK, MK, MS, FK, US)
| | - Christina Kurzthaler
- Institute of Public Health, Medical Decision Making and Health Technology Assessment, Department of Public Health and Health Technology Assessment, UMIT-University for Health Sciences, Medical Informatics and Technology, Hall i.T., Austria (BJ, UR, CK, MK, MA, MS, FK, AG, US),Division of Public Health Decision Modelling, Health Technology Assessment and Health Economics, ONCOTYROL-Center for Personalized Cancer Medicine, Innsbruck, Austria (BJ, UR, CK, MK, MS, FK, US)
| | - Mike Paulden
- Toronto Health Economics and Technology Assessment (THETA) Collaborative, University of Toronto, ON, Canada (MP, MK),Department of Emergency Medicine; University of Alberta, Edmonton, AB, Canada (MP)
| | - Martina Kluibenschädl
- Institute of Public Health, Medical Decision Making and Health Technology Assessment, Department of Public Health and Health Technology Assessment, UMIT-University for Health Sciences, Medical Informatics and Technology, Hall i.T., Austria (BJ, UR, CK, MK, MA, MS, FK, AG, US),Division of Public Health Decision Modelling, Health Technology Assessment and Health Economics, ONCOTYROL-Center for Personalized Cancer Medicine, Innsbruck, Austria (BJ, UR, CK, MK, MS, FK, US),Toronto Health Economics and Technology Assessment (THETA) Collaborative, University of Toronto, ON, Canada (MP, MK)
| | - Marjan Arvandi
- Institute of Public Health, Medical Decision Making and Health Technology Assessment, Department of Public Health and Health Technology Assessment, UMIT-University for Health Sciences, Medical Informatics and Technology, Hall i.T., Austria (BJ, UR, CK, MK, MA, MS, FK, AG, US)
| | - Felicitas Kühne
- Institute of Public Health, Medical Decision Making and Health Technology Assessment, Department of Public Health and Health Technology Assessment, UMIT-University for Health Sciences, Medical Informatics and Technology, Hall i.T., Austria (BJ, UR, CK, MK, MA, MS, FK, AG, US),Division of Public Health Decision Modelling, Health Technology Assessment and Health Economics, ONCOTYROL-Center for Personalized Cancer Medicine, Innsbruck, Austria (BJ, UR, CK, MK, MS, FK, US)
| | - Alexander Goehler
- Institute of Public Health, Medical Decision Making and Health Technology Assessment, Department of Public Health and Health Technology Assessment, UMIT-University for Health Sciences, Medical Informatics and Technology, Hall i.T., Austria (BJ, UR, CK, MK, MA, MS, FK, AG, US),Department of Radiology, Yale University, New Haven, CT, USA (AG),Institute for Technology Assessment, Massachusetts General Hospital, Harvard Medical School, Boston, MA USA (AG),Alfried Krupp von Bohlen und Halbach Foundation-Institute for Health Systems Management, University of Duisburg-Essen, Essen, Germany (AG)
| | - Murray D Krahn
- Institute of Public Health, Medical Decision Making and Health Technology Assessment, Department of Public Health and Health Technology Assessment, UMIT-University for Health Sciences, Medical Informatics and Technology, Hall i.T., Austria (BJ, UR, CK, MK, MA, MS, FK, AG, US),Division of Public Health Decision Modelling, Health Technology Assessment and Health Economics, ONCOTYROL-Center for Personalized Cancer Medicine, Innsbruck, Austria (BJ, UR, CK, MK, MS, FK, US)
| | - Uwe Siebert
- Institute of Public Health, Medical Decision Making and Health Technology Assessment, Department of Public Health and Health Technology Assessment, UMIT-University for Health Sciences, Medical Informatics and Technology, Hall i.T., Austria (BJ, UR, CK, MK, MA, MS, FK, AG, US),Division of Public Health Decision Modelling, Health Technology Assessment and Health Economics, ONCOTYROL-Center for Personalized Cancer Medicine, Innsbruck, Austria (BJ, UR, CK, MK, MS, FK, US),Center for Health Decision Science, Department of Health Policy and Management, Harvard School of Public Health, Boston, MA, USA (US),Institute for Technology Assessment and Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA (US)
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Skedgel C, Rayson D, Younis T. Is febrile neutropenia prophylaxis with granulocyte-colony stimulating factors economically justified for adjuvant TC chemotherapy in breast cancer? Support Care Cancer 2015; 24:387-394. [DOI: 10.1007/s00520-015-2805-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2015] [Accepted: 06/08/2015] [Indexed: 11/30/2022]
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Hepatitis B virus screening before adjuvant chemotherapy in patients with early-stage breast cancer: a cost-effectiveness analysis. Breast Cancer Res Treat 2015; 151:639-52. [PMID: 25962692 DOI: 10.1007/s10549-015-3382-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2015] [Accepted: 04/09/2015] [Indexed: 02/07/2023]
Abstract
Most patients with hepatitis B virus (HBV) have no symptoms, and many are unaware of the infection. However, HBV can reactivate with immunosuppression; chemotherapy causes reactivation in 22 % of hepatitis B surface antigen-positive patients. HBV reactivation can be fatal. HBV reactivation can be prevented, provided that HBV is recognized prior to chemotherapy. The objective of this study is to estimate the health and economic effects of HBV screening strategies in patients receiving adjuvant chemotherapy for breast cancer. We developed a state-transition microsimulation model to examine the cost-effectiveness of three HBV screening strategies: (1) "No screening"; (2) "Screen-and-Treat to prevent reactivation" (screen-all) with either lamivudine/tenofovir (LAM/TDF) or entecavir (ETV); and (3) "Screen-and-Treat high-risk only" (screen-HR) and treat with either LAM/TDF or ETV. Model data were obtained from the published literature. We used a payer's perspective, a lifetime horizon, and a 5 % discount rate for the analysis. "Screen-all" would prevent at least 38 severe reactivations per 100,000 persons screened over the lifetime of the cohort. "Screen-all" was associated with an increase of 0.0034-0.0035 QALYs and an additional cost of C$164-C$266 per person, which translated into an incremental cost-effectiveness ratio of C$47,808/QALY-C$76,527/QALY gained compared with "No screening" depending on the antiviral therapy received. "Screen-all" was the most cost-effective strategy, while "Screen-HR" was inferior in all scenarios tested. HBV screening before adjuvant chemotherapy for breast cancer patients would prevent a significant number of reactivations, would likely be moderately cost-effective, and may extend the lives of breast cancer patients.
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Attard CL, Pepper AN, Brown ST, Thompson MF, Thuresson PO, Yunger S, Dent S, Paterson AH, Wells GA. Cost-effectiveness analysis of neoadjuvant pertuzumab and trastuzumab therapy for locally advanced, inflammatory, or early HER2-positive breast cancer in Canada. J Med Econ 2015; 18:173-88. [PMID: 25347449 DOI: 10.3111/13696998.2014.979938] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
OBJECTIVE The NeoSphere trial demonstrated that the addition of pertuzumab to trastuzumab and docetaxel for the neoadjuvant treatment of HER2-positive locally advanced, inflammatory, or early breast cancer (eBC) resulted in a significant improvement in pathological complete response (pCR). Furthermore, the TRYPHAENA trial supported the benefit of neoadjuvant dual anti-HER2 therapy. Survival data from these trials is not yet available; however, other studies have demonstrated a correlation between pCR and improved event-free survival (EFS) and overall survival (OS) in this patient population. This study represents the first Canadian cost-effectiveness analysis of pertuzumab in the neoadjuvant treatment of HER2-positive eBC. METHODS A cost-utility analysis (CUA) was conducted using a three health state Markov model ('event-free', 'relapsed', and 'dead'). Two separate analyses were conducted; the first considering total pCR (ypT0/is ypN0) data from NeoSphere, and the second from TRYPHAENA. Published EFS and OS data partitioned for patients achieving/not achieving pCR were used in combination with the percentage achieving pCR in the pertuzumab trials to estimate survival. This CUA included published utility values and direct medical costs including drugs, treatment administration, management of adverse events, supportive care, and subsequent therapy. To address uncertainty, a probabilistic sensitivity analysis (PSA) and alternative scenarios were explored. RESULTS Both analyses suggested that the addition of pertuzumab resulted in increased life-years and quality-adjusted life-years (QALYs). The incremental cost per QALY ranged from $25,388 (CAD; NeoSphere analysis) to $46,196 (TRYPHAENA analysis). Sensitivity analyses further support the use of pertuzumab, with cost-effectiveness ratios ranging from $9230-$64,421. At a threshold of $100,000, the addition of pertuzumab was cost-effective in nearly all scenarios (93% NeoSphere; 79% TRYPHAENA). CONCLUSION Given the improvement in clinical efficacy and a favorable cost per QALY, the addition of pertuzumab in the neoadjuvant setting represents an attractive treatment option for HER2-positive eBC patients.
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Affiliation(s)
- C L Attard
- Cornerstone Research Group Inc. , Burlington, ON , Canada
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10
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Cost-effectiveness of prophylactic granulocyte colony-stimulating factor for febrile neutropenia in breast cancer patients receiving FEC-D. Breast Cancer Res Treat 2015; 150:169-80. [DOI: 10.1007/s10549-015-3309-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2014] [Accepted: 02/09/2015] [Indexed: 10/24/2022]
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Webber-Foster R, Kvizhinadze G, Rivalland G, Blakely T. Cost-effectiveness analysis of docetaxel versus weekly paclitaxel in adjuvant treatment of regional breast cancer in New Zealand. PHARMACOECONOMICS 2014; 32:707-24. [PMID: 24859241 DOI: 10.1007/s40273-014-0154-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
BACKGROUND There have been recent important changes to adjuvant regimens and costs of taxanes for the treatment of early breast cancer, requiring a re-evaluation of comparative cost effectiveness. In particular, weekly paclitaxel is now commonly used but has not been subjected to cost-effectiveness analysis. AIM Our aim was to estimate the cost effectiveness of adjuvant docetaxel and weekly paclitaxel versus each other, and compared with standard 3-weekly paclitaxel, in women aged ≥25 years diagnosed with regional breast cancer in New Zealand. METHODS A macrosimulation Markov model was used, with a lifetime horizon and health system perspective. The model compared 3-weekly docetaxel and weekly paclitaxel versus standard 3-weekly paclitaxel (E1199 regimen) in the hospital setting. Data on overall survival and toxicities (febrile neutropenia and peripheral neuropathy) were derived from relevant published clinical trials. Epidemiological and cost data were derived from New Zealand datasets. Health outcomes were measured with health-adjusted life-years (HALYs), similar to quality-adjusted life-years (QALYs). Costs included intervention and health system costs in year 2011 values, with 3% per annum discounting on costs and HALYs. RESULTS The mean HALY gain per patient compared with standard 3-weekly paclitaxel was 0.51 with weekly paclitaxel and 0.21 with docetaxel, while incremental costs were $NZ 12,284 and $NZ 4,021, respectively. The incremental cost-effectiveness ratio (ICER) of docetaxel versus 3-weekly paclitaxel was $NZ 19,400 (purchasing power parity [PPP]-adjusted $US 13,100) per HALY gained, and the ICER of weekly paclitaxel versus docetaxel was $NZ 27,100 ($US 18,300) per HALY gained. In terms of net monetary benefit, weekly paclitaxel was the optimal strategy for willingness-to-pay (WTP) thresholds >$NZ 27,000 per HALY gained. However, the model was highly sensitive to uncertainty around survival differences, while toxicity-related morbidity had little impact. Thus, if it was assumed that weekly paclitaxel and docetaxel had the same efficacy, docetaxel would be favoured over weekly paclitaxel. CONCLUSION Both weekly paclitaxel and docetaxel are likely to be cost effective compared with standard 3-weekly paclitaxel. Weekly paclitaxel was the optimal choice for WTP thresholds greater than $NZ27,000 per HALY gained (PPP-adjusted $US 18,000). However, uncertainty remains around relative survival benefits, and weekly paclitaxel becomes cost ineffective versus docetaxel if it is assumed that the two regimens have equal effectiveness. Reduced uncertainty about the relative survival benefits may improve decision making for funding.
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Affiliation(s)
- Rachel Webber-Foster
- Burden of Disease Epidemiology, Equity and Cost-Effectiveness (BODE3) Programme, University of Otago-Wellington, PO Box 7343, 23 Mein Street, Newtown, Wellington, New Zealand
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Skedgel C, Rayson D, Younis T. Is adjuvant trastuzumab a cost-effective therapy for HER-2/neu-positive T1bN0 breast cancer? Ann Oncol 2013; 24:1834-1840. [PMID: 23510987 DOI: 10.1093/annonc/mdt069] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/07/2023] Open
Abstract
BACKGROUND In light of clinical uncertainty and the high acquisition costs of trastuzumab, we examined the value for money associated with concurrent or sequential trastuzumab in women with HER-2/neu-positive breast cancer with small node-negative tumours (T1bN0). MATERIALS AND METHODS A probabilistic economic model was developed to estimate the likelihood of adjuvant trastuzumab meeting a $100 000 per quality-adjusted life year gained threshold over a range of 10-year recurrence risks by age. The primary analysis took an incremental approach, comparing trastuzumab plus chemotherapy with chemotherapy alone. A secondary analysis took an 'all-or-nothing' approach, comparing trastuzumab plus chemotherapy with neither treatment. RESULTS The primary analysis suggested that concurrent trastuzumab plus adjuvant chemotherapy was likely to meet the $100 000 threshold at recurrence risks of 29-35%. Sequential trastuzumab was less likely to meet such a threshold. The secondary analysis was more favourable for both trastuzumab strategies, but of limited relevance as clinical benefits were predominantly driven by chemotherapy without trastuzumab. CONCLUSIONS Concurrent trastuzumab plus adjuvant chemotherapy appears to offer favourable value for money at the upper ranges of baseline recurrence risks reported to date, although more precise estimates of underlying risk are required to confirm the cost-effectiveness of adjuvant trastuzumab in T1bN0 breast cancer.
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Affiliation(s)
- C Skedgel
- Atlantic Clinical Cancer Research Unit, Capital Health, Halifax, NS.
| | - D Rayson
- Atlantic Clinical Cancer Research Unit, Capital Health, Halifax, NS; Division of Medical Oncology, Department of Medicine, Capital Health & Dalhousie University, Halifax, NS, Canada
| | - T Younis
- Atlantic Clinical Cancer Research Unit, Capital Health, Halifax, NS; Division of Medical Oncology, Department of Medicine, Capital Health & Dalhousie University, Halifax, NS, Canada
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de Boer M, Adang E, Van Dycke K, van Dijck J, Borm G, Seferina S, van Deurzen C, van Diest P, Bult P, Donders A, Tjan-Heijnen V. Cost-effectiveness of adjuvant systemic therapy in low-risk breast cancer patients with nodal isolated tumor cells or micrometastases. Ann Oncol 2012; 23:2585-2591. [DOI: 10.1093/annonc/mds051] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023] Open
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Cost-utility of the 21-gene recurrence score assay in node-negative and node-positive breast cancer. Breast Cancer Res Treat 2012; 133:1115-23. [PMID: 22361999 DOI: 10.1007/s10549-012-1989-5] [Citation(s) in RCA: 43] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2011] [Accepted: 02/09/2012] [Indexed: 12/15/2022]
Abstract
The 21-gene recurrence score (Oncotype DX: RS) appears to augment clinico-pathologic prognostication and is predictive of adjuvant chemotherapy benefit in node-negative (N-) and node-positive (N+), endocrine-sensitive breast cancer. RS is a costly assay that is associated with good 'value for money' in N- disease, while economic evaluations in N+ disease based on most recent data have not been conducted. We examined the cost-utility (CU) of a RS-guided adjuvant strategy, compared to current practice without RS in N- and N+, endocrine-sensitive, breast cancer from a Canadian health care system perspective. A generic state-transition model was developed to compute cumulative costs and quality-adjusted life years (QALYs) over a 25-year horizon. Patient outcomes with and without chemotherapy in RS-untested cohorts and in those with low, intermediate and high RS were examined based on the reported prognostic and predictive impact of RS in N- and N+ disease. Chemotherapy utilization (current vs. RS-guided), unit costs and utilities were derived from a Nova Scotia Canadian population-based cohort, local unit costs and the literature. Costs and outcomes were discounted at 3% annually, and costs were reported in 2011 Canadian dollars ($). Probabilistic and one-way sensitivity analyses were conducted for key model parameters. Compared to a non-RS-guided strategy, RS-guided adjuvant therapy was associated with $2,585 and $864 incremental costs, 0.27 and 0.06 QALY gains, and resultant CUs of $9,591 and $14,844 per QALY gained for N- and N+ disease, respectively. CU estimates were robust to key model parameters, and were most sensitive to chemo utilization proportions. RS-guided adjuvant therapy appears to be a cost-effective strategy in both N- and N+, endocrine-sensitive breast cancer with resultant CU ratios well below commonly quoted thresholds.
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Younis T, Rayson D, Skedgel C. The cost-utility of adjuvant chemotherapy using docetaxel and cyclophosphamide compared with doxorubicin and cyclophosphamide in breast cancer. Curr Oncol 2011; 18:e288-96. [PMID: 22184496 PMCID: PMC3224037 DOI: 10.3747/co.v18i6.810] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
PURPOSE The adoption of a chemotherapeutic regimen in oncologic practice is a function of both its clinical and its economic impacts on cancer management. For breast cancer, U.S. Oncology trial 9735 reported significant improvements in disease-free and overall survival favoring adjuvant tc (docetaxel 75 mg/m(2) and cyclophosphamide 600 mg/m(2) every 3 weeks for 4 cycles) compared with ac (doxorubicin 60 mg/ m(2) and cyclophosphamide 600 mg/m(2) every 3 weeks for 4 cycles). We carried out an economic evaluation to examine the cost-utility of adjuvant tc relative to ac, in terms of cost per quality-adjusted life year (qaly) gained, given the improved breast cancer outcomes and higher costs associated with the tc regimen. METHODS A Markov model was developed to calculate the cumulative costs and qalys gained over a 10-year horizon for hypothetical cohorts of women with breast cancer treated with ac or with tc. Event rates, costs, and utilities were derived from the literature and local resources. Efficacy and adverse events were based on results reported from U.S. Oncology trial 9735. The model takes a third-party direct payer perspective and reports its results in 2008 Canadian dollars. Costs and benefits were both discounted at 3%. RESULTS At a 10-year horizon, tc was associated with $3,960 incremental costs and a 0.24 qaly gain compared with ac, for a favorable cost-utility of $16,753 per qaly gained. Results were robust to model assumptions and input parameters. CONCLUSIONS Relative to ac, tc is a cost-effective adjuvant chemotherapy regimen, with a cost-effectiveness ratio well below commonly applied thresholds.
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Affiliation(s)
- T. Younis
- Department of Medicine, Dalhousie University, QEII Health Sciences Centre, Halifax, NS
| | - D. Rayson
- Department of Medicine, Dalhousie University, QEII Health Sciences Centre, Halifax, NS
| | - C. Skedgel
- Atlantic Clinical Cancer Research Unit, Halifax, NS
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Sullivan R, Peppercorn J, Sikora K, Zalcberg J, Meropol NJ, Amir E, Khayat D, Boyle P, Autier P, Tannock IF, Fojo T, Siderov J, Williamson S, Camporesi S, McVie JG, Purushotham AD, Naredi P, Eggermont A, Brennan MF, Steinberg ML, De Ridder M, McCloskey SA, Verellen D, Roberts T, Storme G, Hicks RJ, Ell PJ, Hirsch BR, Carbone DP, Schulman KA, Catchpole P, Taylor D, Geissler J, Brinker NG, Meltzer D, Kerr D, Aapro M. Delivering affordable cancer care in high-income countries. Lancet Oncol 2011; 12:933-80. [PMID: 21958503 DOI: 10.1016/s1470-2045(11)70141-3] [Citation(s) in RCA: 503] [Impact Index Per Article: 38.7] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
The burden of cancer is growing, and the disease is becoming a major economic expenditure for all developed countries. In 2008, the worldwide cost of cancer due to premature death and disability (not including direct medical costs) was estimated to be US$895 billion. This is not simply due to an increase in absolute numbers, but also the rate of increase of expenditure on cancer. What are the drivers and solutions to the so-called cancer-cost curve in developed countries? How are we going to afford to deliver high quality and equitable care? Here, expert opinion from health-care professionals, policy makers, and cancer survivors has been gathered to address the barriers and solutions to delivering affordable cancer care. Although many of the drivers and themes are specific to a particular field-eg, the huge development costs for cancer medicines-there is strong concordance running through each contribution. Several drivers of cost, such as over-use, rapid expansion, and shortening life cycles of cancer technologies (such as medicines and imaging modalities), and the lack of suitable clinical research and integrated health economic studies, have converged with more defensive medical practice, a less informed regulatory system, a lack of evidence-based sociopolitical debate, and a declining degree of fairness for all patients with cancer. Urgent solutions range from re-engineering of the macroeconomic basis of cancer costs (eg, value-based approaches to bend the cost curve and allow cost-saving technologies), greater education of policy makers, and an informed and transparent regulatory system. A radical shift in cancer policy is also required. Political toleration of unfairness in access to affordable cancer treatment is unacceptable. The cancer profession and industry should take responsibility and not accept a substandard evidence base and an ethos of very small benefit at whatever cost; rather, we need delivery of fair prices and real value from new technologies.
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Affiliation(s)
- Richard Sullivan
- Kings Health Partners, King's College, Integrated Cancer Centre, Guy's Hospital Campus, London, UK.
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Mittmann N, Verma S, Koo M, Alloul K, Trudeau M. Cost effectiveness of TAC versus FAC in adjuvant treatment of node-positive breast cancer. ACTA ACUST UNITED AC 2011; 17:7-16. [PMID: 20179798 PMCID: PMC2826781 DOI: 10.3747/co.v17i1.445] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Background This economic analysis aimed to determine, from the perspective of a Canadian provincial government payer, the cost-effectiveness of docetaxel (Taxotere: Sanofi–Aventis, Laval, QC) in combination with doxorubicin and cyclophosphamide (tac) compared with 5-fluorouracil, doxorubicin, and cyclophosphamide (fac) following primary surgery for breast cancer in women with operable, axillary lymph node–positive breast cancer. Methods A Markov model looking at two time phases—5-year treatment and long-term follow-up—was constructed. Clinical events included clinical response (based on disease-free survival and overall survival) and rates of febrile neutropenia, stomatitis, diarrhea, and infections. Health states were “no recurrence,” “locoregional recurrence,” “distant recurrence,” and “death.” Costs were based on published sources and are presented in 2006 Canadian dollars. Model inputs included chemotherapy drug acquisition costs, chemotherapy administration costs, relapse and follow-up costs, costs for management of adverse events, and costs for granulocyte colony-stimulating factor (g-csf) prophylaxis. A 5% discount rate was applied to costs and outcomes alike. Health utilities were obtained from published sources. Results For tac as compared with fac, the incremental cost was $6921 per life-year (ly) gained and $6,848 per quality-adjusted life-year (qaly) gained. The model was robust to changes in input variables (for example, febrile neutropenia rate, utility). When g-csf and antibiotics were given prophylactically before every cycle, the incremental ratios increased to $13,183 and $13,044 respectively. Conclusions Compared with fac, tac offered improved response at a higher cost. The cost-effectiveness ratios were low, indicating good economic value in the adjuvant setting of node-positive breast cancer patients.
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Affiliation(s)
- N Mittmann
- HOPE Research Centre, Division of Clinical Pharmacology, Sunnybrook Health Sciences Centre, Toronto, ON
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Marino P, Siani C, Roché H, Protière C, Fumoleau P, Spielmann M, Martin AL, Viens P, Le Corroller Soriano AG. Cost-effectiveness of adjuvant docetaxel for node-positive breast cancer patients: results of the PACS 01 economic study. Ann Oncol 2010; 21:1448-1454. [DOI: 10.1093/annonc/mdp561] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Tsoi DT, Inoue M, Kelly CM, Verma S, Pritchard KI. Cost-effectiveness analysis of recurrence score-guided treatment using a 21-gene assay in early breast cancer. Oncologist 2010; 15:457-65. [PMID: 20421264 PMCID: PMC3227972 DOI: 10.1634/theoncologist.2009-0275] [Citation(s) in RCA: 90] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2009] [Accepted: 03/25/2010] [Indexed: 11/17/2022] Open
Abstract
PURPOSE Most guidelines for hormone receptor (HR)-positive early breast cancer recommend addition of adjuvant chemotherapy for most women, leading to overtreatment, which causes considerable morbidity and cost. There has been recent incorporation of gene expression analysis in aiding decision making. We evaluated the cost-effectiveness of recurrence score (RS)-guided treatment using 21-gene assay as compared with treatment guided by the Adjuvant! Online program (AOL). PATIENTS AND METHODS A Markov model was developed to compare the cost-effectiveness of treatment guided either by 21-gene assay or by AOL in a 50-year-old woman with lymph node-negative HR-positive breast cancer over a lifetime horizon. We assumed that women classified to be at high risk all received chemotherapy followed by tamoxifen and those classified to be at low risk received tamoxifen only. The model took a health care payer's perspective with results reported in 2008 Canadian dollars ($). Event rates, costs, and utilities were derived from the literature. Both costs and benefits were discounted at 5%. Outcome measures were life years gained, quality-adjusted life years (QALYs), lifetime costs, and incremental cost-effectiveness ratios (ICERs). RESULTS For a 50-year-old woman, RS-guided treatment was associated with an incremental lifetime cost of $4,102 and a gain in 0.065 QALY, with an ICER of $63,064 per QALY compared with AOL-guided treatment. ICER increased with increasing cost of 21-gene assay and increasing age of patients. Results were most sensitive to probabilities relating to risk categorization and recurrence rate. CONCLUSIONS The 21-gene assay appears cost-effective from a Canadian health care perspective.
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Affiliation(s)
- Daphne T. Tsoi
- Division of Medical Oncology, Sunnybrook Odette Cancer Centre, The University of Toronto, Toronto, Ontario, Canada
| | - Miho Inoue
- Division of Clinical Pharmacology and Toxicology, Hospital for Sick Children, Toronto, Ontario, Canada
| | - Catherine M. Kelly
- Division of Medical Oncology, Sunnybrook Odette Cancer Centre, The University of Toronto, Toronto, Ontario, Canada
| | - Sunil Verma
- Division of Medical Oncology, Sunnybrook Odette Cancer Centre, The University of Toronto, Toronto, Ontario, Canada
| | - Kathleen I. Pritchard
- Division of Medical Oncology, Sunnybrook Odette Cancer Centre, The University of Toronto, Toronto, Ontario, Canada
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Gutiérrez J. Revisión de la literatura para terapia sistémica del cáncer de mama en etapas tempranas. Medwave 2010. [DOI: 10.5867/medwave.2010.01.4339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
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Lwin Z, Leighl N. Economic evaluation of docetaxel for breast cancer. Expert Opin Pharmacother 2009; 10:283-90. [DOI: 10.1517/14656560802653206] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Liubao P, Xiaomin W, Chongqing T, Karnon J, Gannong C, Jianhe L, Wei C, Xia L, Junhua C. Cost-effectiveness analysis of adjuvant therapy for operable breast cancer from a Chinese perspective: doxorubicin plus cyclophosphamide versus docetaxel plus cyclophosphamide. PHARMACOECONOMICS 2009; 27:873-86. [PMID: 19803541 DOI: 10.2165/11314750-000000000-00000] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
An oncology trial compared four cycles of doxorubicin/cyclophosphamide (AC) with four cycles of docetaxel/cyclophosphamide (TC) in operable breast cancer patients (71% were diagnosed with hormone receptor positive and 48% with node-negative breast cancer). The objective of this study was to estimate the lifetime cost effectiveness of AC versus TC, from a Chinese healthcare provider perspective, based on a clinical trial. A lifetime cost-effectiveness analysis was performed using a Markov model. Events rates and utilities in the Markov model were derived from published papers. Data on cost of breast cancer care were obtained from the Second Xiangya Hospital of Central South University, Changsha, PR China. One-way sensitivity analysis and probabilistic sensitivity analysis were undertaken. Cost estimates were valued in Chinese yuan (Y), year 2008 values. All costs and outcomes were discounted at 3% per annum. Patients receiving TC gained 14.45 QALYs, 0.41 QALYs more than patients receiving AC. The lifetime costs of patients receiving TC were Y93 511, Y10 116 more than that of AC patients. The incremental cost-effectiveness ratios were Y26 742 per life-year gained ( pound 2719.8 per year) and Y24 305 per QALY gained ( pound2471.9 per QALY). The most sensitive parameter in the model was the cost of primary cancer treatments in the TC arm. At a threshold willingness to pay of Y86 514 per QALY, the probability of TC being cost effective was 90%. Our model suggests that TC may be considered cost effective from a Chinese healthcare provider perspective, according to the threshold defined by the WHO.
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Affiliation(s)
- Peng Liubao
- Department of Pharmacy, The Second Xiangya Hospital of Central South University, Changsha, People's Republic China.
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Lee SG, Jee YG, Chung HC, Kim SB, Ro J, Im YH, Im SA, Seo JH. Cost–effectiveness analysis of adjuvant therapy for node positive breast cancer in Korea: docetaxel, doxorubicin and cyclophosphamide (TAC) versus fluorouracil, doxorubicin and cyclophosphamide (FAC). Breast Cancer Res Treat 2008; 114:589-95. [DOI: 10.1007/s10549-008-0035-0] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2007] [Accepted: 04/16/2008] [Indexed: 11/30/2022]
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