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Tang R, Pennello G. Validation of Prognostic Marker Tests: Statistical Lessons Learned From Regulatory Experience. Ther Innov Regul Sci 2016; 50:241-252. [DOI: 10.1177/2168479015601721] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Lee J, Tollefson E, Daly M, Kielb E. A generalized health economic and outcomes research model for the evaluation of companion diagnostics and targeted therapies. Expert Rev Pharmacoecon Outcomes Res 2014; 13:361-70. [PMID: 23763533 DOI: 10.1586/erp.13.23] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
AIMS To present a generalized model to evaluate health and economic outcomes of targeted drug therapies and associated companion diagnostic tests with two applications. METHOD An analytical model and derivatives applied to a nonlinear equation representing the costs and benefits of targeted therapy and associated companion diagnostics is developed. Economic analysis is then applied to a breast and colorectal cancer application with a multiparameter sensitivity analysis. RESULTS The generalized model readily facilitates trade-off analysis between, for example, alternative diagnostic test strategy cost and performance, and accounts for alternative therapy costs and benefits. Example applications demonstrate test performance and therapy costs and benefits are generally more critical parameters relative to diagnostic test cost. CONCLUSION While obtaining accurate data on therapy cost and benefits, test performance remains a key challenge in these analyses, the model presents key trade-offs and priorities for research to obtain more accurate clinical and economic information.
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Affiliation(s)
- Jim Lee
- Altarum Institute, 3520 Green Court Suite 300, Ann Arbor, MI 48105, USA.
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Ansari M. The Regulation of Companion Diagnostics: A Global Perspective. Ther Innov Regul Sci 2013; 47:405-415. [DOI: 10.1177/2168479013492734] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Newman-Toker DE, McDonald KM, Meltzer DO. How much diagnostic safety can we afford, and how should we decide? A health economics perspective. BMJ Qual Saf 2013; 22 Suppl 2:ii11-ii20. [PMID: 24048914 PMCID: PMC3786645 DOI: 10.1136/bmjqs-2012-001616] [Citation(s) in RCA: 84] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/01/2013] [Revised: 08/07/2013] [Accepted: 08/08/2013] [Indexed: 12/31/2022]
Affiliation(s)
- David E Newman-Toker
- Department of Neurology,Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Kathryn M McDonald
- Center for Primary Care and Outcomes Research/Center for Health Policy, Stanford University, Stanford, California, USA
- School of Public Health, University of California, Berkeley, California, USA
| | - David O Meltzer
- Department of Medicine, Center for Health and the Social Sciences, University of Chicago, Chicago, Illinois, USA
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Issa AM, Tufail W, Atehortua N, McKeever J. A national study of breast and colorectal cancer patients’ decision-making for novel personalized medicine genomic diagnostics. Per Med 2013; 10:245-256. [DOI: 10.2217/pme.13.17] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Aim: Molecular diagnostics are increasingly being used to help guide decision-making for personalized medical treatment of breast and colorectal cancer patients. The main aim of this study was to better understand and determine breast and colorectal cancer patients’ decision-making strategies and the trade-offs they make in deciding about characteristics of molecular genomic diagnostics for breast and colorectal cancer. Patients & methods: We surveyed a nationally representative sample of 300 breast and colorectal cancer patients using a previously developed web-administered instrument. Eligibility criteria included patients aged 18 years and older with either breast or colorectal cancer. We explored several attributes and attribute levels of molecular genomic diagnostics in 20 scenarios. Results: Our analysis revealed that both breast and colorectal cancer patients weighted the capability of molecular genomic diagnostics to determine the probability of treatment efficacy as being of greater importance than information provided to detect adverse events. The probability of either false-positive or -negative results was ranked highly as a potential barrier by both breast and colorectal patients. However, 78.6% of breast cancer patients ranked the possibility of a ‘false-negative test result leading to undertreatment’ higher than the ‘chance of a false positive, which may lead to overtreatment’ (68%). This finding contrasted with the views of colorectal cancer patients who ranked the chance of a false positive as being of greater concern than a false negative (72.8 vs 63%). Overall, cancer patients exhibited a high willingness to accept and pay for genomic diagnostic tests, especially among breast cancer patients. Cancer patients seek a test accuracy rate of 90% or higher. Breast and colorectal cancer patients’ decisions about genomic diagnostics are influenced more by the probability of being cured than by avoiding potential severe adverse events. Conclusion: This study provides insights into the relative weight that breast and colorectal cancer patients place on various aspects of molecular genomic diagnostics, and the trade-offs they are willing to make among attributes of such tests.
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Affiliation(s)
- Amalia M Issa
- Department of Health Policy & Public Health, University of the Sciences, 600 South 43rd Street, Philadelphia, PA 19104, USA
- College of Pharmacy, University of Houston, Houston, TX, USA
- The Methodist Hospital Research Institute, Houston, TX, USA
| | - Waqas Tufail
- Program in Personalized Medicine & Targeted Therapeutics, University of the Sciences, Philadelphia, PA, USA
| | - Nelson Atehortua
- Program in Personalized Medicine & Targeted Therapeutics, University of the Sciences, Philadelphia, PA, USA
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Faulkner E, Annemans L, Garrison L, Helfand M, Holtorf AP, Hornberger J, Hughes D, Li T, Malone D, Payne K, Siebert U, Towse A, Veenstra D, Watkins J. Challenges in the development and reimbursement of personalized medicine-payer and manufacturer perspectives and implications for health economics and outcomes research: a report of the ISPOR personalized medicine special interest group. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2012; 15:1162-71. [PMID: 23244820 DOI: 10.1016/j.jval.2012.05.006] [Citation(s) in RCA: 96] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2011] [Revised: 05/10/2012] [Accepted: 05/11/2012] [Indexed: 05/22/2023]
Abstract
BACKGROUND Personalized medicine technologies can improve individual health by delivering the right dose of the right drug to the right patient at the right time but create challenges in deciding which technologies offer sufficient value to justify widespread diffusion. Personalized medicine technologies, however, do not neatly fit into existing health technology assessment and reimbursement processes. OBJECTIVES In this article, the Personalized Medicine Special Interest Group of the International Society for Pharmacoeconomics and Outcomes Research evaluated key development and reimbursement considerations from the payer and manufacturer perspectives. METHODS Five key areas in which health economics and outcomes research best practices could be developed to improve value assessment, reimbursement, and patient access decisions for personalized medicine have been identified. RESULTS These areas are as follows: 1 research prioritization and early value assessment, 2 best practices for clinical evidence development, 3 best practices for health economic assessment, 4 addressing health technology assessment challenges, and 5 new incentive and reimbursement approaches for personalized medicine. CONCLUSIONS Key gaps in health economics and outcomes research best practices, decision standards, and value assessment processes are also discussed, along with next steps for evolving health economics and outcomes research practices in personalized medicine.
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Joseph CR, Lalitha P, Sivaraman KR, Ramasamy K, Behera UC. Real-time polymerase chain reaction in the diagnosis of acute postoperative endophthalmitis. Am J Ophthalmol 2012; 153:1031-7.e2. [PMID: 22381364 DOI: 10.1016/j.ajo.2011.12.007] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2011] [Revised: 12/17/2011] [Accepted: 12/19/2011] [Indexed: 11/28/2022]
Abstract
PURPOSE To evaluate the efficacy of quantitative real-time polymerase chain reaction (qPCR) in the diagnosis of postoperative bacterial endophthalmitis among patients who underwent cataract surgery at a tertiary care center. DESIGN Prospective experimental study. METHODS This was a single-center study of 64 eyes of 64 patients presenting with clinical signs and symptoms of endophthalmitis within 1 year of cataract surgery. Patients with glaucoma filtering or cornea surgery in the past year, postoperative trauma, fungal endophthalmitis, or preoperative inflammatory conditions were excluded. Vitreous samples were obtained during vitreous tap or vitrectomy and sent for both culture and qPCR with sequencing. Vitreous samples obtained from 50 patients undergoing vitrectomy for noninflammatory indications served as controls. The main outcome measures were the sensitivity of qPCR compared to culture and concordance of results of pathogen identification with sequencing vs phenotypic speciation. RESULTS qPCR detected 16s bacterial DNA in 37 patients (66%), compared to 19 (34%) with traditional culture. Only 1 patient had a positive result by culture (Nocardia species) but negative result by qPCR. For the 18 samples positive by both qPCR and culture, there was a 100% concordance in pathogen identification between sequencing and phenotypic speciation. CONCLUSION In cases of suspected bacterial endophthalmitis, qPCR offers an improved diagnostic yield and may be a useful adjunct to traditional culture. Further large-scale clinical studies are needed to elucidate the full clinical utility of qPCR.
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Affiliation(s)
- Cornelia Reena Joseph
- Department of Microbiology, Dr G. Venkasamy Eye Research Institute Aravind Medical Research Foundation, Madurai, Tamil Nadu, India
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Abstract
This Perspective highlights biomarkers that are expressed as a consequence of cancer development and progression. We focus on those biomarkers that are most relevant for identifying patients who are likely to respond to a given therapy, as well as those biomarkers that are most effective for measuring patient response to therapy. These two measures are necessary for selecting the right drug for the right patient, regardless of whether the setting is in drug development or in the post-approval use of the drug for patients with cancer. We also discuss the innovative designs of clinical trials and methodologies that are used to validate and qualify biomarkers for use in specific contexts. Furthermore, we look ahead to the promises and challenges in the field of cancer biomarkers.
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Ginsburg GS, Staples J, Abernethy AP. Academic medical centers: ripe for rapid-learning personalized health care. Sci Transl Med 2012; 3:101cm27. [PMID: 21937754 DOI: 10.1126/scitranslmed.3002386] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
In an attempt to reduce the lengthy process of translating scientific findings into clinical practice, the United States and several European governments are making substantial investments in health information technology, comparative effectiveness research, and increased access to quality health care. New technologies--genomics in particular--are expected to usher in more cost-effective personalized health care. Academic medical centers can play a central role in this transformation through the development of rapid learning environments, evidence generation, implementation research, and education of health professionals and the public.
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Affiliation(s)
- Geoffrey S Ginsburg
- Center for Genomic Medicine, Duke Institute for Genome Science & Policy, Duke University Health System, Durham, NC 27708, USA.
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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: 487] [Impact Index Per Article: 37.5] [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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Malik NN. Overhauling the reimbursement system for molecular diagnostics. Nat Biotechnol 2011; 29:390-1. [DOI: 10.1038/nbt.1869] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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