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Chaudhari VS, Hole KC, Issa AM. Evaluating the quality of the economic evidence in colorectal cancer genomics studies. Per Med 2022; 19:361-375. [PMID: 35786999 DOI: 10.2217/pme-2021-0006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The increase in the use of genome-based screening and diagnostic tests adds to the overall costs of oncologic care for colorectal cancer. This, in turn, has resulted in an increase in published economic analyses. Aim: To perform a systematic literature review of the available economic evidence evaluating the value of genomic testing for colorectal cancer and appraise the quality of the economic studies conducted to date. Methods: A systematic review of the literature for economic studies of colorectal cancer genomics from January 2006 through October 2020, and evaluation of study quality using the Quality of Health Economic Studies (QHES) instrument was conducted. The validated QHES was then applied to a final set of articles that met eligibility criteria. Results: Our search of the literature initially yielded 12,859 records. A final set of 49 articles met our inclusion criteria. The QHES score ranged from 24 to 100, with an average score of 82. Most of the studies (n = 40, 82%) scored above 75 and were considered of good quality. Conclusion: Our analysis revealed that most of the economic analyses of colorectal cancer genomic molecular diagnostics in the literature may be of good quality. There is, however, some variation in methodological rigor between the articles.
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Affiliation(s)
- Vivek S Chaudhari
- Personalized Precision Medicine & Targeted Therapeutics, Springfield, PA 19064, USA.,Health Policy, University of the Sciences, Philadelphia, PA 19104, USA
| | - Kanchan C Hole
- Personalized Precision Medicine & Targeted Therapeutics, Springfield, PA 19064, USA
| | - Amalia M Issa
- Personalized Precision Medicine & Targeted Therapeutics, Springfield, PA 19064, USA.,Health Policy, University of the Sciences, Philadelphia, PA 19104, USA.,Pharmaceutical Sciences, University of the Sciences, Philadelphia, PA 19104, USA.,Family Medicine, McGill University, Montreal, QC, H3S 1Z1, Canada
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Djordjevic B, Broaddus RR. Laboratory Assays in Evaluation of Lynch Syndrome in Patients with Endometrial Carcinoma. Surg Pathol Clin 2016; 9:289-99. [PMID: 27241109 DOI: 10.1016/j.path.2016.01.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
This article reviews the main tissue testing modalities for Lynch Syndrome in the pathology laboratory, such as immunohistochemistry and PCR based analyses, and discusses their routine application, interpretation pitfalls, and troubleshooting of common technical performance issues. Discrepancies between laboratory and genetic testing may arise, and are examined in the context of the complexity of molecular abnormalities associated with Lynch Syndrome. The merits of targeted versus universal screening in a changing healthcare climate are addressed. In the absence of comprehensive screening programs, specific tumor topography and histological features that may prompt pathologist-initiated molecular tumor testing are outlined.
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Affiliation(s)
- Bojana Djordjevic
- Department of Pathology and Laboratory Medicine, University of Ottawa, The Ottawa Hospital, Eastern Ontario Regional Laboratory, 501 Smyth Road, Ottawa, Ontario K1H 8L6, Canada.
| | - Russell R Broaddus
- Department of Pathology, Unit 85, University of Texas M.D. Anderson Cancer Center, 1515 Holcombe Blvd., Houston, TX 77030, USA
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Bartley AN, Hamilton SR. Select biomarkers for tumors of the gastrointestinal tract: present and future. Arch Pathol Lab Med 2014; 139:457-68. [PMID: 25333834 DOI: 10.5858/arpa.2014-0189-ra] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
CONTEXT Advances in molecular biomarkers of the gastrointestinal tract have contributed to a decline in the incidence of and mortality from diseases of the gastrointestinal tract. The discovery and clinical validation of new biomarkers are important to personalized cancer therapy, and numerous clinical trials are currently ongoing to help identify individualized therapy affecting these biomarkers and molecular mechanisms they represent. Distinct molecular pathways leading to cancers of the colorectum, esophagus, stomach, small bowel, and pancreas have been identified. Using biomarkers in these pathways to direct patient care, including selection of proper molecular testing for identification of actionable mutations and reporting the results of these biomarkers to guide clinicians and genetic counselors, is paramount. OBJECTIVE To examine and review select clinically actionable biomarkers of the colon, esophagus, stomach, small bowel, and pancreas, including present and future biomarkers with relevant clinical trials. DATA SOURCES Extensive literature review and practical and consultation experience of the authors. CONCLUSIONS Although numerous biomarkers have been identified and are currently guiding patient therapy, few have shown evidence of clinical utility in the management of patients with gastrointestinal cancers. Inconsistent results and discordant proposed algorithms for testing were identified throughout the literature; however, the potential for biomarkers to improve outcomes for patients with gastrointestinal cancer remains high. Continued advances through high-quality studies are needed.
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Affiliation(s)
- Angela N Bartley
- From Molecular Diagnostics, Department of Pathology, St. Joseph Mercy Hospital, Ypsilanti, Michigan (Dr Bartley); and the Division of Pathology and Laboratory Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas (Dr Hamilton)
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Yang M, Patel DS, Tufail W, Issa AM. The quality of economic studies of cancer pharmacogenomics: a quantitative appraisal of the evidence. Expert Rev Pharmacoecon Outcomes Res 2014; 13:597-611. [PMID: 24138646 DOI: 10.1586/14737167.2013.838023] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
This study evaluated the quality of health economic studies of cancer pharmacogenomics (PGx). A systematic search of the literature for economic studies of PGx was conducted in four common cancers. Evaluation of study quality was carried out using the quality of health economic studies instrument. Thirty-nine articles met our eligibility criteria and were selected and accepted for further statistical analyses. The majority of articles (85%) were studies focusing on breast cancer. The overall weighted mean quality score was 85.10, with a range from 21 to 100. Eighty-seven percent of articles were categorized as good quality, whereas some 10 and 3% were categorized as moderate and poor quality, respectively. The quality of economic studies of cancer PGx is generally good but varied widely. We identified several attributes that are predictive of quality. Our findings may be useful for oncologists, health economists and decision makers interested in evaluating studies involving PGx.
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Affiliation(s)
- Mo Yang
- Program in Personalized Medicine & Targeted Therapeutics, University of the Sciences, Philadelphia, 600 S. 43rd St., Philadelphia, PA, USA
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Djordjevic B, Broaddus RR. Role of the clinical pathology laboratory in the evaluation of endometrial carcinomas for Lynch syndrome. Semin Diagn Pathol 2014; 31:195-204. [PMID: 24951283 DOI: 10.1053/j.semdp.2014.03.005] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Molecular diagnostic testing of endometrial carcinomas in the pathology laboratory has recently emerged as a key component of the clinical evaluation of Lynch syndrome in many centers. Testing modalities involve immunohistochemical and PCR-based analyses. This article outlines the routine application of these analyses, provides a practical guide for troubleshooting some of the common technical issues related to their performance, and reviews common pitfalls in their interpretation. Discrepancies between tissue testing and genetic testing results are discussed in the context of the current understanding of endometrial cancer biology. The merits of universal versus targeted tissue testing based on clinical patient history and histological tumor appearance are also addressed.
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Affiliation(s)
- Bojana Djordjevic
- Department of Pathology and Laboratory Medicine, University of Ottawa, The Ottawa Hospital, Eastern Ontario Regional Laboratory, 501 Smyth Road, Ottawa, Ontario, Canada K1H 8L6.
| | - Russell R Broaddus
- Department of Pathology, University of Texas M.D. Anderson Cancer Center, Box 85, 1515 Holcombe Blvd, Houston, Texas 77030
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Antoñanzas F, Rodríguez-Ibeas R, Hutter MF, Lorente R, Juárez C, Pinillos M. Genetic testing in the European Union: does economic evaluation matter? THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2012; 13:651-661. [PMID: 21598012 DOI: 10.1007/s10198-011-0319-x] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/23/2010] [Accepted: 04/27/2011] [Indexed: 05/30/2023]
Abstract
OBJECTIVE We review the published economic evaluation studies applied to genetic technologies in the EU to know the main diseases addressed by these studies, the ways the studies were conducted and to assess the efficiency of these new technologies. The final aim of this review was to understand the possibilities of the economic evaluations performed up to date as a tool to contribute to decision making in this area. METHODS We have reviewed a set of articles found in several databases until March 2010. Literature searches were made in the following databases: PubMed; Euronheed; Centre for Reviews and Dissemination of the University of York-Health Technology Assessment, Database of Abstracts of Reviews of Effects, NHS Economic Evaluation Database; and Scopus. The algorithm was "(screening or diagnosis) and genetic and (cost or economic) and (country EU27)". We included studies if they met the following criteria: (1) a genetic technology was analysed; (2) human DNA must be tested for; (3) the analysis was a real economic evaluation or a cost study, and (4) the articles had to be related to any EU Member State. RESULTS We initially found 3,559 papers on genetic testing but only 92 articles of economic analysis referred to a wide range of genetic diseases matched the inclusion criteria. The most studied diseases were as follows: cystic fibrosis (12), breast and ovarian cancer (8), hereditary hemochromatosis (6), Down's syndrome (7), colorectal cancer (5), familial hypercholesterolaemia (5), prostate cancer (4), and thrombophilia (4). Genetic tests were mostly used for screening purposes, and cost-effectiveness analysis is the most common type of economic study. The analysed gene technologies are deemed to be efficient for some specific population groups and screening algorithms according to the values of their cost-effectiveness ratios that were below the commonly accepted threshold of 30,000€. CONCLUSIONS Economic evaluation of genetic technologies matters but the number of published studies is still rather low as to be widely used for most of the decisions in different jurisdictions across the EU. Further, the decision bodies across EU27 are fragmented and the responsibilities are located at different levels of the decision process for what it is difficult to find out whether a given decision on genetic tests was somehow supported by the economic evaluation results.
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Affiliation(s)
- Fernando Antoñanzas
- Department of Economics, University of La Rioja, La Cigüeña 60, 26004, Logroño, Spain.
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Yoon YS, Yu CS, Kim TW, Kim JH, Jang SJ, Cho DH, Roh SA, Kim JC. Mismatch repair status in sporadic colorectal cancer: immunohistochemistry and microsatellite instability analyses. J Gastroenterol Hepatol 2011; 26:1733-9. [PMID: 21615788 DOI: 10.1111/j.1440-1746.2011.06784.x] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND AIM The aim of the present study was to evaluate associations between mismatch repair (MMR) status and clinicopathological characteristics and prognosis using immunohistochemistry (IHC) and microsatellite instability (MSI) analyses in a prospective cohort of a large number of accumulated samples. METHODS Tumor tissue samples obtained during curative surgery (n = 2028) were analyzed using both MLH1/MSH2 IHC and MSI assays. Clinicopathological parameters and survival outcomes were compared according to IHC and MSI results. The median follow-up period was 43 months (range: 1-85 months). RESULTS IHC identified 207 tumor samples (10.2%) with a loss of either MLH1 or MSH2 expression. The MSI analysis identified 203 tumor samples (10%) with high-frequency MSI (MSI-H). Patients with MMR defects were younger, and had tumors characterized by right-colon predilection; large-size, infrequent lymph node metastasis; poorly-differentiated or mucinous histology, and synchronous adenomas (P < 0.001-0.008). Patients with MSI-H status had higher 4-year disease-free survival rates than patients with microsatellite stable status (90.8% vs 80.6%, P = 0.001). A multivariate analysis showed that MSI-H status was a good prognostic factor for recurrence (hazard ratio: 0.48, 95% confidence interval: 0.30-0.83, P = 0.007). CONCLUSIONS Patients with MMR defects had distinct clinicopathological characteristics, including a lower risk of recurrence. IHC and MSI analyses provided complementary information regarding specific clinicopathological parameters and prognosis.
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Affiliation(s)
- Yong Sik Yoon
- Department of Surgery, University of Ulsan College of Medicine and Asan Medical Center, Seoul, Korea
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Bartley AN, Luthra R, Saraiya DS, Urbauer DL, Broaddus RR. Identification of cancer patients with Lynch syndrome: clinically significant discordances and problems in tissue-based mismatch repair testing. Cancer Prev Res (Phila) 2011; 5:320-7. [PMID: 22086678 DOI: 10.1158/1940-6207.capr-11-0288] [Citation(s) in RCA: 106] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Tissue-based microsatellite instability (MSI) analysis and immunohistochemistry for DNA mismatch repair proteins are accepted screening tools to evaluate patients with cancer for Lynch syndrome. These laboratory analyses are thus important tools in cancer prevention. Quality assurance review was conducted to identify test discordances and problems. These results were then analyzed in conjunction with genetic testing outcomes. Six hundred and forty-six consecutive tumors from 2002 to 2010 were examined. MSI-low tumors were excluded so that 591 tumors comprised the final analyses. Discordance was defined as a discrepancy between immunohistochemical and MSI analysis. Problem was defined as indeterminate or questionable immunohistochemical or MSI results. All results and clinical and family histories were centrally reviewed by two pathologists and one genetics counselor. Discordances and problems were identified in 23 of 591 (3.9%) of the tumors. Twelve of 102 MSI-high carcinomas (11.8%) and one of 489 microsatellite stable tumors had discordant immunohistochemistry. Of these 13 tumors, 11 were from patients who had personal and/or family cancer histories concerning for a germline mismatch repair gene mutation. In addition to discordances, 10 tumors with problematic immunohistochemical profiles were identified. Accurate evaluation of MSI was possible in all tumors. In summary, concordance between immunohistochemistry and MSI was high, particularly for tumors that are microsatellite stable. Greater frequency of test discordance was identified in the tumors that were MSI-high. Thus, a major consequence of the use of immunohistochemistry by itself as a screen is the failure to identify colorectal and endometrial cancer patients who likely have Lynch syndrome.
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Affiliation(s)
- Angela N Bartley
- Division of Pathology and Laboratory Medicine, University of Texas MD Anderson Cancer Center, Houston, Texas 77030, USA
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Lee-Kong SA, Markowitz AJ, Glogowski E, Papadopoulos C, Stadler Z, Weiser MR, Temple LK, Guillem JG. Prospective Immunohistochemical Analysis of Primary Colorectal Cancers for Loss of Mismatch Repair Protein Expression. Clin Colorectal Cancer 2010; 9:255-9. [DOI: 10.3816/ccc.2010.n.038] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
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Barrow E, Jagger E, Brierley J, Wallace A, Evans G, Hill J, McMahon R. Semiquantitative assessment of immunohistochemistry for mismatch repair proteins in Lynch syndrome. Histopathology 2010; 56:331-44. [PMID: 20459533 DOI: 10.1111/j.1365-2559.2010.03485.x] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
AIMS To assess semiquantitative immunohistochemistry as used in the diagnosis of Lynch syndrome. METHODS AND RESULTS Tumour sections from 51 mutation carriers and 17 controls were stained with antibodies against MLH1, MSH2, MSH6 and PMS2. Intensity of immunoreactivity and percentage positivity were recorded on scales of 0-3 and 0-4, respectively. These scores were multiplied for a score of 0-12 per slide. Receiver-operator characteristic (ROC) curves of staining performance for the identification of mutation carriers were evaluated, and optimum cut-offs calculated. The area under the MLH1 ROC curve was 0.981 [95% confidence interval (CI) 0.952, 1.000]. The area under the MSH2 ROC curve was 0.899 (95% CI 0.796, 1.000). For MLH1 staining, a score<or=4 gives a sensitivity of 100.0% (95% CI 84.0, 100.0) and a specificity of 91.5% (95% CI 79.6, 97.6) for identifying MLH1 mutation carriers. For MSH2 staining, a score<or=4 gives a sensitivity of 87.5% (95% CI 61.7, 98.4) and specificity of 88.5% (95% CI 76.5, 95.6) for identifying MSH2 mutation carriers. CONCLUSIONS This study supports a semiquantitative slide assessment method. Protein expression may occur in the context of known pathogenic mutations, a potential pitfall in the screening process.
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Affiliation(s)
- Emma Barrow
- Department of General Surgery, Manchester Royal Infirmary, Manchester, M13 9WL, UK.
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Newton K, Hill J. 5-FU and mismatch repair deficient colorectal cancer: is it time to consider a change in practice? Colorectal Dis 2010; 12:706-7. [PMID: 20105202 DOI: 10.1111/j.1463-1318.2010.02220.x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
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Guastadisegni C, Colafranceschi M, Ottini L, Dogliotti E. Microsatellite instability as a marker of prognosis and response to therapy: a meta-analysis of colorectal cancer survival data. Eur J Cancer 2010; 46:2788-98. [PMID: 20627535 DOI: 10.1016/j.ejca.2010.05.009] [Citation(s) in RCA: 288] [Impact Index Per Article: 20.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2010] [Accepted: 05/04/2010] [Indexed: 02/06/2023]
Abstract
BACKGROUND AND METHODS We have reviewed and pooled data from published studies to evaluate the relationship between microsatellite instability (MSI) and colorectal cancer (CRC) prognosis. Thirty-one eligible studies reporting survival in 12782 patients characterised for MSI were pooled using a fixed- or random-effects model. RESULTS The summary odds ratio (OR) estimate for overall survival (OS) associated with MSI was 0.6 (95%CI 0.53-0.69, p<0.0001), with no evidence of heterogeneity. The effect was similar for disease-free survival (DFS) (OR=0.58, 95%CI 0.47-0.72, p<0.0001). In a subset of patients treated with 5-fluorouracil (5-FU)-based chemotherapy a significant improved prognosis was found for microsatellite stable (MSS) tumours (OR=0.52, 95%CI 0.4-0.6, p<0.0001) with no heterogeneity (p=0.53; I(2)=0%). By contrast a large heterogeneity characterised the data relative to 396 patients with MSI tumours (OR=0.69, 95%CI 0.3-1.5, p=0.1; heterogeneity: p=0.03; I(2)=58%). CONCLUSIONS This study confirmed the association between MSI and favourable prognosis as determined by both OS and DFS of CRC patients. A significant beneficial effect of 5-FU therapy was found for MSS tumours whilst no clear conclusion was reached for MSI tumours due to the high inter-study heterogeneity. We propose that this inconclusive result is due to the use of a single marker, such as MSI, that cannot account alone for the complexity of the mechanisms underlying 5-FU cytotoxicity. Future studies to predict response to 5-FU chemotherapy should include additional genome stability markers.
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Affiliation(s)
- Cecilia Guastadisegni
- Department of Environment and Primary Prevention, Molecular Epidemiology Unit, Istituto Superiore di Sanità, Rome, Italy
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Sinicrope FA. DNA mismatch repair and adjuvant chemotherapy in sporadic colon cancer. Nat Rev Clin Oncol 2010; 7:174-7. [PMID: 20190798 DOI: 10.1038/nrclinonc.2009.235] [Citation(s) in RCA: 68] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Defective DNA mismatch repair (MMR) occurs in approximately 15% of sporadic colorectal cancers (CRCs). Multiple retrospective studies have shown that patients with MMR-deficient CRCs have a more favorable stage-adjusted prognosis compared with those who have MMR-proficient tumors. Evidence also indicates that patients with MMR-deficient colon cancers do not benefit from treatment with adjuvant 5-fluorouracil chemotherapy. Furthermore, recent studies, including a pooled analysis, have validated the prognostic and predictive impact of MMR status in patients with stage II and III colon cancer who were treated in adjuvant chemotherapy trials. Given these data, it can be recommended that MMR status be determined and used to inform clinical decision-making for adjuvant chemotherapy in patients with stage II colon cancer.
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Affiliation(s)
- Frank A Sinicrope
- Division of Oncology, Mayo Clinic and Mayo Cancer Center, Rochester, MN 55905, USA.
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Wong WB, Carlson JJ, Thariani R, Veenstra DL. Cost effectiveness of pharmacogenomics: a critical and systematic review. PHARMACOECONOMICS 2010; 28:1001-13. [PMID: 20936884 DOI: 10.2165/11537410-000000000-00000] [Citation(s) in RCA: 80] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/20/2023]
Abstract
The use of pharmacogenetic testing in clinical practice is limited thus far. A potential barrier to the widespread implementation of pharmacogenetic testing is the lack of evidence on whether testing provides good value for money. The objective of this review was to provide a systematic and critical review of economic evaluations of pharmacogenetic testing. A literature search using publically available databases was performed for articles published up to October 2009. To be included, studies had to meet the definition of being a pharmacogenomic study (defined as use of information on human genetic variation to target drug therapy) and an economic evaluation (defined as an evaluation of both costs and clinical outcomes). Articles that met these criteria were subsequently reviewed and graded using the Quality of Health Economic Studies (QHES) instrument. Lastly, the evidence for biomarker validity and utility were qualitatively assessed using expert opinion. A total of 34 articles were identified using our defined criteria. The most common disease category was thromboembolic-related diseases (26%), while the most common biomarkers were thiopurine methyltransferase and cytochrome P450 2C9 (18% each). Almost all studies were published after 2004 (91%). Two types of studies were identified: cost-effectiveness studies and cost-utility studies, with roughly half of the overall studies being cost-utility studies (53%) and a majority of these published within the last 3 years. The average quality score was 77 (range 29-99). Of the biomarkers reviewed, it was estimated that most had demonstrated clinical validity, but only two had demonstrated clinical utility. Despite a recent increase in the number of economic evaluations of pharmacogenetic applications, further studies examining the clinical validity and utility of these biomarkers are needed to support cost-effectiveness assessments.
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Affiliation(s)
- William B Wong
- University of Washington, Pharmaceutical Outcomes Research and Policy Program, Department of Pharmacy, Seattle, Washington 98195-7630, USA
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Søreide K, Nedrebø BS, Knapp JC, Glomsaker TB, Søreide JA, Kørner H. Evolving molecular classification by genomic and proteomic biomarkers in colorectal cancer: Potential implications for the surgical oncologist. Surg Oncol 2009; 18:31-50. [DOI: 10.1016/j.suronc.2008.06.006] [Citation(s) in RCA: 38] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2008] [Revised: 06/13/2008] [Accepted: 06/16/2008] [Indexed: 02/07/2023]
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