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Kasztura M, Richard A, Bempong NE, Loncar D, Flahault A. Cost-effectiveness of precision medicine: a scoping review. Int J Public Health 2019; 64:1261-1271. [PMID: 31650223 PMCID: PMC6867980 DOI: 10.1007/s00038-019-01298-x] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2019] [Revised: 08/19/2019] [Accepted: 09/04/2019] [Indexed: 12/16/2022] Open
Abstract
Objectives Precision medicine (PM) aims to improve patient outcomes by stratifying or individualizing diagnosis and treatment decisions. Previous reviews found inconclusive evidence as to the cost-effectiveness of PM. The purpose of this scoping review was to describe current research findings on the cost-effectiveness of PM and to identify characteristics of cost-effective interventions.
Methods We searched PubMed with a combination of terms related to PM and economic evaluations and included studies published between 2014 and 2017.
Results A total of 83 articles were included, of which two-thirds were published in Europe and the USA. The majority of studies concluded that the PM intervention was at least cost-effective compared to usual care. However, the willingness-to-pay thresholds varied widely. Key factors influencing cost-effectiveness included the prevalence of the genetic condition in the target population, costs of genetic testing and companion treatment and the probability of complications or mortality. Conclusions This review may help inform decisions about reimbursement, research and development of PM interventions. Electronic supplementary material The online version of this article (10.1007/s00038-019-01298-x) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Miriam Kasztura
- Department of Health Professions, Bern University of Applied Sciences, Bern, Switzerland.
| | - Aude Richard
- Institute of Global Health, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Nefti-Eboni Bempong
- Institute of Global Health, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Dejan Loncar
- Institute of Global Health, Faculty of Medicine, University of Geneva, Geneva, Switzerland
| | - Antoine Flahault
- Institute of Global Health, Faculty of Medicine, University of Geneva, Geneva, Switzerland
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Chang JW, Park KW, Heo JH, Jung SN, Liu L, Kim SM, Kwon IS, Koo BS. Relationship Between 18F-fluorodeoxyglucose Accumulation and the BRAF V600E Mutation in Papillary Thyroid Cancer. World J Surg 2018; 42:114-122. [PMID: 28808756 DOI: 10.1007/s00268-017-4136-y] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
BACKGROUND To determine whether 18F-fluoro-2-deoxyglucose (18F-FDG)-PET/CT is useful for predicting the BRAF V600E mutation status of a primary papillary thyroid carcinoma (PTC). METHODS A retrospective analysis was performed in 108 patients who underwent 18F-FDG positron emission tomography-computed tomography (PET/CT) for staging before thyroidectomy and BRAF analysis in biopsy-confirmed PTC. The maximum standardized uptake value (SUVmax) of the primary tumor was calculated according to FDG accumulation. Univariate and multivariate analyses were performed to assess the association between the SUVmax and clinicopathological variables. RESULTS The BRAF V600E mutation was detected in 71 of 108 (65.7%) patients. In all subjects, the tumor size and BRAF V600E mutation were independently related to the SUVmax according to multivariate analyses (P = 0.002 and 0.007, respectively). The SUVmax was significantly higher in tumors with the BRAF V600E mutation than in tumors with wild-type BRAF (10.24 ± 11.89 versus 4.02 ± 3.86; P = 0.007). In the tumor size >1 cm subgroup, the BRAF V600E mutation was the only factor significantly associated with the SUVmax (P = 0.016). A SUVmax cutoff level of 4.9 was determined to be significant for predicting the BRAF V600E mutation status (sensitivity 77.4%, specificity 100.0%, area under the curve 0.929; P < 0.0001) according to ROC curve analysis. CONCLUSIONS The BRAF V600E mutation is independently associated with high 18F-FDG uptake in PTC, especially in those with a tumor size >1 cm.
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Affiliation(s)
- Jae Won Chang
- Department of Otolaryngology-Head and Neck Surgery, Research Institute for Medical Science, College of Medicine, Chungnam National University, 640 Daesa-Dong, Chung-Gu, Daejeon, 301-721, Republic of Korea
| | - Ki Wan Park
- Department of Otolaryngology-Head and Neck Surgery, Research Institute for Medical Science, College of Medicine, Chungnam National University, 640 Daesa-Dong, Chung-Gu, Daejeon, 301-721, Republic of Korea
| | - Jae Hyung Heo
- Department of Otolaryngology-Head and Neck Surgery, Research Institute for Medical Science, College of Medicine, Chungnam National University, 640 Daesa-Dong, Chung-Gu, Daejeon, 301-721, Republic of Korea
| | - Seung-Nam Jung
- Department of Otolaryngology-Head and Neck Surgery, Research Institute for Medical Science, College of Medicine, Chungnam National University, 640 Daesa-Dong, Chung-Gu, Daejeon, 301-721, Republic of Korea
| | - Lihua Liu
- Department of Medical Science, College of Medicine, Chungnam National University, Daejeon, Republic of Korea
| | - Sung Min Kim
- Department of Nuclear Medicine, College of Medicine, Chungnam National University, Daejeon, Republic of Korea
| | - In Sun Kwon
- Clinical Trial Center, Chungnam National University Hospital, Daejeon, Republic of Korea
| | - Bon Seok Koo
- Department of Otolaryngology-Head and Neck Surgery, Research Institute for Medical Science, College of Medicine, Chungnam National University, 640 Daesa-Dong, Chung-Gu, Daejeon, 301-721, Republic of Korea.
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de Koster EJ, de Geus-Oei LF, Dekkers OM, van Engen-van Grunsven I, Hamming J, Corssmit EPM, Morreau H, Schepers A, Smit J, Oyen WJG, Vriens D. Diagnostic Utility of Molecular and Imaging Biomarkers in Cytological Indeterminate Thyroid Nodules. Endocr Rev 2018; 39:154-191. [PMID: 29300866 DOI: 10.1210/er.2017-00133] [Citation(s) in RCA: 33] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2017] [Accepted: 12/27/2017] [Indexed: 12/21/2022]
Abstract
Indeterminate thyroid cytology (Bethesda III and IV) corresponds to follicular-patterned benign and malignant lesions, which are particularly difficult to differentiate on cytology alone. As ~25% of these nodules harbor malignancy, diagnostic hemithyroidectomy is still custom. However, advanced preoperative diagnostics are rapidly evolving.This review provides an overview of additional molecular and imaging diagnostics for indeterminate thyroid nodules in a preoperative clinical setting, including considerations regarding cost-effectiveness, availability, and feasibility of combining techniques. Addressed diagnostics include gene mutation analysis, microRNA, immunocytochemistry, ultrasonography, elastosonography, computed tomography, sestamibi scintigraphy, [18F]-2-fluoro-2-deoxy-d-glucose positron emission tomography (FDG-PET), and diffusion-weighted magnetic resonance imaging.The best rule-out tests for malignancy were the Afirma® gene expression classifier and FDG-PET. The most accurate rule-in test was sole BRAF mutation analysis. No diagnostic had both near-perfect sensitivity and specificity, and estimated cost-effectiveness. Molecular techniques are rapidly advancing. However, given the currently available techniques, a multimodality stepwise approach likely offers the most accurate diagnosis, sequentially applying one sensitive rule-out test and one specific rule-in test. Geographical variations in cytology (e.g., Hürthle cell neoplasms) and tumor genetics strongly influence local test performance and clinical utility. Multidisciplinary collaboration and implementation studies can aid the local decision for one or more eligible diagnostics.
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Affiliation(s)
- Elizabeth J de Koster
- Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Lioe-Fee de Geus-Oei
- Department of Radiology, Section of Nuclear Medicine, Leiden University Medical Center, Leiden, the Netherlands
| | - Olaf M Dekkers
- Department of Endocrinology, Leiden University Medical Center, Leiden, the Netherlands.,Department of Epidemiology, Leiden University Medical Center, Leiden, the Netherlands
| | | | - Jaap Hamming
- Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands
| | - Eleonora P M Corssmit
- Department of Endocrinology, Leiden University Medical Center, Leiden, the Netherlands
| | - Hans Morreau
- Department of Pathology, Leiden University Medical Center, Leiden, the Netherlands
| | - Abbey Schepers
- Department of Surgery, Leiden University Medical Center, Leiden, the Netherlands
| | - Jan Smit
- Department of Endocrinology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Wim J G Oyen
- Department of Radiology and Nuclear Medicine, Radboud University Medical Center, Nijmegen, the Netherlands.,Division of Radiotherapy and Imaging, Institute of Cancer Research, and Department of Nuclear Medicine, Royal Marsden Hospital, London, United Kingdom
| | - Dennis Vriens
- Department of Radiology, Section of Nuclear Medicine, Leiden University Medical Center, Leiden, the Netherlands
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Evaluation of molecular diagnostic approaches for the detection of BRAF p.V600E mutations in papillary thyroid cancer: Clinical implications. PLoS One 2017. [PMID: 28636673 PMCID: PMC5479585 DOI: 10.1371/journal.pone.0179691] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023] Open
Abstract
Differentiated papillary thyroid cancer (PTC) is the most common cancer of the endocrine system. PTC has a very good prognosis and a high 5 year survival rate; however, some patients are unresponsive to treatment, and their diagnosis eventually results in death. Recent efforts have focused on searching for prognostic and predictive factors that may enable treatment personalization and monitoring across the course of the disease. The presence of the BRAF mutation is considered to contribute to the risk of poor clinical course, according to American Thyroid Association (ATA) recommendations. The method used for genotyping can impact the predicted mutation frequency; however, ATA recommendations do not address this issue. We evaluated the molecular diagnostic (BRAF p.V600E mutation) results of 410 patients treated for PTC. We thoroughly analyzed the impact of three different BRAF mutation detection methods, Sanger Sequencing (Seq), allele-specific amplification PCR (ASA-PCR), and quantitative PCR (qPCR), on the frequency of mutation detection in 399 patients. Using Seq, we detected the BRAF mutation in 37% of patients; however, we were able to detect BRAF mutations in 57% and 60% of patients using the more sensitive ASA-PCR and qPCR technologies, respectively. Differences between methods were particularly marked in the thyroid papillary microcarcinoma group; BRAF p.V600E mutations were found in 37% of patients using Seq and 63% and 66% of patients using ASA-PCR and qPCR, respectively. We also evaluated how these different diagnostic methods were impacted by DNA quality. Applying methods with different sensitivities to the detection of BRAF p.V600E mutations may result in different results for the same patient; such data can influence stratification of patients into different risk groups, leading to alteration of treatment and follow-up schemes.
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Gweon HM, Koo HR, Son EJ, Kim JA, Youk JH, Hong SW, Lim BJ. Prognostic role of the Bethesda System for conventional papillary thyroid carcinoma. Head Neck 2016; 38:1509-14. [DOI: 10.1002/hed.24466] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2015] [Revised: 12/17/2015] [Accepted: 02/19/2016] [Indexed: 11/10/2022] Open
Affiliation(s)
- Hye Mi Gweon
- Department of Radiology; Yonsei University College of Medicine, Gangnam Severance Hospital; Seoul Republic of Korea
- Department of Radiology; Hanyang University College of Medicine; Seoul Republic of Korea
| | - Hye Ryoung Koo
- Department of Radiology; Hanyang University College of Medicine; Seoul Republic of Korea
| | - Eun Ju Son
- Department of Radiology; Yonsei University College of Medicine, Gangnam Severance Hospital; Seoul Republic of Korea
| | - Jeong-Ah Kim
- Department of Radiology; Yonsei University College of Medicine, Gangnam Severance Hospital; Seoul Republic of Korea
| | - Ji Hyun Youk
- Department of Radiology; Yonsei University College of Medicine, Gangnam Severance Hospital; Seoul Republic of Korea
| | - Soon Won Hong
- Department of Pathology; Yonsei University College of Medicine, Gangnam Severance Hospital; Seoul Republic of Korea
| | - Beom Jin Lim
- Department of Pathology; Yonsei University College of Medicine, Gangnam Severance Hospital; Seoul Republic of Korea
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Kuo LE, Kelz RR. Management of Thyroid Nodular Disease: Current Cytopathology Classifications and Genetic Testing. Surg Oncol Clin N Am 2015; 25:1-16. [PMID: 26610771 DOI: 10.1016/j.soc.2015.08.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
Preoperative diagnosis and operative planning for patients with thyroid nodules has improved over the last decade. The Bethesda criteria for cytopathologic classification of thyroid nodule aspirate has enhanced communication between pathologists and clinicians. Multiple genetic tests, including molecular markers and the Afirma gene expression classifier, have been developed and validated. The tests, along with clinical and radiologic information, are most useful in the setting of indeterminate cytology. The development of an updated diagnostic and treatment algorithm incorporating all available tests will help standardize the management of patients with nodular thyroid disease and reduce variation and inefficiencies in care.
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Affiliation(s)
- Lindsay E Kuo
- Department of Surgery, Hospital of the University of Pennsylvania, 3400 Spruce Street, 4 Silverstein, Philadelphia, PA 19104, USA
| | - Rachel R Kelz
- Division of Endocrine and Oncologic Surgery, Department of Surgery, Hospital of the University of Pennsylvania, 3400 Spruce Street, 4 Silverstein, Philadelphia, PA 19104, USA.
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Pagni F, L’Imperio V, Bono F, Garancini M, Roversi G, De Sio G, Galli M, Smith AJ, Chinello C, Magni F. Proteome analysis in thyroid pathology. Expert Rev Proteomics 2015; 12:375-90. [DOI: 10.1586/14789450.2015.1062369] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
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