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Mirza M, Goerke L, Anderson A, Wilsdon T. Assessing the Cost-Effectiveness of Next-Generation Sequencing as a Biomarker Testing Approach in Oncology and Policy Implications: A Literature Review. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2024:S1098-3015(24)02357-X. [PMID: 38729563 DOI: 10.1016/j.jval.2024.04.023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Revised: 03/21/2024] [Accepted: 04/22/2024] [Indexed: 05/12/2024]
Abstract
OBJECTIVE A key hurdle in broader next-generation sequencing (NGS) biomarker testing access in oncology is the ongoing debate on NGS's cost-effectiveness. We conducted a systematic review of existing evidence of the costs of NGS as a biomarker testing strategy in oncology and developed policy suggestions. METHODS We searched multiple databases for studies reporting cost comparisons and cost-effectiveness of NGS across oncology indications and geographies between 2017 and 2022, inclusive. Inclusion criteria were established based on indication and type of cost-effectiveness analysis provided. We validated analyses and policy recommendations with 5 payer/policy maker interviews in the United States, Europe, and United Kingdom. RESULTS Of the 634 identified studies, 29 met inclusion criteria, spanning 12 countries and 6 indications. Cost comparisons of NGS were evaluated using 3 methodologies: (1) comparison of direct testing costs, (2) comparison of holistic testing costs, and (3) comparison of long-term patient outcomes and costs. Targeted panel testing (2-52 genes) was considered cost-effective when 4+ genes were assessed, and larger panels (hundreds of genes) were generally not cost-effective. Holistic analysis demonstrated that NGS reduces turnaround time, healthcare staff requirements, number of hospital visits, and hospital costs. Finally, studies evaluating NGS testing including the cost of targeted therapies generally found the incremental cost-effectiveness ratio to be above common thresholds but highlighted valuable patient benefits. CONCLUSIONS Current literature supports NGS's cost-effectiveness as an oncology biomarker testing strategy under specific conditions. These findings underscore the need to develop policies to support holistic assessment of NGS to ensure appropriate reimbursement and access.
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Affiliation(s)
- Myriam Mirza
- Charles River Associates, Palais Leopold, Munich, Germany.
| | - Lutz Goerke
- Charles River Associates, Palais Leopold, Munich, Germany
| | | | - Tim Wilsdon
- Charles River Associates, London, England, UK
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Wu CH, Zhang MS, Huang YL, Cheng WH, Lai JY, Hsieh MS, Liao WY. Lung adenocarcinoma with EGFR L858R-K860I and L858R-L861F doublet mutations from which the L858R mutation is undetectable through the cobas EGFR mutation test v2. Pathol Res Pract 2024; 257:155304. [PMID: 38657557 DOI: 10.1016/j.prp.2024.155304] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/25/2023] [Revised: 03/10/2024] [Accepted: 04/09/2024] [Indexed: 04/26/2024]
Abstract
In East Asia, epidermal growth receptor factor (EGFR) mutations are the most prevalent and important biomarkers for treating patients with advanced lung cancer. However, as L858R doublet mutations are rare, commercially available EGFR tests may yield false-negative results. To determine whether the L858R mutation of the L858R-K860I and L858R-L861F doublet mutations could be identified using different types of EGFR detection tests and to describe the clinical response of patients with lung cancer with L858R doublet mutations to EGFR tyrosine kinase inhibitors (TKI). Information and samples from four patients with L858R doublet mutations, including three with L858R-K860I and one with L858R-L861F, were retrospectively collected from the archives of our department. For each case, the clinical response to EGFR-TKI was retrieved from the medical records. Archived formalin-fixed paraffin-embedded blocks were subjected to Sanger sequencing, the cobas and Idylla EGFR tests, the IntelliPlex-LCP-DNA assay, and AmoyDx PLC panel. L858R mutations were all detected by Sanger sequencing and the Idylla EGFR test but missed by the cobas assay. The AmoyDx PLC detected L858R only in cases with L858R-K860I while the IntelliPlex-LCP-DNA assay detected L858R in the case with L858R-L861F. Additionally, three of the patients, who had measurable tumors, showed partial responses to afatinib and osimertinib. The L858R mutation associated with L858R-K860I and L858R-L861F doublet mutations could be detected using Idylla but not cobas EGFR tests. Using next-generation sequencing analysis should be considered after initial negative reports from the cobas test, because patients with L858R doublet mutations may benefit from EGFR-TKIs.
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Affiliation(s)
- Chi-Hsuan Wu
- Department of Pathology, National Taiwan University Cancer Center, Taipei, Taiwan, ROC
| | - Man-San Zhang
- Department of Pathology, National Taiwan University Hospital, Taipei, Taiwan, ROC
| | - Yen-Lin Huang
- Department of Pathology, National Taiwan University Cancer Center, Taipei, Taiwan, ROC
| | | | - Jin-Yao Lai
- Department of Pathology, National Taiwan University Hospital, Taipei, Taiwan, ROC
| | - Min-Shu Hsieh
- Department of Pathology, National Taiwan University Cancer Center, Taipei, Taiwan, ROC; Department of Pathology, National Taiwan University Hospital, Taipei, Taiwan, ROC; Graduate Institute of Pathology, National Taiwan University College of Medicine, Taipei, Taiwan, ROC.
| | - Wei-Yu Liao
- Division of Pulmonary and Critical Care Medicine, Department of Internal Medicine, National Taiwan University Hospital and National Taiwan University College of Medicine, Taipei, Taiwan, ROC
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Chung C, Umoru G. Prognostic and predictive biomarkers with therapeutic targets in nonsmall-cell lung cancer: A 2023 update on current development, evidence, and recommendation. J Oncol Pharm Pract 2024:10781552241242684. [PMID: 38576390 DOI: 10.1177/10781552241242684] [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: 04/06/2024]
Abstract
BACKGROUND Since the publication of the original work in 2014, significant progress has been made in the characterization of genomic alterations that drive oncogenic addiction of nonsmall cell lung cancer (NSCLC) and how the immune system can leverage non-oncogenic pathways to modulate therapeutic outcomes. This update evaluates and validates the recent and emerging data for prognostic and predictive biomarkers with therapeutic targets in NSCLC. DATA SOURCES We performed a literature search from January 2015 to October 2023 using the keywords non-small cell lung cancer, clinical practice guidelines, gene mutations, genomic assay, immune cancer therapy, circulating tumor DNA, predictive and prognostic biomarkers, and targeted therapies. STUDY SELECTION AND DATA EXTRACTION We identified, reviewed, and evaluated relevant clinical trials, meta-analyses, seminal articles, and published clinical practice guidelines in the English language. DATA SYNTHESIS Regulatory-approved targeted therapies include those somatic gene alterations of EGFR ("classic" mutations, exon 20 insertion, and rare EGFR mutations), ALK, ROS1, BRAF V600, RET, MET, NTRK, HER2, and KRAS G12C. Data for immunotherapy and circulating tumor DNA in next-generation sequencing are considered emerging, whereas the predictive role for PIK3CA gene mutation is insufficient. CONCLUSIONS Advances in sequencing and other genomic technologies have led to identifying novel oncogenic drivers, novel resistance mechanisms, and co-occurring mutations that characterize NSCLC, creating further therapeutic opportunities. The benefits associated with immunotherapy in the perioperative setting hold initial promise, with their long-term results awaiting.
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Affiliation(s)
- Clement Chung
- Department of Pharmacy, Houston Methodist West Hospital, Houston, TX, USA
| | - Godsfavour Umoru
- Department of Pharmacy, Houston Methodist Hospital, Houston, TX, USA
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Conde E, Hernandez S, Rodriguez Carrillo JL, Martinez R, Alonso M, Curto D, Jimenez B, Caminoa A, Benito A, Garrido P, Clave S, Arriola E, Esteban-Rodriguez I, De Castro J, Sansano I, Felip E, Rojo F, Dómine M, Abdulkader I, Garcia-Gonzalez J, Teixido C, Reguart N, Compañ D, Insa A, Mancheño N, Palanca S, Juan-Vidal O, Baixeras N, Nadal E, Cebollero M, Calles A, Martin P, Salas C, Provencio M, Aranda I, Massuti B, Lopez-Vilaro L, Majem M, Paz-Ares L, Lopez-Rios F. RET Fusion Testing in Patients With NSCLC: The RETING Study. JTO Clin Res Rep 2024; 5:100653. [PMID: 38525319 PMCID: PMC10957499 DOI: 10.1016/j.jtocrr.2024.100653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 01/31/2024] [Accepted: 02/18/2024] [Indexed: 03/26/2024] Open
Abstract
Introduction RET inhibitors with impressive overall response rates are now available for patients with NSCLC, yet the identification of RET fusions remains a difficult challenge. Most guidelines encourage the upfront use of next-generation sequencing (NGS), or alternatively, fluorescence in situ hybridization (FISH) or reverse transcriptase-polymerase chain reaction (RT-PCR) when NGS is not possible or available. Taken together, the suboptimal performance of single-analyte assays to detect RET fusions, although consistent with the notion of encouraging universal NGS, is currently widening some of the clinical practice gaps in the implementation of predictive biomarkers in patients with advanced NSCLC. Methods This situation prompted us to evaluate several RET assays in a large multicenter cohort of RET fusion-positive NSCLC (n = 38) to obtain real-world data. In addition to RNA-based NGS (the criterion standard method), all positive specimens underwent break-apart RET FISH with two different assays and were also tested by an RT-PCR assay. Results The most common RET partners were KIF5B (78.9%), followed by CCDC6 (15.8%). The two RET NGS-positive but FISH-negative samples contained a KIF5B(15)-RET(12) fusion. The three RET fusions not identified with RT-PCR were AKAP13(35)-RET(12), KIF5B(24)-RET(9) and KIF5B(24)-RET(11). All three false-negative RT-PCR cases were FISH-positive, exhibited a typical break-apart pattern, and contained a very high number of positive tumor cells with both FISH assays. Signet ring cells, psammoma bodies, and pleomorphic features were frequently observed (in 34.2%, 39.5%, and 39.5% of tumors, respectively). Conclusions In-depth knowledge of the advantages and disadvantages of the different RET testing methodologies could help clinical and molecular tumor boards implement and maintain sensible algorithms for the rapid and effective detection of RET fusions in patients with NSCLC. The likelihood of RET false-negative results with both FISH and RT-PCR reinforces the need for upfront NGS in patients with NSCLC.
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Affiliation(s)
- Esther Conde
- Hospital Universitario 12 de Octubre, Madrid, Spain
- Universidad Complutense, Madrid, Spain
- Research Institute Hospital 12 de Octubre (i+12), Madrid, Spain
- Centro de Investigación Biomedica en Red Cancer (CIBERONC), Madrid, Spain
| | - Susana Hernandez
- Hospital Universitario 12 de Octubre, Madrid, Spain
- Research Institute Hospital 12 de Octubre (i+12), Madrid, Spain
| | | | | | - Marta Alonso
- Hospital Universitario 12 de Octubre, Madrid, Spain
- Research Institute Hospital 12 de Octubre (i+12), Madrid, Spain
| | - Daniel Curto
- Hospital Universitario 12 de Octubre, Madrid, Spain
| | | | | | | | - Pilar Garrido
- Centro de Investigación Biomedica en Red Cancer (CIBERONC), Madrid, Spain
- Hospital Universitario Ramon y Cajal, Madrid, Spain
| | - Sergi Clave
- Centro de Investigación Biomedica en Red Cancer (CIBERONC), Madrid, Spain
- Hospital del Mar, Barcelona, Spain
| | - Edurne Arriola
- Centro de Investigación Biomedica en Red Cancer (CIBERONC), Madrid, Spain
- Hospital del Mar, Barcelona, Spain
| | | | - Javier De Castro
- Centro de Investigación Biomedica en Red Cancer (CIBERONC), Madrid, Spain
- Hospital Universitario La Paz, Madrid, Spain
- Instituto de Investigacion Sanitaria del Hospital Universitario La Paz (IdiPAZ), Madrid, Spain
| | - Irene Sansano
- Hospital Universitario Vall d'Hebron, Barcelona, Spain
| | | | - Federico Rojo
- Centro de Investigación Biomedica en Red Cancer (CIBERONC), Madrid, Spain
- Instituto de Investigacion Sanitaria-Fundacion Jimenez Diaz (IIS-FJD), Madrid, Spain
| | - Manuel Dómine
- Instituto de Investigacion Sanitaria-Fundacion Jimenez Diaz (IIS-FJD), Madrid, Spain
- Hospital Universitario Fundación Jiménez Díaz, Madrid, Spain
| | - Ihab Abdulkader
- Hospital Clinico Universitario de Santiago, Santiago de Compostela, Spain
| | | | - Cristina Teixido
- Hospital Clinic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | - Noemi Reguart
- Hospital Clinic, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Universitat de Barcelona, Barcelona, Spain
| | | | - Amelia Insa
- Hospital Clinico Universitario, Valencia, Spain
| | - Nuria Mancheño
- Hospital Universitario y Politecnico La Fe, Valencia, Spain
| | - Sarai Palanca
- Hospital Universitario y Politecnico La Fe, Valencia, Spain
| | | | - Nuria Baixeras
- Hospital Universitari de Bellvitge, L’Hospitalet, Barcelona, Spain
| | - Ernest Nadal
- Catalan Institute of Oncology, L’Hospitalet, Barcelona, Spain
| | - Maria Cebollero
- Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Antonio Calles
- Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - Paloma Martin
- Centro de Investigación Biomedica en Red Cancer (CIBERONC), Madrid, Spain
- Instituto de Investigación Sanitaria Hospital Universitario Puerta de Hierro, Madrid, Spain
| | - Clara Salas
- Hospital Universitario Puerta de Hierro, Madrid, Spain
| | | | - Ignacio Aranda
- Hospital General Universitario Dr. Balmis – Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), Alicante, Spain
| | - Bartomeu Massuti
- Hospital General Universitario Dr. Balmis – Instituto de Investigación Sanitaria y Biomédica de Alicante (ISABIAL), Alicante, Spain
| | | | | | - Luis Paz-Ares
- Hospital Universitario 12 de Octubre, Madrid, Spain
- Universidad Complutense, Madrid, Spain
- Research Institute Hospital 12 de Octubre (i+12), Madrid, Spain
- Centro de Investigación Biomedica en Red Cancer (CIBERONC), Madrid, Spain
| | - Fernando Lopez-Rios
- Hospital Universitario 12 de Octubre, Madrid, Spain
- Universidad Complutense, Madrid, Spain
- Research Institute Hospital 12 de Octubre (i+12), Madrid, Spain
- Centro de Investigación Biomedica en Red Cancer (CIBERONC), Madrid, Spain
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Kang DW, Park SK, Yu YL, Lee Y, Lee DH, Kang S. Effectiveness of next-generation sequencing for patients with advanced non-small-cell lung cancer: a population-based registry study. ESMO Open 2024; 9:102200. [PMID: 38194884 PMCID: PMC10820286 DOI: 10.1016/j.esmoop.2023.102200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 10/25/2023] [Accepted: 11/17/2023] [Indexed: 01/11/2024] Open
Abstract
BACKGROUND Despite the growing use of next-generation sequencing (NGS) in the management of advanced non-small-cell lung cancer (NSCLC), there is little evidence that its use leads to improved clinical outcomes. This study aimed to compare the effectiveness of NGS with that of single-gene testing (SGT) alone in patients with advanced NSCLC. MATERIALS AND METHODS This was a retrospective cohort study conducted on patients diagnosed with advanced lung adenocarcinoma between 2017 and 2018 from a nationwide, population-based database. We identified patients who had SGT exclusively (SGT group) or underwent upfront NGS or NGS following SGT as an initial evaluation (NGS group). Patients were followed up until death or the end of the study (31 December 2019). The adjusted hazard ratio (aHR) for death was estimated using the Cox proportional hazards model. The factors affecting the adoption of NGS were identified. RESULTS Of 8566 patients diagnosed with advanced lung adenocarcinoma, 402 and 6932 patients were assigned to the NGS and SGT groups, respectively. More NGS was carried out in younger patients, those with higher incomes, and those living in urban areas. After balancing these confounders through matching, no difference was observed in the median overall survival and risk of death between the NGS and SGT groups [18.5 versus 19.7 months, log-rank P = 0.783; aHR 0.98, 95% confidence interval (CI) 0.84-1.14, respectively]. Only in a subgroup for whom epidermal growth factor receptor (EGFR) or anaplastic lymphoma kinase (ALK) inhibitors were not indicated, NGS was associated with better survival outcomes (14.1 versus 9.0 months, log-rank P = 0.006; aHR 0.82, 95% CI 0.69-0.97). CONCLUSIONS In the real world, NGS for all-comers in patients with advanced NSCLC did not increase survival outcomes. When health care resources to support equal access to NGS are limited, upfront SGT followed by NGS may be a more efficient strategy.
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Affiliation(s)
- D-W Kang
- School of Pharmacy, Sungkyunkwan University, Suwon
| | - S-K Park
- College of Pharmacy, The Catholic University of Korea, Bucheon
| | - Y L Yu
- Center for Gynecologic Cancer, Research Institute and Hospital, National Cancer Center, Goyang
| | - Y Lee
- Department of Internal Medicine, National Cancer Center, Goyang
| | - D H Lee
- Department of Oncology, University of Ulsan College of Medicine, Asan Medical Center, Seoul
| | - S Kang
- Center for Gynecologic Cancer, Research Institute and Hospital, National Cancer Center, Goyang; Department of Cancer Control and Policy, Graduate School of Cancer Science and Policy, National Cancer Center, Goyang, Republic of Korea.
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Yang SC, Lin CC, Chen YL, Su WC. Economic Analysis of Tissue-First, Plasma-First, and Complementary NGS Approaches for Treatment-Naïve Metastatic Lung Adenocarcinoma. Front Oncol 2022; 12:873111. [PMID: 35669427 PMCID: PMC9163561 DOI: 10.3389/fonc.2022.873111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Accepted: 04/21/2022] [Indexed: 12/03/2022] Open
Abstract
Background To compare the testing costs and testing turnaround times of tissue-first, plasma-first, and complementary next-generation sequencing (NGS) approaches in patients with treatment-naïve metastatic lung adenocarcinoma. Materials and Methods We developed a decision tree model to compare three different approaches. Patients were entered into the model upon cancer diagnosis and those with both insufficient tissue specimens and negative liquid-based NGS were subjected to tissue re-biopsy. Actionable gene alterations with the U.S. Food and Drug Administration (FDA)-approved therapies included epidermal growth factor receptor (EGFR) mutation, anaplastic lymphoma kinase (ALK) gene rearrangement, ROS proto-oncogene 1 (ROS1) rearrangement, B-Raf proto-oncogene (BRAF) V600E mutation, rearranged during transfection (RET) gene rearrangement, mesenchymal-epithelial transition factor (MET) mutation, neurotrophic tyrosine receptor kinase (NTRK) gene rearrangement, K-Ras proto-oncogene (KRAS) G12C mutation, and human epidermal growth factor receptor 2 (HER2) mutation. Model outcomes were testing costs, testing turnaround times, and monetary losses taking both cost and time into consideration. We presented base-case results using probabilistic analysis. Stacked one-way and three-way sensitivity analyses were also performed. Results In terms of testing costs, tissue-first approach incurred US$2,354($1,963-$2,779) and was the most cost-efficient strategy. Complementary approach testing turnaround time (days) of 12.7 (10.8 to 14.9) was found as the least time-consuming strategy. Tissue-first, complementary, and plasma-first approaches resulted in monetary losses in USD of $4,745 ($4,010-$5,480), $6,778 ($5,923-$7,600), and $7,006 ($6,047-$7,964) respectively, and identified the same percentage of patients with appropriate FDA-approved therapies. Costs for liquid-based NGS, EGFR mutation rates, and quantity of tissue specimens were the major determinants in minimizing monetary loss. Plasma-first approach would be the preferable strategy if its testing price was reduced in USD to $818, $1,343, and $1,869 for populations with EGFR mutation rates of 30%, 45%, and 60% respectively. Conclusion The tissue-first approach is currently the best strategy in minimizing monetary loss. The complementary approach is an alternative for populations with a low EGFR mutation rate. The plasma-first approach becomes increasingly preferable as EGFR mutation rates gradually increase.
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Affiliation(s)
- Szu-Chun Yang
- Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Chien-Chung Lin
- Department of Internal Medicine, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Yi-Lin Chen
- Molecular Diagnosis Laboratory, Department of Pathology, National Cheng Kung University Hospital, Tainan, Taiwan
- Department of Medical Laboratory Science and Biotechnology, College of Medicine, National Cheng Kung University, Tainan, Taiwan
| | - Wu-Chou Su
- Department of Oncology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan, Taiwan
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