Supporting Biomarker-Driven Therapies in Oncology: A Genomic Testing Cost Calculator

医学 肿瘤科 内科学 生物标志物 精密医学 个性化医疗 多路复用 癌症 计算生物学 生物信息学 病理 遗传学 生物
作者
Albrecht Stenzinger,Brian J. Cuffel,Noman Paracha,Eric Vail,Jesús García‐Foncillas,Clifford Goodman,Ulrik V. Lassen,Gilles Vassal,Sean D. Sullivan
出处
期刊:Oncologist [AlphaMed Press]
卷期号:28 (5): e242-e253 被引量:5
标识
DOI:10.1093/oncolo/oyad005
摘要

Adoption of high-throughput, gene panel-based, next-generation sequencing (NGS) into routine cancer care is widely supported, but hampered by concerns about cost. To inform policies regarding genomic testing strategies, we propose a simple metric, cost per correctly identified patient (CCIP), that compares sequential single-gene testing (SGT) vs. multiplex NGS in different tumor types.A genomic testing cost calculator was developed based on clinically actionable genomic alterations identified in the European Society for Medical Oncology Scale for Clinical Actionability of molecular Targets. Using sensitivity/specificity data for SGTs (immunohistochemistry, polymerase chain reaction, and fluorescence in situ hybridization) and NGS and marker prevalence, the number needed to predict metric was monetarized to estimate CCIP.At base case, CCIP was lower with NGS than sequential SGT for advanced/metastatic non-squamous non-small cell lung cancer (NSCLC), breast, colorectal, gastric cancers, and cholangiocarcinoma. CCIP with NGS was also favorable for squamous NSCLC, pancreatic, and hepatic cancers, but with overlapping confidence intervals. CCIP favored SGT for prostate cancer. Alternate scenarios using different price estimates for each test showed similar trends, but with incremental changes in the magnitude of difference between NGS and SGT, depending on price estimates for each test.The cost to correctly identify clinically actionable genomic alterations was lower for NGS than sequential SGT in most cancer types evaluated. Decreasing price estimates for NGS and the rapid expansion of targeted therapies and accompanying biomarkers are anticipated to further support NGS as a preferred diagnostic standard for precision oncology.

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