Translation of proteomic biomarkers into FDA approved cancer diagnostics: issues and challenges

生物标志物发现 生物标志物 医学 转化研究 临床实习 癌症生物标志物 工作流程 医学物理学 计算机科学 生物信息学 数据科学 癌症 蛋白质组学 病理 内科学 生物 家庭医学 基因 数据库 生物化学
作者
Anna K. Füzéry,Joshua D. Levin,Maria Chan,Daniel W. Chan
出处
期刊:Clinical Proteomics [BioMed Central]
卷期号:10 (1) 被引量:403
标识
DOI:10.1186/1559-0275-10-13
摘要

Tremendous efforts have been made over the past few decades to discover novel cancer biomarkers for use in clinical practice. However, a striking discrepancy exists between the effort directed toward biomarker discovery and the number of markers that make it into clinical practice. One of the confounding issues in translating a novel discovery into clinical practice is that quite often the scientists working on biomarker discovery have limited knowledge of the analytical, diagnostic, and regulatory requirements for a clinical assay. This review provides an introduction to such considerations with the aim of generating more extensive discussion for study design, assay performance, and regulatory approval in the process of translating new proteomic biomarkers from discovery into cancer diagnostics. We first describe the analytical requirements for a robust clinical biomarker assay, including concepts of precision, trueness, specificity and analytical interference, and carryover. We next introduce the clinical considerations of diagnostic accuracy, receiver operating characteristic analysis, positive and negative predictive values, and clinical utility. We finish the review by describing components of the FDA approval process for protein-based biomarkers, including classification of biomarker assays as medical devices, analytical and clinical performance requirements, and the approval process workflow. While we recognize that the road from biomarker discovery, validation, and regulatory approval to the translation into the clinical setting could be long and difficult, the reward for patients, clinicians and scientists could be rather significant.
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