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将蛋白质组生物标志物转化为获得 FDA 批准的癌症诊断试剂:问题与挑战。

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

机构信息

Department of Pathology, Johns Hopkins University, School of Medicine, Baltimore, MD 21287, USA.

出版信息

Clin Proteomics. 2013 Oct 2;10(1):13. doi: 10.1186/1559-0275-10-13.

Abstract

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.

摘要

在过去的几十年中,人们做出了巨大的努力来发现新的癌症生物标志物,以便在临床实践中使用。然而,在生物标志物发现的努力与进入临床实践的标志物数量之间存在着惊人的差距。将新发现转化为临床实践的一个复杂问题是,从事生物标志物发现的科学家通常对临床分析的分析、诊断和监管要求知之甚少。本综述旨在更广泛地讨论研究设计、分析性能和监管批准,以将新的蛋白质组学生物标志物从发现转化为癌症诊断,从而介绍这些考虑因素。我们首先描述了稳健的临床生物标志物分析的要求,包括精密度、准确度、特异性和分析干扰以及携带的概念。接下来,我们介绍了诊断准确性、接收者操作特征分析、阳性和阴性预测值以及临床实用性的临床考虑因素。最后,我们通过描述 FDA 对基于蛋白质的生物标志物的批准过程的组成部分来完成综述,包括将生物标志物分析归类为医疗器械、分析和临床性能要求以及批准过程工作流程。虽然我们认识到从生物标志物发现、验证和监管批准到转化为临床环境的道路可能漫长而艰难,但对患者、临床医生和科学家来说,回报可能相当可观。

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