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

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 confou...

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Detalles Bibliográficos
Autores principales: Füzéry, Anna K, Levin, Joshua, Chan, Maria M, Chan, Daniel W
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3850675/
https://www.ncbi.nlm.nih.gov/pubmed/24088261
http://dx.doi.org/10.1186/1559-0275-10-13
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author Füzéry, Anna K
Levin, Joshua
Chan, Maria M
Chan, Daniel W
author_facet Füzéry, Anna K
Levin, Joshua
Chan, Maria M
Chan, Daniel W
author_sort Füzéry, Anna K
collection PubMed
description 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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spelling pubmed-38506752013-12-06 Translation of proteomic biomarkers into FDA approved cancer diagnostics: issues and challenges Füzéry, Anna K Levin, Joshua Chan, Maria M Chan, Daniel W Clin Proteomics Review 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. Springer 2013-10-02 /pmc/articles/PMC3850675/ /pubmed/24088261 http://dx.doi.org/10.1186/1559-0275-10-13 Text en Copyright © 2013 Füzéry et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review
Füzéry, Anna K
Levin, Joshua
Chan, Maria M
Chan, Daniel W
Translation of proteomic biomarkers into FDA approved cancer diagnostics: issues and challenges
title Translation of proteomic biomarkers into FDA approved cancer diagnostics: issues and challenges
title_full Translation of proteomic biomarkers into FDA approved cancer diagnostics: issues and challenges
title_fullStr Translation of proteomic biomarkers into FDA approved cancer diagnostics: issues and challenges
title_full_unstemmed Translation of proteomic biomarkers into FDA approved cancer diagnostics: issues and challenges
title_short Translation of proteomic biomarkers into FDA approved cancer diagnostics: issues and challenges
title_sort translation of proteomic biomarkers into fda approved cancer diagnostics: issues and challenges
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3850675/
https://www.ncbi.nlm.nih.gov/pubmed/24088261
http://dx.doi.org/10.1186/1559-0275-10-13
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