Pre- and Post-analytical Factors in Biomarker Discovery

Methods Mol Biol. 2019:1959:1-22. doi: 10.1007/978-1-4939-9164-8_1.

Abstract

The translation of promising biomarkers, which were identified in biomarker discovery experiments, to clinical assays is one of the key challenges in present-day proteomics research. Many so-called "biomarker candidates" fail to progress beyond the discovery phase, and much emphasis is placed on pre- and post-analytical variability in an attempt to provide explanations for this bottleneck in the biomarker development pipeline. With respect to such variability, there is a large number of pre- and post-analytical factors which may impact the outcomes of proteomics experiments and thus necessitate tight control. This chapter highlights some of these factors and provides guidance for addressing them on the basis of examples from previously published proteomics studies.

Keywords: Biomarker; Liquid chromatography; Mass spectrometry; Post-analytical variability; Pre-analytical variability; Proteomics; Regulated bioanalysis; Sample preparation; Stability.

Publication types

  • Review

MeSH terms

  • Biomarkers*
  • Blood Proteins
  • Body Fluids / metabolism
  • Chromatography, Liquid
  • Factor Analysis, Statistical
  • Humans
  • Mass Spectrometry
  • Proteome
  • Proteomics* / methods
  • Proteomics* / standards
  • Quality Control
  • Workflow

Substances

  • Biomarkers
  • Blood Proteins
  • Proteome