High-throughput approaches to biomarker discovery and challenges of subsequent validation

Abstract

Recently introduced high-throughput technologies are producing unprecedented volumes of biomedical data available for mining and analysis. The early predictions of the imminent breakthroughs in our understanding of human diseases and making predictive diagnostics easy, however, turned out to be largely over optimistic.