Fig. 1.

Study design and analysis methods for biomarker discovery. Discovery is the first stage in the pipeline of biomarker development, followed by verification and validation. The discovery stage requires careful consideration for the selection of discovery model, specimens, biological targets and discovery techniques. After the generation of large omics datasets, improved computational biology analysis methods can yield potential candidate molecules for the verification and validation stages and clinical testing.