What is a good biomarker?

• represent distinct phenotype
• rich mechanisms related information - especially in the stage of in silico prediction/identification stage - NO biologists will happy to or have the instant capability to validate a poor-mechanisms related biomarker
• ROBUST - robust across different data set, measurement platform
• applicable and economic is also key factor of fast translational the candidate biomarker to real word application
• ...