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The precision medicine for complex diseases is in quick development along with the accumulation of biomedical big data.As a core component to bridge the foundational exploration to clinical application,the biomarkers and their identification urgently require advanced hypothesis,theory and approach to simultaneously promote the pathogen discrimination and biological interpretation of molecule markers[1].