sentences:  Pharmacodynamic biomarkers are particularly relevant in drug mechanisms of tumor cells, where pharmacodynamic endpoints for drug interventions can be assessed directly on tumor tissues.For example, protein phosphorylation biomarkers indicate alterations in target protein kinases and activation of downstream signaling molecules.Biomarkers can be classified on their clinical applications as molecular biomarkers, cellular biomarkers or imaging biomarkers.