Predictive biomarkers are biological indicators that can predict a patient's response to a particular treatment. These biomarkers are crucial in personalized medicine as they allow for the tailoring of medical treatment to the individual characteristics of each patient. Predictive biomarkers can be found in various biological samples, such as blood, tissues, or other body fluids.