Background and aim:Cancer biomarkers are important for cancer patient management. Most clinically used cancer biomarkers were discovered 30-50 years ago. No new biomarkers have entered the clinic recently, with the exception of molecular biomarkers that are mainly used for selection of therapy. We here propose new ideas for utilizing a plethora of cancer biomarkers which work for only for a small portion of patients (rare biomarkers).