Biomarkers are substances that can be measured in the body and may indicate the presence of cancer. Commonly used biomarkers include CA-125 for ovarian cancer, PSA for prostate cancer, and HER2 for breast cancer. These biomarkers help in flagging potential cancer cases and guiding treatment decisions.