Blood tests can detect certain markers that are indicative of cancer. For example, elevated levels of prostate-specific antigen (PSA) can suggest prostate cancer, while high levels of CA-125 may indicate ovarian cancer. Blood tests alone are not definitive but can guide further diagnostic testing.