Tumor markers are substances produced by cancer cells or by the body in response to cancer. Low levels of certain tumor markers during treatment can be a positive sign, indicating that the cancer is responding to treatment. However, low levels in the context of diagnostics may require further investigation to confirm the absence of cancer or to rule out other conditions.