Low serum ferritin levels typically indicate iron deficiency, which can lead to anemia. In cancer patients, iron deficiency anemia is common and may result from chronic blood loss, poor dietary intake, or the body's inflammatory response to cancer. Treating iron deficiency is crucial for improving the patient's overall health and ability to tolerate cancer treatments.