Certain vitamin deficiencies may signal an increased risk of cancer. Low levels of vitamins C, A, and D, as well as the trace mineral selenium, have been linked to a higher risk of developing various cancers, including those of the stomach, esophagus, lungs, breast, prostate, and colon.