Low levels of vitamins in your body are associated with higher overall cancer risks and mortality. Many studies say being deficient in vitamin D, A, C, and B12 can increase your risk for various cancers of the colon, stomach, lungs, and blood to name a few. According to experts, vitamin deficiency causes a high risk of malignancies in various organs.