Vitamin D. Did you know that low levels of this sunshine vitamin are associated with cancer? The vitamin D link with cancer is most consistent for colorectal cancer. Those with blood levels of vitamin D above 30 ng/ ml (what many experts consider to be the minimum acceptable level) have approximately half the risk of developing colon or rectal cancer, as do those with levels below 15 ng/ml.