While there is some evidence linking higher levels of vitamin D and calcium to a reduced risk of certain cancers, the evidence is not conclusive enough to recommend supplements solely for cancer prevention. It is important to note that excessive intake of these supplements can have adverse effects, such as kidney stones or cardiovascular issues.