While some studies suggest that calcium supplements may help reduce the risk of certain cancers, such as colorectal cancer, the evidence is not conclusive. It is generally recommended to obtain calcium from dietary sources whenever possible, as whole foods provide a range of nutrients that work synergistically to support health. Supplements should be used judiciously and under the guidance of a healthcare provider.