While BMI is a useful screening tool, it is not a perfect measure. It does not differentiate between muscle and fat mass and may not accurately reflect the distribution of body fat, which is an important factor in cancer risk. For instance, abdominal fat is particularly associated with a higher risk of certain cancers. Therefore, other measures such as waist circumference and body fat percentage can provide additional insights.