While a single lipid measurement cannot definitively predict cancer risk, researchers have identified patterns that may indicate a higher likelihood of developing certain cancers. For instance, high LDL cholesterol and triglycerides have been linked to an increased risk of breast cancer, prostate cancer, and colorectal cancer. Conversely, high HDL cholesterol levels are generally associated with a reduced risk of these cancers.