In the context of cancer, DNA methylation is often disrupted, leading to aberrant gene expression. This dysregulation can contribute to the initiation and progression of cancer by silencing tumor suppressor genes or activating oncogenes. Abnormal methylation patterns are therefore a hallmark of many cancers.