Research suggests that dna methylation interacts with genomic alterations during the development of non-small cell lung cancer. Studies have also explored the role of dna methylation in other types of cancer, including breast cancer, haematological cancer, and endometriod adenocarcinoma. The relationship between dna methylation and cancer is being investigated through various analytical approaches, including multi-omics analyses and machine learning models.