Epigenetic changes refer to modifications in gene expression that do not involve alterations in the DNA sequence. These changes can be brought about by DNA methylation, histone modification, and non-coding RNA molecules. Epigenetic alterations can silence tumor suppressor genes or activate oncogenes, contributing to cancer progression.