The transformation process is often initiated by genetic mutations that affect key regulatory genes such as oncogenes and tumor suppressor genes. Oncogenes, when mutated or overexpressed, can drive the proliferation of cells, while mutations in tumor suppressor genes lead to a loss of growth inhibition. Additionally, epigenetic changes, such as DNA methylation and histone modification, play a crucial role in this process.