Tumor formation, or tumorigenesis, begins with genetic mutations in a single cell. These mutations affect genes that regulate cell growth, division, and death. Key genes involved in this process include oncogenes and tumor suppressor genes. Oncogenes, when mutated, promote cell division, while tumor suppressor genes, when inactivated, fail to control cell proliferation.