The classical adenoma–carcinoma sequence is primarily associated with the chromosomal instability (CIN) subtype of CRC, where key mutations in APC, KRAS, and TP53 drive the progression from normal epithelium to adenoma to carcinoma. The gene discussed is APC; the disease is adenoma.