Shared DEGs between AIS and CIS, including genes such as KIF5B, C4orf3, APMAP, and STOML1 (Figures 3E–J), may reflect common molecular signatures associated with stroke across different clinical stages. The gene discussed is APMAP; the disease is in situ carcinoma.