In the application of DrugFormer to the scRNA‐seq data of multiple myeloma, we unveiled a specific cancer cell state exhibiting stronger drug resistance while presenting elevated expressions of FEN1, RBX1, and COX8A. Here, FEN1 is linked to plasma cell myeloma.