Our study reveals that A1BG overexpression is a universal characteristic of adipocytes, and CAAs similarly induce cisplatin resistance in osteosarcoma through the A1BG/NAMPT/PARP1 axis. The gene discussed is NAMPT; the disease is osteosarcoma.