In present study, we identified VCAN as a core hub gene of BMLs, and it was significantly associated with MSC and heterotopic-chondrocyte at single-cell level, suggesting that VCAN might be involved in aberrant ECM and osteosclerosis of BMLs. Here, VCAN is linked to osteosclerosis.