A unique cluster of tumor cells in D‐TGCT is identified that regulated differentiation of CD34+ fibroblasts into MMP3+ fibroblasts or APOE+ fibroblasts via COL6A3 − (ITGAV + ITGB8) interaction. Here, CD34 is linked to neoplasm.