Transcriptomic profiling further identified upregulation of MMP1, PAPPA, and CXCL chemokines in cyst-derived stromal cells, implicating extracellular matrix remodeling, IGF signaling, and inflammatory crosstalk as potential stromal drivers of ovarian carcinogenesis. Here, IGF1 is linked to cyst.