Of note, GO annotation as well as GSEA uncovered a potential link between the upregulation of the LMGS and the activation of the TGF-β signaling pathway (Fig. 1b and c), the role of which in CAF activation has been validated in several cancer types including ovarian cancer [20, 21]. This evidence concerns the gene TGFB1 and cancer.