In our study, we discovered a positive correlation between KCNQ4 and tumor-associated fibroblasts in BLCA, BLCA-LumA, CESC, HNSC, HNSC-HPV-, KIRC, PRAD and STAD (Fig. 8A). Here, KCNQ4 is linked to bladder transitional cell carcinoma.