This included several gene families that could also impact the tumor architecture, including the collagen gene family (n = 20), the cadherin/protocadherin gene family (n = 11), the integrin gene family (n = 8), and the adam gene family (n = 9) among others (Supplementary Table S6). Here, CDH17 is linked to neoplasm.