AKT1 and adenocarcinoma: For instance, COL3A1 plays a role in ECM stiffness and tumor invasion in both squamous and adenocarcinoma types [22], and PLAU and SPP1 [23] have been implicated in promoting tumor cell migration and metastasis via interactions with integrins and the PI3K/AKT pathway [24].