Our findings thus reveal a previously unknown role for GPR161 upstream of the cAMP/PKA signaling pathway, aligning with recent studies that suggest a broader function for GPR161 beyond Hedgehog signaling, notably in promoting tumor cell invasion in triple-negative breast cancer (20, 43, 44). Here, GPR161 is linked to neoplasm.