In conclusion, this is the first comprehensive study to elaborate the association between the expression of GLIS1 and its clinical, molecular, and immunotherapeutic characteristics in PCa, providing us new insights into the important role of GLIS1 in PCa. Here, GLIS1 is linked to posterior cortical atrophy.