Since the PNN gene has not been comprehensively deciphered in PCa, we conducted a series of studies on its roles in patients’ survival and prognosis, as well as in immune infiltration in PCa through various bioinformatic approaches. The gene discussed is PNN; the disease is posterior cortical atrophy.