All seven immune-inflammatory indices were significantly associated with CFS and OS in the mHSPC cohort, as well as with PSA response, PSA-PFS, and OS in the mCRPC cohort. Here, KLK3 is linked to myalgic encephalomeyelitis/chronic fatigue syndrome.