In a research endeavor involving 93 fecal samples obtained from 37 cancer patients undergoing anti-PD-1 treatment, individuals experiencing irAEs exhibit lower levels of Bifidobacterium, Faecalibacterium, and Agathobacter. Here, PDCD1 is linked to cancer.