In parallel, Gopalakrishnan et al. demonstrated, through shotgun metagenomic sequencing of faecal samples from melanoma patients, that the anti-PD-1 responders’ GM was different in composition compared to non-responders [59]. Here, PDCD1 is linked to melanoma.