For instance, three studies comparatively analyzed the bacterial families, species or diversity in stool by a metagenomic approach using whole-genome sequencing of 16S ribosomal RNA to investigate the microbiome of NSCLC, RCC72, and metastatic melanoma patients73,74 treated with anti-PD-1 immunotherapy. Here, PDCD1 is linked to non-small cell lung carcinoma.