On the other hand, conflicting findings indicate that the increased abundance of some Ruminococcus spp, such as Ruminococcus obeum is linked to a lack of response to anti-PD-1 immunotherapy in metastatic melanoma (Figure 2; Table 1).49 This evidence concerns the gene PDCD1 and metastatic melanoma.