Tumour samples with high mutation burden and with mutations in mismatch repair genes were dominated by various microbiota and metabolome clusters, although MSH6 gene mutations were present only in tumour samples in which metabolome cluster 1 was dominant. The gene discussed is MSH6; the disease is neoplasm.