gene_id tax_level tax_name rho p.value q.value test1 phylum Firmicutes 0.24 4.2e-18 6.7e-17 test1 phylum Fusobacteria -0.18 2.7e-10 2.1e-09 test1 phylum Verrucomicrobia 0.18 3.9e-10 2.1e-09 test1 phylum Bacteroidetes -0.14 2.7e-07 1.1e-06 test1 phylum Lentisphaerae 0.12 1.6e-05 4.3e-05 test1 phylum Proteobacteria -0.1 0.00041 0.00094 test1 phylum Chlamydiae 0.084 0.003 0.006 test1 phylum Thermi -0.057 0.045 0.08 test1 phylum Chloroflexi 0.051 0.072 0.1 test1 phylum Synergistetes -0.051 0.072 0.1 test1 phylum Tenericutes 0.037 0.19 0.25 test1 phylum Spirochaetes 0.026 0.36 0.43 test1 phylum Actinobacteria 0.025 0.38 0.43 test1 phylum Cyanobacteria -0.01 0.72 0.77 test1 phylum Acidobacteria 0.00013 1 1 test1 phylum Euryarchaeota 0.14 3.9e-07 1.2e-06