gene_id tax_level tax_name rho p.value q.value 1 order Lactobacillales 0.16 1.9e-07 8.6e-06 1 order Actinomycetales 0.097 0.0015 0.022 1 order Bacteroidales -0.098 0.0015 0.022 1 order Desulfobacterales 0.094 0.0022 0.025 1 order Chlamydiales 0.08 0.0093 0.075 1 order Bifidobacteriales 0.079 0.01 0.075 1 order Rhizobiales 0.07 0.023 0.15 1 order Erysipelotrichales 0.059 0.054 0.29 1 order Verrucomicrobiales 0.058 0.058 0.29 1 order Coriobacteriales 0.057 0.064 0.29 1 order Clostridiales 0.052 0.093 0.37 1 order Campylobacterales 0.051 0.098 0.37 1 order Sphingobacteriales 0.048 0.12 0.39 1 order Bacillales 0.047 0.13 0.39 1 order Acidobacteriales 0.046 0.13 0.39 1 order Desulfovibrionales -0.04 0.2 0.56 1 order Methanobacteriales 0.038 0.22 0.58 1 order Leptotrichales 0.037 0.23 0.58 1 order Halobacteriales -0.035 0.25 0.59 1 order Synergistales -0.032 0.3 0.67 1 order Selenomonadales 0.031 0.32 0.67 1 order Deinococcales 0.03 0.34 0.67 1 order Flavobacteriales 0.029 0.35 0.67 1 order Burkholderiales -0.028 0.36 0.67 1 order Spirochaetales -0.028 0.37 0.67 1 order Alteromonadales -0.023 0.45 0.73 1 order Pasteurellales 0.022 0.47 0.73 1 order Victivallales -0.023 0.47 0.73 1 order Pseudomonadales 0.022 0.47 0.73 1 order Enterobacteriales -0.02 0.51 0.76 1 order Thermomicrobia_unclassified 0.018 0.55 0.8 1 order Fusobacteriales 0.014 0.65 0.87 1 order Aeromonadales -0.012 0.69 0.87 1 order Mycoplasmatales -0.01 0.74 0.87 1 order Thermales -0.0084 0.78 0.87 1 order Oscillatoriales -0.0084 0.78 0.87 1 order Xanthomonadales -0.0084 0.78 0.87 1 order Rhodospirillales -0.0079 0.8 0.87 1 order Synechococcales -0.006 0.85 0.87 1 order Cardiobacteriales -0.006 0.85 0.87 1 order Sphingomonadales -0.006 0.85 0.87 1 order Dehalococcoidales -0.006 0.85 0.87 1 order Vibrionales -0.006 0.85 0.87 1 order Rhodobacterales -0.006 0.85 0.87 1 order Neisseriales -0.0034 0.91 0.91