Table 4.
Biofilm | Gene set | Z score | Fold change | No. of genes | P value |
---|---|---|---|---|---|
Upregulated | |||||
Healthy | ko00195 photosynthesis | 1.918 | 0.994 | 8 | 0.055 |
ko00194 photosynthesis proteins | 1.918 | 0.994 | 8 | 0.055 | |
ko02010 ABC transporters | 1.761 | 0.269 | 92 | 0.078 | |
ko00630 glyoxylate and dicarboxylate metabolism | 1.684 | 0.582 | 18 | 0.092 | |
ko01001 protein kinases | 1.662 | 0.559 | 19 | 0.096 | |
Pathogenic | ko02020 two-component system | 3.328 | 0.619 | 77 | 0.001 |
ko00940 phenyl propanoid biosynthesis | 2.251 | 2.121 | 3 | 0.024 | |
ko02022 two-component system | 2.124 | 0.517 | 45 | 0.034 | |
ko03000 transcription factors | 2.040 | 0.375 | 79 | 0.041 | |
ko00910 nitrogen metabolism | 2.038 | 0.513 | 42 | 0.042 | |
ko00591 linoleic acid metabolism | 1.991 | 2.297 | 2 | 0.047 | |
ko00363 bisphenol A degradation | 1.991 | 2.297 | 2 | 0.047 | |
ko00633 trinitrotoluene degradation | 1.920 | 1.567 | 4 | 0.055 | |
ko02060 PTS | 1.890 | 0.465 | 44 | 0.059 | |
Downregulated | |||||
Healthy | ko00520 amino sugar and nucleotide sugar metabolism | −3.663 | −0.849 | 40 | 0 |
ko00010 glycolysis/gluconeogenesis | −4.072 | −1.039 | 33 | 0 | |
ko03440 homologous recombination | −3.178 | −1.042 | 20 | 0.001 | |
ko00980 metabolism of xenobiotics by cytochrome P450 | −3.287 | −3.407 | 2 | 0.001 | |
ko02060 PTS | −3.479 | −0.787 | 42 | 0.001 | |
ko00982 drug metabolism-cytochrome P450 | −3.139 | −4.601 | 1 | 0.002 | |
ko00604 glycosphingolipid biosynthesis-ganglio series | −2.933 | −4.299 | 1 | 0.003 | |
ko00531 glycosaminoglycan degradation | −2.933 | −4.299 | 1 | 0.003 | |
ko00641 3-chloroacrylic acid degradation | −2.994 | −2.194 | 4 | 0.003 | |
ko00500 starch and sucrose metabolism | −2.812 | −0.765 | 29 | 0.005 | |
ko00511 other glycan degradation | −2.84 | −1.574 | 7 | 0.005 | |
ko00071 fatty acid metabolism | −2.759 | −1.43 | 8 | 0.006 | |
ko03030 DNA replication | −2.704 | −0.991 | 16 | 0.007 | |
ko00624 1- and 2-methyl naphthalene degradation | −2.594 | −1.437 | 7 | 0.009 | |
ko00061 fatty acid biosynthesis | −2.531 | −1.071 | 12 | 0.011 | |
ko00550 peptidoglycan biosynthesis | −2.439 | −0.688 | 27 | 0.015 | |
ko00740 riboflavin metabolism | −2.347 | −1.216 | 8 | 0.019 | |
Biofilm | ko03110 chaperones and folding catalysts | −2.311 | −0.619 | 30 | 0.021 |
ko00281 geraniol degradation | −2.315 | −1.959 | 3 | 0.021 | |
ko00650 butanoate metabolism | −2.222 | −0.627 | 27 | 0.026 | |
ko03018 RNA degradation | −2.187 | −0.857 | 14 | 0.029 | |
ko00903 limonene and pinene degradation | −2.155 | −1.58 | 4 | 0.031 | |
ko00930 caprolactam degradation | −2.022 | −2.964 | 1 | 0.043 | |
ko00830 retinol metabolism | −1.964 | −2.036 | 2 | 0.049 | |
ko00240 pyrimidine metabolism | −1.931 | −0.396 | 51 | 0.053 | |
ko00072 synthesis and degradation of ketone bodies | −1.814 | −1.329 | 4 | 0.07 | |
ko03032 DNA replication proteins | −1.797 | −0.466 | 32 | 0.072 | |
ko00051 fructose and mannose metabolism | −1.786 | −0.449 | 34 | 0.074 | |
ko02040 flagellar assembly | −1.769 | −2.593 | 1 | 0.077 | |
ko00970 aminoacyl-tRNA biosynthesis | −1.7 | −0.455 | 30 | 0.089 | |
ko00900 terpenoid backbone biosynthesis | −1.689 | −0.554 | 20 | 0.091 | |
Pathogenic | ko00240 pyrimidine metabolism | −4.135 | −0.91 | 55 | 0 |
ko03012 translation factors | −4.708 | −2.131 | 13 | 0 | |
ko03011 ribosome | −6.072 | −1.349 | 54 | 0 | |
ko03010 ribosome | −6.072 | −1.349 | 54 | 0 | |
ko00230 purine metabolism | −3.23 | −0.613 | 74 | 0.001 | |
ko03020 RNA-polymerase | −3.014 | −1.555 | 10 | 0.003 | |
ko00710 carbon fixation in photosynthetic organisms | −2.85 | −0.992 | 22 | 0.004 | |
ko00523 polyketide sugar unit biosynthesis | −2.657 | −2.168 | 4 | 0.008 | |
ko00970 aminoacyl-tRNA biosynthesis | −2.548 | −0.747 | 31 | 0.011 | |
ko03430 mismatch repair | −2.558 | −0.89 | 22 | 0.011 | |
ko03400 DNA repair and recombination proteins | −2.297 | −0.402 | 87 | 0.022 | |
ko00520 amino sugar and nucleotide sugar metabolism | −2.299 | −0.559 | 45 | 0.022 | |
ko01002 peptidases | −1.926 | −0.39 | 65 | 0.054 | |
ko03018 RNA degradation | −1.879 | −0.767 | 16 | 0.06 | |
ko00983 drug metabolism, other enzymes | −1.829 | −0.944 | 10 | 0.067 | |
ko00521 streptomycin biosynthesis | −1.765 | −1.018 | 8 | 0.078 | |
ko00740 riboflavin metabolism | −1.679 | −0.913 | 9 | 0.093 | |
ko00790 folate biosynthesis | −1.661 | −0.752 | 13 | 0.097 |
Gene sets are based on the KEGG orthology. Results show gene sets that were significantly upregulated in the biofilm fraction in relation to the planktonic fraction. “ko” numbers shown in the table correspond to KEGG metabolic pathways.