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Table S3. Full list of overrepresented COG groups in the MC metagenomes relative to the CT metagenomesa. COG COG description Metabolism 0243 Anaerobic dehydrogenases, typically selenocysteine-containing 0348 Polyferredoxin Class Class description C Energy production and conversion 97 361 2.0 C 18 220 6.6 1018 Flavodoxin reductases (ferredoxin-NADPH reductases) family 1 Aconitase B C Energy production and conversion Energy production and conversion 40 203 2.8 22 236 5.8 C 6 80 7.2 30 214 3.9 2 72 19.5 6 110 10.0 1362 Formylmethanofuran dehydrogenase subunit A NAD(P)H-nitrite reductase Predicted NADH:ubiquinone oxidoreductase, subunit RnfD Nitrate reductase alpha subunit Aspartyl aminopeptidase Energy production and conversion Energy production and conversion Energy production and conversion Energy production and conversion 1 94 51.0 0418 Dihydroorotase F 13 118 4.9 0120 G 13 125 5.2 18 121 3.7 3957 Ribose 5-phosphate isomerase Predicted Nacetylglucosaminyl transferase Phosphoketolase 16 151 5.1 5309 Exo-beta-1,3-glucanase G 3 87 15.7 0635 Coproporphyrinogen III oxidase and related Fe-S oxidoreductases 2-polyprenyl-6methoxyphenol hydroxylase and related FAD-dependent oxidoreductases H 71 295 2.3 111 414 2.0 1049 1229 1251 4658 5013 2956 0654 C C C C E G G HC Energy production and conversion Amino acid transport and metabolism Nucleotide transport and metabolism Carbohydrate transport and metabolism Carbohydrate transport and metabolism Carbohydrate transport and metabolism Carbohydrate transport and metabolism Coenzyme transport and metabolism Multiple classes CT MC ORMC/CT 1502 Phosphatidylserine/phosp hatidylglycerophosphate/c ardiolipin synthases and related enzymes Catalase I Lipid transport and metabolism P P 2223 ABC-type sulfate transport system, periplasmic component Nitrate/nitrite transporter Inorganic ion transport and metabolism Inorganic ion transport and metabolism 3158 K+ transporter P 0753 1613 3256 P Nitric oxide reductase P large subunit 3696 Putative silver efflux P pump 4208 ABC-type sulfate P transport system, permease component 4651 Kef-type K+ transport P system, predicted NADbinding component 4774 Outer membrane receptor P for monomeric catechols 1020 Non-ribosomal peptide Q synthetase modules and related proteins 3321 Polyketide synthase Q modules and related proteins Information storage and processing 0751 Glycyl-tRNA synthetase, J beta subunit 1187 16S rRNA uridine-516 J pseudouridylate synthase and related pseudouridylate synthases 0557 Exoribonuclease R K 0583 Transcriptional regulator K 3437 Response regulator KT containing a CheY-like receiver domain and an HD-GYP domain 0708 Exonuclease III L 38 286 4.1 6 80 7.2 10 148 8.0 10 168 9.1 115 394 1.9 13 118 4.9 254 938 2.0 11 113 5.6 Inorganic ion transport and metabolism 29 171 3.2 Inorganic ion transport and metabolism Secondary metabolites biosynthesis, transport and catabolism Secondary metabolites biosynthesis, transport and catabolism 40 365 5.0 92 895 5.3 94 621 3.6 Translation, ribosomal structure and biogenesis Translation, ribosomal structure and biogenesis 38 214 3.1 74 348 2.6 71 182 30 336 888 213 2.6 2.7 3.9 45 219 2.6 Inorganic ion transport and metabolism Inorganic ion transport and metabolism Inorganic ion transport and metabolism Inorganic ion transport and metabolism Inorganic ion transport and metabolism Transcription Transcription Multiple classes Replication, 1643 HrpA-like helicases L 4389 Site-specific recombinase L 86 315 2.0 7 112 8.7 Cell wall/membrane/envelop e biogenesis Cell wall/membrane/envelop e biogenesis 16 124 4.2 9 126 7.6 29 178 3.3 81 337 2.3 MU N Cell wall/membrane/envelop e biogenesis Cell wall/membrane/envelop e biogenesis Multiple classes Cell motility 106 10 624 128 3.2 7.0 NT Multiple classes 64 348 3.0 NT Multiple classes 43 442 5.6 NU Multiple classes 96 370 2.1 NU Multiple classes 166 551 1.8 NU Multiple classes 11 113 5.6 NU Multiple classes 21 256 6.6 O Posttranslational modification, protein turnover, chaperones Posttranslational modification, protein 5 78 8.5 92 352 2.1 Cellular processes and signaling 0729 Outer membrane protein M 1368 Phosphoglycerol transferase and related proteins, alkaline phosphatase superfamily Organic solvent tolerance protein OstA M Outer membrane protein/protective antigen OMA87 Outer membrane protein Flagellar motor component Chemotaxis protein histidine kinase and related kinases Methyl-accepting chemotaxis protein Type II secretory pathway, component PulF Type II secretory pathway, ATPase PulE/Tfp pilus assembly pathway, ATPase PilB Tfp pilus assembly protein, tip-associated adhesin PilY1 Tfp pilus assembly protein, ATPase PilU ABC-type sulfate transport system, permease component Glutathione S-transferase M 1452 4775 1538 1291 0643 0840 1459 2804 3419 5008 0555 0625 recombination and repair Replication, recombination and repair Replication, recombination and repair M O 3278 Cbb3-type cytochrome oxidase, subunit 1 3484 Predicted proteasome-type O protease 3634 Alkyl hydroperoxide reductase, large subunit O 1391 OT 2199 Glutamine synthetase adenylyltransferase Signal transduction histidine kinase cAMP-binding proteins catabolite gene activator and regulatory subunit of cAMP-dependent protein kinases FOG: GGDEF domain 2200 FOG: EAL domain T 2202 FOG: PAS/PAC domain T 2204 Response regulator containing CheY-like receiver, AAA-type ATPase, and DNAbinding domains HD-GYP domain T Predicted signal transduction protein containing EAL and modified HD-GYP domains Response regulator containing a CheY-like receiver domain and a GGDEF domain Signal transduction histidine kinase involved in nitrogen fixation and metabolism regulation Predicted signal T 0642 0664 2206 3434 3706 5000 5001 O turnover, chaperones Posttranslational modification, protein turnover, chaperones Posttranslational modification, protein turnover, chaperones Posttranslational modification, protein turnover, chaperones Multiple classes 55 260 2.6 8 90 6.1 15 172 6.2 46 238 2.8 Signal transduction mechanisms Signal transduction mechanisms 343 962 1.5 95 367 2.1 Signal transduction mechanisms Signal transduction mechanisms Signal transduction mechanisms Signal transduction mechanisms 121 1331 6.0 88 1387 8.6 49 381 4.2 317 909 1.6 Signal transduction mechanisms Signal transduction mechanisms 15 167 6.0 2 70 19.0 T Signal transduction mechanisms 49 395 4.4 T Signal transduction mechanisms 42 234 3.0 T Signal transduction 17 168 5.4 T T T T transduction protein mechanisms containing a membrane domain, an EAL and a GGDEF domain 3267 Type II secretory U Intracellular trafficking, 10 103 5.6 pathway, component secretion, and vesicular ExeA (predicted ATPase) transport 3451 Type IV secretory U Intracellular trafficking, 7 99 7.7 pathway, VirB4 secretion, and vesicular components transport 4796 Type II secretory U Intracellular trafficking, 17 145 4.6 pathway, component secretion, and vesicular HofQ transport 0841 Cation/multidrug efflux V Defense mechanisms 512 1693 1.8 pump 1566 Multidrug resistance V Defense mechanisms 104 376 2.0 efflux pump Poorly characterized 2194 Predicted membraneR General function 22 274 6.8 associated, metalprediction only dependent hydrolase 2509 Uncharacterized FADR General function 27 152 3.1 dependent prediction only dehydrogenases 3178 Predicted R General function 15 128 4.6 phosphotransferase related prediction only to Ser/Thr protein kinases 4783 Putative Zn-dependent R General function 97 350 2.0 protease, contains TPR prediction only repeats 1795 Uncharacterized S Function unknown 12 101 4.6 conserved protein 2354 Uncharacterized protein S Function unknown 2 72 19.5 conserved in bacteria 3164 Predicted membrane S Function unknown 24 177 4.0 protein 3220 Uncharacterized protein S Function unknown 10 103 5.6 conserved in bacteria 5316 Uncharacterized S Function unknown 5 82 8.9 conserved protein 5501 Predicted secreted protein S Function unknown 2 70 19.0 a The copy number of putative gene sequences in the CT and MC metagenomes and odds ratios (OR) between them are provided. The list of underrepresented COG groups is provided in Table S5.