Model Internals
Each PhenDB model is trained on sets of bacterial ENOGs (orthologous groups from EggNOG 4.5), which have or have not been identified in the training genomes. Each ENOG is given a weight, with the magnitude of the weight being the importance of that ENOG for the final prediction. The sign of the weight indicates whether the presence (positive weight) or absence (negative weight) of this ENOG is indicative of the trait.
This table lists the 250 highest-ranking ENOGs of this model.
rank in model | enog name | enog description | weight in model |
---|---|---|---|
1 | COG0270 | DNA (cytosine-5-)-methyltransferase activity | 0.029018 |
2 | COG1533 | DNA photolyase activity | 0.024818 |
3 | COG3568 | Endonuclease Exonuclease Phosphatase | 0.024758 |
4 | COG1432 | Conserved Protein | 0.024721 |
5 | COG1328 | CTP reductase activity | 0.024236 |
6 | COG2184 | nucleotidyltransferase activity | -0.023966 |
7 | COG3216 | Uncharacterized protein conserved in bacteria (DUF2062) | 0.023326 |
8 | COG1922 | lipopolysaccharide N-acetylmannosaminouronosyltransferase activity | -0.023285 |
9 | COG0368 | Joins adenosylcobinamide-GDP and alpha-ribazole to generate adenosylcobalamin (Ado-cobalamin). Also synthesizes adenosylcobalamin 5'-phosphate from adenosylcobinamide-GDP and alpha-ribazole 5'-phosphate | -0.023072 |
10 | COG3886 | PLD-like domain | -0.022992 |
11 | COG1744 | ABC transporter substrate-binding protein PnrA-like | 0.022932 |
12 | COG3412 | dihydroxyacetone kinase, phosphotransfer subunit | 0.022282 |
13 | COG1722 | exodeoxyribonuclease VII activity | -0.022049 |
14 | COG3760 | aminoacyl-tRNA metabolism involved in translational fidelity | 0.021873 |
15 | COG3323 | Protein of unknown function (DUF1653) | -0.021585 |
16 | COG0815 | Transfers the fatty acyl group on membrane lipoproteins | 0.021266 |
17 | COG2376 | Dihydroxyacetone kinase | 0.021205 |
18 | COG4091 | Methyl-accepting Chemotaxis protein | 0.021058 |
19 | COG2230 | cyclopropane-fatty-acyl-phospholipid synthase | -0.020944 |
20 | COG1714 | RDD family | 0.020772 |
21 | COG0381 | UDP-N-acetylglucosamine 2-epimerase activity | -0.020664 |
22 | COG1573 | uracil-dna glycosylase | 0.020236 |
23 | COG1079 | Belongs to the binding-protein-dependent transport system permease family | 0.020197 |
24 | COG3550 | peptidyl-serine autophosphorylation | 0.019966 |
25 | COG1652 | LysM domain | 0.019878 |
26 | COG3973 | AAA domain | -0.019096 |
27 | COG2038 | nicotinate-nucleotide-dimethylbenzimidazole phosphoribosyltransferase activity | -0.018813 |
28 | COG2367 | Beta-lactamase | -0.018672 |
29 | COG2087 | Catalyzes ATP-dependent phosphorylation of adenosylcobinamide and addition of GMP to adenosylcobinamide phosphate | -0.018630 |
30 | COG4603 | Belongs to the binding-protein-dependent transport system permease family | 0.018551 |
31 | COG0819 | Catalyzes an amino-pyrimidine hydrolysis reaction at the C5' of the pyrimidine moiety of thiamine compounds, a reaction that is part of a thiamine salvage pathway | -0.018482 |
32 | COG3404 | Formiminotransferase-cyclodeaminase | -0.018432 |
33 | COG1661 | DNA-binding protein with PD1-like DNA-binding motif | 0.018352 |
34 | COG0392 | lysyltransferase activity | -0.018344 |
35 | COG1279 | arginine transmembrane transporter activity | -0.018247 |
36 | COG2059 | Chromate | 0.018071 |
37 | COG1894 | NDH-1 shuttles electrons from NADH, via FMN and iron- sulfur (Fe-S) centers, to quinones in the respiratory chain | 0.017997 |
38 | COG1905 | PFAM NADH dehydrogenase (ubiquinone) 24 kDa subunit | 0.017997 |
39 | COG2026 | Addiction module toxin, RelE StbE family | -0.017969 |
40 | COG1493 | Catalyzes the ATP- as well as the pyrophosphate- dependent phosphorylation of a specific serine residue in HPr, a phosphocarrier protein of the phosphoenolpyruvate-dependent sugar phosphotransferase system (PTS). HprK P also catalyzes the pyrophosphate-producing, inorganic phosphate-dependent dephosphorylation (phosphorolysis) of seryl-phosphorylated HPr (P- Ser-HPr). The two antagonistic activities of HprK P are regulated by several intracellular metabolites, which change their concentration in response to the absence or presence of rapidly metabolisable carbon sources (glucose, fructose, etc.) in the growth medium. Therefore, by controlling the phosphorylation state of HPr, HPrK P is a sensor enzyme that plays a major role in the regulation of carbon metabolism and sugar transport it mediates carbon catabolite repression (CCR), and regulates PTS-catalyzed carbohydrate uptake and inducer exclusion | 0.017927 |
41 | COG3910 | aaa ATPase | 0.017849 |
42 | COG3041 | Addiction module toxin RelE StbE family | -0.017837 |
43 | COG1509 | lysine 2,3-aminomutase activity | -0.017827 |
44 | COG1914 | H( )-stimulated, divalent metal cation uptake system | -0.017563 |
45 | COG4942 | peptidase | 0.017288 |
46 | COG4713 | Psort location CytoplasmicMembrane, score | -0.016923 |
47 | COG4955 | Helix-turn-helix domain | -0.016602 |
48 | COG3223 | Belongs to the PsiE family | -0.016581 |
49 | COG2357 | RelA SpoT domain protein | -0.016518 |
50 | COG3238 | Protein conserved in bacteria | -0.016480 |
51 | COG1438 | arginine binding | -0.016476 |
52 | COG3467 | pyridoxamine 5'-phosphate | -0.016467 |
53 | COG2327 | Polysaccharide pyruvyl transferase | -0.016314 |
54 | COG3851 | Histidine kinase | 0.016211 |
55 | COG2993 | Cytochrome C oxidase, mono-heme subunit/FixO | 0.016209 |
56 | COG1897 | L-methionine biosynthetic process from homoserine via O-succinyl-L-homoserine and cystathionine | -0.016199 |
57 | 316Z5 | Universal stress protein family | -0.016119 |
58 | COG1858 | cytochrome C peroxidase | 0.015976 |
59 | COG0348 | domain, Protein | 0.015974 |
60 | COG1277 | ABC-type transport system involved in multi-copper enzyme maturation permease component | 0.015935 |
61 | COG2223 | nitrite transmembrane transporter activity | -0.015908 |
62 | COG3275 | phosphorelay sensor kinase activity | -0.015894 |
63 | COG1797 | cobyrinic acid a,c-diamide synthase activity | -0.015820 |
64 | COG1904 | glucuronate isomerase | -0.015819 |
65 | COG1297 | OPT oligopeptide transporter protein | 0.015816 |
66 | COG3480 | Lon protease (S16) C-terminal proteolytic domain | -0.015783 |
67 | COG1194 | a g-specific adenine glycosylase | -0.015751 |
68 | COG1253 | flavin adenine dinucleotide binding | -0.015727 |
69 | 33GD9 | 0.015664 | |
70 | COG0406 | alpha-ribazole phosphatase activity | -0.015652 |
71 | COG3619 | membrane | -0.015647 |
72 | COG2020 | methyltransferase activity | 0.015620 |
73 | COG4302 | ethanolamine ammonia-lyase activity | -0.015609 |
74 | COG4303 | Ethanolamine ammonia lyase large subunit | -0.015609 |
75 | COG4653 | Phage capsid family | 0.015604 |
76 | COG0144 | Specifically methylates the cytosine at position 967 (m5C967) of 16S rRNA | 0.015576 |
77 | COG0390 | transport system, permease component | -0.015563 |
78 | COG0399 | UDP-4-amino-4-deoxy-L-arabinose aminotransferase | 0.015526 |
79 | COG0300 | oxidoreductase activity | 0.015393 |
80 | 32AVZ | helix_turn_helix multiple antibiotic resistance protein | 0.015353 |
81 | 341CM | Bacterial regulatory proteins, tetR family | -0.015266 |
82 | COG0756 | dUTP diphosphatase activity | -0.015241 |
83 | COG3201 | nicotinamide mononucleotide transporter | -0.015186 |
84 | 342R0 | Trypsin-like peptidase domain | 0.015132 |
85 | COG4757 | Alpha beta hydrolase | 0.015104 |
86 | COG4506 | Protein conserved in bacteria | -0.015092 |
87 | COG3192 | ethanolamine utilization protein | -0.015081 |
88 | COG1647 | Serine aminopeptidase, S33 | 0.015010 |
89 | COG0695 | Has a glutathione-disulfide oxidoreductase activity in the presence of NADPH and glutathione reductase. Reduces low molecular weight disulfides and proteins | 0.014998 |
90 | COG3577 | Aspartyl protease | 0.014878 |
91 | COG2826 | transposase and inactivated derivatives, IS30 family | -0.014813 |
92 | COG1412 | self proteolysis | 0.014808 |
93 | COG0400 | carboxylic ester hydrolase activity | -0.014756 |
94 | COG2210 | Belongs to the sulfur carrier protein TusA family | -0.014713 |
95 | COG0235 | Class ii aldolase | 0.014694 |
96 | COG0783 | Belongs to the Dps family | -0.014688 |
97 | COG2182 | Extracellular solute-binding protein | 0.014640 |
98 | COG3856 | small basic protein | -0.014603 |
99 | COG1142 | 4fe-4S ferredoxin, iron-sulfur binding domain protein | 0.014598 |
100 | COG2049 | 5-oxoprolinase (ATP-hydrolyzing) activity | -0.014597 |
101 | COG5522 | Integral membrane protein (intg_mem_TP0381) | 0.014593 |
102 | COG0394 | Belongs to the low molecular weight phosphotyrosine protein phosphatase family | -0.014588 |
103 | COG0833 | amino acid | -0.014557 |
104 | COG0038 | chloride channel | 0.014508 |
105 | 2ZSRR | Psort location Cytoplasmic, score 8.87 | -0.014505 |
106 | COG0762 | integral membrane protein | -0.014489 |
107 | COG3622 | Belongs to the hyi family | 0.014422 |
108 | COG2985 | domain, Protein | 0.014411 |
109 | COG1956 | GAF domain-containing protein | -0.014409 |
110 | COG4191 | Histidine kinase | 0.014396 |
111 | 3172B | Bacterial PH domain | -0.014362 |
112 | COG1633 | Catalyzes the formation of the isocyclic ring in chlorophyll biosynthesis. Mediates the cyclase reaction, which results in the formation of divinylprotochlorophyllide (Pchlide) characteristic of all chlorophylls from magnesium-protoporphyrin IX 13-monomethyl ester (MgPMME) | 0.014358 |
113 | COG1508 | bacterial-type RNA polymerase transcriptional activator activity, sequence-specific DNA binding | 0.014330 |
114 | COG3681 | Belongs to the UPF0597 family | -0.014299 |
115 | COG1171 | Catalyzes the anaerobic formation of alpha-ketobutyrate and ammonia from threonine in a two-step reaction. The first step involved a dehydration of threonine and a production of enamine intermediates (aminocrotonate), which tautomerizes to its imine form (iminobutyrate). Both intermediates are unstable and short- lived. The second step is the nonenzymatic hydrolysis of the enamine imine intermediates to form 2-ketobutyrate and free ammonia. In the low water environment of the cell, the second step is accelerated by RidA | 0.014295 |
116 | COG2065 | Also displays a weak uracil phosphoribosyltransferase activity which is not physiologically significant | -0.014280 |
117 | COG1139 | Iron-sulfur cluster binding protein | 0.014277 |
118 | COG2893 | phosphoenolpyruvate-dependent sugar phosphotransferase system | 0.014199 |
119 | COG1687 | branched-chain amino acid | 0.014166 |
120 | COG0321 | lipoyl(octanoyl) transferase activity | 0.014073 |
121 | COG1492 | cobalamin metabolic process | -0.014057 |
122 | COG4781 | glycerophosphoryl diester phosphodiesterase | 0.014050 |
123 | COG1154 | Catalyzes the acyloin condensation reaction between C atoms 2 and 3 of pyruvate and glyceraldehyde 3-phosphate to yield 1-deoxy-D-xylulose-5-phosphate (DXP) | -0.014017 |
124 | COG3634 | alkyl hydroperoxide reductase activity | -0.013967 |
125 | COG0071 | Belongs to the small heat shock protein (HSP20) family | -0.013931 |
126 | COG2978 | secondary active p-aminobenzoyl-glutamate transmembrane transporter activity | -0.013909 |
127 | COG1518 | maintenance of DNA repeat elements | -0.013873 |
128 | COG0147 | Part of a heterotetrameric complex that catalyzes the two-step biosynthesis of anthranilate, an intermediate in the biosynthesis of L-tryptophan. In the first step, the glutamine- binding beta subunit (TrpG) of anthranilate synthase (AS) provides the glutamine amidotransferase activity which generates ammonia as a substrate that, along with chorismate, is used in the second step, catalyzed by the large alpha subunit of AS (TrpE) to produce anthranilate. In the absence of TrpG, TrpE can synthesize anthranilate directly from chorismate and high concentrations of ammonia | -0.013854 |
129 | COG0676 | glucose-6-phosphate 1-epimerase activity | 0.013854 |
130 | COG3295 | Protein conserved in bacteria | 0.013840 |
131 | COG0246 | Mannitol dehydrogenase | 0.013783 |
132 | COG1564 | THIamine pyrophosphokinase | -0.013756 |
133 | COG3664 | PFAM glycoside hydrolase family 39 | 0.013737 |
134 | COG2314 | TM2 domain | 0.013732 |
135 | COG1853 | conserved protein domain typically associated with flavoprotein oxygenases, DIM6 NTAB family | -0.013717 |
136 | COG4185 | zeta toxin | -0.013706 |
137 | COG0852 | NDH-1 shuttles electrons from NADH, via FMN and iron- sulfur (Fe-S) centers, to quinones in the respiratory chain. The immediate electron acceptor for the enzyme in this species is believed to be ubiquinone. Couples the redox reaction to proton translocation (for every two electrons transferred, four hydrogen ions are translocated across the cytoplasmic membrane), and thus conserves the redox energy in a proton gradient | 0.013699 |
138 | COG0586 | Pfam SNARE associated Golgi protein | -0.013697 |
139 | COG0595 | An RNase that has 5'-3' exonuclease and possibly endonuclease activity. Involved in maturation of rRNA and in some organisms also mRNA maturation and or decay | -0.013682 |
140 | COG3177 | Filamentation induced by cAMP protein fic | -0.013647 |
141 | COG0128 | 3-phosphoshikimate 1-carboxyvinyltransferase activity | -0.013634 |
142 | COG3158 | transport of potassium into the cell | -0.013604 |
143 | COG1306 | Putative glycosyl hydrolase domain | 0.013596 |
144 | COG3475 | LICD family | -0.013517 |
145 | COG1180 | Activation of pyruvate formate-lyase under anaerobic conditions by generation of an organic free radical, using S- adenosylmethionine and reduced flavodoxin as cosubstrates to produce 5'-deoxy-adenosine | 0.013485 |
146 | COG0414 | Catalyzes the condensation of pantoate with beta-alanine in an ATP-dependent reaction via a pantoyl-adenylate intermediate | 0.013482 |
147 | COG1070 | Carbohydrate kinase | 0.013480 |
148 | COG0294 | Catalyzes the condensation of para-aminobenzoate (pABA) with 6-hydroxymethyl-7,8-dihydropterin diphosphate (DHPt-PP) to form 7,8-dihydropteroate (H2Pte), the immediate precursor of folate derivatives | -0.013472 |
149 | COG1206 | Catalyzes the folate-dependent formation of 5-methyl- uridine at position 54 (M-5-U54) in all tRNAs | -0.013436 |
150 | COG3879 | Bacterial protein of unknown function (DUF881) | -0.013415 |
151 | COG3956 | TIGRFAM MazG family protein | -0.013359 |
152 | COG3176 | hemolysin | 0.013357 |
153 | COG3976 | FMN-binding domain protein | -0.013351 |
154 | COG2707 | UPF0756 membrane protein | -0.013338 |
155 | COG2936 | dipeptidyl-peptidase activity | -0.013328 |
156 | COG1598 | PFAM Uncharacterised protein family UPF0150 | -0.013327 |
157 | COG3623 | hexulose-6-phosphate isomerase | 0.013320 |
158 | COG1975 | Xanthine and CO dehydrogenases maturation factor, XdhC CoxF family | 0.013275 |
159 | COG1496 | oxidoreductase activity | -0.013273 |
160 | COG0163 | prenyltransferase activity | 0.013272 |
161 | COG0612 | Peptidase, M16 | 0.013271 |
162 | 33S0I | Parallel beta-helix repeats | 0.013225 |
163 | COG3162 | membrane | -0.013218 |
164 | COG2962 | Rard protein | -0.013184 |
165 | COG3745 | Flp pilus assembly protein CpaB | 0.013176 |
166 | COG0388 | Catalyzes the ATP-dependent amidation of deamido-NAD to form NAD. Uses L-glutamine as a nitrogen source | -0.013173 |
167 | COG0302 | gtp cyclohydrolase | -0.013168 |
168 | COG2032 | superoxide dismutase activity | -0.013141 |
169 | COG1611 | Belongs to the LOG family | -0.013125 |
170 | COG4671 | Glycosyl Transferase | 0.013109 |
171 | COG0478 | Catalyzes the ATP-dependent phosphorylation of the 3- deoxy-D-manno-octulosonic acid (Kdo) residue in Kdo-lipid IV(A) at the 4-OH position | 0.013102 |
172 | COG0605 | Destroys radicals which are normally produced within the cells and which are toxic to biological systems | 0.013084 |
173 | COG1312 | Catalyzes the dehydration of D-mannonate | -0.013079 |
174 | COG3448 | diguanylate cyclase activity | 0.013076 |
175 | COG0384 | phenazine biosynthesis protein PhzF | -0.013071 |
176 | COG0433 | COG0433 Predicted ATPase | 0.013068 |
177 | COG0281 | malic enzyme | 0.013044 |
178 | COG2243 | precorrin-2 c20-methyltransferase | -0.013028 |
179 | COG2875 | Belongs to the precorrin methyltransferase family | -0.013028 |
180 | 33PN1 | Protein of unknown function (DUF1460) | -0.013023 |
181 | COG1457 | Belongs to the purine-cytosine permease (2.A.39) family | 0.013015 |
182 | COG1668 | transmembrane transport | 0.013011 |
183 | 32SQ3 | GlcNAc-PI de-N-acetylase | 0.013001 |
184 | COG5473 | translation initiation factor activity | 0.012984 |
185 | COG3940 | Belongs to the glycosyl hydrolase 43 family | -0.012976 |
186 | COG1034 | ATP synthesis coupled electron transport | 0.012972 |
187 | COG3345 | alpha-galactosidase | 0.012967 |
188 | COG1696 | Membrane protein involved in D-alanine export | -0.012957 |
189 | COG2966 | Psort location CytoplasmicMembrane, score | 0.012947 |
190 | COG4716 | Myosin-crossreactive antigen | -0.012942 |
191 | COG2234 | aminopeptidase activity | -0.012940 |
192 | COG3942 | CHAP domain | -0.012914 |
193 | COG1780 | Probably involved in ribonucleotide reductase function | -0.012912 |
194 | COG3877 | Protein conserved in bacteria | 0.012899 |
195 | COG2241 | protein methyltransferase activity | -0.012836 |
196 | COG2220 | Zn-dependent hydrolases of the beta-lactamase fold | 0.012831 |
197 | COG4917 | ethanolamine utilization protein | -0.012782 |
198 | COG1773 | rubredoxin | 0.012752 |
199 | COG0499 | May play a key role in the regulation of the intracellular concentration of adenosylhomocysteine | 0.012747 |
200 | COG3197 | Cytochrome oxidase maturation protein | 0.012743 |
201 | COG3278 | Belongs to the heme-copper respiratory oxidase family | 0.012743 |
202 | COG0716 | FMN binding | -0.012722 |
203 | COG4118 | positive regulation of growth | 0.012712 |
204 | COG2937 | Belongs to the GPAT DAPAT family | -0.012653 |
205 | COG1825 | This is one of the proteins that binds to the 5S RNA in the ribosome where it forms part of the central protuberance | 0.012650 |
206 | COG2188 | Transcriptional regulator | 0.012644 |
207 | COG3247 | response to pH | -0.012639 |
208 | COG3272 | Protein of unknown function (DUF1722) | -0.012613 |
209 | COG1264 | protein-N(PI)-phosphohistidine-sugar phosphotransferase activity | 0.012597 |
210 | COG0030 | 16S rRNA (adenine(1518)-N(6)/adenine(1519)-N(6))-dimethyltransferase activity | -0.012580 |
211 | COG4536 | flavin adenine dinucleotide binding | 0.012534 |
212 | COG5542 | integral membrane protein | 0.012526 |
213 | COG4198 | Conserved Protein | -0.012493 |
214 | COG3865 | 3-Demethylubiquinone-9 3-methyltransferase | 0.012492 |
215 | COG0174 | glutamine synthetase | -0.012482 |
216 | COG4623 | carbon-oxygen lyase activity, acting on polysaccharides | -0.012463 |
217 | COG3450 | Protein of unknown function (DUF861) | 0.012453 |
218 | COG2179 | HAD superfamily (subfamily IIIA) phosphatase, TIGR01668 | -0.012446 |
219 | 33F46 | 0.012439 | |
220 | COG5426 | von Willebrand factor, type A | 0.012437 |
221 | 2Z8ZV | ABC-2 family transporter protein | -0.012413 |
222 | COG3689 | TIGRFAM TIGR03943 family protein | -0.012412 |
223 | COG0043 | 3-octaprenyl-4-hydroxybenzoate carboxy-lyase activity | 0.012396 |
224 | COG5414 | chromosome segregation | 0.012346 |
225 | COG0426 | domain, Protein | -0.012330 |
226 | COG1877 | trehalose-phosphatase activity | -0.012311 |
227 | COG2337 | Toxic component of a toxin-antitoxin (TA) module | 0.012291 |
228 | COG0631 | protein serine/threonine phosphatase activity | -0.012282 |
229 | COG2334 | A protein kinase that phosphorylates Ser and Thr residues. Probably acts to suppress the effects of stress linked to accumulation of reactive oxygen species. Probably involved in the extracytoplasmic stress response | 0.012266 |
230 | COG0733 | neurotransmitter:sodium symporter activity | 0.012243 |
231 | COG0386 | Belongs to the glutathione peroxidase family | -0.012228 |
232 | COG1228 | amidohydrolase | -0.012191 |
233 | COG2802 | ATP-dependent protease La (LON) substrate-binding domain | 0.012180 |
234 | COG3672 | Periplasmic Protein | 0.012180 |
235 | COG4318 | ParB-like nuclease | 0.012180 |
236 | COG4764 | Protein conserved in bacteria | 0.012180 |
237 | COG0543 | 2 iron, 2 sulfur cluster binding | -0.012160 |
238 | COG0801 | 2-amino-4-hydroxy-6-hydroxymethyldihydropteridine pyrophosphokinase | -0.012147 |
239 | COG2268 | Band 7 protein | -0.012147 |
240 | 30J72 | Pathogenicity locus | 0.012097 |
241 | 32Y3S | ABC-2 family transporter protein | 0.012096 |
242 | COG4143 | (ABC) transporter | 0.012091 |
243 | COG0269 | 3-dehydro-L-gulonate-6-phosphate decarboxylase activity | 0.012062 |
244 | COG0171 | NAD+ synthase (glutamine-hydrolyzing) activity | -0.012037 |
245 | COG3458 | cephalosporin-C deacetylase activity | 0.012026 |
246 | COG4565 | transcriptional regulatory protein | -0.012017 |
247 | COG4822 | anaerobic cobalamin biosynthetic process | -0.011994 |
248 | COG1770 | oligopeptidase | -0.011988 |
249 | COG1893 | Catalyzes the NADPH-dependent reduction of ketopantoate into pantoic acid | 0.011978 |
250 | COG3379 | PFAM type I phosphodiesterase nucleotide pyrophosphatase | 0.011927 |