Environment and Gene Regulatory Influence Network (EGRIN) model for C. difficile 630

The Environment and Gene Regulatory Influence Network (EGRIN) model of C. difficile 630 was inferred using cMonkey2 and a compendium of 136 transcriptomes (retrieved from the Gene Expression Omnibus repository) with 4,070 sequence features including 35 rRNAs and 90 tRNAs . The C. difficile EGRIN model groups genes in subsets (406 modules in total), that are co-regulated in specific environments, and also identifies the associated, putative cis-acting gene regulatory elements (GREs), which represent potential TF binding locations. Transcriptome compendium included conditions: response to iron limitation, response to oxygen, in vivo vs in vitro growth, short term infection (0, 30, 60, 120 mins), response to commensals and host diet, transition from exponential to stationary phase, fur KO, codY KO, sporulation TF (and sigma factors) KOs.

Explore Regulatory Modules

Displaying 21 - 30 of 406

Candidate transcriptional regulators for each module were determined with a linear regression based approach (Inferelator) and by evaluating the statistical significance of the overlap (Hypergeometric) between modules and putative TF and alternative sigma factor regulons (CcpA, CodY, Fur, PrdR, SigB, SigD, SigE, SigF, SigG, SigH, SigK, Spo0A) compiled from available literature.

* Given that translation start was used to define the 3' end of putative promoters, some cis-regulatory motifs are likely to be ribosome binding sites (i.e., Shine-Dalgarno sequence). RBS is typically a six nucleotide sequence 5'-GGAGGA-3'.

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Title Gene Count Motif 1 e-value Motif 2 e-value Residual Expression TF Influences
Module_147 21
  • CD630_03960 - hadI Type: Gene
    Product:Activator of 2-hydroxyisocaproyl-CoA dehydratase | Pathway: | COG: Lipid transport and metabolism
  • CD630_04010 - etfA1 Type: Gene
    Product:Alpha-subunit of electron transfer flavoprotein | Pathway: | COG: Energy production and conversion
  • CD630_11780 - plsX Type: Gene
    Product:Fatty acid/phospholipid synthesis protein PlsX | Pathway: Lipid metabolism | COG: Lipid transport and metabolism
  • CD630_11800 - fabK Type: Gene
    Product:Enoyl-(Acyl-carrier-protein) reductase II | Pathway: | COG: Lipid transport and metabolism
  • CD630_03950 - hadA Type: Gene
    Product:Isocaprenoyl-CoA:2-hydroxyisocaproateCoA-transferase | Pathway: | COG: Energy production and conversion
  • CD630_11770 - fapR Type: Gene
    Product:Transcriptional regulator, DeoR family (Fattyacid and phospholipid biosynthesis regulator) | Pathway: | COG: Transcription
  • CD630_11810 - fabD Type: Gene
    Product:Malonyl CoA-acyl carrier protein transacylase(MCT) | Pathway: | COG: Lipid transport and metabolism
  • CD630_11790 - fabH Type: Gene
    Product:3-oxoacyl-[acyl-carrier-protein] synthase 3 | Pathway: Lipid metabolism | COG: Lipid transport and metabolism
  • CD630_03990 - acdB Type: Gene
    Product:Acyl-CoA dehydrogenase, short-chain specific | Pathway: | COG: Lipid transport and metabolism
  • CD630_00941 - rpmJ Type: Gene
    Product:50S ribosomal protein L36 | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_09231 - Type: Gene
    Product:Putative phage protein | Pathway: | COG:
  • CD630_00881 - rpmD Type: Gene
    Product:50S ribosomal protein L30 | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_03980 - hadC Type: Gene
    Product:Subunit of oxygen-sensitive2-hydroxyisocaproyl-CoA dehydratase C | Pathway: | COG: Amino acid transport and metabolism
  • CD630_11840 - fabF Type: Gene
    Product:3-oxoacyl-[acyl-carrier-protein] synthase 2 | Pathway: Lipid metabolism | COG: Lipid transport and metabolism
  • CD630_00841 - rpsZ Type: Gene
    Product:30S ribosomal protein S14 type Z | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_11820 - fabG Type: Gene
    Product:3-oxoacyl-[acyl-carrier protein] reductase(3-ketoacyl-acyl carrier protein reductase) | Pathway: Lipid metabolism | COG: Function unknown
  • CD630_11830 - acpP Type: Gene
    Product:Acyl carrier protein (ACP) | Pathway: Lipid metabolism | COG: Lipid transport and metabolism
  • CD630_03970 - hadB Type: Gene
    Product:Subunit of oxygen-sensitive2-hydroxyisocaproyl-CoA dehydratase B | Pathway: | COG: Amino acid transport and metabolism
  • CD630_04000 - etfB1 Type: Gene
    Product:Beta-subunit of electron transfer flavoprotein | Pathway: | COG: Energy production and conversion
  • CD630_00710 - tuf Type: Gene
    Product:Elongation factor EFTu/EF1A (EF-Tu) | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_00801 - rpmC Type: Gene
    Product:50S ribosomal protein L29 | Pathway: | COG: Translation, ribosomal structure and biogenesis
NA NA 0.34 Inferelator: 2
Hypergeometric: 1

TF Influences from Inferelator

  1. CD630_16930 - Type: Gene
    Product:Putative dinitrogenase iron-molybdenum cofactor | Pathway: | COG: Function unknown
  2. CD630_23900 - Type: Gene
    Product:Transcriptional regulator, beta-lactamsrepressor | Pathway: | COG: Transcription

TF Influences from Hypergeometric Test

  1. CD630_31760 - glnF Type: Gene
    Product:RNA polymerase sigma-54 factor | Pathway: | COG: Transcription
Module_67 16
  • CD630_32780 - Type: Gene
    Product:PTS system, mannose/fructose/sorbose IIAcomponent | Pathway: | COG: Carbohydrate transport and metabolism
  • CD630_04480 - orr Type: Gene
    Product:ornithine racemase | Pathway: | COG: Amino acid transport and metabolism
  • CD630_32790 - Type: Gene
    Product:PTS system, mannose/fructose/sorbose IIBcomponent | Pathway: | COG: Carbohydrate transport and metabolism
  • CD630_32760 - Type: Gene
    Product:PTS system, mannose/fructose/sorbose IIDcomponent | Pathway: | COG: Carbohydrate transport and metabolism
  • CD630_04490 - Type: Gene
    Product:Na+/H+ antiporter, NhaA family | Pathway: | COG: Energy production and conversion
  • CD630_04440 - ortB Type: Gene
    Product:2-amino-4-ketopentanoate thiolase beta subunit | Pathway: | COG: Function unknown
  • CD630_32750 - Type: Gene
    Product:Putative phosphosugar isomerase | Pathway: | COG: Cell wall/membrane/envelope biogenesis
  • CD630_04420 - ord Type: Gene
    Product:2,4-diaminopentanoate dehydrogenase | Pathway: | COG: Amino acid transport and metabolism
  • CD630_32770 - Type: Gene
    Product:PTS system, mannose/fructose/sorbose IICcomponent | Pathway: | COG: Carbohydrate transport and metabolism
  • CD630_31260 - bglG Type: Gene
    Product:Transcription antiterminator, PTS operonregulator | Pathway: | COG: Transcription
  • CD630_04430 - ortA Type: Gene
    Product:2-amino-4-ketopentanoate thiolase alpha subunit | Pathway: | COG: Function unknown
  • CD630_04460 - oraE Type: Gene
    Product:D-ornithine aminomutase E component | Pathway: | COG: Function unknown
  • CD630_04470 - Type: Gene
    Product:Putative reactivating factor foradenosylcobalamine-dependent D-ornithine aminomutase | Pathway: | COG: Function unknown
  • CD630_31240 - bglA Type: Gene
    Product:6-phospho-beta-glucosidase | Pathway: | COG: Carbohydrate transport and metabolism
  • CD630_04450 - oraS Type: Gene
    Product:D-ornithine aminomutase S component | Pathway: | COG: Function unknown
  • CD630_31250 - bglF Type: Gene
    Product:PTS system, beta-glucoside-specific IIABCcomponent | Pathway: | COG: Carbohydrate transport and metabolism
NA NA 0.27 Inferelator: 1
Hypergeometric: 1

TF Influences from Inferelator

  1. CD630_26430 - sigE Type: Gene
    Product:RNA polymerase sigma-E factor | Pathway: | COG: Transcription

TF Influences from Hypergeometric Test

  1. CD630_12750 - codY Type: Gene
    Product:Transcriptional regulator, GTP-sensingpleiotropic repressor | Pathway: | COG: Transcription
Module_68 4
  • CD630_12910 - dacF Type: Gene
    Product:D-alanyl-D-alanine carboxypeptidase | Pathway: | COG: Cell wall/membrane/envelope biogenesis
  • CD630_12900 - Type: Gene
    Product:Putative small acid-soluble spore protein SASP | Pathway: | COG:
  • CD630_07080 - pepD Type: Gene
    Product:Peptidase D, aminoacyl-histidine dipeptidase | Pathway: | COG: Amino acid transport and metabolism
  • CD630_32220 - sdaB Type: Gene
    Product:L-serine dehydratase | Pathway: | COG: Amino acid transport and metabolism
NA NA 0.50 Inferelator: 2
Hypergeometric: 0

TF Influences from Inferelator

  1. CD630_06290 - Type: Gene
    Product:Transcriptional regulator, Crp family | Pathway: | COG: Transcription
  2. CD630_25990 - Type: Gene
    Product:Putative transcriptional regulator | Pathway: | COG: Transcription

TF Influences from Hypergeometric Test

No TF Influences from the hypergeometric test
Module_400 19
  • CD630_01170 - Type: Gene
    Product:Putative ferredoxin/flavodoxin oxidoreductase,beta subunit | Pathway: | COG: Energy production and conversion
  • CD630_21360 - uppS Type: Gene
    Product:Undecaprenyl pyrophosphate synthetase | Pathway: | COG: Lipid transport and metabolism
  • CD630_21361 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG:
  • CD630_01160 - Type: Gene
    Product:Putative ferredoxin/flavodoxin oxidoreductase,alpha subunit | Pathway: | COG: Energy production and conversion
  • CD630_01180 - Type: Gene
    Product:Putative ferredoxin/flavodoxin oxidoreductase,gamma subunit | Pathway: | COG: Energy production and conversion
  • CD630_01140 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG: Function unknown
  • CD630_24460 - Type: Gene
    Product:Putative aspartyl/glutamyl-tRNA amidotransferasesubunit B-related | Pathway: | COG: Function unknown
  • CD630_21350 - cdsA Type: Gene
    Product:Phosphatidate cytidylyltransferase CdsA | Pathway: Phospholipid metabolism | COG: Lipid transport and metabolism
  • CD630_01120 - ptb Type: Gene
    Product:phosphate butyryltransferase | Pathway: | COG: Energy production and conversion
  • CD630_21370 - frr Type: Gene
    Product:Ribosome-recycling factor | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_01150 - Type: Gene
    Product:Putative 4Fe-4S ferredoxin, iron-sulfur bindingdomain protein, delta subunit | Pathway: | COG: Energy production and conversion
  • CD630_34740 - atpB Type: Gene
    Product:ATP synthase subunit a | Pathway: | COG: Energy production and conversion
  • CD630_01190 - glmM Type: Gene
    Product:Phosphoglucosamine mutase | Pathway: | COG: Carbohydrate transport and metabolism
  • CD630_34720 - atpF Type: Gene
    Product:ATP synthase subunit b | Pathway: | COG: Energy production and conversion
  • CD630_01130 - buk Type: Gene
    Product:Butyrate kinase (BK) (Branched-chain carboxylicacid kinase) | Pathway: | COG: Energy production and conversion
  • CD630_34760 - atpZ Type: Gene
    Product:ATP synthase transporter | Pathway: | COG: Function unknown
  • CD630_34670 - atpC Type: Gene
    Product:ATP synthase epsilon chain | Pathway: | COG: Energy production and conversion
  • CD630_21400 - rpsB Type: Gene
    Product:30S ribosomal protein S2 | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_21950 - ftnA Type: Gene
    Product:Ferritin | Pathway: | COG: Inorganic ion transport and metabolism
NA NA 0.32 Inferelator: 4
Hypergeometric: 0

TF Influences from Inferelator

  1. CD630_16920 - Type: Gene
    Product:Transcriptional regulator, ArsR family | Pathway: | COG: Transcription
  2. CD630_16930 - Type: Gene
    Product:Putative dinitrogenase iron-molybdenum cofactor | Pathway: | COG: Function unknown
  3. CD630_22200 - Type: Gene
    Product:Putative cyclic nucleotides-binding protein | Pathway: | COG: Signal transduction mechanisms
  4. CD630_23900 - Type: Gene
    Product:Transcriptional regulator, beta-lactamsrepressor | Pathway: | COG: Transcription

TF Influences from Hypergeometric Test

No TF Influences from the hypergeometric test
Module_116 6
  • CD630_06740 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG:
  • CD630_13380 - Type: Gene
    Product:Putative 6-phospho-beta-glucosidase | Pathway: | COG: Carbohydrate transport and metabolism
  • CD630_07141 - Type: Gene
    Product:Fragment of sugar O-acetyltransferase (C-terminalregion) | Pathway: | COG: Function unknown
  • CD630_13370 - Type: Gene
    Product:Transcriptional regulator, RpiR family | Pathway: | COG: Transcription
  • CD630_06050 - Type: Gene
    Product:Fragment of conserved hypothetical protein(N-terminal region) | Pathway: | COG: Function unknown
NA NA 0.55 Inferelator: 1
Hypergeometric: 0

TF Influences from Inferelator

  1. CD630_13370 - Type: Gene
    Product:Transcriptional regulator, RpiR family | Pathway: | COG: Transcription

TF Influences from Hypergeometric Test

No TF Influences from the hypergeometric test
Module_202 6
  • CD630_17720 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG: Function unknown
  • CD630_26040 - Type: Gene
    Product:Fragment of ADP-ribosyltransferase CdtAB (Part1) | Pathway: | COG:
  • CD630_28240 - Type: Gene
    Product:Fragment of putative membrane protein (C-terminalregion) | Pathway: | COG: Function unknown
  • CD630_33810 - Type: Gene
    Product:Fragment of putative membrane protein Tn916-like,CTn7-orf17 (Part 2) | Pathway: | COG: Function unknown, Function unknown
  • CD630_32210 - Type: Gene
    Product:Putative peptidase, M20D family | Pathway: | COG: Amino acid transport and metabolism
  • CD630_18130 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG: Function unknown
NA NA 0.53 Inferelator: 1
Hypergeometric: 0

TF Influences from Inferelator

  1. CD630_17250 - Type: Gene
    Product:Transcriptional regulator, AraC family | Pathway: | COG: Transcription

TF Influences from Hypergeometric Test

No TF Influences from the hypergeometric test
Module_218 19
  • CD630_04351 - Type: Gene
    Product:Putative conjugative transposon proteinTn1549-like, CTn2-Orf32 | Pathway: | COG:
  • CD630_04360 - Type: Gene
    Product:Putative recombinase Tn1549-like, CTn2-Orf34 | Pathway: | COG: Replication, recombination and repair
  • CD630_21140 - Type: Gene
    Product:Two-component response regulator | Pathway: | COG: Signal transduction mechanisms
  • CD630_33722 - Type: Gene
    Product:Putative conjugative transposon proteinTn916-like, CTn7-Orf6 | Pathway: | COG: Function unknown
  • CD630_21130 - Type: Gene
    Product:Two-component sensor histidine kinase | Pathway: | COG: Signal transduction mechanisms
NA NA 0.49 Inferelator: 1
Hypergeometric: 0

TF Influences from Inferelator

  1. CD630_21140 - Type: Gene
    Product:Two-component response regulator | Pathway: | COG: Signal transduction mechanisms

TF Influences from Hypergeometric Test

No TF Influences from the hypergeometric test
Module_101 12
  • CD630_03480 - Type: Gene
    Product:Fragment of conserved hypothetical protein (Part1) | Pathway: | COG: Secondary metabolites biosynthesis, transport and catabolism, Secondary metabolites biosynthesis, transport and catabolism
  • CD630_05071 - Type: Gene
    Product:Fragment of Tet(M) leader peptide Tn5397,CTn3-orf12 (C-terminal region) | Pathway: | COG:
  • CD630_13880 - Type: Gene
    Product:Fragment of trancriptional regulator (Part 2) | Pathway: | COG: Transcription
  • CD630_20052 - Type: Gene
    Product:Fragment of conserved hypothetical protein(Central region) | Pathway: | COG: Function unknown
  • CD630_08580 - Type: Gene
    Product:Fragment of transcriptional regulator,sigma-54-dependent (Part 1), PRD domain | Pathway: | COG: Signal transduction mechanisms, Signal transduction mechanisms
  • CD630_33580 - Type: Gene
    Product:Fragment of C-terminal transcriptional regulator,AsnC/Lrp family | Pathway: | COG: Transcription
  • CD630_24591 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG:
  • CD630_06780 - Type: Gene
    Product:Fragment of conserved hypothetical protein(C-terminal region) | Pathway: | COG:
  • CD630_36740 - rsmG Type: Gene
    Product:Fragment of 7-methylguanosine methyltransferasespecific for the 16S rRNA (Part 2) | Pathway: | COG: Cell wall/membrane/envelope biogenesis, Cell wall/membrane/envelope biogenesis
  • CD630_22210 - Type: Gene
    Product:Fragment of putative extrachromosomal protein(C-terminal region) | Pathway: | COG: Function unknown
NA NA 0.47 Inferelator: 0
Hypergeometric: 0

TF Influences from Inferelator

No TF influences from Inferelator

TF Influences from Hypergeometric Test

No TF Influences from the hypergeometric test
Module_70 23
  • CD630_29550 - ntpB Type: Gene
    Product:V-type sodium ATPase subunit B | Pathway: | COG: Energy production and conversion
  • CD630_29610 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG:
  • CD630_32530 - folC Type: Gene
    Product:Folylpolyglutamate synthase | Pathway: | COG: Coenzyme transport and metabolism
  • CD630_33690 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG:
  • CD630_35440 - Type: Gene
    Product:Transcriptional regulator, AsnC/Lrp family | Pathway: | COG: Transcription
  • CD630_29590 - ntpK Type: Gene
    Product:V-type sodium ATPase subunit K | Pathway: | COG: Energy production and conversion
  • CD630_29980 - Type: Gene
    Product:ABC-type transport system, iron-family permease | Pathway: | COG: Inorganic ion transport and metabolism
  • CD630_09240 - Type: Gene
    Product:Putative phage protein | Pathway: | COG:
  • CD630_16450 - Type: Gene
    Product:Putative membrane protein | Pathway: | COG: Function unknown
  • CD630_29600 - ntpI Type: Gene
    Product:V-type sodium ATPase subunit I | Pathway: | COG: Energy production and conversion
  • CD630_01480 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG: Function unknown
  • CD630_29540 - ntpD Type: Gene
    Product:V-type sodium ATPase subunit D | Pathway: | COG: Energy production and conversion
  • CD630_29560 - ntpA Type: Gene
    Product:V-type sodium ATPase subunit A | Pathway: | COG: Energy production and conversion
  • CD630_29561 - ntpF Type: Gene
    Product:V-type sodium ATPase subunit F | Pathway: | COG: Energy production and conversion
  • CD630_29580 - ntpE Type: Gene
    Product:V-type sodium ATPase subunit E | Pathway: | COG: Energy production and conversion
  • CD630_29970 - Type: Gene
    Product:ABC-type transport system, iron-familyATP-binding protein | Pathway: | COG: Inorganic ion transport and metabolism
  • CD630_23010 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG:
  • CD630_29990 - Type: Gene
    Product:ABC-type transport system, iron-familyextracellular solute-binding protein | Pathway: | COG: Inorganic ion transport and metabolism
  • CD630_32800 - Type: Gene
    Product:Sigma-54 dpendent regulator, PTS fructose family | Pathway: | COG: Signal transduction mechanisms
  • CD630_35430 - Type: Gene
    Product:Putative nicotinate phosphribosyltransferase | Pathway: Cofactor biosynthesis | COG: Coenzyme transport and metabolism
  • CD630_16460 - Type: Gene
    Product:Putative peptidase, M19 family | Pathway: | COG: Amino acid transport and metabolism
  • CD630_16440 - Type: Gene
    Product:Transcriptional regulator, RmlC-type | Pathway: | COG: Transcription
  • CD630_20451 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG:
NA NA 0.56 Inferelator: 2
Hypergeometric: 2

TF Influences from Inferelator

  1. CD630_16050 - Type: Gene
    Product:Putative transcriptional regulator | Pathway: | COG: Transcription
  2. CD630_20480 - Type: Gene
    Product:Transcriptional regulator, RpiR family | Pathway: | COG: Transcription

TF Influences from Hypergeometric Test

  1. CD630_12750 - codY Type: Gene
    Product:Transcriptional regulator, GTP-sensingpleiotropic repressor | Pathway: | COG: Transcription
  2. CD630_32450 - prdR Type: Gene
    Product:Transcriptional regulator, sigma-54-dependent | Pathway: | COG: Transcription
Module_252 4
  • CD630_21341 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG:
  • CD630_07390 - Type: Gene
    Product:Putative exported protein | Pathway: | COG:
  • CD630_12340 - Type: Gene
    Product:Putative phage protein | Pathway: | COG:
  • CD630_18440 - Type: Gene
    Product:Fragment of conserved hypothetical protein (Part1) | Pathway: | COG: Function unknown
NA NA 0.29 Inferelator: 2
Hypergeometric: 0

TF Influences from Inferelator

  1. CD630_13810 - Type: Gene
    Product:Transcriptional regulator, TetR family | Pathway: | COG: Transcription
  2. CD630_16880 - Type: Gene
    Product:Two-component response regulator | Pathway: | COG: Signal transduction mechanisms

TF Influences from Hypergeometric Test

No TF Influences from the hypergeometric test