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 401 - 406 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_94 5
  • CD630_14240 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG:
  • CD630_18800 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG:
  • CD630_31580 - Type: Gene
    Product:Transcriptional regulator, TRAP family | Pathway: | COG: Function unknown
  • CD630_06580 - cdu1 Type: Gene
    Product:Transcriptional regulator, beta-lactamsrepressor | Pathway: | COG: Transcription
  • CD630_27880 - Type: Gene
    Product:Putative membrane protein, GtrA family | Pathway: | COG: Function unknown
NA NA 0.51 Inferelator: 3
Hypergeometric: 0

TF Influences from Inferelator

  1. CD630_06290 - Type: Gene
    Product:Transcriptional regulator, Crp family | Pathway: | COG: Transcription
  2. CD630_06580 - cdu1 Type: Gene
    Product:Transcriptional regulator, beta-lactamsrepressor | Pathway: | COG: Transcription
  3. 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_95 30
  • CD630_30090 - Type: Gene
    Product:Putative pyridine nucleotide-disulphideoxidoreductase, class I | Pathway: | COG: Energy production and conversion
  • CD630_32410 - prdB Type: Gene
    Product:Proline reductase (selenocysteine) | Pathway: | COG: Function unknown
  • CD630_01700 - Type: Gene
    Product:ABC-type transport system, ATP-binding protein | Pathway: | COG: Function unknown
  • CD630_24050 - Type: Gene
    Product:Transcriptional regulator, MarR family | Pathway: | COG: Transcription
  • CD630_07790 - Type: Gene
    Product:Putative amidohydrolase, M20D peptidase family | Pathway: | COG: Amino acid transport and metabolism
  • CD630_07910 - Type: Gene
    Product:Conserved hypothetical protein, UPF0029 family | Pathway: | COG: Function unknown
  • CD630_32380 - Type: Gene
    Product:Putative component of proline reductaseprdE-like | Pathway: | COG: Function unknown
  • CD630_30100 - Type: Gene
    Product:Putative cytochrome C assembly protein | Pathway: | COG: Posttranslational modification, protein turnover, chaperones
  • CD630_07770 - Type: Gene
    Product:Putative membrane protein | Pathway: | COG: Function unknown
  • CD630_24080 - Type: Gene
    Product:Putative multidrug efflux pump | Pathway: | COG: Function unknown
  • CD630_12810 - mnmA Type: Gene
    Product:tRNA-specific 2-thiouridylase MnmA | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_07040 - Type: Gene
    Product:Putative metal-dependent phosphohydrolase | Pathway: | COG: Function unknown
  • CD630_24060 - Type: Gene
    Product:Putative lipoprotein | Pathway: | COG: Cell wall/membrane/envelope biogenesis
  • CD630_01710 - rex Type: Gene
    Product:Transcriptional regulator, Redox-sensingrepressor Rex | Pathway: | COG: Transcription
  • CD630_32400 - prdD Type: Gene
    Product:Proline reductase PrdD | Pathway: | COG: Function unknown
  • CD630_07780 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG: Function unknown
  • CD630_14930 - Type: Gene
    Product:Putative 3-methyladenine DNA glycosylase | Pathway: | COG: Replication, recombination and repair
  • CD630_24070 - Type: Gene
    Product:Putative multidrug efflux pump | Pathway: | COG: Defense mechanisms
  • CD630_10620 - acpP Type: Gene
    Product:Acyl carrier protein (ACP) | Pathway: Lipid metabolism | COG: Lipid transport and metabolism
  • CD630_07800 - Type: Gene
    Product:Conserved hypothetical protein, DUF1177 family | Pathway: | COG: Function unknown
  • CD630_01690 - Type: Gene
    Product:Putative drug/sodium antiporter, MATE family | Pathway: | COG: Defense mechanisms
  • CD630_16740 - Type: Gene
    Product:Putative NADPH-dependent FMN reductase | Pathway: | COG: Function unknown
  • CD630_30110 - Type: Gene
    Product:Transcriptional regulator, HxlR family DUF24 | Pathway: | COG: Transcription
  • CD630_07030 - Type: Gene
    Product:Putative peptidase, U32 family | Pathway: | COG: Posttranslational modification, protein turnover, chaperones
  • CD630_32390 - prdE Type: Gene
    Product:Proline reductase PrdE | Pathway: | COG: Function unknown
  • CD630_07050 - Type: Gene
    Product:Putative hydrolase, NUDIX family | Pathway: | COG: Replication, recombination and repair
  • CD630_32360 - Type: Gene
    Product:Putative membrane protein | Pathway: | COG: Function unknown
  • CD630_32370 - prdF Type: Gene
    Product:Proline racemase | Pathway: | COG: Amino acid transport and metabolism
  • CD630_31080 - Type: Gene
    Product:Putative membrane protein | Pathway: | COG: Function unknown
  • CD630_24730 - rpsT Type: Gene
    Product:30S ribosomal protein S20 | Pathway: | COG: Translation, ribosomal structure and biogenesis
0.00000046 0.72 0.51 Inferelator: 3
Hypergeometric: 3

TF Influences from Inferelator

  1. CD630_06700 - Type: Gene
    Product:Transcriptional regulator, beta-lactamsrepressor | Pathway: | COG: Transcription
  2. CD630_18100 - Type: Gene
    Product:Transcriptional regulator, beta-lactamsrepressor | Pathway: | COG: Transcription
  3. CD630_24120 - Type: Gene
    Product:Putative negative regulator of gluconeogenesis | Pathway: | COG: Transcription

TF Influences from Hypergeometric Test

  1. CD630_32450 - prdR Type: Gene
    Product:Transcriptional regulator, sigma-54-dependent | Pathway: | COG: Transcription
  2. CD630_10640 - ccpA Type: Gene
    Product:Transcriptional regulator, LacI family | Pathway: | COG: Transcription
  3. CD630_31760 - glnF Type: Gene
    Product:RNA polymerase sigma-54 factor | Pathway: | COG: Transcription
Module_96 6
  • CD630_12870 - fur Type: Gene
    Product:Transcriptional regulator, Fur family | Pathway: | COG: Inorganic ion transport and metabolism
  • CD630_31470 - Type: Gene
    Product:Putative DNA-methyltransferase | Pathway: | COG: Replication, recombination and repair
  • CD630_36340 - Type: Gene
    Product:Transcriptional regulator, MerR family | Pathway: | COG: Transcription
  • CD630_09740 - Type: Gene
    Product:Putative phage protein | Pathway: | COG:
  • CD630_29640 - Type: Gene
    Product:Putative tRNA-binding protein | Pathway: | COG: Function unknown
  • CD630_05320 - Type: Gene
    Product:Putative transcriptional regulator | Pathway: | COG: Transcription
NA NA 0.57 Inferelator: 2
Hypergeometric: 0

TF Influences from Inferelator

  1. CD630_05320 - Type: Gene
    Product:Putative transcriptional regulator | Pathway: | COG: Transcription
  2. CD630_12870 - fur Type: Gene
    Product:Transcriptional regulator, Fur family | Pathway: | COG: Inorganic ion transport and metabolism

TF Influences from Hypergeometric Test

No TF Influences from the hypergeometric test
Module_97 29
  • CD630_33020 - chrA Type: Gene
    Product:Chromate transport protein ChrA | Pathway: | COG: Inorganic ion transport and metabolism
  • CD630_35960 - Type: Gene
    Product:putative homocysteine S-methyltransferase | Pathway: | COG: Amino acid transport and metabolism
  • CD630_35980 - luxS Type: Gene
    Product:S-ribosylhomocysteine lyase (Autoinducer-2production protein luxS) (AI-2 synthesis protein) | Pathway: | COG: Signal transduction mechanisms
  • CD630_13410 - exoA Type: Gene
    Product:Exodeoxyribonuclease | Pathway: | COG: Replication, recombination and repair
  • CD630_00150 - tadA Type: Gene
    Product:tRNA specific adenosine deaminase | Pathway: | COG: Nucleotide transport and metabolism, Translation, ribosomal structure and biogenesis
  • CD630_05220 - Type: Gene
    Product:Putative c-di-GMP regulatory protein | Pathway: | COG: Signal transduction mechanisms
  • CD630_06940 - Type: Gene
    Product:Transcriptional regulator, TetR family | Pathway: | COG: Transcription
  • CD630_21080 - Type: Gene
    Product:Putative drug/sodium antiporter, MATE family | Pathway: | COG: Defense mechanisms
  • CD630_11850 - Type: Gene
    Product:Putative diguanylate kinase signaling protein | Pathway: | COG: Signal transduction mechanisms
  • CD630_15680 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG: Posttranslational modification, protein turnover, chaperones
  • CD630_32300 - bclA2 Type: Gene
    Product:Exosporium glycoprotein | Pathway: | COG: Function unknown
  • CD630_08280 - Type: Gene
    Product:Putative oxidative stress glutamate synthase | Pathway: | COG: Amino acid transport and metabolism
  • CD630_15340 - ggt Type: Gene
    Product:Gamma-glutamyltranspeptidase | Pathway: | COG: Amino acid transport and metabolism
  • CD630_35970 - Type: Gene
    Product:Putative S-adenosyl-L-methionine dependentmethionine synthase | Pathway: | COG: Function unknown
  • CD630_32320 - CdsB Type: Gene
    Product:Cysteine desulfidase | Pathway: | COG: Function unknown
  • 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_06950 - Type: Gene
    Product:Putative exported metalloendopeptidase | Pathway: | COG: Amino acid transport and metabolism
  • CD630_32310 - hpt Type: Gene
    Product:Hypoxanthine phosphoribosyltransferase | Pathway: Purine metabolism | COG: Nucleotide transport and metabolism
  • CD630_21090 - Type: Gene
    Product:Putative anion:Na+ symporter | Pathway: | COG: Function unknown
  • CD630_05230 - Type: Gene
    Product:Putative transcriptional regulator | Pathway: | COG: Function unknown
  • CD630_08250 - rbr Type: Gene
    Product:Rubrerythrin | Pathway: | COG: Energy production and conversion
  • CD630_28870 - Type: Gene
    Product:Putative diguanylate kinase signaling protein | Pathway: | COG: Signal transduction mechanisms
  • CD630_07070 - Type: Gene
    Product:Putative diguanylate kinase signaling protein | Pathway: | COG: Signal transduction mechanisms
  • CD630_25150 - Type: Gene
    Product:Putative L-aspartate-beta-decarboxylase | Pathway: | COG: Amino acid transport and metabolism
  • CD630_22610 - Type: Gene
    Product:Putative peptidase, M24 family | Pathway: | COG: Amino acid transport and metabolism
1.5e-18 NA 0.51 Inferelator: 4
Hypergeometric: 0

TF Influences from Inferelator

  1. CD630_12390 - Type: Gene
    Product:Transcriptional regulator, beta-lactams repressorPhage-type | Pathway: | COG: Transcription
  2. CD630_16930 - Type: Gene
    Product:Putative dinitrogenase iron-molybdenum cofactor | Pathway: | COG: Function unknown
  3. CD630_19100 - eutV Type: Gene
    Product:Two-component response regulator, Ethanolaminespecific | Pathway: | COG: Signal transduction mechanisms
  4. CD630_34990 - spoVT Type: Gene
    Product:Stage V sporulation protein T | Pathway: | COG: Transcription

TF Influences from Hypergeometric Test

No TF Influences from the hypergeometric test
Module_98 23
  • CD630_27260 - glyA Type: Gene
    Product:Serine hydroxymethyltransferase | Pathway: One-carbon metabolism | COG: Amino acid transport and metabolism
  • CD630_10030 - fumA Type: Gene
    Product:Fumarate hydratase class I, subunit A | Pathway: | COG: Energy production and conversion
  • CD630_22080 - Type: Gene
    Product:Transcriptional regulator, MarR family | Pathway: | COG: Transcription
  • CD630_17500 - Type: Gene
    Product:Putative CoA enzyme activase | Pathway: | COG: Lipid transport and metabolism
  • CD630_10050 - Type: Gene
    Product:Putative NAD-dependent malic enzyme | Pathway: | COG: Energy production and conversion
  • CD630_06670 - cdd4 Type: Gene
    Product:ABC-type transport system,lantibiotic/multidrug-family ATP-binding protein | Pathway: | COG: Defense mechanisms
  • CD630_06650 - cdd2 Type: Gene
    Product:ABC-type transport system,lantibiotic/multidrug-family permease | Pathway: | COG: Function unknown
  • CD630_06690 - Type: Gene
    Product:Two-component sensor histidine kinase | Pathway: | COG: Signal transduction mechanisms
  • CD630_17490 - Type: Gene
    Product:Putative 2-hydroxyacyl-CoA dehydratase | Pathway: | COG: Amino acid transport and metabolism
  • CD630_23080 - Type: Gene
    Product:Transcriptional regulator, HTH-type | Pathway: | COG: Transcription
  • CD630_09770 - Type: Gene
    Product:Putative phage protein | Pathway: | COG: Function unknown
  • CD630_09750 - Type: Gene
    Product:Putative phage protein | Pathway: | COG:
  • CD630_27270 - Type: Gene
    Product:Putative membrane protein | Pathway: | COG: Function unknown
  • CD630_09870 - Type: Gene
    Product:Putative phosphatase/hydrolase | Pathway: | COG: Replication, recombination and repair
  • CD630_10040 - fumB Type: Gene
    Product:Fumarate hydratase class I, subunit B | Pathway: | COG: Energy production and conversion
  • CD630_06660 - cdd3 Type: Gene
    Product:ABC-type transport system,lantibiotic/multidrug-family permease | Pathway: | COG: Function unknown
  • CD630_06680 - Type: Gene
    Product:Two-component response regulator | Pathway: | COG: Signal transduction mechanisms
  • CD630_27280 - Type: Gene
    Product:Putative membrane protein | Pathway: | COG: Function unknown
  • CD630_23070 - Type: Gene
    Product:Putative membrane protein | Pathway: | COG: Function unknown
  • CD630_09880 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG:
  • CD630_09760 - Type: Gene
    Product:Putative phage protein | Pathway: | COG:
  • CD630_13920 - Type: Gene
    Product:Putative endoribonuclease | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_22070 - Type: Gene
    Product:Putative flavodoxin | Pathway: | COG: Function unknown
0.00019 0 0.50 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_99 26
  • CD630_05940 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG: Function unknown
  • CD630_10230 - Type: Gene
    Product:Putative transcriptional regulator, HTH | Pathway: | COG: Transcription
  • CD630_23850 - Type: Gene
    Product:Putative diguanylate cyclase signaling protein | Pathway: | COG: Signal transduction mechanisms
  • CD630_17520 - Type: Gene
    Product:Transcriptional regulator, TetR family | Pathway: | COG: Transcription
  • CD630_23860 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG:
  • CD630_17560 - def1 Type: Gene
    Product:Peptide deformylase 1 (PDF 1) (Polypeptidedeformylase 1) | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_17570 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG: Function unknown
  • CD630_17540 - Type: Gene
    Product:ABC-type transport system, multidrug-familypermease | Pathway: | COG: Inorganic ion transport and metabolism
  • CD630_25190 - Type: Gene
    Product:Integrase | Pathway: | COG: Replication, recombination and repair
  • CD630_10240 - potA Type: Gene
    Product:ABC-type transport system, spermidine/putrescineATP-binding protein | Pathway: | COG: Amino acid transport and metabolism
  • CD630_22280 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG: Inorganic ion transport and metabolism
  • CD630_23770 - Type: Gene
    Product:Putative hydrolase, NUDIX family | Pathway: | COG: Replication, recombination and repair
  • CD630_23840 - Type: Gene
    Product:Putative diguanylate cyclase signaling protein | Pathway: | COG: Signal transduction mechanisms
  • CD630_10260 - potC Type: Gene
    Product:ABC-type transport system, spermidine/putrescinepermease | Pathway: | COG: Inorganic ion transport and metabolism
  • CD630_05950 - Type: Gene
    Product:Putative nuclease, ParB-like | Pathway: | COG: Transcription
  • CD630_17530 - Type: Gene
    Product:ABC-type transport system, multidrug-familyATP-binding protein | Pathway: | COG: Defense mechanisms
  • CD630_28420 - Type: Gene
    Product:Nitrilase (carbon-nitrogen hydrolase) | Pathway: | COG: Function unknown
  • CD630_23830 - Type: Gene
    Product:Transcriptional regulator, sigma-54-dependent | Pathway: | COG: Transcription
  • CD630_23780 - Type: Gene
    Product:Putative membrane protein | Pathway: | COG: Function unknown
  • CD630_17550 - Type: Gene
    Product:ABC-type transport system, multidrug-familypermease | Pathway: | COG: Inorganic ion transport and metabolism
  • CD630_17551 - Type: Gene
    Product:Transcriptional regulator, HTH-type | Pathway: | COG: Transcription
  • CD630_22270 - Type: Gene
    Product:Putative radical SAM superfamily lipoprotein | Pathway: | COG: Energy production and conversion
  • CD630_25180 - cwp29 Type: Gene
    Product:Cell surface protein | Pathway: | COG: Function unknown
  • CD630_10250 - potB Type: Gene
    Product:ABC-type transport system, spermidine/putrescinepermease | Pathway: | COG: Inorganic ion transport and metabolism
  • CD630_10270 - potD Type: Gene
    Product:ABC-type transport system, spermidine/putrescinesolute-binding protein | Pathway: | COG: Amino acid transport and metabolism
  • CD630_17580 - Type: Gene
    Product:Putative radical SAM superfamily protein | Pathway: | COG: Replication, recombination and repair
0.01 0.56 0.64 Inferelator: 1
Hypergeometric: 0

TF Influences from Inferelator

  1. CD630_23830 - Type: Gene
    Product:Transcriptional regulator, sigma-54-dependent | Pathway: | COG: Transcription

TF Influences from Hypergeometric Test

No TF Influences from the hypergeometric test