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 41 - 50 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_334 6
  • CD630_06740 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG:
  • CD630_09780 - Type: Gene
    Product:Transcriptional regulator, beta-lactams repressorPhage-type | Pathway: | COG:
  • CD630_18441 - Type: Gene
    Product:Fragment of putative methyltransferase(N-terminal region) | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_17591 - Type: Gene
    Product:Fragment of conserved hypothetical protein,UPF0027 family (C-terminal region) | Pathway: | COG:
  • CD630_01960 - Type: Gene
    Product:Fragment of conserved hypothetical protein,DUF111 family (Part 1) | Pathway: | COG: Function unknown, Function unknown
NA NA 0.63 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_166 20
  • CD630_16830 - Type: Gene
    Product:Putative membrane protein | Pathway: | COG: Function unknown
  • CD630_25590 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG: Replication, recombination and repair
  • CD630_16820 - iunH Type: Gene
    Product:Putative nucleoside hydrolase, IUNH family | Pathway: | COG: Nucleotide transport and metabolism
  • CD630_11760 - Type: Gene
    Product:Conserved hypothetical protein, DUF177 family | Pathway: | COG: Function unknown
  • CD630_25580 - coaD Type: Gene
    Product:Phosphopantetheine adenylyltransferase(Pantetheine-phosphate adenylyltransferase) | Pathway: Cofactor biosynthesis | COG: Coenzyme transport and metabolism
  • CD630_16840 - Type: Gene
    Product:Putative radical SAM superfamily protein | Pathway: | COG: Function unknown
  • CD630_04520 - Type: Gene
    Product:Putative hydrolase, NUDIX family | Pathway: | COG: Nucleotide transport and metabolism
  • CD630_25610 - Type: Gene
    Product:Putative phosphatase | Pathway: | COG: Function unknown
  • CD630_25570 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG: Function unknown
  • CD630_11750 - ackA Type: Gene
    Product:Acetate kinase (Acetokinase) | Pathway: Metabolic intermediate biosynthesis | COG: Energy production and conversion
  • CD630_04530 - Type: Gene
    Product:Putative hydrolase | Pathway: | COG: Nucleotide transport and metabolism
  • CD630_20580 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG: Function unknown
  • CD630_25620 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG: Function unknown
  • CD630_04510 - Type: Gene
    Product:Putative dioxygenase | Pathway: | COG: Function unknown
  • CD630_25600 - recG Type: Gene
    Product:ATP-dependent DNA helicase RecG | Pathway: | COG: Replication, recombination and repair
  • CD630_20590 - glnS Type: Gene
    Product:Glutaminyl-tRNA synthetase | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_11761 - rpmF Type: Gene
    Product:50S ribosomal protein L32 | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_15220 - Type: Gene
    Product:Putative polysaccharide deacetylase | Pathway: | COG: Cell wall/membrane/envelope biogenesis
  • CD630_21890 - pgmB Type: Gene
    Product:Beta-phosphoglucomutase (beta-D-Glucose1,6-phosphomutase) | Pathway: | COG: Carbohydrate transport and metabolism
  • CD630_21880 - mapA Type: Gene
    Product:Maltose phosphorylase/glycosyl hydrolase/vacuolaracid trehalase | Pathway: | COG: Carbohydrate transport and metabolism
NA 2.1 0.46 Inferelator: 2
Hypergeometric: 0

TF Influences from Inferelator

  1. CD630_01710 - rex Type: Gene
    Product:Transcriptional regulator, Redox-sensingrepressor Rex | Pathway: | COG: Transcription
  2. CD630_17820 - 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_262 12
  • CD630_19260 - eutR Type: Gene
    Product:Fragment of transcription regulator, AraC family(C-terminal region) | Pathway: | COG: Transcription
  • CD630_20131 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG:
  • CD630_17410 - Type: Gene
    Product:Selenoprotein B,glycine/betaine/sarcosine/D-proline reductase family(sarcosine reductase) | Pathway: | COG: Function unknown
  • CD630_22210 - Type: Gene
    Product:Fragment of putative extrachromosomal protein(C-terminal region) | Pathway: | COG: Function unknown
  • CD630_23150 - Type: Gene
    Product:Putative membrane protein | Pathway: | COG: Function unknown
  • CD630_05990 - Type: Gene
    Product:Fragment of transcriptional regulator, AraCfamily (C-terminal region) | Pathway: | COG: Transcription
  • CD630_20102 - Type: Gene
    Product:Fragment of putative transcriptional regulator(C-terminal region) | Pathway: | COG: Transcription
  • CD630_01800 - Type: Gene
    Product:Fragment of conserved hypothetical protein(N-terminal region) | Pathway: | COG: Transcription, Signal transduction mechanisms
  • CD630_23620 - Type: Gene
    Product:Fragment of ABC-type transport system, permease(Part 2) | Pathway: | COG: Function unknown, Inorganic ion transport and metabolism
  • CD630_23950 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG: Function unknown
  • CD630_17591 - Type: Gene
    Product:Fragment of conserved hypothetical protein,UPF0027 family (C-terminal region) | Pathway: | COG:
  • CD630_20021 - Type: Gene
    Product:Fragment of conserved hypothetical protein(N-terminal region) | Pathway: | COG: Function unknown
NA NA 0.50 Inferelator: 3
Hypergeometric: 0

TF Influences from Inferelator

  1. CD630_23160 - Type: Gene
    Product:Two-component response regulator | Pathway: | COG: Signal transduction mechanisms
  2. CD630_26400 - nrdR Type: Gene
    Product:Transcriptional regulator, repressor NrdR family | Pathway: | COG: Transcription
  3. CD630_33530 - Type: Gene
    Product:Transcriptional regulator, GntR family | Pathway: | COG: Transcription

TF Influences from Hypergeometric Test

No TF Influences from the hypergeometric test
Module_383 9
  • CD630_32690 - Type: Gene
    Product:Putative oligoendopeptidase F, M3B family | Pathway: | COG: Amino acid transport and metabolism
  • CD630_31560 - Type: Gene
    Product:phage integrase | Pathway: | COG: Replication, recombination and repair
  • CD630_19902 - cspC Type: Gene
    Product:Major cold shock protein CspC | Pathway: | COG: Transcription
  • CD630_13950 - Type: Gene
    Product:Putative membrane protein | Pathway: | COG:
  • CD630_32700 - Type: Gene
    Product:Putative magnesium transport ATPase, MgtC/SapBfamily | Pathway: | COG: Function unknown
  • CD630_18080 - Type: Gene
    Product:Pyridoxal-dependent decarboxylase, group IVdecarboxylase family | Pathway: | COG: Amino acid transport and metabolism
  • CD630_23100 - cspD Type: Gene
    Product:Cold shock protein D | Pathway: | COG: Transcription
  • CD630_18070 - Type: Gene
    Product:Putative NADPH-dependent FMN reductase | Pathway: | COG: Function unknown
  • CD630_12341 - Type: Gene
    Product:Putative phage protein | Pathway: | COG:
NA NA 0.65 Inferelator: 2
Hypergeometric: 0

TF Influences from Inferelator

  1. CD630_05590 - Type: Gene
    Product:Transcriptional regulator, ArsR family | Pathway: | COG: Transcription
  2. CD630_19100 - eutV Type: Gene
    Product:Two-component response regulator, Ethanolaminespecific | Pathway: | COG: Signal transduction mechanisms

TF Influences from Hypergeometric Test

No TF Influences from the hypergeometric test
Module_34 6
  • CD630_15461 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG:
  • CD630_18930 - Type: Gene
    Product:Putative oligonucleotide binding regulator | Pathway: | COG: Function unknown
  • CD630_06020 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG:
  • CD630_33331 - Type: Gene
    Product:Putative conjugative transposon proteinTn916-like, CTn6-Orf10 | Pathway: | COG: Function unknown
  • CD630_33340 - Type: Gene
    Product:Putative transcriptional regulator Tn916-like,CTn6-Orf11 | Pathway: | COG: Function unknown
NA NA 0.46 Inferelator: 3
Hypergeometric: 0

TF Influences from Inferelator

  1. CD630_19640 - Type: Gene
    Product:Putative transcriptional regulator | Pathway: | COG: Transcription
  2. CD630_23080 - Type: Gene
    Product:Transcriptional regulator, HTH-type | Pathway: | COG: Transcription
  3. CD630_26030 - cdtR Type: Gene
    Product:Clostridium difficile binary toxin regulatorygene, LytTR family | Pathway: | COG: Signal transduction mechanisms

TF Influences from Hypergeometric Test

No TF Influences from the hypergeometric test
Module_399 18
  • CD630_26200 - Type: Gene
    Product:Putative RNA-binding cell division protein | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_26190 - Type: Gene
    Product:Putative cell-division initiation protein DivIVA | Pathway: | COG: Cell cycle control, cell division, chromosome partitioning
  • CD630_26210 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG: Function unknown
  • CD630_01940 - groL Type: Gene
    Product:60 kDa chaperonin (Protein Cpn60) (GroELprotein) | Pathway: | COG: Posttranslational modification, protein turnover, chaperones
  • CD630_26230 - Type: Gene
    Product:Putative pyridoxal 5'-phosphate-dependent enzyme | Pathway: | COG: Nucleotide transport and metabolism
  • CD630_19390 - accB Type: Gene
    Product:Acetyl-CoA carboxylase subunit | Pathway: Lipid metabolism | COG: Lipid transport and metabolism
  • CD630_19380 - accC Type: Gene
    Product:Acetyl-CoA carboxylase subunit | Pathway: Lipid metabolism | COG: Lipid transport and metabolism
  • CD630_19370 - accD Type: Gene
    Product:Acetyl-CoA carboxylase subunit beta | Pathway: Lipid metabolism | COG: Lipid transport and metabolism
  • CD630_01930 - groS Type: Gene
    Product:10 kDa chaperonin (Protein Cpn10) (GroESprotein) | Pathway: | COG: Posttranslational modification, protein turnover, chaperones
  • CD630_34740 - atpB Type: Gene
    Product:ATP synthase subunit a | Pathway: | COG: Energy production and conversion
  • CD630_34720 - atpF Type: Gene
    Product:ATP synthase subunit b | Pathway: | COG: Energy production and conversion
  • CD630_34730 - atpE Type: Gene
    Product:ATP synthase subunit c | 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_26220 - sepF Type: Gene
    Product:Cell division protein SepF | Pathway: | COG: Function unknown
  • CD630_26240 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG:
  • CD630_34750 - atpI Type: Gene
    Product:ATP synthase subunit I | Pathway: | COG: Function unknown
  • CD630_19360 - accA Type: Gene
    Product:Acetyl-coenzyme A carboxylase carboxyltransferase subunit alpha | Pathway: Lipid metabolism | COG: Lipid transport and metabolism
NA NA 0.26 Inferelator: 1
Hypergeometric: 0

TF Influences from Inferelator

  1. CD630_17820 - 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_351 3
  • CD630_12650 - Type: Gene
    Product:Transcriptional regulator, CarD family | Pathway: | COG: Transcription
  • CD630_26330 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG: Energy production and conversion
  • CD630_20660 - Type: Gene
    Product:Putative integrase | Pathway: | COG: Replication, recombination and repair
NA NA 0.44 Inferelator: 1
Hypergeometric: 0

TF Influences from Inferelator

  1. CD630_12650 - Type: Gene
    Product:Transcriptional regulator, CarD family | Pathway: | COG: Transcription

TF Influences from Hypergeometric Test

No TF Influences from the hypergeometric test
Module_115 24
  • CD630_00670 - rpoC Type: Gene
    Product:DNA-directed RNA polymerase subunit beta' | Pathway: | COG: Transcription
  • CD630_26720 - appA Type: Gene
    Product:ABC-type transport system, oligopeptide-familysolute-binding protein | Pathway: | COG: Amino acid transport and metabolism
  • CD630_26700 - appF Type: Gene
    Product:ABC-type transport system, ATP-binding protein | Pathway: | COG: Amino acid transport and metabolism
  • CD630_00590 - secE Type: Gene
    Product:Preprotein translocase SecE subunit | Pathway: | COG: Intracellular trafficking, secretion, and vesicular transport
  • CD630_00610 - rplK Type: Gene
    Product:50S ribosomal protein L11 | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_00630 - rplJ Type: Gene
    Product:50S ribosomal protein L10 | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_00570 - sigH Type: Gene
    Product:RNA polymerase factor sigma-70 | Pathway: | COG: Transcription
  • CD630_00530 - mrnC Type: Gene
    Product:Ribonuclease III | Pathway: | COG: Function unknown
  • CD630_00550 - Type: Gene
    Product:Putative tRNA/rRNA methyltransferase, TrmHfamily, group3 | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_23340 - mtlA Type: Gene
    Product:PTS system, mannitol-specific, IICB component | Pathway: | COG: Carbohydrate transport and metabolism
  • CD630_23320 - mtlF Type: Gene
    Product:PTS system, mannitol-specific, EIIA component | Pathway: | COG: Carbohydrate transport and metabolism
  • CD630_26710 - appD Type: Gene
    Product:ABC-type transport system, ATP-binding protein | Pathway: | COG: Amino acid transport and metabolism, Inorganic ion transport and metabolism
  • CD630_00660 - rpoB Type: Gene
    Product:DNA-directed RNA polymerase subunit beta | Pathway: | COG: Transcription
  • CD630_26730 - appB Type: Gene
    Product:ABC-type transport system, oligopeptide-familypermease protein | Pathway: | COG: Inorganic ion transport and metabolism
  • CD630_00620 - rplA Type: Gene
    Product:50S ribosomal protein L1 | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_00640 - rplL Type: Gene
    Product:50S ribosomal protein L7/L12 | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_00600 - nusG Type: Gene
    Product:transcription antitermination protein | Pathway: | COG: Transcription
  • CD630_00581 - rpmG Type: Gene
    Product:50S ribosomal protein L33 | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_00580 - tuf1 Type: Gene
    Product:Elongation factor EFTu/EF1A | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_00560 - Type: Gene
    Product:Putative ribonuclease | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_00540 - thyX Type: Gene
    Product:Thymidylate synthase | Pathway: Pyrimidine metabolism | COG: Nucleotide transport and metabolism
  • CD630_00520 - cysS Type: Gene
    Product:Cysteinyl-tRNA synthetase (Cysteine--tRNA ligase)(CysRS) | Pathway: | COG: Translation, ribosomal structure and biogenesis
  • CD630_23310 - mtlD Type: Gene
    Product:Mannitol-1-phosphate 5-dehydrogenase | Pathway: | COG: Carbohydrate transport and metabolism
  • CD630_26740 - appC Type: Gene
    Product:ABC-type transport system, oligopeptide-familypermease protein | Pathway: | COG: Inorganic ion transport and metabolism
NA NA 0.47 Inferelator: 1
Hypergeometric: 1

TF Influences from Inferelator

  1. CD630_17980 - Type: Gene
    Product:Transcriptional regulator, LysR family | Pathway: | COG: Transcription

TF Influences from Hypergeometric Test

  1. CD630_32450 - prdR Type: Gene
    Product:Transcriptional regulator, sigma-54-dependent | Pathway: | COG: Transcription
Module_199 10
  • CD630_04981 - Type: Gene
    Product:Putative conjugative transposon protein Tn5397,CTn3-Orf20.1 | Pathway: | COG: Function unknown
  • CD630_25020 - Type: Gene
    Product:Putative pyridoxal phosphate-dependenttransferase | Pathway: | COG: Amino acid transport and metabolism
  • CD630_22890 - Type: Gene
    Product:Two-component response regulator | Pathway: | COG: Signal transduction mechanisms
  • CD630_26040 - Type: Gene
    Product:Fragment of ADP-ribosyltransferase CdtAB (Part1) | Pathway: | COG:
  • CD630_14920 - Type: Gene
    Product:Histidine kinase, negative regulator ofsporulation | Pathway: | COG: Signal transduction mechanisms
  • CD630_18940 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG: Function unknown
  • CD630_10120 - Type: Gene
    Product:Putative membrane protein | Pathway: | COG:
  • CD630_22880 - Type: Gene
    Product:Two-component sensor histidine kinase | Pathway: | COG: Signal transduction mechanisms
  • CD630_00511 - Type: Gene
    Product:Conserved hypothetical protein | Pathway: | COG:
  • CD630_06620 - Type: Gene
    Product:Fragment of phage endolysin CwlH | Pathway: | COG:
NA NA 0.62 Inferelator: 2
Hypergeometric: 0

TF Influences from Inferelator

  1. CD630_11770 - fapR Type: Gene
    Product:Transcriptional regulator, DeoR family (Fattyacid and phospholipid biosynthesis regulator) | Pathway: | COG: Transcription
  2. CD630_29800 - Type: Gene
    Product:Putative CRISPR-associated autoregulator DevRfamily protein protein | Pathway: | COG: Replication, recombination and repair

TF Influences from Hypergeometric Test

No TF Influences from the hypergeometric test
Module_35 9
  • CD630_31460 - Type: Gene
    Product:Fragment of putative sortase B (Part 1) | Pathway: | COG: Intracellular trafficking, secretion, and vesicular transport
  • CD630_19904 - Type: Gene
    Product:Fragment of conserved hypothetical protein | Pathway: | COG:
  • CD630_23910 - Type: Gene
    Product:Putative membrane protein | Pathway: | COG:
  • CD630_09401 - Type: Gene
    Product:Putative phage protein | Pathway: | COG:
  • CD630_09780 - Type: Gene
    Product:Transcriptional regulator, beta-lactams repressorPhage-type | Pathway: | COG:
  • CD630_19820 - Type: Gene
    Product:Fragment of putative phenazine biosynthesisprotein (Part 1) | Pathway: | COG: Function unknown, Function unknown
  • CD630_12360 - Type: Gene
    Product:Fragment of putative phage protein (part 1) | Pathway: | COG:
  • CD630_05780 - Type: Gene
    Product:Transporter, Major Facilitator Superfamily (MFS) | Pathway: | COG: Carbohydrate transport and metabolism
  • CD630_22180 - int Type: Gene
    Product:Fragment of putative integrase (C-terminalregion) | Pathway: | COG: Replication, recombination and repair
NA NA 0.43 Inferelator: 1
Hypergeometric: 0

TF Influences from Inferelator

  1. CD630_05790 - Type: Gene
    Product:Transcriptional regulator, TetR family | Pathway: | COG: Transcription

TF Influences from Hypergeometric Test

No TF Influences from the hypergeometric test