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Table 9 Biological role of a subset of BicPAMS’ modules with varying properties

From: BicPAMS: software for biological data analysis with pattern-based biclustering

 

ID

Homogeneity

♯Nodes |I|×|J|

Putative biological functions: enriched terms (p<1E-10)

STRING (yeast)

Y1

dense (high noise-tolerance)

231 ×14

Metabolic processes with incidence on peptide, protein and amide metabolism and biosynthesis.

 

Y2

dense (medium noise-tolerance)

217 ×9

Metabolism of nitrogen compounds and other organic substances.

 

Y3

constant (few high a ij )

103 ×8

Amino acid activation and tRNA metabolism for aminoacylation.

 

Y4

constant (few high or low a ij )

55 ×7

Signal transduction and its related subterms.

 

Y5

constant (few high or low a ij )

43 ×6

Phosphorylation terms (with more incidence on protein phosphorylation).

 

Y6

order-preserving

176 ×12

Transport of organic acids (incidence on aminoacid transmembrane transport).

 

Y7

order-preserving

235 ×9

Oxidation-reduction process and metabolism of aminoacids.

 

Y8

order-pres. (few high a ij )

146 ×8

Transport of molecules (highest enrichment found for drug transmembrane).

STRING (human)

H1

dense (high noise-tolerance)

811 ×28

Multiple metabolic processes with incidence on transcription activity.

 

H2

constant (few high a ij )

693 ×14

Regulation of intracellular signal transduction (over twenty highly enriched terms).

 

H3

constant (few high a ij )

645 ×10

Regulation of molecular functions with incidence on catalytic activity.

 

H4

order-preserving

720 ×24

Establishment of protein localization (protein targeting to ER and membrane).

 

H5

order-preserving

733 ×29

Protein phosphorylation and its subterms.

DryGIN

D1

dense (high noise-tolerance)

28 ×17

Organelle localization (establishment of spindle and nuclear localization).

 

D2

constant (with pos&neg a ij )

22 ×10

Chromatin remodeling and nucleosome organization.

 

D3

constant (with pos&neg a ij )

21 ×7

Transport processes for the establishment of protein localization.

 

D4

constant (with pos&neg a ij )

19 ×9

Regulation of growth (with incidence on filamentous growth).

 

D5

order-preserving

39 ×7

Organelle and nucleous organization.

 

D6

order-preserving

54 ×6

Negative and positive regulation of cellular metabolic processes.