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Table 3 Ten highest TIF genes in the small cell lung cancer dataset

From: Identification of functional modules that correlate with phenotypic difference: the influence of network topology

Gene

TIF

t-score (P-value)

KEGG annotation

GO annotation (evidence codea)

SPCS1

1.33

3.87 (0.0001)

Lysine degradation

Biotin metabolism

Function:

Molecular_function (ND)

Process:

Proteolysis (TAS)

BTD

1.33

5.60 (2e-8)

Biotin metabolism

Function:

Biotin carboxylase activity (TAS)

Process:

Central nervous system development (TAS)

Epidermis development (TAS)

SKP2

1.33

10.60 (3e-26)

Cell cycle

Ubiquitin mediated proteolysis

Pathways in cancer

Small cell lung cancer

Function:

Protein binding (IPI)

Process:

G1/S transition of mitotic cell cycle (TAS)

Cell proliferation (TAS)

CKS1B

1.33

5.31 (1e-7)

Pathways in cancer

Small cell lung cancer

Process:

Cell adhesion (NAS)

NFKB1

1.29

5.69 (1e-8)

MAPK signaling pathway

Apoptosis

Toll-like receptor signaling pathway

T cell receptor signaling pathway

B cell receptor signaling pathway

Adipocytokine signaling pathway

Epithelial cell signaling in Helicobacter pylori infection

Pathways in cancer

Pancreatic cancer

Prostate cancer

Chronic myeloid leukemia

Acute myeloid leukemia

Small cell lung cancer

Function:

Promoter binding (IDA)

Protein binding (IPI)

Transcription factor activity (TAS)

Process:

Anti-apoptosis (TAS)

Apoptosis (IEA)

Inflammatory response (TAS)

Negative regulation of cellular protein metabolic process (IC)

Negative regulation of cholesterol transport (IC)

Negative regulation of IL-12 biosynthetic process (IEA)

Negative regulation of specific transcription from RNA polymerase II promoter (IC)

Negative regulation of transcription, DNA-dependent (IEA)

Positive regulation of foam cell differentiation (IC)

Positive regulation of lipid metabolic process (IC)

Positive regulation of transcription (NAS)

IL1R1

1.29

11.07 (2e-28)

MAPK signaling pathway

Cytokine-cytokine receptor interaction

Apoptosis

Hematopoietic cell lineage

Function:

Interleukin-1, Type I, activating receptor activity (TAS)

Platelet-derived growth factor receptor binding (IPI)

Protein binding (IPI)

Transmembrane receptor activity (TAS)

Process:

Cell surface receptor linked signal transduction (TAS)

FCGR2B

1.29

7.36 (2e-13)

B cell receptor signaling pathway

Systemic lupus erythematosus

Function:

Protein binding (IPI)

Process:

Immune response (TAS)

Signal transduction (TAS)

INPP5D

1.29

12.69 (7e-37)

Phosphatidylinositol signaling system

B cell receptor signaling pathway

Fc epsilon RI signaling pathway

Insulin signaling pathway

Function:

Inositol-polyphosphate 5-phosphatase activity (TAS)

Protein binding (IPI)

Process:

Phosphate metabolic process (TAS)

Signal transduction (TAS)

ST3GAL4

1.29

5.07 (4e-7)

Glycosphingolipid biosynthesis - lacto and neolacto series

Function:

Beta-galactoside alpha-2,3-sialyltransferase activity (TAS)

BAAT

1.29

0.52 (0.60)

Bile acid biosynthesis

Taurine and hypotaurine metabolism

Biosynthesis of unsaturated fatty acids

Process:

Bile acid metabolic process (TAS)

Digestion (TAS)

Glycine metabolic process (TAS)

  1. aEvidence codes defined by GO: ND (No biological Data available), EXP (Inferred from Experiment), IC (Inferred by Curator), IDA (Inferred from Direct Assay), IEA (Inferred from Electronic Annotation), IEP (Inferred from Expression Pattern), IPI (Inferred from Physical Interaction), NAS (Non-traceable Author Statement), and TAS (Traceable Author Statement).