Research Article

RNA-Seq-Based Breast Cancer Subtypes Classification Using Machine Learning Approaches

Table 5

Top 10 enriched GO terms for Basal-like subtype of BRCA, where the “.adjust” means the values are adjusted by the BH approach.

Basal-likeTop 10 enriched GO terms adjust

Control groupMorphogenesis of an epithelium0
Response to lipopolysaccharide0
Response to molecule of bacterial origin0
Positive regulation of cell adhesion0
Regulation of cell-cell adhesion0
Gliogenesis0
Peptidyl-tyrosine phosphorylation0
Peptidyl-tyrosine modification0
Wnt signaling pathway0

Experiment groupAdaptive immune response based on somatic recombination of immune receptors built from immunoglobulin superfamily domains0
Phospholipase C-activating G protein-coupled receptor signaling pathway2.18E − 09
Protein-DNA complex subunit organization1.33E − 08
Regulation of cellular response to growth factor stimulus4.06E − 08
RNA catabolic process1.33E − 07
Regulation of gene silencing by miRNA1.81E − 07
Skeletal system morphogenesis8.43E − 07
Regulation of gene silencing9.87E − 07
Regulation of interferon-gamma production1.21E − 06

CommonExtracellular structure organization0
Lymphocyte differentiation0
Regulation of inflammatory response2.99E − 12
I-kappaB kinase/NF-kappaB signaling6.03E − 12
T cell activation1.03E − 11
B cell activation7.85E − 11
Positive regulation of response to external stimulus6.35E − 10
Ribonucleoprotein complex biogenesis1.33E − 08
Formation of primary germ layer1.29E − 07