Table 2 Biological significance test outcome (under ‘Biological process’ ontology) for random two gene clusters obtained by CMVMC for both data sets
From: A consensus multi-view multi-objective gene selection approach for improved sample classification
Multiple tissues | Yeast | ||||||
|---|---|---|---|---|---|---|---|
Cluster | Significant GO-term | Cluster % | Genome % | Cluster | Significant GO-term | Cluster % | Genome % |
Cluster 1 | GO:0050896 | 55.38% | 40.14% | Cluster 1 | GO:0071704 | 61.2% | 53.7% |
134 genes | response to stimulus | 217 genes | organic substance metabolic process | ||||
GO:0071840 | 40.7% | 27.86% | GO:0044237 | 63.8% | 54.8% | ||
cellular component organization or biogenesis | cellular metabolic process | ||||||
GO:0048518 | 42.9% | 29.3% | GO:0044249 | 31.4% | 24.5% | ||
positive regulation of biological process | cellular biosynthetic process | ||||||
GO:0032501 | 41.65% | 33.07% | GO:0016043 | 43.4% | 33.4 | ||
multicellular organismal process | cellular component organization | ||||||
GO:1901564 | 36.3% | 25.3% | GO:0044260 | 42.8% | 33.5% | ||
organonitrogen compound metabolic process | cellular macromolecule metabolic process | ||||||
Cluster 2 | GO:0065008 | 37.39% | 19.24% | Cluster 2 | GO:0006807 | 53.9% | 47.18% |
124 genes | regulation of biological quality | 197 genes | nitrogen compound metabolic process | ||||
GO:0051049 | 19.76% | 8.8% | GO:0071840 | 40.09% | 37.4% | ||
regulation of transport | cellular component organization or biogenesis | ||||||
GO:0032879 | 26.85% | 13.12% | GO:0016043 | 40% | 33.4% | ||
regulation of localization | cellular component organization | ||||||
GO:0009966 | 25.04% | 14.89% | GO:0065007 | 41.7% | 34% | ||
regulation of signal transduction | biological regulation | ||||||
GO:0051128 | 24.05% | 11.69% | GO:0043170 | 50.8% | 40.4% | ||
regulation of cellular component organization | macromolecule metabolic process | ||||||