Table 5 The three most significant GO terms and the corresponding p-values for each of the 6 clusters of Yeast Sporulation data as found by MOGA-SVM clustering technique
From: Combining Pareto-optimal clusters using supervised learning for identifying co-expressed genes
Clusters | Significant GO term | p-value |
|---|---|---|
Cluster 1 | ribosome biogenesis and assembly – GO:0042254 | 1.4E-37 |
|  | intracellular non-membrane-bound organelle – GO:0043232 | 1.38E-23 |
|  | organelle lumen – GO:0043233 | 9.46E-21 |
Cluster 2 | nucleotide metabolic process – GO:0009117 | 1.32E-8 |
|  | glucose catabolic process – GO:0006007 | 2.86E-4 |
|  | external encapsulating structure – GO:0030312 | 3.39E-4 |
Cluster 3 | organic acid metabolic process – GO:0006082 | 1.86E-14 |
|  | amino acid and derivative metabolic process – GO:0006519 | 4.35E-4 |
|  | external encapsulating structure – GO:0030312 | 6.70E-4 |
Cluster 4 | spore wall assembly (sensu Fungi) – GO:0030476 | 8.97E-18 |
|  | sporulation – GO:0030435 | 2.02E-18 |
|  | cell division – GO:0051301 | 7.92E-16 |
Cluster 5 | M phase of meiotic cell cycle – GO:0051327 | 1.71E-23 |
|  | M phase – GO:0000279 | 1.28E-20 |
|  | meiosis I – GO:0007127 | 5.10E-22 |
Cluster 6 | cytosolic part – GO:0044445 | 1.4E-30 |
|  | cytosol – GO:0005829 | 1.4E-30 |
|  | ribosomal large subunit assembly and maintenance – GO:0000027 | 7.42E-8 |