Table 2. .
Ontology |
EGF Genes ↑ |
EGF Z-Score |
BPE Genes ↑ |
BPE Z-Score |
EGF + BPE Genes ↑ |
EGF + BPE Z-Score |
Cell cycle | ||||||
Cell cycle | 147 | 5.9 | 231 | 12.9 | 167 | 8.8 |
Cell cycle arrest | 54 | 5.5 | 75 | 8.4 | 60 | 7.1 |
Cell cycle checkpoint | 41 | 5.9 | 65 | 10.6 | 51 | 8.8 |
Cell cycle phase | 95 | 5.1 | 169 | 13.4 | 123 | 9.6 |
Cell cycle process | 112 | 5.3 | 190 | 13.0 | 138 | 9.2 |
Cell division | 52 | 3.9 | 92 | 9.9 | 70 | 7.7 |
Cell growth | 38 | 2.2 | 33 | 2.3 | ||
Cell proliferation | 143 | 5.1 | 155 | 4.5 | 131 | 4.3 |
Chromosome | 98 | 7.8 | 70 | 4.9 | ||
Chromosome, centromeric region | 42 | 8.6 | 29 | 5.7 | ||
Condensed chromosome | 19 | 2.4 | 46 | 9.8 | 30 | 6.0 |
Condensed chromosome kinetochore | 11 | 2.2 | 27 | 8.3 | 18 | 5.4 |
Condensed chromosome, centromeric region | 12 | 2.4 | 29 | 8.6 | 20 | 5.9 |
DNA replication | 34 | 3.4 | 57 | 7.7 | 44 | 6.1 |
G1/S transition checkpoint | 12 | 2.3 | 14 | 2.6 | 12 | 2.5 |
G1/S transition of mitotic cell cycle | 31 | 4.8 | 43 | 7.1 | 35 | 6.2 |
G2/M transition of mitotic cell cycle | 11 | 0.5 | 25 | 4.4 | 20 | 3.7 |
Interphase | 51 | 4.7 | 80 | 9.1 | 63 | 7.5 |
Interphase of mitotic cell cycle | 50 | 4.7 | 77 | 8.8 | 61 | 7.3 |
Kinetochore | 29 | 7.9 | 20 | 5.3 | ||
M phase | 56 | 3.3 | 112 | 11.4 | 79 | 7.8 |
M phase of mitotic cell cycle | 43 | 3.3 | 93 | 11.8 | 65 | 8.1 |
M/G1 transition of mitotic cell cycle | 14 | 3.1 | 26 | 7.2 | 19 | 5.4 |
Mitosis | 42 | 3.3 | 90 | 11.6 | 64 | 8.2 |
Mitotic cell cycle | 92 | 5.7 | 163 | 14.0 | 120 | 10.3 |
Mitotic cell cycle checkpoint | 23 | 4.1 | 34 | 6.8 | 28 | 6.0 |
Mitotic cell cycle G1/S transition checkpoint | 12 | 2.3 | 14 | 2.6 | 12 | 2.5 |
Mitotic cell cycle G1/S transition DNA damage checkpoint | 11 | 2.4 | 13 | 2.7 | 10 | 2.1 |
Mitotic metaphase/anaphase transition | 11 | 3.5 | 16 | 5.4 | 13 | 4.7 |
Mitotic prometaphase | 32 | 9.0 | 23 | 6.7 | ||
mRNA binding | 19 | 5.4 | 19 | 4.8 | 14 | 3.6 |
Positive regulation of cell cycle | 16 | 3.6 | 12 | 2.7 | ||
Positive regulation of cell cycle process | 12 | 1.2 | 20 | 3.4 | 15 | 2.5 |
Positive regulation of cell proliferation | 59 | 3.4 | 63 | 2.9 | ||
Regulation of cell cycle | 87 | 6.1 | 121 | 9.6 | 93 | 7.5 |
Regulation of cell cycle arrest | 42 | 5.8 | 65 | 10.2 | 51 | 8.4 |
Regulation of cell cycle process | 51 | 4.9 | 86 | 10.5 | 63 | 7.7 |
Regulation of cell proliferation | 105 | 4.1 | 108 | 2.9 | 93 | 3.0 |
Regulation of mitosis | 15 | 3.5 | 21 | 5.2 | 18 | 4.9 |
Regulation of mitotic cell cycle | 34 | 3.1 | 54 | 6.6 | 40 | 4.8 |
Regulation of ubiquitin-protein ligase activity involved in mitotic cell cycle | 14 | 3.2 | 20 | 5.0 | 14 | 3.4 |
RNA binding | 147 | 11.6 | 149 | 10.2 | 143 | 11.8 |
S phase | 38 | 7.6 | 28 | 5.7 | ||
S phase of mitotic cell cycle | 23 | 4.2 | 35 | 7.1 | 26 | 5.4 |
Translation | ||||||
Ribonucleoprotein complex | 116 | 13.4 | 126 | 12.9 | 120 | 13.6 |
Ribosome | 69 | 15.2 | 52 | 9.3 | 56 | 11.9 |
Regulation of translation | 25 | 3.7 | 26 | 4.2 | ||
Structural constituent of ribosome | 67 | 16.4 | 47 | 9.3 | 55 | 13.3 |
Translation | 114 | 14.7 | 86 | 8.1 | 103 | 13.2 |
Translation factor activity, nucleic acid binding | 22 | 6.3 | 16 | 3.3 | 19 | 5.3 |
Translation initiation factor activity | 15 | 5.8 | 9 | 2.2 | 13 | 5.0 |
Translational elongation | 54 | 16.4 | 36 | 8.9 | 47 | 14.3 |
Translational initiation | 19 | 6.0 | 12 | 2.4 | 16 | 4.9 |
Translational termination | 50 | 16.2 | 33 | 8.7 | 42 | 13.5 |
Specific ontologies were selected after analyses of nontransformed data. A Z-score is a statistical rating of the relative expression of gene ontologies, and indicates how much a given ontology is over (positive)– or under (negative)–represented in a designated gene list. In other words, a Z-score is a normalized difference using the expected value and standard deviation of the number of genes.16 Positive Z-scores represent gene ontology terms with a higher number of genes meeting the criterion than is expected by chance, whereas negative Z-scores indicate gene ontology terms with a lower number of genes meeting the criterion than expected by chance. A Z-score near zero indicates that the number of genes meeting the criterion approximates the anticipated number.16 In this table, Z-scores with values > 2.0 are reported for selected ontologies with ≥14 genes. Genes ↑, number of genes upregulated in human meibomian gland epithelial cells after treatment with EGF, BPE, or EGF + BPE; Z-score, specific score for the upregulated genes in the growth factor-exposed cells.