Table 4. Enrichment by protein function of ANOVA-identified genes.
Protein class | Actual | R | Expected | Ratio | p-value | z-score | In data set | In protein function | Protein function in database |
Transcription factors | 45 | 959 | 17.13 | 2.63 | 4.02E-09 | 6.934 | 10.56% | 4.69% | 4.02% |
Phosphatases | 7 | 230 | 4.109 | 1.70 | 1.20E-01 | 1.446 | 1.64% | 3.04% | 0.96% |
Ligands | 13 | 514 | 9.183 | 1.42 | 1.34E-01 | 1.285 | 3.05% | 2.53% | 2.16% |
Kinases | 16 | 654 | 11.68 | 1.37 | 1.29E-01 | 1.292 | 3.76% | 2.45% | 2.74% |
Enzymes | 54 | 2724 | 48.67 | 1.11 | 2.26E-01 | 0.8195 | 12.68% | 1.98% | 11.42% |
Proteases | 11 | 559 | 9.987 | 1.10 | 4.15E-01 | 0.3272 | 2.58% | 1.97% | 2.34% |
Receptors | 30 | 1565 | 27.96 | 1.07 | 3.71E-01 | 0.4026 | 7.04% | 1.92% | 6.56% |
Other | 253 | 16691 | 298.2 | 0.84 | 1.68E-06 | -4.822 | 59.39% | 1.52% | 70.00% |
Over representation analysis of the 403 ANOVA interaction-identified genes was performed based on broadly defined protein functions. The Metacore database for the human genome annotates 23,844 network objects for the background list. Column abbreviations: Actual, number of ANOVA identified objects for a given class; R, number of background objects for a given class; Expected, mean value for hypergeometric distribution (403*R/23,844); Ratio, the ratio of actual/expected; p-value, probability to have the given actual value or higher (or lower for negative z-score); In data set, percent of objects of a given function in the ANOVA dataset; In protein function, percent of ANOVA objects of a given function relative to the number of background objects with the same function; Protein function in database, percentage of ANOVA objects of a given function in the background list.