Table 2.
Influence of expression breadth, phyletic age and expression abundance on protein properties using generalized linear modela
| Category | Property | P(phyletic age) | P(expression breadth) | P(expression abundance) |
|---|---|---|---|---|
| Structural | ||||
| Protein length (log) | < 10-15*** | 4.7 × 10-13*** | < 10-15*** | |
| Exon number | < 10-15*** | < 10-15*** | 5.50 × 10-13*** | |
| CpG+/TATA- promoter | 2.30 × 10-14*** | < 10-15*** | 0.0405* | |
| 1st intron length (log) | 0.0061** | 0.0240 * | 4.43 × 10-05*** | |
| Length 5' UTR (log) | 0.00747** | < 10-15*** | 4.31 × 10-05*** | |
| GC of CDS | < 10-15*** | < 10-15*** | 8.34 × 10-11*** | |
| Functional | ||||
| Molecular function (GO) | < 10-15*** | < 10-15*** | 0.0739 | |
| Pathway class (KEGG) | < 10-15*** | 7.17 × 10-6*** | 0.0121* | |
| Evolutionary | ||||
| Ka | < 10-15*** | < 10-15*** | 0.180 | |
| Ks | 7.84 × 10-5*** | 2.41 × 10-7*** | 0.428 | |
| Ka/Ks | < 10-15*** | < 10-15*** | 0.000354*** | |
| MainFactors | ||||
| Age | - | < 10-15*** | 0.348 | |
| EST breadth | < 10-15*** | - | < 10-15*** | |
| Expression abundance | 0.348 | < 10-15*** | - |
Numbers are the corresponding P-values, * P < 0.05;** P < 0.01;*** P < 0.001.
a We used a form like 'property ~ phyletic age + expression breadth + expression abundance' in the generalized linear model analysis. This form will produce three p-values showing the influence of phyletic age, expression breadth and expression abundance on 'property' respectively; p-values less than certain threshold (0.05 for example) suggest significant contribution of some factors to the 'property'; multiple significant p-values suggest the corresponding factors contribute independently to the 'property'.