Table 1.
Variable | As Isa | Random | Correlation with Expression Level in the Networkb | |
Expression | Expression level | 2.22 × 10−16** | 0.62 | — |
CAI | 2.38 × 10−06** | 0.37 | 0.54** | |
Optimal codons | 1.18 × 10−05** | 0.76 | 0.53** | |
Secondary structure | Alpha helix | 0.0067** | 0.08 | 0.02 |
Coiled coils | 0.0256** | 0.4 | 0.21** | |
Beta sheets | 0.0833 | 0.53 | 0.21** | |
Physiochemical properties | Protein length | 4.13 × 10−09** | 0.94 | −0.17** |
Hydrophobic amino acids | 0.2177 | 0.23 | 0.18** | |
Negative amino acids | 0.0008** | 0.56 | 0.08** | |
Positive amino acids | 0.5682 | 0.72 | −0.06** | |
Polar amino acids | 0.0081** | 0.83 | −0.31** | |
Aromaticity index | 0.0017** | 0.43 | −0.04** | |
Gravy | 0.171 | 0.58 | 0.14** | |
Amino acid frequencies | Alanine | 6.60 × 10−07** | 0.89 | 0.36** |
Arginine | 0.3581 | 0.8 | −0.09** | |
Asparagine | 0.0384* | 0.58 | −0.27** | |
Aspartate | 4.71 × 10−05** | 0.08 | 0.03 | |
Cysteine | 0.5354 | 0.23 | −0.09** | |
Glutamine | 0.0064** | 0.87 | −0.08** | |
Glutamate | 0.2669 | 0.97 | 0.09** | |
Glycine | 0.0172** | 0.24 | 0.25** | |
Histidine | 0.4528 | 0.07 | −0.10** | |
Isoleucine | 0.0027** | 0.11 | −0.06** | |
Leucine | 0.0031** | 0.47 | −0.08** | |
Lysine | 0.4807 | 0.75 | 0.03** | |
Methionine | 0.3369 | 0.61 | −0.08** | |
Phenyl-alanine | 0.0012** | 0.48 | −0.04** | |
Proline | 0.0074** | 0.43 | −0.07** | |
Serine | 0.0417* | 0.07 | −0.29** | |
Threonine | 0.4651 | 0.72 | −0.05** | |
Tryptophan | 0.0612 | 0.48 | 0.03 | |
Tyrosine | 0.0586 | 0.31 | 0.02 | |
Valine | 0.0185** | 0.27 | 0.27** | |
Evolutionary rate | Substitution rate | 2.15 × 10−06** | 0.36 | −0.42** |
% Identical amino acids | 1.35 × 10−07** | 0.81 | 0.47** | |
Substitutions per site | 2.58 × 10−07** | 0.75 | −0.46** |
Using Kruskal–Wallis test for equality of median ranks with the null hypothesis, H0: μmodule1 = μmodule2 = … = μmodule10.
Using Spearman rank correlation coefficient.
P value < 0.05.
P value < 0.05 using false discovery rate test for multiple comparisons.