Table 1.
Correlating Properties with Centrality and Hierarchy Height
Category | Property | Correlation with | ||||
---|---|---|---|---|---|---|
Degree centrality^ | Betweenness centrality | |||||
Full | TF-TF | Full | TF-TF | TF-TF | ||
Topology | # of TF partners in PPI | 0.28** | 0.27** | 0.25* | 0.33** | 0.08 |
# of miRNA regulators | 0.24* | 0.33** | −0.02 | 0.00 | 0.29** | |
# of ncRNA targets | 0.65** | 0.49** | 0.34** | 0.35** | 0.22* | |
# of miRNA targets | 0.62** | 0.50** | 0.33** | 0.34** | 0.19* | |
# of distal targets | 0.32** | 0.24* | 0.19* | 0.23* | 0.07 | |
Dynamics | Amount of rewiring | −0.14 | −0.12 | 0.44* | 0.35 | −0.42* |
Expression | Expression level | 0.14 | 0.12 | 0.23* | 0.27* | −0.04 |
Binding-exp. corr. | 0.41** | 0.31** | 0.30** | 0.36** | 0.19* | |
Selection properties for factors | ns SNP density | −0.19* | −0.27* | −0.01 | −0.03 | −0.22 |
Allelicity | 0.20 | 0.28* | −0.10 | −0.16 | 0.18 | |
Selection properties for targets | ns SNP density | −0.05** | ||||
dN/dS | −0.05** |
Spearman correlation values of various properties (topological, dynamic, expression-related, and selection-related) with centrality measures and hierarchy height (h). Only properties which are significantly correlated with centrality or h are listed (* for P<0.05 and ** for P<0.01). For a full set of properties, p-values, and explanations, see Tables S4 and S6. Degree centrality (note ^) refers to out-degree, except for selection properties on targets, in which case it refers to in-degree. In particular, out-degree in the full TF-target network refers to the “Targets” column in Table S4a, and the same quantity is used throughout Fig. 2.