Table 1.
The comparison of network topological properties between two miRNAs interaction networks.
| Network topological properties | Using the original miRNA expression dataset | Using the reconstructed miRNA expression dataset arising from PCA |
|---|---|---|
| Network edge | 1,413 | 1,466 |
| Avg. degree | 14.06 | 14.81 |
| Avg. betweenness | 129.39 | 135.90 |
| Avg. clustering coefficient | 0.072 | 0.177 |
| Avg. closeness | 0.437 | 0.424 |
| Network density | 0.070 | 0.074 |
| Network heterogeneity | 0.268 | 0.439 |
| Network centralization | 0.060 | 0.083 |
| Characteristic path length | 2.294 | 2.380 |
| Network diameter | 4 | 5 |
| Network radius | 3 | 3 |
Avg: average.