Topological parameter Human Sea urchin C. elegans
Connected components 1 1 1
Number of nodes 151 130 102
Number of edges 205 184 139
Clustering coefficient 0.028 0.037 0.031
Network diameter 20 23 23
Shortest paths 8086 (35%) 7176 (42%) 3524 (34%)
Characteristic path length 6.546 7.967 7.812
Averaged number of neighbours 2.662 2.738 2.569
In-degree distribution      
γ -1.499 -1.531 -1.826
r 0.988 0.989 0.996
R2 0.884 0.700 0.914
Out-degree distribution      
γ -1.934 -2.228 -2.345
r 0.996 0.967 0.931
R2 0.818 0.919 0.843
Avg. Clustering Coefficient Distribution      
γ -0.454 -0.690 0.416
r 0.183 0.347 0.305
R2 0.217 0.420 0.135
The value of connected components measures the number of networks obtained; the number of nodes represent the total number of molecules involved; the number of edges represents the total number of interaction found; the clustering coefficient is calculated as CI = 2nI / k(k −1), where nI is the number of links connecting the kI neighbors of node I to each other; the network diameter is the largest distance between two nodes; shortest paths is the measure of the number (and percentage) of shortest path within the network; the Averaged n° neighbours represent the mean number of connection of each node; the Char. path length gives the expected distance between two connected nodes; γ represent the exponent of power law y = ax, r is the correlation coefficient, R2 the coefficient of determination of power law.
Table 4: Main topological parameters of human, sea urchin and C. elegans spermatozoa activation.