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Here, we used the predicted A. thaliana and P. trichocarpa 0.65 confidence PPI networks to conduct a preliminary analysis of the relationship between WGD duplicate retention and 2 properties of the predicted network: the fraction of genes to which a given gene is connected (degree centrality) and the fraction of neighbors retained following the same WGD (duplicated neighbors).
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We conducted the first synthesis of theories on causal associations and pathways connecting degree of control in the living environment to socio-economic inequalities in health-related outcomes.
Besides, a mathematic expression for grouping ability is established based on the concept of network connecting degree, which illustrates the possibly minimal grouping benefit.
The last column lists highly connected genes (degree ≥35) of the corresponding module ordered alphabetically.
Therefore, topological parameters such as the clustering coefficient, connected components, degree distribution and average shortest path were analyzed by Network Analyzer in Cytoscape software.
Networks were overall highly connected, with degree distributions left-skewed and most genes having >400 neighbors (Additional file 1: Figure S1).
In 2003 and 2012, the tendency is to have high degree nodes connected to low degree nodes (descending curves).
Looking only at these classical graphs, where eigenvectors and graph theoretic measures are competitors, eigenvector centrality is designed to be distinctively different from mere degree centrality when there are some high degree positions connected to many low degree others or some low degree positions are connected to a few high degree others.
Another important property revealed by the CPD is disassortative mixing, i.e., hubs (highly connected nodes) tend to connect low degree partners [12], [13], which results in the continuous bright ring distributed evenly around the whole circumference.
"Nobody's going to be rude," Ms. Roy said, "because you're all connected by degrees of friends".
The coefficients λ i and ρ i describe the fraction of edges that are connected to degree-i variable and check nodes, respectively.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com