The modeling approach provides insight into network behavioral dynamics particularly for small-sized networks.
"Our goal is how can we get networks to perform better and give app developers better insight about network behavior".
In order to infer co-expression modules and gain an insight into network structure of gene interactions, we performed a weighted gene co-expression network analysis (WGCNA) on the count data (Langfelder and Horvath, 2008).
This information can provide insight into network topology optimization by identifying connections that do not significantly influence the outputs.
Identifying gene-pairs with symmetrical behaviour, however, does give insight into network structure.
Understanding how the alteration of connection density of the above brain regions may yield insight into network connectivity.
It is a useful tool to gain an insight into network flexibility.
We have demonstrated that ENTS has great potential for yielding insight into network evolution in non-model species across the plant, animal, and fungal kingdoms.
Since the conserved metabolite correlations across the different genotypes are presumed to characterize fundamental networks regardless of mutations, the investigation of gene expression in the metabolism of these metabolite pairs may lead to deeper insight into network regulation.
But is this a new insight, that networks are not to be trusted?" Michaels goes on, "The reality is that the network isn't that powerful anymore — talent is".
In order to verify the results of the topGO analysis and to get insight into networks of genes potentially involved in the induction and maintenance of the long-lasting effects, a network based analysis was used.
