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In DawnRank, the damping factor is individualized based on gene connectivity (discussed below).
Ingenuity Pathway Analysis software (IPA) maps the genes to pathways generating networks using an algorithm based on gene connectivity with cutoff of 35 molecules per network.
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An unsupervised and unbiased approach was used to nominate potential regulatory candidates for these modules based on gene network connectivity.
Prioritisation of these genes based on gene significance, module membership and gene connectivity in LS at day 0 (Table 2) highlights some genes which have not been previously associated with Salmonella infection.
For example, physical interaction studies in yeast have allowed comparison of connectivity to gene essentiality based on gene deletion.
All 3 genes showed regionalized expression at the early stages of CP formation to the anterior pole of the neocortex, providing further evidence for a protomap in the neocortex based on gene expression patterns prior to the establishment of connectivity.
This approach is successfully used in the Connectivity Map [27], a pattern recognition instance that correlates disease signatures (based on gene expression of any platform) with drugs.
Connectivity mapping is a recently developed technique for discovering the underlying connections between different biological states based on gene-expression similarities.
A ranked ordering of genes was generated based on each gene's connectivity to phenotypes.
Several data-rich regions were identified, including one that harbored an abundance of SL interactions with DNA repair genes, which were subsequently filtered, based on their connectivity within gene networks.
Networks were then algorithmically generated and graphically represented based on connectivity of genes.
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