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However, the mode by which genes are interconnected or correlated is not so conserved.
Thus, it predicted that host genes and target genes are interconnected between themselves.
Eleven of these 33 genes are interconnected within the MYC network.
This analysis demonstrated that some cadherin-regulated genes are interconnected, thus providing numerous cross-talks among distinct biological processes.
In addition, a connection was observed among the top three networks, hence suggesting that these genes are interconnected and play an important role in lipid and fatty acid metabolism.
In real organisms, wherein the influences of particular genes are interconnected with those of many other genes in all regions of the genome, the phenomenon of frequency dependence concerns much more, possibly even all, genes.
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Elastic net selected nearly half of the input genes (393 genes) of which 59% (230 genes) were interconnected (Additional File 2).
Following up on Müller et al., Newman and Cooper [9] used their AutoSOME machine learning (clustering) approach to generate the PluriUp gene set as a cluster of 3421 genes "upregulated in pluripotent stem cells", and the PluriPlus network as the subset of 1165 PluriUp genes that are interconnected by verified protein-protein interactions from the Human Protein Reference Database (HPRD, [10]).
If the two methods independently come up with genes that are interconnected, "it would be a much more powerful way of prioritizing" what to study next, says computational biologist Michael Bittner of the Translational Genomics Research Institute in Phoenix, Arizona.
This analysis revealed 95 genes that are interconnected through 99 and 212 protein-protein and genetic interactions, respectively.
The new information presented here will provide fundamental new insights into the precise mechanisms by which insecticide resistance is regulated and how the genes involved are interconnected and regulated in resistance.
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