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TRED contains transcriptional regulation information from experimental evidence and computational prediction.
b) Inferring regulatory interactions from literature: GRNs of differentially expressed gene sets were reconstructed using experimentally validated regulation information from literature.
We obtained mouse TF-miRNA regulation information from TransmiR and ChIPBase and those regulations related to differentially expressed miRNAs in the livers of Mir122a -/- and wild type mice were selected.
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The proposed gene expression relation mining system, AutoPat, applied the weighted patterns to extract regulation relation information from literature.
Second, the transcriptional regulation information was obtained from Transfac [ 35].
Here, the upstream or downstream gene regulation information was derived from the 32 KEGG GPs (see Supplementary table S2).
During the course of this study, other reports were published presenting analogous approaches [16], [17], which also concluded that miRNA regulation information can be extracted from gene expression data.
The use of isotopes provides unique insights into the dynamics of cellular metabolism and its regulation, information that is not accessible from static measurements of mRNA or protein expression or metabolite concentration.
Given a particular query transcription factor, the system can extract the sentences that contain the regulation information of the query transcription factor from PubMed literature.
Poor infrastructure, poor regulation, information gaps and financial challenges.
Regulation: Using information from the World Health Organization for Europe's alcohol control data base, we assigned each country a score of 1 (the least restrictive) to 9 (the most restrictive) based on laws affecting alcohol consumption, including age restrictions on sales and opening hours at bars.
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