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The resultant approximate output expression was used to form an approximate log-likelihood function.
In the process of transcriptional regulation, the (output) expression level of regulated genes acts as a sensor for the (input) concentration of transcription factors.
From the output, expression differences between the samples being compared were requested at 90%, 95%, or 99% confidence levels.
The correction for saturation and probe-specific non-specific background assures linearity between the input (transcript concentration) and output (expression degree) measures.
We also provide a BLAST and batch searching facilities to output expression values for larger lists of genes that may then be used for further down-stream analysis.
This model describes how the upstream regulatory genes control their target genes to produce the output expression of mRNA through transcriptional regulatory network.
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Using this expression, together with our input-output expression (52), allows us toobtain an expression for the output fluctuation of the microwave cavity in terms ofthe input, [ a ˘ ˆ o a ˘ ˆ o † ] = G [ a ˜ ˆ i a ˜ ˆ i † ], (57).
Results: In this article, we consider the problem of learning a multitask regression model while taking advantage of the prior information on structures on both the inputs (genetic variations) and outputs (expression levels).
Pearson correlation was used to test for associations between clock gene and output gene expression.
RNASeqBrowser also accepts BAM files for direct and dynamic output of expression data into wiggle tracks.
Mechanisms governing the precise timing of circadian clock and output gene expression are therefore of great interest.
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