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The constitutive relation is constructed based on the gradient of a transformation potential function (effective stress), and the kinetics of transformation are expressed based on a set of transformation surfaces in stress-temperature space.
Genes were classified as differentially expressed based on a (moderate) twofold regulation and a false discovery rate (FDR) <1%.
A total of 22,605 probesets were evaluated with 52 probesets defined as differentially expressed based on a false discovery rate of 10%.
A total of 22 miRNAs were differentially expressed based on a t-test (Additional file 7), including 1 miRNA*, 3 miRNA-3p and 1 miRNA-5p sequences.
However, contrary to regular commodities, the economic value of environmental good is not easily expressed based on a market price [ 15].
Although Ccl7, Csf2, Il18, and Il1b were significantly differently expressed based on a rank based statistics (P < 0.05) they were not considered as significantly differently expressed after adjustment for multiple hypothesis testing at a FDR <5%.
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Genes were considered biologically differentially expressed based on an up- or down-regulation of expression levels by at least 1.8 fold (log base 2 = 0.848).
Each gene was then defined to be either differentially expressed or not differentially expressed based on an arbitrary statistical cut-off.
Interestingly, only 18 (15.8%) and 14 (13.7%) genes (chromosome 11 and 12, respectively) were found to be expressed based on homology to an EST or cDNA, in contrast to 56 and 58% in the first 3 Mb region of both the chromosomes.
A total of 1,157 ESTs were found to be differentially expressed based on t-test, with a Benjamini and Hochberg false discovery rate for multiple testing correction at P ≤ 0.05.
While the RNA produced might itself be an input to a downstream device, more classically genes may be placed to the left and right of the device and be differentially expressed based on whether the sequence A and then B occurred or the reverse.
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