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Since the expression levels for each gene is standardized to have mean 0 and standard deviation 1, the standardized expression values fall within [-3, 3].
To determine whether the WRKY expression profiles were correlated with flag leaf development, NMDS ordination based on a Bray-Curtis dissimilarity matrix of the standardized expression levels of the differentially expressed (DE WRKYY genes in switchgrass flag leaves was performed.
Genes that were significantly differentially expressed were binned into classes using conditional statements, considering standardized expression levels and the statistical relationship between contrasts of interest.
ACORNS Effect Size is a standardized expression of the effect of the curriculum mini-unit for a particular teacher.
GAENE Effect Size is a standardized expression of the effect of the mini-unit for a particular teacher.
A standardized expression value (D statistic = coefficient/ (error + median error of all genes), [46]) was then calculated for each gene in the experimental and the permuted data sets.
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SuperMICAR was designed to facilitate the entry of literal text of causes of death in death certificates and convert them into standardized expressions acceptable by MICAR.
This approach considers genes with similar expression patterns to be close in six-dimensional space and is equivalent to using 1-r 0.55 1-r 0.5measure of dissimilarithe where r is the Pearson correlation coefficient between non-standardized expression profiles.
If we look specifically at standardized raw expression levels for the genes in the ER factor in the breast data (figure S3a) as compared to that for the lung data (figure S3b) we see that there is consistent variation in the breast data which is not present in the lung data.
Wang et al. [ 17] standardized gene expression levels based on the means and standard deviations of expression measurements from the arrays of healthy prostate samples.
All proteins identified by Task4 were correlated based on their standardized gene expression score, i.e. the ratios between the individual expression levels divided by the average of all expression levels as a relative indicator of expression (see Methods).
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