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Variances of expression profiles of genes in the diagonal of C are normalized so that their values reflect their quantile in the whole distribution of variances [9] (i.e. these values range from 0 to 1).
For statistics, and for Welch statistics, ; where and are the variances of expression levels for probe set i in the patient and control groups.
The analysis of expression levels of human islet tissue for T2D showed that the variances of expression levels of the genes were caused by the aberrant DNA methylation and the intensities of chromatin modifications.
The proportionality of the 2 variances was again confirmed, while another noteworthy finding was that in the case of heterozygotes, the robustness was further enhanced (suppresses the variances of expression).
After estimating the effects of overdispersion, we calculated the pairwise expression distances between mammalian genomes (the up diagonal in table 3 for brain and the down diagonal for cerebellum); the sampling variances of expression distance are presented in the form of standard error.
As expected, the GnRH receptor (Gnrhr) also exhibited strong hormonal regulation and a weak genotype effect but with some interaction (the hormone effect is relatively stronger in the KO than the WT mice, compatible with a priming effect), however with large variances of expression.
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Differentially expressed genes were defined as genes with at least 2 fold variance of expression levels in M1, M2 and M IL-23) polarized M IL-23ages compolarizedmacrophagesges.
The number of slides might be determined from the magnitude and variance of expression change, false-positive rate, and desired power.
A robust version of the formula for updating the variance of expression distribution of targets has also been investigated.
We measured the expression variability by calculating the mean and variance of expression changes of each gene in the yeast genome in response to each form of perturbation.
These data indicated that the variance of expression of ribosomal protein genes caused by replication within one tissue (both of biological and technical origin) was much smaller than the variation between tissues.
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