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Therefore the estimated expression levels of weakly expressed genes have greater variability than highly expressed genes.
Authors validated 8 DE genes that showed a range of differential expression as well as different estimated expression levels in embryonic or adult tissue (Vax1, Igf2bp1 and Wipf1 as low expressed genes, Draxin, Nrp1 and Caly as moderately expressed genes and Ttr and Mobp as highly expressed genes).
Specifically, we estimated expression levels and promoter methylation rate for 13,847 genes.
For USC vs. EAC-G1, 7 of 9 genes showed at least 1.5-fold changes in qRT-PCR estimated expression levels and were concordant with the microarray data, yielding a validation rate of 7/9 (Figure 5c d).
Log-log scatter plot of the estimated expression levels as nRPK.
We estimated expression levels of transcripts represented by genes in our database by summing counts for all unique tags that matched that gene sequence.
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IDBA-Tran also provides an estimated expression level for each transcript by aligning reads to the transcript.
For all probesets we estimated expression level in each cell-line using the Plier Sketch algorithm and estimated detection above background probabilities using DABG [ 53].
These data are presented in a table that contains the name, total length, and estimated expression level for 17,082 different genes of C. elegans.
Briefly, in the first step, a Bayesian hierarchical model is formulated for estimating expression levels from probe level expression data from all the arrays.
Two approaches were used to estimate expression levels.
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