Sentence examples for gene preselection from inspiring English sources

Iterations of all stages of the classifier construction (i.e. gene preselection, gene selection, and classifier learning) were performed in each bootstrap, as suggested previously (Simon et al. 2003).

Notably, the choice of candidate genes was based on preselection of immune genes and therefore the involvement of nuclear factor-kappaB (NF-κB) that acts at the crossroads of many signaling pathways retrospectively is not totally surprising.

We also performed a pathway analysis with GSEA (Broad Institute), a method that does not require preselection of genes by a statistical threshold but uses the whole dataset.

Considering the corresponding preselected gene expression ratios 3 of 387 tests showed p < 0.1% with a maximum FDR of 10% while regarding the whole data set used in the two-way ANOVA for feature preselection 175 of 11647 tests resulted in p < 0.1% and a maximum FDR of 6.6%.

To present male gender preselection after successive gestational hyperandrogenism and female pseudohermaphroditism by pregnancy luteomas.

SR developed and adapted the longest common factor based probe preselection algorithm.

Supplementary Table 3 After preselection of 725 genes that are described in Gius [25] and Carén [26] 85 genes were deregulated in our dataset.

Impressingly, the clustering of all genes was done without any preselection giving rise to highly stable clusters.

By the two-way ANOVA utilized in the preselection process, 387 genes (p < 0.01 and false discovery rate FDR < 0.3) were identified as significantly regulated over time.

In contrast, Taxy-Pro does not require the preselection of specific signature genes but instead considers all Pfam domain frequencies as part of an overall protein signature.

First, feature preselection was used to exclude genes not differentially regulated over time from the dataset.