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GSEA analysis using their expression signatures confirmed this hypothesis.
For each dataset, we calculate Pearson Correlation Coefficient (PCC) for each pair of genes using their expression profiles in the datasets.
The emergence of circulating miRNAs as noninvasive diagnostic and prognostic markers offers a novel choice for using their expression profile in clinical practice.
In contrast to the parametric approach, nonparametric approaches rank samples of each gene using their expression level and punish the disorders that damage a perfect sample split.
Hereby we assigned biological annotations in MeSH terminology to each entry of GEO microarray data via related literature, and we can estimate the biological relationship between a query and its retrieved data using their expression patterns.
Then, for each gene expression dataset we calculate Pearson Correlation Coefficient (PCC) for each pair of genes using their expression profile and select the top 1% and bottom 1% gene pairs as positively or negatively coexpressed genes, respectively.
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We watch their reactions and hear only the soundtrack of the film, using their expressions to help us imagine the story.
Similarly, a third of the CEL files found to be duplicated were not identified using their SHA512 checksums, but using their expression-based unique identifiers (all the other CEL files were identified by both these measurements).
Get into their mindset by assuming their posture, using their expressions and striding in the same strong manner.
In a subsequent report in Nature Medicine, the same scientists wrote about a way to use their expression array to work out which drugs would work best for individual patients with lung, breast or ovarian cancer, depending on their patterns of gene activity.
Thus, we can use their expression profiles to speculate about the possible roles these genes are playing in the intestinal immune response.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com