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Combining support vector regression with prior knowledge of expression profiles from purified leukocyte subsets, CIBERSORT can accurately estimate the immune composition of a tumor biopsy.
SAGE (serial analysis of gene expression) offers a sequence-based, non-biased approach to comprehensive transcriptome analysis, with no prior knowledge of expression required [18].
Thus, our study further expanded the knowledge of expression of the hrp and effector genes in XVM2 medium.
In general, accurate up-front knowledge of expression levels is most easily achieved by measuring mRNA levels.
Lack of such efforts prevents us from tracking our knowledge of expression profiles of genes in different cancer types as technology improves and more data and information accumulate.
It adds significantly to our knowledge of expression of some of the 20 gene sets annotated as being determinants of the biosynthesis of secondary metabolites, including antibiotics.
Knowledge of expression of EGFR in rectal cancer could contribute to the identification of patients with an increased risk of recurrences, and to the prediction of prognosis.
Knowledge of expression of EGFR in rectal cancer can contribute to the identification of patients with an increased risk of recurrences.
Enhancing the production of flavonoids in crop plants can therefore give an important boost to their nutritional value, which makes knowledge of expression and regulation of the flavonoid pathway important.
It is to be hoped that knowledge of expression of AGR2 may, in the future, help to inform treatment decisions for patients with ER α-positive breast cancers in the adjuvant or extended adjuvant settings.
Knowledge of expression level changes, however, will be critical to develop models for predicting the metabolic consequences of both the currently characterized functional polymorphisms and those that are yet to be discovered.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com