Sentence examples for microarray datasets enable from inspiring English sources

Additionally, the expression correlation values of h2h pairs calculated across more than 100 microarray datasets enable a second-order correlation analysis of h2h pairs (15), through which we may get closer to deciphering the transcription regulation mechanism of h2h organization.

The advent of gene expression profiling, together with the more recent introduction of functional classification of microarray datasets, has enabled researchers to gain greater insight into the underlying processes that drive neoplastic growth and influence therapeutic responsiveness and outcome.

Such datasets enable the deployment of robust 3D analysis algorithms.

These matched datasets enable many useful analyses.

We suggest that accounting for known or unknown sources of variation, such as variable RNA integrity and batch, by implementing ComBat or Surrogate Variable Analysis for analysis of differential gene expression enables robust analysis of microarray datasets derived from variable and low quality RNA, thereby extending the range of clinical samples that are suitable for microarray analysis.

This enables the gene signature to be independent of microarray datasets or their platform types.

In general, however, when coupled with one of several cross-experiment dataset integration tools, aRrayLasso will enable mining of the remarkable and untapped historical pool of microarray datasets for large-scale metastudies for well-powered discovery.

The microarray datasets analyzed in this article are available in Gene Expression Omnibus, accession number GSE80748.

Expression of the 10 selected reference genes in the microarray datasets.

Our proposed method is tested on both binary-class and multi-class microarray datasets.

To validate the proposed method, we conducted extensive experiments on six benchmarked microarray datasets.