Sentence examples for based on genomic data from inspiring English sources

Motivation: Gene regulatory network (GRN) inference based on genomic data is one of the most actively pursued computational biological problems.

Furthermore, it assumes that higher marker densities may allow for the prediction of breeding values across breeds [ 4] In contrast, if the relationship paradigm is true, then the predictive ability based on genomic data would persist only for one or two generations ahead.

With a principled organization of whole tumor genomes, both prognostic and predictive testing based on genomic data could become common practice.

Increasing EMR phenotype information associated with pathogen genomes will spur a new generation of pathogenicity and risk models based on genomic data.

Collins, who points out that the commitment of the genome project to address ethical issues as well as generate data came at the project's inception, describes four categories of questions: Fairness and privacy; implementation of new medical practices based on genomic data (e.g., genetic testing); use of human subjects; and public education.

Based on genomic data in VectorBase, their entire CDS was reassembled, PCR amplified and the sequences verified (Fig. S2).

Collecting genomic observations improves one's understanding of the genome, which in turn improves the ability to deliver value through the application that is based on genomic information, which then enables further data collection.

Our results indicate a strikingly higher sensitivity of the extended Taxy-Pro mixture model when compared with homology-based classification methods merely based on genomic reference data.

Our topology is in general agreement with previously published Drosophila phylogenies based on genomic scale data (Drosophila 12 Genomes Consortium 2007; Ometto et al. 2013), with strong support at all nodes (100% bootstrap).

Comprehensive phenotypic network and pathway analysis results, which were based on genomic expression data, indicated activation of differentiation related mechanisms, via signaling pathways, including TGF, BMP, and vascular endothelial growth factor.

The promise of PM lies in the prediction of disease risk, the choice of the right treatment and the assessment of the treatment response and safety profile based on genomic sequence data.