Sentence examples for the integrated data set from inspiring English sources
The integrated data set from the maternal and paternal maps allowed construction of a consensus linkage map.
We used elastic-net regression to estimate an optimal multiple linear regression of the clinical outcome on the integrated data set of all genomic features [ 23].
In this study, the bimodal distribution profiles of RDD values still persisted when mapping the integrated data set of HCEs onto the five non-mammalian genomes.
Each data set is first preprocessed to clean and align the signals, and then these preprocessed datasets are put together so that the integrated data set can be treated as though it comes from a single study.
The integrated data set included i) somatic mutations, ii) copy number alterations, iii) gene expression changes and iv) methylation.
Statistical tests for comparison of multiple experimental proportions extracted from the integrated data set containing information about differentially expressed miRNAs, differentially expressed mRNAs, and putative/validated miRNA targets were implemented in the R environment.
Using this integrated data set, we first identified CpG loci with a linear relationship with age.
This process is done with honest brokers who can collect clinical data (integration), identify the integrated data sets with a separate (research) numbers, and then "remove" the clinical identifiers before the integrated data is made available to the researchers.
Our approach can serve as a suitable paradigm for integration of new omics data into preexisting databases and re-analysis of the integrated data sets.
The key decisions in the context of GE/CN data are associated with selecting the CN preprocessing approach [ 53], size of the investigated chromosomal regions and the matching approach for the integrated data sets.
The next step, which for the biologist may be more important, is to build a tool on top of this, which allows for convenient data mining and provides suitable visualizations of the integrated data sets.
