GWEBV may reduce the amount of phenotyping required for breeding schemes and hence constitute an attractive proposition because obtaining phenotypic records routinely for all generations can be expensive, reduce animal welfare, and sometimes impossible for live selection candidates.
To ensure that all GS methods involved the same amount of phenotyping, only 50% of "phenotype every season" candidates were phenotyped (since phenotyping occurred in twice as many seasons).
We hypothesized that phenotypes that significantly co-occur with each other more often than expected by chance, given the overall amount of phenotype annotations, constitute good candidates for the secondary phenotype experiments.
This is a possible explanation for the relatively small amount of phenotype variance explained by polygenic scores in the current study, estimates of explained variance in this form of analysis being strongly affected by discovery sample size.
The development of high-throughput phenotyping has further increased the available amount of phenotype data resulting from targeted mutations in animal models, and pan-genomic projects such as the International Mouse Phenotyping Consortium (IMPC) (Brown and Moore, 2012) aim to delete every protein-coding gene in an organism and to identify the phenotypes resulting from these mutations.
In particular, we investigate the existence of genotype networks whose members share the same phenotype, and the amount of phenotypic diversity in their neighborhoods.
The nature of these types of studies typically results in large amounts of phenotype, genotype and statistical analysis data.
Then, is curated with the help of natural language processing tools to cope with increasing amounts of phenotype information in the literature [ 48].
GWAS Analyzer served as a valuable tool for managing large amounts of phenotype and PLINK data, integrating and filtering results from multiple PLINK analyses, and performing follow-up research on candidate SNPs.
Database URL: http://molgenis.org/sorta or as an open source download from http://www.molgenis.org/wiki/SORTA Biobank and translational research can benefit from the massive amounts of phenotype data now being collected by hospitals and via questionnaires.
An identical protein amount of both phenotypes was injected into the LC-MS; the fact that this resulted in statistically similar detection of the 6 chosen reference proteins, indicates that our chosen references indeed qualify as 'housekeepings', and that increased size/total protein content of highly responsive beta cells is associated with a proportionate increase of all 6 'housekeepings'housekeepings
