FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2073520521> ?p ?o ?g. }

• W2073520521 abstract "With the availability of high throughput genotyping, genomic selection, the evaluation of animals based on dense SNP genotyping, is receiving more and more attention. Several statistical methods have been suggested for genomic selection. Compared to traditional selection, genomic selection can be more accurate which can lead to higher efficiency in terms of time and cost. Herein we applied different genomic evaluation methods on the 14th QTLMAS dataset.Four different approaches were used for the estimation of EBV of animals for the Quantitative and the Binary Trait (QT and BT respectively). It included two Bayes B types of approaches (BB): using only SNP information (GBB) or SNP and Pedigree information (GPBB); and two genomic BLUP, GBLUP and GPBLUP. Traditional BLUP was also used only for comparison. When using BB methodology, the probability of SNP having an effect on the traits (which include a quantitative and a binary trait) were also estimated. We also performed standard QTL mapping approaches including linkage and association analyses to compare them with BB results as a potential QTL mapping tools.For QT, the best accuracy of EBV (correlation between EBVs and TBVs) for young animals, was obtained by BB methods (r = 0.68). Genomic BLUP estimations (GBLUP and GPBLUP) were less accurate (r = 0.60 and 0.61 respectively). Similar results were obtained for the BT: r were estimated at 0.82, 0.82, 0.71 and 0.70 for GPBB, GBB, GPBLUP and GBLUP respectively. Using traditional BLUP, r was at 0.39 and 0.47 for QT and BT respectively. The genetic correlation between the two traits (approximated by the correlation between EBVs for BT and QT using GBB method) was as high as 0.58.Better accuracies were obtained using BB methods, compared to BLUP analyses. Compared to the traditional BLUP, the accuracy of the EBVs was improved about 70% and 50% using BB and GBLUP methods respectively. The benefit of genomic selection was the same for both the QT and BT. Models with and without polygenic effect led to similar accuracies in the estimation of breeding values. The BT and QT were genetically correlated (r=0.58) which suggested that bivariate analyses may be of advantages. Signal profile by GBB followed well the true QTL patterns, which was consistent with good estimation of EBVs by this method, suggesting its potential value for QTL mapping." @default.
• W2073520521 created "2016-06-24" @default.
• W2073520521 creator A5024047873 @default.
• W2073520521 creator A5078079540 @default.
• W2073520521 date "2011-05-27" @default.
• W2073520521 modified "2023-09-23" @default.
• W2073520521 title "Applying different genomic evaluation approaches on QTLMAS2010 dataset" @default.
• W2073520521 cites W1928998639 @default.
• W2073520521 cites W2041318032 @default.
• W2073520521 cites W2114518544 @default.
• W2073520521 cites W2127601863 @default.
• W2073520521 cites W2139085384 @default.
• W2073520521 cites W2152992515 @default.
• W2073520521 cites W2161245845 @default.
• W2073520521 cites W4211177544 @default.
• W2073520521 cites W584397 @default.
• W2073520521 doi "https://doi.org/10.1186/1753-6561-5-s3-s9" @default.
• W2073520521 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/3103208" @default.
• W2073520521 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/21624179" @default.
• W2073520521 hasPublicationYear "2011" @default.
• W2073520521 type Work @default.
• W2073520521 sameAs 2073520521 @default.
• W2073520521 citedByCount "5" @default.
• W2073520521 countsByYear W20735205212012 @default.
• W2073520521 countsByYear W20735205212015 @default.
• W2073520521 countsByYear W20735205212017 @default.
• W2073520521 countsByYear W20735205212022 @default.
• W2073520521 crossrefType "journal-article" @default.
• W2073520521 hasAuthorship W2073520521A5024047873 @default.
• W2073520521 hasAuthorship W2073520521A5078079540 @default.
• W2073520521 hasBestOaLocation W20735205211 @default.
• W2073520521 hasConcept C103545067 @default.
• W2073520521 hasConcept C104317684 @default.
• W2073520521 hasConcept C105795698 @default.
• W2073520521 hasConcept C119857082 @default.
• W2073520521 hasConcept C135763542 @default.
• W2073520521 hasConcept C139275648 @default.
• W2073520521 hasConcept C153209595 @default.
• W2073520521 hasConcept C163691529 @default.
• W2073520521 hasConcept C2992444039 @default.
• W2073520521 hasConcept C31467283 @default.
• W2073520521 hasConcept C33923547 @default.
• W2073520521 hasConcept C41008148 @default.
• W2073520521 hasConcept C54355233 @default.
• W2073520521 hasConcept C70721500 @default.
• W2073520521 hasConcept C81917197 @default.
• W2073520521 hasConcept C81941488 @default.
• W2073520521 hasConcept C86803240 @default.
• W2073520521 hasConceptScore W2073520521C103545067 @default.
• W2073520521 hasConceptScore W2073520521C104317684 @default.
• W2073520521 hasConceptScore W2073520521C105795698 @default.
• W2073520521 hasConceptScore W2073520521C119857082 @default.
• W2073520521 hasConceptScore W2073520521C135763542 @default.
• W2073520521 hasConceptScore W2073520521C139275648 @default.
• W2073520521 hasConceptScore W2073520521C153209595 @default.
• W2073520521 hasConceptScore W2073520521C163691529 @default.
• W2073520521 hasConceptScore W2073520521C2992444039 @default.
• W2073520521 hasConceptScore W2073520521C31467283 @default.
• W2073520521 hasConceptScore W2073520521C33923547 @default.
• W2073520521 hasConceptScore W2073520521C41008148 @default.
• W2073520521 hasConceptScore W2073520521C54355233 @default.
• W2073520521 hasConceptScore W2073520521C70721500 @default.
• W2073520521 hasConceptScore W2073520521C81917197 @default.
• W2073520521 hasConceptScore W2073520521C81941488 @default.
• W2073520521 hasConceptScore W2073520521C86803240 @default.
• W2073520521 hasIssue "S3" @default.
• W2073520521 hasLocation W20735205211 @default.
• W2073520521 hasLocation W20735205212 @default.
• W2073520521 hasLocation W20735205213 @default.
• W2073520521 hasLocation W20735205214 @default.
• W2073520521 hasLocation W20735205215 @default.
• W2073520521 hasLocation W20735205216 @default.
• W2073520521 hasOpenAccess W2073520521 @default.
• W2073520521 hasPrimaryLocation W20735205211 @default.
• W2073520521 hasRelatedWork W1504890006 @default.
• W2073520521 hasRelatedWork W1508523048 @default.
• W2073520521 hasRelatedWork W2164332050 @default.
• W2073520521 hasRelatedWork W2329658823 @default.
• W2073520521 hasRelatedWork W2414446413 @default.
• W2073520521 hasRelatedWork W2419346078 @default.
• W2073520521 hasRelatedWork W2908512168 @default.
• W2073520521 hasRelatedWork W3006976237 @default.
• W2073520521 hasRelatedWork W3029208462 @default.
• W2073520521 hasRelatedWork W4246971673 @default.
• W2073520521 hasVolume "5" @default.
• W2073520521 isParatext "false" @default.
• W2073520521 isRetracted "false" @default.
• W2073520521 magId "2073520521" @default.
• W2073520521 workType "article" @default.