FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313571636> ?p ?o ?g. }

• W4313571636 abstract "Abstract Background In this study, computationally efficient methods to approximate the reliabilities of genomic estimated breeding values (GEBV) in a single-step genomic prediction model including a residual polygenic (RPG) effect are described. In order to calculate the reliabilities of the genotyped animals, a single nucleotide polymorphism best linear unbiased prediction (SNPBLUP) or a genomic BLUP (GBLUP), was used, where two alternatives to account for the RPG effect were tested. In the direct approach, the genomic model included the RPG effect, while in the blended method, it did not but an index was used to weight the genomic and pedigree-based BLUP (PBLUP) reliabilities. In order to calculate the single-step GBLUP reliabilities for the breeding values for the non-genotyped animals, a simplified weighted-PBLUP model that included a general mean and additive genetic effects with weights accounting for the non-genomic and genomic information was used. We compared five schemes for the weights. Two datasets, i.e., a small (Data 1) one and a large (Data 2) one were used. Results For the genotyped animals in Data 1, correlations between approximate reliabilities using the blended method and exact reliabilities ranged from 0.993 to 0.996 across three lactations. The slopes observed by regressing the reliabilities of GEBV from the exact method on those from the blended method were 1.0 for all three lactations. For Data 2, the correlations and slopes ranged, respectively, from 0.980 to 0.986 and from 0.91 to 0.96, and for the non-genotyped animals in Data 1, they ranged, respectively, from 0.987 to 0.994 and from 0.987 to 1, which indicate that the approximations were in line with the exact results. The best approach achieved correlations of 0.992 to 0.994 across lactations. Conclusions Our results demonstrate that the approximated reliabilities calculated using our proposed approach are in good agreement with the exact reliabilities. The blended method for the genotyped animals is computationally more feasible than the direct method when RPG effects are included, particularly for large-scale datasets. The approach can serve as an effective strategy to estimate the reliabilities of GEBV in large-scale single-step genomic predictions." @default.
• W4313571636 created "2023-01-06" @default.
• W4313571636 creator A5002059513 @default.
• W4313571636 creator A5060682688 @default.
• W4313571636 creator A5062799224 @default.
• W4313571636 creator A5063025848 @default.
• W4313571636 creator A5066818935 @default.
• W4313571636 creator A5079298605 @default.
• W4313571636 creator A5084328730 @default.
• W4313571636 date "2023-01-05" @default.
• W4313571636 modified "2023-09-26" @default.
• W4313571636 title "A computationally efficient method for approximating reliabilities in large-scale single-step genomic prediction" @default.
• W4313571636 cites W1964291533 @default.
• W4313571636 cites W2045318100 @default.
• W4313571636 cites W2067715889 @default.
• W4313571636 cites W2068655069 @default.
• W4313571636 cites W2070227479 @default.
• W4313571636 cites W2071179415 @default.
• W4313571636 cites W2117567387 @default.
• W4313571636 cites W2135619617 @default.
• W4313571636 cites W2142220815 @default.
• W4313571636 cites W2150488502 @default.
• W4313571636 cites W2161831898 @default.
• W4313571636 cites W2164050502 @default.
• W4313571636 cites W2170554520 @default.
• W4313571636 cites W2173001608 @default.
• W4313571636 cites W2262801583 @default.
• W4313571636 cites W2888711654 @default.
• W4313571636 cites W2912854488 @default.
• W4313571636 cites W3014759063 @default.
• W4313571636 cites W3019652212 @default.
• W4313571636 cites W3091706896 @default.
• W4313571636 cites W3136098493 @default.
• W4313571636 cites W4200203028 @default.
• W4313571636 cites W4223610818 @default.
• W4313571636 cites W4319736556 @default.
• W4313571636 doi "https://doi.org/10.1186/s12711-022-00774-y" @default.
• W4313571636 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36604633" @default.
• W4313571636 hasPublicationYear "2023" @default.
• W4313571636 type Work @default.
• W4313571636 citedByCount "0" @default.
• W4313571636 crossrefType "journal-article" @default.
• W4313571636 hasAuthorship W4313571636A5002059513 @default.
• W4313571636 hasAuthorship W4313571636A5060682688 @default.
• W4313571636 hasAuthorship W4313571636A5062799224 @default.
• W4313571636 hasAuthorship W4313571636A5063025848 @default.
• W4313571636 hasAuthorship W4313571636A5066818935 @default.
• W4313571636 hasAuthorship W4313571636A5079298605 @default.
• W4313571636 hasAuthorship W4313571636A5084328730 @default.
• W4313571636 hasBestOaLocation W43135716361 @default.
• W4313571636 hasConcept C103545067 @default.
• W4313571636 hasConcept C104317684 @default.
• W4313571636 hasConcept C105795698 @default.
• W4313571636 hasConcept C11413529 @default.
• W4313571636 hasConcept C135763542 @default.
• W4313571636 hasConcept C153209595 @default.
• W4313571636 hasConcept C154945302 @default.
• W4313571636 hasConcept C155512373 @default.
• W4313571636 hasConcept C2992444039 @default.
• W4313571636 hasConcept C33923547 @default.
• W4313571636 hasConcept C41008148 @default.
• W4313571636 hasConcept C54355233 @default.
• W4313571636 hasConcept C81917197 @default.
• W4313571636 hasConcept C86803240 @default.
• W4313571636 hasConceptScore W4313571636C103545067 @default.
• W4313571636 hasConceptScore W4313571636C104317684 @default.
• W4313571636 hasConceptScore W4313571636C105795698 @default.
• W4313571636 hasConceptScore W4313571636C11413529 @default.
• W4313571636 hasConceptScore W4313571636C135763542 @default.
• W4313571636 hasConceptScore W4313571636C153209595 @default.
• W4313571636 hasConceptScore W4313571636C154945302 @default.
• W4313571636 hasConceptScore W4313571636C155512373 @default.
• W4313571636 hasConceptScore W4313571636C2992444039 @default.
• W4313571636 hasConceptScore W4313571636C33923547 @default.
• W4313571636 hasConceptScore W4313571636C41008148 @default.
• W4313571636 hasConceptScore W4313571636C54355233 @default.
• W4313571636 hasConceptScore W4313571636C81917197 @default.
• W4313571636 hasConceptScore W4313571636C86803240 @default.
• W4313571636 hasIssue "1" @default.
• W4313571636 hasLocation W43135716361 @default.
• W4313571636 hasLocation W43135716362 @default.
• W4313571636 hasLocation W43135716363 @default.
• W4313571636 hasLocation W43135716364 @default.
• W4313571636 hasOpenAccess W4313571636 @default.
• W4313571636 hasPrimaryLocation W43135716361 @default.
• W4313571636 hasRelatedWork W1514887487 @default.
• W4313571636 hasRelatedWork W1808093461 @default.
• W4313571636 hasRelatedWork W2028463594 @default.
• W4313571636 hasRelatedWork W2117452232 @default.
• W4313571636 hasRelatedWork W2132254330 @default.
• W4313571636 hasRelatedWork W2246145449 @default.
• W4313571636 hasRelatedWork W2260983608 @default.
• W4313571636 hasRelatedWork W3037246684 @default.
• W4313571636 hasRelatedWork W4249366360 @default.
• W4313571636 hasRelatedWork W4303184587 @default.
• W4313571636 hasVolume "55" @default.
• W4313571636 isParatext "false" @default.
• W4313571636 isRetracted "false" @default.
• W4313571636 workType "article" @default.