FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3183236368> ?p ?o ?g. }

• W3183236368 abstract "Abstract Genomic selection is a powerful tool to reduce the cycle length and enhance the genetic gain of complex traits in plant breeding. However, questions remain about the optimum design and composition of the training set. In this study, we used 944 soybean [ Glycine max (L.) Merr.] recombinant inbred lines from eight families derived through a partial–diallel mating design among five parental lines. The cross‐validated prediction accuracies for the six traits seed yield, 1,000‐seed weight, protein yield, plant height, protein content, and oil content were high, ranging from 0.79 to 0.87. We investigated among‐family predictions, making use of the special mating design with different degrees of relatedness among families. Generally, the prediction accuracy decreased from full‐sibs to half‐sib families to unrelated families. However, half‐sib and unrelated families also showed substantial variation in their prediction accuracy for a given family, which appeared to be caused at least in part by the shared segregation of quantitative trait loci in both the training and prediction sets. Combining several half‐sib families in composite training sets generally led to an increase in the prediction accuracy compared with the best family alone. The prediction accuracy increased with the size of the training set, but for comparable prediction accuracy, substantially more half‐sibs were required than full‐sibs. Collectively, our results highlight the potential of genomic selection for soybean breeding and, in a broader context, illustrate the importance of the targeted design of the training set." @default.
• W3183236368 created "2021-08-02" @default.
• W3183236368 creator A5037379879 @default.
• W3183236368 creator A5044676643 @default.
• W3183236368 creator A5054679309 @default.
• W3183236368 creator A5078542446 @default.
• W3183236368 date "2021-07-24" @default.
• W3183236368 modified "2023-10-04" @default.
• W3183236368 title "Training set design in genomic prediction with multiple biparental families" @default.
• W3183236368 cites W1819387938 @default.
• W3183236368 cites W1928998639 @default.
• W3183236368 cites W1929007528 @default.
• W3183236368 cites W1946046738 @default.
• W3183236368 cites W1947954067 @default.
• W3183236368 cites W1969164147 @default.
• W3183236368 cites W1970149620 @default.
• W3183236368 cites W1978369346 @default.
• W3183236368 cites W1982652137 @default.
• W3183236368 cites W1990017484 @default.
• W3183236368 cites W1999398820 @default.
• W3183236368 cites W2004242066 @default.
• W3183236368 cites W2021666032 @default.
• W3183236368 cites W2023673366 @default.
• W3183236368 cites W2027789150 @default.
• W3183236368 cites W2032929024 @default.
• W3183236368 cites W2034846276 @default.
• W3183236368 cites W2043695363 @default.
• W3183236368 cites W2044737574 @default.
• W3183236368 cites W2064013109 @default.
• W3183236368 cites W2072767466 @default.
• W3183236368 cites W2075425860 @default.
• W3183236368 cites W2076300862 @default.
• W3183236368 cites W2076336719 @default.
• W3183236368 cites W2078518855 @default.
• W3183236368 cites W2078823676 @default.
• W3183236368 cites W2102087753 @default.
• W3183236368 cites W2115100650 @default.
• W3183236368 cites W2117709702 @default.
• W3183236368 cites W2119372134 @default.
• W3183236368 cites W2123523713 @default.
• W3183236368 cites W2135734970 @default.
• W3183236368 cites W2148306906 @default.
• W3183236368 cites W2193394942 @default.
• W3183236368 cites W2222815657 @default.
• W3183236368 cites W2258788146 @default.
• W3183236368 cites W2326118652 @default.
• W3183236368 cites W2403844146 @default.
• W3183236368 cites W2416832827 @default.
• W3183236368 cites W2439074529 @default.
• W3183236368 cites W2511009716 @default.
• W3183236368 cites W2549954043 @default.
• W3183236368 cites W2551419474 @default.
• W3183236368 cites W2584914232 @default.
• W3183236368 cites W2592904731 @default.
• W3183236368 cites W2607449291 @default.
• W3183236368 cites W2619720770 @default.
• W3183236368 cites W2621045891 @default.
• W3183236368 cites W2742340557 @default.
• W3183236368 cites W2754491952 @default.
• W3183236368 cites W2760544538 @default.
• W3183236368 cites W2792775460 @default.
• W3183236368 cites W2799731240 @default.
• W3183236368 cites W2809978406 @default.
• W3183236368 cites W2810944344 @default.
• W3183236368 cites W2890704582 @default.
• W3183236368 cites W2896330219 @default.
• W3183236368 cites W2903683494 @default.
• W3183236368 cites W2921751993 @default.
• W3183236368 cites W2944249082 @default.
• W3183236368 cites W2946371550 @default.
• W3183236368 cites W2963772087 @default.
• W3183236368 cites W2980219824 @default.
• W3183236368 cites W2980682789 @default.
• W3183236368 cites W2991319385 @default.
• W3183236368 cites W3019689148 @default.
• W3183236368 cites W3048193733 @default.
• W3183236368 cites W3131291101 @default.
• W3183236368 cites W3134823651 @default.
• W3183236368 cites W4298876635 @default.
• W3183236368 doi "https://doi.org/10.1002/tpg2.20124" @default.
• W3183236368 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34302722" @default.
• W3183236368 hasPublicationYear "2021" @default.
• W3183236368 type Work @default.
• W3183236368 sameAs 3183236368 @default.
• W3183236368 citedByCount "6" @default.
• W3183236368 countsByYear W31832363682021 @default.
• W3183236368 countsByYear W31832363682022 @default.
• W3183236368 countsByYear W31832363682023 @default.
• W3183236368 crossrefType "journal-article" @default.
• W3183236368 hasAuthorship W3183236368A5037379879 @default.
• W3183236368 hasAuthorship W3183236368A5044676643 @default.
• W3183236368 hasAuthorship W3183236368A5054679309 @default.
• W3183236368 hasAuthorship W3183236368A5078542446 @default.
• W3183236368 hasConcept C104317684 @default.
• W3183236368 hasConcept C106934330 @default.
• W3183236368 hasConcept C119857082 @default.
• W3183236368 hasConcept C150903083 @default.
• W3183236368 hasConcept C151730666 @default.
• W3183236368 hasConcept C155015343 @default.
• W3183236368 hasConcept C177264268 @default.

• next