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- W2326978061 abstract "Flax is an important economic crop for seed oil and stem fiber. Phenotyping of traits such as seed yield, seed quality, stem fiber yield, and quality characteristics is expensive and time consuming. Genomic selection (GS) refers to a breeding approach aimed at selecting preferred individuals based on genomic estimated breeding values predicted by a statistical model based on the relationship between phenotypes and genome-wide genetic markers. We evaluated the prediction accuracy of GS (rMP) and the efficiency of GS relative to phenotypic selection (RE) for three GS models: ridge regression best linear unbiased prediction (RR-BLUP), Bayesian LASSO (BL), and Bayesian ridge regression (BRR), for seed yield, oil content, iodine value, linoleic, and linolenic acid content with a full and a common set of genome-wide simple sequence repeat markers in each of three biparental populations. The three GS models generated similar rMP and RE, while BRR displayed a higher coefficient of determination (R2) of the fitted models than did RR-BLUP or BL. The mean rMP and RE varied for traits with different heritabilities and was affected by the genetic variation of the traits in the populations. GS for seed yield generated a mean RE of 1.52 across populations and marker sets, a value significantly superior to that for direct phenotypic selection. Our empirical results provide the first validation of GS in flax and demonstrate that GS could increase genetic gain per unit time for linseed breeding. Further studies for selection of training populations and markers are warranted." @default.
- W2326978061 created "2016-06-24" @default.
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- W2326978061 date "2016-08-01" @default.
- W2326978061 modified "2023-09-30" @default.
- W2326978061 title "Accuracy of genomic selection in biparental populations of flax ( Linum usitatissimum L.)" @default.
- W2326978061 cites W1525668218 @default.
- W2326978061 cites W1545083763 @default.
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- W2326978061 cites W1946046738 @default.
- W2326978061 cites W1965577308 @default.
- W2326978061 cites W1966777698 @default.
- W2326978061 cites W1973166524 @default.
- W2326978061 cites W1974982298 @default.
- W2326978061 cites W1976331843 @default.
- W2326978061 cites W1979841890 @default.
- W2326978061 cites W1980522803 @default.
- W2326978061 cites W1982652137 @default.
- W2326978061 cites W1984057217 @default.
- W2326978061 cites W1985185808 @default.
- W2326978061 cites W1989943831 @default.
- W2326978061 cites W1990381454 @default.
- W2326978061 cites W1996782514 @default.
- W2326978061 cites W2001675230 @default.
- W2326978061 cites W2005393148 @default.
- W2326978061 cites W2008839435 @default.
- W2326978061 cites W2009679063 @default.
- W2326978061 cites W2010345674 @default.
- W2326978061 cites W2011818345 @default.
- W2326978061 cites W2012073165 @default.
- W2326978061 cites W2015568712 @default.
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- W2326978061 cites W2024674171 @default.
- W2326978061 cites W2024991098 @default.
- W2326978061 cites W2026085530 @default.
- W2326978061 cites W2026558168 @default.
- W2326978061 cites W2028803898 @default.
- W2326978061 cites W2029384003 @default.
- W2326978061 cites W2030330140 @default.
- W2326978061 cites W2034423363 @default.
- W2326978061 cites W2048684300 @default.
- W2326978061 cites W2051733835 @default.
- W2326978061 cites W2055404118 @default.
- W2326978061 cites W2058176233 @default.
- W2326978061 cites W2058853315 @default.
- W2326978061 cites W2060211403 @default.
- W2326978061 cites W2062303824 @default.
- W2326978061 cites W2064013109 @default.
- W2326978061 cites W2067252216 @default.
- W2326978061 cites W2071882637 @default.
- W2326978061 cites W2076336719 @default.
- W2326978061 cites W2079828632 @default.
- W2326978061 cites W2080453009 @default.
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- W2326978061 cites W2128343509 @default.
- W2326978061 cites W2130060388 @default.
- W2326978061 cites W2130434665 @default.
- W2326978061 cites W2136213718 @default.
- W2326978061 cites W2146371141 @default.
- W2326978061 cites W2153222527 @default.
- W2326978061 cites W2155143751 @default.
- W2326978061 cites W2157136830 @default.
- W2326978061 cites W2158830696 @default.
- W2326978061 cites W2164545188 @default.
- W2326978061 cites W2171250718 @default.
- W2326978061 cites W2171636812 @default.
- W2326978061 cites W2259470398 @default.
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- W2326978061 cites W4248087721 @default.
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- W2326978061 doi "https://doi.org/10.1016/j.cj.2016.03.001" @default.
- W2326978061 hasPublicationYear "2016" @default.
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