Genomic selection on a panel of elite Andean breeding lines of common bean (Phaseolus vulgaris L.)

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cg.contributor.affiliationInternational Center for Tropical Agricultureen
cg.creator.identifierDaniel Ariza-Suarez: 0000-0002-1871-3514en
cg.creator.identifierJuan F. De la Hoz: 0000-0002-5584-7511en
cg.creator.identifierbodo raatz: 0000-0003-0556-0691en
cg.edition61en
dc.contributor.authorAriza-Suárez, Danielen
dc.contributor.authorHoz, Juan Fernando de laen
dc.contributor.authorMacea Choperena, Eliana del Pilaren
dc.contributor.authorMayor, V.M.en
dc.contributor.authorRaatz, Bodoen
dc.date.accessioned2019-09-25T20:40:48Zen
dc.date.available2019-09-25T20:40:48Zen
dc.identifier.urihttps://hdl.handle.net/10568/103746
dc.titleGenomic selection on a panel of elite Andean breeding lines of common bean (Phaseolus vulgaris L.)en
dcterms.abstractCommon bean breeding in the tropics has benefited from the use of marker assisted selection to accelerate the breeding cycle. It uses individual markers previously identified to be significantly associated with targeted QTLs. However, some limitations arise when identifying and quantifying a large number of minor effect loci governing quantitative traits through standard QTL analysis and marker tagging. Genomic selection (GS) offers a promising approach for breeding by using many markers as predictors of the performance of individuals in a population1,2. This alternative strategy does not provide direct information about the underlying loci and genes that control quantitative traits, but instead offers a valuable selection criterion to be implemented in a breeding scheme. Different GS studies have been recently reported in plant breeding, targeting complex traits for many species with interesting results. In this study we want to assess the prediction accuracy of different genomic selection models in a collection of Andean bean breeding lines from CIAT.en
dcterms.accessRightsOpen Access
dcterms.bibliographicCitationAriza-Suarez, Daniel; De la Hoz, Juan Fernando; Macea, E.; Mayor, V.M.; Raatz, Bodo (2018). Genomic selection on a panel of elite Andean breeding lines of common bean (Phaseolus vulgaris L.) In: Conference Bean Improvement Cooperative At: East Lansing, Michigan, USA Volume: 61. 2p.en
dcterms.extent197-138en
dcterms.issued2018-10en
dcterms.languageen
dcterms.licenseOther
dcterms.subjectcommon beansen
dcterms.subjectfrijolen
dcterms.subjectbreathingen
dcterms.subjectgenomic selectionen
dcterms.subjectmarker-assisted selectionen
dcterms.typeConference Paper

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