000 02596nab a22004697a 4500
999 _c59024
_d59016
001 59024
003 MX-TxCIM
005 20240919021225.0
008 180110s2017 ne |||p|sp||| 00| 0 eng d
024 8 _ahttps://doi.org/10.1016/j.tplants.2017.08.011
040 _aMX-TxCIM
041 _aeng
100 1 _aCrossa, J.
_gGenetic Resources Program
_8CCJL01
_959
245 1 _aGenomic selection in plant breeding :
_bmethods, models and perspectives
260 _aAmsterdam, Netherlands :
_bElsevier,
_c2017.
500 _aPeer review
520 _aGenomic selection (GS) facilitates the rapid selection of superior genotypes and accelerates the breeding cycle. In this review, we discuss the history, principles, and basis of GS and genomic-enabled prediction (GP) as well as the genetics and statistical complexities of GP models, including genomic genotype × environment (G × E) interactions. We also examine the accuracy of GP models and methods for two cereal crops and two legume crops based on random cross-validation. GS applied to maize breeding has shown tangible genetic gains. Based on GP results, we speculate how GS in germplasm enhancement (i.e., prebreeding) programs could accelerate the flow of genes from gene bank accessions to elite lines. Recent advances in hyperspectral image technology could be combined with GS and pedigree-assisted breeding.
526 _aMCRP
_bFP2
_bFP3
546 _aText in English
650 7 _aMaize
_gAGROVOC
_2
_91173
650 7 _aPlant breeding
_gAGROVOC
_2
_91203
650 7 _95955
_aPlant genetic resources
_2AGROVOC
650 7 _91132
_aGenomics
_2AGROVOC
700 1 _92703
_aPerez-Rodriguez, P.
700 1 _94437
_aCuevas, J.
700 1 _92700
_aMontesinos-Lopez, O.A.
_gGenetic Resources Program
_8I1706800
700 1 _91934
_aJarquín, D.
700 1 _92349
_aDe los Campos, G.
700 1 _9907
_aBurgueño, J.
_gGenetic Resources Program
_8INT3239
700 1 _95411
_aGonzález-Camacho, J.M.
700 1 _94434
_aPerez-Elizalde, S.
700 1 _9870
_aBeyene, Y.
_gGlobal Maize Program
_8INT2891
700 1 _9851
_aDreisigacker, S.
_gGlobal Wheat Program
_8INT2692
700 1 _aSingh, R.P.
_gGlobal Wheat Program
_8INT0610
_9825
700 0 _aXuecai Zhang
_gGlobal Maize Program
_8INT3400
_9951
700 1 _9795
_aGowda, M.
_gGlobal Maize Program
_8I1705963
700 1 _91933
_aRutkoski, J.
700 1 _95901
_aVarshney, R.K.
773 0 _gv. 22, no. 11, p. 961-975
_tTrends in Plant Science
_wu93809
856 4 _yAccess only for CIMMYT Staff
_uhttp://libcatalog.cimmyt.org/Download/cis/59024.pdf
942 _2ddc
_cJA
_n0