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Volumn 2, Issue , 2015, Pages

Accuracy and responses of genomic selection on key traits in apple breeding

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EID: 84997432668     PISSN: None     EISSN: 20527276     Source Type: Journal    
DOI: 10.1038/hortres.2015.60     Document Type: Article
Times cited : (115)

References (70)
  • 1
    • 0000167968 scopus 로고
    • Janick J editor. Horticultural Reviews. Hoboken NJ: John Wiley, Sons, Inc
    • Hackett WP. Juvenility, maturation, and rejuvenation in woody plants. In: Janick J, editor. Horticultural Reviews. Hoboken, NJ: John Wiley & Sons, Inc.; 1985. pp109-155.
    • (1985) Juvenility Maturation and Rejuvenation in Woody Plants , pp. 109-155
    • Hackett, W.P.1
  • 2
    • 84856215647 scopus 로고    scopus 로고
    • Towards genomic selection in apple (Malus 3 domestica Borkh.) breeding programmes: Prospects, challenges and strategies
    • Kumar S, Bink M, Volz R, Bus V, ChagnéD. Towards genomic selection in apple (Malus 3 domestica Borkh.) breeding programmes: prospects, challenges and strategies. Tree Genet Genomes 2012; 8: 1-14.
    • (2012) Tree Genet Genomes , vol.8 , pp. 1-14
    • Kumar, S.1    Bink, M.2    Volz, R.3    Bus, V.4    Chagnéd5
  • 3
    • 84907498517 scopus 로고    scopus 로고
    • Breeding better cultivars, faster: Applications of new technologies for the rapid deployment of superior horticultural tree crops
    • van Nocker S, Gardiner SE. Breeding better cultivars, faster: Applications of new technologies for the rapid deployment of superior horticultural tree crops. Hort Res 2014; 1: 14022.
    • (2014) Hort Res , vol.1 , pp. 14022
    • Van Nocker, S.1    Gardiner, S.E.2
  • 4
    • 0025217786 scopus 로고
    • Efficiency of marker-Assisted selection in the improvement of quantitative traits
    • Lande R, Thompson R. Efficiency of marker-Assisted selection in the improvement of quantitative traits. Genetics 1990; 124: 743-756.
    • (1990) Genetics , vol.124 , pp. 743-756
    • Lande, R.1    Thompson, R.2
  • 5
    • 85027920750 scopus 로고    scopus 로고
    • Potential for marker-Assisted selection for forest tree breeding: Lessons from 20 years of MAS in crops
    • Muranty H, Jorge V, Bastien C, Lepoittevin C, Bouffier L, Sanchez L. Potential for marker-Assisted selection for forest tree breeding: lessons from 20 years of MAS in crops. Tree Genet Genomes 2014; 10: 1491-1510.
    • (2014) Tree Genet Genomes , vol.10 , pp. 1491-1510
    • Muranty, H.1    Jorge, V.2    Bastien, C.3    Lepoittevin, C.4    Bouffier, L.5    Sanchez, L.6
  • 6
    • 84940579865 scopus 로고    scopus 로고
    • Breeding elite lines of apple carrying pyramided homozygous resistance genes against apple scab and resistance against powdery mildew and fire blight
    • Baumgartner IO, Patocchi A, Frey JE, Peil A, Kellerhals M. Breeding elite lines of apple carrying pyramided homozygous resistance genes against apple scab and resistance against powdery mildew and fire blight. Plant Mol Biol Report 2015; 33: 1573-1583.
    • (2015) Plant Mol Biol Report , vol.33 , pp. 1573-1583
    • Baumgartner, I.O.1    Patocchi, A.2    Frey, J.E.3    Peil, A.4    Kellerhals, M.5
  • 7
    • 0035045051 scopus 로고    scopus 로고
    • Prediction of total genetic value using genomewide dense marker maps
    • Meuwissen T, Hayes B, Goddard M. Prediction of total genetic value using genomewide dense marker maps. Genetics 2001; 157: 1819-1829.
    • (2001) Genetics , vol.157 , pp. 1819-1829
    • Meuwissen, T.1    Hayes, B.2    Goddard, M.3
  • 8
    • 84865657451 scopus 로고    scopus 로고
    • Comparison of whole-genome prediction models for traits with contrasting genetic architecture in a diversity panel of maize inbred lines
    • Riedelsheimer C, Technow F, Melchinger AE. Comparison of whole-genome prediction models for traits with contrasting genetic architecture in a diversity panel of maize inbred lines. BMC Genomics 2012; 13: 452.
    • (2012) BMC Genomics , vol.13 , pp. 452
    • Riedelsheimer, C.1    Technow, F.2    Melchinger, A.E.3
  • 9
    • 34548176501 scopus 로고    scopus 로고
    • Prospects for genomewide selection for quantitative traits in maize
    • Bernardo R, Yu JM. Prospects for genomewide selection for quantitative traits in maize. Crop Sci 2007; 47: 1082-1090.
    • (2007) Crop Sci , vol.47 , pp. 1082-1090
    • Bernardo, R.1    Yu, J.M.2
  • 10
    • 85027919900 scopus 로고    scopus 로고
    • Genome-based prediction of testcross values in maize
    • Albrecht T, Wimmer V, Auinger H-J et al. Genome-based prediction of testcross values in maize. Theor Appl Genet 2011; 123: 339-350.
    • (2011) Theor Appl Genet , vol.123 , pp. 339-350
    • Albrecht, T.1    Wimmer, V.2    Auinger, H.-J.3
  • 11
    • 84860346263 scopus 로고    scopus 로고
    • Evaluation of genome-wide selection efficiency in maize nested association mapping populations
    • Guo Z, Tucker DM, Lu J, Kishore V, Gay G. Evaluation of genome-wide selection efficiency in maize nested association mapping populations. Theor Appl Genet 2012; 124: 261-275.
    • (2012) Theor Appl Genet , vol.124 , pp. 261-275
    • Guo, Z.1    Tucker, D.M.2    Lu, J.3    Kishore, V.4    Gay, G.5
  • 12
    • 67849083102 scopus 로고    scopus 로고
    • Ridge regression and extensions for genomewide selection in maize
    • Piepho HP. Ridge regression and extensions for genomewide selection in maize. Crop Sci 2009; 49: 1165.
    • (2009) Crop Sci , vol.49 , pp. 1165
    • Piepho, H.P.1
  • 13
    • 84861792509 scopus 로고    scopus 로고
    • Accuracy of genomic selection in European maize elite breeding populations
    • Zhao Y, Gowda M, Liu W et al. Accuracy of genomic selection in European maize elite breeding populations. Theor Appl Genet 2012; 124: 769-776.
    • (2012) Theor Appl Genet , vol.124 , pp. 769-776
    • Zhao, Y.1    Gowda, M.2    Liu, W.3
  • 14
    • 67849114172 scopus 로고    scopus 로고
    • Factors affecting accuracy from genomic selection in populations derived from multiple inbred lines: A barley case study
    • Zhong S, Dekkers JCM, Fernando RL, Jannink J-L. Factors affecting accuracy from genomic selection in populations derived from multiple inbred lines: A barley case study. Genetics 2009; 182: 355-364.
    • (2009) Genetics , vol.182 , pp. 355-364
    • Zhong, S.1    Jcm, D.2    Fernando, R.L.3    Jannink, J.-L.4
  • 15
    • 80053633450 scopus 로고    scopus 로고
    • Genomic selection accuracy for grain quality traits in biparental wheat populations
    • Heffner EL, Jannink J-L, Iwata H, Souza E, Sorrells ME. Genomic selection accuracy for grain quality traits in biparental wheat populations. Crop Sci 2011; 51: 2597-2606.
    • (2011) Crop Sci , vol.51 , pp. 2597-2606
    • Heffner, E.L.1    Jannink, J.-L.2    Iwata, H.3    Souza, E.4    Sorrells, M.E.5
  • 16
    • 84927174925 scopus 로고    scopus 로고
    • Accuracy of genomic selection models in a large population of open-pollinated families in white spruce
    • Beaulieu J, Doerksen T, Clément S, MacKay J, Bousquet J. Accuracy of genomic selection models in a large population of open-pollinated families in white spruce. Heredity 2014; 113: 343-352.
    • (2014) Heredity , vol.113 , pp. 343-352
    • Beaulieu, J.1    Doerksen, T.2    Clément, S.3    MacKay, J.4    Bousquet, J.5
  • 17
    • 79960569740 scopus 로고    scopus 로고
    • Prospects for genomic selection in conifer breeding: A simulation study of Cryptomeria japonica
    • Iwata H, Hayashi T, Tsumura Y. Prospects for genomic selection in conifer breeding: A simulation study of Cryptomeria japonica. Tree Genet Genomes 2011; 7: 747-758.
    • (2011) Tree Genet Genomes , vol.7 , pp. 747-758
    • Iwata, H.1    Hayashi, T.2    Tsumura, Y.3
  • 18
    • 84859625578 scopus 로고    scopus 로고
    • Accuracy of genomic selection methods in a standard data set of loblolly pine (Pinus taeda L.)
    • Resende MFR Jr, Muñoz P, Resende MDV et al. Accuracy of genomic selection methods in a standard data set of loblolly pine (Pinus taeda L.). Genetics 2012; 190: 1503-1510.
    • (2012) Genetics , vol.190 , pp. 1503-1510
    • Resende, M.F.R.1    Muñoz, P.2    Resende, M.D.V.3
  • 19
    • 84857384716 scopus 로고    scopus 로고
    • Genomic selection for growth and wood quality in Eucalyptus: Capturing the missing heritability and accelerating breeding for complex traits in forest trees
    • Resende MDV, Resende MFR Jr, Sansaloni CP et al. Genomic selection for growth and wood quality in Eucalyptus: capturing the missing heritability and accelerating breeding for complex traits in forest trees. New Phytol 2012; 194: 116-128.
    • (2012) New Phytol , vol.194 , pp. 116-128
    • Mdv, R.1    Mfr, R.2    Sansaloni, C.P.3
  • 20
    • 84911486846 scopus 로고    scopus 로고
    • Accelerating the switchgrass (Panicum virgatum L.) breeding cycle using genomic selection approaches
    • Lipka AE, Lu F, Cherney JH, Buckler ES, Casler MD, Costich DE. Accelerating the switchgrass (Panicum virgatum L.) breeding cycle using genomic selection approaches. PLoS One 2014; 9: e112227.
    • (2014) PLoS One , vol.9 , pp. e112227
    • Lipka, A.E.1    Lu, F.2    Cherney, J.H.3    Buckler, E.S.4    Casler, M.D.5    Costich, D.E.6
  • 21
    • 84925537016 scopus 로고    scopus 로고
    • Genomic selection prediction accuracy in a perennial crop: Case study of oil palm (Elaeis guineensis Jacq
    • Cros D, Denis M, Sánchez L et al. Genomic selection prediction accuracy in a perennial crop: case study of oil palm (Elaeis guineensis Jacq.). Theor Appl Genet 2015; 128: 397-410.
    • (2015) Theor Appl Genet , vol.128 , pp. 397-410
    • Cros, D.1    Denis, M.2    Sánchez, L.3
  • 22
    • 84876942008 scopus 로고    scopus 로고
    • Potential assessment of genome-wide association study and genomic selection in Japanese pear Pyrus pyrifolia
    • Iwata H, Hayashi T, Terakami S, Takada N, Sawamura Y, Yamamoto T. Potential assessment of genome-wide association study and genomic selection in Japanese pear Pyrus pyrifolia. Breed Sci 2013; 63: 125-140.
    • (2013) Breed Sci , vol.63 , pp. 125-140
    • Iwata, H.1    Hayashi, T.2    Terakami, S.3    Takada, N.4    Sawamura, Y.5    Yamamoto, T.6
  • 23
    • 84860503096 scopus 로고    scopus 로고
    • Genomic selection for fruit quality traits in apple (Malus 3 domestica Borkh
    • Kumar S, ChagnéD, Bink MCAM, Volz RK, Whitworth C, Carlisle C. Genomic selection for fruit quality traits in apple (Malus 3 domestica Borkh.). PLoS One 2012; 7:e36674.
    • (2012) PLoS One , vol.7 , pp. e36674
    • Kumar, S.1    Chagnéd2    McAm, B.3    Volz, R.K.4    Whitworth, C.5    Carlisle, C.6
  • 24
    • 84881505847 scopus 로고    scopus 로고
    • Genomic, marker-Assisted, and pedigree-BLUP selection methods for b-glucan concentration in elite oat
    • Asoro FG, Newell MA, Beavis WD, Scott MP, Tinker NA, Jannink J-L. Genomic, marker-Assisted, and pedigree-BLUP selection methods for b-glucan concentration in elite oat. Crop Sci 2013; 53: 1894-1906.
    • (2013) Crop Sci , vol.53 , pp. 1894-1906
    • Asoro, F.G.1    Newell, M.A.2    Beavis, W.D.3    Scott, M.P.4    Tinker, N.A.5    Jannink, J.-L.6
  • 26
    • 0347297419 scopus 로고    scopus 로고
    • Multiple QTL mapping in related plant populations via a pedigree-Analysis approach
    • Bink MCAM, Uimari P, Sillanpaä MJ, Janss L, Jansen R. Multiple QTL mapping in related plant populations via a pedigree-Analysis approach. Theor Appl Genet 2002; 104: 751-762.
    • (2002) Theor Appl Genet , vol.104 , pp. 751-762
    • McAm, B.1    Uimari, P.2    Sillanpaä, M.J.3    Janss, L.4    Jansen, R.5
  • 27
    • 70349694547 scopus 로고    scopus 로고
    • Estimation of genetic parameters and prediction of breeding values for apple fruit-quality traits using pedigreed plant material in Europe
    • Kouassi A, Durel C-E, Costa F et al. Estimation of genetic parameters and prediction of breeding values for apple fruit-quality traits using pedigreed plant material in Europe. Tree Genet Genomes 2009; 5: 659-672.
    • (2009) Tree Genet Genomes , vol.5 , pp. 659-672
    • Kouassi, A.1    Durel, C.-E.2    Costa, F.3
  • 28
    • 84870496888 scopus 로고    scopus 로고
    • Software for the visualization of genetic and phenotypic data in pedigrees
    • Voorrips RE, Bink MCAM, van de WegWE. Pedimap: software for the visualization of genetic and phenotypic data in pedigrees. J Hered 2012; 103: 903-907.
    • (2012) J Hered , vol.103 , pp. 903-907
    • Voorrips, R.E.1    Bink, M.C.A.M.2    Van De Weg, W.E.3
  • 29
    • 84907856979 scopus 로고    scopus 로고
    • Bayesian QTL analyses using pedigreed families of an outcrossing species, with application to fruit firmness in apple
    • Bink MCAM, Jansen J, Madduri M et al. Bayesian QTL analyses using pedigreed families of an outcrossing species, with application to fruit firmness in apple. Theor Appl Genet 2014; 127: 1073-1090.
    • (2014) Theor Appl Genet , vol.127 , pp. 1073-1090
    • McAm, B.1    Jansen, J.2    Madduri, M.3
  • 30
    • 84907815005 scopus 로고    scopus 로고
    • Development and validation of a 20K single nucleotide polymorphism (SNP) whole genome genotyping array for apple (Malus) domestica Borkh)
    • Bianco L, Cestaro A, Sargent DJ et al. Development and validation of a 20K single nucleotide polymorphism (SNP) whole genome genotyping array for apple (Malus domestica Borkh). PLoS One 2014; 9: e110377.
    • (2014) PLoS One , vol.9 , pp. e110377
    • Bianco, L.1    Cestaro, A.2    Sargent, D.J.3
  • 31
    • 84857433347 scopus 로고    scopus 로고
    • Genome-wide SNP detection, validation, and development of an 8K SNP array for apple
    • ChagnéD, Crowhurst RN, Troggio Met al. Genome-wide SNP detection, validation, and development of an 8K SNP array for apple. PLoS One 2012; 7: e31745.
    • (2012) PLoS One , vol.7 , pp. e31745
    • Chagnéd1    Crowhurst, R.N.2    Troggio, M.3
  • 32
    • 84862518679 scopus 로고    scopus 로고
    • A phasing and imputation method for pedigreed populations that results in a single-stage genomic evaluation
    • Hickey JM, Kinghorn BP, Tier B, van der Werf JH, Cleveland MA. A phasing and imputation method for pedigreed populations that results in a single-stage genomic evaluation. Genet Sel Evol 2012; 44: 9.
    • (2012) Genet Sel Evol , vol.44 , pp. 9
    • Hickey, J.M.1    Kinghorn, B.P.2    Tier, B.3    Van Der Werf, J.H.4    Cleveland, M.A.5
  • 34
    • 85026514988 scopus 로고    scopus 로고
    • R Core Team. R: A language and environment for statistical computing. [Internet]. Vienna: R Foundation for Statistical Computing
    • R Core Team. R: A language and environment for statistical computing. [Internet]. Vienna: R Foundation for Statistical Computing; 2014. Available at http://www.Rproject. org/.
    • (2014)
  • 36
    • 84865540144 scopus 로고    scopus 로고
    • The importance of identity-by-state information for the accuracy of genomic selection
    • Luan T, Woolliams JA, Ødegard J et al. The importance of identity-by-state information for the accuracy of genomic selection. Genet Sel Evol 2012; 44: 28.
    • (2012) Genet Sel Evol , vol.44 , pp. 28
    • Luan, T.1    Woolliams, J.A.2    Ødegard, J.3
  • 38
    • 84863581942 scopus 로고    scopus 로고
    • The importance of information on relatives for the prediction of genomic breeding values and the implications for the makeup of reference data sets in livestock breeding schemes
    • Clark SA, Hickey JM, Daetwyler HD, van der Werf JH. The importance of information on relatives for the prediction of genomic breeding values and the implications for the makeup of reference data sets in livestock breeding schemes. Genet Sel Evol 2012; 44: 4.
    • (2012) Genet Sel Evol , vol.44 , pp. 4
    • Clark, S.A.1    Hickey, J.M.2    Daetwyler, H.D.3    Van Der Werf, J.H.4
  • 40
    • 77952787476 scopus 로고    scopus 로고
    • The impact of genetic relationship information on genomic breeding values in German Holstein cattle
    • Habier D, Tetens J, Seefried F-R, Lichtner P, Thaller G. The impact of genetic relationship information on genomic breeding values in German Holstein cattle. Genet Sel Evol 2010; 42: 5.
    • (2010) Genet Sel Evol , vol.42 , pp. 5
    • Habier, D.1    Tetens, J.2    Seefried, F.-R.3    Lichtner, P.4    Thaller, G.5
  • 41
    • 82155163139 scopus 로고    scopus 로고
    • Reliability of direct genomic values for animals with different relationships within and to the reference population
    • Pszczola M, Strabel T, Mulder HA, Calus MPL. Reliability of direct genomic values for animals with different relationships within and to the reference population. J Dairy Sci 2012; 95: 389-400.
    • (2012) J Dairy Sci , vol.95 , pp. 389-400
    • Pszczola, M.1    Strabel, T.2    Mulder, H.A.3    Mpl, C.4
  • 42
    • 80455129984 scopus 로고    scopus 로고
    • Persistence of accuracy of genomic estimated breeding values over generations in layer chickens
    • Wolc A, Arango J, Settar P et al. Persistence of accuracy of genomic estimated breeding values over generations in layer chickens. Genet Sel Evol 2011; 43: 23.
    • (2011) Genet Sel Evol , vol.43 , pp. 23
    • Wolc, A.1    Arango, J.2    Settar, P.3
  • 43
    • 84903122894 scopus 로고    scopus 로고
    • Evaluation of genomic selection training population designs and genotyping strategies in plant breeding programs using simulation
    • Hickey JM, Dreisigacker S, Crossa J et al. Evaluation of genomic selection training population designs and genotyping strategies in plant breeding programs using simulation. Crop Sci 2014; 54: 1476.
    • (2014) Crop Sci , vol.54 , pp. 1476
    • Hickey, J.M.1    Dreisigacker, S.2    Crossa, J.3
  • 45
    • 84919754561 scopus 로고    scopus 로고
    • MetaQTL analysis provides a compendium of genomic loci controlling fruit quality traits in apple
    • Costa F. MetaQTL analysis provides a compendium of genomic loci controlling fruit quality traits in apple. Tree Genet Genomes 2015; 11: 819.
    • (2015) Tree Genet Genomes , vol.11 , pp. 819
    • Costa, F.1
  • 46
    • 41149110040 scopus 로고    scopus 로고
    • Dissecting apple tree architecture into genetic, ontogenetic and environmental effects: Mixed linear modelling of repeated spatial and temporal measures
    • Segura V, Cilas C, Costes E. Dissecting apple tree architecture into genetic, ontogenetic and environmental effects: mixed linear modelling of repeated spatial and temporal measures. New Phytol 2008; 178: 302-314.
    • (2008) New Phytol , vol.178 , pp. 302-314
    • Segura, V.1    Cilas, C.2    Costes, E.3
  • 47
    • 33746710353 scopus 로고    scopus 로고
    • Both stable and unstable QTLs for resistance to powdery mildew are detected in apple after four years of field assessments
    • Calenge F, Durel C-E. Both stable and unstable QTLs for resistance to powdery mildew are detected in apple after four years of field assessments. Mol Breed 2006; 17: 329-339.
    • (2006) Mol Breed , vol.17 , pp. 329-339
    • Calenge, F.1    Durel, C.-E.2
  • 48
    • 1642423750 scopus 로고    scopus 로고
    • Quantitative trait loci (QTL) analysis reveals both broad-spectrum and isolate-specific QTL for scab resistance in an apple progeny challenged with eight isolates of Venturia inaequalis
    • Calenge F, Faure A, GoerreMet al. Quantitative trait loci (QTL) analysis reveals both broad-spectrum and isolate-specific QTL for scab resistance in an apple progeny challenged with eight isolates of Venturia inaequalis. Phytopathology 2004; 94: 370-379.
    • (2004) Phytopathology , vol.94 , pp. 370-379
    • Calenge, F.1    Faure, A.2    Goerre, M.3
  • 49
    • 65349151862 scopus 로고    scopus 로고
    • Two distinct major QTL for resistance to fire blight co-localize on linkage group 12 in apple genotypes 'Evereste' and Malus floribunda clone 821
    • Durel C-E, DenancéC, Brisset M-N. Two distinct major QTL for resistance to fire blight co-localize on linkage group 12 in apple genotypes 'Evereste' and Malus floribunda clone 821. Genome 2009; 52: 139-147.
    • (2009) Genome , vol.52 , pp. 139-147
    • Durel, C.-E.1    Denancéc2    Brisset, M.-N.3
  • 50
    • 49749113285 scopus 로고    scopus 로고
    • Identification and stability of QTLs for fruit quality traits in apple
    • Kenis K, Keulemans J, Davey MW. Identification and stability of QTLs for fruit quality traits in apple. Tree Genet Genomes 2008; 4: 647-661.
    • (2008) Tree Genet Genomes , vol.4 , pp. 647-661
    • Kenis, K.1    Keulemans, J.2    Davey, M.W.3
  • 51
    • 77954740521 scopus 로고    scopus 로고
    • QTL dynamics for fruit firmness and softening around an ethylene-dependent polygalacturonase gene in apple (Malus 3 domestica Borkh
    • Costa F, Peace CP, Stella S et al. QTL dynamics for fruit firmness and softening around an ethylene-dependent polygalacturonase gene in apple (Malus 3 domestica Borkh.). J Exp Bot 2010; 61: 3029-3039.
    • (2010) J Exp Bot , vol.61 , pp. 3029-3039
    • Costa, F.1    Peace, C.P.2    Stella, S.3
  • 52
    • 80053267899 scopus 로고    scopus 로고
    • Deciphering the genetic determinism of bud phenology in apple progenies: A new insight into chilling and heat requirement effects on flowering dates and positional candidate genes
    • Celton J-M, Martinez S, Jammes M-J et al. Deciphering the genetic determinism of bud phenology in apple progenies: A new insight into chilling and heat requirement effects on flowering dates and positional candidate genes. New Phytol 2011; 192: 378-392.
    • (2011) New Phytol , vol.192 , pp. 378-392
    • Celton, J.-M.1    Martinez, S.2    Jammes, M.-J.3
  • 53
    • 0031818865 scopus 로고    scopus 로고
    • Molecular-marker analysis of quantitative traits for growth and development in juvenile apple trees
    • Conner PJ, Brown SK, Weeden NF. Molecular-marker analysis of quantitative traits for growth and development in juvenile apple trees. Theor Appl Genet 1998; 96: 1027-1035.
    • (1998) Theor Appl Genet , vol.96 , pp. 1027-1035
    • Conner, P.J.1    Brown, S.K.2    Weeden, N.F.3
  • 54
    • 84949974988 scopus 로고    scopus 로고
    • Genome-enabled estimates of additive and non-Additive genetic variances and prediction of apple phenotypes across environments
    • Kumar S, Molloy C, Munoz P, Daetwyler H, Chagne D, Volz R. Genome-enabled estimates of additive and non-Additive genetic variances and prediction of apple phenotypes across environments. G3 GenesGenomesGenetics. 2015; 5: 2711-2718.
    • (2015) G3 GenesGenomesGenetics , vol.5 , pp. 2711-2718
    • Kumar, S.1    Molloy, C.2    Munoz, P.3    Daetwyler, H.4    Chagne, D.5    Volz, R.6
  • 55
    • 66249122107 scopus 로고    scopus 로고
    • Mapping genes for complex traits in domestic animals and their use in breeding programmes
    • Goddard ME, Hayes BJ. Mapping genes for complex traits in domestic animals and their use in breeding programmes. Nat Rev Genet 2009; 10: 381-391.
    • (2009) Nat Rev Genet , vol.10 , pp. 381-391
    • Goddard, M.E.1    Hayes, B.J.2
  • 56
    • 84915749297 scopus 로고    scopus 로고
    • Linkage disequilibrium with linkage analysis of multiline crosses reveals different multiallelic QTL for hybrid performance in the flint and dent heterotic groups of maize
    • Giraud H, Lehermeier C, Bauer E et al. Linkage disequilibrium with linkage analysis of multiline crosses reveals different multiallelic QTL for hybrid performance in the flint and dent heterotic groups of maize. Genetics 2014; 198: 1717-1734.
    • (2014) Genetics , vol.198 , pp. 1717-1734
    • Giraud, H.1    Lehermeier, C.2    Bauer, E.3
  • 57
    • 54449097329 scopus 로고    scopus 로고
    • Accuracy of predicting the genetic risk of disease using a genome-wide approach
    • Daetwyler HD, Villanueva B, Woolliams JA. Accuracy of predicting the genetic risk of disease using a genome-wide approach. PLoS One 2008; 3: e3395.
    • (2008) PLoS One , vol.3 , pp. e3395
    • Daetwyler, H.D.1    Villanueva, B.2    Woolliams, J.A.3
  • 58
    • 80755167697 scopus 로고    scopus 로고
    • Using the genomic relationship matrix to predict the accuracy of genomic selection
    • Goddard ME, Hayes BJ, Meuwissen TH. Using the genomic relationship matrix to predict the accuracy of genomic selection. J Anim Breed Genet 2011; 128: 409-421.
    • (2011) J Anim Breed Genet , vol.128 , pp. 409-421
    • Goddard, M.E.1    Hayes, B.J.2    Meuwissen, T.H.3
  • 59
    • 79953028464 scopus 로고    scopus 로고
    • Genomic selection in forest tree breeding
    • Grattapaglia D, Resende MDV. Genomic selection in forest tree breeding. Tree Genet Genomes 2011; 7: 241-255.
    • (2011) Tree Genet Genomes , vol.7 , pp. 241-255
    • Grattapaglia, D.1    Mdv, R.2
  • 62
    • 84873991295 scopus 로고    scopus 로고
    • Bayesian methods for estimating GEBVs of threshold traits
    • Wang C-L, Ding X-D, Wang J-Y et al. Bayesian methods for estimating GEBVs of threshold traits. Heredity 2013; 110: 213-219.
    • (2013) Heredity , vol.110 , pp. 213-219
    • Wang, C.-L.1    Ding, X.-D.2    Wang, J.-Y.3
  • 63
    • 84904401598 scopus 로고    scopus 로고
    • Reduction in accuracy of genomic prediction for ordered categorical data compared to continuous observations
    • Kizilkaya K, Fernando RL, Garrick DJ. Reduction in accuracy of genomic prediction for ordered categorical data compared to continuous observations. Genet Sel Evol 2014; 46: 37.
    • (2014) Genet Sel Evol , vol.46 , pp. 37
    • Kizilkaya, K.1    Fernando, R.L.2    Garrick, D.J.3
  • 64
    • 0031847956 scopus 로고    scopus 로고
    • Utilization of pedigree information to estimate genetic parameters from large unbalanced data sets in apple
    • Durel CE, Laurens F, Fouillet A, Lespinasse Y. Utilization of pedigree information to estimate genetic parameters from large unbalanced data sets in apple. Theor Appl Genet 1998; 96: 1077-1085.
    • (1998) Theor Appl Genet , vol.96 , pp. 1077-1085
    • Durel, C.E.1    Laurens, F.2    Fouillet, A.3    Lespinasse, Y.4
  • 66
    • 67849094221 scopus 로고    scopus 로고
    • Genomic selection using low-density marker panels
    • Habier D, Fernando RL, Dekkers JCM. Genomic selection using low-density marker panels. Genetics 2009; 182: 343-353.
    • (2009) Genetics , vol.182 , pp. 343-353
    • Habier, D.1    Fernando, R.L.2    Jcm, D.3
  • 67
    • 84882682519 scopus 로고    scopus 로고
    • Practical implementation of cost-effective genomic selection in commercial pig breeding using imputation
    • Cleveland MA, Hickey JM. Practical implementation of cost-effective genomic selection in commercial pig breeding using imputation. J Anim Sci 2013; 91: 3583-3592.
    • (2013) J Anim Sci , vol.91 , pp. 3583-3592
    • Cleveland, M.A.1    Hickey, J.M.2
  • 68
    • 0030442458 scopus 로고    scopus 로고
    • Founding clones, inbreeding, coancestry, and status number of modern apple cultivars
    • Noiton DAM, Alspach PA. Founding clones, inbreeding, coancestry, and status number of modern apple cultivars. J Am Soc Hortic Sci 1996; 121: 773-782.
    • (1996) J Am Soc Hortic Sci , vol.121 , pp. 773-782
    • Dam, N.1    Alspach, P.A.2
  • 69
    • 70350536941 scopus 로고    scopus 로고
    • Towards improvement of marker assisted selection of apple scab resistant cultivars: Venturia inaequalis virulence surveys and standardization of molecular marker alleles associated with resistance genes
    • Patocchi A, Frei A, Frey JE, Kellerhals M. Towards improvement of marker assisted selection of apple scab resistant cultivars: Venturia inaequalis virulence surveys and standardization of molecular marker alleles associated with resistance genes. Mol Breed 2009; 24: 337-347.
    • (2009) Mol Breed , vol.24 , pp. 337-347
    • Patocchi, A.1    Frei, A.2    Frey, J.E.3    Kellerhals, M.4


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