Chapter 16 – Possibilities for <strong>marker</strong>-<strong>assisted</strong> <strong>selection</strong> <strong>in</strong> aquaculture breed<strong>in</strong>g schemes 323Dodds, K.G., Tate, M.L., McEwan, J.C. & Crawford, A.M. 1996. Exclusion probabilities for pedigreetest<strong>in</strong>g farm animals. Theor. Appl. Genet. 92: 966–975.Doyle, R.W. & Herb<strong>in</strong>ger, C.M. 1994. The use of DNA f<strong>in</strong>gerpr<strong>in</strong>t<strong>in</strong>g for high-<strong>in</strong>tensity with<strong>in</strong>family<strong>selection</strong> <strong>in</strong> fish breed<strong>in</strong>g. Proc. 5th Wrld. Congr. Genetics Appl. Livest. Prodn. pp. 364–371.Guelph, Ontario. Department of Animal and Poultry Science, University of Guelph.Estoup, A., Gharbi, K., SanCristobal, M., Chevalet, C., Haffray, P. & Guyomard, R. 1998Parentage assignment us<strong>in</strong>g microsatellites <strong>in</strong> turbot (Scophthalmus maximus) and ra<strong>in</strong>bow trout(Oncorhynchus mykiss) hatchery populations. Can. J. Fish. Aquat. Sci. 55: 715–725.Falconer, D.S. & Mackay, T.F.C. 1996. Introduction to quantitative genetics, 4th edition. Harlow, UK,Longman Publish<strong>in</strong>g.FAO. 2003. FAOSTAT statistical database. (available at http://faostat.fao.org).Fernando, R.L. & Grossman, M. 1989. Marker-<strong>assisted</strong> <strong>selection</strong> us<strong>in</strong>g best l<strong>in</strong>ear biased prediction.Genet. Sel. Evol. 21: 467–477.Geldermann, H. 1975. Investigations on <strong>in</strong>heritance of quantitative characters <strong>in</strong> animals by gene<strong>marker</strong>s. I. Methods. Theor. Appl. Genet. 46: 319–330.Gilbey, A., Verspoor, E., McLay, A. & Houlihan, D. 2004. A microsatellite l<strong>in</strong>kage map for Atlanticsalmon (Salmo salar). Anim. Genet. 35: 98–105.Gjedrem, T. & Olesen, I. 2005. Basic statistical parameters. In T. Gjedrem, ed. Selection and breed<strong>in</strong>gprograms <strong>in</strong> aquaculture, pp. 45–72. Doordrecht, Netherlands, Spr<strong>in</strong>ger.Gjerde, B., Mahapatra, K.D., Reddy, P.V.G.K., Saha, J.N., Jana, R.K. & Rye, M. 2003. Genetic andphenotypic parameters for growth <strong>in</strong> rohu (Labeo rohita) <strong>in</strong> mono- and polyculture productionsystems. In Proc. 8th Internat. Symp. Genet. <strong>in</strong> Aquaculture, p. 85. Puerto Varas, Chile.Gjerde, B., Terjesen, B.F., Barr, Y., Le<strong>in</strong>, I. & Thorland, I. 2004. Genetic variation for juvenile growthand survival <strong>in</strong> Atlantic cod (Gadus morhua). Aquaculture 236: 167–177.Grundy, B., Villanueva, B. & Woolliams, J.A. 1998. Dynamic <strong>selection</strong> procedures for constra<strong>in</strong>ed<strong>in</strong>breed<strong>in</strong>g and their consequences for pedigree development. Genet. Res. 72: 159–168.Grundy B., Villanueva B. & Woolliams J. 2000. Dynamic <strong>selection</strong> for maximiz<strong>in</strong>g response withconstra<strong>in</strong>ed <strong>in</strong>breed<strong>in</strong>g <strong>in</strong> schemes with overlapp<strong>in</strong>g generations. Anim. Sci. 70 373–382.Hanset, R. 1975. Probabilité d’exclusion de paternité et de monozygotie, probabilité de similtude.Généralisation à N alleles co-dom<strong>in</strong>ants. Ann. Med. Vet. 119: 71–80.Henderson, C.R. 1984. Applications of l<strong>in</strong>ear models <strong>in</strong> animal breed<strong>in</strong>g. Guelph, Ontario,Canada,Guelph Univ. Press.Herb<strong>in</strong>ger, C.M., Doyle, R.W., Pitman, E.R., Paquet, D., Mesa, K.A., Morris, D.B., Wright, J.M.& Cook, D. 1995. DNA f<strong>in</strong>gerpr<strong>in</strong>t-based analysis of paternal and maternal effects on offspr<strong>in</strong>ggrowth and survival <strong>in</strong> communally reared ra<strong>in</strong>bow trout. Aquaculture 137: 245–256.Hubert, S. & Hedgecock, D. 2004. L<strong>in</strong>kage maps of microsatellite DNA <strong>marker</strong>s for the Pacificoyster Crassostrea gigas. Genetics 168: 351–362.Hospital, F. & Charcosset, A. 1997. Marker-<strong>assisted</strong> <strong>in</strong>trogression of quantitative trait loci. Genetics147: 1469–1485.Jackson, T.R., Ferguson, M.M., Danzmann, R.G., Fishback, A.G., Ihssen, P.E., O’Connell, M. &Crease, T.J. 1998. Identification of two QTL <strong>in</strong>fluenc<strong>in</strong>g upper temperature tolerance <strong>in</strong> threera<strong>in</strong>bow trout (Onchorhynchus mykiss) half-sib families. Heredity 80: 143–151.Jackson, T.R., Mart<strong>in</strong>-Robichaud, D.J. & Reith, M.E. 2003. Application of DNA <strong>marker</strong>s to the managementof Atlantic halibut (Hippoglossus hippoglossus) broodstock. Aquaculture 220: 245–259.
324Marker-<strong>assisted</strong> <strong>selection</strong> – Current status and future perspectives <strong>in</strong> crops, livestock, forestry and fishJamieson, A. & Taylor, S.C.S. 1997. Comparisons of three probability formulae for parentage exclusion.Anim. Genet. 28: 397–400.Kashi, Y., Hallerman, E. & Soller, M. 1990. Marker-<strong>assisted</strong> <strong>selection</strong> of candidate bulls for progenytest<strong>in</strong>g programs. Anim. Prod. 51: 63–74.Khoo, S.K., Ozaki, A., Nakamura, F., Arakawa, T., Ishimoto, S., Nikolov, R., Sakamoto, T.,Akatsu, T., Mochuzuki, M., Denda, I. & Okamoto, N. 2004. Identification of a novel chromosomalregion associated with <strong>in</strong>fectious hematopoietic necrosis (IHN) resistance <strong>in</strong> ra<strong>in</strong>bow trout,Oncorhynchus mykiss. Fish Path. 39: 95–101.Kocher, T.D., Lee, W.J., Sobolewska, H., Penman, D. & McAndrew, B. 1998 A genetic l<strong>in</strong>kage mapof a cichlid fish, the tilapia (Oreochromis niloticus). Genetics 148: 1225–1232.Koudandé, O.D., Iraqi, F., Thomson, P.C., Teale, A.J. & van Arendonk, J.A.M. 2000. Strategies tooptimize <strong>marker</strong>-<strong>assisted</strong> <strong>in</strong>trogression of multiple l<strong>in</strong>ked QTL. Mamm. Genome 11:145–150.Lande, R. & Thompson, R. 1990. Efficiency of <strong>marker</strong>-<strong>assisted</strong> <strong>selection</strong> <strong>in</strong> the improvement ofquantitative traits. Genetics 124:743–756.Leder, E.H., Danzmann, R.G. & Ferguson, M.M. 2006. The candidate gene, Clock, localizes to astrong spawn<strong>in</strong>g time quantitative trait locus region <strong>in</strong> ra<strong>in</strong>bow trout. J. Heredity 97: 74–80.Lee, B.-Y., Penman, D.J. & Kocher, T.D. 2003. Identification of the sex-determ<strong>in</strong><strong>in</strong>g region <strong>in</strong> tilapia(Oreochromis niloticus) us<strong>in</strong>g bulked segregant analysis. Anim. Genet. 34: 379–383.Lee, B.-Y., Hulata, G. & Kocher, T.D. 2004. Two unl<strong>in</strong>ked loci control the sex of blue tilapia(Oreochromis aureus). Heredity 92: 543–549.Lee, B.-Y., Lee, W.J., Streelman, T., Carleton, K.L., Howe, A.E., Hulata, G., Slettan, A., Stern, J.E.,Terai, Y. & Kocher, T.D. 2005. A second-generation genetic l<strong>in</strong>kage map of tilapia (Oreochromisspp.). Genetics 170: 237–244.Li, Y., Byrne, K., Miggiano, E., Whan, V., Moore, S., Keys, S., Crocos, P., Preston, N. & Lehnert,S. 2003. Genetic mapp<strong>in</strong>g of the kuruma prawn (Penaeus japonicus) us<strong>in</strong>g AFLP <strong>marker</strong>s.Aquaculture 219: 143–156.Li, L., Xiang, J., Liu, X., Zhang, Y., Dong, B. & Zhang, X. 2005. Construction of AFLP-basedgenetic l<strong>in</strong>kage map for Zhikong scallop, Chlamys farreri Jones et Preston and mapp<strong>in</strong>g of sexl<strong>in</strong>ked<strong>marker</strong>s. Aquaculture 245: 63–73.Liu, Z., Karsi, A., Li, P., Cao, D. & Dunham, R. 2003. An AFLP-based genetic l<strong>in</strong>kage map ofchannel catfish (Ictalurus punctatus) constructed by us<strong>in</strong>g an <strong>in</strong>terspecific hybrid resource family.Genetics 165: 687–694.Mack<strong>in</strong>non, M.J. & Georges, M.A.J. 1998. Marker-<strong>assisted</strong> pre<strong>selection</strong> of young dairy sires prior toprogeny-test<strong>in</strong>g. Livest. Prod. Sci. 54: 229–250.Mart<strong>in</strong>ez, V.A., Hill, W.G. & Knott, S.A. 2002. On the use of double haploids for detect<strong>in</strong>g QTL <strong>in</strong>outbred populations. Heredity 88: 423–431.Mart<strong>in</strong>ez, V., Thorgaard, G., Robison, B. & Sillanpää, M.J. 2005. An application of Bayesian QTLmapp<strong>in</strong>g to early development <strong>in</strong> double haploid l<strong>in</strong>es of ra<strong>in</strong>bow trout <strong>in</strong>clud<strong>in</strong>g environmentaleffects. Genet. Res. Camb. 86: 209–221.Martyniuk, C.J., Perry, G.M.L., Mogahadam, H.K., Ferguson, M.M. & Danzmann, R.G. 2003.The genetic architecture of correlations among growth-related traits and male age at maturation <strong>in</strong>ra<strong>in</strong>bow trout. J. Fish Biol. 63: 746–764.May, B. & Johnson, J.E. 1990. Composite l<strong>in</strong>kage map of salmonid fishes. In S.J. O’Brien, ed.Genetic maps, 5th edition, pp. 4.151–4.159. Cold Spr<strong>in</strong>g Harbor, NY, USA, Cold Spr<strong>in</strong>g HarborLaboratory Press.
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iiiContentsAcknowledgementsForeword
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Section v - marker-assisted selecti
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viiForewordSince almost the beginni
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ixAbbreviations and acronymsAATFAB-
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xiFIVIMSFNPFSCFSILGABIGASGCAGCPGDPG
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xiiiOBMOECDOIEOPVPAGEPBRsPCRPGRFAPI
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xvContributorsAmalia BaroneProfesso
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xviiElcio Perpétuo GuimarãesSenio
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xixAndrea SonninoSenior Agricultura
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Chapter 1Marker-assisted selection
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This book provides a comprehensive