Abstract
Molecular breeding is defined as the application of molecular genetic tools to plant breeding. In this paper the application of population and quantitative genetics principles to plant breeding and the implications of those principles for the use of molecular genetic tools are discussed. The ability to transform plants and thus introduce genes from any species into a crop plant or to develop entirely new genes has greatly broadened the germplasm base for plant breeders. At the same time, this ability has created a set of problems, the solutions of which require application of population genetic theory. The availability of molecular markers has brought a rebirth of interest in quantitative genetics. It is now possible to identify chromosome segments which control quantitative traits and follow those traits in breeding. In addition, use of quantitative genetic principles provides a way of utilizing gene expression data as a plant breeding tool.
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References
Bailey TB Jr (1977) Selection limits in self-fertilizing populations following the cross of homozygous lines. In: Proc. Int. Conf. Quant. Genet., Pollak E et al. (eds.), Iowa State Univ. Press, Ames, IA.
Begley S (2003) Biologists hail dawn of a new approach: don’t shoot the radio. Wall Street Journal. Feb. 21 p. B1, New York.
Bernardo R (2001) What if we knew all the genes for a quantitative trait? Crop Sci. 41: 1–4.
Bernardo R (2002) Breeding for quantitative traits in plants. Stemma press, Woodbury, MN.
Clark AG (1998) Limits to prediction of phenotypes from knowledge of genotypes. In: Limits to knowledge in evolutionary biology. Univ. California, Riverside.
Dudley JW (1993) Molecular markers in plant improvement: Manipulation of genes affecting quantitative traits. Crop Sci. 33: 660–668.
Dudley JW (2002) Integrating molecular techniques into quantitative genetics and plant breeding. In: Quantitative genetics, genomics and plant breeding, Kang MS (ed.), CABI publishing, New York.
Eathington SR, Dudley JW, Rufener GK II (1997) Usefulness of marker-QTL associations in early generation selection. Crop Sci. 37: 1686–1693.
Falconer DS (1989) Introduction to quantitative genetics. John Wiley & Sons, NY
Hospital F (2002) Marker-assisted back-cross breeding: a case study in genotype-building theory. In: Quantitative genetics, genomics, and plant breeding, Kang MS (ed.), CABI publishing, New York.
International Life Sciences Institute: Health and Environmental Sciences Institute (1998) An evaluation of insect resistance management in Bt field corn: A science-based framework for risk assessment and risk management. ILSI Press, Washington, D.C. Available at http://www.ilsi.org/file/h5_IRM.pdf (verified 2/21/03).
Johnson GR (2004) Marker assisted selection. Plant Breed Rev. (in press).
Johnson GR, Mumm RH (1996) Marker assisted maize breeding. In: Proceedings of the fiftyfirst annual maize & sorghum research conference. Amer. Seed Trade Assn, Washington, D.C.
Johnson L (2001) Marker assisted sweet corn breeding: A model for specialty crops. In: Proceedings of the 56th annual corn & Sorghum research conference. Amer. Seed Trade Assn, Washington, D.C.
Lamkey KR, Schnicker BJ, Melchinger AE (1995) Epistasis in an elite maize hybrid and choice of generation for inbred line development. Crop Sci. 35: 1272–1281.
Lee M (1995) DNA markers and plant breeding programs. Adv. Agron. 55: 265–344.
Liu BH (1998) Statistical genomics, linkage mapping, and QTL analysis. CRC Press, Boca Raton, FL.
Mumm RH, Dudley JW (1994) A classification of 148 U.S. maize inbreds: I. Cluster analysis based on RFLPs. Crop Sci. 34: 842–851.
Onstad DW, Guse CA (1999) Economic analysis of transgenic maize and nontransgenic refuges for managing European corn borer (Lepidoptera: Pyralidae) J. Econ. Entom. 1256–1265.
Panter DM, Allen FL (1995) Using best linear unbiased predictions to enhance breeding for yield in soybean. I: choosing parents. Crop Sci. 35: 397–404.
Romero-Severson J, Smith JSC, Ziegle J, Hauser J, Joe L, Hookstra G (2001) Pedigree analysis and haplotype sharing within diverse groups of Zea mays L. inbreds. Theor. Appl. Genet. 103: 567–574.
Rosenberg A (1985) The structure of biological science. Cambridge Univ. Press. Cambridge, UK.
Sax K (1923) The association of size differences with seed coat pattern and pigmentation in Phaseolus vulgaris. Genetics 8: 552–560.
Schnell FW (1983) Probleme der Elternwahl-Ein Uberblick. In: Arbeitstagung der Arbeitsgemeinschaft der Saatzuchtleiter in Gumpenstein, Austria. Nov. 22–24 1983. pp. 1–11. Verlag and Druck der Bundesanstalt fur alpenlandische Landwirtschaft. Gumpenstein, Austria.
Smith H F (1936) A discriminant function for plant selection. Ann. Eug. 7: 240–250.
Sneller CH (2003) Impact of transgenic genotypes and subdivision on diversity within elite North American germplasm. Crop Sci. 43: 409–414.
Toledo JFF (1992) Mid parent and coefficient of parentage as predictors for screening among single crosses for their inbreeding potential. Rev. Brasil. Genet. 15: 429–437.
Walsh B (2004) Population and quantitative genetic models of selection limits. Plant Breed. Rev. (in press).
Ye XD, Al-Babili S, Kloti A, Zhang J, Lucca P, Beyer P, Potrykus I (2000) Engineering the provitamin A(beta-carotene) biosynthetic pathway into (carotenoid-free) rice endosperm. Science 287: 303–305.
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Dudley, J.W. (2004). Population and Quantitative Genetic Aspects of Molecular Breeding. In: Hopkins, A., Wang, ZY., Mian, R., Sledge, M., Barker, R.E. (eds) Molecular Breeding of Forage and Turf. Developments in Plant Breeding, vol 11. Springer, Dordrecht. https://doi.org/10.1007/1-4020-2591-2_24
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DOI: https://doi.org/10.1007/1-4020-2591-2_24
Publisher Name: Springer, Dordrecht
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