Skip to main content
SpringerLink
Log in

Gene-Assisted Selection Applications of Association Genetics for Forest Tree Breeding

  • Chapter
Association Mapping in Plants

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Log in via an institution
Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

10.11 References

  • Allison, D.B., 1997, Transmission-disequilibrium tests for quantitative traits. Genetics 60:676-690.

    CAS  Google Scholar 

  • Ball, R.D., 2001, Bayesian methods for quantitative trait loci mapping based on model selection: approximate analysis using the Bayesian Information Criterion. Genetics 159:1351-1364.

    PubMed  CAS  Google Scholar 

  • Ball, R.D., 2005, Experimental designs for reliable detection of linkage disequilibrium in unstructured random population association studies. Genetics 170:859-873.

    Article  PubMed  CAS  Google Scholar 

  • Beavis, W.D., 1994, The power and deceit of QTL experiments: lessons from comparative QTL studies. pp. 250-266. In: Proceedings of the 49th Annual Corn and Sorghum Industry Research Conference. American Seed Trade Association, Washington, DC.

    Google Scholar 

  • Bonga, J.M., von Aderkas, P., 1993, Rejuvenation of tissues from mature conifersand its implications for propagation in vitro. In: Clonal Forestry (Eds. M.R. Ahuja, W.J. Libby) pp. 182-199. Springer-Verlag, Berlin Heidelberg.

    Google Scholar 

  • Bradshaw, H.D., Stettler, R.F., 1995, Molecular genetics of growth and development in Populus. IV. Mapping QTLs with large effects on growth, form, and phenology traits in a forest tree. Genetics 139:963-973.

    CAS  Google Scholar 

  • Brown, G.R., Bassoni, D.L., Gill, G.P., Fontana, J.R., Wheeler, N.C., Megraw, R.A., Davis, M.F., Sewell, M.M., Tuskan, G.A., Neale, D.B., 2003, Identification of quantitative trait loci influencing wood property traits in loblolly pine (Pinus taeda L.) III. QTL Verification and candidate gene mapping. Genetics 164:1537-1546.

    PubMed  CAS  Google Scholar 

  • Brown, G.R., Gill, G.P., Kuntz, R.J., Beal, J.A., Nelson, C.D., Wheeler, N.C., Penttila, B., Roers, J., Neale, D.B., 2004a, Associations of candidate gene single nucleotide polymorphism with wood property phenotypes in loblolly pine (Abstr.). Plant and Animal Genome XII, 10-14 January 2006, San Diego, CA.

    Google Scholar 

  • Brown, G.R., Gill, G.P., Kuntz, R.J., Langley, C.H., Neale, D.B., 2004b, Nucleotide diversity and linkage disequilibrium in loblolly pine. Proceedings of the National Academy of Sciences of the United States of America 101:15255-15260.

    Article  CAS  Google Scholar 

  • Bucci, G., Menozzi, P., 1995, Genetic variation of RAPD markers in a Picea abies Karst. population. Heredity 75:188-197.

    Article  Google Scholar 

  • Burdon, R.D., 1982, The Roles and Optimal Place of Vegetative Propagation in Tree Breeding Strategies. In: Proceedings of IUFRO Meeting on Genetics and Breeding Strategies pp. 66-83. Sensenstein, Germany.

    Google Scholar 

  • Burdon, R.D., 1988, Recruitment for breeding populations: objectives, genetics, and implementation. In: Proceedings of Second International Conference on Quantitative Genetics (Eds. B.S. Weir, E.J. Eisen, M.M. Goodman, G. Namkoong) pp. 555 - 572. Sinauer, Sunderland, MA.

    Google Scholar 

  • Burdon, R.D., 1992, Genetic survey of Pinus radiata. 9: general discussion and implications for genetic management. New Zealand Journal of Forest Science 22:174-198.

    Google Scholar 

  • Burdon, R.D., 2001, Genetic diversity and disease resistance: some considerations for research, breeding and deployment. Canadian Journal of Forest Research 32:596-606.

    Article  Google Scholar 

  • Burdon, R.D., Namkoong, G., 1983, Multiple populations and sublines. Silvae Genetica 32:221-222.

    Google Scholar 

  • Burdon, R.D., Russell, J.H., 1999, Inbreeding depression in selfing experiments: statistical issues. Forest Genetics 5:179-189.

    Google Scholar 

  • Burdon, R.D., Firth, A., Low, C.B., Miller, M.A., 1998, Multi-site provenance trials of Pinus radiata in New Zealand. Forest Genetic Resources No 26. pp. 3-8. FAO, Rome.

    Google Scholar 

  • Bus, V.G., Gardiner, S.E., Bassett, H.C.M., Ranarunga, C., Rikkerink, E.H.A., 2000, Marker assisted selection for pest and disease resistance in the New Zealand apple breeding programme. Acta Horticulture 538:541-547.

    Google Scholar 

  • Casasoli, M., Derory, J., Morera-Dutrey, C., Brendel, O., Porth, I., Guehl, J.M., Villani, F., Kremer, A., 2006, Comparison of quantitative trait loci for adaptive traits between oak and chestnut based on an expressed sequence tag consensus map. Genetics 172:533-546.

    Article  PubMed  CAS  Google Scholar 

  • Cato, S.A., Pot, D., Kumar, S., Douglas, J., Gardner, R.C., Wilcox, P.L., 2006, Balancing selection in a dehydrin gene associated with increased wood density and decreased radial growth in Pinus radiata (Abstr.). Plant and Animal Genome XIV, 14-18 January 2006, San Diego, CA.

    Google Scholar 

  • Chagné, D., Brown, G., Lalanne, C., Madur, D., Pot, D., Neale, D., Plomion, C., 2003, Comparative genome and QTL mapping between maritime and loblolly pines. Molecular Breeding 12:185-195.

    Article  Google Scholar 

  • Deng, H.-W., 2001, Population admixture may appear to mask, change or reverse genetic effects of genes underlying complex traits. Genetics 159:1319-1323.

    PubMed  CAS  Google Scholar 

  • Devey, M.E., Delfino-Mix, A., Kinloch, B.B., Neale, D.B., 1995, Random amplified polymorphic DNA markers tightly linked to a gene for resistance to white pine blister rust in sugar pine. Proceedings of the National Academy of Sciences of the United States of America 92:2066-2070.

    Article  PubMed  CAS  Google Scholar 

  • Devey, M.E., Sewell, M.M., Uren, T.L., Neale, D.B., 1999, Comparative mapping in loblolly and radiata pine using RFLP and microsatellite markers. Theoretical and Applied Genetics 99:656-662.

    Article  CAS  Google Scholar 

  • Devey, M.E., Groom, K.A., Nolan, M.F., Bell, J.C., Dudzinski, M.J., Old, K.M., Matheson, A.C., Moran, G.F., 2004, Detection and verification of quantitative trait loci for resistance to Dothistroma needle blight in Pinus radiata. Theoretical and Applied Genetics 108:1056-1063.

    Article  PubMed  CAS  Google Scholar 

  • Dodds, K.G., Montgomery, G.W., Tate, M.L., 1993, Testing for linkage between a marker locus and a major gene locus in half-sib families. Journal of Heredity 84:43-48.

    Google Scholar 

  • Dupuis, J., Siegmund, D., 1999, Statistical methods for mapping quantitative trait loci from a dense set of markers. Genetics 151:373-386.

    PubMed  CAS  Google Scholar 

  • Dvornyk, V., Sirviö, A., Mikkonen, M., Savolainen, O., 2002, Low nucleotide diversity at the pal1 locus in the widely distributed Pinus sylvestris. Molecular Biology and Evolution 19:179-188.

    PubMed  CAS  Google Scholar 

  • Echt, C.S., Vendramin, C.D., Nelson, C.D., Marquardt, P., 1999, Microsatellite DNA as shared genetic markers among conifer species. Canadian Journal of Forest Research 29:365-371.

    Article  CAS  Google Scholar 

  • Epperson, B.K., Allard, R.W., 1987, Linkage disequilibrium between allozymes in natural populations of lodgepole pine. Genetics 115:341-352.

    PubMed  CAS  Google Scholar 

  • Evans, R., 1994, Rapid measurement of transverse measurements of tracheids in radial wood specimens of Pinus radiata. Holzforschung 48:168-172.

    Article  Google Scholar 

  • Evans, R., Kibblewhite, R.P., Stringer, S., 1999, Variation of microfibril angle, density and fibre orientation in twenty-nine Eucalyptus nitens trees. Appita Journal 50:487-494.

    Google Scholar 

  • Geburek, T., 1998, Genetic variation of Norway spruce (Picea abies [L.] Karst.) populations in Austria 1. Digenic disequilibrium and microspatial patterns derived from allozymes. Forest Genetics 5:221-230.

    Google Scholar 

  • Germer, S., Holland, M.J., Higuchi, R., 2000, High-throughput SNP allele-frequency determination in pooled DNA samples by kinetic PCR. Genome Research 10:258-266.

    Article  PubMed  CAS  Google Scholar 

  • Gupta, P.K., Rustgi, S., Kulwal, P.L., 2005, Linkage disequilibrium and association studies in higher plants: present status and future prospects. Plant Molecular Biology 57:461-485.

    Article  PubMed  CAS  Google Scholar 

  • Howe, G.T., Aitken, S.N., Neale, D.B., Jermstad, K.D., Wheeler, N.C., Chen, T.H.H., 2003, From genotype to phenotype: unravelling the complexities of cold adaptation in forest trees. Canadian Journal of Forest Research 33:1247-1266.

    Google Scholar 

  • Huntley, S.K., Ellis, D., Gilbert, M., Chapple, C., Mansfield, S.D., 2003, Significant increases in pulping efficiency in C4H-F5H transformed poplars: improved chemical savings and reduced environmental toxins. Journal of Agricultural Food Chemicals 51:6178-6183.

    Article  CAS  Google Scholar 

  • Ingvarsson, P.K., 2005, Nucleotide polymorphism and linkage disequilibrium within and among natural populations of European aspen (Populus tremula L., Salicaceae). Genetics 169:945-953.

    Article  PubMed  CAS  Google Scholar 

  • Jayawickrama, K.J.S., Carson, M.J., 2000, A breeding strategy for the New Zealand Radiata Pine Breeding Co-operative. Silvae Genetica 49:82-90.

    Google Scholar 

  • Johnson, G.R., Burdon, R.D., 1990, Family-site interaction in Pinus radiata: implications for progeny testing strategy and regionalised breeding in New Zealand. Silvae Genetica 39:55-62.

    Google Scholar 

  • Johnson, G.R., Wheeler, N.C., Strauss, S.H., 2000, Financial feasibility of marker-aided selection in Douglas-fir. Canadian Journal of Forest Research 30:1942-1952.

    Article  Google Scholar 

  • Jones, L., Ennos, A.R., Turner, S.R., 2001, Cloning and characterization of irregular xylem4 (irx4): a severely lignin-deficient mutant of Arabidopsis. The Plant Journal 26:205-216.

    Article  PubMed  CAS  Google Scholar 

  • Kerr, R.J., Goddard, M.E., 1997, Comparison between the use of MAS and clonal tests in tree breeding programmes. In: IUFRO ’97 Genetics of Radiata Pine (Eds. R.D. Burdon, J.M. Moore) pp. 297-303. Proceedings of NZFRI/IUFRO Conference 1-4 December and Workshop 5 December, Rotorua, New Zealand FRI Bulletin No. 203.

    Google Scholar 

  • Kinloch, B.B., Parks, G.K., Flower, C.W., 1970, White pine blister rust: simply inherited resistance in sugar pine. Science 167:193-195.

    Article  PubMed  Google Scholar 

  • Kirst, M.E., Myburg, A.A., Sederoff, R.R., 2003, Genetical genomics of Eucalytptus: combining expression profiling and genetic segregation analysis (Abstr.). Plant and Animal Genome XI, 11-15 January 2003, San Diego, CA.

    Google Scholar 

  • Kirst, M., Myers, R.M., De León, J.P.G., Kirst, M.E., Scott, J., Sederoff, R., 2004, Coordinated genetic regulation of growth and lignin revealed by quantitative trait locus analysis of cDNA microarray data in an interspecific backcross of eucalyptus. Plant Physiology 135:2368-2378.

    Article  PubMed  CAS  Google Scholar 

  • Krutovsky, K.V., Neale, D.B., 2005, Nucleotide diversity and linkage disequilibrium in cold hardiness and wood quality related candidate genes in Douglas-fir. Genetics 171:2029-2041.

    Article  PubMed  CAS  Google Scholar 

  • Kuang, H., Richardson, T.E., Carson, S.D., Bongarten, B., 1999, Genetic analysis of inbreeding depression in plus tree 850.55 of Pinus radiata D. Don. II. Genetics of viability genes. Theoretical and Applied Genetics 99:140-146.

    Google Scholar 

  • Kumar, S., Echt, C.S., Wilcox, P.L., Richardson, T.E., 2004, Testing for linkage disequilibrium in the New Zealand radiata pine breeding population. Theoretical and Applied Genetics 108:292-298.

    Article  PubMed  CAS  Google Scholar 

  • Lagercrantz, U., Ryman, N., 1990, Genetic structure of Norway spruce (Picea abies): concordance of morphological and allozymic variation. Evolution 44:38-53.

    Article  Google Scholar 

  • Long, A.D., Langley, C.H., 1999, The power of association studies to detect the contribution of candidate genetic loci to variation in complex traits. Genome Research 9:720-731.

    PubMed  CAS  Google Scholar 

  • Luo, Z.W., 1998, Detecting linkage disequilibrium between a polymorphic marker locus and a trait locus in natural populations. Heredity 80:198-208.

    Article  PubMed  Google Scholar 

  • Lynch, M., Walsh, B., 1997, Genetics and analysis of quantitative traits. Sinauer Associates, Sunderland, MA.

    Google Scholar 

  • Michelmore, R.W., Paran, I., Kesseli, R.V., 1991, Identification of markers linked to disease-resistance genes by bulked segregant analysis: a rapid method to detect markers in specific genomic regions by using segregating populations. Proceedings of the National Academy of Sciences of the United States of America 88:9828-9832.

    Article  PubMed  CAS  Google Scholar 

  • Mitton, J.B., 1992, The dynamic mating system of conifers. New Forests 6:187-216.

    Article  Google Scholar 

  • Mitton, J.B., Sturgeon, K.B., Davis, M.L., 1980, Genetic differentiation in ponderosa pine along a steep elevational transect. Silvae Genetica 29:100-103.

    Google Scholar 

  • Morgante, M., Salamini, F., 2003, From plant genomics to breeding practice. Current Opinion in Biotechnology 14:214-219.

    Article  PubMed  CAS  Google Scholar 

  • Muona, O., Szmidt, A.E., 1985, A multilocus study of natural populations of Pinus sylvestris. In: Lecture notes in Bioinformatics. (Ed H.-R. Gregorious) pp. 226-240. Springer Verlag, Berlin.

    Google Scholar 

  • Murray, B.G., 1998, Nuclear DNA amounts in gymnosperms. Annals of Botany 82(Supplement A):3-15.

    Article  CAS  Google Scholar 

  • Paran, I., Zamir, D., 2003, Quantitative traits in plants: beyond the QTL. Trends in Genetics 19:303-306.

    Article  PubMed  CAS  Google Scholar 

  • Paux, E., Tamasloukht, M.B., Ladouce, N., Sivadon, P., Grima-Pettenati, J., 2004, Identification of genes preferentially expressed during wood formation in Eucalyptus. Plant Molecular Biology 55:263-280.

    Article  PubMed  CAS  Google Scholar 

  • Plomion, C., Richardson, T.E., MacKay, J., 2005, Advances in forest tree genomics: forest trees workshop, plant and animal genome XIII conference, San Diego, CA, January 2005. New Phytologist 166:713-717.

    Google Scholar 

  • Pot, D., McMillan, L.K., Echt, C.S., Le Provost, G., Garnier-Gere, P., Cato, S.A., Plomion, C., 2005, Nucleotide variation in genes involved in wood formation in two pine species. New Phytologist 167:101-112.

    Article  PubMed  CAS  Google Scholar 

  • Powers, H.R., Hubbard, S.D., Anderson, R.L., 1982, Resistance to diseases and pests in forest trees. In: Proceedings of Third International Workshop on Genetics of Host-Parasite Interactions in Forestry (Eds. H.M. Heybroek, B.R. Stephan, K. von Weissenberg). pp. 427- 434. Pudoc, Wageningen, The Netherlands.

    Google Scholar 

  • Pritchard, J.K., Rosenberg, N.A., 1999, Use of unlinked genetic markers to detect population stratification in association studies. American Journal of Human Genetics 65:220-228.

    Article  PubMed  CAS  Google Scholar 

  • Pritchard, J.K., Stephens, M., Rosenberg, N.A., Donnelly, P., 2000, Association mapping in structured populations. Genetics 67:170-181.

    CAS  Google Scholar 

  • Rafalski, J.A., Morgante, M., 2004, Corn and humans: recombination and linkage disequilibrium in two genomes of similar size. Trends in Genetics 20:103-111.

    Article  PubMed  CAS  Google Scholar 

  • Roberds, J.H., Brotschol, J.V., 1985, Linkage disequilibrium among allozyme loci in natural populations of Liriodendron tulipifera L. Silvae Genetica 34:137-141.

    Google Scholar 

  • Russell, J.H., Burdon, R.D., Yanchuk, A.D., 2003, Inbreeding depression and variance structures for height and adaptation in self- and outcross Thuja plicata families in varying environments. Forest Genetics 10:171-184.

    Google Scholar 

  • Salvi, S., Tuberosa, R., 2005, To clone or not to clone plant QTLs: present and future challenges. Trends in Plant Sciences 10:1360-1385.

    Google Scholar 

  • Salvi, S., Sponza, G., Morgante, M., Tomes, D., Tuberosa, R., 2006, Confirmation of the maize flowering time QTL Vgt1 by association mapping (Abstr.). Plant and Animal Genome XIV, 14-18 January 2006, San Diego, CA.

    Google Scholar 

  • Sewell, M.M., Neale, D.B., 2000, Mapping quantitative traits in forest trees. In: Molecular biology of woody plants, forestry Sciences (Eds. S.M. Jain, S.C. Minocha) pp. 407-433. Kluwer Academic Publishers, The Netherlands.

    Google Scholar 

  • Strauss, S.H., Lande, R., Namkoong, G., 1992, Limitations of molecular marker-aided selection in forest tree breeding. Canadian Journal of Forest Research 22:1050-1061.

    Article  CAS  Google Scholar 

  • Stromberg, L.D., Dudley, J.D., Rufener, G.K., 1994, Comparing conventional early generation selection with molecular marker assisted selection in maize. Crop Science 34:1221-1225.

    Article  Google Scholar 

  • Telfer, E.J., Echt, C.S., Nelson, C.D., Wilcox, P.L., 2006, Comparative mapping in Pinus radiata and P. taeda reveals co-location of wood density-related QTL (Abstr.). Plant and Animal Genome XIV, 14-18 January 2006, San Diego, CA.

    Google Scholar 

  • Thornsberry, J.M., Goodman, M.M., Doebley, J., Kresovich, S., Nielsen, D., Buckler, E.S., 2001, Dwarf8 polymorphisms associate with variation in flowering time. Nature Genetics 28:286-289.

    Article  PubMed  CAS  Google Scholar 

  • Thumma, B.R., Nolan, M.F., Evans, R., Moran, G.F., 2005, Polymorphisms in Cinnamoyl CoA Reductase (CCR) are associated with variation in microfibril angle in Eucalyptus spp. Genetics 171:1257-1265.

    Article  PubMed  CAS  Google Scholar 

  • Wayne, M.L., McIntyre, L.M., 2002, Combining mapping and arraying: an approach to candidate gene identification. Proceedings of the National Academy of Sciences of the United States of America 99:14903-14906.

    Article  PubMed  CAS  Google Scholar 

  • Wilcox, P.L., Amerson, H.V., Kuhlman, E.G., Liu, B.-H., O'Malley, D.M., Sederoff, R.R., 1996, Detection of a major gene for resistance to fusiform rust disease in loblolly pine by genomic mapping. Proceedings of the National Academy of Sciences of the United States of America 93:3859-3864.

    Article  PubMed  CAS  Google Scholar 

  • Wilcox, P.L., Richardson, T.E., Carson, S.D., 1997, Nature of quantitative trait variation in Pinus radiata: insights from QTL detection experiments. In: IUFRO ’97 Genetics of Radiata Pine (Eds. R.D. Burdon, J.M. Moore) pp. 304-312. Proceedings of NZFRI/IUFRO Conference 1-4 December and Workshop 5 December, Rotorua, New Zealand FRI Bulletin No. 203.

    Google Scholar 

  • Wilcox, P.L., Carson, S.D., Richardson, T.E., Ball, R.D., Horgan, G.P., Carter, P., 2001, Benefit-cost analysis of DNA marker-based selection in progenies of Pinus radiata seed orchard parents. Canadian Journal of Forest Research 31:2213-2224.

    Article  Google Scholar 

  • Williams, C.G., Savolainen, O., 1996, Inbreeding depression in conifers: implications for breeding strategy. Forest Science 42:102-117.

    Google Scholar 

  • Wright, S.I., Gaut, B.S., 2005, Molecular population genetics and the search for adaptive evolution in plants. Molecular Biology and Evolution 22:506-519.

    Article  PubMed  CAS  Google Scholar 

  • Wu, R., Zeng, Z.-B., 2001, Joint linkage and linkage disequilibrium mapping in natural populations. Genetics 157:899-909.

    PubMed  CAS  Google Scholar 

  • Wu, R., Ma, C.-X., Casella, G., 2002, Joint linkage and linkage disequilibrium mapping of quantitative trait loci in natural populations. Genetics 160:779-792.

    PubMed  CAS  Google Scholar 

  • Yin, T.M., DiFrazio, S.P., Gunter, L.E., Jawdy, S.S., Boerjan, W., Tuskan, G.A., 2004, Genetic and physical mapping of Melampsora rust resistance genes in Populus and characterization of linkage disequilibrium and flanking genomic sequence. New Phytologist 164:95-105.

    Article  CAS  Google Scholar 

  • Yu, J., Pressoir, G., Briggs, W.H., Bi, I.V., Yamasaki, M., Doebley, J.F., McMullen, M.D., Gaut, B.S., Nielsen, D.M., Kresovich, S., Buckler, E.S., 2006, A unified mixed-model method for association mapping that accounts for multiple levels of relatedness. Nature Genetics 38:203-208.

    Article  PubMed  CAS  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Cell wall Biotechnology Centre, Scion (New Zealand Forest Research Institute Limited), 49 Sala Street, 3020, Rotorua, New Zealand

    Phillip L. Wilcox

  2. USDA Forest Service, Southern Institute of Forest Genetics 23332, MS Highway 67, 39574, Saucier, MS, USA

    Craig E. Echt

  3. Cell wall Biotechnology Centre, Scion (New Zealand Forest Research Institute Limited), 49 Sala Street, 3020, Rotorua, New Zealand

    Rowland D. Burdon

Authors
  1. Phillip L. Wilcox
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Craig E. Echt
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Rowland D. Burdon
    View author publications

    You can also search for this author in PubMed Google Scholar

Editor information

Editors and Affiliations

  1. The Horticulture and Food Research Institute of New Zealand Ltd (HortResearch), 1401, Havelock North, New Zealand

    Nnadozie C. Oraguzie

  2. The Horticulture and Food Research Institute of New Zealand Ltd (HortResearch), 92169, Auckland, New Zealand

    Erik H. A. Rikkerink

  3. The Horticulture and Food Research Institute of New Zealand Ltd (HortResearch), 11030, Palmerston North, New Zealand

    Susan E. Gardiner

  4. The Horticulture and Food Research Institute of New Zealand Ltd (HortResearch), 92169, Auckland, New Zealand

    H. Nihal De Silva

Rights and permissions

Reprints and permissions

Copyright information

© 2007 Springer Science+Business Media, LLC

About this chapter

Cite this chapter

Wilcox, P.L., Echt, C.E., Burdon, R.D. (2007). Gene-Assisted Selection Applications of Association Genetics for Forest Tree Breeding. In: Oraguzie, N.C., Rikkerink, E.H.A., Gardiner, S.E., De Silva, H.N. (eds) Association Mapping in Plants. Springer, New York, NY. https://doi.org/10.1007/978-0-387-36011-9_10

Download citation

Publish with us

Policies and ethics

Search

Navigation