Skip to main content
Log in

General and specific combining ability from partial diallels of radiata pine: implications for utility of SCA in breeding and deployment populations

  • Original Paper
  • Published:
Theoretical and Applied Genetics Aims and scope Submit manuscript

Abstract

Variances for general combining ability (GCA) and specific combining ability (SCA) and the relationship between mid-parental GCA and SCA effects were estimated for tree diameter (DBH) from a series of 20 sets of 6×6 half-diallel mating experiments in radiata pine, planted at ten sites across Australia. Significant SCA variance for DBH was almost equal to GCA variance for the combined analysis of all ten sites. The importance of SCA variance varied among sites, from non-significant to SCA variance accounting for all genetic variation among full-sib families. Significant SCA × site interaction was detected among the ten sites. A significant and positive correlation between mid-parental breeding values and best linear unbiased predictions of the SCA effects was observed. About a quarter of extra genetic gain is achievable through use of SCA variance if selection is based on the best breeding values. To fully exploit genetic gain from SCA variance in a deployment population, positive assortative matings are required for the best parents. It is estimated that the additional deployment gain of 46.0% for ten sites combined, or 52.9% for four sites combined that had significant GCA as well as SCA effects, were achievable relative to gain from GCA only, if all SCA variance within this breeding population was exploited. For a breeding population, selection for breeding values may be sufficient due to positive correlations between breeding values and SCA values. For a deployment population to capture more SCA genetic gain, it is preferable to make more pair-wise mating for parents with higher breeding values.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3

Similar content being viewed by others

References

  • Balocchi CE, Bridgwater FE, Zobel BJ, Jahromi S (1993) Age trends in genetic parameters for tree height in a non-selected population of loblolly pine. For Sci 39:231–251

    Google Scholar 

  • Baker RJ (1978) Issues in diallel analysis. Crop Sci 18:533–536

    Google Scholar 

  • Barker JSF (1979) Inter-locus interactions. Theor Pop Biol 16:323–346

    CAS  Google Scholar 

  • Barnes RD (1986) Multiple population tree breeding in Zimbabwe. In: Proceedings of the IUFRO conference on breeding theory, progeny testing and seed orchards, Williamsburg, Va., pp 285–297

  • Borralho NMG, Dutkowski GW (1998) Comparison of rolling front and discrete generation breeding strategies for tree. Can J For Res 28:987–993

    Article  Google Scholar 

  • Boyle T (1987) A diallel cross in black spruce. Genome 29:180–186

    Google Scholar 

  • Buijtenen JP van (1988) Quantitative genetics in forestry. In: Weir BS, Eisen EJ, Goodman MM, Namkoong G (eds) Proceedings of the second international conference on quantitative genetics. Sinauer, Sunderland, Mass., pp 545–554

  • Bulmer MG (1971) The effect of selection on genetic variability. Am Nat 105:201–211

    Article  Google Scholar 

  • Burdon RD, Namkoong G (1983) Multiple populations and sub-lines. Silvae Genet 32:221–222

    Google Scholar 

  • Byram TD, Lowe WJ (1986) General and specific combining ability estimates for growth in loblolly pine. In: Proceeding of the IUFRO conference on breeding theory, progeny testing and seed orchards, Williamsburg, Va., pp 352–360

  • Carson MJ (1986) Control-pollinated seed orchards of best general combiners—a new strategy for radiata pine improvement. In: Proceedings of the DSIR plant breeding symposium, pp 144–149

  • Carson SD (1991) Genotype x environment interaction and optimal number of progeny test sites for improving Pinus radiata in New Zealand. NZ J For Sci 21:32–49

    Google Scholar 

  • Cotterill PP, Dean CA (1990) Successful tree breeding with index selection. CSIRO, Melbourne, Victoria

  • Cotterill PP, Zed PG (1980) Estimates of genetic parameters for growth and form traits in four Pinus radiata D. Don progeny tests in South Australia. Aust For Res 10:155–167

    Google Scholar 

  • Cotterill PP, Dean CA, van Wyk G (1987) Additive and dominance genetic effects in Pinus pinaster, P. radiata and P. elliottii and some implications for breeding strategy. Silvae Genet 36:221–231

    Google Scholar 

  • Cotterill PP, Dean CA, Cameron JN, Brindbergs ML (1988) Nucleus breeding: A new strategy for rapid improvement under clonal forestry. In: Proceedings of the IUFRO meeting on breeding tropical trees, Pattaya, Thailand. Royal Forestry Department, Bangkok, pp 30–51

  • Dean CA (1990) Genetics of growth and wood density in radiata pine. PhD thesis, University of Queensland

  • Dean CA, Cotterill PP, Cameron JN (1983) Genetic parameters and gains expected from multiple trait selection of radiata pine in eastern Victoria. Aust For Res 13:271–278

    Google Scholar 

  • Dieters MJ, White TL, Hodge GR (1995) Genetic parameters estimates for volume from full-sib tests of slash pine (Pinus elliottii). Can J For Res 25:1397–1408

    Google Scholar 

  • Fielding JM (1957) The introduction of Pinus radiata to Australia. Aust For 21(1):15–16

    Google Scholar 

  • Foster GS, Bridgwater FE (1986) Genetic analysis of fifth-year data from a seventeen parent partial diallel of loblolly pine. Silvae Genet 35:118–122

    Google Scholar 

  • Gilmour AR, Cullis BR, Welham SJ, Thompson R (2000) ASREML Reference Manual. NSW Agric Biometric Bull No. 3, NSW Agriculture

  • Hallauer AR, Miranda JB (1988) Quantitative genetics in maize breeding. Iowa State University Press, Ames

  • Hayman BI (1963) Notes on diallel cross theory. In: Statistical genetics and plant breeding. NAS-NRC, pp 571–578

  • Hodge GR, Powell GL, White TL (1989) Establishment of the second-generation selected population of slash pine in the cooperative forest genetics research program. In: Proceedings of the 20th southern forests tree improvement conference, Charleston, S.C., pp 68–74

  • King JN, Johnson GR (1998) Analysis of disconnected diallel mating designs. II. Results from a third generation progeny test of the New Zealand radiata pine improvement programme. Silvae Genet 47:80–87

    Google Scholar 

  • Kleinhentz M, Raffin A, Jactel H (1998) Genetic parameters and gain expected from direct selection for resistance to Dioryctria sylvestrella Rats. (Lepidoptera: pyralidae) in Pinus pinaster Ait., using a full diallel mating design. For Genet 5:147–154.

    Google Scholar 

  • Kriebel HB, Roberds JH, Cox RV (1972) Genetic variation in vigor in a white pine incomplete diallel cross experiment at age 6. In: Proceedings of the eighth central state forest tree improvement conference. School of Forestry, University of Missouri, pp 40–42

  • Lowe WJ, van Buijtenen JP (1986) The development of a sublining system in an operational tree improvement program. In: Proceedings of the IUFRO conference on breeding theory, progeny testing and seed orchards. Williamsburg, Va., pp 98–106

  • Matheson AC, Raymond CA (1984) The impact of genotype × environment interactions on Australian Pinus radiata breeding programs. Aust For Res 14:11–25

    Google Scholar 

  • Matheson AC, Spencer DJ, Magnussen D (1994) Optimum age for selection in Pinus radiata using basal area under bark for age:age correlations. Silvae Genet 43:352–357

    Google Scholar 

  • Matzinger DF, Kempthorne O (1956) The modified diallel table with partial inbreeding and interactions with the environment. Genetics 41:822–833

    Google Scholar 

  • McKeand SE, Bridgwater FE (1993) Third-generation breeding strategy for the North Carolina State University-Industry Cooperative tree improvement program. In: Proceedings of the IUFRO conference s2.02.-08 on breeding tropical trees, pp 223–233

  • Melchinger AE (1988) Means, variance, and covariances between relatives in hybrid populations with disequilibrium in the parent populations. In: Weir BS, Eisen EJ, Goodman MM, Namkoong G (eds) Proceedings of the second international conference on quantitative genetics. Sinauer, Sunderland, Mass., pp 400–415

  • Moran GF, Bell JC (1987) The origin and genetic diversity of Pinus radiata in Australia. Theor Appl Genet 73:616–622

    Google Scholar 

  • Namkoong G (1979) Introduction to quantitative genetics in forestry. USDA For Serv Tech Bull

  • Namkoong G, Kang HC, Brouard JS (1988) Tree breeding: principles and strategies. Springer, Berlin Heidelberg New York

    Google Scholar 

  • Nassar RF (1965) Effect of correlated gene distribution due to sampling on the diallel analysis. Genetics 52:9–20

    CAS  PubMed  Google Scholar 

  • Paul AD, Foster GS, Caldwell T, McRae J (1997) Trends in genetics and environmental parameters for height, diameter, and volume in a multilocation clonal study with loblolly pine. For Sci 43:87–98

    Google Scholar 

  • Pswarayi IZ (1993) Genetic parameters and selection indices for a population of Pinus elliottii Engelm. var elliottii. PhD thesis, Linacre College, Oxford University, Oxford

  • Samuel CJA (1991) The estimation of genetic parameters for growth and stem-form over 15 years in a diallel cross of Sitka spruce. Silvae Genet 40:67–72

    Google Scholar 

  • Sprague GF, Tatum LA (1942) General vs. specific combining ability in single crosses of corn. J Am Soc Agron 34:923–932

    Google Scholar 

  • Stonecypher RW, Piesch RF, Helland GG, Chapman JG, Reno HJ (1996) Results from genetic tests of selected parents of Douglas fir (Pseudotsuga menziesii [Mirb] Franco) in an applied tree improvement program. For Sci 42 [Mono 32]

  • Volker PW, Cameron JN (1988) Non-additive genetic variance in Pinus radiata and implications for breeding strategy. In: Proceedings of the tenth meeting, research working group no. 1, Australian Forestry Council, Gympie. CSIRO Division of Forestry and Forest Products, Canberra, Australian Capital Territory, pp 94–97

  • White TL, Matheson AC, Boomsma DB, Rout AF (1992) Logistics, costs and genetic gains of five options of nucleus breeding strategies. STBA Internal Tech Rep TR92–01

  • Wilcox MD (1983) Inbreeding depression and genetic variances estimated from self-and cross-pollinated families of Pinus radiata. Silvae Genet 32:89–96

    Google Scholar 

  • Wilcox MD, Shelbourne CJA, Firth A (1975) General and specific combining ability in eight selected clones of radiata pine. NZ J For Sci 5:219–225

    Google Scholar 

  • Wu HX, Matheson AC (2000) Analysis of half-diallel mating design with missing crosses: Theory and SAS program for testing and estimating GCA and SCA fixed effects. Silvae Genet 49:130–137

    Google Scholar 

  • Wu HX, Matheson AC (2001) Analysis of half-diallel mating design with missing crosses: Theory and SAS program for testing and estimating GCA and SCA variance components. Silvae Genet 50:265–271

    Google Scholar 

  • Wu HX, Matheson AC Spencer D (1998a) Inbreeding in radiata pine 1. The effect of inbreeding on growth, survival and variance. Theor Appl Genet 97:1256–1268

    Article  Google Scholar 

  • Wu HX, Matheson AC, Spencer D (1998b) Inbreeding in radiata pine 2. Time trend of inbreeding depression with tree age and effects on growth curve. NZ J For Sci 28:123–139

    Google Scholar 

  • Yanchuk AD (1996) General and specific combining ability from disconnected partial diallels of coastal Douglas fir. Silvae Genet 45:37–45

    Google Scholar 

  • Yeh FC, Heaman JC (1987) Estimating genetic parameters of height growth in seven-year-old coastal Douglas fir from disconnected diallels. For Sci 33:946–957

    Google Scholar 

  • Zobel B, Talbert J (1984) Applied forest tree improvement. Wiley, New York

Download references

Acknowledgements

The work reported here would not have been possible without the active support of Research Working Group (genetics), Australia Forestry Council and financial support by Southern Tree Breeding Association, State Forests NSW, Grand Ridge Plantations, Hancock Victoria Plantations, Centre for Forest Tree Technology and Western Australian Department of Conservation and Land Management. Special thanks to L.A. Pederick, A.R. Griffin, R. Boardman, David Boomsma, Tony McRae and Trevor Butcher for their support for the project. Andy Cameron, David Gritton, David J. Spencer, John Owen, Jill Duff, Ian Cotterill, M. Butler and M. Cully participated in field measurements.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Harry X. Wu.

Additional information

Communicated by O. Savolainen

Rights and permissions

Reprints and permissions

About this article

Cite this article

Wu, H.X., Matheson, A.C. General and specific combining ability from partial diallels of radiata pine: implications for utility of SCA in breeding and deployment populations. Theor Appl Genet 108, 1503–1512 (2004). https://doi.org/10.1007/s00122-004-1598-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00122-004-1598-8

Keywords

Navigation