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Timing of gene expression from different genetic systems in shaping leucine and isoleucine contents of rapeseed (Brassica napus L.) meal

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Experiments were conducted on rapeseed (Brassica napus L.) using a diallel design with nine parents: Youcai 601, Double 20-4, Huashuang 3, Gaoyou 605, Zhongyou 821, Eyouchangjia, Zhong R-888, Tower and Zheshuang 72. The seed developmental process was divided into five stages, namely initial (days 1–15 after flowering), early (days 16–22 after flowering), middle (days 23–29), late (days 30–36), and maturing (days 37–43) developmental stages. The variation of dynamic genetic effects for leucine and isoleucine contents of rapeseed meal was analysed at five developmental stages, across different environments using the genetic models with time-dependent measures. The results from unconditional and conditional analyses indicated that the expression of diploid embryo, cytoplasmic and diploid maternal plant genes were important for leucine and isoleucine contents at different developmental stages of rapeseed, particularly at the initial and early developmental stages. Among different genetic systems, nutrition quality traits were mainly controlled by the accumulative or net maternal main effects and their GE interaction effects, except at maturity when the net diploid embryo effects were larger. The expression of genes was affected by the environmental conditions on 15, 22, 29 or 36 days after flowering, but was more stable at mature stage. For the isoleucine content the narrow-sense heritabilities on 15, 22, 29, 36, and 43 days after flowering were 43.0, 65.7, 60.1, 65.5 and 78.2%, respectively, while for the leucine content the corresponding narrow-sense heritabilities were relatively smaller. The interaction heritabilities were more important than the general heritabilities at the first three developmental times. The improvement for isoleucine content could be achieved by selection based on the higher narrow-sense heritabilities. Various genetic systems exhibited genetic correlations among the developmental times or leucine and isoleucine contents. A simultaneous improvement of leucine and isoleucine contents seems possible because of the significant positive genetic correlation components from different genetic systems at different developmental times.

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References

  • Atchley W. R., Xu S. and Vogl C. 1994 Developmental quantitative genetic models of evolutionary change. Dev. Genet. 15, 92–103.

    Article  PubMed  CAS  Google Scholar 

  • Becker H. C., Löptien H. and Röbbelen G. 1999 Breeding: an overview. In Biology of Brassica Coenospecies (ed. C. Gómez-Campo), pp. 413–460, Elsevier Science BV, The Netherlands.

    Chapter  Google Scholar 

  • Brandle J. E. and McVetty P. B. E. 1988 Effects of inbreeding and estimates of additive genetic variance within seven summer oilseed rape cultivars. Genome 32, 115–119.

    Article  Google Scholar 

  • Chen G. L., Wu J. G., Variath M.-T., Yang Z. W. and Shi C. H. 2011a Analysis of embryo, cytoplasmic and maternal genetic correlations for seven essential amino acids in rapeseed meal (Brassica napus L.). J. Genet. 90, 67–74.

    Article  PubMed  CAS  Google Scholar 

  • Chen G. L., Zhang B., Wu J. G. and Shi C. H. 2011b Nondestructive assessment of amino acid composition in rapeseed meal based on intact seeds by near-infrared reflectance spectroscopy. Anim. Feed Sci. Technol. 165, 111–119.

    Article  CAS  Google Scholar 

  • Cheung A. Y., Zhan X. Y., Wang H. and Wu H. M. 1996 Organ-specific and agamous-regulated expression and glycosylation of a pollen tube growth-promoting protein. Proc. Natl. Acad. Sci. USA 93, 3853–3858.

    Article  PubMed  CAS  Google Scholar 

  • Cowley D. E. and Atchley W. R. 1992 Quantitative genetic models for development, epigenetic selection and phenotypic evolution. Evolution 46, 495–518.

    Article  Google Scholar 

  • Gao Q. Y. 1994 The relationship of DNA content in corn endosperm nuclei to kernel traits during kernel development. Acta Agron. Sin. 20, 46–51 (in Chinese with English abstract).

    Google Scholar 

  • Goding L. A., Downey R. K. and Finlayson A. J. 1972 Seed protein amino acid compositions resulting from crosses between two Brassica campestris cultivars. Can. J. Plant Sci. 52, 63–71.

    Article  CAS  Google Scholar 

  • Grami B. and Stefansson B. R. 1977 Paternal and maternal effects on protein and oil content in summer rape. Can. J. Plant Sci. 57, 945–949.

    Article  CAS  Google Scholar 

  • Henderson C. R. 1985 Best linear unbiased prediction using numerator relationship matrices derived for selected base populations. J. Dairy Sci. 68, 443–448.

    Article  Google Scholar 

  • Hom H. H., Heiko C. and Möllers C. 2007 Non-destructive analysis of rapeseed quality by NIRS of small seed samples and single seeds. Euphytica 153, 27–34.

    Article  CAS  Google Scholar 

  • Huisman J. and Tolman G. H. 1990 Antinutritional factors in the plant proteins of diets for non-ruminants. In Recent advances in animal nutrition (ed. M. Haresign and D. J. A. Cole), pp. 3–31, Butterworth–Heinemann, Oxford, UK.

    Google Scholar 

  • Josefesson E. and Muhlenberg C. 1968 Glucosinolates in seed of Swedish crops. Acta Agric. Scand. 18, 97–100.

    Article  Google Scholar 

  • McVetty P. B. E. and Pinnisch R. 1994 Comparison of the effect of nap and pol cytoplasms on the performance of three summer oilseed rape cultivar-derived isoline pairs. Can. J. Plant Sci. 74, 729–731.

    Article  Google Scholar 

  • Miller R. G. 1974 The Jackknife: a review. Biometrika 61, 1–15.

    Google Scholar 

  • Ren Y. L., Shi C. H., Wu J. G. and Zhang H. Z. 2005 Analysis of embryo, cytoplasmic and maternal effects on three amino acid traits in rapeseed. J. Zhejiang Univ. Sci. B 31, 41–46 (in Chinese with English abstract).

    CAS  Google Scholar 

  • Shenk J. S. and Westerhaus M. O. 1993 Analysis of agriculture and food products by near infrared reflectance spectroscopy. Monograph: Infrasoft International, Port Matilda, USA.

    Google Scholar 

  • Shi C. H., Wu J. G., Lou X. B., Zhu J. and Wu P. 2002a Genetic analysis of transparency and chalkiness area at different filling stages of rice (Oryza sative L.). Field Crops Res. 76, 1–9.

    Article  Google Scholar 

  • Shi C. H., Wu J. G. and Wu P. 2002b Developmental behavior of gene expression for brown rice thickness under different environments. Genesis 33, 185–190.

    Article  PubMed  CAS  Google Scholar 

  • Shi C. H., Zhang H. Z., Wu J. G., Li C. T. and Ren Y. L. 2003 Genetic and genotype × environment interaction effects analysis for erucic acid content in rapeseed (Brassica napus L.). Euphytica 130, 249–254.

    Article  CAS  Google Scholar 

  • Shi C. H., Wu J. G. and Wu P. 2005 Genetic analysis of developmental behavior for amylose content in filling process of rice. J. Sci. Food Agric. 85, 791–796.

    Article  CAS  Google Scholar 

  • Shi C. H., Ge G. K., Wu J. G., Ye J. and Wu P. 2006 The dynamic gene expression from different genetic systems for protein and lysine contents of indica rice. Genetica 128, 297–306.

    Article  PubMed  CAS  Google Scholar 

  • Simbaya J., Alominski S. B., Rakow G. and Downey R. K. 1995 Quality characteristics of yellow-seeded Brassica seed meals: protein, carbohydrates, and dietary fiber components. J. Agric. Food Chem. 43, 2062–2066.

    Article  CAS  Google Scholar 

  • Tan Y. F., Li J. X. and Xu C. G. 2000 Genetic bases of appearance quality of rice grains in Shanyou 63, an elite rice hybrid. Theor. Appl. Genet. 101, 823–829.

    Article  CAS  Google Scholar 

  • Variath M. T., Wu J. G., Li Y. X., Chen G. L. and Shi C. H. 2009 Genetic analysis for oil and protein contents of rapeseed (Brassica napus L.) at different developmental times. Euphytica 166, 145–153.

    Article  CAS  Google Scholar 

  • Wu J. G., Shi C. H. and Zhang H. Z. 2005 Genetic analysis of embryo, cytoplasmic, and maternal effects and their environment interactions for protein content in Brassica napus L. Aust. J. Agric. Res. 56, 69–73.

    Article  CAS  Google Scholar 

  • Zhang H. Z., Shi C. H., Wu J. G., Ren Y. L., Li C. T., Zhang D. Q. and Zhang Y. F. 2004a Analysis of genetic effects and heritabilities for linoleic and α-linolenic acid content of Brassica napus L. across environments. Eur. J. Lipid Sci. Technol. 106, 518–523.

    Article  CAS  Google Scholar 

  • Zhang H. Z., Shi C. H., Wu J. G., Ren Y. L., Li C. T., Zhang D. Q. and Zhang Y. F. 2004b Analysis of genetic and genotype × environment interaction effects from embryo, cytoplasm and maternal plant for oleic acid content of Brassica napus L. Plant Sci. 167, 43–48.

    Article  CAS  Google Scholar 

  • Zhang X. M., Shi C. H., Yue S. H., Wu J. G. and Bao G. L. 2004 Genetic analysis of methionine content in indica-japonica hybrid rice (Oryza sativa L.) at different grain developmental stages. Euphytica 139, 249–256.

    Article  CAS  Google Scholar 

  • Zhu J. 1995 Analysis of conditional genetic effects and variance components in development genetics. Genetics 141, 1633–1639.

    PubMed  CAS  Google Scholar 

  • Zhu J. and Weir B. S. 1994 Analysis of cytoplasmic and maternal effects. I. A genetic model for diploid plant seeds and animals. Theor. Appl. Genet. 89, 153–159.

    Google Scholar 

  • Zhu J. and Weir B. S. 1996 Diallel analysis for sex-linked and maternal effects. Theor. Appl. Genet. 92, 1–9.

    Article  Google Scholar 

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Correspondence to CHUN HAI SHI.

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Chen G. L., Wu J. G., Variath M.-T. and Shi C. H. 2011 Timing of gene expression from different genetic systems in shaping leucine and isoleucine contents of rapeseed (Brassica napus L.) meal. J. Genet. 90, xx–xx

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CHEN, G.L., WU, J.G., VARIATH, MT. et al. Timing of gene expression from different genetic systems in shaping leucine and isoleucine contents of rapeseed (Brassica napus L.) meal. J Genet 90, 459–468 (2011). https://doi.org/10.1007/s12041-011-0120-8

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  • DOI: https://doi.org/10.1007/s12041-011-0120-8

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