Register      Login
Crop and Pasture Science Crop and Pasture Science Society
Plant sciences, sustainable farming systems and food quality
RESEARCH ARTICLE

Temporal patterns of maternal, cytoplasmic and embryo genetic effects for thousand-seed weight and oil content in F1 hybrid rapeseed (Brassica napus L.)

Murali Tottekkaad Variath A C , Jianguo Wu A C , Yunxia Li A , Guolin Chen A and Chunhai Shi A B
+ Author Affiliations
- Author Affiliations

A Department of Agronomy, Zhejiang University, Hangzhou, China.

B Corresponding author. Email: chhshi@zju.edu.cn

C These authors contributed equally to this paper.

Crop and Pasture Science 61(11) 945-955 https://doi.org/10.1071/CP10008
Submitted: 9 January 2010  Accepted: 7 September 2010   Published: 4 November 2010

Abstract

The analysis of temporal patterns of genetic effects for thousand-seed weight (TSW) and oil content (OC) in rapeseed was conducted at five different seed development times using unconditional and conditional genetic models for diploid seed quantitative traits. Phenotypic means among generations and seed development times in 2 different years revealed considerable variation for both TSW and OC. The expression of genes from diploid embryo, cytoplasmic and maternal plant genetic systems were all found to be important for the F1 generation, with maternal effects playing a more prominent role for both traits at most times. The conditional analysis indicated that the stage-specific gene expression from the maternal plant was influenced by environment. Higher magnitudes of additive and cytoplasmic effects were observed for both traits. Narrow-sense heritability was high for both traits at all developmental times with maternal heritability being more prominent at most times. Genetic correlations between TSW and OC were mostly negative over developmental times.

Additional keywords: Brassica napus L., developmental genetics, genetic correlation, genetic effects, heritability, oil content, rapeseed, seed development, thousand-seed weight.


References

Aslam MN, Nelson MN, Kailis SG, Bayliss KL, Speijers J, Cowling WA (2009) Canola oil increases in polyunsaturated fatty acids and decreases in oleic acid in drought-stressed Mediterranean-type environments. Plant Breeding 128, 348–355.
Canola oil increases in polyunsaturated fatty acids and decreases in oleic acid in drought-stressed Mediterranean-type environments.Crossref | GoogleScholarGoogle Scholar |

Badani AG, Snowdon RJ, Wittkop B, Lipsa FD, Baetzel R, Horn R, de Haro A, Font R, Lühs W, Friedt W (2006a) Colocalization of a partially dominant gene for yellow seed colour with a major QTL influencing acid detergent fibre (ADF) content in different crosses of oilseed rape (Brassica napus). Genome 49, 1499–1509.
Colocalization of a partially dominant gene for yellow seed colour with a major QTL influencing acid detergent fibre (ADF) content in different crosses of oilseed rape (Brassica napus).Crossref | GoogleScholarGoogle Scholar | 17426765PubMed |

Badani AG, Wittkop B, Lühs W, Baetzel R, Horn R, de Haro A, Font R, Friedt W, Snowdon RJ (2006b) Seed colour in Brassica napus: QTL mapping, candidate genes and associations with quality traits. Acta Horticulturae 706, 203–209.

Becker HC, Löptien H, Röbbelen G (1999) Breeding: an overview. In ‘Biology of Brassica coenospecies’. (Ed. C Gomez-Campo) pp. 413–460. (Elsevier Publishing: Amsterdam)

Brandle JE, McVetty PBE (1988) Effects of inbreeding and estimates of additive genetic variance within seven summer oilseed rape cultivars. Genome 32, 115–119.

Broun P, Gettener S, Somerville C (1999) Genetic engineering of plant lipids. Annual Review of Nutrition 19, 197–216.
Genetic engineering of plant lipids.Crossref | GoogleScholarGoogle Scholar | 10448522PubMed |

Burns MJ, Barnes SR, Bowman JG, Clarke MHE, Werner CP, Kearsey MJ (2003) QTL analysis of an intervarietal set of substitution lines in Brassica napus: (i) seed oil content and fatty acid composition. Heredity 90, 39–48.
QTL analysis of an intervarietal set of substitution lines in Brassica napus: (i) seed oil content and fatty acid composition.Crossref | GoogleScholarGoogle Scholar | 12522424PubMed |

Culbertson JO, Comstock VE, Frederiksen RA (1960) Further studies on the effect of seed coat color on agronomic and chemical characters and seed injury in flax. Agronomy Journal 52, 210–212.
Further studies on the effect of seed coat color on agronomic and chemical characters and seed injury in flax.Crossref | GoogleScholarGoogle Scholar |

Dam S, Laursen BS, Ørnfelt JH, Jochimsen B, Stærfeldt HH, Friis C, Nielsen K, Goffard N, Besenbacher S, Krussel L, Sato S, Tabata S, Thøgersen IB, Enghild JJ, Stougaard J (2009) The proteome of seed development in the model legume Lotus japonicus. Plant Physiology 149, 1325–1340.
The proteome of seed development in the model legume Lotus japonicus.Crossref | GoogleScholarGoogle Scholar | 19129418PubMed |

Delourme R, Falentin C, Huteau V, Clouet V, Horvais R, Gandon B, Specel S, Hanneton L, Dheu JE, Deschamps M, Margale E, Vincourt P, Renard M (2006) Genetic control of oil content in oilseed rape (Brassica napus L.). Theoretical and Applied Genetics 113, 1331–1345.
Genetic control of oil content in oilseed rape (Brassica napus L.).Crossref | GoogleScholarGoogle Scholar | 16960716PubMed |

Diederichsen A, Raney JP (2006) Seed colour, seed weight and seed oil content in Linum usitatissimum accessions held by Plant Gene Resources of Canada. Plant Breeding 125, 372–377.
Seed colour, seed weight and seed oil content in Linum usitatissimum accessions held by Plant Gene Resources of Canada.Crossref | GoogleScholarGoogle Scholar |

Duncan DB (1955) Multiple range and multiple F tests. Biometrics 11, 1–42.

Ecke W, Uzunova M, Wiessleder K (1995) Mapping the genome of rapeseed (Brassica napus L.). II. Localisation of genes controlling erucic acid synthesis and seed oil content. Theoretical and Applied Genetics 91, 972–977.
Mapping the genome of rapeseed (Brassica napus L.). II. Localisation of genes controlling erucic acid synthesis and seed oil content.Crossref | GoogleScholarGoogle Scholar |

Engqvist GM, Becker HC (1993) Correlation studies for agronomic characters in segregating families of spring oilseed rape (Brassica napus L.). Hereditas 118, 211–216.
Correlation studies for agronomic characters in segregating families of spring oilseed rape (Brassica napus L.).Crossref | GoogleScholarGoogle Scholar |

Grami B, Stefansson BR (1977) Paternal and maternal effects on gene action for protein and oil content in summer rape. Canadian Journal of Plant Science 57, 945–949.
Paternal and maternal effects on gene action for protein and oil content in summer rape.Crossref | GoogleScholarGoogle Scholar |

Gunasekera CP, Martin LD, Siddique KHM, Walton GH (2006) Genotype by environment interactions of Indian mustard (Brassica juncea L.) and canola (B. napus L.) in Mediterranean-type environments: 1. Crop growth and seed yield. European Journal of Agronomy 25, 1–12.
Genotype by environment interactions of Indian mustard (Brassica juncea L.) and canola (B. napus L.) in Mediterranean-type environments: 1. Crop growth and seed yield.Crossref | GoogleScholarGoogle Scholar |

Lööf B, Appelqvist LA (1972) Plant breeding for improved yield and quality. In ‘Rapeseed: cultivation, composition, processing and utilization’. (Eds LA Appelqvist, R Ohlson) pp. 101–122. (Elsevier Publishing: Amsterdam)

Miller RG (1974) The Jackknife: a review. Biometrika 61, 1–15.

Ohlrogge JB, Jaworski JG (1997) Regulation of fatty acid synthesis. Annual Review of Plant Physiology and Plant Molecular Biology 48, 109–136.
Regulation of fatty acid synthesis.Crossref | GoogleScholarGoogle Scholar | 15012259PubMed |

Pal R, Kumar P (1991) Estimates of gene effects of oil content under normal and late sowing in mustard (Brassica juncea). Indian Journal of Agronomy Science 61, 918–921.

Qiu D, Morgan C, Shi J, Long Y, Liu J, Li R, Zhuang X, Wang Y, Tan X, Dietrich E, Weihmann T, Everett C, Vanstraelen S, Beckett P, Fraser F, Trick M, Barnes S, Wilmer J, Schmidt R, Li J, Li D, Meng J, Bancroft I (2006) A comparative linkage map of oilseed rape and its use for QTL analysis of seed oil and erucic acid content. Theoretical and Applied Genetics 114, 67–80.
A comparative linkage map of oilseed rape and its use for QTL analysis of seed oil and erucic acid content.Crossref | GoogleScholarGoogle Scholar | 17033785PubMed |

Röbbelen G, Thies W (1980) Biosynthesis of seed oil and breeding for improved meal quality. In ‘Brassica crops and wild allies: biology and breeding’. (Eds S Tsumoda, K Hinta, C Gomez-Campo) pp. 285–299. (Japan Scientific Societies Press: Tokyo)

Shafii B, Mahler KA, Price WJ, Auld DL (1992) Genotype × environment interaction effects on winter rapeseed yield and oil content. Crop Science 32, 922–927.
Genotype × environment interaction effects on winter rapeseed yield and oil content.Crossref | GoogleScholarGoogle Scholar |

Shi CH, Wu JG, Lou XB, Zhu J, Wu P (2002) Genetic analysis of transparency and chalkiness area at different filling stages of rice (Oryza sativa L.). Field Crops Research 76, 1–9.
Genetic analysis of transparency and chalkiness area at different filling stages of rice (Oryza sativa L.).Crossref | GoogleScholarGoogle Scholar |

Shi CH, Wu JG, Wu P (2005) Genetic analysis of developmental behavior for amylose content in filling process of rice. Journal of the Science of Food and Agriculture 85, 791–796.
Genetic analysis of developmental behavior for amylose content in filling process of rice.Crossref | GoogleScholarGoogle Scholar |

Si P, Mailer RJ, Galwey N, Turner DW (2003) Influence of genotype and environment on oil and protein concentrations of canola (Brassica napus L.) grown across southern Australia. Australian Journal of Agricultural Research 54, 397–407.
Influence of genotype and environment on oil and protein concentrations of canola (Brassica napus L.) grown across southern Australia.Crossref | GoogleScholarGoogle Scholar |

Tang ZL, Li JN, Zhang XK, Chen L, Wang R (1997) Genetic variation of yellow-seeded rapeseed lines (Brassica napus L.) from different genetic sources. Plant Breeding 116, 471–474.
Genetic variation of yellow-seeded rapeseed lines (Brassica napus L.) from different genetic sources.Crossref | GoogleScholarGoogle Scholar |

Taylor DC, Katavic V, Zou JT, MacKenzie SL, Keller WA, An J, Friesen W, Barton DL, Pedersen KK, Giblin EM, Ge Y, Dauk M, Sonntag C, Luciw T, Males D (2002) Field testing of transgenic rapeseed cv. Hero transformed with a yeast sn-2 acyltransferase results in increased oil content, erucic acid content and seed yield. Molecular Breeding 8, 317–322.
Field testing of transgenic rapeseed cv. Hero transformed with a yeast sn-2 acyltransferase results in increased oil content, erucic acid content and seed yield.Crossref | GoogleScholarGoogle Scholar |

Thelen JJ, Ohlrogge JB (2002) Metabolic engineering of fatty acid biosynthesis in plants. Metabolic Engineering 4, 12–21.
Metabolic engineering of fatty acid biosynthesis in plants.Crossref | GoogleScholarGoogle Scholar | 11800570PubMed |

Variath MT, Wu JG, Li YX, Chen GL, Shi CH (2009) Genetic analysis for oil and protein contents of rapeseed (Brassica napus L.) at different developmental times. Euphytica 166, 145–153.
Genetic analysis for oil and protein contents of rapeseed (Brassica napus L.) at different developmental times.Crossref | GoogleScholarGoogle Scholar |

Vigeolas H, Waldeck P, Zank T, Geigenberger P (2007) Increasing seed oil content in oil-seed rape (Brassica napus L.) by over-expression of a yeast glycerol-3-phosphate dehydrogenase under the control of a seed-specific promoter. Plant Biotechnology Journal 5, 431–441.
Increasing seed oil content in oil-seed rape (Brassica napus L.) by over-expression of a yeast glycerol-3-phosphate dehydrogenase under the control of a seed-specific promoter.Crossref | GoogleScholarGoogle Scholar | 17430545PubMed |

Wu JG, Shi CH, Zhang HZ (2006) Partioning genetic effects due to embryo, cytoplasm and maternal parent for oil content in oilseed rape (Brassica napus L.). Genetics and Molecular Biology 29, 533–538.
Partioning genetic effects due to embryo, cytoplasm and maternal parent for oil content in oilseed rape (Brassica napus L.).Crossref | GoogleScholarGoogle Scholar |

Ye Z, Lu ZZ, Zhu J (2003) Genetic analysis for developmental behavior of some seed quality traits in upland cotton (Gossypum hirsutum L.). Euphytica 129, 183–191.
Genetic analysis for developmental behavior of some seed quality traits in upland cotton (Gossypum hirsutum L.).Crossref | GoogleScholarGoogle Scholar |

Zhang GQ, Zhou WJ (2006) Genetic analyses of agronomic and seed quality traits of synthetic oilseed Brassica napus produced from interspecific hybridization of B. campestris and B. oleracea. Journal of Genetics 85, 45–51.
Genetic analyses of agronomic and seed quality traits of synthetic oilseed Brassica napus produced from interspecific hybridization of B. campestris and B. oleracea.Crossref | GoogleScholarGoogle Scholar | 16809839PubMed |

Zhang S, Hu J, Zhang CF, Guan YJ, Zhang Y (2007) Genetic analysis of fruit shape traits at different maturation stages in sponge gourd. Journal of Zhejiang University. Science 8, 338–344.
Genetic analysis of fruit shape traits at different maturation stages in sponge gourd.Crossref | GoogleScholarGoogle Scholar |

Zhang SF, Ma CZ, Zhu JC, Wang JP, Wen YC, Fu TD (2006a) Genetic analysis of oil content in Brassica napus L. using mixed model of major gene and polygene. Acta Genetica Sinica 33, 171–180.
Genetic analysis of oil content in Brassica napus L. using mixed model of major gene and polygene.Crossref | GoogleScholarGoogle Scholar | 16529301PubMed |

Zhang XM, Shi CH, Wu JG, Ye SH, Qi YB (2006b) Analysis of developmental genetics for phenylalanine content in indica-japonica hybrid rice (Oryza sativa L.) across environments. Cereal Research Communications 34, 949–956.
Analysis of developmental genetics for phenylalanine content in indica-japonica hybrid rice (Oryza sativa L.) across environments.Crossref | GoogleScholarGoogle Scholar |

Zhang XM, Shi CH, Yue SH, Wu JG, Bao GL (2004) Genetic analysis of methionine content in indica-japonica hybrid rice (Oryza sativa L.) at different grain developmental stages. Euphytica 139, 249–256.
Genetic analysis of methionine content in indica-japonica hybrid rice (Oryza sativa L.) at different grain developmental stages.Crossref | GoogleScholarGoogle Scholar |

Zhao J, Becker HC, Zhang D, Zhang Y, Ecke W (2005) Oil content in a European × Chinese rapeseed population: QTL with additive and epistatic effects and their genotype-environment interactions. Crop Science 45, 51–59.

Zhao J, Becker HC, Zhang D, Zhang Y, Ecke W (2006) Conditional QTL mapping of oil content in rapeseed with respect to protein content and traits related to plant development and grain yield. Theoretical and Applied Genetics 113, 33–38.
Conditional QTL mapping of oil content in rapeseed with respect to protein content and traits related to plant development and grain yield.Crossref | GoogleScholarGoogle Scholar | 16614833PubMed |

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

Zhu J (1996) Analytical methods for seed models with genotype × environment interactions. Journal of Genetics and Genomics 23, 56–68.

Zhu J, Weir BS (1994) Analysis of cytoplasmic and maternal effects. I. A genetic model for diploid plant seeds and animals. Theoretical and Applied Genetics 89, 153–159.
Analysis of cytoplasmic and maternal effects. I. A genetic model for diploid plant seeds and animals.Crossref | GoogleScholarGoogle Scholar |

Zhu J, Weir BS (1996) Diallel analysis for sex-linked and maternal effects. Theoretical and Applied Genetics 92, 1–9.
Diallel analysis for sex-linked and maternal effects.Crossref | GoogleScholarGoogle Scholar |

Zou JT, Katavic V, Giblin EM, Barton DL, MacKenzie SL, Keller WA, Hu X, Taylor DC (1997) Modification of seed oil content and acyl composition in the Brassicaceae by expression of a yeast sn-2 acyltransferase gene. The Plant Cell 9, 909–923.
Modification of seed oil content and acyl composition in the Brassicaceae by expression of a yeast sn-2 acyltransferase gene.Crossref | GoogleScholarGoogle Scholar | 9212466PubMed |