Combining ability and heterosis for some canola characteristics sown on recommended and late planting dates using biplot

Hassan AMIRI OGHAN, Farnaz SHARIATI, Naser SABAGHNIA, Bahram ALIZADEH, James MILLNER, Amir Hossein SHIRANI RAD, Majid GHOLAMHOSEINI

Abstract


Canola (Brassica napus L.) is one of the most efficient oil-producing crops in arid and semi-arid regions of the world. In the current study, ten winter canola genotypes [seven genotypes as lines (Zarfam (L1), Talaye (L2), SLM046 (L3), Geronimo (L4), Modena (L5), Opera (L6) and Symbol (L7)] and three genotypes as testers [Okapi (T1), Licord (T2) and Orient (T3)] and their F1 hybrids (21 hybrids) were evaluated to determine the genetic parameters for grain yield, oil content, meal and seed glucosinolate contents under two different planting date [recommended (late September) and late planting (late October)]. According to combined analysis of variance there were significant differences among the genotypes for most studied traits. The genotype main effect and genotype × environment interaction (GGE) biplot method was used for analyzing line × tester design data. Among the lines, L5 showed high negative general combining ability (GCA) effect for meal glucosinolate content in both conditions whereas L1, L5 and L6 revealed high negative GCA effects for seed glucosinolate content in both planting date. From the results, it could be concluded that, hybridization between T1×L1, T1×L6 or T3×L5 is an efficient approach to release genotypes with low seed and meal glucosinolate content. Furthermore, to develop canola cultivars with higher seed and oil yield, hybridization between T1×L7 or T2×L7 is highly recommended. Improved oil content will be achieved if T1×L5, T2×L5 or T3×L6 hybrids are implemented into the breeding programs.


Keywords


GGE biplot; heterosis; line × tester; polygon; grain yield; oil content

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References


Amiri Oghan, H., Fotokian, M.H., Javidfar, F., Alizadeh, B. (2009). Genetic analysis of grain yield, days to flowering and maturity in oilseed rape (Brassica napus L.) using diallel crosses. International Journal of Plant Production, 3(2), 19-26.

Anderson, T. W., Darling, D. A. (1952). Asymptotic theory of certain goodness-of-fit criteria based on stochastic processes. The Annals of Mathematical Statistics, 23(2), 193–212. doi:10.1214/aoms/1177729437

Brandle, J.E., McVetty, P.B.E. (1989). Heterosis and combining ability in hybrids derived from oilseed rape cultivars and inbred lines. Crop Science, 29, 1191-1195. doi:10.2135/cropsci1989.0011183X002900050020x

Brandle, J.E., McVetty, P.B.E. (1990). Geographic diversity, parental selec¬tion, and heterosis in oilseed rape. Canadian Journal of Plant Science, 70, 935–940. doi:10.4141/cjps90-115

Elitriby, H.A., Selim, A.R., Shehata, A. H. (1981). Genotype×environment interaction from combining ability estimates in maize (Zea mays L.). Egyptian Journal of Genetics and Cytology, 10, 175-186.

Fu, T. D. (2000) . Breeding and Utilization of Rapeseed Hybrid (second edition). Wuhan: Hubei Sci. and Technol. Press.

Goffman, F.D., Becker, H.C. (2001). Diallel analysis for Tocopherol content in seeds of rapeseed. Crop Science, 41, 1072–1079. doi:10.2135/cropsci2001.4141072x

Griffing, B. (1956). Concept of general and specific combining ability in relation to diallel systems. Australian Journal of Biological Sciences, 9, 463–493. doi:10.1071/BI9560463

Hallauer, A.R., Miranda, F.J.B. (1981). Quantitative Genetics in Maize Breeding. Iowa State Uni. Press, Ames. Iowa. USA.

Hinkelmann, K. (2012). Design and Analysis of Experiments, Special Designs and Applications. Wiley Series in Prob. and Stat., London, UK. doi:10.1002/9781118147634

Krzymanski, J., Pietka, T., Krotka, K. (1994). Combining ability and het¬erosis in diallel crosses of double low winter oilseed rape II. F1 and F2 generations. Oilseed Crops, 15, 21–32.

Marinković, R., Marjanović-Jeromela, A. (2004). Combining ability in some varieties of winter oil rape (Brassica napus L.). Biotechnology & Biotechnological Equipment, 18, 110–114. doi:10.1080/13102818.2004.10819239

Marjanović-Jeromela, A., Marinković, R., Miladinović, A.D. (2007). Combining abilities of rapeseed (Brassica napus L.) varieties. Genetics, 39, 53–62. doi:10.2298/GENSR0701053M

Miller, J.F. (1999). Oilseeds and heterosis. In J.G. Coors and S. Pandey (ed.) The genetics and exploitation of heterosis in crops. ASA, CSSA, and SSSA. Madison, WI. p. 399-404.

Qi, C.K., Pu, H.M., Zhang, J. F., Fu, S.Z., Chen, X.J., Gao, J.Q. (2003). Analysis of Heterosis of Seed Yield and Its Components of Inter-varietal Cross in Brassica napus L. Jiangsu Journal of Agricultural Sciences, 19, 145-150.

Qian W., Li, Q., Noack, J., Sass, O., Meng, J., Frauen, M., Jung, C. (2009). Heterotic patterns in rapeseed (Brassica napus L.): II. Crosses between European winter and Chinese semi-winter lines. Plant Breeding, 128 (5), 466–470. doi:10.1111/j.1439-0523.2008.01597.x

Qian, W., Sassm, O., Meng, J., Li, M., Frauen, M., Jung, C. (2007). Heterotic patterns in rapeseed (Brassica napus L.): I. Crosses between spring and Chinese semi-winter lines. Theoretical and Applied Genetics, 115, 27–34. doi:10.1007/s00122-007-0537-x

Rameah, V., Rezai, A., Saeidi, G. (2003). Estimation of genetic parameters for yield, yield components and glucosinolate in rapeseed (Brassica napus L.). Journal of Agricultural Science and Technology, 5, 143–151.

Sabaghnia, N., Dehghani, H., Alizadeh, B., Moghaddam, M. (2010). Heterosis and combining ability analysis for oil yield and its components in rapeseed. Australian Journal of Crop Science, 4, 390–397.

Sabaghnia, N., Dehghani, H., Alizadeh, B., Moghaddam, M. (2011). Yield analysis of rapeseed (Brassica napus L.) under water-stress conditions using GGE biplot methodology. Journal of Crop Improvement, 25, 26–45. doi:10.1080/15427528.2011.521919

Schierholt, A., Rücker, B., Becker, H.C. (2001). Inheritance of high oleic acid mutations in winter oilseed rape (Brassica napus L.). Crop Science, 41, 1444-1449. doi:10.2135/cropsci2001.4151444x

Shen, J.X., Fu, T.D., Yang, G.S., Ma, C.Z., Tu, J.X. (2005). Genetic analysis of rapeseed self incompatibility lines reveals significant heterosis of different patterns for yield and oil content traits. Plant Breeding, 124, 111-116. doi:10.1111/j.1439-0523.2004.01069.x

Sprague, G.F., Tatum, L.A. (1942). General vs specific combining ability in single crosses of corn. Agronomy Journal, 34, 923–932. doi:10.2134/agronj1942.00021962003400100008x

Thakur, H.L., Sagwal, J.C. (1997). Heterosis and combining ability in oilseed rape (Brassica napus L.). The Indian Journal of Genetics and Plant Breeding, 57, 163–167.

Velasco, L., Becker, H.C. (1998). Analysis of total glucosinolate content and individual glucosinolates in Brassica spp. By near-infrared reflectance spectroscopy. Plant Breeding, 117, 97–102. doi:10.1111/j.1439-0523.1998.tb01459.x

Wang, H.Z. (2005). The potential problems and strategy for the development of biodiesel using oilseed rape. Chinese Journal of Oil Crop Sciences., 27, 74-76.

Wang, H.Z., Lui, G.H., Wang, X.F., Liu, J., Yang, Q., Hua, W. (2009). Heterosis and breeding of high oil content in rapeseed (Brassica napus L.). 16th Aust. Res. Assem. on Brassicas. Ballarat Victoria.

Yan, W. (2001). GGE biplot– A Windows application for graphical analysis of multienvironment trial data and other types of two-way data. Agronomy Journal, 93, 1111–1118. doi:10.2134/agronj2001.9351111x

Yan, W., and Hunt, L.A. (2002). Biplot analysis of diallel data. Crop Science, 42, 21–30. /doi:10.2135/cropsci2002.0021

Yan, W., Kang, M.S. (2002). GGE Biplot Analysis: A Graphical Tool for Breeders, Geneticists, and Agronomists. CRC Press, Boca Raton, FL. doi:10.1201/9781420040371

Yan, W., Hunt, L.A., Sheng, Q., Szlavnics, Z. (2000). Cultivar evaluation and mega-environment investigation based on the GGE biplot. Crop Science, 40(3), 597–605. doi:10.2135/cropsci2000.403597x

Yan, W., Cornelius, P. L., Crossa, J., Hunt, L. A. (2001). Two types of GGE biplots for analyzing multi-environment trial data. Crop Science, 41(3), 656-663. Updated information on GGE Biplot is available online at http://www.ggebiplot.com doi:10.2135/cropsci2001.413656x




DOI: http://dx.doi.org/10.14720/aas.2018.111.2.16

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