Generation mean analysis to determine genetic components of drought tolerance in safflower (Carthamus tinctorius L.)

Document Type : Research paper

Author

Department of Agronomy Sciences and Plant Breeding, College of Aburaihan, University of Tehran, P. O. Box: 33916-53755, Pakdasht, Iran.

Abstract

Safflower (Carthamus tinctorius L.) is one of the important oilseed crops grown commercially in Iran. The production of cultivars with high seed yield and oil content is the most important purpose of safflower breeding. Study of genes action to improve morphological traits especially under drought stress condition is very important. For this purpose, an experiment was conducted in 2013-2015 in the researching farm in Isfahan, Iran using the generations of the crosses between two pure lines (KIR1015×Ac-Sunset) under drought stress and non-stress conditions based on randomized complete block design with three replications. The results of generation mean analysis showed that for plant biomass in both stress and control conditions and for plant seed yield, number of head per plant in control condition m and [a] were the best fitted. For number of head per plant and number of branches in stress condition and for 100 seed weight in control condition, m, [a] and [d] were shown to be the best fit of generation means. The dominant variance of plant seed yield, 100 seed weight and number of branch in stress condition and plant height, plant seed yield, 100 seed weight and number of branch in control condition were higher than additive variance. Broad sense and narrow sense heritabilities of oil content were 59.82 and 89.47 in control and drought stress conditions, respectively. Yield traits such as plant seed yield, number of head per plant and oil content were controlled by additive effects, which suggest scope for breeding and selection for improved drought tolerance in safflower.

Keywords


Abel G. H. (1976a). Inheritance of stem length and its components in safflower. Crop Science, 16: 374–376.
Abel G. H. (1976b). Relationship and use of yield components in safflower breeding. Agronomy Journal, 68: 442–447.
Alizadeh Yeloojeh K., and Saeidi G. (2020). Genetic analysis of safflower populations under water stress and non-stress conditions. Agronomy Journal, 112: 3941–3947.
Beaver R. J., and Mosjidis J. A. (1988). Important considerations in the analysis of generation means. Euphytica, 39: 233–235.
Cavalli L. L. (1952). An analysis of linkage in quantitative inheritance. In: Rieve ECE, Waddingon CH (eds) Quantitative inheritance. HMSO, London, pp. 144
Dajue L., and Mundel H. H. (1996). Safflower, Carthamus tinctorius L.. IPGRI, Italy.
Deng X. P. (2014). Enhancing drought resistance of plants using wheat as a test crop. In Restoration and Development of the Degraded Loess Plateau, China: Springer.
De Oliveira C. V. K., Santos R. F., Siqueira J. A. C., Bariccatti R. A., Lenz N. B. G., Cruz G. S., Tokura L. K., and Klajn F. F. (2018). Chemical characterization of oil and biodiesel from four safflower genotypes. Industrial Crops and Production, 123: 192–196.
Farshadfar E., Ghanadha M., Zahravi M., and Sutka J. (2001). Generation mean analysis of drought tolerance in wheat. Acta Agronomica Hungarica, 49: 59–66.
Gardner C. O. (1963). Estimation of genetic parameters in cross fertilizing plants and their implications in plant breeding In: Hanson WD, Robinson HF (eds) Statistical genetics and plant breeding. NAS-NCR, Washington, 53–94.
Gholizadeh A., Dehghani H., Khodadadi M., and Gulick P. J. (2018). Genetic combining ability of coriander genotypes for agronomic and phytochemical traits in response to contrasting irrigation regimes. PLOS ONE, 13: 1–15.
Golkar P., and Mokhtari N. (2018). Molecular diversity assessment of a world collection of safflower genotypes by SRAP and SCoT molecular markers. Physiology and Molecular Biology of Plants, 24: 1261–1271.
Golkar P., Arzani A., and Rezai A. M. (2012). Genetic analysis of agronomic traits in safflower (Carthamus tinctorious L.), Notulae Botanicae Horti Agrobotanici, 40(1): 276–281.
Golkar P. (2014). Breeding improvements in safflower (Carthamus tinctorius L.): a review. Australian Journal of Crop Science, 8: 1079–1085.
Gupta R. K., and Singh S. B. (1988). Genetic analysis for earliness in safflower (Carthamus tinctorius L.). Genetika-Yugoslavia, 20: 219–227.
Guttieri M. J., Stark J. C., Obrien K., and Souza E. (2001). Relative sensitivity of spring wheat grain yield and quality parameters to moisture deficit. Crop Science, 41: 327–335.
Hallauer, A. R., and Miranda J. B. (1988). Quantitative genetics in maize breeding. Iowa State University Press, Ames, Iowa.
Hamdan Y. A. S., Perez-Vich B., Fernandez-Martinez J. M., and Velasco L. (2008). Inheritance of very high linoleic acid content and its relationship with nuclear male sterility in safflower. Plant Breeding, 127: 507–509.
Kearsey M. T., and Pooni H. S. (1998). Genetic analysis of quantitative traits. Chapman and Hall, London.
Khan H., Rahman H., Ahmad H., and Ali H. (2008). Magnitude of heterosis and heritability in sunflower over environments. Pakistan Journal of Botany, 40(1): 301–308.
Khodadadi M., Dehghani H., and Javaran M. J. (2017). Quantitative genetic analysis reveals potential to genetically improve fruit yield and drought resistance simultaneously in coriander. Frontiers of Plant Science, 8: 568.
Knowels P. F. (1969). Centers of plant diversity and conservation of crop germplasm. Safflower. Economic Botany, 23: 324–329.
Kotecha A. (1981). Inheritance of seed yield and its components in safflower. Canadian Journal of Genetic and Cytology, 23: 111–117.
Kotecha A., and Zimmerman L. H. (1978). Inheritance of seed weight, pappus, and stripped hull in safflower species. Crop Scienc, 18: 999–1003.
La Bella S., Tuttolomondo T., Lazzeri L., Matteo R., Leto C., and Licata M. (2019). An agronomic evaluation of new safflower (Carthamus tinctorius L.) germplasm for seed and oil yields under mediterranean climate conditions. Agronomy, 9(8): 468–484.
Leus T. V. (2016). The inheritance of the yellowcolor in the safflower Carthamus tinctorius L. Russian Journal of Genetic Appllied Research, 6: 34–38.
Mather K. (1949). Biometrical genetics. Methuen and Co Ltd., London
Mather K., and Jinks J. L. (1971). Biometrical genetics. Chapman and Hall Ltd., London
Mather K., and Jinks J. L. (1982). Biometrical genetics. Chapman and Hall, London, pp. 430
Mandal A. B., and Banerjee S. P. (1997). Diallel analysis of yield and yield components in safflower (Carthamus tinctorius L.). Journal of Genetic and Breeding, 51: 211–215.
Mohammadi M., Ghassemi-Golezani K., Chaichi M. R., and Safikhani S. (2018). Seed oil accumulation and yield ofsafflower affected by water supply and harvest time. Agronomy Journal, 110: 1–8.
Mündel H. H., Morrison R. J., Blackshaw R. E., and Roth B. (1992). Safflower production on the canadian prairies. Agriculture Canada Research Station, Lethbridge/Alberta Safflower Growers Association with funding by Farming for the Future Project No. 87-0016, Alberta Agriculture Research Institute, pp. 35.
Narkhede, B. N., and Deokar A. B. (1990). Inheritance of spininess and pericarp types in safflower. Journal of Maharashtra Agriculture University, 15: 279–281.
Pahlavani M. H., Saeidi G., and Mirlohi A. F. (2007). Genetic analysis of seed yield and oil content in safflower using F1 and F2 progenies of diallel crosses. International Journal of Plant Production, 1(2): 129–140.
Patil S. C., and Narkhede B. N. (1996). Heterosis for yield and yield components in irrigated safflower. Journal of Maharashta Agricultural University, 21: 261–264.
Poehlman J. M., and Sleper D. A. (1995). Breeding field crops. Panima Publishing Corporation. New Delhi, India.
Ragab A. I., and Fried W. (1992). Combining ability and reciprocal effects for some agronomic and oil quality traits in safflower (Carthamus tinctorius L.). Sesame and Safflower Newsletter, 7: 62–69.
Sahu G. R., and Tewari V. (1993). Combining ability for yield traits in safflower. Journal of Research of Birsa Agriculture University, 5: 37–40.
Shahbazi E., and Saeidi G. (2007). Genetic analysis for yield components and other agronomic characters in safflower (Carthamus tinctorius L.). Genetic and Breeding, 36: 11–20.
Singh V., Kolekar N. M., and Nimbkar N. (2008). Breeding strategy for improvement of flower and seed yield in safflower. Waga Wagga, Australia, 3-9 Nov 2008.
Sio-Se Mardeh A., Ahmadi A., Poustini A., and Mohammadi V. (2006). Evaluation of drought resistance indices under various environmental conditions. Field Crop Research, 98 (2): 222–229.
Warner J. N. (1952). A method of estimating heritability. Agronomy Journal, 44: 427–430.
Weiss E. A. (2000). Oil seed crops. Blackwell Science Ltd.
Zhao H., Li Y., Petkowski J., Kant S., Hayden M. J., and Daetwyler H. D. (2021). Genomic prediction and genomic heritability of grain yield and its related traits in a safflower genebank collection. Plant Genome, 14: 1–15.