Grouping of cotton varieties by phenotypic stability through cluster analysis
Neli Valkova, Minka Koleva
Abstract: A cluster analysis was applied with a wiew to group 31 cotton varieties by phenotypic stability, determined by four stability
measures, for five traits. It was found that the cluster analysis divided the genotypes, distinguishing the groups by phenotypic
stability very well, and gave the opportunity to assess the most stable ones of particular importance for selection. Genotypes
showed high rating of YSi index had different selection value and formed groups that differred in the mean level of trait and
stability. Among the genotypes evaluated highly through the YSi criterion, there were some ones showed low stability. For all
traits under study, groups including genotypes having a high average trait level and high stability, based on all stability measures were distinguished, which are very valuable for selection programs. The varieties possessing complex breeding value
(high average trait level and high stability) in terms of productivity were Helius, Viki, Denitsa, Boyana and Philipopolis, in
terms of boll weight these were 791–169, Viki, Avangard-264, Eva and Vega and in terms of fiber ginning out turn these were
Viki, Boyana and Nelina. The varieties most valuable for fiber length were Natalia, Dorina, Perla-267 and Colorit and for the
height of first fruiting branch these were Eva, Natalia, Millennium, Perla-267 and Colorit, combining in the best way mean
level of trait and stability. Cluster analysis has emerged as an effective method for grouping genotypes by phenotypic stability
measured by different stability methods and can greatly facilitate cotton breeding programs.
Keywords: cluster analysis; cotton; economic traits; phenotypic stability; varieties
Citation: Valkova, N. & Koleva, M. (2024). Grouping of cotton varieties by phenotypic stability through cluster analysis. Bulg. J. Agric. Sci., 30(5), 899–908
References: (click to open/close) | Alexandrov, V., Simeonov, P., Kazandzhiev, V., Korchev, G. & Yotova, A. (2010). Climate change. NIMH BAS Balakrishna, B., Chenga Reddy, V. & Lal Ahamed, M. (2016). Stability analysis for seed cotton yield & its component traits in inter-specific hybrids of cotton (G. hirsutum × G. barbadense). Green Farming, 7 (5), 1013-1018. Chinchane, V. N., Deosarkar, D. B. & Kalpande, H. V. (2018). Stability analysis for seed sotton yield and its component traits in hybrids of desi cotton (Gossypium arboreum L.). Int. J. Curr. Microbiol. App. Sci., 7 (09), 1000-1012. Dechev, D. (1998). Grouping durum wheat genotypes by stability parameters for grain yield, , (Bolkan symposium on field crop) Proceeding of 2 nd Bolkan symposium on field crop, vol. 1: Genetics and breeding, 263-265, Novi Sad, Yugoslavia, 16-20 June, 1998 Deho, Z. A., Abro, S. & Rizwan, M. (2021). Assessment of stability for seed cotton yield of cotton genotypes across different environmental conditions of Sindh Province. Pakistan Journal of Agricultural Research, 34 (1), 108-112. doi: https://doi.org/10.20546/ijcmas.2018.704.184 Eberhart, S. A. & Russell, W. A. (1966). Stability parameters for comparing varieties. Crop science, 6, 36-40. Farias, F. J. C., De Carvalho, L. P., Da Silva Filho, J. L. & Teodoro, P. E. (2016). Biplot analysis of phenotypic stability in upland cotton genotypes in Mato Grosso. Genetics and Molecular Research, 15 (2): gmr.15028009 https://doi.org/10.4238/ Fathi Sadabadi, M., Ranjbar, G. A., Zangi, M. R., Kazemi Tabar, S. K. & Najafi Zarini, H. (2018). Analysis of stability and adaptation of cotton genotypes using GGE biplot method. Trakia Journal of Sciences, No 1, 51-61. Finlay, K. W. & Wilkinson, G. N. (1963). The analysis of adaptation in a plant breeding program. Australian Journal of Agricultural Research, 14, 742-754. Güvercİn, R. Ș. , Karademİr, E., Karademİr, Ç., Özkan, N., Ekİncİ, R. & Borzan, G. (2017). Adaptability and stability analysis of some cotton (Gossypium hirsutum L.) cultivars in East Mediterranean and GAP region (South-Eastern Anatolia Project) conditions. Harran Tarım ve Gıda Bilimleri Dergisi /Harran Journal of Agricultural and Food Science / (2017) 21(1), 41-52 Iqbal, M. Z., Nazir, S., Rahman, S. U. & Younas, M. (2018). Stability analysis of candidate bollgard bt cotton (Gossypium hirsutum L.) genotypes for yield traits. Int. J. Biosci. Agric. Biotechnol. Res. Inst., Ayub Agric. Res. Inst. (AARI), Faisalabad Pak., 13(5), 55-63. https://doi.org/10.12692/ Kang, M. S. & Magari, R. (1995). Stable: A basic program for calculating stability and yield. Stability statistic. Agronomy Journal, 87, 276-277. Kang, M. S. (1993). Simultaneous selection for yield and stability in crop performance trial. Agron. J., 85, 754-757. Maleia, M. P., Raimundo, A., Moiana, L. D., Teca, J. O., Chalé, F., Jamal, E., Dentor, J. N., & Adamugy, B. A. (2017). Stability and adaptability of cotton (Gossypium hirsutum L.) genotypes based on AMMI analysis. Australian Journal of Crop Science, 11, 367-372. Maleia, M. P., Jamal, E. C., Savanguane, J. W., João, J. & Teca, J. O. (2019) Stability and adaptability of cotton (Gossypium hirsutum L.) genotypes under Multi Environmental Conditions in Mozambique. J Agron Agri Sci, 2, 017. DOI:10.24966/AAS-8292/100017 Moiana, L. D. M., Vidigal-Filho, P. S., Gonçalves-Vidigal, M. C., Lacanallo, Maleia M. P. & Mindo, N. (2014). Application of mixed models for the assessment genotype and environment interations in cotton (Gossypium hirsutum) cultivars in Mozambique. African Journal of Biotechnology , 13(19), 1985-1991. https://doi.org/10.5897/AJB2013.12926 Orawu, M., Amoding, G., Serunjogi, L., Ogwang, G. & Ogwang, C. (2017). Yield stability of cotton genotypes at three diverse agro-ecologies of Uganda. J. Plant Breed. Genet. 05(03), 101-114. Patil, A. E., Deosarkar, D. B. & Kalyankar, S. V. (2017). Impact of genotype × environment interaction on the heterosis and stability for seed cotton yield on heterozygous and homozygous genotypes in cotton. Indian J. Genet., 77(1), 119-125. Pinki, S., Siwach, S., Sangwan, R. S., Singh, S., Mor, V. S., , Sunayana, S.M. & Rohila, N. (2018). Stability analysis for seed cotton yield and is components in upland cotton (Gossypium hirsutum L.). Int.J.Curr.Microbiol.App.Sci. 7(4), 1630-1638. Pretorius, M. M., Allemann, J. & Smith, M. F. (2015). Use of the AMMI model to analyse cultivar-environment interaction in cotton under irrigation in South Africa. Afr. J. Agric., 2, 76-80. Riaz, M., Naveed, M., Farooq, J., Farooq, A., Mahmood, A., Rafiq, C.M., Nadeem, M. & Sadiq, A. (2013). AMMI analysis for stabilityadaptability and GE interaction studies in cotton (Gossypium hirsutum L.). Journal of Animal Plant Science, 23(3), 865-871. Riaz, M., Farooq, J., Ahmed, S., Amin, M., Chattha, W. S., Ayoub, M. & Riaz A. K. (2019). Stability analysis of different cotton genotypes under normal and water-deficit conditions. Journal of Integrative Agriculture 2019, 18(6), 1257–1265 https://doi.org/10.1016/S2095-3119(18)62041-6 Shahzad, K., Tingxiang Qi, Liping Guo, Huini Tang, Xuexian Zhang, Hailin Wang, Xiuqin Qiao, Meng Zhang, Bingbing Zhang, Juanjuan Feng, Muhammad Shahid Iqbal, Jianyong Wu & Chaozhu Xing (2019). Adaptability and stability comparisons of inbred and hybrid cotton in yield and fiber quality traits. Agronomy, 9, 516. Shashibhushan, D. & Patel, U. G. (2020). Stability analysis for seed cotton yield and its components of conventional, GMS and CMS based hybrids in upland cotton (Gossypium hirsutum L.) Journal of Pharmacognosy and Phytochemistry, 9(4), 3283-3293. Shukla, G. K. (1972). Some statistical aspects of partitioning genotype - environmental components of variability. Heredity, 29, 237-245. Stoilova, A. (2010). Phenotypic stability of new cotton varieties with improved fibre quality. Agricultural Science and Technology, 2(1), 6-8, (Bg). Stoilova, A. & Dechev, D. (2002). Genotype-environment interaction and phenotypic stability of economic traits in cotton lines. Bulgarian Journal of Agricultural Science, 8, 485-491 Stoilova, A. & Dechev, D. (2003). Grouping of cotton lines by phenotypic stability through cluster analysis. Plant Science, 40, 33-37 (Bg). Valkova, N. & Dechev, D. (2005). Phenotype stability of mutant cotton lines for some quality traits of fibre. Field Crop Studies, 2(1), 57-62 (Bg). Valkova, N. & Dechev, D. (2006). Stability for yield and ability for mechanical harvest of advanced cotton lines. Field Crop Studies, 3(2), 223-226 (Bg). Valkova, N. & Dechev, D. (2012). Using PC-analysis for evaluation of phenotypic stability in cotton. Field Crop Studies, 8(1), 91-96. Valkova, N., Koleva, M. & Dimitrova, V. (2022). Phenotypic stability for economic traits of Bulgarian and foreighn cotton varieties. Rastenievadni nauki, 59(1), 60-74 Vavdiya, P. A., Chovatia, V. P., Bhut, N. M. & Vadodariya, G. D. (2021). G x E interactions and stability analysis for seed cotton yield and its components in cotton (Gossypium hirsutum L.). Electronic Journal of Plant Breeding, 12(2), 396-402. https://doi.org/10.37992/2021.1202.058 Ward, J. H. (1963). Hierarchical grouping to optimize an objective function. Journal of American Statistical Association, 58, 234-244 Westcott, B. (1986). Some methods of analysing genotype–environment interaction. Heredity 56, 243–253. Wricke, G. (1962). Uber eine methode zure Erfassung der okologisshen streubreite in feldversuchen. Z. Pflanzenzuechtg, 47, 92-96. Xu, N., Fok, M., Zhang, G., Li, J. & Zhou, Z. (2014). The application of GGE Bi-plot analysis for evaluating test locations and mega-environment investigation of cotton regional trials. J. Integr. Agric. Adv. 13(9), 1921-1933. Yan, W. & Kang, M.S. (2003). GGE Biplot Analysis: A Graphical Tool for Breeders, Geneticists, and Agronomists (1st ed.). CRC Press, Boca Raton.
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| Date published: 2024-10-24
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