This study details the nature and magnitude of the genetic effects associated with various quantitative characters (morphological and hydric relations) measured in maize seedlings during the osmotic phase of saline stress (100 mM NaCl). Three lines with differential behavior in salt stress: SC2 (tolerant), AFE (susceptible) and LP3 (moderately tolerant) were used to obtain contrasting crosses (SC2 × AFE) and (SC2 × LP3). An analysis of six generational means ( P 1 , P 2 , F 1 , F 2 , BC 1 and BC 2 ) was applied for each cross. First a scaling test was applied and then a three and six-parameter genetic models were used to estimate various genetic components. In none of the traits studied there was evidence of adequacy to the three parameter model, which indicates important epistatic effects in genetic expression. The dominant genetic effects were greater than the additive ones for all the characters evaluated. LG showed positive and significant differences for [ h ] in both crosses, indicating the presence of hybrid vigor and its possible use in the improvement. Low value of [ d ] and high of [ h ] both significant in SC2 × AFE, indicates existence of genes dispersion between the parental lines. While, for the cross SC2 × LP3, the low and significant value of [ d ] and not significant value of [ h ], indicate greater genetic similarity. In the SC2 × LP3 cross, the negative interaction [ l ] confirms ambidirectional dominance, while for SC2 × LP3 the positive sign indicates directional dominance. The analysis of tolerance to salinity in the osmotic phase showed a complex polygenic inheritance for the traits used, determined by simple and interaction effects of different magnitudes and significance according to the cross considered.
KeywordsMaizeSalinityOsmotic Stress ToleranceGenetic EffectsGeneration Means Analysis
Munns, R. (1993) Physiological Processes Limiting Plant Growth in Saline Soils: Some Dogmas and Hypotheses. Plant, Cell and Environ, 16, 15-24. https://doi.org/10.1111/j.1365-3040.1993.tb00840.x
Drew, M.C. and Lauchli, A. (1985) Oxygen-Dependent Exclusion of Sodium Ions from Shoots by Roots of Zea mays L. (cv Pioneer 3906) in Relation to Salinity Damage. Plant Physiology, 79, 171-176. https://doi.org/10.1104/pp.79.1.171
Munns, R. and Tester, M. (2008) Mechanisms of Salinity Tolerance. Annual Review of Plant Biology, 59, 651-681. https://doi.org/10.1146/annurev.arplant.59.032607.092911
Maas, E.V. and Hoffman, G.J. (1977) Crop Salt Tolerance-Current Assessment. Journal of the Irrigation and Drainage Division ASCE, 103, 15-34.
Collado, M.B., Aulicino, M.B., Arturi, M.J. and Molina, M.C. (2016) Selection of Maize Genotypes with Tolerance to Osmotic Stress Associated with Salinity. Agricultural Sciences, 7, 82-92. https://doi.org/10.4236/as.2016.72008
Yaseen, B.T., Abu-Al Basal, M.A. and Alhadi, F.A. (2010) An Analysis of Leaf Growth under Osmotic Stress. Journal of Plant Sciences, 5, 391-401. https://doi.org/10.3923/jps.2010.391.401
Flowers, T.J. and Yeo, A.R. (1995) Breeding for Salinity Resistance in Crop Plants: Where Next? Australian Journal of Plant Physiology, 22, 875-884. https://doi.org/10.1071/PP9950875
Dabholkar, A.R. (1992) Elements of Biometrical Genetics. Concept Publishing Company, New Delhi, India, 57-116.
Lamkey, K.R. and Lee, M. (1993) Quantitative Genetics, Molecular Markers, and Plant Improvement. In: Imrie, B.C. and Hacker, J.B., Eds., Focused Plant Improvement: Towards Responsible and Sustainable Agriculture, Organising Committee, Australian Convention and Travel Service, Canberra, 104-115.
Singh, R.P. and Singh, S. (1992) Estimation of Genetic Parameters through Generation Mean Analysis in Bread Wheat. Indian Journal of Genetics and Plant Breeding, 52, 369-375.
Kearsey, M.J. and Pooni, H.S. (1996) The Genetical Analysis of Quantitative Traits. Chapman and Hall, London, 380.
Mather, K. and Jinks, J.L. (1982) Introduction Biometrical Genetics. 3rd Edition, Chapman and Hall, London, 396.
Azevedo Neto, A., Tarquinio Prisco, J., Enéas-Filho, J., Lacerda, C., Vieira Silva, J., Alves da Costa, P. and Gomes-Filho, E. (2004) Effects of Salt Stress on Plant Growth, Stomatal Response and Solute Accumulation of Different Maize Genotypes. Brazilian Journal of Plant Physiology, 16, 31-38. https://doi.org/10.1590/S1677-04202004000100005
Azevedo Neto, A., Tarquinio Prisco, J., Enéas-Filho, J., Medeiros, J. and Gomes-Filho, E. (2005) Effects of Salt Stress on Plant Growth, Stomatal Response and Solute Accumulation of Different Maize Genotypes. Journal of Plant Physiology, 162, 1114-1122. https://doi.org/10.1016/j.jplph.2005.01.007
Azevedo Neto, A., Tarquinio Prisco, J., Enéas-Filho, J., Abreu, C. and Gomes-Filho, E. (2006) Effect of Salt Stress on Antioxidative Enzymes and Lipid Peroxidation in Leaves and Roots of Salt-Tolerant and Salt-Sensitive Maize Genotypes. Environmental and Experimental Botany, 56, 87-94. https://doi.org/10.1016/j.envexpbot.2005.01.008
De Costa, W., Zorb, C., Hartung, W. and Schubert, S. (2007) Salt Resistance Is Determined by Osmotic Adjustment and Abscisic Acid in Newly Developed Maize Hybrids in the First Phase of Salt Stress. Physiologia Plantarum, 131, 311-321. https://doi.org/10.1111/j.1399-3054.2007.00962.x
Cicek, N. and Cakirlar, H. (2002) The Effect of Salinity on Some Physiological Parameters in Two Maize Cultivars. Bulgarian Journal of Plant Physiology, 28, 66-74.
Khan, A.A. and McNeilly, T. (2005) Triple Test Cross Analysis for Salinity Tolerance Based upon Seedling Root Length in Maize (Zea mays L.). Breeding Science, 55, 321-325.
Mata, C.G. and Lamattina, L. (2001) Nitric Oxide Induces Stomatal Closure and Enhances the Adaptative Plant Responses against Drought Stress. Plant Physiology, 126, 1196-1204. https://doi.org/10.1104/pp.126.3.1196
Xing, H., Tan, L., An, L., Zhao, Z., Wang, S. and Zhang, C. (2004) Evidence for the Involvement of Nitric Oxide and Reactive Oxygen Species in Osmotic Stress. Tolerance of Wheat Seedling: Inverse Correlation between Leaf Abscicic Acid Accumulation and Leaf Water Loss. Plant Growth Regulation, 42, 61-68. https://doi.org/10.1023/B:GROW.0000014894.48683.1b
Mansour, M.M. and Salama, K.H. (2004) Cellular Basis of Salinity Tolerance in Plants. Environmental and Experimental Botany, 52, 113-122. https://doi.org/10.1016/j.envexpbot.2004.01.009
Mansour, M.M., Salama, K.H., Ali, F.Z. and Abou Hasid, A.F. (2005) Cell and Plant Response to Na Cl in Zea mays L. Cultivars Differing in Salt Tolerance. General and Applied Plant Physiology, 31, 29-41.
Mather, K. (1949) Biometrical Genetics. Dover Publication, Inc., New York, 158.
Hayman, B.I. and Mather, K. (1955) The Description of Genetic Interaction in Continuous Variation. Biometrics, 11, 69-82. https://doi.org/10.2307/3001481
Cavalli, L.L. (1952) An Analysis of Linkage in Quantitative Inheritance. In: Rieve, E.C.R. and Waddington, C.H., Eds., Quantitative Inheritance, HMSO, London, 144.
Jinks, J.L. and Jones, R.M. (1958) Estimation of the Components of Heterosis. Genetics, 43, 223-234.
Smith, H.H. (1952) Fixing Transgressive Vigour in Nicotiana Rustica. In: Gowen, J. W., Ed., Heterosis, Iowa State College Press, Ames, IA, 161-174.
Singh, R.K. and Chaudhary, B.D. (1985) Biometrical Method in Quantitative Genetic Analysis. Kalyani Publishers, Kamla Nagar, Delhi, India, 318.
Soehendi, R. and Srinives, P. (2005) Significance of Heterosis and Heterobeltiosis in an F1 hybrid of Mungbean (Vigna radiata (L.) Wilczek) for Hybrid Seed Production. SABRAO Journal of Breeding and Genetics, 37, 97-105.
Burton, G.W. (1951) Quantitative Inheritance in Pearl Millet (Pennisetum glaucum). Agronomy Journal, 43, 409-417. https://doi.org/10.2134/agronj1951.00021962004300090001x
Warner, J.N. (1952) A Method for Estimating Heritability. Agronomy Journal, 44, 427-430. https://doi.org/10.2134/agronj1952.00021962004400080007x
Johanson, H.W., Robinson, H.S. and Comstock, R.F. (1955) Estimates of Genetic and Environmental Variability in Soybean. Agronomy Journal, 47, 314-318. https://doi.org/10.2134/agronj1955.00021962004700070009x
Cruz, C.D. (2013) Programa Genes: Versao Windows, aplicativo computacional em genética e estadística. UFV Vicosa, Brasil, 648.
Steel, R.G.D., Torrie, J.H. and Dickey, D.A. (1997) Principles and Procedures of Statistics: A Biometrical Analysis. McGraw Hill, New York.
Swarup, V. and Chaugale, D.S. (1962) Studies on Genetic Variability in Sorghum. I. Phenotypic Variation and Its Heritable Component in Some Important Quantitative Characters Contribution towards Yield. Indian Journal of Genetics and Plant Breeding, 22, 31-36.
Upadhyaya, H.D. and Nigam, S.N. (1998) Epistasis for Vegetative and Reproductive Traits in Peanut. Crop Science, 38, 44-49. https://doi.org/10.2135/cropsci1998.0011183X003800010008x
Rafiq, M., Rafique, M., Hussain, A. and Altaf, M. (2010) Studies on Heritability, Correlation and Path Analysis in Maize (Zea mays L.). Journal of Agricultural Research, 48, 35-38.
Asadabadi, Y.Z., Khodarahmi, M., Nazeri, S.M., Mohamadi, A. and Peyghambari, S.A. (2012) Genetic Study of Grain Yield and Its Components in Bread Wheat Using Generation Mean Analysis under Water Stress Condition. Journal of Plant Physiology and Breeding, 2, 55-60.
Kere, G.M., Guo, Q.W., Shen, J., Xu, J. and Chen, J.F. (2013) Heritability and Gene Effects for Salinity Tolerance in Cucumber (Cucumis sativus L.) Estimated by Generation Mean Analysis. Scientia Horticulturae, 159, 122-127. https://doi.org/10.1016/j.scienta.2013.04.020
Ali, Z., Khan, A.S., Karim, I., Uzair, M., Mahmood, T., Saeed, T., Sarwar, S., Ghori, N., Nisar, Z., Sarwat, S.S., Qayyum, A. and Khan, A.A. (2014) Generation Mean Effects, Heterosis and Heritabilities for Seedling, Adult and Physiological Salinity Tolerance in Spring Wheat (Triticum aestivum). International Journal of Agriculture and Biology, 16, 1059-1066.
Hassan, M. and El-Said, R.A.R. (2014) Generation Means Analysis for Some Agronomic Characters in Two Crosses of Bread Wheat (Triticum aestivum L.) Grown under Saline Soil Conditions. World Applied Sciences Journal, 30, 1526-1531.
Saha Ray, P. and Amirul Islam, M. (2008) Genetic Analysis of Salinity Tolerance in rice. Bangladesh Journal of Agricultural Research, 33, 519-529.
Edwards, L.H., Ketata, H. and Smith, E.L. (1975) Gene Action of Heading Date, Plant Height, and Other Characters in Two Winter Wheat Crosses. Crop Science, 16, 275-277. https://doi.org/10.2135/cropsci1976.0011183X001600020029x
Cukadar-Olmedo, B. and Miller, J.F. (1997) Inheritance of the Stay Green Trait in Sunflower. Crop Science, 37, 150-153. https://doi.org/10.2135/cropsci1997.0011183X003700010026x
Haleem, S., Metwali, M.R. and Felaly, M.M. (2010) Genetic Analysis of Yield and Its Components of Some Egyptian Cotton (Gossypium barbadense L.) Varieties. World Journal of Agricultural Sciences, 6, 615-621.
Weir, B.S. and Cockerham, C.C. (1977) Two-Locus Theory in Quantitative Genetics. In: Pollak, E., Kempthorne, O. and Bailey Jr., T.B., Eds., Proceedings of the International Conference on Quantitative Genetics, Iowa State University Press, Ames, IA, 247-269.