ADVANCED JOURNAL OF PLANT BIOLOGY
Integrity Research Journals

ISSN: 2992-4928
Model: Open Access/Peer Reviewed
DOI: 10.31248/AJPB
Start Year: 2019
Email: ajpb@integrityresjournals.org


Evaluation of genetic variability and interrelationships among M3 and M4 maize inbred lines in Kenya

https://doi.org/10.31248/AJPB2020.013   |   Article Number: E14706F32   |   Vol.2 (1) - February 2021

Received Date: 07 December 2021   |   Accepted Date: 25 February 2021  |   Published Date: 28 February 2021

Authors:  John Kimondo Kariuki* , Stephen Mwangi Githiri , John Mwibanda Wesonga and Tesfamichael Semere Mallu

Keywords: principal component analysis, cluster analysis, morphological traits, variations, Zea mays.

The present study was conducted at Jomo Kenyatta University of Agriculture and Technology, Juja to assess the agronomic performance of mutant maize lines of 39 filial generation 3 (M3) and filial generation 4 (M4) maize lines and a check variety among agro-morphological traits with their association with grain yield. Data on various agro-morphological characters were recorded using morphological descriptors for maize and analyzed using Genstat Release 14.1. Data was also subjected to XLSTAT 2014 and DARwin 6.0.12 software for principal and cluster analyses. Results obtained differed significantly in herbicide tolerance days for both M3 and M4 (p≤0.01). However, plant height, maturity days, flag leaf length and width, grains ear-1, ear length, ear diameter and grain yield plant-1 differed significantly in M3 and M4 lines (p≤0.05)Grain yield plant-1 showed a strong significant positive correlation with anthesis days, plant height, grains ear-1 and ear diameter and length but negatively correlated with days to pollen shedding, tasseling, maturity and tolerance in M3 while flag leaf width, harvestable and total ears plant-1 showed positive and significant correlation but negatively correlated with tolerance days in M4. Principal component analysis showed variations among mutated maize lines in M3 and M4 with first seven principal components (PC) indicating that the first six PCs explained 78.69% and first six PCs contributing 71.28% respectively of the total variation. Cluster analysis showed three clusters and seven sub-clusters indicating differences in morphological diversity among the M3 inbred lines and two clusters with cluster one of hybrid 513 and three sub-clusters in cluster two of hybrid 520. Plant height, flowering days and ear length were crucial phenological traits determining grain yield among herbicide tolerant lines showing significant variability that could be considered in hybridization and development of herbicide tolerant hybrid genotypes in future maize breeding programmes.

Abdulkhaleq, D. A., & Tawfiq, S. I. (2014). Correlation and path coefficient analysis of yield and agronomic characters among some maize genotypes and their F1 hybrids in a diallel cross. Journal of Zankoy Sulaimani, 16(Special issue), 1-8.
Crossref
 
Abtahi, M., & Arzani, A. (2013). Molecular and morphological assessment of genetic variability induced by gamma radiation in canola. Journal of Plant Molecular Breeding, 1(2), 69-84.
 
Ahmad, S. Q., Khan, S., Ghaffar, M., & Ahmad, F. (2011). Genetic Diversity Analysis for Yield and Other Parameters in Maize (Zea mays L.) Genotypes, 3(5), 385-388.
 
Aisha, M., Kadams, A. M., Fakuta, N. M., & Jatto, M. I. (2015). Correlation among yield components in maize (Zea mays L.). International Journal of Advanced Research, 3(10), 413-416.
 
Akinyele, M. O., Oyewale, R. O., Idowu, G. A., Ibrahim, H. M., & Afolabi, S. G. (2019). Genetic variability among sorghun (Sorghum bicolor L. Moench) accessions. International Journal of Current Research, 11(08), 5891-5896.
 
Ali, A., Rahman, H. U., Shah, L., Rahman, A. U., & Misbahullah. (2015). Combining ability and heterotic effects for flowering and morphological traits in a local maize variety Sarhad white of Pakistan. Academia Journal of Agricultural Research, 3(9), 169-175.
 
Anderson, S. L., Murray, S. C., Malambo, L., Ratcliff, C., Popescu, S., Cope, D., Chang, A., Jung, J., & Thomasson, J. A. (2019). Prediction of maize grain yield before maturity using improved temporal height estimates of unmanned aerial systems. The Plant Phenome Journal, 2(1), 1-15.
Crossref
 
Anjorin, F. B., & Ogunniyan, D. J. (2014). Comparison of growth and yield components of five quality protein maize varieties. International Journal of Agriculture and Forestry, 4(1), 1-5.
 
Baqa, S., Haseeb, A., Ahmed, M., & Ahmed, A. (2014). Evaluation of growth of different maize marieties in field under the climatic conditions of Peshawar. Journal of Natural Sciences Research, 4(7), 22-27.
 
Baraki, F., Gebregergis, Z., Belay, Y., Berhe, M., Teame, G., Hassen, M., Gebremedhin, Z., Abadi, A., Negash, W., Atsbeha, A., & Araya, G. (2020). Multivariate analysis for yield and yield-related traits of sesame (Sesamum indicum L.) genotypes. Heliyon, 6(10), e05295.
Crossref
 
Batjes, H. N. (2006). World Bank Climate Change Portal 2.0.
 
Bello, O. B., & Olaoye, G. (2012). Analysis of grain yield and agronomic characteristics in drought-tolerant maize varieties belonging to two maturing groups. World Research Journal of Agricultural Biotechnology, 1(1), 10-13.
 
Borrás, L., Westgate, M. E., Astini, J. P., & Echarte, L. (2007). Coupling time to silking with plant growth rate in maize. Field Crops Research, 102(1), 73-85.
Crossref
 
Chanda, R., Mukanga, M., Mwala, M., Osiru, D. S., & MacRobert, J. (2014). A comparative analysis of distinctness, uniformity and stability (DUS) data in discriminating selected Southern African maize (Zea mays L.) inbred lines. African Journal of Agricultural Research, 9(41), 3056-3076.
Crossref
 
Dari, S., Macrobert, J., Minnaar-Ontong, A., & Labuschagne, M. T. (2017). Effect of the few-branched-1 (Fbr1) tassel mutation on performance of maize inbred lines and hybrids evaluated under stress and optimum environments. Maydica, 62(2).
 
Dere, Ş., & Yildirim, M. B. (2006). Inheritance of grain yield per plant, flag leaf width, and length in an 8 x 8 diallel cross population of bread wheat (T. aestivum L.). Turkish Journal of Agriculture and Forestry, 30(5), 339-345.
 
FAO, IFAD, UNICEF, WFP, & WHO. (2018). The State of Food Security and Nutrition in the World 2018. Building Climate Resilience for Food Security and Nutrition. Retrieved from www.fao.org/publications
 
Forlani, G., & Racchi, M. L. (1995). Glyphosate tolerance in maize (Zea mays L.). 1. Differential response among inbred lines. Euphytica, 82, 157-164.
Crossref
 
Franco-duran, J., Crossa, J., Chen, J., & Hearne, S. J. (2019). The impact of sample selection strategies on genetic diversity and representativeness in germplasm bank collections. BMC Plant Biology, 19(520), 1-17.
Crossref
 
Garba, L. L., & Namo, O. A. T. (2013). Productivity of maize hybrid maturity classes in savanna agro-ecologies in Nigeria. African Crop Science Journal, 21(4), 323-335.
 
Ghimire, B., & Timsina, D. (2015a). Analysis of yield and yield attributing traits of maize genotypes in Chitwan, Nepal. Scrutiny International Research Journal of Agriculture, Plant Biotechnology and Bio Products (SIRJ-APBBP), 2(4), 153-162.
 
Ghimire, B., & Timsina, D. (2015b). Analysis of yield and yield attributing traits of maize genotypes in Chitwan, Nepal. World Journal of Agricultural Research, 3(5), 153-162.
 
GoK (1997). Thika District Development Plan 1997-2001. Nairobi, Kenya.
 
Hussain, M. A., & Hassan, Z. A. (2010). Genetic variability, heritability and correlation studied for yield and yield components in maize hybrids. Sarhad Journal of Agriculture, 30(4), 472-478.
 
Iqbal, T., Hussain, I., Ahmad, N., Nauman, M., Ali, M., Saeed, S., Zia, M., Ali, F. (2018). Genetic variability, correlation and cluster analysis in elite lines of rice. Journal of Scientific Agriculture, 2, 85-91.
Crossref
 
Jaleel, C., Manivannan, P., Wahid, A., Article, F. L., Jaleel, C., Manivannan, P., & Wahid, A. (2009). Drought stress in plants: a review on morphological characteristics and pigments composition. International Journal of Agriculture and Biology, 11(1), 100-105.
 
Kanagarasu, S., Nallathambi, G., Ganesan, K. N., & Kannan, S. (2012). Contribution of different yield components for grain yield improvement in Maize (Zea mays L.). Electronic Journal of Plant Breeding, 3(1), 660-663.
 
Kariuki, J., Githiri, S., Wesonga, J., & Tesfamichael, T. (2016). Assessment of variation in agro-morphological traits in M3 and M4 maize lines. International Journal of Agronomy and Agricultural Research, 9(2), 147-161.
 
Kashiani, P., Saleh, G., Abdullah, N. A. P., & Abdullah, S. N. (2010). Variation and genetic studies on selected sweet corn inbred lines. Asian Journal of Crop Science, 2(2), 78-84.
Crossref
 
Kazi, N. A. (2015). Multidisciplinary studies. Asian Journal of Multidisciplinary Studies, 3(3), 228-230.
 
Kinfe, H., & Tsehaye, Y. (2015). Studies of heritability, genetic parameters, correlation and path coefficient in elite maize hybrids. Academic Research Journal of Agricultural Science and Research, 3(10), 296-303.
 
Kose, A., Onder, O., Bilir, O., & Kosar, F. (2018). Application of multivariate statistical analysis for breeding strategies of spring safflower (Carthamus tinctorius L.). Turkish Journal of Field Crops, 23(1), 12-19.
Crossref
 
Malik, K., Khan, M. A. ullah, Abbas, S. J., Abbas, Z., Malik, M., & Malik, K. (2011). Genotypic and phenotypic relationship among maturity and yield traits in maize hybrids (Zea mays L.). International Research Journal of Agricultural Science and Soil Science, 1(8), 339-343.
 
Mallikarjuna, N. M., Haradari, C., Shashibhaskar, M. S., & Prahalada, G. D. (2003). Genetic variability and correlation studies for yield and related characters in single cross hybrids of maize (Zea mays L.). Current Biotica, 5(2), 157-163.
 
Mathan, J., Bhattacharya, J., & Ranjan, A. (2016). Enhancing crop yield by optimizing plant developmental features. Development, 143(18), 3283-3294.
Crossref
 
Mourice, S. K., Rweyemamu, C. L., Tumbo, S. D., & Amuri, N. (2014). Maize cultivar specific parameters for decision support system for agrotechnology transfer (DSSAT) application in Tanzania. American Journal of Plant Sciences, 05(06), 821-833.
Crossref
 
Nadolska-Orczyk, A., Rajchel, I. K., Orczyk, W., & Gasparis, S. (2017). Major genes determining yield-related traits in wheat and barley. Theoretical and Applied Genetics, 130(6), 1081-1098.
Crossref
 
Naseem, A., Nagarajan, L., & Pray, C. (2018). The role of maize varietal development on yields in the role of maize varietal development on yields in Kenya. 10th International Conference of Agricultural Economists July 28-August 2, 1-26.
 
Ndou, V., Shimelis, H., Odindo, A., & Modi, A. (2015). Agro-morphological variation among two selected wheat varieties after ethylmethanesulphonate mutagenesis. Research on Crops, 16(1), 27-36.
Crossref
 
Nelimor, C., Badu-Apraku, B., Tetteh, A. Y., Garcia-Oliveira, A. L., & N'guetta, A. S. P. (2020). Assessing the potential of extra-early maturing landraces for improving tolerance to drought, heat, and both combined stresses in maize. Agronomy, 10(3), 1-23.
Crossref
 
Nyaga, C., Gowda, M., Beyene, Y., Murithi, W. T., Burgueno, J., Toledo, F., Makumbi, D., Olsen, M. S., Das, B., L. M. S., Prasanna, B. M. (2020). Hybrid breeding for MLN resistance: Heterosis, combining ability, and hybrid prediction. Plants, 9(468), 1-15.
Crossref
 
Nzamu, J. M. (2018). Assessment of agronomic performance and haploid induction rate of tropically adapted inducer maize lines (Kenyatta University; Vol. 14).
Link
 
Okuyama, L. A., Federizzi, L. C., & Neto, J. F. B. (2004). Correlation and path analysis of yield and its components and plant traits in wheat. Ciência Rural, 34(6), 1701-1708.
Crossref
 
Oladosu, Y., Rafii, M. Y., Abdullah, N., Abdul Malek, M., Rahim, H. A., Hussin, G., Abdul Latif, M., & Kareem, I. (2014). Genetic variability and selection criteria in rice mutant lines as revealed by quantitative traits. The Scientific World Journal, Volume 2014, Article ID 190531.
Crossref
 
Payne, R. W., Murray, D. A., Harding, S. A., Baird, D. B., & Soutar, D. M. (2011). An Introduction to Gen Stat for Win- dows (14th ed.). Hemel Hempstead: VSN International.
 
Peiris, B. L., & Hallauer, A. R. (2005). Comparison of half-sib and full-sib reciprocal recurrent selection and their modifications in simulated populations. Maydica, 50(1), 25-37.
 
Poudel, M., Paudel, H. K., & Yadav, B. P. (2015). Correlation of traits affecting grain yield in winter maize (Zea mays L.) genotypes. International Journal of Applied Sciences and Biotechnology, 3(3), 443-445.
Crossref
 
Powell, J. R., Levy-Booth, D. J., Gulden, R. H., Asbil, W. L., Campbell, R. G., Dunfield, K. E., Hamill, A. S., Hart, M. M., Lerat, S., Nurse, R. E. & Klironomos, J. N. (2009). Effects of genetically modified, herbicide-tolerant crops and their management on soil food web properties and crop litter decomposition. Journal of Applied Ecology, 46(2), 388-396.
Crossref
 
Rahman, H., Arifuddin, Shah, Z., Shah, S. M. A., Iqbal, M., & Khalil, I. H. (2012). Evaluation of maize S2 lines in test cross combinations II: Yield and yield components. Pakistan Journal of Botany, 42(3), 1619-1627.
 
Rahman, S., Mia, M. M., Quddus, T., Hassan, L., & Haque, M. A. (2015). Assessing genetic diversity of maize (Zea mays L.) genotypes for agronomic traits. Agriculture, Livestock and Fisheries, 2(1), 53-61.
Crossref
 
Reddy, V. R., Jabeen, F., Sudarshan, M. R., & Rao, A. S. (2013). Studies on genetic variability, heritability, correlation and path analysis in maize (Zea mays L.) over locations. International Journal of Applied Biology and Pharmaceutical Technology, 4(1), 195-199.
 
Rizwan, M., Akhtar, S., Aslam, M., & Asghar, M. J. (2015). Development of herbicide resistant crops through induced mutations. Advancements in Life Sciences, 3(1), 01-08.
 
Roychowdhury, R., & Tah, J. (2013). Crop improvement: New approaches and modern techniques. In: Hakeem K. R., Ahmad, P., & Ozturk, M. (Eds.), Mutagenesis-A Potential Approach for Crop Improvement (pp. 149-187).
Crossref
 
Saleh, G. B., Abdullah, D., & Anuar, A. R. (2002). Performance, heterosis and heritability in selected tropical maize single, double and three-way cross hybrids. The Journal of Agricultural Science, 138(1), 21-28.
Crossref
 
Schroeder, C., Onyango, T. K. O., Nar, R. B., Jick, N. A., Parzies, H. K., & Gemenet, D. C. (2013). Potentials of hybrid maize varieties for small-holder farmers in Kenya: a review based on Swot analysis. African Journal of Food, Agriculture, Nutrition and Development, 13(2).
 
Seka, D., Bonny, B. S., Sie, R. S., & Gourène, B. A. A. (2019). Analysis of the relationship between the key parameters of grain yield in two maize (Zea mays L.) genotypes. Advances in Crop Science and Technology, 7(3), 1-5.
Crossref
 
Shah, T., Ullah, I., Iqbal, M., Afridi, K., & Ullah, H. (2012). Heritability estimates for maturity and morphological traits based on testcross progeny performance of maize. ARPN Journal of Agricultural and Biological Science, 7(5), 317-324.
 
Shamim, Z., Baklhsh, A., & Abid, H. (2010). Genetic variability among maize genotypes under agro climatic conditions of Kotli (Azad Kashmir). World Applied Sciences Journal, 18(11), 1356-1365.
 
Sharma, R., Maloo, S. R., & Joshi, A. (2014). Genetic variability analysis in diverse maize genotypes (Zea mays L.). Electronic Journal of Plant Breeding, 5(3), 545-551.
 
Shehzad, T., & Okuno, K. (2014). Diversity assessment of sorghum germplasm and its utilization in genetic analysis of quantitative traits-A review. Australian Journal of Crop Science, 8(6), 937-944.
 
Shrestha, J. (2014). Morphological variation in maize inbred lines. International Journal of Environment, 3(2), 98-107.
Crossref
 
Shrestha, J. (2016). Cluster analysis of maize inbred lines. Journal of Nepal Agricultural Research Council, 2, 33-36.
Crossref
 
Singh, A. P. (2011). Genetic variability in two-rowed barley (Hordeum vulgare L.). Indian Journal of Scientific Research, 2(3), 21-23.
 
Singh, N. I., & Chauhan, J. S. (2010). Evaluation of Quantitative physiological traits of some hybrid maize. World Journal of Agricultural Sciences, 6(3), 297-300.
 
Skoufogianni, E., Solomou, A., Charvalas, G., & Danalatos, N. (2019). Maize as energy crop. In: Maize - Production and use (pp. 1-16).
Crossref
 
Sujiprihati, S., Saleh, G. Bin, & Ali, E. S. (2002). Heritability, performance and correlation studies on single cross hybrids of tropical maize. Asian Journal of Plant Sciences, 2(1), 51-57.
Crossref
 
Szoke, C., Zsubori, Z., Gyenes, Z., Illes, H. O., Pok, I., & Racz, F. (2002). Inheritance of plant and ear height in maize (Zea Mays L.). Acta Agraria Debreceniensis, 8, 1-5.
Crossref
 
Tofiq, S. E., Amin, T. N. H., Abdulla, S. M. S., & Abdulkhaleq, D. A. (2015). Correlation and path coefficient analysis of grain yield and yield components in some barley genotypes created by full diallel analysis in Sulaim region for F2 generation. International Journal of Plant, Animal and Environmental Sciences, 5(4), 76-80.
 
Tulu, B. N. (2015). Correlation and path coefficients analysis studies among yield and yield related traits of quality protein maize (QPM) inbred lines. International Journal of Plant Breeding and Crop Science, 1(2), 6-17.
 
Vega, S. H., Sauer, M., Orkwiszewski, J. A. J., & Poethig, R. S. (2002). The early phase change gene in maize. Plant Cell, 14(1), 133-147.
Crossref
 
Williams, M. K., Heiniger, R. W., Everman, W. J., & Jordan, D. L. (2014). Weed control and corn (Zea mays) response to planting pattern and herbicide program with high seeding rates in North Carolina. Advances in Agriculture, Volume 2014, Article ID 261628.
Crossref
 
Yu, K., Wang, H., Liu, X., Xu, C., Li, Z., Xu, X., Liu, J., Wang, Z., Xu, Y. (2020). Large-scale analysis of combining ability and heterosis for development of hybrid maize breeding strategies using diverse germplasm resources. Frontiers in Plant Science, 11(660), 1-16.
Crossref
 
Zarei, B., Kahrizi, D., Aboughadareh, A. P., & Sadeghi, F. (2012). Correlation and path coefficient analysis for determining interrelationships among grain yield and related characters in corn hybrids (Zea mays L.). International Journal of Agriculture and Crop Sciences, 4(20), 1519-1522.
 
Zsubori, Z., Gyenes-Hegyi, Z., Illés, O., Pók, I., Rácz, F., & Szőke, C. (2002). Inheritance of plant and ear height in maize (Zea mays L.). Acta Agraria Debreceniensis, 8, 34-38.
Crossref