Microsatellite-based heterotic grouping of temperate maize (Zea mays L.) inbred lines

Document Type : Original research paper

Authors
1 Department of Genetic and Plant Production, Faculty of Agriculture and Natural Resources, University of Mohaghegh Ardabili, Ardabil, Iran
2 Department of Maize and Forage Crops Research, Seed and Plant Improvement Institute (SPII), Agricultural Research, Education and Extension Organization (AREEO), Karaj, Iran.
Abstract
Maize (Zea mays L.) is an essential cereal crop globally, with breeding efforts aiming to develop high-yielding hybrids through heterotic patterns. This study assessed the feasibility of classifying 51 maize inbred lines into the heterotic groups using 30 Simple Sequence Repeat (SSR) markers. Out of the 30 marker pairs tested, 28 displayed polymorphism, producing a total of 68 alleles, ranging from 2 to 4 alleles per locus, with an average of 2.43 alleles per locus. The primers umc2152 and Bnlg1194 exhibited the highest number of alleles, while the marker mmc0481 had the highest allele frequency. Polymorphic Information Content (PIC) values ranged from 0.08 to 0.93, with an average value of 0.56. The highest ∆K value resulted in the classification of the inbred lines into five distinct heterotic groups. The findings suggest that SSR markers effectively reveal significant genetic diversity, making them valuable tools for the classification of maize inbred lines. This categorization can assist in identifying heterotic patterns and predicting heterosis for future hybrid production.
Keywords
Subjects

Anderson, J., Ogihara, Y., Sorrells, M., and Tanksley, S. (1992). Development of a chromosomal arm map for wheat based on RFLP markers. Theor. Appl. Genet. 83: 1035-1043.
Aung, N., Aye, M., Moe, K., Win, S., and Htwe, N.M. (2023). Assessment of genetic diversity in Myanmar maize inbred lines using SSR markers. Agr. Food. Sci. Biotech. 1(1): 54-61.
Botstein, D., White, R.L., Skolnick, M., and Davis, R.W. (1980). Construction of a genetic linkage map in man using restriction fragment length polymorphisms. Am. J. Hum. Genet. 32(3): 314.
Choukan, R., Shirkhani, A., Afsharmanesh, G.R., Estakhr, A., Sabzi, M.H., Darkhal, H., Najafinejad, H., Shiri, M.R., Afarinesh, A., and Barzegari, M. (2013). Maize new hgh yielding hybrid KSC 706. Res. Achiev.  Field  Hort. Crops 2(3): 241-251.
Dehghanpour, Z., Hasanzadeh Moghaddam, H., Estakhr, A., Sabzi, M., Mozayan, A., Shiri, M., Shirkhani, A., Mohseni, M., Anvari, K., and Zamani, M. (2018). Kousha (KSC 201) An early maturing maize hybrid suitable for different maize growing regions of Iran particularly areas with limited growing season duration and irrigation water. Res. Achiev.  Field  Hort. Crops 7(1): 71-82.
Eltaher, S., Sallam, A., Belamkar, V., Emara, H.A., Nower, A.A., Salem, K.F., Poland, J., and Baenziger, P.S. (2018). Genetic diversity and population structure of F3: 6 Nebraska winter wheat genotypes using genotyping-by-sequencing. Front. Genet. 9: 76.
Hussain, I., Ali, S., Liu, W., Awais, M., Li, J., Liao, Y., Zhu, M., Fu, C., Liu, D., and Wang, F. (2022). Identification of heterotic groups and patterns based on genotypic and phenotypic characteristics among rice accessions of diverse origins. Front. Genet. 13: 811124.
Kimura, M., and Crow, J.F. (1964). The number of alleles that can be maintained in a finite population. Genetics 49(4): 725.
Kumar, S., Kirk, C., Deng, C., Wiedow, C., Knaebel, M., and Brewer, L. (2017). Genotyping-by-sequencing of pear (Pyrus spp.) accessions unravels novel patterns of genetic diversity and selection footprints. Hortic. Res. 4.
Lewontin, R.C. (2014). "The apportionment of human diversity," in The concept of race in natural and social science. Routledge), 7-24.
Melchinger, A.E., and Gumber, R.K. (1998). Overview of heterosis and heterotic groups in agronomic crops. Concepts and breeding of heterosis in crop plants 25: 29-44.
Nei, M. (1973). Analysis of gene diversity in subdivided populations. Proc. Natl. Acad. Sci 70(12): 3321-3323.
Nikhou, F., Ebrahimi, A., and Shiri, M. (2013). Genetic diversity assessment among maize hybrids with using SSR markers. Tech. J. Engin. Appl. Sci 3: 3831-3834.
Nikolić, A., Ignjatović-Micić, D., Kovačević, D., Čamdžija, Z., Filipović, M., and Mladenović Drinić, S. (2015). Genetic diversity of maize inbred lines as inferred from SSR markers. Genetika 47(2): 489-498.
Oyetunde, O.A., Badu-Apraku, B., Ariyo, O.J., and Alake, C.O. (2020). Efficiencies of heterotic grouping methods for classifying early maturing maize inbred lines. Agronomy 10(8): 1198.
Pritchard, J.K., Stephens, M., and Donnelly, P. (2000). Inference of population structure using multilocus genotype data. Genetics 155(2): 945-959.
Rudolf-Pilih, K., Petkovšek, M., Jakše, J., Štajner, N., Murovec, J., and Bohanec, B. (2019). Proposal of a new hybrid breeding method based on genotyping, inter-pollination, phenotyping and paternity testing of selected elite F1 hybrids. Front. Plant Sci. 10: 1111.
Scott, M., and Emery, M. (2016). "Maize: overview," in Encyclopedia of Food Grains. 2nd edition, ed. C. Wrigley, Corke, H., and Seetharaman, K., Faubion, J.  (Oxford: Academic Press), 99-104.
Shiri, M., Choukan, R., and Aliyev, R. (2014). Study of genetic diversity among maize hybrids using SSR markers and morphological traits under two different irrigation conditions. Crop Breed. J. 4(1): 65-72.
Suwarno, W.B. (2014). The usefulness of molecular markers approach for developing heterotic groups in maize. J. Trop. Crop Sci 1: 4-10.
Synrem, G.J., Marker, S., Ramteke, P., and Charan, A.A. (2017). Simple sequence repeat (SSR) markers for molecular diversity and heterozygosity analysis in maize (Zea mays L.) inbred lines. J Pharmacogn Phytochem. 6(6): 732-737.
Vathana, Y., Sa, K.J., Lim, S.E., and Lee, J.K. (2019). Genetic diversity and association analyses of Chinese maize inbred lines using SSR markers. Plant Breed. Biotech. 7(3): 186-199.
Virmani, S., Pandey, M., Singh, I., and Xu, W.J. (2004). Classical and molecular concepts of heterosis. Plant Breed.: 407-418.
Xia, X., Reif, J., Hoisington, D., Melchinger, A., Frisch, M., and Warburton, M. (2004). Genetic diversity among CIMMYT maize inbred lines investigated with SSR markers: I. Lowland tropical maize. Crop Sci. 44(6): 2230-2237.
Zhou, C., Jian, S., Peng, W., and Li, M. (2018). Genetic diversity of Ascaris in China assessed using simple sequence repeat markers. Korean J Parasitol 56(2): 175.
Volume 12, Issue 1
June 2024
Pages 60-69

  • Receive Date 09 October 2024
  • Revise Date 26 October 2024
  • Accept Date 27 October 2024
  • First Publish Date 27 October 2024