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  • 1 Abou-Bekr-Belkaïd University, 22, Rue Abi Ayad Abdelkrim, Fg Pasteur B.P 119, Tlemcen 13000, Algeria
  • | 2 National Gene Bank of Tunisia, Street Yasser Arafet, 1080 Charguia 1. Tunis, Tunisia
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Climate change has significantly affected wheat yield. Many studies have suggested that rising temperatures could be harmful to cereals around the world. Thus, the valorization of the desert wheat resources is essential to improve the resistance of this species to climate change. In this context, twenty-eight different local Saharan bread wheat (Triticumaestivum L.) genotypes were described using ten preselected SSR markers. The tested SSRs produced a total number of 20 alleles with an allelic size ranged from 100 pb (WMC261) to 400 pb (WMC257). The allele frequency varied from 0.1 for the allele 230 pb (WMC156) to 1 for the alleles 187 pb, 310 pb (WMC97, WMC168). Likewise, the PIC values ranged from 0 (WMC97, WMC168) to 0.5 (WMC327, WMC233), with an average of 0.34 and the observed heterozygosity (Ho) from 0 to 0.88, with an average of 0.55. The molecular variance (AMOVA) revealed the highest level of intra-population differentiation of local Saharan bread wheat (97%) and the statistical geometric distributions based on PCoA, NJ method and structure analysis confirmed the existence of four major classes of bread wheat. These results substantiate the previous researches based on the morphological markers and contribute for the first time in Algeria to create the genetic fingerprint of the Saharan bread wheat resources and to valorize their drought resistance potential through breeding programs.

  • Alhosein, H., Miyuki, N. 2012. Novel QTLs for growth angle of seminal roots in wheat (Triticuma estivum L.). Plant Soil 354: 395405.

  • Ashraf, S., Shahzad, A., Karamat, F., Iqbal, M., Ali, G.M. 2015. Quantitative trait loci (QTLs) analysis of drought tolerance at germination stage in a wheat population derived synthetic hexaploid and opata. J. Anim. Plant. Sci. 25(2): 539545.

    • Search Google Scholar
    • Export Citation
  • Bellatreche, A., Mahdad, M.Y., Kaouadji, Z., Gaouar, S.B.S. 2017. Agro-morphological diversity of some accessions of bread wheat (Triticuma estivum L.) in western Algeria. Biodiversitas 18: 409415.

    • Search Google Scholar
    • Export Citation
  • Bœuf, F. 1932. Le blé en Tunisie. Annales du service botanique et agronomique de Tunisie, T.VIII, pp. 456.

  • Boudour, L., Gherroucha, H., Boukaboub, A., Bouchtab, K., Baka, M., Samra. K. 2011. Evaluation of genetic diversity of an Algerian durum wheat (Triticum durum Desf.) collection. Journal of Stress Physiology & Biochemistry 7(3): 95107.

    • Search Google Scholar
    • Export Citation
  • Brbaklih, L., Trkulja, D., Kondih-spika, A., Mikih, S., Tomicih, M., Kobiljski, B. 2014. Determination of population structure of wheat core collection for association mapping. Cereal Res. Commun. 43: 2228.

    • Search Google Scholar
    • Export Citation
  • Ducellier, L. 1930. Espèces et variétés de céréales cultivées en Algérie. Direction de l'Agriculture et de la Colonisation, pp. 162.

    • Search Google Scholar
    • Export Citation
  • Enjalbert, J., David, J.L. 2000. lnferring recent out-crossing Rates using multilocus Individual heterozygosity: Application to evolving wheat populations. Genetics 156: 19731982.

    • Search Google Scholar
    • Export Citation
  • Erroux, J. 1963. Les blés des oasis sahariennes. Mémoire Institue de recherche Saharienne Alger. pp. 179.

  • Evanno, G., Regnaut, S., Goudet, J. 2005. Detecting the number of clusters of individuals using the software STRUCTURE: Assimilation study. Mol. Ecol. 14: 26112620.

    • Search Google Scholar
    • Export Citation
  • Falush, D., Stephens, M., Pritchard, J.K. 2003. Inference of population structure using multilocus genotype data: linked loci and correlated allele frequencies. Genetics 164: 15671587.

    • Search Google Scholar
    • Export Citation
  • FAO Food and Agriculture Organization 2011. Statistics division.

  • Gregory, P.J., Ingram, J.S.I., Brklacich, M. 2005. Philos. T. R. Soc. B. 360: 21392148.

  • Hamdi, A. 1992. Heritability and combining ability of root characters in lentil (Lens culinaris Medik). Egyptian Journal of Agricultural Research 70(1): 247255.

    • Search Google Scholar
    • Export Citation
  • Hubisz, M.J., Falush, D., Stephens, M., Pritchard, J.K. 2009. Inferring weak population structure with the assistance of sample group information. Mol. Ecol. Resour. 9: 13221332.

    • Search Google Scholar
    • Export Citation
  • Kandemir, N., Yilmaz, G., Karan, Y.B., Borazan, D. 2010. Isolation of different genotypes in Baiftlik Beyazi potato landraces using SSR markers. Turk. J. Field Crops 15(1): 8488.

    • Search Google Scholar
    • Export Citation
  • Kara, K., Mezghani, N., Saddoud Debbabi, O., Madini, M., Rached-Kanouni, M., Ben Naceur, M. 2016. Assessment of genetic diversity of wheat (Triticuma estivum L.) using agro-morphological characters and microsatellite markers. International Journal of Biosciences 9(4): 92101.

    • Search Google Scholar
    • Export Citation
  • Laumont, P., Erroux, J. 1962. Les blés tendres cultivés en Algérie. Ann. Ecole Nat. Agric. 3: 160.

  • Liu, K., Muse, S.V. 2005. Power marker: Integrated analysis environment for genetic marker data. Bioinformatics 21: 21282129.

  • Merdas, S., Yousfi, S. 2005. Historic and classification of Saharan wheat. Agronomy research magazine of Algeria. (INRAA) 1: 132.

  • Ozlem, A.S., Begum, T. 2018. Characterization of some bread wheat genotypes using molecular markers for drought tolerance. Physiology and Molecular Biology of Plants. 24(1): 159166.

    • Search Google Scholar
    • Export Citation
  • Parry, M.L., Rosenzweig, C., Iglesias, A., Livermore, M., Fischer. G. 2004. Effects of climate change on global food production under SRES emissions and socio-economic scenarios. Global Environmental Change, 14: 5367.

    • Search Google Scholar
    • Export Citation
  • Peakall, R., Smouse, P.E. 2006. GENALEX 6: genetic analysis in Excel. Population genetic software for teaching and research. Mol. Ecol. Notes 6: 288295.

    • Search Google Scholar
    • Export Citation
  • Perrier, X., Jacquemoud-Collet, J.P. 2006. DARwin Software.

  • Pritchard, J.K., Stephens, M., Donnelly, P. 2000. Inference of population structure using multi-locus genotype data. Genetics 155: 945959.

    • Search Google Scholar
    • Export Citation
  • Rosenberg, N.A., Pritchard, J.K., Weber, J.L. 2002. Genetic structure of human populations. Science 298: 23812385.

  • Saghai-Maroof, M.A., Soliman, K.M, Jorgensen, R.A, Allard, R.W. 1984. Ribosomal DNA sepacer-lengtb polymorphism in barley: Mendelian inheritance, chromosomal location, and population dynamics. P. Natl. Acad. Sci. USA 81: 80148019.

    • Search Google Scholar
    • Export Citation
  • Salehi, M., Arzani, A., Talebi, M., Rokhzadi, A. 2018. Genetic diversity of wheat wild relatives using SSR markers. Genetika 50: 131141.

    • Search Google Scholar
    • Export Citation
  • Shahzad, A., Ahmad, M., Iqbal, M., Ahmed I., Ali, G.M. 2012. Evaluation of wheat landrace genotypes for salinity tolerance at vegetative stage by using morphological and molecular markers. Genet. Mol. Res. 11(1): 679692.

    • Search Google Scholar
    • Export Citation
  • Sivakumar, M.V.K., Brunini, O., Das, H.P. 2005. Impacts of present and future climate variability and change on agriculture and forestry in the arid and semi-arid tropics. Climatic Change 70: 3172.

    • Search Google Scholar
    • Export Citation
  • Waits, L.P., Luikart, G., Taberlet, P. 2001. Estimating the probability of identity among genotypes in natural populations: cautions and guidelines. Mol. Ecol. 10: 249250.

    • Search Google Scholar
    • Export Citation

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