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Genetic diversity assessment of sorghum (Sorghum bicolor (L.) Moench) accessions using single nucleotide polymorphism markers

Published online by Cambridge University Press:  10 July 2019

G. Afolayan*
Affiliation:
National Center for Genetic Resources and Biotechnology (NACGRAB), Ibadan, Nigeria West African Center for Crop Improvement, University of Ghana, Legon, Ghana
S. P. Deshpande*
Affiliation:
International Crop Research Institute for the Semi-Arid Tropics (ICRISAT), Hyderabad, India
S. E. Aladele
Affiliation:
National Center for Genetic Resources and Biotechnology (NACGRAB), Ibadan, Nigeria
A. O. Kolawole
Affiliation:
West African Center for Crop Improvement, University of Ghana, Legon, Ghana Ladoke Akintola University of Technology (LAUTECH), Ogbomoso, Nigeria
I. Angarawai
Affiliation:
International Crop Research Institute for the Semi-Arid Tropics (ICRISAT), Kano, Nigeria
D. J. Nwosu
Affiliation:
National Center for Genetic Resources and Biotechnology (NACGRAB), Ibadan, Nigeria
C. Michael
Affiliation:
National Center for Genetic Resources and Biotechnology (NACGRAB), Ibadan, Nigeria
E. T. Blay
Affiliation:
West African Center for Crop Improvement, University of Ghana, Legon, Ghana
E. Y. Danquah
Affiliation:
West African Center for Crop Improvement, University of Ghana, Legon, Ghana
*
*Corresponding authors. E-mail: ogo246@yahoo.com; s.deshpande@cgiar.org
*Corresponding authors. E-mail: ogo246@yahoo.com; s.deshpande@cgiar.org

Abstract

Sorghum (Sorghum bicolor (L.) Moench) is an important resource to the national economy and it is essential to assess the genetic diversity in existing sorghum germplasm for better conservation, utilization and crop improvement. The aim of this study was to evaluate the level of genetic diversity within and among sorghum germplasms collected from diverse institutes in Nigeria and Mali using Single Nucleotide Polymorphic markers. Genetic diversity among the germplasm was low with an average polymorphism information content value of 0.24. Analysis of Molecular Variation revealed 6% variation among germplasm and 94% within germplasms. Dendrogram revealed three groups of clustering which indicate variations within the germplasms. Private alleles identified in the sorghum accessions from National Center for Genetic Resources and Biotechnology, Ibadan, Nigeria and International Crop Research Institute for the Semi-Arid Tropics, Kano, Nigeria shows their prospect for sorghum improvement and discovery of new agronomic traits. The presence of private alleles and genetic variation within the germplasms indicates that the accessions are valuable resources for future breeding programs.

Type
Research Article
Copyright
Copyright © NIAB 2019 

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References

Abdi, A, Bekele, E, Asfaw, Z and Teshome, A (2002) Patterns of morphological variation of sorghum [Sorghum bicolor (L.) Moench] landraces in qualitative characters in North Showa and South Welo, Ethiopia. Hereditas 137: 161172.CrossRefGoogle Scholar
African Agricultural Technology Foundation (AATF) (2011) Feasibility Study on Striga Control in Sorghum. Nairobi: The African Agricultural Technology Foundation, 1120.Google Scholar
Agrama, HA and Tuinstra, MR (2003) Phylogenetic diversity and relationships among sorghum accessions using SSRs and RAPDs. African Journal of Biotechnology 2: 334340.CrossRefGoogle Scholar
Botstein, D, White, RL, Skolnick, M and Davis, RW (1980) Construction of a genetic linkage in man using restriction fragment length polymorphisms. American Journal of Human Genetics 32: 314331.Google ScholarPubMed
Bradbury, PJ, Zhang, Z, Kroon, DE, Casstevens, TM, Ramdoss, Y and Buckler, ES (2007) TASSEL: software for association mapping of complex traits in diverse samples. Bioinformatics (Oxford, England) 23: 26332635.CrossRefGoogle ScholarPubMed
Bucheyekei, TL, Gwanama, C, Mgonja, M, Chisi, M, Folkertsma, R and Mutegi, R (2009) Genetic variability characterization of Tanzania sorghum landraces based on simple sequence repeats (SSRs) molecular and morphological markers. African Crop Science Journal 17: 7186.Google Scholar
Casa, AM, Mitchell, SE, Hamblin, MT, Sun, H, Bowers, JE, Paterson, AH, Aquadro, CF and Kresovich, S (2005) Diversity and selection in Sorghum: simultaneous analyses using simple sequence repeats. Theoretical and Applied Genetics 111: 2330.CrossRefGoogle ScholarPubMed
Dao, A, Sanou, J, Mitchell, SE, Gracen, V and Danquah, EY (2014) Genetic diversity among INERA maize inbred lines with single nucleotide polymorphism (SNP) markers and their relationship with CIMMYT, IITA, and temperate lines. BMC Genetics 15: 114.CrossRefGoogle ScholarPubMed
Deu, M, Gonzalez-de-Leon, D, Glaszmann, JC, Degremont, I, Chantereau, J, Lanaud, C and Hamon, P (1994) RFLP diversity in cultivated sorghum in relation to racial differentiation. Theoretical and Applied Genetics 88: 838844.CrossRefGoogle ScholarPubMed
Deu, M, Rattunde, F and Chantereau, J (2006) A global view of genetic diversity in cultivated sorghums using a core collection. Genome 49: 168180.CrossRefGoogle ScholarPubMed
Dje, Y, Forcioli, D, Ater, M, Lefèbvre, C and Vekemans, X (1999) Assessing population genetic structure of sorghum landraces from North-western Morocco using allozyme and microsatellite markers. Theoretical and Applied Genetics 99: 157163.CrossRefGoogle Scholar
Earl, AE (2012) Structure harvester: a website and program for visualizing structure output and implementing the Evanno method. Conservation Genetics Resources 4: 359361.CrossRefGoogle Scholar
Ejeta, G (2007) Breeding for resistance in sorghum: exploitation of an intricate host–parasite biology. Crop Science 47 (Supplement_3): S-216.CrossRefGoogle Scholar
Engles, JMM, Rao, VR, Brown, AHD and Jackson, MT (2002) Managing Plant Genetic Diversity. Wallingford, UK: CABI, pp. 487.Google Scholar
Evanno, G, Regnaut, S and Goudet, J (2005) Detecting the number of clusters of individuals using the software STRUCTURE: a simulation study. Molecular Ecology 14: 26112620.CrossRefGoogle ScholarPubMed
Excoffier, L, Smouse, PE and Quattro, JM (1992) Analysis of molecular variance inferred from metric distances among DNA haplotypes: application to human mitocondrial DNA restriction sites. Genetics 131: 479491.CrossRefGoogle Scholar
Falush, D, Stephens, M and Pritchard, JK (2003) Inference of population structure using multilocus genotype data: linked loci and correlated allele frequencies. Genetics 164: 15671587.CrossRefGoogle ScholarPubMed
Geleta, N and Labuschagne, MT (2005) Qualitative traits variation in sorghum (Sorghum bicolor (L.) Moench) germplasm from, eastern highlands of Ethiopia. Biodiversity and Conservation 14: 30553064.CrossRefGoogle Scholar
Govindaraj, M, Vetriventhan, M and Srinivasan, M (2015) Importance of genetic diversity assessment in crop plants and its recent advances: an overview of its analytical perspectives. Genetics Research International 2015: 114.CrossRefGoogle ScholarPubMed
Harlan, JR (1971) Agricultural origins: centers and noncenters. Science 174: 468474.CrossRefGoogle ScholarPubMed
Harlan, JR (1992) Crops and Man, 2nd edn. Madison, WI: American Society of Agronomy, pp. 284.CrossRefGoogle Scholar
Harlan, JR and de Wet, JMJ (1971) Toward a rational classification of cultivated sorghums. Crop Science 12: 172176.CrossRefGoogle Scholar
Hamrick, JL (1983) The distribution of genetic variation within and among natural plant populations. In: Schonewald-Cox, CM, Chambers, SM, MacBryde, B, Thomas, WL (eds) Genetics and Conservation. California: Benjamin-Cummings, pp. 335348.Google Scholar
Hao, Z, Li, X, Xie, C, Weng, J, Li, M, Zhang, D and Zhang, S (2011) Identification of functional genetic variations underlying drought tolerance in maize using SNP markers. Journal of Integrative Plant Biology 53: 641652.CrossRefGoogle ScholarPubMed
Hu, Z, Olatoye, MO, Marla, S and Morris, GP (2019) An integrated genotyping-by-sequencing polymorphism map for over 10,000 sorghum genotypes. The Plant Genome 12: 115.CrossRefGoogle ScholarPubMed
Kanbar, A, Shakeri, E, Alhajturki, D, Horn, T, Emam, Y, Tabatabaei, SA and Nick, P (2019) Morphological and molecular characterization of sweet, grain and forage sorghum (Sorghum bicolor L.) genotypes grown under temperate climatic conditions. Plant Biosystems-An International Journal Dealing with all Aspects of Plant Biology, 110. doi: 10.1080/11263504.2019.1569568.Google Scholar
Lasky, JR, Upadhyaya, HD, Ramu, P, Deshpande, S, Hash, CT, Bonnette, J …and Morris, GP 2015 Genome-environment associations in sorghum landraces predict adaptive traits. Science Advances 1: e1400218.CrossRefGoogle ScholarPubMed
Li, R, Zhang, H, Zhou, X, Guan, Y, Yao, F, Song, G, Wang, J and Zhang, C (2010) Genetic diversity in Chinese sorghum landraces revealed by chloroplast simple sequence repeats. Genetic Resources and Crop Evolution 57: 115.CrossRefGoogle Scholar
Liu, K and Muse, SV (2005) Powermarker: an integrated analysis environment for genetic marker analysis. Bioinformatics (Oxford, England) 21: 21282129.CrossRefGoogle ScholarPubMed
Lu, Y, Yan, J, Guimaraes, GT, Taba, S, Hao, Z, Gao, S and Xu, Y (2009) Molecular characterization of global maize breeding germplasm based on genome-wide single nucleotide polymorphisms. Theoretical and Applied Genetics 120: 93115.CrossRefGoogle ScholarPubMed
Manzelli, M, Pileri, L, Lacerenza, N, Benedettelli, S and Vecchio, V (2007) Genetic diversity assessment in Somali sorghum (Sorghum bicolor (L.) Moench) accessions using microsatellite markers. Biodiversity and Conservation 16: 17151730.CrossRefGoogle Scholar
Mehmood, S, Bashir, A, Ahmad, A, Akram, Z, Jabeen, N and Gulfraz, M (2008) Molecular characterization of regional Sorghum bicolor varieties from Pakistan. Pakistan Journal of Botany 40: 20152021.Google Scholar
Mohammadi, SA and Prasanna, BM (2003) Analysis of genetic diversity in crop plants—salient statistical tools and considerations. Crop Science 43: 12351248.CrossRefGoogle Scholar
Morris, GP, Ramu, P, Deshpande, SP, Hash, CT, Shah, T, Upadhyaya, HD and Kresovich, S (2013) Population genomic and genome-wide association studies of agroclimatic traits in sorghum. Proceedings of the National Academy of Sciences 110: 453458.CrossRefGoogle ScholarPubMed
Motlhaodi, T, Geleta, M, Bryngelsson, T, Fatih, M, Chite, S and Ortiz, R (2014) Genetic diversity in ex-situ conserved sorghum accessions of Botswana as estimated by microsatellite markers. Australian Journal of Crop Science 8: 3543.Google Scholar
Murray, SC, Rooney, WL, Hamblin, MT, Mitchell, SE and Kresovich, S (2009) Sweet sorghum genetic diversity and association mapping for brix and height. The Plant Genome 2: 4862.CrossRefGoogle Scholar
National Research Council (1996) Lost Crops of Africa: Volume I: Grains. Washington, DC: National Academy Press, pp. 408.Google Scholar
Nei, M and Li, WH (1987) Molecular Evolutionary Genetics. New York: Columbia University Press, pp. 512.CrossRefGoogle Scholar
Ngugi, K and Onyango, CM (2012) Analysis of the molecular diversity of Kenyan sorghum germplasm using microsatellites. Journal of Crop Science and Biotechnology 15: 189194.CrossRefGoogle Scholar
Nzeka, U and Akhidenor, J (2018) Nigeria: Grain and Feed Annual. GAIN Reports, USDA-FAS. https://gain.fas.usda.gov/RecentGAINPublications/GrainandFeedAnnualLagosNigeria.Google Scholar
Olatoye, MO, Hu, Z, Maina, F and Moris, GP (2018) Genomic signatures of adaptation to a precipitation gradient in Nigerian sorghum. G3: Genes Genomes Genetics 8: 32693281.CrossRefGoogle ScholarPubMed
Paterson, AH, Bowers, JE, Bruggmann, R, Dubchak, I, Grimwood, J, Gundlach, H and Rokhsar, DS (2009) The Sorghum bicolor genome and the diversification of grasses. Nature 457: 551556.CrossRefGoogle ScholarPubMed
Peakall, ROD and Smouse, PE (2012) GENALEX 6.5: genetic analysis in Excel. Population genetic software for teaching and research. Molecular Ecology Notes 6: 288295.CrossRefGoogle Scholar
Pimm, SL, Gittlaman, JL, McCracken, GF and Gilpin, M (1989) Genetic bottlenecks: alternative explanations for low genetic variability. Trends in Ecology and Evolution 4: 176177.CrossRefGoogle Scholar
Pritchard, JK, Stephens, M and Donnelly, P (2000) Inference of population structure using multilocus genotype data. Genetics 155: 945959.CrossRefGoogle ScholarPubMed
Ramu, P, Billot, C, Rami, JF, Senthilvel, S, Upadhyaya, HD, Ananda Reddy, L and Hash, CT (2013) Assessment of genetic diversity in the sorghum reference set using EST-SSR markers. Theoretical and Applied Genetics 126: 20512064.CrossRefGoogle ScholarPubMed
Rao, VR and Hodgkin, T (2002) Genetic diversity and conservation and utilization of plant genetic resources. Plant Cell, Tissue and Organ Culture 68: 119.Google Scholar
Ren, J, Sun, D, Chen, L, You, FM, Wang, J, Peng, Y and Peng, J (2013) Genetic diversity revealed by single nucleotide polymorphism markers in a worldwide germplasm collection of durum wheat. International Journal of Molecular Sciences 14: 70617088.CrossRefGoogle Scholar
Saitou, N and Nei, M (1987) The neighbor-joining method: a new method for reconstructing phylogenetic trees. Molecular Biology and Evolution 4: 406425.Google ScholarPubMed
Smith, CW and Frederiksen, RA (2000) Sorghum: Origin, History, Technology, and Production, Vol. 2. New York: John Wiley and Sons, pp. 824.Google Scholar
Smith, JSC, Kresovich, S, Hopkins, MS, Mitchell, SE, Dean, RE, Woodman, WL, Lee, M and Porter, K (2000) Genetic diversity among elite sorghum inbred lines assessed with simple sequence repeats. Crop Science 40: 226232.CrossRefGoogle Scholar
Tadesse, H and Feyissa, T (2013) Analysis of genetic diversity of sorghum bicolor ssp. bicolor (L.) moench using ISSR markers. Asian Journal of Plant Sciences 12: 6170.CrossRefGoogle Scholar
Tamura, K, Peterson, D, Peterson, N, Stecher, G, Nei, M and Kumar, S (2011) MEGA5: molecular evolutionary genetics analysis using maximum likelihood, evolutionary distance, and maximum parsimony methods. Molecular Biology and Evolution 28: 27312739.CrossRefGoogle ScholarPubMed
Tesfamichael, TA, Githiri, SM, Kasili, RW, Skilton, RA, Solomon, M and Nyende, AB (2014) Genetic diversity analysis of eritrean sorghum (Sorghum bicolor (L.) Moench) Germplasm using SSR markers. Molecular Plant Breeding 5: 112.Google Scholar
Thudi, M and Fakrudin, B (2011) Identification of unique alleles and assessment of genetic diversity of rabi sorghum accessions using simple sequence repeat markers. Journal of Plant Biochemistry and Biotechnology 20: 7483.CrossRefGoogle Scholar
Tuinstra, MR, Grote, EM, Goldsbrough, PB and Ejeta, G (1996) Identification of quantitative trait loci associated with pre-flowering drought tolerance in sorghum. Crop Science 36: 13371344.CrossRefGoogle Scholar
Uptmoor, R, Wenzel, W, Friedt, W, Donaldson, G, Ayisi, K and Ordon, F (2003) Comparative analysis on the genetic relatedness of Sorghum bicolor accessions from Southern Africa by RAPDs, AFLPs and SSRs. Theoretical and Applied Genetics 106: 13161325.CrossRefGoogle ScholarPubMed
Van Beuningen, LT and Busch, RH (1997) Genetic diversity among North American spring wheat cultivars: III. Cluster analysis based on quantitative morphological traits. Crop Science 37: 981988.CrossRefGoogle Scholar
Varshney, RK, Beier, U, Khlestkina, E, Kota, R, Korzun, V, Röder, M, Graner, A and Börner, A (2007) Single nucleotide polymorphisms in rye: discovery, frequency and applications for genome mapping and diversity studies. Theory of Applied Genetics 114: 11051116.CrossRefGoogle Scholar
Wang, ML, Dean, R, Erpelding, J and Pederson, G (2006) Molecular genetic evaluation of sorghum germplasm differing in response to fungal diseases: rust (Puccinia purpurea) and anthracnose (Collectotrichum graminicola). Euphytica 148: 319330.CrossRefGoogle Scholar
Zhang, D, Kong, W, Robertson, J, Goff, VH, Epps, E, Kerr, A and Paterson, AH (2015) Genetic analysis of inflorescence and plant height components in sorghum (Panicoidae) and comparative genetics with rice (Oryzoidae). BMC Plant Biology 15: 107.CrossRefGoogle Scholar
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