Abstract
Cultivated sorghum [Sorghum bicolor (L.) Moench] is an important food security crop in the semi-arid regions of the world including Asia and Africa. Its genetic diversity is contained mostly in traditional varieties and modern cultivars used by farmers. In this study, agro-morphological traits and molecular markers were used to assess genetic diversity in 22 accessions of cultivated sorghum from five countries (Botswana, Namibia, Swaziland, Zambia and Zimbabwe) in the Southern African Development Community (SADC) region. The study revealed a significant variation among 22 accessions in both qualitative and quantitative morphological traits, indicating the accessions’ promising potential as breeding material. For molecular analysis, 11 microsatellite primer-pairs were used, and generated a total of 70 alleles across 20 accessions. Analysis of molecular variance revealed a high level of genetic variation; 67 % among the accessions and 10 % among the five countries. The patterns of genetic diversity and the relationships observed in this study should provide insights for genetic resource conservation and utilization of sorghum germplasm in the SADC region.
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References
Abdi A, Bekele E, Asfaw Z, Teshome A (2002) Patterns of morphological variation of sorghum (Sorghum bicolor (L.) Moench) landraces in qualitative characters in North Shewa and South Welo, Ethiopia. Hereditas 137:161–172
Ali MA et al (2011) Morpho-physiological diversity and its implications for improving drought tolerance in grain sorghum at different growth stages. Aust J Crop Sci 5:311–320
Ayana A, Bryngelsson T, Bekele E (2000) Genetic variation of Ethiopian and Eritrean sorghum (Sorghum bicolor (L.) Moench) germplasm assessed by random amplified polymorphic DNA (RAPD). Genet Resour Crop Evol 47:471–482
Bekele E, Geleta M, Dagne K, Jones AL, Barnes I, Bradman N, Thomas MG (2007) Molecular phylogeny of genus Guizotia (Asteraceae) using DNA sequences derived from ITS. Genet Resour Crop Evol 54:1419–1427
Brown SM et al (1996) Multiple methods for the identification of polymorphic simple sequence repeats (SSRs) in sorghum [Sorghum bicolor (L.) Moench]. Theor Appl Genet 93:190–198. doi:10.1007/BF00225745
Bucheyeki TL, Gwanama C, Mgonja M, Chisi M, Folkertsma R, Mutegi R (2009) Genetic variability characterisation of Tanzania sorghum landraces based on simple sequence repeats (SSRs) molecular and morphological markers. Afr Crop Sci J 17:71–86
Dean R, Dahlberg J, Hopkins M, Mitchell S, Kresovich S (1999) Genetic redundancy and diversity among ‘Orange’ accessions in the US national sorghum collection as assessed with simple sequence repeat (SSR) markers. Crop Sci 39:1215–1221
Deu M, Rattunde F, Chantereau J (2006) A global view of genetic diversity in cultivated sorghums using a core collection. Genome 49:168–180. doi:10.1139/g05-092
Deu M et al (2008) Niger-wide assessment of in situ sorghum genetic diversity with microsatellite markers. Theor Appl Genet 116:903–913. doi:10.1007/s00122-008-0721-7
Dillon SL, Lawrence PK, Henry RJ (2005) The new use of Sorghum bicolor-derived SSR markers to evaluate genetic diversity in 17 Australian sorghum species. Plant Genet Resour 3:19–28. doi:10.1079/PGR200454
Dje Y, Heuertz M, Lefebvre C, Vekemans X (2000) Assessment of genetic diversity within and among germplasm accessions in cultivated sorghum using microsatellite markers. Theor Appl Genet 100:918–925
Djè Y, Forcioli D, Ater M, Lefèbvre C, Vekemans X (1999) Assessing population genetic structure of sorghum landraces from North-western Morocco using allozyme and microsatellite markers. Theor Appl Genet 99:157–163. doi:10.1007/s001220051220
Djè Y, Heuertz M, Ater M, Lefèbvre C, Vekemans X (2004) In situ estimation of outcrossing rate in sorghum landraces using microsatellite markers. Euphytica 138:205–212
Doggett H (1988) Sorghum, vol 2. Wiley, New York
Ellstrand N, Foster K (1983) Impact of population structure on the apparent outcrossing rate of grain sorghum (Sorghum bicolor). Theor Appl Genet 66:323–327
Excoffier L, Lischer HE (2010) Arlequin suite ver 3.5: a new series of programs to perform population genetics analyses under linux and windows. Mol Ecol Resour 10:564–567
Folkertsma RT, Rattunde HFW, Chandra S, Raju GS, Hash CT (2005) The pattern of genetic diversity of Guinea-race Sorghum bicolor (L.) Moench landraces as revealed with SSR markers. Theor Appl Genet 111:399–409
Ganesamurthy K, Punitha D, Elangovan M (2010) Genetic diversity among the land races of sorghum collected in Tamil Nadu. Electron J Plant Breed 1:1375–1379
Geleta N, Labuschagne MT, Viljoen CD (2006) Genetic diversity analysis in sorghum germplasm as estimated by AFLP, SSR and morpho-agronomical markers. Biodivers Conserv 15:3251–3265
Geleta M, Herrera I, Monzón A, Bryngelsson T (2012) Genetic diversity of arabica coffee (Coffea arabica L.) in Nicaragua as estimated by simple sequence repeat markers. Sci World J 2012:11. doi:10.1100/2012/939820
Ghebru B, Schmidt R, Bennetzen J (2002) Genetic diversity of Eritrean sorghum landraces assessed with simple sequence repeat (SSR) markers. Theor Appl Genet 105:229–236. doi:10.1007/s00122-002-0929-x
Goff SA et al (2002) A draft sequence genome (Oryza sativa L. ssp japonica). Science 296:92–100
Grenier C, Deu M, Kresovich S, Bramel-Cox P, Hamon P (2000) Assessment of genetic diversity in three subsets constituted from the ICRISAT sorghum collection using random vs non-random sampling procedures B. Using molecular markers. Theor Appl Genet 101:197–202
Harlan J, De Wet J (1972) A simplified classification of cultivated sorghum. Crop Sci 12:172–176
ICRISAT, IBPGRI (1993) Descriptors for Sorghum (Sorghum bicolor (L.) Moench). International Board for Plant Genetic Resources, International Crops Research Institute for Semi-Arid Tropics Patancheru India
Jiang S-Y, Ma Z, Vanitha J, Ramachandran S (2013) Genetic variation and expression diversity between grain and sweet sorghum lines. BMC Genom 14:1–18
Kumar MM, Kumar KMH (2009) Estimation of genetic variability among sorghum genotypes using SSR markers. Mysore J Agric Sci 43:744–748
Lockton S, Gaut B (2005) Plant conserved non-coding sequences and paralogue evolution. Trends Genet 21:60–65
Motlhaodi T, Geleta M, Bryngelsson T, Fatih M, Chite S, Ortiz R (2014) Genetic diversity in ex situ conserved sorghum accessions of Botswana as estimated by microsatellite markers. Aust J Crop Sci 8:35–43
Nei M (1973) Estimation of average heterozygosity and genetic distance from a small number of individuals. Genetics 89:583–590
Nei M, Li W-H (1979) Mathematical model for studying genetic variation in terms of restriction endonucleases. Proc Natl Acad Sci 76:5269–5273
Ng’uni D, Geleta M, Fatih M, Bryngelsson T (2010) Phylogenetic analysis of the genus Sorghum based on combined sequence data from cpDNA regions and ITS generate well-supported trees with two major lineages. Ann Bot 105:471–480
Ng’uni D, Geleta M, Bryngelsson T (2011) Genetic diversity in sorghum (Sorghum bicolor (L.) Moench) accessions of Zambia as revealed by simple sequence repeats (SSR). Hereditas 148:52–62. doi:10.1111/j.1601-5223.2011.02208.x
Ng’uni D, Geleta M, Hofvander P, Fatih M, Bryngelsson T (2012) Comparative genetic diversity and nutritional quality variation among some important Southern African sorghum accessions [Sorghum bicolor (L.) Moench]. Aust J Crop Sci 6:56–64
Nybom H (2004) Comparison of different nuclear DNA markers for estimating intraspecific genetic diversity in plants. Mol Ecol 13:1143–1155
Page RD (1996) Tree View An application to display phylogenetic trees on personal computer. Comput Appl Biosci 12:357–358
Paterson A et al (2009) The Sorghum bicolor genome and the diversification of grasses. Nature 457:551–556
Pavlicek A, Hrda S, Flegr J (1999) Free-Tree-freeware program for construction of phylogenetic trees on the basis of distance data and bootstrap/jackknife analysis of the tree robustness. Application in the RAPD analysis of genus Frenkelia. Folia Biol 45:97–99
Peakall R, Smouse PE (2006) GENALEX 6: genetic analysis in Excel. Population genetic software for teaching and research. Mol Ecol Notes 6:288–295
Prabhash K, Khanna VK (2009) Assessment of genetic diversity in cultivated sorghum (Sorghum bicolor (L.) Moench) accessions using microsatellite markers. Pantnagar J Res 7:143–149
Ritter K, McIntyre C, Godwin I, Jordan D, Chapman S (2007) An assessment of the genetic relationship between sweet and grain sorghums, within Sorghum bicolor ssp. bicolor (L.) Moench, using AFLP markers. Euphytica 157:161–176
Shehzad T, Okuizumi H, Kawase M, Okuno K (2009) Development of SSR-based sorghum (Sorghum bicolor (L.) Moench) diversity research set of germplasm and its evaluation by morphological traits. Genet Resour Crop Evol 56:809–827
Singh M, Boora KS (2008) Genetic diversity among forage sorghum [Sorghum bicolor (L.) Moench] accessions using simple sequence repeats. SABRAO J Breed Genet 40:77–91
Softgenetics (2012) Genemarker software version 2.2.0
SPGRC (2014) Twenty-fourth annual report. SADC Plant Genetic Resources Centre, Lusaka, Zambia
Thudi M, Fakrudin B (2011) Identification of unique alleles and assessment of genetic diversity of rabi sorghum accessions using simple sequence repeat markers. J Plant Biochem Biotechnol 20:74–83
Uptmoor R, Wenzel W, Friedt W, Donaldson G, Ayisi K, Ordon F (2003) Comparative analysis on the genetic relatedness of Sorghum bicolor accessions from Southern Africa by RAPDs, AFLPs and SSRs. Theor Appl Genet 106:1316–1325. doi:10.1007/s00122-003-1202-7
Varshney RK, Graner A, Sorrells ME (2005) Genic microsatellite markers in plants: features and applications. Trends Biotechnol 23:48–55
Westman AL, Kresovich S (1997) Use of molecular marker techniques for description of plant genetic variation. In: Callow JA, Ford-Lloyd JA, Newbury HJ (eds) Biotechnology and plant genetic resources: conservation and use. CAB International, Oxford, pp 9–48
Yeh FC, Yang R-C, Boyle T (1999) POPGENE version 1.31 Microsoft Window-based freeware for population genetic analysis. University of Alberta, Edmonton
Zheng L et al (2011) Genome-wide patterns of genetic variation in sweet and grain sorghum (Sorghum bicolor). Genome Biol 12:1–14
Acknowledgments
Financial support for this project was provided by Sida through the SADC Plant Genetic Resources Centre. Field work was financed by the Government of Botswana. We are grateful to the governments of Botswana, Namibia, Swaziland, Zambia and Zimbabwe for providing germplasm used in the study. We are greatly indebted to the staff at the National Plant Genetic Resources Centre in Botswana for management of field experiments and field data recording.
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Motlhaodi, T., Geleta, M., Chite, S. et al. Genetic diversity in sorghum [Sorghum bicolor (L.) Moench] germplasm from Southern Africa as revealed by microsatellite markers and agro-morphological traits. Genet Resour Crop Evol 64, 599–610 (2017). https://doi.org/10.1007/s10722-016-0388-x
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DOI: https://doi.org/10.1007/s10722-016-0388-x