Abstract
We present the first study of patterns of genetic diversity of sorghum landraces at the local scale. Understanding landrace diversity aids in deciphering evolutionary forces under domestication, and has applications in the conservation of genetic resources and their use in breeding programs. Duupa farmers in a village in Northern Cameroon distinguished 59 named sorghum taxa, representing 46 landraces. In each field, seeds are sown as a mixture of landraces (mean of 12 landraces per field), giving the potential for extensive gene flow. What level of genetic diversity underlies the great morphological diversity observed among landraces? Given the potential for gene flow, how well defined genetically is each landrace? To answer these questions, we recorded spatial patterns of planting and farmers’ perceptions of landraces, and characterized 21 landraces using SSR markers. Analysis using distance and clustering methods grouped the 21 landraces studied into four clusters. These clusters correspond to functionally and ecologically distinct groups of landraces. Within-landrace genetic variation accounted for 30% of total variation. The average F is over landraces was 0.68, suggesting high inbreeding within landraces. Differentiation among landraces was substantial and significant (F st = 0.36). Historical factors, variation in breeding systems, and farmers’ practices all affected patterns of genetic variation. Farmers’ practices are key to the maintenance, despite gene flow, of landraces with different combinations of agronomically and ecologically pertinent traits. They must be taken into account in strategies of conservation and use of genetic resources.
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References
Aldrich PR, Doebley J, Schertz KF, Stec A (1992) Patterns of allozyme variation in cultivated and wild Sorghum bicolor. Theor Appl Genet 85:451–460
Alvarez N, Garine E, Khasah C, Dounias E, Hossaert-McKey M, McKey D (2005) Farmers’ practices, metapopulation dynamics, and conservation of agricultural biodiversity on-farm: a case study of sorghum among the Duupa in sub-sahelian Cameroon. Biol Conserv 121:533–543
Belkhir K, Borsa P, Chikhi L, Raufaste N, Bonhomme F (2002) genetix 4.04, logiciel sous Windows TM pour la génétique des populations. Laboratoire Génome, Populations, Interactions, CNRS UMR 5000, Université de Montpellier II, Montpellier, France (available from: http://www.univ-montp2.fr/∼genetix/genetix/genetix.htm)
Bhattramakki D, Dong J, Chhabra AK, Hart GE (2000) An integrated SSR and RFLP linkage map of Sorghum bicolor (L.) Moench. Genome 43:988–1002
Borgatti SP (1996) ANTHROPAC 4.0. Analytic Technologies, Natick, MA, USA
Brown SM, Hopkins MS, Mitchell SE, Senior ML, Wang TY, Duncan RR, Gonzalez Candelas F, Kresovich S (1996) Multiple methods for the identification of polymorphic simple sequence repeats (SSRs) in sorghum [Sorghum bicolor (L.) Moench]. Theor Appl Genet 93:190–198
Brush SB (2000) The issue of in situ conservation of crop genetic resources. In: Brush SB (ed) Genes in the field: on-farm conservation of crop diversity. IDRC/IPGRI/Lewis Publishers, Boca Raton, pp 3–26
Caillon S, Lanouguère-Bruneau V (2005) Gestion de l’agrobiodiversité dans un village de Vanua Lava (Vanuatu): Stratégies de sélection et enjeux sociaux. Journal de la Société des Océanistes 49:129–148
Casa AM, Mitchell SE, Hamblin MT, Sun H, Bowers JE, Paterson AH, Aquadro CF Kresovich S (2005) Diversity and selection in sorghum: simultaneous analyses using simple sequence repeats. Theor Appl Genet 111:23–30
Chantereau J, Nicou R (1991) Le sorgho. Maisonneuve & Larose, Paris
Chittenden LM, Schertz KF, Lin YR, Wing RA, Paterson AH (1994) A detailed RFLP map of Sorghum bicolor × Sorghum propinquum suitable for high density mapping suggests ancestral duplication of Sorghum chromosomes or chromosomal segments. Theor Appl Genet 87:925–933
Cui YX, Xu GW, Magill CW, Schertz KF, Hart GE (1995) RFLP-based assay of Sorghum-bicolor (L.) Moench genetic diversity. Theor Appl Genet 90:787–796
de Oliveira AC, Richter T, Bennetzen JL (1996) Regional and racial specificities in sorghum germplasm assessed with DNA markers. Genome 39:579–587
Deu M, Gonzalez-de-Leon D, Glaszmann JC, Degremont I, Chantereau J, Lanaud C, Hamon P (1994) RFLP diversity in cultivated sorghums in relation to racial differentiation. Theor Appl Genet 88:838–844
Deu M, Rattunde F, Chantereau J (2006) A global view of genetic diversity in cultivated sorghum using a core collection. Genome 49:168–180
Dickinson H, Antovonics J (1973) Theoretical considerations of sympatric divergence. Am Nat 107:256–274
Djè Y, Forcioli D, Ater M, Lefèbre 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
Djè Y, Heuertz M, Lefèbre 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, Heuertz M, Ater M, Lefèbre C, Vekemans X (2004) In situ estimation of outcrossing rate in sorghum landraces using microsatellite markers. Euphytica 138:205–212
Doggett H (1988) Sorghum, 2nd edn. Wiley, New York
Elias M, Panaud O, Robert T (2000a) Assessment of genetic variability in a traditional cassava (Manihot esculenta Crantz) farming system, using AFLP markers. Heredity 85:219–230
Elias M, Rival L, McKey D (2000b) Perception and management of cassava (Manihot esculenta Crantz) diversity among Makushi Amerindians of Guyana (South America). J Ethnobiol 20:239–265
Ellstrand NC, Foster KW (1983) Impact of population structure on the apparent outcrossing rate of grain sorghum (Sorghum bicolor). Theor Appl Genet 66:323–327
Excoffier L, Laval G, Schneider S (2005) Arlequin ver. 3.0: an integrated software package for population genetics data analysis. Evol Bioinform Online 1:47–50
Garine E (1995) Le système agraire des Duupa du Massif de Poli (Nord Cameroun). Thèse de Doctorat, Université Paris X (Nanterre), France
Ghebru B, Schmidt RJ, Bennetzen JL (2002) Genetic diversity of Eritrean sorghum landraces assessed with simple sequence repeat (SSR) markers. Theor Appl Genet 105:229–236
Grenier C, Bramel-Cox PJ, Noirot M, Rao KEP, Hamon P (2000a) Assessment of genetic diversity in three subsets constituted from the ICRISAT sorghum collection using random vs non-random sampling procedures A. Using morpho-agronomical and passport data. Theor Appl Genet 101:190–196
Grenier C, Deu M, Kresovich S, Bramel-Cox PJ, Hamon P (2000b) 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 JR, de Wet JMJ (1972) Simplified classification of cultivated sorghum. Crop Sci 12:172–176
Haussmann BIG, Obilana AB, Ayiecho PO, Blum A, Schipprack W, Geiger HH (2000) Yield and yield stability of four population types of grain sorghum in a semi-arid area of Kenya. Crop Sci 40:319–329
Kim J-S, Klein PE, Klein RR, Price HJ, Mullet JE, Stelly DM (2005) Chromosome identification and nomenclature of Sorghum bicolor. Genetics 169:955–965
Kong L, Dong J, Hart GE, (2000) Characteristics, linkage-map positions, and allelic differentiation of Sorghum bicolor (L.) Moench DNA simple-sequence repeats (SSRs). Theor Appl Genet 101:438–448
Kshirsagar KG, Pandey S (1995) Diversity of rice cultivars in a rainfed village in the Orissa state of India. In: Proceedings of the seminar ‘Using diversity: enhancing and maintaining genetic resources on farm’, June 19–21 1995. International Development Research Center, New Delhi
Louette D (2000) Traditional management of seed and genetic diversity: what is a landrace? In: Brush SB (ed) Genes in the field: on-farm conservation of crop diversity. IDRC/IPGRI/Lewis Publishers, Boca Raton, pp 109–142
Louette D, Smale M (2000) Farmers’ seed selection practices and traditional maize varieties in Cuzalapa, Mexico. Euphytica 113:25–41
Menkir A, Goldsbrough P, Ejeta G (1997) RAPD based assessment of genetic diversity in cultivated races of sorghum. Crop Sci 37:564–569
Menz MA, Klein RR, Mullet JE, Obert JA, Unruh NC, Klein PE (2002) A high-density genetic map of Sorghum bicolor (L.) Moench based on 2926 AFLP (R), RFLP and SSR markers. Plant Mol Biol 48:483–499
Nei M (1978) Estimation of average heterozygosity and genetic distance from a small number of individuals. Genetics 89:583–590
Nkongolo KK, Nsapato L (2003) Genetic diversity in Sorghum bicolor (L.) Moench accessions from different ecogeographical regions in Malawi assessed with RAPDs. Genet Resour Crop Evol 50:149–156
Ollitrault O, Noyer JL, Chantereau J, Glaszmann JC (1997) Structure génétique et dynamique des variétés traditionnelles de sorgho au Burkina Faso. In: Begic A (Ed), Gestion des ressources génétiques de plantes en Afrique des savanes. IER-BRG Solagral, Bamako, Mali, pp 231–240
Paterson AH, Lin Y, Li Z, Schertz KF, Doebley JF, Pinson SRM, Liu SC, Stansel JW, Irvine JE (1995) Convergent domestication of cereal crops by independent mutations at corresponding genetic loci. Science 269:1714–1718
Perrier X, Flori A, Bonnot F (2003) Methods for data analysis. In: Hamon P, Seguin M, Perrier X, Glazmann JC (eds) Genetic diversity of cultivated tropical plants. Science Publishers, Inc and Cirad, Montpellier, pp 31–63
Pressoir G, Berthaud J (2004) Patterns of population structure in maize landraces from the Central Valleys of Oaxaca in Mexico. Heredity 92:88–94
Pritchard JK, Stephens M, Donnelly P (2000) Inference of population structure using multilocus genotype data. Genetics 155:945–959
Schloss SJ, Mitchell SE, White GM, Kukatla R, Bowers JE, Paterson AH, Kresovich S (2002) Characterization of RFLP probe sequences for gene discovery and SSR development in Sorghum bicolor (L.) Moench. Theor Appl Genet 105:912–920
Smith JSC, Hopkins MS, Mitchell SE, Dean RE, Woodman WL, Lee M, Porter K (2000) Genetic diversity among elite sorghum inbred lines assessed with simple sequence repeats. Crop Sci 40:226–232
Tao Y, Manners JM, Ludlow MM, Henzell RG (1993) DNA polymorphisms in grain-sorghum (Sorghum bicolor (L.) Moench). Theor Appl Genet 86:679–688
Taramino G, Tarchini R, Ferrario S, Lee M, Pe ME (1997) Characterization and mapping of simple sequence repeats (SSRs) in Sorghum bicolor. Theor Appl Genet 95:66–72
Teshome A, Baum BR, Fahrig L, Torrance JK, Arnason TJ, Lambert JD (1997) Sorghum [Sorghum bicolor (L.) Moench] landrace variation and classification in north Shewa and south Welo, Ethiopia. Euphytica 97:255–263
Teshome A, Fahrig L, Torrance JK, Lambert JD, Arnason TJ, Baum BR (1999) Maintenance of Sorghum (Sorghum bicolor, Poaceae) landrace diversity by farmers’ selection in Ethiopia. Econ Bot 53:79–88
Uptmoor R, Wenzel W, Friedt W, Donaldson G, Ayisi K (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
Weir BS, Cockerham CC (1984) Estimating F-statistics for the analysis of population structure. Evolution 38:1358–1370
Acknowledgments
This work is part of the PhD thesis of the first author. This research was funded by a grant from the “Institut Français de la Biodiversité”. We thank Claire Billot and the Montpellier Languedoc-Roussillon Genopole platform for technical assistance. We acknowledge the help of J. Chantereau of CIRAD in the racial characterization of landraces. We thank the government of Cameroon for allowing us to carry out our fieldwork in Wanté, and Aboubacar Moussa and the MEADEN for their assistance in Cameroon. Research assistance by Simon Monné and Celestin Khasah is gratefully acknowledged. Our greatest debt of gratitude is to the Duupa farmers of Wanté for providing the research material, for their hospitality, and for their interest in participating in our study. We thank two anonymous reviewers for valuable suggestions.
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Communicated by H. H. Geiger.
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Barnaud, A., Deu, M., Garine, E. et al. Local genetic diversity of sorghum in a village in northern Cameroon: structure and dynamics of landraces. Theor Appl Genet 114, 237–248 (2007). https://doi.org/10.1007/s00122-006-0426-8
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DOI: https://doi.org/10.1007/s00122-006-0426-8