Abstract
Analysis of the genetic diversity and population structure of crops is very important for use in breeding programs and for genetic resources conservation. We analyzed the genetic diversity and population structure of 47 rice genotypes from diverse origins using amplified fragment length polymorphism (AFLP) markers and morphological characters. The 47 genotypes, which were composed of four populations: Iranian native varieties, Iranian improved varieties, International Rice Research Institute (IRRI) rice varieties, and world rice collections, were analyzed using ten primer combinations. A total of 221 scorable bands were produced with an average of 22.1 alleles per pair of primers, of which 120 (54.30%) were polymorphic. The polymorphism information content (PIC) values varied from 0.32 to 0.41 with an average of 0.35. The high percentage of polymorphic bands (%PB) was found to be 64.71 and the resolving power (R p) collections were 63.36. UPGMA clustering based on numerical data from AFLP patterns clustered all 47 genotypes into three large groups. The genetic similarity between individuals ranged from 0.54 to 0.94 with an average of 0.74. Population genetic tree showed that Iranian native cultivars formed far distant cluster from the other populations, which may indicate that these varieties had minimal genetic change over time. Analysis of molecular variance (AMOVA) revealed that the largest proportion of the variation (84%) to be within populations showing the inbreeding nature of rice. Therefore, Iranian native varieties (landraces) may have unique genes, which can be used for future breeding programs and there is a need to conserve this unique diversity. Furthermore, crossing of Iranian genotypes with the genetically distant genotypes in the other three populations may result in useful combinations, which can be used as varieties and/or lines for future rice breeding programs.
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References
Aggarwal RK, Brar DS, Nandi S, Huang N, Khush GS (1999) Phylogenetic relationships among Oryza species revealed by AFLP markers. Theor Appl Genet 98:1320–1328
Aghazade Gholaki R, Ghareiazi B, Nematzadeh GA, Babaeian NA (2003) Classification of some Iranian rice germplasms by use of RAPD marker. Iranian J Agric Sci 34:757–767
Akagi K, Sandig V, Vooijs M, Van der Valk M, Giovannini M, Strauss M, Berns A (1997) Pre-mediated somatic site-specific recombination in mice. Nucl Acids Res 25:1766–1773
Arnao E, Jayaro Y, Hinrichsen P, Ramis C, Marin C, Perez-Almeida I (2008) AFLP markers in the evaluation of genetic diversity of rice varieties and elite lines in Venezuela. Interciencia 33:359–364
Ashikawa I, Fukuta Y, Tamura K, Yagi T (1999) Application of AFLP technique that uses non-radioactive fluorescent primers to the detection of genetic diversity in Japanese rice cultivars and cloning of DNA sequences derived from an indica genome. Breed Sci 49:225–231
Babaeian Jolodar M, Nematzadeh Gh, Karbalaei A, Naeib M (1999) Study on variation of agronomical traits in rice landraces of Mazandaran Province. J Sci Res 15–26
Bajpai PK, Warghat AR, Sharma RK, Yadav A, Thakur AK, Srivastava RB, Stobdan T (2014) Structure and genetic diversity of natural populations of Morus alba in the Trans-Himalayan Ladakh Region. Biochem Genet 52:137–152
Bao JS, Corke H, Sun M (2006) Analysis of genetic diversity and relationships in waxy rice (Oryza sativa L.) using AFLP and ISSR markers. Genet Resour Crop Evol 53:323–330
Basabdatta D, Sengupta S, Parida SK, Roy B, Ghosh M, Prasad M, Ghose TK (2013) Genetic diversity and population structure of rice landraces from Eastern and North Eastern States of India. BMC Genet 14:71
Bautista NS, Solis R, Kamijima O, Ishii T (2001) RAPD, RFLP and SSLP analyses of phylogenetic relationships between cultivated and wild species of rice Genes. Genet Syst 76:71–79
Blair MW, Panaud O, McCouch SR (1999) Inter-simple sequence repeat (ISSR) amplification for analysis of microsatellite motif frequency and fingerprinting in rice (Oryza sativa L.). Theor Appl Genet 98:780–792
Caetano-Anollés G, Bassam BJ, Gresshoff PM (1991) DNA amplification fingerprinting: a strategy for genome analysis. Plant Mol Biol Rep 4:294–307
Caicedo AL, Gaitan E, Duque MC, Chica OT, Tohma J (1999) AFLP fingerprinting of Phaseolus lunatus L. and related wild species from South America. Crop Sci 39:1497–1507
Cheng ZQ, Ying FY, LI DQ, Yu TQ, Fu J, Yan HJ, Zhong QF, Zhang DY, Li WJ, Huang XQ (2012) Genetic diversity of wild rice species in Yunnan province of china. Rice Sci 19:21–28
Christopoulos MV, Rouskas D, Tsantili E, Bebeli PJ (2010) Germplasm diversity and genetic relationships among walnut (Juglans regia L.) cultivars and Greek local selections revealed by Inter-Simple Sequence Repeat (ISSR) markers. Sci Hort 125:584–592
De Riek J, Calsyn E, Everaert I, Van Bockstaele E, De Loose M (2001) AFLP based alternatives for the assessment of distinctness, uniformity and stability of sugar beet varieties. Theor Appl Genet 103:1254–1265
Dice LR (1945) Measures of the amount of ecologic association between species. Ecology 26:297–302
Excoffier L, Smouse P, Quattro J (1992) Analysis of molecular variance inferred from metric distances among DNA haplotypes: application to human mitochondrial DNA restriction data. Genetics 131:479–491
Federici MT, Vaughan DA, Tomooka N, Kaga A, Wang X, Doi K (2001) Analysis of Uruguayan weedy rice genetic diversity using AFLP molecular markers. Electronic J Biotech 4:131–145
Feng SG, Lu JJ, Gao L, Liu JJ, Wang HZ (2014) Molecular phylogeny analysis and species identification of Dendrobium (Orchidaceae) in China. Biochem Genet 52:127–136
Fuentes JL, Escobar F, Alvarez A, Gallego G, Duque MC, Ferrer M, Deus JE, Tohme JM (1999) Analysis of genetic diversity in Cuban rice varieties using isozyme, RAPD and AFLP markers. Euphytica 109:107–115
Glaszmann JC (1987) Isozymes and classification of Asian rice varieties. Theor Appl Genet 74:21–30
Huang M, **e FM, Chen LY, Zhao XQ, Jojee L, Madonna D (2010) Comparative analysis of genetic diversity and structure in rice using ILP and SSR markers. Rice Sci 17:257–268
Jiang SK, Zhong M, Xu ZJ, Zhang L, Ma H, Liu SX (2006) Classification of rice cultivars with RAPD molecular markers. J Shenyang Agric Univ 37:639–644
Jones CJ, Edwards KJ, Castaglione S, Winfield MO, Sala F, van de Wiel C, Bredemeijer G, Vosman B, Matthes M, Daly A, Brettschneider R, Bettini P, Buiatti M, Maestri E, Malcevschi A, Marmiroli N, Aert R, Volckaert G, Rueda J, Linacero R, Vazquez A, Karp A (1997) Reproducibility testing of RAPD, AFLP and SSR markers in plants by a network of European laboratories. Mol Breed 3:381–390
Joshi SP, Gupta VS, Aggarwal RK, Ranjekar PK, Brar DS (2000) Genetic diversity and phylogenetic relationship as revealed by inter simple sequence repeat (ISSR) polymorphism in the genus Oryza. Theor Appl Genet 100:1311–1320
Keivani M, Ramezanpour SS, Soltanloo H, Choukan R, Naghavi MR, Ranjbar M (2010) Genetic diversity assessment of alfalfa (Medicago sativa L.) populations using AFLP markers. AJCS 4:491–497
Khush GS (1997) Origin, dispersal, cultivation and variation of rice. Plant Mol Biol 35:25–34
Kush Gh (1996) Varietal needs for different environments and breeding strategies. In Siddig EA (ed) New Frontiers in Rice Research. Directorate of Rice Research, Hyderabad, India, pp 68–75, 1987
Mackill DJ (1995) Plant genetic resources. Classifying japonica rice cultivars with RAPD markers. Crop Sci 35:889–894
Mackill DJ, Zhang Z, Redoña ED, Colowit PM (1996) Level of polymorphism and genetic map** of AFLP markers in rice. Genome 39:969–977
Maheswaran M, Subudhi PK, Nandi S, Xu JC, Parco A, Yang DC, Huang N (1997) Polymorphism, distribution, and segregation of AFLP markers in a doubled haploid rice population. Theor Appl Genet 94:39–45
Mantel N (1967) The detection of disease clustering and generalized regression approach. Cancer Res 27:209–220
Maqsood M, Shehzad MA, Ali SNA, Iqbal M (2013) Rice cultures and nitrogen rate effects on yield and quality of rice (Oryza sativa L.). Turk J Agric For 37:665–673
Martin JH, Leonardo WH, Stamp DL (1976) Principles of field crop production. 3th edition. Collier Macmillan
Mathure S, Jawali N, Nadaf A (2010) Diversity analysis in selected non-basmati scented rice collection. Rice Sci 17:35–42
Milbourne D, Meyer R, Bradshaw JE, Baird E, Bonar N, Provan J, Waugh R (1997) Comparison of PCR based markers systems for the analysis of genetic relationship in cultivated potato. Mol Breed 3:127–136
Murray HC, Thompson WF (1980) Rapid isolation of high molecular weight plant DNA. Nucl Acids Res 8:4321–4325
Nei M (1973) Analysis of genetic diversity in subdivided populations. Proc Natl Acad Sci USA 70:3321–3323
Nei M, Li WH (1979) Mathematical model for studying genetic variation in terms of restriction endonucleases. Proc Natl Acad Sci USA 76:5269–5273
Nematzadeh GA, Kiani G (2007) Agronomic and quality characteristic of high-yielding rice. Pak J Biol Sci 10:141–144
Olufowote JO, Xu Y, Chen X, Park WD, Beachell HM, Goto M, McCouch SR (1997) Comparative evaluation of within cultivar variation of rice (Oryza sativa L.) using microsatellite and RFLP markers. Genome 40:370–378
Panaud O, McCouch SR, Chen X (1996) Development of microsatellite markers and characterization of simple sequence length polymorphism (SSLP) in rice (Oryza sativa L.). Mol Gen Genet 252:597–607
Powell W, Morgante M, Andre C, Mm Hanafey, Vogel J, Tingey S, Rafalski A (1996) The comparison of RFLP, RAPD, AFLP and SSR (microsatellite) markers for germplasm analysis. Mol Breed 2:225–238
Prevost A, Wilkinson MJ (1999) A new system of comparing PCR primers applied to ISSR fingerprinting of potato cultivars. Theor Appl Genet 98:107–112
Rohlf FJ (1998) NTSYSpc numerical taxonomy and multivariate analysis system version 2.0 user guide. Applied Biostatistics Inc, Setauket, New York
Saker MM, Youssef SS, Abdallah NA, Bashandy HS, El-Sharkawy AM (2005) Genetic analysis of some Egyptian rice genotypes using RAPD, SSR and AFLP. Afr J Biotechnol 4:882–890
Schneider S, Roessli D, Excoffier L (2001) Arlequin: a software for population genetics data analysis, Version 2.0. Genetics and Biometry Lab, Department of Anthropology, University of Geneva, Geneva
Second G (1982) Origin of the genetic diversity of cultivated rice (Oryza spp.): Study of the polymorphism scored at 40 isozyme loci. Jpn J Genet 57:25–57
Sokal RR, Michener CD (1958) A statistical method for evaluating systematic relationships. Univ Kans Sci Bull 38:1409–1438
Sorkheh K, Amini F (2010) Principle and procedures of multivariate statistical analysis. Daneshparvar Press, Tehran
Sorkheh K, Shiran B, Aranzana MJ, Mohammadi SA, Martínez-Gomez P (2007a) Application of amplified fragment length polymorphism (AFLPs) analysis to plant breeding and genetics: procedures, applications and prospects. J Food Agric Env 5:197–204
Sorkheh K, Shiran B, Gradziel TM, Epperson BK, Martinez-Gomez P, Asadi E (2007b) Amplified fragment length polymorphism as a tool for molecular characterization of almond germplasm: genetic diversity among cultivated genotypes and related wild species of almond, and its relationships with agronomic traits. Euphytica 156:327–344
Thanh ND, Zheng HG, Dong NV, Trinh LN, Ali ML, Nguyen HT (1999) Genetic variation in root morphology and microsatellite DNA loci in upland rice (Oryza sativa L.) from Vietnam. Euphytica 105:43–51
Van Beuningen LT, Busch RH (1997) Genetic diversity among North American spring wheat cultivars: III. Cluster analysis based on quantitative morphological traits. Crop Sci 37:981–988
Van de Peer Y, De Wachter R (1994) TREECON for Windows: as software package for the construction and drawing of evolutionary trees for the Microsoft Windows environment. Comput Appl Biosci 10:569–570
Virk PS, Newbury HJ, Jackson MT, Ford-Lloyd BV (1995) The identification of duplicate accessions within a rice germplasm collection using RAPD analysis. Theor Appl Genet 90:1049–1055
Vos P, Hogers R, Bleeker M, Reijans M, Lee T, Hornes M, Frijters A, Pot J, Peleman J, Kuiper M, Zabeau M (1995) AFLP: a new technique for DNA fingerprinting. Nucl Acids Res 23:4407–4414
Weising K, Nybon H, Wolff K, Meyer W (1995) DNA fingerprinting in plants and fungi. CRC Press, Boca Raton, USA
Welsh J, McClelland M (1990) Fingerprinting genomes using PCR with arbitrary primers. Nucl Acids Res 18:7213–7218
Williams JGK, Kubelik AR, Livak KJ, Rafalski JA, Tingey SV (1990) DNA polymorphisms amplified by arbitrary primers are useful as genetic markers. Nucl Acids Res 18:6531–6535
Wishart D (1980) CLASTAN user manual, 3rd edn. Program Library Unit, University of Edinburgh, Edinburgh
**ao J, Li J, Yuan L, McCouch SR, Tanksley SD (1996) Genetic diversity and its relationship to hybrid performance and heterosis in rice as revealed by PCR based markers. Theor Appl Genet 92:637–643
Yang GP, Maroof MAS, Xu CG, Zang Q, Baiyashev RM (1994) Comparative analysis of microsatellite DNA polymorphism in landraces and cultivars of rice. Mol Gen Genet 245:187–194
Zabeau M (1993) Selective restriction fragment amplification: a general method for DNA fingerprinting. European Patent Application No. 0-534-858-A1
Zhang CH, Li JZ, Zhu Z, Zhang YD, Zhao L, Wang CL (2010) Cluster analysis on japonica rice (Oryza sativa L.) with good eating quality based on SSR markers and phenotypic traits. Rice Sci 17:111–121
Zhu J, Gale MD, Quarrie S, Jackson MT, Bryan GJ (1998) AFLP markers for study of rice biodiversity. Theor Appl Genet 96:602–611
Zietkiewicz E, Rafalski A, Labuda D (1994) Genome fingerprinting by simple sequence repeat (SSR)-anchored polymerase chain reaction amplication. Genomics 20:176–183
Acknowledgments
We thank Shahid Chamran University of Ahwaz, Iran and the Rice Research foundation, Rasht, Iran. The authors would like to thank Mohammad Bagher Mahdieh Najafabadi for his help during phenotypic measurements.
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Sorkheh, K., Masaeli, M., Chaleshtori, M.H. et al. AFLP-Based Analysis of Genetic Diversity, Population Structure, and Relationships with Agronomic Traits in Rice Germplasm from North Region of Iran and World Core Germplasm Set. Biochem Genet 54, 177–193 (2016). https://doi.org/10.1007/s10528-016-9711-7
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DOI: https://doi.org/10.1007/s10528-016-9711-7