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Morpho-agronomic and simple sequence repeat-based diversity in colored rice (Oryza sativa L.) germplasm from peninsular India

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Abstract

Knowledge of the genetic diversity in the germplasm accessions is important for the efficient germplasm management. We studied 45 colored rice accessions, which had been earlier collected from peninsular India. The accessions were evaluated at two diverse locations for 12 morpho-agronomic traits and genotyped using 50 simple sequence repeat (SSR) markers. Significant genotypic variability was observed for all morpho-agronomic traits studied. Dendrogram and principal component analysis based on morpho-agronomic traits separated the accessions into three clusters. The first two principal components accounted for 82% of the total variation. The most discriminatory traits were number of grains per panicle, biomass yield, and days to flowering and maturity. The SSR analysis revealed high polymorphic information content value of 0.84. Though, Mantel test did not show a significant correlation, yet the classification based on phenotyping and genotyping data showed good agreement for the expression of morpho-agronomic traits in the formation of clusters. Five accessions had high concentration (> 100 μg/g) of Fe and one of Zn. Our study revealed the presence of large genetic variation among the colored rice accessions evaluated and moderate agreement between morpho-agronomic and SSR–based classifications and of these with geographic diversity.

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References

  • AOAC (2000) Official methods of analysis, 17 edn. Association of Official Analytical Chemists, Washington, DC

    Google Scholar 

  • Borba TCO, Brondani RPV, Rangel PHN, Brondani C (2009) Microsatellite marker-mediated analysis of the EMBRAPA rice core collection genetic diversity. Genetica 137:293–304

    Article  CAS  Google Scholar 

  • Chen X, Temnykh S, Xu Y, Cho YG, McCouch SR (1997) Development of microsatellite framework map providing genome wide coverage in rice. Theor Appl Genet 95:553–567

    Article  CAS  Google Scholar 

  • Deepa G, Singh V, Naidu KA (2008) Nutrient composition and physicochemical properties of Indian medicinal rice—Njavara. Food Chem 106:165–171

    Article  CAS  Google Scholar 

  • Dellaporta SL, Wood J, Hicks JB (1983) A plant DNA mini preparation version II. Plant Mol Bio Rep 1:19–21

    Article  CAS  Google Scholar 

  • Dhillon BS, Singh M, Parsad R, Gupta VK, Singh BB (2004) Evaluation of plant genetic resources: Issues, advances and opportunities. In: Dhillon BS, Tyagi RK, Lal A, Saxena S (eds) Plant genetic resource management. Narosa Publishing House, New Delhi, pp 242–265

    Google Scholar 

  • Elameen A, Larsen A, Klemsdal SS, Fjellheim S, Sundheim L, Msolla S, Masumba E, Rognli OA (2010) Phenotypic diversity of plant morphological and root descriptor traits within a sweet potato (Ipomoea batatas L.) germplasm collection from Tanzania. Genet Resour Crop Evol, doi:10.1007/s10722-010-9585-1

  • Frankel OH, Bennett E (eds) (1970) Genetic resources in plants-their exploration and conservation. International Biological Programme Handbook 11. Blackwell Scientific Publications, Oxford

    Google Scholar 

  • Frei M, Becker K (2005) Fatty acids and all-trans-β-carotene are correlated in differently colored rice landraces. J Sci Food Agric 85:2380–2384

    Article  CAS  Google Scholar 

  • Gao LZ, Zhang CH, Chang L, Jia J, Qiu Z, Dong Y (2005) Microsatellite diversity within Oryza sativa with emphasis on indica-japonica divergence. Genet Res 85:1–14

    Article  PubMed  CAS  Google Scholar 

  • Ghalmi N, Malice M, Jacquemin JM, Ounane SM, Mekliche L, Baudoin JP (2010) Morphological and molecular diversity within Algerian cowpea (Vigna unguiculata (L.) Walp.) landraces. Genet Resour Crop Evol 57:371–386

    Article  CAS  Google Scholar 

  • Graham RD, Senadhira D, Beebe S, Iglesias C, Monasterio I (1999) Breeding for micronutrient density in edible portions of staple food crops: Conventional approaches. Field Crops Res 60:57–80

    Article  Google Scholar 

  • Gregorio GB (2002) Progress in breeding for trace minerals in staple crops. J Nutr 132:500–502

    Google Scholar 

  • Gregorio GB, Senadhira D, Htut T, Graham RD (2000) Breeding for trace mineral density in rice. Food Nutr Bull 21:382–386

    Google Scholar 

  • Hallauer AR, Miranda JB (1988) Quantitative genetics in maize breeding, 2nd edn. Iowa State University Press, Ames, IA

    Google Scholar 

  • IRRI (1987) Rice quality testing. GEU skill series. International Rice Research Institute, Manila, Philippines, pp 1–12

  • Jackson MT, Loresto GC, Rao AS, Jones M, Guimaraes EP, Ng NQ (1997) Rice. In: Fuccillo D, Sears L, Stapleton P (eds) Biodiversity in trust: Conservation and use of plant genetic resources in CGIAR centers. Cambridge University Press, Cambridge

    Google Scholar 

  • Jain S, Jain R, McCouch SR (2004) Genetic analysis of Indian aromatic and quality rice (Oryza sativa L.) germplasm using panels of Fluorescently-labeled microsatellite markers. Theor Appl Genet 109:965–977

    Article  PubMed  CAS  Google Scholar 

  • Ji HC, Kim Y, Lee BH, Cho JW, Seo S, Yamakawa T (2007) Genetic diversity of colored rice lines based on botanical characteristics and simple sequence repeat (SSR) markers. J Fac Agr 52:287–293

    CAS  Google Scholar 

  • Kaneda I, Yasui H, Adachi Y, Takada J, Sakurai H (2005) Determination of trace element concentrations in ancient rices (red and black rices) and a present-day rice (Koshihikari): Relationship among the trace element concentrations, species, harvest sites and rice parts. Biomed Res Trace Elements 16:241–249

    CAS  Google Scholar 

  • Kaneda L, Kubob F, Sakurai H (2007) Relationship between trace metal concentration and antioxidative activity of ancient rice bran (red and black rice) and a present-day rice bran (Koshihikari). J Trace Elements Med Bio 21:43–51

    Article  CAS  Google Scholar 

  • Kumar V, Sharma S, Sharma KA, Sharma S, Bhat KV (2009) Comparative analysis of diversity based on morpho-agronomic traits and microsatellite markers in common bean. Euphytica 170:249–262

    Article  CAS  Google Scholar 

  • Malhotra VV, Singh VS, Singh KB (1974) Relation between geographic diversity and genetic divergence in green gram. Indian J Agric Sci 44:815–818

    Google Scholar 

  • Mantel NA (1967) The detection of disease clustering and a generalized regression approach. Cancer Res 27:209–220

    PubMed  CAS  Google Scholar 

  • Matsuo T, Futsuhara Y, Kukuchi F, Yamaguchi H (1997) Science of the Rice Plant volume III. Food and Agricultural Policy Research Center, Tokyo

    Google Scholar 

  • Meera MV, Potty NN (1999) Nutritional specificity and quality properties of medicinal rice “Najavara”. Oryza 36:315–317

    Google Scholar 

  • Murty BR, Arunachalam V (1966) The nature of genetic divergence in relation to breeding system in crop plants. Indian J Genet 26:188–189

    Google Scholar 

  • Naidu NV, Satyanarayana A (1991) Studies on genetic divergence over environments in mung bean. Indian J Genet 51:454–460

    Google Scholar 

  • Nei M (1973) Analysis of gene diversity in sub-divided populations. PNAS 70:3321–3323

    Article  PubMed  CAS  Google Scholar 

  • Nei M, Li WH (1979) Mathematical model for studying genetic variation in terms of restriction endonucleases. PNAS 76:5269–5273

    Article  PubMed  CAS  Google Scholar 

  • Panaud O, Chen X, McCouch SR (1996) Development of microsatellite markers and characterization of simple sequence length polymorphism (SSLP) in rice (Oryza sativa L.). Mol Gen Genet 252:597–607

    PubMed  CAS  Google Scholar 

  • Paterson AH, Lan TH, Reischmann KP, Chang C, Lin SC, Burow MD, Kowalski SP, Katsar CS, DelMonte TA, Feldmann KA, Schertz KF, Wendel JF (1996) Toward a unified genetic map of higher plants, transcending the monocot–dicot divergence. Nat Genet 14:380–382

    Article  PubMed  CAS  Google Scholar 

  • Rahman S, Sharma MP, Suman S (2006) Nutritional and medicinal value of some indigenous rice varieties. Indian J Traditional Knowl 6:454–458

    Google Scholar 

  • Ram SG, Thiruvengadam V, Vinod KK (2007) Genetic diversity among cultivars, landraces and wild relatives of rice as revealed by microsatellite markers. J Appl Genet 48:337–345

    Article  PubMed  Google Scholar 

  • Ramaiah K, Rao MBVN (1953) Rice breeding and genetics. Sci Monogr ICAR, 19, New Delhi, India

  • Rana JC, Negi KS, Wani SA, Saxena S, Pradheep K, Kak A, Pareek SK, Sofi PA (2009) Genetic resources of rice in the Western Himalayan region of India: Current status. Genet Resour Crop Evol 56:963–973

    Article  Google Scholar 

  • Ravi M, Geethanjali S, Sameyafarheen F, Maheshwaran M (2003) Molecular marker based genetic diversity analysis in rice using RAPD and SSR markers. Euphytica 133:243–252

    Article  CAS  Google Scholar 

  • Roldan-Ruiz I, Van euwijk FA, Gilliland TJ, Dubreuil P, Dillmann C, Lallemand J, De Loose M, Baril CP (2001) A comparative study of molecular and morphological methods of describing relationships between perennial ryegrass (Lolium perenne L.) varieties. Theor Appl Genet 103:1138–1150

    Article  CAS  Google Scholar 

  • SAS (2004) SAS for Windows Release 9.1. SAS Institute, Inc., Cary, NC

    Google Scholar 

  • Sharma L, Prasanna BM, Ramesh B (2010) Analysis of phenotypic and microsatellite-based diversity of maize landraces in India, especially from the North-East Himalayan region. Genetica 138:619–631

    Article  PubMed  CAS  Google Scholar 

  • Siddiq EA, Saxena S, Malik SS (2006) Rice. In: Dhillon BS, Saxena S, Agrawal A, Tyagi RK (eds) Plant genetic resources: food grain crops. Narosa Publishing House, New Delhi, pp 27–58

    Google Scholar 

  • Solis JS, Ulloa DM, Rodriguez LA (2007) Molecular description and similarity relationships among native germplasm potatoes (Solanum tuberosum ssp. tuberosum L.) using morphological data and AFLP markers. Electron J Biotech 10:436–443

    CAS  Google Scholar 

  • Suzuki M, Kimura T, Yamagishi K, Shinmoto H, Yamaki K (2004) Comparison of mineral contents in 8 cultivars of pigmented brown rice. J Japan Soc Food Sci Tech 51:424–427

    Article  CAS  Google Scholar 

  • Temnykh S, De CG, Lukashova A, Lipovich L, Catimhour S, McCouch SR (2001) Computational and experimental analysis of microsatellites in rice: Frequency and length variation, transposon association and genetic marker potential. Genome Res 11:1441–1452

    Article  PubMed  CAS  Google Scholar 

  • Thomson MJ, Septiningsih E, Suwardjo F, Santoso T, Silitonga T, McCouch S (2007) Genetic diversity analysis of traditional and improved Indonesian rice (Oryza sativa L.) germplasm using microsatellite markers. Theor Appl Genet 114:559–568

    Article  PubMed  CAS  Google Scholar 

  • Thomson MJ, Polato NR, Prasetiyono J, Trijatmiko KR, Silitonga TS, McCouch SR (2009) Genetic diversity of isolated populations of Indonesian landraces of rice (Oryza sativa L.) collected in East Kalimantan on the island of Borneo. Rice 2:80–92

    Article  Google Scholar 

  • Wu KS, Tanksley SD (1993) Abundance, polymorphism and genetic mapping of microsatellites in rice. Mol Gen Genet 24:225–235

    Article  Google Scholar 

  • Yoshida H, Tomiyama Y, Mizushina Y (2010) Lipid components, fatty acids and triacylglycerol molecular species of black and red rices. Food Chem 123:210–215

    Article  CAS  Google Scholar 

  • Zhang HL, Sun JL, Wang MX, Liao DQ, Zeng YW, Shen SQ, Yu P, Wang XK, Li ZC (2007) Genetic structure and phylogeography of rice landraces in Yunnan, China, revealed by SSR. Genome 50:72–83

    Article  PubMed  CAS  Google Scholar 

Download references

Acknowledgments

SJM thanks Indian Council of Agricultural Research for the award of Junior Research Fellowship. The authors acknowledge the provision of facilities by IARI for field experimentation at New Delhi, and the help received from Dr Mrs. Sachdeva, Nuclear Research Laboratory, IARI, for chemical analyses.

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Correspondence to B. S. Dhillon.

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Gowda, S.J.M., Randhawa, G.J., Bisht, I.S. et al. Morpho-agronomic and simple sequence repeat-based diversity in colored rice (Oryza sativa L.) germplasm from peninsular India. Genet Resour Crop Evol 59, 179–189 (2012). https://doi.org/10.1007/s10722-011-9674-9

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