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Mapping QTLs for opaque2 modifiers influencing the tryptophan content in quality protein maize using genomic and candidate gene-based SSRs of lysine and tryptophan metabolic pathway

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The mapping analysis resulted in identification of five significant QTLs for opaque2 modifiers influencing the tryptophan content in quality protein maize using functional and genomic SSR markers.

Abstract

Quality protein maize (QPM) was developed by selecting genetic modifiers that convert opaque2 mutant containing high lysine and tryptophan. There are several unlinked opaque2 modifier loci (Opm) in QPM whose location, nature and mode of action are not clear. To identify these Opm QTLs, we developed a population of 218 F2:3 individuals from a cross between VQL2 and VQL8, two isogenic QPM inbreds significantly differing in tryptophan content. Based on the data of the F2:3 population, five significant QTLs on chromosomes 5, 7 and 9 with LOD values more than 2.5 were identified and together explained 38.6 % of the total phenotypic variance (R 2). The Wx1 gene which has influence on the amino acid composition of the maize endosperm was mapped on chromosome 9 near the marker phi022 and also validated by bulk analysis. The QTL near the SSR marker ZmASK3, developed from the aspartate kinase 2 gene of the lysine pathway, mapped on chromosome 5 and had LOD of 2.7 with R 2 of 5.1 %. On chromosome 9, the QTL between the loci umc1430 and bnlg1401 had an LOD of 4.5 with R 2 of 9.1 %, whereas the QTL between the loci bnlg1401 and phi022 had an LOD of 4.2 with R 2 of 8.4 %. The third QTL was observed to be close to the marker umc2207 with an LOD of 4.8 and R 2 of 8.4 %. The identified QTLs will be very useful in the marker-assisted back-cross breeding and transgressive breeding for the development of QPM maize.

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References

  • Babu BK, Agrawal PK, Mahajan V, Gupta HS (2009) Molecular and biochemical characterization of short duration quality protein maize. J Plant Biochem Biotech 18(1):93–96

    Article  CAS  Google Scholar 

  • Babu BK, Agrawal PK, Gupta HS, Bhatt JC, Anil Kumar (2012) Identification of candidate gene-based SSR markers for lysine and tryptophan metabolic pathways in maize (Zea mays). Plant Breed 131:20–27

    Article  CAS  Google Scholar 

  • Barret P, Brinkman M, Dufour P, Murigneux A, Beckert M (2004) Identification of candidate genes for in vitro androgenesis induction in maize. Theor Appl Genet 109:1660–1668

    Article  CAS  PubMed  Google Scholar 

  • Belousov AA (1987) Genetic analysis of modified endosperm texture in opaque2 maize. Soviet Genetics 23:459–464

    Google Scholar 

  • Brennecke K, Souza Neto AJ, Lugli J, Lea PJ, Azevedo RA (1996) Aspartate kinase in maize mutants ask1-lt19 and opaque-2. Phytochemistry 41:707–712

    Article  CAS  Google Scholar 

  • Bryan JK (1990) Advances in the biochemistry of amino acid biosynthesis. In: Milfin BJ, Lea PJ (eds) The biochemistry of plants, vol 16. Academic Press, New York, pp 161–195

    Google Scholar 

  • Chin ECL, Senior ML, Shu H, Smith JSC (1996) Maize simple sequence repetitive DNA sequences: abundance and allele variation. Genome 39:866–873

    Article  CAS  PubMed  Google Scholar 

  • Churchill GA, Doerge RW (1994) Emperical threshold values for quantitative trait mapping. Genetics 138:964–971

    Google Scholar 

  • Dotson SB, Frish DA, Somers DA, Gengenbach BG (1990) Lysine-insensitive aspartate kinase in two threonine-overproducing mutants in maize. Planta 182:546–552

    Article  CAS  PubMed  Google Scholar 

  • Geevers HO, Lake JK (1992) Development of modified opaque-2 maize in south Africa. In: Mertz Et (ed) Quality protein maize. American Association of Cereal Chemists, St. Paul

    Google Scholar 

  • Gibbon BC, Wang X, Larkins BA (2003) Altered starch structure is associated with endosperm modification in Quality Protein Maize. Proc Natl Acad Sci USA 100(26):15329–15334

  • Hibberd KA, Green CE (1982) Inheritance and expression of lysine plus threonine resistance selected in maize tissue culture. Proc Natl Acad Sci USA 79:559–563

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Holding DR, Hunter BG, Chung T, Gibbon BC, Ford CF, Bharti AK, Messing J, Hamaker BR, Larkins BA (2008) Genetic analysis of opaque2 modifier loci in quality protein maize. Theor Appl Genet 117:157–170

    Article  CAS  PubMed  Google Scholar 

  • Holding DR, Hunter BG, Klingler JP, Wu S, Guo X, Gibbon BC, Wu R, Schulze JM, Jung R, Larkins BA (2011) Characterization of opaque2 modifier QTLs and candidate genes in recombinant inbred lines derived from the K0326Y quality protein maize inbreds. Theor Appl Genet 122:783–794

    Article  CAS  PubMed  Google Scholar 

  • Kosambi DD (1944) The estimation of the map from the recombination values. Ann Eugen 12:172–175

    Article  Google Scholar 

  • Manly KF, Cudmore RH Jr, Meer JM (2001) Map Manager QTX, cross-platform software for genetic mapping. Mamm Genome 12:930–932

    Article  CAS  PubMed  Google Scholar 

  • Mertz (1992) Quality protein maize. American Association of Cereal Chemists, St. Paul

    Google Scholar 

  • Muehlbauer GJ, Gengenbach BG, Somers DA, Donovan CM (1994) Genetic and amino acid analysis of two maize threonine-overproducing, lysine-insensitive aspartate kinase mutants. Theor Appl Genet 89:767–774

    Article  CAS  PubMed  Google Scholar 

  • Munck L (1992) The case of high lysine barley breeding. In: Shewry P (ed) Barley, genetics, biochemistry, molecular biology and biotechnology. CAB International, Wallingford

    Google Scholar 

  • Nelson JC (1997) QGENE: software for marker-based genomic analysis and breeding. Mol Breed 3:239–245

    Article  CAS  Google Scholar 

  • Prasanna BM, Vasal SK, Kassahun B, Singh NN (2001) Quality protein maize. Curr Sci 81:1308–1319

    CAS  Google Scholar 

  • Senior ML, Murphy JP, Goodman MM, Stuber CW (1998) Utility of SSRs for determining genetic similarities and relationships in maize using an agarose gel system. Crop Sci 38:1088–1098

    Article  Google Scholar 

  • Shen B, Carneiro N, Torresjerez I, Stevenson B, McCreey T, Helentjaris T, Baysdorfer C, Almira E, Ferl RJ, Habben JE, Larkins B (1994) Partial sequencing and mapping of clones from two maize cDNA libraries. Plant Mol Biol 26:1085–1101

    Article  CAS  PubMed  Google Scholar 

  • Vasal SK, Villegas E, Bjarnason M, Gelaw B, Goertz P (1980) Genetic modifiers and breeding strategies in developing hard endosperm opaque2 materials. In: Pollmer WG, Phillips RH (eds) Quality traits for maize for grain and silage use. Martinus Nijhoff, London

    Google Scholar 

  • Wang X, Larkins BA (2001) Genetic analysis of amino acid accumulation in opaque-2 maize endosperm. Plant Physiol 125:1766–1777

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Wang S, Basten CJ, Zeng ZB (2002) Windows QTL Cartographer. WinQTLCart V2.0

  • Wang X, Jose A, Bryan CG, Lopez-Valenzuela JA, Gakiere B, Galili G, Larkins BA (2007) Characterization of monofunctional aspartate kinase genes in maize and their relationship with free amino acid content in the endosperm. J Exp Bot 58(10):2653–2660

    Article  CAS  PubMed  Google Scholar 

  • Woo YM, Hu DWN, Larkins BA, Jung R (2001) Genomics analyses of genes expressed in maize endosperm identifies novel seed proteins and clarifies patterns of zein gene expression. Plant Cell 13:2297–2317

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Yang W, Zheng Y, Zheng W, Feng R (2005) Molecular genetic mapping of a high-lysine mutant gene (opaque-16) and the double recessive effect with opaque-2 in maize. Mol Breed 15:257–269

    Article  Google Scholar 

  • Young VR, Scrimshaw NS, Pellet P (1998) Significance of dietary protein source in human nutrition: animal and/or plant proteins? In: Waterlow JC, Armstrong DG, Fowden L, Riley R (eds) Feeding a world population of more than eight billion people. Oxford University Press in associate with Rank Prize Funds, NewYork

    Google Scholar 

Download references

Acknowledgments

This work was supported by Vivekananda Parvateeya Krishi Anusanthan Sansthan (Indian Council of Agricultural Research, New Delhi), Almora, Uttarakhand, India. The authors are thankful to Dr. G. S. Bisht, Mr. Sanjay, Mrs. Nidhi and Mrs. Swathi for their technical help during the investigation.

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The authors declare that they have no conflict of interest.

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Correspondence to B. Kalyana Babu.

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Communicated by Manoj Prasad.

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Babu, B.K., Agrawal, P.K., Saha, S. et al. Mapping QTLs for opaque2 modifiers influencing the tryptophan content in quality protein maize using genomic and candidate gene-based SSRs of lysine and tryptophan metabolic pathway. Plant Cell Rep 34, 37–45 (2015). https://doi.org/10.1007/s00299-014-1685-5

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  • DOI: https://doi.org/10.1007/s00299-014-1685-5

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