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Mapping QTLs in breeding for drought tolerance in maize (Zea mays L.)

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Grain yield in the maize (Zea mays L) plant is sensitive to drought in the period three weeks either side of flowering. Maize is well-adapted to the use of restriction fragment length polymorphisms (RFLPs) to identify a tight linkage between gene(s) controlling the quantitative trait and a molecular marker. We have determined the chromosomal locations of quantitative trait loci (QTLs) affecting grain yield under drought, anthesis-silking interval, and number of ears per plant. The F3 families derived from the cross SD34(tolerant) × SD35 (intolerant) were evaluated for these traits in a two replicated experiment. RFLP analysis of the maize genome included non-radioactive DNA-DNA hybridization detection using chemiluminescence. To identify QTLs underlying tolerance to drought, the mean phenotypic performances of F3 families were compared based on genotypic classification at each of 70 RFLP marker loci. The genetic linkage map assembled from these markers was in good agreement with previously published maps. The phenotypic correlations between yield and other traits were highly significant. In the combined analyses, genomic regions significantly affecting tolerance to drought were found on chromosomes 1,3,5,6, and 8. For yield, a total of 50% of the phenotypic variance could be explained by five putative QTLs. Different types of gene action were found for the putative QTLs for the three traits.

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References

  • Abler, B.S.B., M.D. Edwards & C.W. Stuber, 1991 Isoenzymatic identification of quantitative trait loci in crosses of elite maize hybrids. Crop. Sci. 31: 267–274.

    Google Scholar 

  • Attia, M.M., H.A. Agrama & H.E. Khalifa, 1994 Effect of irrigation intervals on yield of some corn varieties in calcareous soil of west Nubaria region. J. Agric. Sci. Mansoura Univ. 19: 3155–3162.

    Google Scholar 

  • Bernatzky, R. & S.D. Tanksley, 1986 Toward a saturated linkage map in tomato based on isozymes and random cDNA sequences. Genetics 112: 887–898.

    Google Scholar 

  • Boyer, J.S., 1982 Plant productivity and environment. Science 218: 443–448.

    Google Scholar 

  • Edmeades, G.O., J. Bolanos & H.R. Lafitte, 1990 Selection for drought tolerance in maize adapted to the lowland tropics. In: De-Leon, C. G., G. Granados & M. D. Read (eds.), Proc. Fourth Asian Regional Maize Workshop, pp. 269–298. September 21–28, Islamabad, Pakistan.

  • Edwards, M.D., C.W. Stuber & J.F. Wendel, 1987 Molecularmarker-facilitated investigations of quantitative-trait loci in maize. I. Numbers, genomic distribution and types of gene action. Genetics 116: 113–125.

    Google Scholar 

  • Everson, E.H. & C.W. Schaller, 1955 The genetics of yield differences associated with awn barbing in the barley hybrid (Lion × Atlas10) × Atals. Agron. J. 47: 276–280.

    Google Scholar 

  • Fischer, K.S., G.O. Edmeades & E.C. Johnson, 1989 Selection for the improvement of maize yield under moisture-deficits. Field Crops Res. 22: 227–243.

    Google Scholar 

  • Frederick, J.R., J.D. Hesketh, D.B. Peters & F.E. Below, 1989 Yield and reproductive trait responses of maize hybrids to drought stress. Maydica 34: 319–328.

    Google Scholar 

  • Gruneberg, H., 1938 An analysis of the “pleiotropic” effects of a new lethal mutation in rat (Mus norvegicus) Proc. R. Soc. Lond. B. 125: 123–144.

    Google Scholar 

  • Guei, R.G. & C.E. Wassom, 1992 Inheritance of some drought adaptive traits in maize: I. Interrelationships between yield, flowering, and ears per plant. Maydica 37: 157–164.

    Google Scholar 

  • Hall, A.J., H.D. Ginzo & J.H. Lemcoff, 1981 Water stress before and during flowering in maize and its effects on yield, its components and their determinants. Maydica 26: 19–38.

    Google Scholar 

  • Herrero, M.P. & R.R. Johnson, 1981 Drought stress and its effects on maize reproductive systems. Crop. Sci. 21: 105–110.

    Google Scholar 

  • Hoisington, D.G., 1992 Laboratory protocols. CIMMYT Applied Molecular Genetics Laboratory. CIMMYT, Mexico, D.F., Mexico.

    Google Scholar 

  • Hoisington, D.G. & E.H. Coe, 1990 Mapping in maize using RFLPs. In: J.P. Gustafson (ed.), Gene manipulation in plant improvemen II, pp. 331–352. Plenum Press, New York.

    Google Scholar 

  • Kahler, A.L. & C.F. Wehrhahn, 1986 Associations between quantitative traits and enzyme loci in the F2 population of a maize hybrid. Theor. Appl. Genet. 72: 15–26.

    Google Scholar 

  • Keim, P., B.W. Diers, T.C. Olson & R.C. Shoemaker, 1990 RFLP mapping in soybean: association between marker loci and variation in quantitative trains. Genetics 126: 735–742.

    Google Scholar 

  • Knapp, S.J. & W.C. Bridges, 1990 Using molecular markers to estimate quantitative trait locus parameters: power and genetic variances for unreplicated and replicated progeny. Genetics 126: 769–777.

    Google Scholar 

  • Kosambi, D.D., 1944 The estimation of map distances from recombination values. Ann. Eugen. 12: 172–175.

    Google Scholar 

  • Lander, E.S. & D. Botstein, 1989 Mapping Mendelian factors underlying quantitative traits using RFLP linkage maps. Genetics 121: 185–199.

    Google Scholar 

  • Lander, E.S., P. Green, J. Abrahamson, A. Barlow, M.J. Daly, S.E. Lincoln & L. Newburg, 1987 MAPMAKER: an interactive computer package for constructing primary genetic linkage maps of experimental and natural populations. Genomics 1: 174–181.

    Google Scholar 

  • Landi, P., S. Conti, F. Gherardi, M.C. Sanguineti, R. Tuberosa, 1995 Genetic analysis of leaf ABA concentration and of agronomic traits in maize hybrids grown under different water regimes. Maydica 40: 179–186.

    Google Scholar 

  • Landry, B.S., R.V. Kessili, B. Rarrara & R.W. Michelmore, 1987 A genetic map of lettuce (Lactuca sativa) with restriction fragment length polymorphisms, isozymes, disease resistance genes and morphological markers. Genetics 116: 331–337.

    Google Scholar 

  • Lebreton, C., V. Lazic-Jancic, A. Steed, S. Pekic & S.A. Quarrie, 1995 Identification of QTL for drought responses in maize and their use in testing causal relationships between traits. J. Exp. Botany 46: 853–865.

    Google Scholar 

  • Mather, K. & J.L. Jinks, 1971 Biometrical Genetics. Cornell University Press, Ithaca, N.Y.

    Google Scholar 

  • Moss, G.I. & L.A. Downey, 1971 Influence of drought stress on female gametophyte development of corn (Zea mays L.) and subsequent grain yield. Crop. Sci. 11: 368–371.

    Google Scholar 

  • Nienhuis, J., T. Helentjaris, M. Slocum, B. Ruggero & A. Schaefer, 1987 Restriction fragment length polymorphism analysis of loci associated with insect resistance in tomato. Crop Sci. 27: 797–803.

    Google Scholar 

  • Paterson, A.H., E.S. Lander, J.D. Hewitt, S. Peterson, S.E. Lincoln & S.D. Tanksley, 1988 Resolution of quantitative traits into Mendelian factors by using a complete RFLP linkage map. Nature 335: 721–726.

    Google Scholar 

  • Paterson, A.H., S. Damon, J.D. Hewitt, D. Zamir, H.D. Rabinowitch, S.E. Lincoln, E.S. Lander & S.D. Tanksley, 1991 Mendelian factors underlying quantitative traits in tomato: comparison across species, generations, and environments. Genetics 127: 181–197.

    Google Scholar 

  • Quattar, S., R.J. Jones & R.K. Crookston, 1987 Effect of water deficits during grain filling on the pattern of maize kemel growth and development. Crop Sci. 27: 726–730.

    Google Scholar 

  • Rasmusson, J.M., 1933 A contribution to the theory of quantitative character inheritance. Hereditas 18: 245–261.

    Google Scholar 

  • Ragot, M. & D.A. Hoisington, 1993 Molecular markers for plant breeding: comparisons of RFLP and RAPD genotyping costs. Theor. Appl. Genet. 86: 975–984.

    Google Scholar 

  • Reiter, R.S., J.G. Coors, M.R. Sussman & W.H. Gabelman, 1991 Genetic analysis of tolerance to low-phosphorus stress in maize using restriction fragment length polymorphisms. Theor. Appl. Genet. 82: 561–568.

    Google Scholar 

  • Ribaut, J.-M., D. Gonzalez de Leon, G. Edmeades, E. Huerta & D. Hoisington, 1995 Changes in allelic frequencies in a tropical maize population under selection for drought tolerance. Proceeding International Symposium, XI A pp. 1–7. August 30–September 2. Menhpellier.

  • Sagai-Maroof, M.A., K.M. Soliman, R.A. Jorgensen & R.W. Allard, 1984 Ribosomal DNA spacer-length polymorphisms in barley: Mendelian inheritance, chromosomal location, and population dynamics. Proc. Natl. Acad. Sci. USA 81: 8014–8018.

    Google Scholar 

  • Sax, K., 1923 The association of size differences with seed coat pattern and pigmentation in Phaseolus vulgaris. Genetics 8: 552–560.

    Google Scholar 

  • Schön, C.C., M. Lee, A.E. Melchinger, W.D. Guthrie & W.L. Woodman, 1993 Mapping and characterization of quantitative trait loci affecting resistance against-second generation European corn borer in maize with the aid of RFLPs. Heredity 70: 646–659.

    Google Scholar 

  • Sharma, J.K. & S.K. Bhalla, 1991 Heterosis in crosses among drought-tolerant inbred lines of maize (Zea mays). Indian Journal of Agricultural Sciences 61: 543–545.

    Google Scholar 

  • Slocum, M.K., S.S. Figdore, W.C. Kennard, J.Y. Suzuki & T.C. Osborn, 1990 Linkage arrangement of restriction fragment length polymorphism loci in Brassica oleracea. Theor. Appl. Genet. 80: 57–64.

    Google Scholar 

  • Sobrado, M.A., 1990 Drought responses of tropical corn. I. Leaf area and yield components in the field. Maydica 35: 221–226.

    Google Scholar 

  • Stuber, C.W., 1992 Biochemical and molecular markers in plant breeding. Plant Breed. Rev. 9: 37–61.

    Google Scholar 

  • Stuber, C.W., S.E. Lincoln, D.W. Wolff, T. Helentjaris & E.S. Lander, 1992 Identification of genetic factors contributing to heterosis in a hybrid from two elite maize inbred lines using molecular markers. Genetics 132: 823–839.

    Google Scholar 

  • Thoday, J.M., 1961 Location of polygenes. Nature 191: 368–370.

    Google Scholar 

  • Veldboom, L.R., M. Lee & W.L. Woodman, 1994 Molecular markerfacilitated studies in an elite maize population. I. Linkage analysis and determination of QTL for morphological traits. Theor. Appl. Genet. 88: 7–16.

    Google Scholar 

  • Westgate, M.E. & J.S. Boyer, 1985 Carbohydrate reserves and reproductive development at low water potential in maize. Crop. Sci. 25: 762–769.

    Google Scholar 

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Agrama, H.A.S., Moussa, M.E. Mapping QTLs in breeding for drought tolerance in maize (Zea mays L.). Euphytica 91, 89–97 (1996). https://doi.org/10.1007/BF00035278

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  • DOI: https://doi.org/10.1007/BF00035278

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