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QTL mapping for salt tolerance in barley at seedling growth stage

  • Original Papers
  • Published:
Biologia Plantarum

Abstract

Barley (Hordeum vulgare L.), an important food and fodder crop, is potentially tolerant to salinity. To identify quantitative trait loci (QTLs) controlling salt tolerance, the population of 162 recombinant inbred lines (RILs) derived from F8 generation of Arigashar (an extremely salt tolerant Iranian six-rowed barley landrace) crossed with Igri (a salt semi-sensitive two-rowed cultivar) were evaluated. The growth of shoots, roots, and coleoptiles, and root numbers are four important growth characteristics severely affected by salt stress at seedling growth stages. A linkage map was constructed using 106 AFLP and SSR markers spanning six barley chromosomes including 2(2H), 3(3H), 4(4H), 7(5H), 6(6H), and 1(7H). Out of totally 26 detected QTLs, 17 QTLs were found effective for salt tolerance at 250 and 350 mM NaCl which localized on chromosomes 2H, 3H, 4H, 6H, 7H, and linkage group L1, whereas considering equivalent overlapped QTLs with a pleiotropic effect led to detection of totally 9 distinctive QTLs (QClgH2.1b, QSdgH2.1b, QSlgH2.1c, QNrgH2.1b, QTwgH2.2c, QSdg3Hb, QSlg4Hb1, QClg4Hb, and QSlg6Hc2) effective for salinity tolerance. 2(2H), 4(4H), and 6(6H) were major chromosomes harboring QTLs which effectively controlled salt tolerance in the Igri×Arigashar population. An interesting QTL, QTwg4Hc, was localized on chromosome 4H in the XE41-M61 marker distance that controls several traits including shoot and coleoptile lengths and shoot fresh mass under salt stress. A dense marker cluster around a resistance gene could offer a starting point for positional cloning.

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Abbreviations

AFLP:

amplified fragment length polymorphism

LOD:

logarithm of the odds value

QTL:

quantitative trait locus

PAGE:

polyacrylamide gel electrophoresis

RIL:

recombinant inbred line

SSR:

simple sequence repeat

References

  • Becker, J., Vos, P., Kuiper, M., Salamini, F., Heun, M.: Combined mapping of AFLP and RFLP markers in barley. — Mol. gen. Genet. 249: 65–73, 1995.

    Article  CAS  PubMed  Google Scholar 

  • Berloo, R.V., Stam, P.: Marker-assisted selection in autogamous RIL populations: a simulation study. — Theor. appl. Genet. 96: 147–154, 1998.

    Article  Google Scholar 

  • Burr, B., Burr, F.A., Thompson, K.H., Albertson, M.C., Stuber, C.W.: Gene mapping with recombinant inbred in maize. — Genetics 118: 519–526, 1988.

    CAS  PubMed Central  PubMed  Google Scholar 

  • Costa, J.M., Corey, A., Hayes, P.M., Jobet, C., Kleinhofs, A., Kopisch-Obusch, A., Kramer, S.F., Kudrna, D., Li, M., Riera-lazarazu, O., Sato, K., Szucs, P., Toojinda, T., Vales, M.I., Wolfe, R.I.: Molecular mapping of the Oregon Wolfe barleys: a phenotypically polymorphic double-haploid population. — Theor. appl. Genet. 103: 415–424, 2001.

    Article  CAS  Google Scholar 

  • Dadshani, S.A.W., Weidner, A., Buck-Sorlin, G.H., Börner, A., Asch, F.: QTL Analysis for Salt Tolerance in Barley. — Deutscher Tropenteg, Berlin 2004.

    Google Scholar 

  • Flavell, R.: The molecular characterization and organization of plant chromosomal DNA sequences. — Annu. Rev. Plant Physiol. 31: 569–596, 1980.

    Article  CAS  Google Scholar 

  • Flowers, T.J., Koyama, M,L., Flowers, S.A., Sudhakar, C., Singh, K.P., Yeo, A.R.: QTL: their place in engineering tolerance of rice to salinity. — J. exp. Bot. 51: 99–106, 2000.

    Article  CAS  PubMed  Google Scholar 

  • Goudarzi, M., Pakniyat, H.: Evaluation of wheat cultivars under salinity stress based on some agronomic and physiological traits. — J. Agr. Soc. Sci. 4: 35–38, 2008.

    Google Scholar 

  • Groh, S., González-de-León, D., Khairallah, M.M., Jiang, C., Bergvinson, D., Bohn, M., Hoisington, D.A., Melchinger, A.E.: QTL mapping in tropical maize: III. Genomic regions for resistance to diatraea spp. and associated traits in two RIL populations. — Crop Sci. 38: 1062–1072, 1998.

    Article  Google Scholar 

  • Hayes, P.M., Cereno, J., Witsenhoer, H., Kuiper, M., Zabeau, M., Sato, K., Kleinhofs, A., Kudrna, D., Kilian, A., Saghai-Maroof, M.A., Hoffman, D.L.: NABGMP characterizing and exploiting genetic diversity and quantitative traits in barley (Hordeum vulgare) using AFLP markers. — J. agr. Genomics 3: 1–18, 1997.

    Google Scholar 

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

    Article  Google Scholar 

  • Liu, K., Somerville, S.: Cloning and characterization of a highly repeated DNA sequence in Hordeum vulgare L. — Genome 39: 1159–1168, 1996.

  • Mano, Y., Takeda, K.: Mapping quantitative trait loci for salt tolerance at germination and the seedling stage in barley (Hordeum vulgare L.). — Euphytica 94: 263–272, 1997.

    Article  Google Scholar 

  • Mucella, T., Dipak, K.S., Walter, J.K., Fred, J.M.: Ascochyta blight resistance inheritance in three chickpea recombinant inbred line populations. — Crop Sci. 40: 1251–1256, 2000.

    Article  Google Scholar 

  • Munns, R.: Genes and salt tolerance: bringing them together. — New Phytol. 167: 645–663, 2005.

    Article  CAS  PubMed  Google Scholar 

  • Munns, R., James, A.J., Laüchli, A.: Approaches to increasing the salt tolerance of wheat and other cereals. — J. exp. Bot. 57: 1025–1043, 2006.

  • Pedersen, C., Linde-Laursen, I.: The relationship between physical and genetic distances at the Hor1 and Hor2 loci of barley estimated by two-colour fluorescent in situ hybridization. — Theor. appl. Genet. 91: 941–946, 1995.

    CAS  PubMed  Google Scholar 

  • Peighambari, S.A., Yazdi-Samadi, B., Nabipour, A., Charmet, G., Charmet, A.: QTL analysis for agronomic traits in a barley doubled haploids population grown in Iran. — Plant. Sci. 169: 1008–1013, 2005.

    Article  CAS  Google Scholar 

  • Ridout, C.J., Donini, P.: Use of AFLP in cereal research. — Trends. Plant Sci. 4: 76–79, 1999.

    Article  PubMed  Google Scholar 

  • Rimpau, I., Smith, D.B., Flavell, R.B.: Sequence organization in barley and oats chromosomes revealed by interspecies DNA/DNA hybridization. — Heredity 44: 131–149, 1980.

    Article  CAS  Google Scholar 

  • Russell, J.R., Fuller, J.D., Macaulay, M., Hatz, B.G., Jahoor, A., Powell, W., Waugh, R.: Direct comparison of levels of genetic variation among barley accessions detected by RFLPs, AFLPs, SSRs and RAPDs. — Theor. appl. Genet. 95: 714–722, 1997.

    Article  CAS  Google Scholar 

  • Saghai-Maroof, M.A., Soliman, K.M., Gorgensen, R.A., Allard, R.W.: Ribosomal DNA spacer-length polymorphism in barley: Mendelian inheritance, chromosomal location and population dynamics. — Proc. nat. Acad. Sci. USA 81: 8014–8018, 1984.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Siahsar, B.A., Narouei, M.: Mapping QTLs of physiological traits associated with salt tolerance in Steptoe×Morex doubled haploid lines of barley at seedling stage. — J. Food Agr. Environ. 8: 751–759, 2010.

    Google Scholar 

  • Simpson, S.P.: Detection of linkage between quantitative trait loci and restriction fragment length polymorphisms using inbred lines. — Theor. appl. Genet. 77: 815–819, 1989.

    Article  CAS  PubMed  Google Scholar 

  • Tinker, N.A., Mather, D.E.: Main effects of quantitative trait loci in Harrington/TR306 two-row barley. — Barley Genet. Newslett. 23: 72–78, 1994.

    Google Scholar 

  • Van Ooijen, J.W., Voorips, R.E. (ed.): JoinMap 3.0, Software for the Calculation of Genetic Linkage Maps. — Plant Research International, Wangeningen 2001.

  • Voorrips, R.E.: MapChart: software for the graphical presentation of linkage maps and QTLs. — J. Heredity 93: 77–78, 2002.

    Article  CAS  Google Scholar 

  • Vos, P., Hgers, R., Bleeker, M., Reijams, M.: AFLP: a new technique for DNA fingerprinting. — Nucl. Acids Res. 23: 4407–4414, 1995.

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Wang, S., Basten, C.J., Zeng, Z.B.: Windows QTL Cartographer 2.5. — Department of Statistics, NCSU, Raleigh 2005.

    Google Scholar 

  • Zaare, M., Jafary, H.: Quantitative trait loci diversity for salt tolerance at the early growth stage of barley (Hordeum vulgare L.). — Crop Breed. J. 3: 69–77, 2013.

    Google Scholar 

  • Zhang, J., Nguyen, H.T., Blum, A.: Genetic analysis of osmotic adjustment in crop plants. — J. exp. Bot. 50: 291–302, 1999a.

    Article  CAS  Google Scholar 

  • Zhang, J., Zheng, H.G., Ali, M.L., Tripathy, J.N., Aarti, A., Pathan, M.S., Sarial, A.K., Robin, S., Nguyen, T.T., Babu, R.C., Nguyen, B.D., Sarkarung, S., Blum, A., Nguyen, H.T.: Progress on the molecular mapping of osmotic adjustment and root traits. — In: O'Toole, J.C., Ito, O., Hardy, B. (ed.): Genetic Improvement of Rice for Water-Limited Environments. International Rice Research Institute, Manila 1999b.

    Google Scholar 

  • Zhuang, J.Y., Fan, Y.Y., Rao, Z.M., Wu, J.L., Xia, Y.W., Zheng, K.L.: Analysis on additive effects and additive-byadditive epistatic effects of QTL for yield traits in a recombinant inbred line population of rice. — Theor. appl. Genet. 105: 1137–1145, 2002.

    Article  CAS  PubMed  Google Scholar 

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Correspondence to H. Soltanloo.

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Acknowledgments: We wish to thank Mehdi Kalateh-Arabi and Behzad Najafi from the Agricultural Research Station, Gorgan, Iran for a valuable cooperation.

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Ahmadi-Ochtapeh, H., Soltanloo, H., Ramezanpour, S.S. et al. QTL mapping for salt tolerance in barley at seedling growth stage. Biol Plant 59, 283–290 (2015). https://doi.org/10.1007/s10535-015-0496-z

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  • DOI: https://doi.org/10.1007/s10535-015-0496-z

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