Biologia plantarum 62:299-306, 2018 | DOI: 10.1007/s10535-017-0765-0

Identification of genes associated with drought tolerance in barley

S. F. Abou-Elwafa1,*
1 Agronomy department, College of Agriculture, Assiut University, Assiut, Egypt

Mapping of quantitative trait genes (QTGs) associated with drought related traits is essential for improving drought tolerance in crop species. In silico identification of candidate genes relies on annotation of critical QTGs to a variety of web resource-based datasets. The barley reference sequence was employed to map QTGs significantly associated with the proline accumulation and osmotic potential. Annotation of the critical QTGs contigs to the NCBI protein database identified 72 gene orthologs located on chromosomes 1H, 2H, and 7H, from which seven genes were identified as candidates. Expression analysis of all seven candidate genes revealed differential expression pattern between plants grown under well-watered conditions and drought-stress. The results represent a successful and highly powerful implementation of genome-wide scanning approach based on in silico mapping of QTGs to identify gene clusters having a common transcript pattern with similar function.

Keywords: genome-wide-scanning; Hordeum vulgare; in silico mapping; phylogenetic analysis
Subjects: gene expression; phylogenetic analysis; drought tolerance; barley; QTL mapping

Received: March 21, 2017; Revised: August 24, 2017; Accepted: August 26, 2017; Published: June 1, 2018Show citation

ACS AIP APA ASA Harvard Chicago IEEE ISO690 MLA NLM Turabian Vancouver
Abou-Elwafa, S.F. (2018). Identification of genes associated with drought tolerance in barley. Biologia plantarum62(2), 299-306. doi: 10.1007/s10535-017-0765-0.
Download citation

Supplementary files

Download filebpl-201802-0011_S1.pdf

File size: 181.72 kB

References

  1. Abe, A., Kosugi, S., Yoshida, K., Natsume, S., Takagi, H., Kanzaki, H., Matsumura, H., Yoshida, K., Mitsuoka, C., Tamiru, M., Innan, H., Cano, L., Kamoun, S., Terauchi, R.: Genome sequencing reveals agronomically important loci in rice using MutMap. - Natur. Biotechnol. 30: 174-178, 2012. Go to original source...
  2. Abou-Elwafa, S.F.: Association mapping for drought tolerance in barley. - Gene Technol. 5: 1-2, 2016a. Go to original source...
  3. Abou-Elwafa, S.F.: Association mapping for drought tolerance in barley at the reproductive stage. - Compt. rend. Biol. 339: 51-59, 2016b. Go to original source...
  4. Abou-Elwafa, S.F.: Association mapping for yield and yieldcontributing traits in barley under drought conditions with genome-based SSR markers. - Compt. rend. Biol. 339: 153-162, 2016c. Go to original source...
  5. Afzal, A.J., Wood, A.J., Lightfoot, D.A.: Plant receptor-like serine threonine kinases: roles in signaling and plant defense. - Mol. Plant Microbe Interact. 21: 507-517, 2008. Go to original source...
  6. Alcazar, R., Marco, F., Cuevas, J.C., Patron, M., Ferrando, A., Carrasco, P., Tiburcio, A.F., Altabella, T.: Involvement of polyamines in plant response to abiotic stress. - Biotechnol. Lett. 28: 1867-1876, 2006.
  7. Alcazar, R., Planas, J., Saxena, T., Zarza, X., Bortolotti, C., Cuevas, J., Bitrian, M., Tiburcio, A.F., Altabella, T.: Putrescine accumulation confers drought tolerance in transgenic Arabidopsis plants over-expressing the homologous arginine decarboxylase 2 gene. - Plant Physiol. Biochem. 48: 547-552, 2010. Go to original source...
  8. Alves, A.A.G., Setter, T.L.: Abscisic acid accumulation and osmotic adjustment in cassava under water deficit. - Environ. exp. Bot. 51: 259-279, 2004. Go to original source...
  9. Ariyadasa, R., Mascher, M., Nussbaumer, T., Schulte, D., Frenkel, Z., Poursarebani, N., Zhou, R., Steuernagel, B., Gundlach, H., Taudien, S., Felder, M., Platzer, M., Himmelbach, A., Schmutzer, T., Hedley, P.E., Muehlbauer, G.J., Scholz, U., Korol, A., Mayer, K.F., Waugh, R., Langridge, P., Graner, A., Stein, N.: A sequence-ready physical map of barley anchored genetically by two million single-nucleotide polymorphisms. - Plant Physiol. 164: 412-423, 2014. Go to original source...
  10. Boyes, D.C., Nam, J., Dangl, J.L.: The Arabidopsis thaliana RPM1 disease resistance gene product is a peripheral plasma membrane protein that is degraded coincident with the hypersensitive response. - PNAS 95: 15849-15854, 1998. Go to original source...
  11. Deepak, S., Shailasree, S., Kini, R.K., Hause, B., Shetty, S.H., Mithöfer, A.: Role of hydroxyproline-rich glycoproteins in resistance of pearl millet against downy mildew pathogen Sclerospora graminicola. - Planta 226: 323-333, 2007. Go to original source...
  12. Deepak, S., Shailasree, S., Kini, R.K., Muck, A., Mithöfer, A., Shetty S.H.: Hydroxyproline-rich glycoproteins and plant defence. - Phytopathology 158: 585-593, 2010. Go to original source...
  13. Ekblom, R., Galindo, J.: Applications of next generation sequencing in molecular ecology of non-model organisms. - Heredity 107: 1-15, 2011. Go to original source...
  14. Ersoz, E.S., Yu, J., Buckler, E.S.: Applications of linkage disequilibrium and association mapping in crop plants. - In: Varshney, R.K., Tuberosa, R. (ed.): Genomics Assisted Crop improvement, Genomics Approaches and Platforms. Vol. 1. Pp. 97-119. Springer, Dordrecht 2007. Go to original source...
  15. Giardine, B., Riemer, C., Hardison, R.C., Burhans, R., Elnitski, L., Shah, P., Zhang, Y., Blankenberg, D., Albert, I., Taylor, J., Miller, W., Kent, W.J., Nekrutenko, A.: Galaxy, a platform for interactive large-scale genome analysis. - Genome Res. 15: 1451-1455, 2005. Go to original source...
  16. Harhay, G.P., Keele, J.W.: Positional candidate gene selection from livestock EST databases using gene ontology. Bioinformatics 19: 249-255, 2003. Go to original source...
  17. Hayat, S., Hayat, Q., Alyemeni, M.N., Wani, A.S., Pichtel, J., Ahmad, A.: Role of proline under changing environments: a review. - Plant Signal. Behav. 7: 1456-1466, 2012. Go to original source...
  18. Hristovski, D., Peterlin, B., Mitchell, J.A., Humphrey, S.M.: Using literature based discovery to identify disease candidate genes. - Int. J. med. Inform. 74: 289-298, 2005. Go to original source...
  19. James, G.V., Patel, V., Nordström, K.J., Klasen, J.R., Salomé, P.A., Weigel, D., Schneeberger, K.: User guide for mapping-by-sequencing in Arabidopsis. - Genome Biol. 14: R61, 2013. Go to original source...
  20. Kumar, S., Stecher, G., Tamura, K.: MEGA7, molecular evolutionary genetics analysis version 7.0 for bigger datasets. - Mol. Biol. Evol. 33: 1870-1874, 2016a.
  21. Kumar, R., Vashisth, D., Misra, A., Akhtar, M.Q., Jalil, S.U., Shanker, K., Gupta, M.M., Rout, P.K., Gupta, A.K., Shasany, A.K.: RNAi down-regulation of cinnamate-4- hydroxylase increases artemisinin biosynthesis in Artemisia annua. - Natur. Rev. Sci. Rep. 25: 26458, 2016b. Go to original source...
  22. Le Gall, H., Philippe, F., Domon, J.M., Gillet, F., Pelloux, J., Rayon, C.: Cell wall metabolism in response to abiotic stress. - Plants 4: 112-166, 2015. Go to original source...
  23. Logemann, J., Schell, J., Willmitzer, L.: Improved method for the isolation of RNA from plant tissues. - Anal. Biochem. 163: 16-20, 1987. Go to original source...
  24. Man, D., Bao, Y.X., Han, L.B., Zhang, X.: Drought tolerance associated with proline and hormone metabolism in two tall fescue cultivars. - HortScience 46: 1027-1032, 2011. Go to original source...
  25. Milla, M.A., Townsend, J., Chang, I.F., Cushman, J.C.: The Arabidopsis AtDi19 gene family encodes a novel type of Cys2/His2 Zinc-finger protein implicated in ABA independent dehydration, high-salinity stress and light signaling pathways. - Plant mol. Biol. 61: 13-30, 2006. Go to original source...
  26. Nei, M.: Genome evolution: let's stick together. - Heredity 90: 411-412, 2003. Go to original source...
  27. Nguyen, K.H., Hab, C.V., Nishiyamaa, R., Watanabea, Y., Leyva-Gonzálezc, M.A., Fujitad, Y., Trana, U.T., Lia, W., Tanakae, M., Sekie, M., Schallerg, G.E., HerreraEstrellah, L., Trana, L.S.P.: Arabidopsis type B cytokinin response regulators ARR1, ARR10, and ARR12 negatively regulate plant responses to drought. - PNAS 13: 3090-3095, 2016. Go to original source...
  28. Peremarti, A., Bassie, L., Zhu, C.F., Christou, P., Capell, T.: Molecular characterization of the arginine decarboxylase gene family in rice. - Transgenic Res. 19: 785-797, 2010. Go to original source...
  29. Purugganan, D., Fuller, D.Q.: The nature of selection during plant domestication. - Nature 457: 843-848, 2009. Go to original source...
  30. Rossi, S., Masotti, D., Nardini, C., Bonora, E., Romeo, G., Macii, E., Benini, L., Volinia, S.: TOM: a web-based integrated approach for identification of candidate disease genes. - Nucl. Acids Res. 34: W285-W292, 2006. Go to original source...
  31. Seki, M., Umezawa, T., Urano, K., Shinozaki, K.: Regulatory metabolic networks in drought stress responses. - Curr. Opin. Plant Biol. 10: 296-302, 2007. Go to original source...
  32. Sujeeth, N., Deepak, S., Shailasree, S., Kini, R.K., Shetty, S.H., Hille, J.: Hydroxyproline-rich glycoproteins accumulate in pearl millet after seed treatment with elicitors of defense responses against Sclerospora graminicola. - Physiol. mol. Plant Pathol. 74: 230-237, 2010. Go to original source...
  33. Takagi, H., Abe, A., Yoshida, K., Kosugi, S., Natsume, S., Mitsuoka, C., Uemura, A., Utsushi, H., Tamiru, M., Takuno, S., Innan, H., Cano, L.M., Kamoun, S., Terauchi, R.: QTL-seq: rapid mapping of quantitative trait loci in rice by whole genome resequencing of DNA from two bulked populations. - Plant J. cell. mol. Biol. 74: 174-183, 2013. Go to original source...
  34. Teer, J.K., Mullikin, J.C.: Exome sequencing: the sweet spot before whole genomes. - Human mol. Genet. 19: R145-R151, 2010. Go to original source...
  35. Teichmann, S.A., Veitia, R.A.: Genes encoding subunits of stable complexes are clustered on the yeast chromosomes: an interpretation from a dosage balance perspective. - Genetics 167: 2121-2125, 2004. Go to original source...
  36. Yi, G., Sze, S.H., Thon, M.R.: Identifying clusters of functionally related genes in genomes. - Bioinformatics 23: 1053-1060, 2007. Go to original source...
  37. Yu, A.M., Li, P., Tang, T., Wang, J.C., Chen, Y., Liu, L.: Roles of Hsp70s in stress responses of microorganisms, plants, and animals. - Biomed. Res. Int. 2015: 1-8, 2015. Go to original source...
  38. Zhang, X., Ervin, E.H., Evanylo, G.K., Haering, K.C.: Impact of biosolids on hormone metabolism in drought-stressed tall fescue. - Crop Sci. 49: 1893-1901, 2009.
  39. Zhou, Z., Ma, H., Lin, K., Zhao, Y., Chen, Y., Xiong, Z., Wang, L., Tian, B.: RNA-seq reveals complicated transcriptomic responses to drought stress in a nonmodel tropic plant, Bombax ceiba L. - Evol. Bioinformatics 11: 27-37, 2015. Go to original source...