Log in

Genetic map** of quantitative trait loci and a major locus for resistance to grey leaf spot in maize

  • Original Article
  • Published:
Theoretical and Applied Genetics Aims and scope Submit manuscript

Abstract

Key message

The genetic basis of GLS resistance was dissected using two DH populations sharing a common resistant parent. A major QTL repeatedly detected in multiple developmental stages and environments was fine mapped in a backcross population.

Abstract

Grey leaf spot (GLS), caused by Cercospora zeae-maydis or Cercospora zeina, is a highly destructive foliar disease worldwide. However, the mechanism of resistance against GLS is not well understood. To study the inheritance of this resistance, we developed two doubled haploid (DH) populations sharing a common resistant parent. The two DH populations were grown in two locations representing the typical maize-growing mountain area in Southwest China for 2 years. GLS disease severity was investigated 2 or 3 times until maturity in the 2 years, and the area under the disease progress curve was calculated. Two high-density linkage maps were constructed by genoty**-by-sequencing. A total of 22 quantitative trait loci (QTLs) were detected for GLS resistance, with most QTLs being repeatedly detected in different stages, locations and years. The confidence intervals of two major QTLs (qGLS_Y2-2 and qGLS_Z2-1) on chromosome 2 from the two DH populations overlapped with each other and were integrated into one consensus QTL (qGLS_YZ2-1). Using highly resistant and highly susceptible plants from a BC3 population, we fine mapped this genetic locus to a genomic region of 2.4 Mb. Using a panel of 255 inbred lines from breeding programmes, we detected associations between markers in the qGLS_YZ2-1 region and GLS resistance. The peak marker (ID-B1) will be very useful for marker-assisted breeding for GLS resistance.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Subscribe and save

Springer+ Basic
EUR 32.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or Ebook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  • Arcade A, Labourdette A, Falque M, Mangin B, Chardon F, Charcosset A, Joets J (2004) BioMercator: integrating genetic maps and QTL towards discovery of candidate genes. Bioinformatics 20:2324–2326

    CAS  PubMed  Google Scholar 

  • Asea G, Vivek B, Bigirwa G, Lipps PE, Pratt RC (2009) Validation of consensus quantitative trait loci associated with resistance to multiple foliar pathogens of maize. Phytopathology 99:540–547

    CAS  PubMed  Google Scholar 

  • Balint-Kurti PJ, Wisser R, Zwonitzer JC (2008) Use of an advanced intercross line population for precise map** of quantitative trait loci for gray leaf spot resistance in maize. Crop Sci 48:1696–1704

    Google Scholar 

  • Benson J, Poland J, Benson BM, Stromberg EL, Nelson RJ (2015) Resistance to gray leaf spot of maize: genetic architecture and mechanisms elucidated through nested association map** and near-isogenic line analysis. PLoS Genet 11:e1005045

    PubMed  PubMed Central  Google Scholar 

  • Berger DK, Carstens M, Korsman J, Middleton F, Kloppers FJ, Tongoona P, Myburg AA (2014) Map** QTL conferring resistance in maize to gray leaf spot disease caused by Cercospora zeina. BMC Genet 15:60

    PubMed  PubMed Central  Google Scholar 

  • Bradbury PJ, Zhang Z, Kroon DE, Casstevens TM, Ramdoss Y, Buckler ES (2007) TASSEL: software for association map** of complex traits in diverse samples. Bioinformatics 23(19):2633–2635

    CAS  PubMed  Google Scholar 

  • Brunelli KR, Dunkle LD, Sobrinho CA, Fazza AC, Camargo LEA (2008) Molecular variability in the maize grey leaf spot pathogens in Brazil. Genet Mol Biol 31:938–942

    Google Scholar 

  • Bubeck D, Goodman M, Beavis W, Grant D (1993) Quantitative trait loci controlling resistance to gray leaf spot in maize. Crop Sci 33:838–847

    Google Scholar 

  • Campbell CL, Madden LV (1990) Introduction to plant disease epidemiology. Wiley, New York, p 532

    Google Scholar 

  • Chung C, Poland J, Kump KL, Benson J, Longfellow J, Walsh E, Balint-kurti PJ, Nelson RJ (2011) Targeted discovery of quantitative trait loci for resistance to northern leaf blight and other diseases of maize. Theor Appl Genet 123:307–326

    PubMed  Google Scholar 

  • Clements MJ, Dudley JW, White DG (2000) Quantitative trait loci associated with resistance to gray leaf spot of corn. Phytopathology 90:1018–1025

    CAS  PubMed  Google Scholar 

  • Crous PW, Groenewald JZ, Groenewald M, Caldwell P, Braun U, Harrington TC (2006) Species of Cercospora associated with grey leaf spot of maize. Stud Mycol 55:189–197

    PubMed  PubMed Central  Google Scholar 

  • Dunkle LD, Levy M (2000) Genetic relatedness of African and United States populations of Cercospora zeae-maydis. Phytopathology 90:486–490

    CAS  PubMed  Google Scholar 

  • Elshire RJ, Glaubitz JC, Sun Q, Poland J, Kawamoto K, Buckler ES, Mitchell SE (2011) A robust simple genoty**-by-sequencing (GBS) approach for high diversity species. PLoS ONE 6:e19379

    CAS  PubMed  PubMed Central  Google Scholar 

  • Gordon SG, Bartsch M, Matthies I, Gevers HO, Lipps PE, Pratt RC (2004) Linkage of molecular markers to Cercospora zeae-maydis resistance in maize. Crop Sci 44:628–636

    CAS  Google Scholar 

  • He W, Yang L, Leng Y, Zhang B, Yang J, Li L, Chen Y, Kang J, Tang H, Deng L, Wu Y, Cao M, Rong T (2018) QTL map** for resistance of maize to grey leaf spot. J Phytopathol 166:167–176

    CAS  Google Scholar 

  • Hwang S, Wang H, Gossen BD, Chang KF, Turnbull GD, Howard RJ (2006) Impact of foliar diseases on photosynthesis, protein content and seed yield of alfalfa and efficacy of fungicide application. Eur J Plant Pathol 115:389–399

    CAS  Google Scholar 

  • Knapp SJ, Stroup WW, Ross WM (1985) Exact confidence intervals for heritability on a progeny mean basis. Crop Sci 25:192–194

    Google Scholar 

  • Latterell FM, Rossi AE (1983) Gray leaf spot of corn: a disease on the move. Plant Dis 67:842–847

    Google Scholar 

  • Lehmensiek A, Esterhuizen AM, Van Staden D, Nelson SW, Retief AE (2001) Genetic map** of gray leaf spot (GLS) resistance genes in maize. Theor Appl Genet 103:797–803

    CAS  Google Scholar 

  • Lennon JR, Krakowsky MD, Goodman MM, Flintgarcia S, Balint-kurti PJ (2016) Identification of alleles conferring resistance to gray leaf spot in maize derived from its wild progenitor species teosinte. Crop Sci 56:209–218

    CAS  Google Scholar 

  • Lipps PE (1998) Gray leaf spot: a global threat to corn production. APSNet Featur. https://doi.org/10.1094/APSnetFeature-1998-0598

    Article  Google Scholar 

  • Liu KJ, Xu XD (2013) First report of gray leaf spot of maize caused by Cercospora zeina in China. Plant Dis 97:1656

    PubMed  Google Scholar 

  • Mammadov J, Sun X, Gao Y, Ochsenfeld C, Bakker E, Ren R, Flora J, Wang X, Kumpatla SP, Meyer D (2015) Combining powers of linkage and association map** for precise dissection of QTL controlling resistance to gray leaf spot disease in maize (Zea mays L.). BMC Genom 16:916–916

    Google Scholar 

  • Maroof MAS, Yue YG, **ang ZX, Stromberg EL, Rufener GK (1996) Identification of quantitative trait loci controlling resistance to gray leaf spot disease in maize. Theor Appl Genet 93:539–546

    CAS  PubMed  Google Scholar 

  • McCouch S, Cho Y, Yano M, Paul E, Blinstrub M, Morishima H, Kinoshita T (1997) Report on QTL nomenclature. Rice Genet Newsl 14:11–13

    Google Scholar 

  • Mckenna A, Hanna M, Banks E, Sivachenko A, Cibulskis K, Kernytsky AM, Garimella K, Altshuler D, Gabriel SB, Daly MJ (2010) The genome analysis toolkit: a MapReduce framework for analyzing next-generation DNA sequencing data. Genome Res 20:1297–1303

    CAS  PubMed  PubMed Central  Google Scholar 

  • Meisel B, Korsman J, Kloppers FJ, Berger DK (2009) Cercospora zeina is the causal agent of grey leaf spot disease of maize in southern Africa. Eur J Plant Pathol 124:577–583

    CAS  Google Scholar 

  • Menkir A, Ayodele M (2005) Genetic analysis of resistance to gray leaf spot of midaltitude maize inbred lines. Crop Sci 45:163–170

    Google Scholar 

  • Munkvold GP, Martinson CA, Shriver JM, Dixon PM (2001) Probabilities for profitable fungicide use against gray leaf spot in hybrid maize. Phytopathology 91:477–484

    CAS  PubMed  Google Scholar 

  • Ngoko Z, Cardwell KF, Marasas WFO, Wingfield MJ, Ndemah R, Schulthess F (2002) Biological and physical constraints on maize production in the humid forest and western highlands of Cameroon. Eur J Plant Pathol 108:893–902

    Google Scholar 

  • Okori P, Fahleson J, Rubaihayo P, Adipala E, Dixelius C (2003) Assessment of genetic variation among East African Cercospora zeae-maydis. Afr Crop Sci 11:75–85

    Google Scholar 

  • Pozar G, Butruille D, Silva HD, Mccuddin Z, Penna JCV (2009) Map** and validation of quantitative trait loci for resistance to Cercospora zeae-maydis infection in tropical maize (Zea mays L.). Theor Appl Genet 118:553–564

    CAS  PubMed  Google Scholar 

  • Pratt RC, Gordon SG, Lipps PE, Asea G, Bigirwa G, Pixley KV (2004) Use of IPM in the control of multiple diseases in maize: strategies for selection of host resistance. Afr Crop Sci J 11:189–198

    Google Scholar 

  • R Core Team (2014) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. http://www.R-project.org/

  • Salvi S, Tuberosa R (2005) To clone or not to clone plant QTLs: present and future challenges. Trends Plant Sci 10(6):297–304

    CAS  PubMed  Google Scholar 

  • Shi L, Li X, Hao Z, ** of resistance to gray leaf spot in maize based on bioinformatics. Agric Sci China 6(12):1411–1419

    CAS  Google Scholar 

  • Shi L, Lv X, Weng J, Zhu H, Liu C, Hao Z, Zhou Y, Zhang D, Li M, Ci X, Li X, Zhang S (2014) Genetic characterization and linkage disequilibrium map** of resistance to gray leaf spot in maize (Zea mays L.). Crop J 2(2):132–143

    Google Scholar 

  • Sriwatanapongse S, **ahyon S, Vasal SK (1993) Suwan-1: Maize from Thailand to the world. Mexico, DF: CIMMYT

  • Tehon LR (1924) Notes on the parasitic fungi of Illinois. III. Mycologia 17:110–129

    Google Scholar 

  • Van Os H, Stam P, Visser RGF, Van Eck HJ (2005) SMOOTH: a statistical method for successful removal of genoty** errors from high-density genetic linkage data. Theor Appl Genet 112:187–194

    CAS  PubMed  Google Scholar 

  • Wang S, Basten C, Zeng Z (2012) Windows QTL Cartographer 2.5. Department of Statistics, North Carolina State University

  • Ward JMJ, Stromberg EL, Nowell DC, Nutter FW (1999) Gray leaf spot: a disease of global importance in maize production. Plant Dis 83:884–895

    PubMed  Google Scholar 

  • Wu C, Ma LJ, Sun Y et al (1992) Outbreak of a new leaf spot disease of maize caused by Cercospora zeae-maydis. J Maize Sci 1992:67–68

    Google Scholar 

  • Wu Y, Bhat PR, Close TJ, Lonardi S (2008) Efficient and accurate construction of genetic linkage maps from the minimum spanning tree of a graph. PLoS Genet 4:e1000212

    PubMed  PubMed Central  Google Scholar 

  • Wu Z, Wang B, Chen X, Wu J, King GJ, **ao Y, Liu K (2016) Evaluation of linkage disequilibrium pattern and association study on seed oil content in Brassica napus using ddRAD sequencing. PLoS ONE 11:e0146383

    PubMed  PubMed Central  Google Scholar 

  • ** for constructing an ultrahigh-density linkage map based on population sequencing. Proc Natl Acad Sci USA 107:10578–10583

    CAS  PubMed  Google Scholar 

  • Xu L, Zhang Y, Shao S, Chen W, Tan J, Zhu M, Zhong T, Fan X, Xu M (2014) High-resolution map** and characterization of qRgls2, a major quantitative trait locus involved in maize resistance to gray leaf spot. BMC Plant Biol 14:230

    PubMed  PubMed Central  Google Scholar 

  • Yang Q, He Y, Kabahuma M, Chaya T, Kelly A, Borrego E, Bian Y, Kasmi FE, Yang L, Teixeira PJPL (2017) A gene encoding maize caffeoyl-CoA O-methyltransferase confers quantitative resistance to multiple pathogens. Nat Genet 49:1364–1372

    CAS  PubMed  Google Scholar 

  • Zhang Y, Xu L, Fan X, Tan J, Chen W, Xu M (2012) QTL map** of resistance to gray leaf spot in maize. Theor Appl Genet 125:1797–1808

    PubMed  Google Scholar 

  • Zhang X, Yang Q, Rucker E, Thomason WE, Balint-kurti PJ (2017) Fine map** of a quantitative resistance gene for gray leaf spot of maize (Zea mays L.) derived from teosinte (Z. mays ssp. parviglumis). Theor Appl Genet 130:1285–1295

    CAS  PubMed  Google Scholar 

  • Zwonitzer JC, Coles ND, Krakowsky MD, Arellano C, Holland JB, Mcmullen MD, Pratt RC, Balint-kurti PJ (2010) Map** resistance quantitative trait loci for three foliar diseases in a maize recombinant inbred line population—evidence for multiple disease resistance? Phytopathology 100:72–79

    PubMed  Google Scholar 

Download references

Funding

This research was supported by the National Key Research and Development Program of China (2016YFD0101205).

Author information

Authors and Affiliations

Authors

Contributions

LD, KL and YL designed the study. KL and YL supervised the study. LD, HZ, CY, WX and KM performed the experiments. LD, FY, BW and XH analysed the data. LD and KL prepared the manuscript. All authors read and approved the final manuscript.

Corresponding authors

Correspondence to Yongzhong Liu or Kede Liu.

Ethics declarations

Conflict of interest

The authors declare that they have no conflict of interest.

Ethical standards

The experiments were performed in compliance with the current laws of China.

Additional information

Communicated by Thomas Lubberstedt.

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary material 1 (PDF 464 kb)

Supplementary material 2 (PDF 880 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Du, L., Yu, F., Zhang, H. et al. Genetic map** of quantitative trait loci and a major locus for resistance to grey leaf spot in maize. Theor Appl Genet 133, 2521–2533 (2020). https://doi.org/10.1007/s00122-020-03614-z

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00122-020-03614-z

Navigation