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Genetic analysis and genotype × environment (G × E) for grey leaf spot disease resistance in elite African maize (Zea mays L.) germplasm

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Abstract

Maize grey leaf spot (GLS) disease remains an important foliar disease in sub-Saharan Africa accounting for more than 25% yield losses in maize. Information on inheritance of GLS resistance of germplasm adapted to African environments is required in new sources being identified. Therefore, hybrids generated from a 10 × 10 half-diallel mating of tropical advanced maize inbred lines were evaluated in six environments to determine combining ability, genotype × environment interaction (G × E) and the impact of GLS disease on grain yield. General combining ability effects were highly significant and accounted for 72 and 68% of the variation for GLS resistance and grain yield, respectively. Significant specific combining ability effects associated with reduced disease levels were observed in some hybrids when one parent was resistant, and these may be exploited in developing single cross maize hybrids. Regression analysis showed a 260–320 kg ha−1 decrease in maize grain yield per each increase in GLS disease severity score, and significant associations (r = −0.31 to −0.60) were observed between grain yield and GLS severity scores. This showed the potential of GLS disease to reduce yield in susceptible varieties grown under favourable disease conditions, without control measures. Genotype and genotype × environment biplots and correlation analysis indicated that the significant G × E observed was not due to changes in hybrid ranking, implying absence of a significant crossover interaction. Therefore, predominance of additive gene effects imply that breeding progress for GLS disease resistance would be made through selection and this could be achieved at a few hot-spot sites, such as Baynesfield and Cedara locations in South Africa, and still deploy the resistant germplasm to other environments in which they are adapted.

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References

  • Bhatia A, Munkvold GP (2002) Relationships of environmental and cultural factors with severity of grey leaf spot in maize. Plant Dis 86:1127–1133

    Article  Google Scholar 

  • Bookmyer JM, Bonos SA, Meyer WA (2009) Inheritance characteristics of brown patch resistance in tall fescue. Crop Sci 49:2302–2308

    Article  Google Scholar 

  • Carson ML, Goodman MM, Williamson SM (2002) Variation in aggressiveness among isolates of Cercospora from maize as a potential cause of genotype-environment interaction in gray leaf spot trials. Plant Dis 86:1089–1093

    Article  Google Scholar 

  • CIMMYT (1985) Managing trials and reporting data for CIMMYT International Maize Testing Program. CIMMYT, Mexico

    Google Scholar 

  • CIMMYT (2001) Maize inbred lines released by CIMMYT: a compilation of 454 CIMMYT maize lines (CMLs), CML1–CML454. August 2001. Second Draft. CIMMYT, Mexico

  • Cisar G, Brown CM, Jedlinski H (1982) Diallel analyses for tolerance in winter wheat to the barley yellow dwarf virus. Crop Sci 22:328–333

    Article  Google Scholar 

  • Coates ST, White DG (1998) Inheritance of resistance to gray leaf spot in crosses involving selected resistant inbred lines of corn. Phytopathology 88:972–982

    Article  PubMed  CAS  Google Scholar 

  • Cromley JMD, Hallauer AR, Martinson CA (2002) Inheritance of gray leaf spot resistance in corn. J Iowa Acad Sci 109:25–29

    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

    Article  PubMed  Google Scholar 

  • de Nazareno NRX, Lipps PE, Madden LV (1993) Effects of levels of corn residue on epidemiology of grey leaf spot of corn in Ohio. Plant Dis 77:67–70

    Article  Google Scholar 

  • Derera J (2005) Genetic effects and associations between grain yield potential, stress tolerance and yield stability in southern African maize (Zea mays L.) base germplasm. PhD Thesis, University of KwaZulu-Natal

  • Derera J, Tongoona P, Pixley KV, Vivek B, Laing MD, van Rij NC (2008) Gene action controlling gray leaf spot resistance in southern African maize germplasm. Crop Sci 48:93–98

    Article  Google Scholar 

  • Dhliwayo T, Pixley K, Menkir A, Warburton M (2009) Combining ability, genetic distances, and heterosis among elite CIMMYT and IITA tropical maize inbred lines. Crop Sci 49:1201–1210

    Article  Google Scholar 

  • Donahue PJ, Stromberg EL, Myers SL (1991) Inheritance of reaction to gray leaf spot in a diallel cross of 14 maize inbreds. Crop Sci 31:926–931

    Article  Google Scholar 

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

    Article  PubMed  CAS  Google Scholar 

  • Egesi CN, Onyeka TJ, Asiedu R (2009) Environmental stability of resistance to anthracnose and virus diseases of water yam (Dioscorea alata). Afr J Agric Res 4:113–118

    Google Scholar 

  • Elwinger GF, Johnson MW, Hill RR Jr, Ayers JE (1990) Inheritance of resistance to gray leaf spot of corn. Crop Sci 30:350–358

    Article  Google Scholar 

  • Fairbanks DHK, Benn GA (2000) Identifying regional landscapes for conservation planning: a case study from KwaZulu-Natal, South Africa. Landscape Urban Plan 50:237–257

    Article  Google Scholar 

  • FAO and CIMMYT (1997) White maize: a traditional food grain in developing countries. Food and Agriculture website. http://www.fao.org/docrep/W2698E/w2698e00.htm. Accessed 10 Oct 2010

  • Gevers HO, Whythe IV (1987) Patterns of heterosis in South African maize breeding material. In: Fourie AP, Du Plessis JG (eds) Proceedings of the seventh South African maize breeding symposium. Summer Grain Centre, Grain Crops Research Institute, Potchefstroom, South Africa, pp 21–26

  • Gevers HO, Lake JK, Hohls T (1994) Diallel cross analysis of resistance to gray leaf spot in maize. Plant Dis 78:379–383

    Article  Google Scholar 

  • Gordon SG, Lipps PE, Pratt RC (2006) Heritability and components of resistance to Cercospora zeae-maydis derived from maize inbred VO613Y. Phytopathology 96:593–598

    Article  PubMed  Google Scholar 

  • Hohls T, Shanahan PE, Clarke GPY, Gevers HO (1995) Genetic analyses of grey leaf spot infection of maize in a single location 12 × 12 diallel. S Afr J Plant Soil 12:133–139

    Google Scholar 

  • Huff CA, Ayers JE, Hill RR Jr (1988) Inheritance of resistance in corn (Zea mays) to gray leaf spot. Phytopathology 78:790–794

    Article  Google Scholar 

  • Kasuga S, Inoue N (2001) Diallel analysis of the resistance to sheath blight (Rhizoctonia solani Kühn) in sorghum. Grassland Sci 47:45–49

    Google Scholar 

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

    Article  Google Scholar 

  • Levy Y, Pataky JK (1992) Epidemiology of northern leaf blight on sweet corn. Phytoparasitica 20:53–66

    Article  Google Scholar 

  • Lipps PE (1998) Gray leaf spot: a global threat to corn production. APSnet Features. Online. doi:10.1094/APSnetFeature-1998-0598. http://www.apsnet.org/publications/apsnetfeatures/Pages/GrayLeafSpot.aspx. Accessed 18 Oct 2009

  • 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

    Article  CAS  Google Scholar 

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

    Article  Google Scholar 

  • Mickelson HR, Cordova H, Pixley KV, Bjarnason MS (2001) Heterotic relationships among nine temperate and subtropical maize populations. Crop Sci 41:1012–1020

    Article  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

    Article  PubMed  CAS  Google Scholar 

  • Payne RW, Murray DA, Harding SA, Baird DB, Soutar DM (2010) GenStat for Windows (12th edition) introduction. VSN International, Hemel Hempstead

    Google Scholar 

  • Rupe JC, Siegel MR, Hartman JR (1982) Influence of environment and plant maturity on gray leaf spot of corn caused by Cercospora zeae-maydis. Phytopathology 72:1587–1591

    Google Scholar 

  • SAS Institute Inc (2002) The SAS system for Windows, release 9.3. SAS Institute Inc., Cary

    Google Scholar 

  • Thompson DL, Bergquist RR, Payne GA, Bowman DT, Goodman MM (1987) Inheritance of resistance to gray leaf spot in maize. Crop Sci 27:243–246

    Article  Google Scholar 

  • Ulrich JF, Hawk JA, Carroll RB (1990) Diallel analysis of maize inbreds for resistance to gray leaf spot. Crop Sci 30:1198–1200

    Article  Google Scholar 

  • Vivek BS, Odongo O, Njuguna J, Imanywoha J, Bigirwa G, Diallo A, Pixley K (2010) Diallel analysis of grain yield and resistance to seven diseases of 12 African maize (Zea mays L.) inbred lines. Euphytica 172:329–340

    Article  Google Scholar 

  • Ward JMJ, Hohls T, Laing MD, Rijkenberg FHJ (1996) Fungicide responses of maize hybrids and grey leaf spot. Eur J Plant Pathol 102:765–771

    Article  CAS  Google Scholar 

  • Ward JMJ, Laing MD, Nowell DC (1997a) Chemical control of maize grey leaf spot. Crop Prot 16:265–271

    Article  CAS  Google Scholar 

  • Ward JMJ, Laing MD, Rijkenberg FHJ (1997b) Frequency and timing of fungicide applications for the control of grey leaf spot in maize. Plant Dis 81:41–48

    Article  Google Scholar 

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

    Article  Google Scholar 

  • Yan W (2002) Singular-value partitioning in biplot analysis of multienvironmental trial data. Agron J 94:990–996

    Article  Google Scholar 

  • Yan W, Hunt LA, Sheng Q, Szlavnics Z (2000) Cultivar evaluation and mega-environment investigation based on the GGE Biplot. Crop Sci 40:597–605

    Article  Google Scholar 

  • Yan W, Kang BM, Woods S, Cornelius PL (2007) GGE biplot vs. AMMI analysis of genotype-by-genotype environment data. Crop Sci 47:643–655

    Article  Google Scholar 

  • Zhang Y, Kang MS (1997) DIALLEL-SAS: a SAS program for Griffing’s diallel analyses. Agron J 89:176–182

    Article  Google Scholar 

  • Zhang Y, Kang MS, Lamkey KR (2005) Diallel-SAS05: a comprehensive program for Griffing’s and Gardner-Eberhart analyses. Agron J 97:1097–1106

    Article  Google Scholar 

Download references

Acknowledgments

The researchers would like to thank the Rockefeller Foundation, New York for funding this work through the African Centre for Crop Improvement (ACCI) in South Africa. We are grateful to the International Maize and Wheat Improvement Centre (CIMMYT), Zimbabwe for providing germplasm, and the assistance of Dr Cosmos Magorokosho in generating some of the crosses in Harare. We also express our appreciation to the staff from the Crop Protection unit, Cedara, South Africa; Mr Walter Chivasa (SeedCo, Rattray Arnold Research Station, Zimbabwe); Mr Herbert Masole (SeedCo, Mpongwe, Zambia) and the ACCI support staff for the assistance in running the trials.

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Correspondence to Julia Sibiya.

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Sibiya, J., Tongoona, P., Derera, J. et al. Genetic analysis and genotype × environment (G × E) for grey leaf spot disease resistance in elite African maize (Zea mays L.) germplasm. Euphytica 185, 349–362 (2012). https://doi.org/10.1007/s10681-011-0466-2

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