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Genetic dissection of grain yield and physical grain quality in bread wheat (Triticum aestivum L.) under water-limited environments

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Abstract

In the water-limited bread wheat production environment of southern Australia, large advances in grain yield have previously been achieved through the introduction and improved understanding of agronomic traits controlled by major genes, such as the semi-dwarf plant stature and photoperiod insensitivity. However, more recent yield increases have been achieved through incremental genetic advances, of which, breeders and researchers do not fully understand the underlying mechanism(s). A doubled haploid population was utilised, derived from a cross between RAC875, a relatively drought-tolerant breeders’ line and Kukri, a locally adapted variety more intolerant of drought. Experiments were performed in 16 environments over four seasons in southern Australia, to physiologically dissect grain yield and to detect quantitative trait loci (QTL) for these traits. Two stage multi-environment trial analysis identified three main clusters of experiments (forming distinctive environments, ENVs), each with a distinctive growing season rainfall patterns. Kernels per square metre were positively correlated with grain yield and influenced by kernels per spikelet, a measure of fertility. QTL analysis detected nine loci for grain yield across these ENVs, individually accounting for between 3 and 18% of genetic variance within their respective ENVs, with the RAC875 allele conferring increased grain yield at seven of these loci. These loci were partially dissected by the detection of co-located QTL for other traits, namely kernels per square metre. While most loci for grain yield have previously been reported, their deployment and effect within local germplasm are now better understood. A number of novel loci can be further exploited to aid breeders’ efforts in improving grain yield in the southern Australian environment.

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References

  • Bennett D, Izanloo A, Edwards J, Kuchel H, Chalmers K, Tester M, Reynolds M, Schnurbusch T, Langridge P (2011) Identification of novel quantitative trait loci for days to ear emergence and flag leaf glaucousness in a bread wheat (Triticum aestivum L.) population adapted to southern Australian conditions. Theor Appl Genet. doi:10.1007/s00122-011-1740-3 (online ahead of print)

  • Blum A, Sinmena B, Mayer J, Golan G, Shpiler L (1994) Stem reserve mobilization supports wheat grain filling under heat stress. Aust J Plant Physiol 21:771–781

    Article  Google Scholar 

  • Briggs KG, Kiplagat OK, Johnson-Flanagan AM (1999) Effects of pre-anthesis moisture stress on floret sterility in some semi-dwarf and conventional height spring wheat cultivars. Can J Plant Sci 79:515–520

    Article  Google Scholar 

  • Chenu K, Deihimfard R, Hammer G, Doherty A, Chapman S (2011) Characterisation of drought patterns across the Australian Wheat Belt. Wheat Breeding Assembly, Perth (24–26 August 2011)

    Google Scholar 

  • Clarke JM, McCaig TN, Depauw RM (1993) Relationship of glaucousness and epicuticular wax quantity of wheat. Can J Plant Sci 73:961–967

    Article  Google Scholar 

  • Condon A, Hall AE (1997) Adaptation to diverse environments: genotypic variation in water use efficiency within crop species. In: Jackson LE (ed) Agricultural ecology. Academic Press, San Diego, pp 79–116

    Chapter  Google Scholar 

  • Cuthbert JL, Somers DJ, Brule-Babel AL, Brown PD, Crow GH (2008) Molecular mapping of quantitative trait loci for yield and yield components in spring wheat (Triticum aestivum L.). Theor Appl Genet 117:595–608

    Article  PubMed  CAS  Google Scholar 

  • Dreccer MF, van Herwaarden AF, Chapman SC (2009) Grain number and grain weight in wheat lines contrasting for stem water soluble carbohydrate concentration. Field Crop Res 112:43–54

    Article  Google Scholar 

  • Ehdaie B, Alloush GA, Madore MA, Waines JG (2006) Genotypic variation for stem reserves and mobilization in wheat: I. Postanthesis changes in internode dry matter. Crop Sci 46:735–746

    Article  Google Scholar 

  • Gilmour AR, Cullis BR, Verbyla AP (1997) Accounting for natural and extraneous variation in the analysis of field experiments. J Agric Biol Environ Stat 2:269–293

    Article  Google Scholar 

  • Gonzalez A, Ayerbe L (2010) Effect of terminal water stress on leaf epicuticular wax load, residual transpiration and grain yield in barley. Euphytica 172:341–349

    Article  Google Scholar 

  • Groos C, Robert N, Bervas E, Charmet G (2003) Genetic analysis of grain protein-content, grain yield and thousand-kernel weight in bread wheat. Theor Appl Genet 106:1032–1040

    PubMed  CAS  Google Scholar 

  • Huang XQ, Cloutier S, Lycar L, Radovanovic N, Humphreys DG, Noll JS, Somers DJ, Brown PD (2006) Molecular detection of QTLs for agronomic and quality traits in a doubled haploid population derived from two Canadian wheats (Triticum aestivum L.). Theor Appl Genet 113:753–766

    Article  PubMed  CAS  Google Scholar 

  • Izanloo A, Condon AG, Langridge P, Tester M, Schnurbusch T (2008) Different mechanisms of adaptation to cyclic water stress in two South Australian bread wheat cultivars. J Exp Bot 59:3327–3346

    Article  PubMed  CAS  Google Scholar 

  • Johnson DA, Richards RA, Turner NC (1983) Yield, water relations, gas-exchange and surface reflectances of near-isogenic wheat lines differing in glaucousness. Crop Sci 23:318–325

    Article  Google Scholar 

  • Kuchel H, Williams KJ, Langridge P, Eagles HA, Jefferies SP (2007) Genetic dissection of grain yield in bread wheat. I. QTL analysis. Theor Appl Genet 115:1029–1041

    Article  PubMed  CAS  Google Scholar 

  • Kumar N, Kulwal PL, Balyan HS, Gupta PK (2007) QTL mapping for yield and yield contributing traits in two mapping populations of bread wheat. Mol Breed 19:163–177

    Article  Google Scholar 

  • Maccaferri M, Sanguineti MC, Corneti S, Ortega JLA, Ben Salem M, Bort J, DeAmbrogio E, del Moral LFG, Demontis A, El-Ahmed A, Maalouf F, Machlab H, Martos V, Moragues M, Motawaj J, Nachit M, Nserallah N, Ouabbou H, Royo C, Slama A, Tuberosa R (2008) Quantitative trait loci for grain yield and adaptation of durum wheat (Triticum durum Desf.) across a wide range of water availability. Genetics 178:489–511

    Article  PubMed  Google Scholar 

  • Marza F, Bai GH, Carver BF, Zhou WC (2006) Quantitative trait loci for yield and related traits in the wheat population Ning7840 × Clark. Theor Appl Genet 112:688–698

    Article  PubMed  CAS  Google Scholar 

  • Mason RE, Mondal S, Beecher FW, Pacheco A, Jampala B, Ibrahim AMH, Hays DB (2010) QTL associated with heat susceptibility index in wheat (Triticum aestivum L.) under short-term reproductive stage heat stress. Euphytica 174:423–436

    Article  Google Scholar 

  • Mathews KL, Malosetti M, Chapman S, McIntyre L, Reynolds M, Shorter R, van Eeuwijk F (2008) Multi-environment QTL mixed models for drought stress adaptation in wheat. Theor Appl Genet 117:1077–1091

    Article  PubMed  Google Scholar 

  • McCartney CA, Somers DJ, Humphreys DG, Lukow O, Ames N, Noll J, Cloutier S, McCallum BD (2005) Mapping quantitative trait loci controlling agronomic traits in the spring wheat cross RL4452  ×‘AC Domain’. Genome 48:870–883

    Article  PubMed  CAS  Google Scholar 

  • McIntosh RA, Yamazaki Y, Devos KM, Dubcovsky J, Rogers WJ, Appels R (2003) Catalogue of gene symbols for wheat. Tenth International Wheat Genetics Symposium, Paestum

    Google Scholar 

  • McIntyre CL, Mathews KL, Rattey A, Chapman SC, Drenth J, Ghaderi M, Reynolds M, Shorter R (2010) Molecular detection of genomic regions associated with grain yield and yield-related components in an elite bread wheat cross evaluated under irrigated and rainfed conditions. Theor Appl Genet 120:527–541

    Article  PubMed  CAS  Google Scholar 

  • Passioura JB (1977) Grain yield, harvest index and water use efficiency of wheat. J Aust Inst Agric Sci 43:117–120

    Google Scholar 

  • Payne RW, Harding SA, Murray DA, Soutar DM, Baird DB, Welham SJ, Kane AF, Gilmour AR, Thompson R, Webster R, Tunnicliffe WG (2005) GenStat® Release 8.2 reference manual. VSN International, Oxford

    Google Scholar 

  • Peleg Z, Fahima T, Krugman T, Abbo S, Yakir D, Korol AB, Saranga Y (2009) Genomic dissection of drought resistance in durum wheat × wild emmer wheat recombinant inbreed line population. Plant Cell Environ 32:758–779

    Article  PubMed  CAS  Google Scholar 

  • Pinto RS, Reynolds MP, Mathews KL, McIntyre CL, Olivares-Villegas JJ, Chapman SC (2010) Heat and drought adaptive QTL in a wheat population designed to minimize confounding agronomic effects. Theor Appl Genet 121:1001–1021

    Article  PubMed  Google Scholar 

  • R Development Core Team (2005) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna

    Google Scholar 

  • Rattey A, Shorter R, Chapman S, Dreccer F, van Herwaarden A (2009) Variation for and relationships among biomass and grain yield component traits conferring improved yield and grain weight in an elite wheat population grown in variable yield environments. Crop Pasture Sci 60:717–729

    Article  Google Scholar 

  • Rebetzke G, Condon A, Farquhar G, Appels R, Richards R (2008a) Quantitative trait loci for carbon isotope discrimination are repeatable across environments and wheat mapping populations. Theor Appl Genet 118:123–137

    Article  PubMed  CAS  Google Scholar 

  • Rebetzke GJ, van Herwaarden AF, Jenkins C, Weiss M, Lewis D, Ruuska S, Tabe L, Fettell NA, Richards RA (2008b) Quantitative trait loci for water-soluble carbohydrates and associations with agronomic traits in wheat. Aust J Agric Res 59:891–905

    Article  CAS  Google Scholar 

  • Reynolds MP, Condon AG (2007) Quantifying potential genetic gains in wheat yield using a conceptual model of drought adaptation. In: Buck HT, Nisi JE, Salomon N (eds) Wheat production in stressed environments. Springer, Dordrecht, pp 331–340

    Chapter  Google Scholar 

  • Reynolds M, Manes Y, Izanloo A, Langridge P (2009) Phenotyping approaches for physiological breeding and gene discovery in wheat. Ann Appl Biol 155:309–320

    Article  Google Scholar 

  • Richards RA (1991) Crop improvement for temperate Australia—future opportunities. Field Crop Res 26:141–169

    Article  Google Scholar 

  • Richards RA, Rawson HM, Johnson DA (1986) Glaucousness in wheat—its development and effect on water use efficiency, gas exchange and photosynthetic tissue temperatures. Aust J Plant Physiol 13:465–473

    Google Scholar 

  • Schon CC, Utz HF, Groh S, Truberg B, Openshaw S, Melchinger AE (2004) Quantitative trait locus mapping based on resampling in a vast maize testcross experiment and its relevance to quantitative genetics for complex traits. Genetics 167:485–498

    Article  PubMed  Google Scholar 

  • Somers DJ, Isaac P, Edwards K (2004) A high-density microsatellite consensus map for bread wheat (Triticum aestivum L.). Theor Appl Genet 109:1105–1114

    Article  PubMed  CAS  Google Scholar 

  • Sun XY, Wu K, Zhao Y, Kong FM, Han GZ, Jiang HM, Huang XJ, Li RJ, Wang HG, Li SS (2009) QTL analysis of kernel shape and weight using recombinant inbred lines in wheat. Euphytica 165:615–624

    Article  CAS  Google Scholar 

  • Sun XC, Marza F, Ma HX, Carver BF, Bai GH (2010) Mapping quantitative trait loci for quality factors in an inter-class cross of US and Chinese wheat. Theor Appl Genet 120:1041–1051

    Article  PubMed  CAS  Google Scholar 

  • Verma V, Foulkes MJ, Worland AJ, Sylvester-Bradley R, Caligari PDS, Snape JW (2004) Mapping quantitative trait loci for flag leaf senescence as a yield determinant in winter wheat under optimal and drought-stressed environments. Euphytica 135:255–263

    Article  CAS  Google Scholar 

  • Wardlaw IF, Willenbrink J (2000) Mobilization of fructan reserves and changes in enzyme activities in wheat stems correlate with water stress during kernel filling. New Phytol 148:413–422

    Article  CAS  Google Scholar 

  • Yang DL, Jing RL, Chang XP, Li W (2007) Identification of quantitative trait loci and environmental interactions for accumulation and remobilization of water-soluble carbohydrates in wheat (Triticum aestivum L.) stems. Genetics 176:571–584

    Article  PubMed  CAS  Google Scholar 

  • Zadoks JC, Chang TT, Konzak CF (1974) Decimal code for growth stages of cereals. Weed Res 14:415–421

    Article  Google Scholar 

  • Zhang LY, Liu DC, Guo XL, Yang WL, Sun JZ, Wang DW, Zhang AM (2010) Genomic distribution of quantitative trait loci for yield and yield-related traits in common wheat. J Integr Plant Biol 52:996–1007

    Article  PubMed  Google Scholar 

Download references

Acknowledgments

Help from James Edwards with some data collection and preliminary analysis was much appreciated. The assistance of the Australian Grain Technologies field teams at all nodes is gratefully acknowledged for their excellent trial management; particularly the Roseworthy team for assistance with some sample collection, the loan of equipment for data collection and facilities for sample storage. Thank you also to the team at the Minnipa Research Station for their assistance with data and sample collection and excellent trial management, in particular Leigh Davis and Willie Shoobridge. Funding from the Grains Research and Development Corporation, South Australian State Government, Adelaide University and the South Australian Grains Industry Trust made this project possible and is also gratefully acknowledged.

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Correspondence to Dion Bennett.

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Communicated by M. Sorrells.

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Bennett, D., Izanloo, A., Reynolds, M. et al. Genetic dissection of grain yield and physical grain quality in bread wheat (Triticum aestivum L.) under water-limited environments. Theor Appl Genet 125, 255–271 (2012). https://doi.org/10.1007/s00122-012-1831-9

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  • DOI: https://doi.org/10.1007/s00122-012-1831-9

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