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RESEARCH ARTICLE

Crop and environmental attributes underpinning genotype by environment interaction in synthetic-derived bread wheat evaluated in Mexico and Australia

M. Fernanda Dreccer A F , Scott C. Chapman B , Francis C. Ogbonnaya C , M. Gabriela Borgognone D and R. M. Trethowan E
+ Author Affiliations
- Author Affiliations

A CSIRO Plant Industry, Cooper Laboratory, PO Box 863, University of Queensland, Warrego Highway, Gatton, Qld 4343, Australia.

B CSIRO Plant Industry, Queensland Bioscience Precinct, 306 Carmody Road, St Lucia, Qld 4067, Australia.

C Primary Industries Research Victoria (PIRVic), Department of Primary Industries, Horsham Centre, Private Bag 260, Horsham, Vic. 3401, Australia.

D Queensland Department of Primary Industries and Fisheries, PO Box 102, 203 Tor Street, Toowoomba, Qld 4350, Australia.

E University of Sydney, Plant Breeding Institute, PMB 11, Camden, NSW 2570, Australia.

F Corresponding author. Email: fernanda.dreccer@csiro.au

Australian Journal of Agricultural Research 59(5) 447-460 https://doi.org/10.1071/AR07220
Submitted: 14 June 2007  Accepted: 14 December 2007   Published: 12 May 2008

Abstract

Synthetic backcrossed-derived bread wheats (SBWs) from CIMMYT were grown in the north-west of Mexico (CIANO) and sites across Australia during 3 seasons. A different set of lines was evaluated each season, as new materials became available from the CIMMYT crop enhancement program. Previously, we have evaluated both the performance of genotypes across environments and the genotype × environment interaction (G × E). The objective of this study was to interpret the G × E for yield in terms of crop attributes measured at individual sites and to identify the potential environmental drivers of this interaction. Groups of SBWs with consistent yield performance were identified, often comprising closely related lines. However, contrasting performance was also relatively common among sister lines or between a recurrent parent and its SBWs.

Early flowering was a common feature among lines with broad adaptation and/or high yield in the northern Australian wheatbelt, while yields in the southern region did not show any association with the maturity type. Lines with high yields in the southern and northern regions had cooler canopies during flowering and early grain filling. Among the SBWs with Australian genetic backgrounds, lines best adapted to CIANO were tall (>100 cm), with a slightly higher ground cover. These lines also displayed a higher concentration of water-soluble carbohydrates in the stem at flowering, which was negatively correlated with stem number per unit area when evaluated in southern Australia (Horsham). Possible reasons for these patterns are discussed.

Selection for yield at CIANO did not specifically identify the lines best adapted to northern Australia, although they were not the most poorly adapted either. In addition, groups of lines with specific adaptation to the south would not have been selected by choosing the highest yielding lines at CIANO. These findings suggest that selection at CIMMYT for Australian environments may be improved by either trait based selection or yield data combined with trait information. Flowering date, canopy temperature around flowering, tiller density, and water-soluble carbohydrate concentration in the stem at flowering seem likely candidates.

Additional keywords: synthetic backcrossed-derived bread wheat, drought, breeding, genotype × environment interaction.


Acknowledgments

The authors acknowledge the support of the Australian Grains Research and Development Corporation, the Department of Primary Industries, Victoria, and CIMMYT for funding the field work component of this research. We are very grateful to the Australian plant breeders R. Eastwood, J. Sheppard, B. Winter, R. Wilson, and M. Lu for coordinating and collecting data in the field experiments. MFD and FCO also thank J. Bull for excellent technical assistance. We thank L. McIntyre and J. Drenth for running the Xgwm136 marker on the lines.


References


Blum A (1998) Improving wheat grain filling under stress by stem reserve mobilisation. Euphytica 100, 77–83.
Crossref | GoogleScholarGoogle Scholar | open url image1

Borrell AK, Incoll LD, Dalling MJ (1993) The influence of Rht1 and Rht2 alleles on the deposition and use of stem reserves in wheat. Annals of Botany 71, 317–326.
Crossref | GoogleScholarGoogle Scholar | open url image1

Braun HJ, Rajaram S, van Ginkel M (1996) CIMMYT’s approach to breeding for wide adaptation. Euphytica 92, 175–183.
Crossref | GoogleScholarGoogle Scholar | open url image1

Condon AG, Richards RA, Rebetzke GJ, Farquhar GD (2002) Improving intrinsic water use efficiency. Crop Science 42, 122–131.
PubMed |
open url image1

Cooper M, deLacy IH (1994) Relationships among analytical methods used to study genotypic variation and genotype-by-environment interaction in plant breeding multi-environment experiments. Theoretical and Applied Genetics 88, 561–572.
Crossref | GoogleScholarGoogle Scholar | open url image1

de la Vega AJ, Chapman SC (2001) Genotype by environment interaction and direct selection for yield in sunflower. II Three-mode principal component analysis of oil and biomass yield across environments in Argentina. Field Crops Research 72, 39–50.
Crossref | GoogleScholarGoogle Scholar | open url image1

Dreccer MF, Borgognone MG, Ogbonnaya FC, Trethowan RM, Winter B (2007) CIMMYT-selected derived synthetic bread wheats for rainfed environments: yield evaluation in Mexico and Australia. Field Crops Research 100, 218–228.
Crossref | GoogleScholarGoogle Scholar | open url image1

Dreccer MF , Rodriguez D , Ogbonnaya F (2002) Tailoring wheat for marginal environments: a crop modelling study. In ‘Proceedings of the 12th Australasian Plant Breeding Conference’. September 2002, Perth, W. Aust. (Ed. JA McComb) pp. 457–462. (The Australasian Plant Breeding Association, Inc.: Perth)

Dreccer MF , Slafer GA , Rabbinge R (1998) Optimisation of vertical distribution of canopy nitrogen: an alternative trait to increase yield potential in winter cereals. In ‘Crop Sciences: Recent Advances’. (Ed. AS Basra) pp. 47–77. (The Haworth Press, Inc.: New York)

Fischer RA (1985) Number of kernels in wheat crops and the influence of solar radiation and temperature. Journal of Agricultural Science 105, 447–461. open url image1

Fischer RA, Rees D, Sayre KD, Lu Z-M, Condon AG, Larque Saavedra A (1998) Wheat yield progress associated with higher stomatal conductance and photosynthetic rate, and cooler canopies. Crop Science 38, 1467–1475. open url image1

Goudriaan J , van Laar HH (1994) ‘Modelling potential growth processes.’ (Kluwer Academic Publishers: Amsterdam)

Hammer GL, Wright GC (1994) A theoretical analysis of nitrogen and radiation effects on radiation use efficiency in peanut. Australian Journal of Agricultural Research 45, 575–589.
Crossref | GoogleScholarGoogle Scholar | open url image1

Idso S (1982) Non-water-stress baselines: a key to measuring and interpreting plant water stress. Agricultural and Forest Meteorology 27, 59–70. open url image1

Idso SB, Jackson RD, Pinter PJ, Moran MS, Reginato RJ, Hartfield JL (1981) Normalising the stress-degree-day parameter for environmental variability. Agricultural Meteorology 24, 45–55.
Crossref | GoogleScholarGoogle Scholar | open url image1

Kirkegaard JA, Lilley JM, Howe GN, Graham JM (2007) Impact of subsoil water use on wheat yield. Australian Journal of Agricultural Research 58, 303–315.
Crossref | GoogleScholarGoogle Scholar | open url image1

Loss SP, Kirby EJM, Siddique KHM, Perry MW (1989) Grain growth and development of old and modern Australian wheats. Field Crops Research 21, 131–146.
Crossref | GoogleScholarGoogle Scholar | open url image1

Manschadi AM, Chrsitopher J, deVoil P, Hammer GL (2006) The role of architectural traits in adaptation of wheat to water-limited environments. Functional Plant Biology 33, 823–837.
Crossref | GoogleScholarGoogle Scholar | open url image1

Mathews KL, Chapman SC, Trethowan R, Singh RP, Crossa J, Pfeiffer W, van Ginkel M, DeLacy I (2006) Global adaptation of spring bread and durum lines near-isogenic for major reduced height genes. Crop Science 46, 603–613.
Crossref | GoogleScholarGoogle Scholar | open url image1

Miralles DJ, Ferro BC, Slafer GA (2001) Developmental responses to sowing date in wheat, barley and rapeseed. Field Crops Research 71, 211–223.
Crossref | GoogleScholarGoogle Scholar | open url image1

R Development Core Team (2006) ‘R: A language and environment for statistical computing.’ (R Foundation for Statistical Computing: Vienna, Austria) (Available at: www.R-project.org)

Rajaram S , van Ginkel M (2001) Mexico: 50 years of international wheat breeding. In ‘The World Wheat Book’. (Eds AP Bonjean, WJ Angus) (Lavoisier Publishing: Paris)

Reynolds M, Dreccer MF, Trethowan R (2007) Drought adaptive traits derived from wheat wild relatives and landraces. Journal of Experimental Botany 58, 177–186.
Crossref | GoogleScholarGoogle Scholar | PubMed | open url image1

Reynolds M, Trethowan R, Crossa J, Vargas M, Sayre KD (2002) Physiological factors associated with genotype by environment interaction in wheat. Field Crops Research 75, 139–160.
Crossref | GoogleScholarGoogle Scholar | open url image1

Richards RA (1992a) The effect of dwarfing genes in spring wheat in dry environments. I. Agronomic characteristics. Australian Journal of Agricultural Research 43, 517–527.
Crossref | GoogleScholarGoogle Scholar | open url image1

Richards RA (1992b) The effect of dwarfing genes in spring wheat in dry environments. II. Growth, water use and water use efficiency. Australian Journal of Agricultural Research 43, 529–542.
Crossref | GoogleScholarGoogle Scholar | open url image1

Richards RA, Passioura JB (1981) Seminal root morphology and water use of wheat. II. Genetic variation. Crop Science 21, 253–255. open url image1

Rodriguez D, Sadras VO (2007) The limit to wheat water use efficiency in Australia. I. Theoretical and empirical basis for a benchmarking exercise. Australian Journal of Agricultural Research 58, 287–302.
Crossref | GoogleScholarGoogle Scholar | open url image1

Rodriguez D, Sadras VO, Christensen LK, Belford R (2005) Spatial assessment of wheat crops as affected by water and nitrogen supply using infrared thermal imagery. Australian Journal of Agricultural Research 56, 983–993.
Crossref | GoogleScholarGoogle Scholar | open url image1

Sadras VO, Connor DJ (1991) Physiological basis of the response of harvest index to the fraction of water transpired after anthesis—a simple model to estimate harvest index for determinate species. Field Crops Research 26, 227–239.
Crossref | GoogleScholarGoogle Scholar | open url image1

Sadras VO, Monzon JP (2006) Modelled wheat phenology captures rising temperature trends: shortened time to flowering and maturity in Australia and Argentina. Field Crops Research 99, 136–146.
Crossref | GoogleScholarGoogle Scholar | open url image1

Shearman VJ, Sylvester-Bradley R, Scott RK, Foulkes MJ (2005) Physiological processes associated with wheat yield and progress in the UK. Crop Science 45, 175–185. open url image1

Smale M, Reynolds MP, Warburton M, Skovmand B, Trethowan R, Singh RP, Ortiz-Monasterio I, Crossa J, Khairallah M, Almanza-Pinzon MI (2002) Dimensions of diversity of modern spring bread wheat in developing countries from 1965. Crop Science 42, 1766–1779. open url image1

Smith A, Cullis B, Thompson R (2001) Analysing variety by environment data using multiplicative mixed models and adjustments for spatial field trend. Biometrics 57, 1138–1147.
Crossref | GoogleScholarGoogle Scholar | PubMed | open url image1

Spielmeyer W, Richards RA (2004) Comparative mapping of wheat chromosome 1AS which contains tiller inhibition gene (tin) with rice chromosome 5S. Theoretical and Applied Genetics 109, 1303–1310.
Crossref | GoogleScholarGoogle Scholar | PubMed | open url image1

Tanner CB , Sinclair TR (1983) Efficient water use in crop production: research or re-search? In ‘Limitations to Efficient Water Use in Crop Production’. (Eds HM Taylor, WR Jordan, TR Sinclair) pp. 1–25. (American Society of Agronomy, Crop Science Society of America, Soil Science Society of America: Madison, WI)

Trethowan RM (2004) Selecting wheat with improved adaptation to moisture limited environments: CIMMYT’s approach and experience. In ‘Proceedings of the 54th Australian Cereal Chemistry Conference and 11th Wheat breeders Assembly’. Canberra, ACT. (Eds CK Black, JF Panozzo, GJ Rebetzke) pp. 191–194. (Cereal Chemistry Division, Royal Australian Chemical Institute: North Melbourne, Vic.)

Trethowan RM, Reynolds M, Sayre K, Ortiz-Monasterio I (2005) Adapting wheat cultivars to resource conserving farming practice and human nutritional needs. Annals of Applied Biology 146, 405–413.
Crossref | GoogleScholarGoogle Scholar | open url image1

van Herwaarden AF, Angus JF, Richards RA, Farquhar GD (1998) ‘Haying-off’, the negative grain yield response to nitrogen fertiliser. II. Carbohydrate and protein dynamics. Australian Journal of Agricultural Research 49, 1083–1093.
Crossref | GoogleScholarGoogle Scholar | open url image1

Wang QJ , McConachy FLN , Chiew FHS , James R , de Hoedt GC , Wright WJ (2001) Climatic atlas of Australia: maps of evapotranspiration. [Definition of evapotranspiration parameters and explanatory notes] p. 4. (Australian Bureau of Meteorology: Melbourne) (ftp://ftp.bom.gov.au/anon/home/ncc/www/evapotrans/ettext.pdf, Verified 5/1/2006)

Warburton ML, Crossa J, Franco J, Kazi M, Trethowan R, Rajaram S, Pfeiffer W, Zhang P, Dreisigacker S, van Ginkel M (2006) Bringing wild relatives back into the family: recovering genetic diversity in CIMMYT improved wheat germplasm. Euphytica 149, 289–301.
Crossref | GoogleScholarGoogle Scholar | open url image1

Yemm EW, Willis AJ (1954) The estimation of carbohydrates in plant extracts by anthrone. Biochemical Journal 57, 508–514.
PubMed |
open url image1