Climate change has increased genotype-environment interactions in wheat breeding

The International Maize and Wheat Improvement Center (CIMMYT) develops and distributes annually elite wheat lines as international trials worldwide to assess their performance in different environments and utilization by partners for use in breeding or release as varieties. However, as elsewhere, the collaborator test sites where trials are evaluated have experienced climate change, with implications for how adapted wheat genotypes are bred. Using a standard quantitative genetic model and archived datasets for four global spring wheat trials, we show that the genotype-environment-interaction (GEI) has increased by up to 500% over recent decades. Notably crossover has increased over time, a critical indicator of changes in the ranking of cultivar performance in different environments. Climatic factors explain over 70% of the year-to-year variability in GEI and crossover interactions for yield. Examining yield responses of all genotypes in all trial environments from 1985 to 2017 reveals that climate change has increased GEI by ~ 49% and ranking change by ~38%. Genetic improvement of wheat targeted to high-yielding environments has exacerbated this increase, but the performance of new wheat germplasm developed to withstand heat and drought stress is more adapted and stable, offsetting the increase in ranking changes due to the warmer climate.

[1]  T. Lafarge,et al.  Plant Breeding Under a Changing Climate , 2019, Crop Science.

[2]  P. Schnable,et al.  Distinct genetic architectures for phenotype means and plasticities in Zea mays , 2017, Nature Plants.

[3]  M. Rosegrant,et al.  Improving global integration of crop research , 2017, Science.

[4]  C. Morris,et al.  End-Use Quality of CIMMYT-Derived Soft-Kernel Durum Wheat Germplasm: II. Dough Strength and Pan Bread Quality , 2017 .

[5]  J. Crossa,et al.  Genetic Yield Gains In CIMMYT’s International Elite Spring Wheat Yield Trials By Modeling The Genotype × Environment Interaction , 2017, Crop science.

[6]  James W. Jones,et al.  Similar estimates of temperature impacts on global wheat yield by three independent methods , 2016, Nature Climate Change.

[7]  N. Leon,et al.  Introduction to a Special Issue on Genotype by Environment Interaction , 2016 .

[8]  M. A. Lantican Impacts of International Wheat Improvement Research , 2016 .

[9]  J. Huerta‐Espino,et al.  Grain yield, adaptation and progress in breeding for early-maturing and heat-tolerant wheat lines in South Asia , 2016, Field crops research.

[10]  M. Laing,et al.  Breeding wheat for drought tolerance: Progress and technologies , 2016 .

[11]  Peter Langridge,et al.  Physiological breeding. , 2016, Current opinion in plant biology.

[12]  Jeffrey W. White,et al.  Rising Temperatures Reduce Global Wheat Production , 2015 .

[13]  D. Lobell,et al.  An assessment of wheat yield sensitivity and breeding gains in hot environments , 2013, Proceedings of the Royal Society B: Biological Sciences.

[14]  N. Ramankutty,et al.  Recent patterns of crop yield growth and stagnation , 2012, Nature Communications.

[15]  Prabhu L Pingali,et al.  Green Revolution: Impacts, limits, and the path ahead , 2012, Proceedings of the National Academy of Sciences.

[16]  M. Reynolds,et al.  Genetic Yield Gains of the CIMMYT International Semi-Arid Wheat Yield Trials from 1994 to 2010 , 2012 .

[17]  J. Crossa,et al.  Genetic Gains for Grain Yield in CIMMYT Spring Bread Wheat across International Environments , 2012 .

[18]  S. Chapman,et al.  Breeding for adaptation to heat and drought stress , 2010 .

[19]  P. Langridge,et al.  Breeding Technologies to Increase Crop Production in a Changing World , 2010, Science.

[20]  F. Laidig,et al.  Genotypic and environmental variability of yield for cultivars from 30 different crops in German official variety trials , 2008 .

[21]  C. Field,et al.  Global scale climate–crop yield relationships and the impacts of recent warming , 2007, Environmental Research Letters.

[22]  K. Eskridge,et al.  Crossover Interactions for Grain Yield in Multienvironmental Trials of Winter Wheat , 2006 .

[23]  M. Lillemo,et al.  Differential adaptation of CIMMYT bread wheat to global high temperature environments , 2005 .

[24]  Hugh G. Gauch,et al.  Statistical analysis of regional yield trials: AMMI analysis of factorial designs. , 1992 .

[25]  Б ВологдінаГ. THE ANALYSIS OF ADAPTATION IN A PLANT-BREEDING PROGRAMME , 2016 .