RT Journal Article
T1 Multi-Environmental Trials Reveal Genetic Plasticity of Oat Agronomic Traits Associated With Climate Variable Changes
A1 Rispail, Nicolas
A1 Montilla Bascón, Gracia
A1 Sánchez Martín, Javier
A1 Flores Gil, Fernando
A1 Howarth, Catherine Jane
A1 Langdon, Tim
A1 Rubiales Olmedo, Diego
A1 Prats, Elena
AB Although oat cultivation around the Mediterranean basin is steadily increasing, its yield in these regions lags far behind those of Northern Europe. This results mainly from the poor adaptation of current oat cultivars to Mediterranean environments. Local landraces may act as reservoirs of favorable traits that could contribute to increase oat resilience in this region. To aid selection of suitable agro-climate adapted genotypes we integrated genome-wide association approaches with analysis of field assessed phenotypes of genetic variants and of the weight of associated markers across different environmental variables. Association models accounting for oat population structure were applied on either arithmetic means or best linear unbiased prediction (BLUPs) to ensure robust identification of associations with the agronomic traits evaluated. The meta-analysis of the six joint environments (mega-environment) identified several markers associated with several agronomic traits and crown rust severity. Five of these associated markers were located within expressed genes. These associations were only mildly influenced by climatic variables indicating that these markers are good candidates to improve the genetic potential of oat under Mediterranean conditions. The models also highlighted several marker-trait associations, strongly affected by particular climatic variables including high rain pre- or post-heading dates and high temperatures, revealing strong potential for oat adaptation to specific agro-climatic conditions. These results will contribute to increase oat resilience for particular climatic conditions and facilitate breeding for plant adaptation to a wider range of climatic conditions in the current scenario of climate change.
PB Frontiers Media
SN 1664-462X
SN 1664-462X electrónico
YR 2018
FD 2018
LK http://hdl.handle.net/10272/15904
UL http://hdl.handle.net/10272/15904
LA eng
NO Rispail, N., Montilla-Bascón, G., Sánchez-Martín, J., Flores, F., Howarth, C., Langdon, T., Rubiales, D., Prats, E. (2018). Multi-Environmental Trials Reveal Genetic Plasticity of Oat Agronomic Traits Associated With Climate Variable Changes. Frontiers in Plant Science, 9. https://doi.org/10.3389/fpls.2018.01358
NO This work was funded by the Spanish MINECO (AGL2016-78965AGR), supported by FEDER funds and by the regional government through the AGR-253 group. FJCC is the holder of a FPI fellowship from the Spanish Ministry of Economy and competitiveness. NR is the holder of a Ramon y Cajal postdoctoral position from MINECO. CH and TL were supported by BBSRC BB/CSP1730/1.
DS Repositorio Institucional de la Universidad de Huelva
RD 14 jul 2026