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Use of hydraulic traits for modeling genotype-specific acclimation in cotton under drought.

Diane R WangMartin David VenturasDavid S MackayDouglas J HunsakerKelly R ThorpMichael A GoreDuke Pauli
Published in: The New phytologist (2020)
Understanding the genetic and physiological basis of abiotic stress tolerance under field conditions is key to varietal crop improvement in the face of climate variability. Here, we investigate dynamic physiological responses to water stress in silico and their relationships to genotypic variation in hydraulic traits of cotton (Gossypium hirsutum), an economically important species for renewable textile fiber production. In conjunction with an ecophysiological process-based model, heterogeneous data (plant hydraulic traits, spatially-distributed soil texture, soil water content and canopy temperature) were used to examine hydraulic characteristics of cotton, evaluate their consequences on whole plant performance under drought, and explore potential genotype × environment effects. Cotton was found to have R-shaped hydraulic vulnerability curves (VCs), which were consistent under drought stress initiated at flowering. Stem VCs, expressed as percent loss of conductivity, differed across genotypes, whereas root VCs did not. Simulation results demonstrated how plant physiological stress can depend on the interaction between soil properties and irrigation management, which in turn affect genotypic rankings of transpiration in a time-dependent manner. Our study shows how a process-based modeling framework can be used to link genotypic variation in hydraulic traits to differential acclimating behaviors under drought.
Keyphrases
  • climate change
  • plant growth
  • genome wide
  • arabidopsis thaliana
  • heat stress
  • stress induced
  • molecular docking
  • big data
  • transcription factor
  • gene expression
  • cell wall
  • quantum dots
  • neural network