Climate change and crop resilience: harnessing metabolomics for predicting stress tolerance
Summarised methodology for metabolite biomarker discovery and genomic targets selection for those metabolites to predict high‐throughput phenotypic and agronomic traits of interest for direct uptake in breeding programmes. Summary Global warming is driving climate change to levels not experienced since the advent of agriculture, primarily due to ...
Agyeya Pratap +3 more
wiley +1 more source
Stepwise construction of the path to doubled haploid breeding in sorghum. [PDF]
Sui Y +11 more
europepmc +1 more source
Schematic representation of the causal sequence through which rapid water loss imposes diffusive and nondiffusive restrictions on carbon assimilation. Summary Drought is an abnormally prolonged water deficit posing major challenges to plants. Stomatal closure has long been considered the primary factor limiting photosynthesis during the early stages of
Chandra Bellasio +4 more
wiley +1 more source
A Novel <i>Bmr6</i> Allele (<i>bmr34</i>) Confers the Brown Midrib Phenotype Without Biomass Penalty in Sorghum. [PDF]
Li L +8 more
europepmc +1 more source
Kinetic parameter prediction using neural networks identifies limitations to C4 photosynthesis
Schematic overview of the generation of artificial training data and training of neural networks in C4TUNE. Summary Kinetic models of photosynthesis enable time‐resolved predictions of traits related to this key process and provide the means to identify factors limiting photosynthesis.
Philipp Wendering +4 more
wiley +1 more source
Establishment of prediction equations for available energy values of sorghum in broilers using machine learning and stepwise regression methods. [PDF]
Guo X +8 more
europepmc +1 more source
Barley HvBODYGUARD1 controls cuticular specialisations regulated by SHINE transcription factors
Cuticle defects result from defective HvBDG1 alleles. Summary Land plants secrete a protective outer cuticular layer with diverse functions. Barley (Hordeum vulgare L.) develops two cuticular specialisations: the β‐diketone rich wax bloom on vegetative tissues and an adherent grain surface which sticks to the hulls, leading to barley's distinctive ...
Trisha McAllister +19 more
wiley +1 more source
Comprehensive genome characterization and expression analysis of the <i>DUF4228</i> gene family in Sorghum (<i>Sorghum bicolor</i> L.) under salt stress conditions. [PDF]
Alther E +4 more
europepmc +1 more source
Three genotypes – a heat‐resistant maize (Zea mays), a heat‐susceptible maize, and a sorghum (Sorghum bicolor) variety – were grown to the V4 stage in growth chambers under optimal conditions or subjected to heat stress. Plants were grown in soil containing a complex microbial community, or in the same soil with a depleted microbiome.
Nate Korth +5 more
wiley +1 more source
Near-Infrared Spectroscopy for the Single-Kernel Analysis of Sorghum Protein Content. [PDF]
Mendoza PTD +6 more
europepmc +1 more source

