Standardized and rapid protocol for drought tolerance screening at seedling stage in small grain cereals and their wild relatives
Gudi, S.; Singh, J.; Gill, U.; Gupta, R.
Show abstract
Drought stress severely threatens the stability of production of cereals worldwide. Improving genetic tolerance to drought stress requires detailed characterization of global germplasm collections and their wild relatives under drought conditions. However, the lack of rapid screening methods remains a major obstacle in achieving this goal. Here, we present a rapid, reliable, and highly reproducible soil-based screening protocol for evaluating large germplasm collections under drought stress at the seedling stage. This protocol efficiently discriminates drought tolerant and sensitive genotypes with minimal environmental variability and is broadly applicable across various small grain cereals, enabling the evaluation of 1200 genotypes of wheat, oat, barley, and their wild relatives such as Aegilops tauschii and Ae. umbellulata. Additionally, evaluation of two contrasting wheat genotypes identified using this protocol under drought stress imposed at anthesis and grain filling stages provided evidence that their contrasting drought responses were also consistently maintained at the later developmental stages. Given its efficiency, reproducibility, and cross-species applicability, this protocol offers a practical approach for preliminary screening of large germplasm collections as well as for identifying contrasting genotypes to be included in subsequent breeding, physiological, and genetic studies.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Gains through selection for grain yield in a winter wheat breeding program 95%
- Genetic Insights from Line x Tester Analysis of Maize Lethal Necrosis Testcrosses for Developing Multi-Stress-Resilient Hybrids in Sub-Saharan Africa 95%
- Drought adaptability of different subspecies of tetraploid wheat (Triticum turgidum) under contrasting moisture conditions: association with solvent retention capacity and quality-related traits 95%
Similar papers in this journal
- K-seq, an affordable, reliable, and open Klenow NGS-based genotyping technology 93%
- Wheat grain width: A clue for re-exploring visual indicators of grain weight 92%
- Efficient isolation of protoplasts from rice calli with pause points and its application in transient gene expression and genome editing assays 92%
Similar papers in this journal
- Precision phenotyping reveals novel loci for quantitative resistance to septoria tritici blotch in European winter wheat 93%
- High-throughput Phenotyping of Soybean Biomass: Conventional Trait Estimation and Novel Latent Feature Extraction Using UAV Remote Sensing and Deep Learning Models 93%
- RhizoVision Crown: An Integrated Hardware and Software Platform for Root Crown Phenotyping 91%
Similar papers in this journal
- Exploring natural genetic variation in photosynthesis-related traits of barley in the field 94%
- Integrating molecular and physiological approaches to quantify genetic controls for wheat development and improve phenotyping 93%
- Genetic modulation of yield and phenotypic plasticity of yield in winter wheat 93%
Similar papers in this journal
- Prediction of harvest-related traits in barley using high-throughput phenotyping data and machine learning 95%
- A novel QTL conferring Fusarium crown rot resistance located on chromosome arm 6HL in barley 94%
- CGIAR BARLEY BREEDING TOOLBOX: A diversity panel to facilitate breeding and genomic research in the Developing World 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.