ArticleFrontiers in plant science2017
A Soil-Plate Based Pipeline for Assessing Cereal Root Growth in Response to Polyethylene Glycol (PEG)-Induced Water Deficit Stress.
Article in Frontiers in plant science, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 18 citations in OpenAlex.
- Potato spindle tuber viroid infection enhances PEG-simulated drought stress tolerance in tomato by modulating photosynthesis and stress-responsive pathways.Archives of virology · 2026Article
- Drought-tolerant fungal microbes,Frontiers in microbiology · 2024Article
- Factors influencing frequency and severity of human-American black bear conflicts in New York, USA.PloS one · 2023Article
- Pseudomonas cultivated from Andropogon gerardii rhizosphere show functional potential for promoting plant host growth and drought resilience.BMC genomics · 2022Article
- Strategies of tree species to adapt to drought from leaf stomatal regulation and stem embolism resistance to root properties.Frontiers in plant science · 2022Review
- Genome-Wide Analysis of theFrontiers in plant science · 2021Article
- Autophagic Survival Precedes Programmed Cell Death in Wheat Seedlings Exposed to Drought Stress.International journal of molecular sciences · 2019Article
- Nitric oxide contributes to methane-induced osmotic stress tolerance in mung bean.BMC plant biology · 2018Article
- RootBot: High-throughput root stress phenotyping robot.Applications in plant sciencesArticle
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Drought is a serious problem that causes losses in crop-yield every year, but the mechanisms underlying how roots respond to water deficit are difficult to study under controlled conditions. Methods for assaying root elongation and architecture, especially for seedlings, are commonly achieved on artificial media, such as agar, moistened filter paper, or in hydroponic systems. However, it has been demonstrated that measuring root characteristics under such conditions does not accurately mimic what is observed when plants are grown in soil. Morphological changes in root behavior occur because of differences in solute diffusion, mechanical impedance, exposure to light (in some designs), and gas exchange of roots grown under these conditions. To address such deficiencies, we developed a quantitative method for assaying seedling root lengths and germination in soil using a plate-based approach with wheat as a model crop. We also further developed the method to include defined water deficits stress levels using the osmotic properties of polyethylene glycol (PEG). Seeds were sown into soil-filled vertical plates and grown in the dark. Root length measurements were collected using digital photography through the transparent lid under green lighting to avoid effects of white light exposure on growth. Photographs were analyzed using the cross-platform ImageJ plugin, SmartRoot, which can detect root edges and partially automate root detection for extraction of lengths. This allowed for quick measurements and straightforward and accurate assessments of non-linear roots. Other measurements, such as root width or angle, can also be collected by this method. An R function was developed to collect exported root length data, process and reformat the data, and output plots depicting root/shoot growth dynamics. For water deficit experiments, seedlings were transplanted side-by-side into well-watered plates and plates containing PEG solutions to simulate precise water deficits.
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