ArticleScientific reports2021
ScreenSeed as a novel high throughput seed germination phenotyping method.
Article in Scientific reports, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers, 1 of them a synthesis that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
11 citing papers in PubMed, 1 synthesis or guideline pooled it, 19 citations in OpenAlex.
- Advancing crop improvement through GWAS and beyond in mung bean.Frontiers in plant science · 2024Pooled it
- Samplify: a versatile tool for image-based segmentation and annotation of seed abortion phenotypes.The New phytologist · 2026Article
- A comparative study of femtosecond pulsed and continuous wave lasers on physiological responses through activation of phytochromes in seeds.Scientific reports · 2025Article
- Article
- Automatic Measurement of Seed Geometric Parameters Using a Handheld Scanner.Sensors (Basel, Switzerland) · 2024Article
- Hints of Biological Activity of Xerosydryle: Preliminary Evidence on the Early Stages of Seedling Development.International journal of molecular sciences · 2024Article
- Molecular dynamics of seed priming at the crossroads between basic and applied research.Plant cell reports · 2023Review
- POMONA: a multiplatform software for modeling seed physiology.Frontiers in plant science · 2023Article
- Dual-transcriptomic datasets evaluating the effect of the necrotrophic fungusData in brief · 2022Article
- Seed Transmission of Pathogens: Non-Canonical Immune Response inPlants (Basel, Switzerland) · 2022Article
- MultipleXLab: A high-throughput portable live-imaging root phenotyping platform using deep learning and computer vision.Plant methods · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
A high throughput phenotyping tool for seed germination, the ScreenSeed technology, was developed with the aim of screening genotype responsiveness and chemical drugs. This technology was presently used with Arabidopsis thaliana seeds to allow characterizing seed samples germination behavior by incubating seeds in 96-well microplates under defined conditions and detecting radicle protrusion through the seed coat by automated image analysis. This study shows that this technology provides a fast procedure allowing to handle thousands of seeds without compromising repeatability or accuracy of the germination measurements. Potential biases of the experimental protocol were assessed through statistical analyses of germination kinetics. Comparison of the ScreenSeed procedure with commonly used germination tests based upon visual scoring displayed very similar germination kinetics.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.