ArticlePloS one2012
WormScan: a technique for high-throughput phenotypic analysis of Caenorhabditis elegans.
Article in PloS one, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 55 papers.
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Who cites it
55 citing papers in PubMed.
- Dichloroacetate Improves Animal Survival, Growth, Neuromuscular Activity, Mitochondrial Stress and Physiology, and Elevated Lactate in C. elegans pdha-1 and dld-1 RNAi Models of Pyruvate Dehydrogenase Complex Deficiency (PDCD).Journal of inherited metabolic disease · 2026Article
- WormSpot: a machine learning-powered viability scoring platform inMicrobiology spectrum · 2026Article
- High-throughput adult Caenorhabditis elegans viability monitoring system.Scientific reports · 2026Article
- High-Throughput Toxicity Screening withEnvironmental science & technology · 2026Review
- From manual counting to YOLO: Using computer vision to automate large-scale fecundity assays in C. elegans.PloS one · 2026Article
- HarnessingSensors (Basel, Switzerland) · 2025Review
- Automated Platforms inMicromachines · 2025Review
- Drug screens using the nematode Caenorhabditis elegans.Genetics · 2025Review
- A multigenerational population-growth assay to capture subtle fitness phenotypes in C. elegans and other nematodes.Genetics · 2025Article
- Glucose enrichment reduces lifespan and promotes tau phosphorylation in human tau-expressing C. elegans, unaffected by O-β-GlcNAcylation induction.Journal of molecular medicine (Berlin, Germany) · 2025Article
- The conserved endocannabinoid anandamide modulates olfactory sensitivity to induce hedonic feeding in C. elegans.Current biology : CB · 2023Article
- A Compact Imaging Platform for ConductingLife (Basel, Switzerland) · 2023Article
- Automation ofComputational and structural biotechnology journal · 2023Article
- Analysis of aComputational and structural biotechnology journal · 2023Article
- Essential Oils as Novel Anthelmintic Drug Candidates.Molecules (Basel, Switzerland) · 2022Review
- High-throughput small molecule screen identifies inhibitors of microsporidia invasion and proliferation in C. elegans.Nature communications · 2022Article
- Deep learning for robust and flexible tracking in behavioral studies for C. elegans.PLoS computational biology · 2022Article
- Multiview motion tracking based on a cartesian robot to monitor Caenorhabditis elegans in standard Petri dishes.Scientific reports · 2022Article
- Suppression of a core metabolic enzyme dihydrolipoamide dehydrogenase (Genes & diseases · 2021Article
- Heat Stress Reduces the Susceptibility ofGenes · 2021Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThere are four main phenotypes that are assessed in whole organism studies of Caenorhabditis elegans; mortality, movement, fecundity and size. Procedures have been developed that focus on the digital analysis of some, but not all of these phenotypes and may be limited by expense and limited throughput. We have developed WormScan, an automated image acquisition system that allows quantitative analysis of each of these four phenotypes on standard NGM plates seeded with E. coli. This system is very easy to implement and has the capacity to be used in high-throughput analysis. METHODOLOGY/PRINCIPAL
findingsOur system employs a readily available consumer grade flatbed scanner. The method uses light stimulus from the scanner rather than physical stimulus to induce movement. With two sequential scans it is possible to quantify the induced phototactic response. To demonstrate the utility of the method, we measured the phenotypic response of C. elegans to phosphine gas exposure. We found that stimulation of movement by the light of the scanner was equivalent to physical stimulation for the determination of mortality. WormScan also provided a quantitative assessment of health for the survivors. Habituation from light stimulation of continuous scans was similar to habituation caused by physical stimulus. CONCLUSIONS/SIGNIFICANCE: There are existing systems for the automated phenotypic data collection of C. elegans. The specific advantages of our method over existing systems are high-throughput assessment of a greater range of phenotypic endpoints including determination of mortality and quantification of the mobility of survivors. Our system is also inexpensive and very easy to implement. Even though we have focused on demonstrating the usefulness of WormScan in toxicology, it can be used in a wide range of additional C. elegans studies including lifespan determination, development, pathology and behavior. Moreover, we have even adapted the method to study other species of similar dimensions.
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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.