Multi-environment phenotyping of C. elegans for robust evaluation of physical performance
Hewitt, J. E.; Laranjeiro, R.; Norouzi, M.; Ellwood, R.; Antebi, A.; Szewczyk, N. J.; Driscoll, M.; Vanapalli, S. A.
Show abstract
Determining the physical performance of humans using several measures is essential to evaluating the severity of diseases, understanding the role of environmental factors, and developing therapeutic interventions. Development of analogous measures of physical performance in model organisms can help in identifying conserved signaling pathways and prioritizing drug candidates. In this study, we propose a multi-environment phenotyping (MEP) approach that generates a comprehensive set of measures indicative of physical performance in C. elegans. We challenge C. elegans in different mechanical environments of burrowing, swimming, and crawling, each of which places different physiological demands on the animals to generate locomotory forces. Implementation of the MEP approach is done using three established assays corresponding to each environment-a hydrogel-based burrowing assay, the CeleST swim assay, and the NemaFlex crawling strength assay. Using this approach, we study individuals and show that these three assays report on unique aspects of nematode physiology, as phenotypic measures obtained from different environments do not correlate with one another. Analysis of a subset of genes representative of oxidative stress, glucose metabolism, and fat metabolism show differential expression depending on the animals environment, suggesting that each environment evokes a response with distinct genetic requirements. To demonstrate the utility of the MEP platform, we evaluate the response of a muscular dystrophy model of C. elegans dys-1 to drug interventions of prednisone, melatonin and serotonin. We find that prednisone, which is the current treatment standard for human Duchenne muscular dystrophy, confers benefits in all three assays. Furthermore, while the tested compounds improve the physical performance of dys-1, these compounds are not able to fully restore the measures to wild-type levels, suggesting the need for discovery efforts to identify more efficacious compounds that could be aided using the MEP platform. In summary, the MEP platforms ability to robustly define C. elegans locomotory phenotypes demonstrates the utility of the MEP approach toward identification of candidates for therapeutic intervention, especially in disease models in which the neuromuscular performance is impaired.
Matching journals
The top 4 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- High temporal resolution measurements of movement reveal novel early-life physiological decline in C. elegans. 96%
- Behavioral and genetic analysis of the effects of the psychedelic 2,5-dimethoxy-4-iodoamphetamine (DOI) in C. elegans 95%
- A Familial Alzheimers Disease Associated Mutation in Presenilin-1 Mediates Amyloid-Beta Independent Cell Specific Neurodegeneration 95%
Similar papers in this journal
- Dopamine signaling regulates predator-driven changes in Caenorhabditis elegans egg laying behavior 95%
- Conformational changes in twitchin kinase in vivo revealed by FRET imaging of freely moving C. elegans 93%
- Forward genetics in C. elegans reveals genetic adaptations to polyunsaturated fatty acid deficiency 93%
Similar papers in this journal
- Pro-longevity compounds extend Caenorhabditis elegans male lifespan and reproductive healthspan 94%
- Potassium-chelating drug sodium polystyrene sulfonate enhances lysosomal function and suppresses proteotoxicity 92%
- Antioxidants green tea extract and nordihydroguaiaretic acid confer species and strain specific lifespan and health effects in Caenorhabditis nematodes 92%
Similar papers in this journal
- Intersection of motor volumes predicts the outcome of ambush predation of larval zebrafish 92%
- Mice tails function in response to external and self-generated balance perturbation on the roll plane 92%
- A sensation for inflation: initial swim bladder inflation in larval zebrafish is mediated by the mechanosensory lateral line. 92%
"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.