Evidence map›Paper›PMID 33836589›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2021

Neuromechanical wave resonance in jellyfish swimming.

Alexander P Hoover, Nicole W Xu, Brad J Gemmell, Sean P Colin, John H Costello, John O Dabiri, Laura A Miller

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Neuronal Synchronization and Bidirectional Activity Spread Explain Efficient Swimming in a Whole-Body Model of Hydrozoan Jellyfish.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025
    Article
  2. Jellyfish shape as a mechanical balance.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  3. Article
  4. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Alexander P HooverDepartment of Mathematics, The University of Akron, Akron, OH 44325; ahoover1@uakron.edu.ORCID 0000-0001-8812-0354
Nicole W XuDepartment of Bioengineering, Stanford University, Stanford, CA 94305.ORCID 0000-0002-1649-8718
Brad J GemmellDepartment of Integrative Biology, University of South Florida, Tampa, FL 33620.ORCID 0000-0001-9031-6591
Sean P ColinMarine Biology/Environmental Sciences, Roger Williams University, Bristol, RI 02809.ORCID 0000-0003-4463-5588
John H CostelloWhitman Center, Marine Biological Laboratory, Woods Hole, MA 02543.ORCID 0000-0002-6967-3145
John O DabiriDepartment of Mechanical and Civil Engineering, California Institute of Technology, Pasadena, CA 91125.
Laura A MillerDepartment of Mathematics, University of Arizona, Tucson, AZ 85721.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

For organisms to have robust locomotion, their neuromuscular organization must adapt to constantly changing environments. In jellyfish, swimming robustness emerges when marginal pacemakers fire action potentials throughout the bell's motor nerve net, which signals the musculature to contract. The speed of the muscle activation wave is dictated by the passage times of the action potentials. However, passive elastic material properties also influence the emergent kinematics, with time scales independent of neuromuscular organization. In this multimodal study, we examine the interplay between these two time scales during turning. A three-dimensional computational fluid-structure interaction model of a jellyfish was developed to determine the resulting emergent kinematics, using bidirectional muscular activation waves to actuate the bell rim. Activation wave speeds near the material wave speed yielded successful turns, with a 76-fold difference in turning rate between the best and worst performers. Hyperextension of the margin occurred only at activation wave speeds near the material wave speed, suggesting resonance. This hyperextension resulted in a 34-fold asymmetry in the circulation of the vortex ring between the inside and outside of the turn. Experimental recording of the activation speed confirmed that jellyfish actuate within this range, and flow visualization using particle image velocimetry validated the corresponding fluid dynamics of the numerical model. This suggests that neuromechanical wave resonance plays an important role in the robustness of an organism's locomotory system and presents an undiscovered constraint on the evolution of flexible organisms. Understanding these dynamics is essential for developing actuators in soft body robotics and bioengineered pumps.

Indexed as

AnimalsBiomechanical PhenomenaElastic ModulusHydrodynamicsModels, BiologicalMusclesScyphozoaSwimmingfluid–structure interactionjellyfishmaneuverabilityneuromechanicspropulsion

Identifiers

PMID33836589
PMCPMC7980403

What OpenQuestion holds

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Registered trials

None linked

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.