Evidence map›Paper›PMID 34847768›Full record

ArticleProceedings. Biological sciences2021

Fishes regulate tail-beat kinematics to minimize speed-specific cost of transport.

Gen Li, Hao Liu, Ulrike K Müller, Cees J Voesenek, Johan L van Leeuwen

Abstract read
In one paragraph

Article in Proceedings. Biological sciences, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Predicting axial muscle-fibre strains in larval zebrafish.The Journal of experimental biology · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Atlantic salmon (Frontiers in physiology · 2025
    Article
  8. Article
  9. Cost of Transport of Undulating Fin Propulsion.Biomimetics (Basel, Switzerland) · 2023
    Article
  10. 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

5 authors.

Gen LiCenter for Mathematical Science and Advanced Technology, Japan Agency for Marine-Earth Science and Technology (JAMSTEC), 3173-25, Showa-machi, Kanazawa-ku, Yokohama, Japan.ORCID 0000-0002-4423-3266
Hao LiuGraduate School of Engineering, Chiba University, 1-33, Yayoi-cho, Inage-ku, Chiba, Japan.ORCID 0000-0002-8687-3237
Ulrike K MüllerDepartment of Biology, California State University, Fresno 2555 E San Ramon Avenue, Fresno, CA 93740, USA.
Cees J VoesenekExperimental Zoology Group, Department of Animal Sciences, Wageningen University, De Elst 1, 6708 WD, Wageningen, The Netherlands.ORCID 0000-0002-5467-8963
Johan L van LeeuwenExperimental Zoology Group, Department of Animal Sciences, Wageningen University, De Elst 1, 6708 WD, Wageningen, The Netherlands.ORCID 0000-0002-4433-880X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Energetic expenditure is an important factor in animal locomotion. Here we test the hypothesis that fishes control tail-beat kinematics to optimize energetic expenditure during undulatory swimming. We focus on two energetic indices used in swimming hydrodynamics, cost of transport and Froude efficiency. To rule out one index in favour of another, we use computational-fluid dynamics models to compare experimentally observed fish kinematics with predicted performance landscapes and identify energy-optimized kinematics for a carangiform swimmer, an anguilliform swimmer and larval fishes. By locating the areas in the predicted performance landscapes that are occupied by actual fishes, we found that fishes use combinations of tail-beat frequency and amplitude that minimize cost of transport. This energy-optimizing strategy also explains why fishes increase frequency rather than amplitude to swim faster, and why fishes swim within a narrow range of Strouhal numbers. By quantifying how undulatory-wave kinematics affect thrust, drag, and power, we explain why amplitude and frequency are not equivalent in speed control, and why Froude efficiency is not a reliable energetic indicator. These insights may inspire future research in aquatic organisms and bioinspired robotics using undulatory propulsion.

Indexed as

FishesModels, BiologicalAnimalsBiomechanical PhenomenaHydrodynamicsSwimmingcost of transportdragfish swimmingoptimization strategyswimming energeticstail-beat frequency

Identifiers

PMID34847768
PMCPMC8634626

What OpenQuestion holds

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LicenceCC BY
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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.