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Journal of biomechanics2026; 206; 113495; doi: 10.1016/j.jbiomech.2026.113495

Species-specific effects of spinal stiffness on gait and actuation-cost proxy in simulated cheetah and horse galloping.

Abstract: Cursorial quadrupeds employ distinct mechanical strategies for high-speed locomotion, with felids relying more strongly on axial motion than equids. The biomechanical role of spinal stiffness, however, is difficult to isolate experimentally because it is coupled to limb mechanics, morphology, and coordination. Here, we used comparative three-dimensional trajectory optimization to test how spinal stiffness influences gait mechanics and actuation-demand proxies in simulated cheetah-like and horse-like galloping. Homologous cheetah and horse models were evaluated across spinal-stiffness values, prescribed rotary and transverse footfall sequences, and target speeds. The cheetah rotary gallop exhibited a favourable intermediate-stiffness region in the actuation-demand proxies, whereas the horse model was less sensitive to spinal stiffness and more strongly influenced by distal limb compliance. Peak spring-energy summaries indicated greater spinal elastic participation in the cheetah and stronger distal-limb dominance in the horse. Secondary torque-capacity and distal-stiffness sensitivity analyses showed that the exact location and magnitude of the favourable stiffness region were objective- and parameter-dependent, but did not eliminate the intermediate-stiffness pattern in the cheetah rotary case. High-speed cheetah transverse solutions were sensitive to initialization and were interpreted cautiously. Overall, spinal compliance was not generically beneficial: within the present model framework, it produced the clearest favourable stiffness response in the cheetah-like rotary-gallop morphology, while the horse-like model remained more distal-limb dominated. Comparative simulation can therefore isolate how axial and distal elasticity interact with morphology, while highlighting that the reported trajectories are plausible local optima rather than certified global optima or direct predictions of metabolic economy.
Publication Date: 2026-07-30 PubMed ID: 42556035DOI: 10.1016/j.jbiomech.2026.113495Google Scholar: Lookup
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  • Journal Article

Summary

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Overview

  • This research explores how the stiffness of the spine affects the mechanics and energy demands of galloping in two different quadrupeds—a cheetah and a horse—using computer simulations.
  • The study reveals that spinal stiffness influences the cheetah’s galloping more than the horse’s and helps explain species-specific differences in locomotion strategies.

Background and Motivation

  • Cursorial quadrupeds like cheetahs and horses achieve high-speed movement through distinct biomechanical strategies. Felids (cats) tend to use more axial (spinal) motion, while equids (horses) rely more on limb mechanics.
  • Understanding how spinal stiffness affects running mechanics is difficult because it is intertwined with limb structure, motion coordination, and overall body morphology.
  • Isolating the biomechanical role of spinal stiffness is important for understanding species-specific adaptations in locomotion and for potential applications in robotics or veterinary science.

Research Approach and Methods

  • Researchers used 3D trajectory optimization simulations to model galloping in cheetah-like and horse-like anatomies.
  • The models tested a range of spinal stiffness levels to see how they influenced gait mechanics (such as footfall sequences) and actuation demands (energy or force required to move).
  • Simulations included:
    • Two footfall sequence types: rotary and transverse gallops.
    • Variable gait speeds targeting realistic running velocities.
    • Comparative homology, i.e., similar model structures allowing direct comparisons between cheetah and horse.
  • Secondary analyses explored spinal torque capacity and sensitivity to distal limb stiffness to test robustness of results.

Key Findings

  • Cheetah Model:
    • The rotary gallop showed a clear intermediate spinal stiffness range where actuation demands were minimized, indicating a beneficial stiffness regime for energy-efficient running.
    • Higher elastic energy storage and release in the spine contributed significantly to movement, supporting the role of axial compliance in felid locomotion.
    • Transverse gallop simulations were less stable and more sensitive to initial conditions, suggesting more complex dynamics at high speeds.
  • Horse Model:
    • Actuation demands were relatively insensitive to changes in spinal stiffness, indicating that the horse’s locomotion relies more on distal limb compliance rather than axial flexibility.
    • Elastic energy storage was predominantly in the limbs rather than the spine, aligning with equid biomechanical strategies.
  • Sensitivity analyses highlighted that exact optimal spinal stiffness values depend on model parameters and design objectives but did not undermine the existence of the intermediate beneficial region found for the cheetah rotary gallop.

Interpretation and Implications

  • Spinal flexibility is not universally advantageous across species; its benefits are morphology and gait dependent.
  • Felids like cheetahs benefit more from spinal compliance, which supports their dynamic rotary gallop style by reducing the energy cost of movement.
  • Equids like horses have evolved to rely more on limb-based elasticity, showing less sensitivity to spinal stiffness changes.
  • Simulation methods enable isolation of factors such as spinal and limb elasticity, clarifying their interaction with animal morphology and movement patterns.
  • The trajectories produced by the model represent plausible local optima and provide insight rather than definitive metabolic cost predictions or global optima solutions.

Summary

  • This study uses advanced simulations to demonstrate that spinal stiffness affects cheetah and horse galloping differently, reflecting their species-specific biomechanics.
  • The findings emphasize that axial compliance is particularly important for energy optimization in cheetah-like rotary gallops, while horse locomotion is dominated by distal limb mechanics.
  • These insights contribute to biomechanical understanding and may inform bio-inspired designs or animal locomotion research.

Cite This Article

APA
Schütz D, Shield S, Patel A. (2026). Species-specific effects of spinal stiffness on gait and actuation-cost proxy in simulated cheetah and horse galloping. J Biomech, 206, 113495. https://doi.org/10.1016/j.jbiomech.2026.113495

Publication

ISSN: 1873-2380
NlmUniqueID: 0157375
Country: United States
Language: English
Volume: 206
Pages: 113495
PII: S0021-9290(26)00350-7

Researcher Affiliations

Schütz, Damien
  • Department of Electrical Engineering, University of Cape Town, Cape Town, South Africa.
Shield, Stacey
  • Department of Electrical Engineering, University of Cape Town, Cape Town, South Africa.
Patel, Amir
  • Department of Electrical Engineering, University of Cape Town, Cape Town, South Africa; Department of Computer Science, University College London, London, United Kingdom. Electronic address: amir.patel@ucl.ac.uk.

Conflict of Interest Statement

Declaration of competing interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Damien Schütz reports that financial support was provided by MathWorks Inc. The other authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.

Citations

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