Evidence map›Paper›PMID 40625403›Full record

ArticlePNAS nexus2025

Engineering the battle: Design-specific analysis of stag beetle mandibles for combat efficiency.

Nasif Bin Saif, Ramin J A Guilani, Shayan Ramezanpour, Arman Toofani, Sepehr H Eraghi, Geoff Goss, Chung-Ping Lin, Stanislav Gorb, Hamed Rajabi

Abstract read
In one paragraph

Article in PNAS nexus, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

9 authors.

Nasif Bin SaifMechanical Intelligence (MI) Research Group, Bioscience and Bioengineering Research Centre, London South Bank University (LSBU), London SE1 0AA, United Kingdom.ORCID https://orcid.org/0000-0002-9294-8442
Ramin J A GuilaniMechanical Intelligence (MI) Research Group, Bioscience and Bioengineering Research Centre, London South Bank University (LSBU), London SE1 0AA, United Kingdom.
Shayan RamezanpourMechanical Intelligence (MI) Research Group, Bioscience and Bioengineering Research Centre, London South Bank University (LSBU), London SE1 0AA, United Kingdom.
Arman ToofaniMechanical Intelligence (MI) Research Group, Bioscience and Bioengineering Research Centre, London South Bank University (LSBU), London SE1 0AA, United Kingdom.ORCID https://orcid.org/0000-0003-1219-7480
Sepehr H EraghiMechanical Intelligence (MI) Research Group, Bioscience and Bioengineering Research Centre, London South Bank University (LSBU), London SE1 0AA, United Kingdom.
Geoff GossSchool of Engineering and Design, College of Technology and Environment, London South Bank University, London SE1 0AA, United Kingdom.ORCID https://orcid.org/0000-0001-9844-6737
Chung-Ping LinDepartment of Life Science, National Taiwan Normal University, Taipei 11677, Taiwan.ORCID https://orcid.org/0000-0003-1472-5080
Stanislav GorbFunctional Morphology and Biomechanics, Institute of Zoology, Kiel University, Kiel 24118, Germany.ORCID https://orcid.org/0000-0001-9712-7953
Hamed RajabiMechanical Intelligence (MI) Research Group, Bioscience and Bioengineering Research Centre, London South Bank University (LSBU), London SE1 0AA, United Kingdom.ORCID https://orcid.org/0000-0002-1792-3325

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Stag beetle mandibles exhibit remarkable interspecific variation, reflecting adaptations for species-specific combat strategies. This study investigates the functional basis of this diversity by analyzing the mandibles of five species using high-resolution finite-element analysis and geometric morphometrics. We simulated four distinct combat maneuvers-squeezing, holding, lifting, and twisting-and quantified mechanical performance via stress and strain energy, under standardized conditions. Principal component analysis of mandible morphology revealed two major axes of variation linked to shape and tip complexity. Our results show that certain mandible designs exhibit superior mechanical efficiency in maneuvers typical of their known fighting behavior, particularly in squeezing and twisting, suggesting functional specialization. However, mismatches also emerged, indicating latent mechanical capabilities or limitations in behavioral data. An exploratory correlation analysis highlights links between tip complexity (principal component 2) and biomechanical performance. Lifting performance was almost consistent across species, suggesting that whole-body kinematics may dominate this action. This work offers new insights into the evolution of animal weaponry by demonstrating that mandible shape in stag beetles is often aligned with species-typical combat strategies but not strictly constrained by observed behavior. It further provides a quantitative framework for linking morphology and mechanical performance in biomechanically complex systems.

Indexed as

biomechanicscombat behaviorevolutionary adaptationfinite-element analysismechanical performance

Identifiers

PMID40625403
PMCPMC12231608

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.