Evidence map›Paper›PMID 41912712›Full record

ArticleScientific reports2026

Application of the Kelvin-Voigt viscoelastic model to hippus reveals major insights into the autonomic nervous system activity.

Cyril J P Giovannangeli, Fabio Borrani, Olivier Broussouloux, Guillaume Py, Robin B Candau

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In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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3 · Its place in the literature

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0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Cyril J P GiovannangeliDMeM, Univ Montpellier, INRAE, Montpellier, France. cyril.giovannangeli@csjc.corsica.ORCID http://orcid.org/0009-0002-3555-2975
Fabio BorraniInstitute of Sport Sciences, Biomechanics & Integrative Physiology of Exercise Dynamics (BIPED) laboratory, University of Lausanne, Lausanne, Switzerland.
Olivier BroussoulouxP3S Unit, University of Corsica, Corte, France.
Guillaume PyDMeM, Univ Montpellier, INRAE, Montpellier, France.
Robin B CandauDMeM, Univ Montpellier, INRAE, Montpellier, France.

Funding

Collectivité de Corse Decree No. 21/185CE
6 · The paper itself

Abstract

This study characterized the autonomic nervous system impulses underlying the iris spontaneous cyclic activity, which is characterized by hippus occurrence, by taking into account also its viscoelastic properties using the Kelvin-Voigt model. Hippus recordings were carried out in young active individuals, in the supine and standing position to test the model sensitivity, simultaneously with cardiac activity. This was followed by the recording of a photomotor reflex sequence. A clustering analysis allowed the selection of relatively low-noise hippus, where the model showed a high degree of fit (mean error = 3.5 ± 1.1%). Despite the modest reproducibility of autonomic nervous system impulses, ranging from 0.35 ± 0.33 to 0.88 ± 30 in each participant, hippus showed strong similarities, suggesting the existence of an autonomic activity signature. Parasympathetic impulses were significantly (p = 3.4 × 10− 3) higher in the supine than in the standing position. The amount of expended energy was 7.5 times lower (p = 1.7 × 10− 7) during hippus than the photomotor reflex, indicating a less costly activity. The application of the model to hippus and the photomotor reflex provided information on the autonomic nervous system basal state and adaptive reserve, respectively. These analyses allow better understanding of the autonomic nervous system activity in both clinical and athletic contexts.

Indexed as

Autonomic Nervous SystemAdultElasticityFemaleHumansMaleSupine PositionViscosityYoung AdultAthleteChronic diseaseHeart rate variabilityPupillary unrestSpontaneous pupil variationsSympathetic and parasympathetic systems

Identifiers

PMID41912712
PMCPMC13039539

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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.