ReviewBioengineering (Basel, Switzerland)2025
Pupillary Hippus as a Biomarker: Spectral Signatures and Complexity Approaches in Autonomic and Clinical Contexts.
Review in Bioengineering (Basel, Switzerland), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
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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.
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Who cites it
5 citing papers in PubMed.
- Pupillary Nystagmus as an Objective Neuro-Otological Biomarker in Vestibular Migraine: A Quantitative Pupillometric Study.Audiology research · 2026Article
- Linking human brain functional connectivity to underlying neurotransmission.bioRxiv : the preprint server for biology · 2026Article
- Heart rate variability findings in neurological decompression sickness: an exploratory case series.Frontiers in physiology · 2026Article
- Heart rate variability changes associated with wetsuit hood fit in dry conditions: a pilot exploratory study.Frontiers in physiology · 2026Article
- Influence of experience on cardiovascular diving reflex in professional divers.Frontiers in physiology · 2026Article
Corrections and comments
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Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Pupillary hippus, i.e., the spontaneous bilateral oscillation of pupil diameter under constant illumination, provides a non-invasive window into autonomic and central nervous system dynamics. Despite decades of research, a unified framework linking its spectral features, physiological underpinnings, and analytical complexity is still missing. In this narrative review, we synthesize spectral and nonlinear pupillometry studies to propose a paradigm-aware taxonomy of hippus frequency bands that integrates evidence from autonomic tests and cognitive-arousal paradigms. Across the literature, low-frequency components tend to covary with respiratory/vasomotor autonomic rhythms, while higher-frequency fluctuations and complexity indices are more sensitive to cognitive load, visual fatigue, and pathological states but remain methodologically heterogeneous. Finally, we explore contexts in which hippus-based biomarkers show clinical potential, with a main focus on glaucoma as an emerging translational model, while underscoring the methodological and translational gaps that currently hinder their validation and routine clinical adoption. Physiology, spectral metrics, and complexity-based analyses are integrated to lay the foundations of a coherent framework.
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Registered trials
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 Socratic graph.