Skip to main navigation Skip to search Skip to main content

Pupillary Hippus as a Biomarker: Spectral Signatures and Complexity Approaches in Autonomic and Clinical Contexts

  • Vincenzo Rizzuto
  • , Marco Laurino
  • , Roberto Montanari
  • , Angelo Gemignani
  • , Michele Figus
  • , Giuseppe Covello
  • , Niccolò Candelise
  • , Davide Borroni
  • , Guna Laganovska
  • , Luca Mesin (Corresponding Author)

Research output: Contribution to journalReview articlepeer-review

1 Citation (Scopus)
4 Downloads (Pure)

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.

Original languageEnglish
Article number 1376
Number of pages21
JournalBioengineering
Volume12
Issue number12
DOIs
Publication statusPublished - 18 Dec 2025

Keywords*

  • pupillary hippus
  • pupillary unrest
  • spectral analysis
  • frequency bands
  • complexity
  • entropy
  • pupillometry
  • autonomic biomarkers
  • clinical applications
  • glaucoma

Field of Science*

  • 3.2 Clinical medicine

Publication Type*

  • 1.1. Scientific article indexed in Web of Science and/or Scopus database

Fingerprint

Dive into the research topics of 'Pupillary Hippus as a Biomarker: Spectral Signatures and Complexity Approaches in Autonomic and Clinical Contexts'. Together they form a unique fingerprint.

Cite this