Screening for intracranial hypertension using ambient-light-corrected computational pupillometry: a prospective pilot study

BackgroundIntracranial hypertension is a life-threatening condition. Invasive intracranial pressure (ICP) monitoring remains the reference standard; however, catheter-based monitoring is not available for all at-risk intensive care unit patients. We evaluated whether ambient-light-corrected computational pupillometry could provide a bedside rule-out signal using the Pupil Reactivity (PuRe) score.MethodsIn this prospective single-center pilot study (2025–2026), adults who underwent intraparenchymal ICP monitoring underwent serial computational pupillometry (PuRe Pupillometer, Solvemed Inc.). The PuRe score is a 0–5 measure of pupillary reactivity (0, non-reactive; 0.1–2.9, sluggish; and ≥3, brisk). The primary outcome was diagnostic performance for ICP ≥22 mm Hg at the clinical brisk-reactivity boundary (PuRe score <3), using analyses that accounted for repeated measurements within patients.ResultsTwenty-six patients were included. At PuRe score <3, negative predictive value was 97.1%, sensitivity 81.1%, specificity 64.5%, and area under the receiver operating characteristic curve 0.77 (95% CI, 0.55–0.92). Mean ICP fell from 30.7 mm Hg with unreactive pupils to 7.6 mm Hg with brisk reactivity, and the inverse PuRe–ICP association held in a mixed-effects model accounting for clustering (slope –1.41 mm Hg per unit, P<0.001). The PuRe score showed no detectable dependence on ambient lighting in the ICP- and patient-adjusted models (P=0.13), whereas the constriction-based metrics remained light-dependent (P<0.001).ConclusionIn this small single-center pilot cohort, preserved PuRe reactivity was infrequently accompanied by concurrent ICP ≥22 mm Hg. These preliminary findings support the further validation of ambient-light-corrected computational pupillometry as a potential adjunctive bedside screening, but not as a replacement for invasive monitoring.

Authors

Institutions

Publication Details

Journal
Journal of Neurocritical Care
Published
2026-06-30
DOI
https://doi.org/10.18700/jnc.260012
Primary Topic
Cerebral Venous Sinus Thrombosis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Screening for intracranial hypertension using ambient-light-corrected computational pupillometry: a prospective pilot study

Karol P. Steckiewicz, Kamil Chwojnicki, Rozalia Marszałek-Ratnicka, Szymon Zdanowski et al.
Journal of Neurocritical Care
Cerebral Venous Sinus Thrombosis
article

Screening for intracranial hypertension using ambient-light-corrected computational pupillometry: a prospective pilot study

Karol P. Steckiewicz, Kamil Chwojnicki, Rozalia Marszałek-Ratnicka, Szymon Zdanowski, Jakub Kukliński, Alicja Filipczyk, Radosław Chrapkiewicz, Grzegorz Gramza, Mateusz J. Kreczko, Hugo Chróst, Patrycja Kapica, Marcin Łysek, Michal Swiatek, Magdalena A. Wujtewicz, Michal Wlodarski, Marek Dziubiński, Julia Czernik, Piotr Waraksa, Maciej Szmatowicz
article en

Abstract

BackgroundIntracranial hypertension is a life-threatening condition. Invasive intracranial pressure (ICP) monitoring remains the reference standard; however, catheter-based monitoring is not available for all at-risk intensive care unit patients. We evaluated whether ambient-light-corrected computational pupillometry could provide a bedside rule-out signal using the Pupil Reactivity (PuRe) score.MethodsIn this prospective single-center pilot study (2025–2026), adults who underwent intraparenchymal ICP monitoring underwent serial computational pupillometry (PuRe Pupillometer, Solvemed Inc.). The PuRe score is a 0–5 measure of pupillary reactivity (0, non-reactive; 0.1–2.9, sluggish; and ≥3, brisk). The primary outcome was diagnostic performance for ICP ≥22 mm Hg at the clinical brisk-reactivity boundary (PuRe score <3), using analyses that accounted for repeated measurements within patients.ResultsTwenty-six patients were included. At PuRe score <3, negative predictive value was 97.1%, sensitivity 81.1%, specificity 64.5%, and area under the receiver operating characteristic curve 0.77 (95% CI, 0.55–0.92). Mean ICP fell from 30.7 mm Hg with unreactive pupils to 7.6 mm Hg with brisk reactivity, and the inverse PuRe–ICP association held in a mixed-effects model accounting for clustering (slope –1.41 mm Hg per unit, P<0.001). The PuRe score showed no detectable dependence on ambient lighting in the ICP- and patient-adjusted models (P=0.13), whereas the constriction-based metrics remained light-dependent (P<0.001).ConclusionIn this small single-center pilot cohort, preserved PuRe reactivity was infrequently accompanied by concurrent ICP ≥22 mm Hg. These preliminary findings support the further validation of ambient-light-corrected computational pupillometry as a potential adjunctive bedside screening, but not as a replacement for invasive monitoring.

Journal of Neurocritical CareVol. 19(1)
Solems (France) (FR), University Clinical Centre (PL), Gdańsk Medical University (PL)
Openalex Percentile: Top 8%
Cerebral Venous Sinus Thrombosis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.