# Disentangling Cognitive Load From Visual Reflexes: An Iso-Luminant Framework for Virtual Reality (VR)-Based Pupillometry

**Authors:** Umut Yilmaz, Cemre Karadeniz, Mert Talha Yener, Musa Atas, Eser Sagaltici

PMC · DOI: 10.7759/cureus.101950 · Cureus · 2026-01-20

## TL;DR

This paper introduces a VR-based method to measure cognitive load without interference from visual reflexes, enabling clearer insights into brain activity.

## Contribution

A novel iso-luminant VR framework that isolates cognitive load responses from visual reflexes using controlled luminance and auditory tasks.

## Key findings

- PLR sensitivity was confirmed with mean amplitude of 1.52 ± 0.33 mm and constriction velocity of 19.1 ± 11.2 mm/s.
- TEPR was successfully isolated under iso-luminant conditions with significant dilation during high-load tasks (0.38 ± 0.28 mm).
- Cognitive load induced dilation was 5.2 times slower than PLR, confirming distinct temporal signatures.

## Abstract

Pupillometry is a robust, non-invasive indicator of cognitive load; however, its application in virtual reality (VR) is compromised by luminance-driven pupillary light reflexes (PLR) that mask subtle task-evoked pupillary responses (TEPR). We introduce a strict iso-luminant VR protocol to isolate cognitive load-related autonomic responses. The framework comprises a PLR validation phase establishing reflex dynamics via controlled luminance alternations, followed by a cognitive isolation phase where visual luminance is clamped constant and cognitive load is modulated exclusively through auditory tasks. Analysis of 22 sessions confirmed PLR sensitivity (mean amplitude: 1.52 ± 0.33 mm, constriction velocity: 19.1 ± 11.2 mm/s). Critically, under iso-luminant conditions, TEPR was successfully isolated with significant dilation during high-load versus low-load conditions (mean difference: 0.38 ± 0.28 mm). The framework differentiated temporal signatures: PLR exhibited rapid velocity (19.1 mm/s), while cognitive load induced gradual dilation (3.86 mm/s), demonstrating a response velocity increased by a factor of 5.2 compared with the cognitive condition. This temporal dissociation confirms that pupillary changes under iso-luminant conditions reflect cognitive processing through the locus coeruleus-norepinephrine (LC-NE) pathway rather than brainstem-mediated light reflexes. The methodology establishes a reproducible foundation for VR-based neuro-ergonomic research with potential applications in attention-deficit/hyperactivity disorder (ADHD) assessment and neurodegenerative disease monitoring.

## Linked entities

- **Diseases:** attention-deficit/hyperactivity disorder (MONDO:0007743), neurodegenerative disease (MONDO:0005559)

## Full-text entities

- **Diseases:** ADHD (MESH:D001289), pupillary dilations (MESH:D002311), TEPR (MESH:C566973), cognitive dilation (MESH:D003072), Alzheimer's (MESH:D000544), PLR (MESH:D011681), Parkinson's disease (MESH:D010300), neurodegenerative disease (MESH:D019636), neurological disorders (MESH:D009461)
- **Chemicals:** NE (MESH:D009356), norepinephrine (MESH:D009638)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## References

18 references — full list in the complete paper: https://tomesphere.com/paper/PMC12921460/full.md

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Source: https://tomesphere.com/paper/PMC12921460