ArticleHuman brain mapping2022
Pupillometry tracks cognitive load and salience network activity in a working memory functional magnetic resonance imaging task.
Article in Human brain mapping, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07402356 (Task-evoked Pupillometry in AD, MCI, and Depression-Related Cognitive Impairment), which is not on this map. Cited by 8 papers.
What it found
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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.
The trial behind it
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.
Task-evoked Pupillometry in AD, MCI, and Depression-Related Cognitive Impairment
Who cites it
8 citing papers in PubMed, 24 citations in OpenAlex.
- Domain-general demands that deactivate multiple-demand regions.Cerebral cortex (New York, N.Y. : 1991) · 2026Article
- Beyond visual comfort: comparing pupillometry and subjective measures of cognitive strain in workplace lighting.Frontiers in public health · 2026Article
- Measuring Mental Effort in Real Time Using Pupillometry.Journal of eye movement research · 2025Article
- Identifying the bioimaging features of Alzheimer's disease based on pupillary light response-driven brain-wide fMRI in awake mice.Nature communications · 2024Article
- Pupillary correlates of individual differences in n-back task performance.Attention, perception & psychophysics · 2024Article
- Article
- Pupillometry tracks cognitive load and salience network activity in a working memory functional magnetic resonance imaging task.Human brain mapping · 2022Article
- Emotional Processing after Severe Traumatic Brain Injury: Insights from Functional MRI and Pupillometry.Neurotrauma reportsArticle
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The diameter of the human pupil tracks working memory processing and is associated with activity in the frontoparietal network. At the same time, recent neuroimaging research has linked human pupil fluctuations to activity in the salience network. In this combined functional magnetic resonance imaging (fMRI)/pupillometry study, we recorded the pupil size of healthy human participants while they performed a blockwise organized working memory task (N-back) inside an MRI scanner in order to monitor the pupil fluctuations associated neural activity during working memory processing. We first confirmed that mean pupil size closely followed working memory load. Combining this with fMRI data, we focused on blood oxygen level dependent (BOLD) correlates of mean pupil size modeled onto the task blocks as a parametric modulation. Interrogating this modulated task regressor, we were able to retrieve the frontoparietal network. Next, to fully exploit the within-block dynamics, we divided the blocks into 1 s time bins and filled these with corresponding pupil change values (first-order derivative of pupil size). We found that pupil change within N-back blocks was positively correlated with BOLD amplitudes in the areas of the salience network (namely bilateral insula, and anterior cingulate cortex). Taken together, fMRI with simultaneous measurement of pupil parameters constitutes a valuable tool to dissect working memory subprocesses related to both working memory load and salience of the presented stimuli.
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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 OpenQuestion graph.