ArticlePloS one2017
Individual differences in eye blink rate predict both transient and tonic pupil responses during reversal learning.
Article in PloS one, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed.
- Early Behavioral Markers of Loss of Financial Capacity.JAMA network open · 2025Article
- A Review of the Use of Gaze and Pupil Metrics to Assess Mental Workload in Gamified and Simulated Sensorimotor Tasks.Sensors (Basel, Switzerland) · 2024Review
- How uncertain are you? Disentangling expected and unexpected uncertainty in pupil-linked brain arousal during reversal learning.Cognitive, affective & behavioral neuroscience · 2023Article
- Separable pupillary signatures of perception and action during perceptual multistability.eLife · 2021Article
- Intra-subject consistency of spontaneous eye blink rate in young women across the menstrual cycle.Scientific reports · 2020Article
- Spontaneous eye blink rate predicts individual differences in exploration and exploitation during reinforcement learning.Scientific reports · 2019Article
- Eye pupil signals information gain.Proceedings. Biological sciences · 2019Review
- How pupil responses track value-based decision-making during and after reinforcement learning.PLoS computational biology · 2018Article
- Physiological Measures of Dopaminergic and Noradrenergic Activity During Attentional Set Shifting and Reversal.Frontiers in psychology · 2018Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The pupil response under constant illumination can be used as a marker of cognitive processes. In the past, pupillary responses have been studied in the context of arousal and decision-making. However, recent work involving Parkinson's patients suggested that pupillary responses are additionally affected by reward sensitivity. Here, we build on these findings by examining how pupil responses are modulated by reward and loss while participants (N = 30) performed a Pavlovian reversal learning task. In fast (transient) pupil responses, we observed arousal-based influences on pupil size both during the expectation of upcoming value and the evaluation of unexpected monetary outcomes. Importantly, after incorporating eye blink rate (EBR), a behavioral correlate of striatal dopamine levels, we observed that participants with lower EBR showed stronger pupil dilation during the expectation of upcoming reward. Subsequently, when reward expectations were violated, participants with lower EBR showed stronger pupil responses after experiencing unexpected loss. Across trials, the detection of a reward contingency reversal was reflected in a slow (tonic) dilatory pupil response observed already several trials prior to the behavioral report. Interestingly, EBR correlated positively with this tonic detection response, suggesting that variability in the arousal-based detection response may reflect individual differences in striatal dopaminergic tone. Our results provide evidence that a behavioral marker of baseline striatal dopamine level (EBR) can potentially be used to describe the differential effects of value-based learning in the arousal-based pupil response.
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