Human Brain MappingNeurosciencePeer-reviewed journal article
Anxiety attenuates learning advantages conferred by statistical stability and induces loss of volatility-attuning in brain activity
Elise RoweiD, Clare Diane HarrisiD, Ilvana DzaficiD, Marta Isabel GarridoiD
Abstract
Anxiety can alter an individuals perception of their external sensory environment. Previous studies suggest that anxiety can increase the magnitude of neural responses to unexpected (or surprising) stimuli. Additionally, surprise responses are reported to be boosted during stable compared to volatile environments. Few studies, however, have examined how learning is impacted by both threat and volatility. To investigate these effects, we used threat-of-shock to transiently increase subjective anxiety in healthy adults during an auditory oddball task, in which the regularity could be stable or volatile, while undergoing functional Magnetic Resonance Imaging (fMRI) scanning. We then used Bayesian Model Selection (BMS) mapping to pinpoint the brain areas where different models of anxiety displayed the highest evidence. Behaviourally, we found that threat-of-shock eliminated the accuracy advantage conferred by environmental stability over volatility in the task at hand. Neurally, we found that threat-of-shock led to both attenuation and loss of volatility-attuning of neural activity evoked by surprising sounds across most subcortical and limbic brain regions including the thalamus, basal ganglia, claustrum, insula, anterior cingulate, hippocampal gyrus and also the superior temporal gyrus. Conversely, within two small clusters in the left medial frontal gyrus and extrastriate area, threat-of-shock boosted the neural activity (relative to the safe and volatile condition) to the levels observed during the safe and stable condition, while also inducing a loss of volatility-attuning. Taken together, our findings suggest that threat eliminates the learning advantage conferred by statistical stability compared to volatility. Thus, we propose that anxiety disrupts behavioural adaptation to environmental statistics, and that multiple subcortical and limbic regions are implicated in this process.
- Citations
- 5
- FWCI
- 0.75
- Field percentile
- top 35%
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- State anxiety biases estimates of uncertainty during reward learning in volatile environments
Thomas P. Hein, Lilian A. E. Weber, … María Herrojo Ruiz·NeuroImagePeer-reviewed·Oct 6, 2020
- Anxious individuals are more sensitive to changes in outcome variability and value differences in dynamic environments
Brónagh McCoy, Rebecca P Lawson·PLoS Computational BiologyPeer-reviewed·Oct 30, 2025
- Alterations in the amplitude and burst distribution of sensorimotor beta oscillations impair reward-dependent motor learning in anxiety
Sebastian Sporn, Thomas P. Hein, María Herrojo Ruiz·bioRxiv·Jul 18, 2019
- Anxiety Selectively Impairs Reward Learning Under Uncertainty, While N3 Sleep Recalibrates It
Rakshita Deshmukh, Arjun Ramakrishnan·bioRxiv·Jan 7, 2026
- Asymmetrical adaptations to increases and decreases in environmental volatility
Jie Xu, Nicholas T. Van Dam, … Pengfei Xu·bioRxiv·Jul 30, 2021
- Distributed and multifaceted effects of threat and safety
Kelly Morrow, Dinavahi V. P. S. Murty, … Luiz Pessoa·Journal of Cognitive NeurosciencePeer-reviewed·Dec 23, 2021