Linking subjective experience of anxiety to brain function using natural language processing

Research on anxiety focuses on clinically relevant behaviours and neurophysiological responses, particularly emphasizing recruitment of amygdala, insula, and cingulate cortex. Whether these same circuits instantiate subjective experience of anxiety remains unclear, a vital hurdle for clinical neuroscience. We used a semi-naturalistic, anxiogenic stimulus (animated movie) to evoke anxiety during fMRI in a pediatric sample with and without anxiety disorders (N = 84, before exclusion). After, participants provided verbal responses to interview questions about the stimulus. We quantified semantic content and valence of responses via natural language processing algorithms. Preregistered analyses found that wide-spread brain activity during the movie-including in the anterior insula cortex-related to participants' descriptions of the movie's narrative. Secondary analyses indicated anxiety symptoms were associated with insula responses, participants' descriptions of the movie's narrative, and appraisals. This study provides preliminary evidence that anxiety symptoms may shape patterns of insula activity during movie-watching, influencing the type of notable details later recalled. These findings underscore the utility of movie viewing paradigms in clinical neuroscience research on subjective emotional experiences in anxiety.

Authors

Institutions

Publication Details

Journal
Social Cognitive and Affective Neuroscience
Published
2025-09-24
DOI
https://doi.org/10.1093/scan/nsaf099
Primary Topic
Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Linking subjective experience of anxiety to brain function using natural language processing

Rany Abend, Jacob Lentz, Katharina Kircanski, Purnima Qamar et al.
Social Cognitive and Affective Neuroscience
Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
article

Linking subjective experience of anxiety to brain function using natural language processing

Rany Abend, Jacob Lentz, Katharina Kircanski, Purnima Qamar, Peter Alexander Kirk, André Zugman, Daniel S. Pine
article en

Abstract

Research on anxiety focuses on clinically relevant behaviours and neurophysiological responses, particularly emphasizing recruitment of amygdala, insula, and cingulate cortex. Whether these same circuits instantiate subjective experience of anxiety remains unclear, a vital hurdle for clinical neuroscience. We used a semi-naturalistic, anxiogenic stimulus (animated movie) to evoke anxiety during fMRI in a pediatric sample with and without anxiety disorders (N = 84, before exclusion). After, participants provided verbal responses to interview questions about the stimulus. We quantified semantic content and valence of responses via natural language processing algorithms. Preregistered analyses found that wide-spread brain activity during the movie-including in the anterior insula cortex-related to participants' descriptions of the movie's narrative. Secondary analyses indicated anxiety symptoms were associated with insula responses, participants' descriptions of the movie's narrative, and appraisals. This study provides preliminary evidence that anxiety symptoms may shape patterns of insula activity during movie-watching, influencing the type of notable details later recalled. These findings underscore the utility of movie viewing paradigms in clinical neuroscience research on subjective emotional experiences in anxiety.

Social Cognitive and Affective NeuroscienceVol. 21(1)
Reichman University (IL), National Institute of Mental Health (US), National Institute of Mental Health (CZ)
U.S. Department of Health and Human Services, National Institutes of Health, National Institute of Mental Health
Openalex Percentile: Top 73%
Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
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.