Evidence map›Paper›PMID 41002215›Full record

ArticleSocial cognitive and affective neuroscience2026

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

Peter A Kirk, Purnima Qamar, Jacob Lentz, André Zugman, Rany Abend, Katharina Kircanski, Daniel S Pine

Abstract read
In one paragraph

Article in Social cognitive and affective neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Peter A KirkEmotion and Development Branch, National Institute of Mental Health, Bethesda, MD, 20892, USA.ORCID 0000-0003-0786-3039
Purnima QamarEmotion and Development Branch, National Institute of Mental Health, Bethesda, MD, 20892, USA.ORCID 0009-0000-1343-8325
Jacob LentzEmotion and Development Branch, National Institute of Mental Health, Bethesda, MD, 20892, USA.ORCID 0000-0002-0300-7473
André ZugmanEmotion and Development Branch, National Institute of Mental Health, Bethesda, MD, 20892, USA.ORCID 0000-0002-6126-7759
Rany AbendEmotion and Development Branch, National Institute of Mental Health, Bethesda, MD, 20892, USA.ORCID 0000-0003-0022-3418
Katharina KircanskiEmotion and Development Branch, National Institute of Mental Health, Bethesda, MD, 20892, USA.ORCID 0000-0002-6546-5584
Daniel S PineEmotion and Development Branch, National Institute of Mental Health, Bethesda, MD, 20892, USA.ORCID 0000-0002-4301-9516

Funding

fMRI Studies Of Pediatric Mood And Anxiety DisordersZIAMH002781 · NIMH · NATIONAL INSTITUTE OF MENTAL HEALTH · PI PINE, DANIEL · 2009 to 2025
$41.5M
Intramural NIH HHS ZIA MH002781Intramural Research Program of the National Institute of Mental Health ZIAMH002781Intramural Research Program of the National Institutes of Health (NIH)NIHNIH or the US Department of Health and Human Services
6 · The paper itself

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.

Indexed as

AnxietyBrainNatural Language ProcessingAdolescentBrain MappingChildEmotionsFemaleHumansImage Processing, Computer-AssistedMagnetic Resonance ImagingMaleMotion PicturesPhotic Stimulationanxietydevelopmentlanguagemovie fMRInaturalisticnatural language processing

Identifiers

PMID41002215
PMCPMC12823007

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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 Socratic graph.