Evidence map›Paper›PMID 42380135›Full record

ArticleTranslational psychiatry2026

Latent subdimensions of anxiety and depression differentially influence exertion of effort in pursuit of reward versus avoidance of threat.

Jennifer D Senta, Anne G E Collins, Peter Dayan, Sonia J Bishop

Abstract read
In one paragraph

Article in Translational psychiatry, 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
–field-weighted citation impact
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

4 authors.

Jennifer D SentaHelen Wills Neuroscience Institute, University of California, Berkeley, CA, USA.ORCID http://orcid.org/0009-0007-4268-6003
Anne G E CollinsHelen Wills Neuroscience Institute, University of California, Berkeley, CA, USA.ORCID http://orcid.org/0000-0003-3751-3662
Peter DayanMax Planck Institute of Biological Cybernetics, Tübingen, Germany.ORCID http://orcid.org/0000-0003-3476-1839
Sonia J BishopHelen Wills Neuroscience Institute, University of California, Berkeley, CA, USA. bishops@tcd.ie.ORCID http://orcid.org/0000-0001-7833-3030

Funding

Computationally modeling individual differences in probabilistic decision-making across positive and negative valence domainsR01MH124108 · NIMH · UNIVERSITY OF CALIFORNIA BERKELEY · PI BISHOP, SONIA JANE · 2020 to 2024
$2.8M
Elucidating the relationship between decision-making under second-order uncertainty and dimensions of negative affect using computational modelingR01MH122558 · NIMH · UNIVERSITY OF CALIFORNIA BERKELEY · PI BISHOP, SONIA JANE · 2021 to 2025
$2.5M
NIMH NIH HHS R01 MH122558NIMH NIH HHS R01 MH124108U.S. Department of Health & Human Services | NIH | National Institute of Mental Health (NIMH) R01MH122558U.S. Department of Health & Human Services | NIH | National Institute of Mental Health (NIMH) R01MH124108
6 · The paper itself

Abstract

Anxiety and depression are highly comorbid. Across species, depression-related phenotypes have been linked to reduced willingness to expend effort to pursue rewards. Effortful threat avoidance has been less extensively studied. Here, we used a dimensional model of psychopathology to investigate whether distinct sub-dimensions of depressed and anxious affect differentially impact effortful reward pursuit versus threat avoidance in humans. Hierarchical Bayesian modeling revealed that component decision-making mechanisms underlying effortful reward pursuit were differentially impacted by latent dimensions capturing the depressive symptoms of apathy versus anhedonia. Meanwhile, only the latent dimension tapping worry-related symptoms significantly impacted effortful threat avoidance, increasing willingness to exert effort to avoid threat and reducing sensitivity to threat magnitude.

Indexed as

AnxietyAvoidance LearningDepressionRewardAdultAnhedoniaBayes TheoremDecision MakingFemaleHumansMale

Identifiers

PMID42380135
PMCPMC13586378

What OpenQuestion holds

Textmetadata
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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 OpenQuestion graph.