Evidence map›Paper›PMID 34113717›Full record

ArticleComputational psychiatry (Cambridge, Mass.)2021

Why Depressed Mood is Adaptive: A Numerical Proof of Principle for an Evolutionary Systems Theory of Depression.

Axel Constant, Casper Hesp, Christopher G Davey, Karl J Friston, Paul B Badcock

Open access · goldAbstract read
In one paragraph

Article in Computational psychiatry (Cambridge, Mass.), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
3.8field-weighted citation impact, top 7% of its field
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

8 citing papers in PubMed, 29 citations in OpenAlex.

  1. Article
  2. Review
  3. Review
  4. Review
  5. A Computational Model of Hopelessness and Active-Escape Bias in Suicidality.Computational psychiatry (Cambridge, Mass.) · 2022
    Article
  6. Article
  7. Article
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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

5 authors at 3 institutions in 3 countries.

Axel ConstantCharles Perkins Centre, The University of Sydney, AU; Culture, Mind, and Brain Program, McGill University, CA; Wellcome Trust Centre for Human Neuroimaging, University College London, UK.ORCID 0000-0002-1547-8803
Casper HespWellcome Trust Centre for Human Neuroimaging, University College London, UK; Department of Developmental Psychology, University of Amsterdam, NL; Amsterdam Brain and Cognition Center, University of Amsterdam, NL; Institute for Advanced Study, University of Amsterdam, NL.ORCID 0000-0001-7669-4078
Christopher G DaveyCentre for Youth Mental Health, The University of Melbourne, AU; Department of Psychiatry, The University of Melbourne, AU.
Karl J FristonWellcome Trust Centre for Human Neuroimaging, University College London, UK.ORCID 0000-0001-7984-8909
Paul B BadcockCentre for Youth Mental Health, The University of Melbourne, AU; Department of Psychiatry, The University of Melbourne, AU; Orygen, AU.ORCID 0000-0002-6154-2597
The University of Melbourne · AUWellcome Centre for Human Neuroimaging · GBThe University of Sydney · AU

Funding

Wellcome Trust 088130
6 · The paper itself

Abstract

We provide a proof of principle for an evolutionary systems theory (EST) of depression. This theory suggests that normative depressive symptoms counter socioenvironmental volatility by increasing interpersonal support via social signalling and that this response depends upon the encoding of uncertainty about social contingencies, which can be targeted by neuromodulatory antidepressants. We simulated agents that committed to a series of decisions in a social two-arm bandit task before and after social adversity, which precipitated depressive symptoms. Responses to social adversity were modelled under various combinations of social support and pharmacotherapy. The normative depressive phenotype responded positively to social support and simulated treatments with antidepressants. Attracting social support and administering antidepressants also alleviated anhedonia and social withdrawal, speaking to improvements in interpersonal relationships. These results support the EST of depression by demonstrating that following adversity, normative depressed mood preserved social inclusion with appropriate interpersonal support or pharmacotherapy.

Indexed as

Active inferenceAdaptive PriorAnhedoniaComputational phenotypingDepressionEvolutionary systems theorySimulation studySocial risk hypothesisSocial withdrawalTwo-arm bandit

Identifiers

PMID34113717
PMCPMC7610949
OpenAlexW3169104567

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.