Evidence map›Paper›PMID 41274936›Full record

ArticleNature communications2025

Neural variability in the medial prefrontal cortex contributes to efficient adaptive behavior.

Charles Findling, Margaux Romand-Monnier, Vasilisa Skvortsova, Etienne Koechlin

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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.

Charles Findling *Ecole Normale Supérieure, PSL Research University & Institut National de la Santé et de la Recherche Médicale (INSERM), Paris, France.
Margaux Romand-Monnier *Ecole Normale Supérieure, PSL Research University & Institut National de la Santé et de la Recherche Médicale (INSERM), Paris, France.
Vasilisa SkvortsovaEcole Normale Supérieure, PSL Research University & Institut National de la Santé et de la Recherche Médicale (INSERM), Paris, France.ORCID http://orcid.org/0000-0002-5582-5670
Etienne KoechlinEcole Normale Supérieure, PSL Research University & Institut National de la Santé et de la Recherche Médicale (INSERM), Paris, France. etienne.koechlin@upmc.fr.ORCID http://orcid.org/0000-0002-6514-9311

Funding

EC | EC Seventh Framework Programm | FP7 Ideas: European Research Council (FP7-IDEAS-ERC - Specific Programme: "Ideas" Implementing the Seventh Framework Programme of the European Community for Research, Technological Development and Demonstration Activities (2007 to 2013)) ERC-AdG#250106Ministry of Defence | Direction Générale de l'Armement (General Directorate for Armament) #2017-60-0039
6 · The paper itself

Abstract

Neural variability, i.e. random fluctuations in neural activity, is a ubiquitous and sizable brain feature that impacts behavior. Its functional role however remains unclear and neural variability is commonly viewed as a nuisance factor degrading behavioral efficiency. Using functional magnetic resonance imaging in humans and computational modeling, we show here that neural variability provides a solution to the open issue regarding how the brain produces efficient adaptive behavior in uncertain and changing environments without facing computational complexity problems. We found that neural variability in the medial prefrontal cortex (mPFC) enables decision-making processes in the mPFC to produce near-optimal behavior in uncertain and ever-changing environments without involving complex computations known in such environments to rapidly become computationally intractable. The results thus suggest that in the same way as genetic variability contributes to adaptive evolution, neural variability contributes to efficient adaptive behavior in real-life environments.

Indexed as

Adaptation, PsychologicalPrefrontal CortexAdultBrain MappingComputer SimulationDecision MakingFemaleHumansMagnetic Resonance ImagingMaleModels, NeurologicalYoung Adult

Identifiers

PMID41274936
PMCPMC12728203

What OpenQuestion holds

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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.