Evidence map›Paper›PMID 39786367›Full record

ArticleBrain : a journal of neurology2025

Enhanced behavioural and neural sensitivity to punishments in chronic pain and fatigue.

Flavia Mancini, Pranav Mahajan, Anna Á V Guttesen, Jakub Onysk, Ingrid Scholtes, Nicholas Shenker, Michael Lee, Ben Seymour

Abstract read
In one paragraph

Article in Brain : a journal of neurology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
–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

6 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  3. Article
  4. Review
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  6. Review
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

8 authors.

Flavia ManciniDepartment of Engineering, Computational and Biological Learning Unit, University of Cambridge, Cambridge CB2 1PZ, UK.ORCID 0000-0001-8441-9236
Pranav MahajanNuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging, FMRIB, University of Oxford, Oxford OX3 9DU, UK.
Anna Á V GuttesenNuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging, FMRIB, University of Oxford, Oxford OX3 9DU, UK.
Jakub OnyskDepartment of Engineering, Computational and Biological Learning Unit, University of Cambridge, Cambridge CB2 1PZ, UK.
Ingrid ScholtesRheumatology Research Unit, Cambridge University Hospital, Cambridge CB2 0QQ, UK.
Nicholas ShenkerRheumatology Research Unit, Cambridge University Hospital, Cambridge CB2 0QQ, UK.ORCID 0000-0002-9852-5811
Michael LeeDepartment of Medicine, University of Cambridge, Cambridge CB2 0QQ, UK.
Ben SeymourNuffield Department of Clinical Neurosciences, Wellcome Centre for Integrative Neuroimaging, FMRIB, University of Oxford, Oxford OX3 9DU, UK.ORCID 0000-0003-1724-5832

Funding

an EPSRC research infrastructureBiomedical Research Centre NIHR203316EPSRC Tier-2 capital EP/T022159/1University of CambridgeVersus Arthritis 21537Versus Arthritis MR/T010614/1Versus Arthritis MR/W027593/1Wellcome 214251/Z/18/ZWellcome MSIT 2019-0-01371Wellcome Trust
6 · The paper itself

Abstract

Chronic pain and fatigue in musculoskeletal disease contribute significantly to disability, and recent studies suggest an association with reduced motivation and excessive fear avoidance. In this behavioural neuroimaging study, we aimed to identify the specific behavioural and neural changes associated with musculoskeletal pain and fatigue during reward and loss decision-making. Twenty-nine participants with chronic inflammatory arthritis and 28 healthy controls performed an instrumental learning task (four-armed bandit) during 3 T brain functional MRI. Computational analyses with reinforcement learning models were used to quantify the hidden variables involved in reward and loss decision-making, compare them across groups and, finally, relate them to brain activity. We found that participants with chronic pain had higher sensitivity to punishments and increased activity associated with the punishment prediction error in the right posterior insular cortex, putamen, pallidum and dorsolateral prefrontal cortex. Functional network connectivity analysis showed that insula centrality was correlated with subjective reports of fatigue and pain during the task. The findings of this exploratory study suggest that pain and fatigue in chronic pain relate to objective behavioural changes in loss decision-making, which can be mapped to a specific pattern of activity in brain circuits of motivation and decision-making. The proposed parametric signature, characterized most notably by increased punishment sensitivity, is distinct from patterns previously reported in psychiatric conditions and it aligns with predictions of the fear avoidance model of pain.

Indexed as

BrainChronic PainDecision MakingFatiguePunishmentAdultBrain MappingFemaleHumansMagnetic Resonance ImagingMaleMiddle AgedMotivationRewardarthritischronic paindecision-makingfatigueinsulareinforcement learning

Identifiers

PMID39786367
PMCPMC12129725

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Registered trials

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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.