Evidence map›Paper›PMID 40935663›Full record

ArticleThe Journal of neuroscience : the official journal of the Society for Neuroscience2025

Largely Intact But Less Reliable and Distributed Neural Representations of Subjective Value in Human Opioid Addiction.

Francesca M LoFaro, Maëlle C M Gueguen, Ananya Kapoor, Emmanuel E Alvarez, Darla Bonagura, Anna B Konova

Abstract read
In one paragraph

Article in The Journal of neuroscience : the official journal of the Society for Neuroscience, 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. 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

6 authors.

Francesca M LoFaroDepartment of Psychiatry, University Behavioral Health Care, & the Brain Health Institute, Rutgers University, Piscataway, New Jersey 08854.
Maëlle C M GueguenDepartment of Psychiatry, University Behavioral Health Care, & the Brain Health Institute, Rutgers University, Piscataway, New Jersey 08854.ORCID 0000-0002-4045-5881
Ananya KapoorDepartment of Psychiatry, University Behavioral Health Care, & the Brain Health Institute, Rutgers University, Piscataway, New Jersey 08854.
Emmanuel E AlvarezDepartment of Psychiatry, University Behavioral Health Care, & the Brain Health Institute, Rutgers University, Piscataway, New Jersey 08854.
Darla BonaguraDepartment of Psychiatry, University Behavioral Health Care, & the Brain Health Institute, Rutgers University, Piscataway, New Jersey 08854.
Anna B KonovaDepartment of Psychiatry, University Behavioral Health Care, & the Brain Health Institute, Rutgers University, Piscataway, New Jersey 08854 anna.konova@rutgers.edu.ORCID 0000-0001-8894-6164

Funding

Decision Neuroscience of CravingR01DA054201 · NIDA · RUTGERS BIOMEDICAL/HEALTH SCIENCES-RBHS · PI KONOVA, ANNA BORISOVA · 2021 to 2025
$2.8M
Computational psychiatry investigation of the role of unrealistic optimism in opioid use disorder and relapseR01DA053282 · NIDA · RUTGERS BIOMEDICAL/HEALTH SCIENCES-RBHS · PI KONOVA, ANNA BORISOVA · 2021 to 2025
$2.8M
Rutgers Training in Addiction Research ProgramT32DA055569 · NIDA · RUTGERS BIOMEDICAL AND HEALTH SCIENCES · PI Robert Christopher Pierce · 2023 to 2026
$1.6M
Elucidating How Menstrual Cycle Phase Influences Neurocognitive Processes Underlying Risk-Taking in Women with Opioid Use DisorderF31DA061610 · NIDA · RUTGERS BIOMEDICAL AND HEALTH SCIENCES · PI Francesca LoFaro · 2024 to 2026
$96k
Characterizing the formation and maintenance of drug-biased beliefs in opioid use disorderF31DA058497 · NIDA · RUTGERS BIOMEDICAL AND HEALTH SCIENCES · PI ALVAREZ, EMMANUEL EDUARDO · 2024 to 2025
$89k
NIDA NIH HHS F31 DA058497NIDA NIH HHS F31 DA061610NIDA NIH HHS R01 DA053282NIDA NIH HHS R01 DA054201NIDA NIH HHS T32 DA055569
6 · The paper itself

Abstract

Addiction, particularly opioid use disorder (OUD), is often characterized by heightened propensity for risk-taking. While tolerance for risk and uncertainty varies across individuals, the elevated risk-taking in people with OUD is assumed to stem from altered cognitive decision-making processes beyond differences due to idiosyncratic yet lawful tolerances. Specifically, the prevailing assumption is that people with addiction exhibit impairments in the internal representation and integration of information that should guide decisions and judgments about what is valuable. Using model-based functional magnetic resonance imaging, we examined how the choice behavior of treatment-engaged male and female participants with chronic OUD aligns with the neural encoding of their inferred subjective value (SV) of uncertain (risky and ambiguous) rewards and the evidence for impairment in this neural process. Using both univariate and multivariate analyses, we found that canonical value regions [ventromedial prefrontal cortex (vmPFC), striatum, and posterior cingulate cortex] track the SV of uncertain choice options in both participants with OUD and comparison controls, irrespective of their tolerance for uncertainty. This speaks against a fundamentally impaired subjective valuation process in OUD. However, value representations were less reliably decodable in people with OUD in some value regions (vmPFC) and throughout the brain, especially within the limbic and salience/ventral-attention networks. Thus, while people with OUD engage a neurocomputationally similar process during risky decision-making to controls, they may differ in the fidelity and distribution of SV signals across brain networks.

Indexed as

BrainOpioid-Related DisordersRewardAdultBrain MappingChoice BehaviorDecision MakingFemaleHumansMagnetic Resonance ImagingMaleMiddle AgedRisk-TakingUncertaintyYoung Adultaddictiondecision-makingfMRImultivariate decodingsubjective valueuncertainty

Identifiers

PMID40935663
PMCPMC12528835

What OpenQuestion holds

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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.