Evidence map›Paper›PMID 41098388›Full record

ReviewThe European physical journal. Special topics2025

Functional connectivity in resting-state fMRI (rs-fMRI) in opioid use disorder.

Neli Atanasova, Anna Todeva-Radneva, Kristina Stoyanova, Elena Psederska, Drozdstoy Stoyanov, Nikoleta Traykova, Jasmin Vassileva

Abstract readReview
In one paragraph

Review in The European physical journal. Special topics, 2025. 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

7 authors.

Neli AtanasovaStrategic Research and Innovation Program for the Development of MU-PLOVDIV-(SRIPD-MUP), European Union-NextGeneration EU, BG-RRP-2.004-0007-C01, Plovdiv, Bulgaria.
Anna Todeva-RadnevaDepartment of Psychiatry and Medical Psychology, Medical University Plovdiv, 15A Vasil Aprilov Blvd., Plovdiv, 4002 Bulgaria.
Kristina StoyanovaStrategic Research and Innovation Program for the Development of MU-PLOVDIV-(SRIPD-MUP), European Union-NextGeneration EU, BG-RRP-2.004-0007-C01, Plovdiv, Bulgaria.ORCID 0000-0001-8362-6444
Elena PsederskaDepartment of Cognitive Science and Psychology, New Bulgarian University, 21 Montevideo Str., Sofia, 1618 Bulgaria.
Drozdstoy StoyanovStrategic Research and Innovation Program for the Development of MU-PLOVDIV-(SRIPD-MUP), European Union-NextGeneration EU, BG-RRP-2.004-0007-C01, Plovdiv, Bulgaria.
Nikoleta TraykovaStrategic Research and Innovation Program for the Development of MU-PLOVDIV-(SRIPD-MUP), European Union-NextGeneration EU, BG-RRP-2.004-0007-C01, Plovdiv, Bulgaria.
Jasmin VassilevaInstitute for Drug and Alcohol Studies, Virginia Commonwealth University, 203 E. Cary Street, Richmond, VA 23219 USA.

Funding

Varieties of Impulsivity in Opiate and Stimulant UsersR01DA021421 · NIDA · VIRGINIA COMMONWEALTH UNIVERSITY · PI VASSILEVA, JASMIN L · 2008 to 2025
$6.5M
NIDA NIH HHS R01 DA021421
6 · The paper itself

Abstract

This mini-review examines functional connectivity in resting-state functional magnetic resonance imaging (rs-fMRI) among opioid users. The goal is to summarize existing research data and clarify the implications of altered brain connectivity in this population. The first part of the review addresses the critical question of how opioid addiction influences the functional connectivity of key brain networks, such as the default mode network (DMN), salience network (SN), and executive control network (ECN). It examines the neurological basis of opioid addiction, the principles of rs-fMRI, different methodologies employed in this type of research, and inconsistencies and methodological challenges that complicate the interpretation of findings. The second part of the article presents findings derived from our ongoing research in the field. We tested 42 participants of whom 23 healthy controls and 19 patients with opioid use disorder. Each participant underwent an MRI scanning procedure comprised of structural, resting-state and task sequences. The neuroimaging data was processed using the CONN Toolbox running on MATLAB. Our preliminary rs-fMRI findings reveal significant disruptions in functional connectivity in individuals with opioid addiction within DMN and SN networks involved in cognitive functions such as decision-making and impulse control. The review concludes by emphasizing the importance of standardizing research practices, conducting longitudinal randomized studies, and developing a more holistic approach to understanding the effects of heroin addiction. These efforts would contribute to the development of personalized and effective intervention strategies. Supplementary Information: The online version contains supplementary material available at 10.1140/epjs/s11734-025-01591-2.

Identifiers

PMID41098388
PMCPMC12518422

What OpenQuestion holds

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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.