Evidence map›Paper›PMID 41802052›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2026

Opioid-specific brain connectivity dynamics distinguish analgesia from secondary effects: Studies in male mice.

Jean-Charles Mariani, Samuel Le Meur-Diebolt, Laurianne Beynac, Renata Santos, Stefan Schulz, Thomas Deffieux, Mickael Tanter, Zsolt Lenkei, Andrea Kliewer

Abstract read
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. 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
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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

9 authors.

Jean-Charles MarianiTeam Dynamics of Neuronal Structure in Health and Disease, Institute of Psychiatry and Neuroscience of Paris, Inserm U1266, Université Paris Cité, Paris 75014, France.ORCID 0000-0003-1943-1591
Samuel Le Meur-DieboltTeam Dynamics of Neuronal Structure in Health and Disease, Institute of Psychiatry and Neuroscience of Paris, Inserm U1266, Université Paris Cité, Paris 75014, France.ORCID 0000-0002-9788-7263
Laurianne BeynacTeam Dynamics of Neuronal Structure in Health and Disease, Institute of Psychiatry and Neuroscience of Paris, Inserm U1266, Université Paris Cité, Paris 75014, France.
Renata SantosTeam Dynamics of Neuronal Structure in Health and Disease, Institute of Psychiatry and Neuroscience of Paris, Inserm U1266, Université Paris Cité, Paris 75014, France.
Stefan SchulzInstitute of Pharmacology and Toxicology, Jena University Hospital, Friedrich Schiller University, Jena 07747, Germany.ORCID 0000-0002-5997-8885
Thomas DeffieuxInstitute Physics for Medicine Paris, École Supérieure de Physique et de Chimie Industrielles de la Ville de Paris, Inserm U1273, CNRS U8631, Paris Sciences et Lettres - Université PSL, Paris 75015, France.
Mickael TanterInstitute Physics for Medicine Paris, École Supérieure de Physique et de Chimie Industrielles de la Ville de Paris, Inserm U1273, CNRS U8631, Paris Sciences et Lettres - Université PSL, Paris 75015, France.
Zsolt Lenkei *Team Dynamics of Neuronal Structure in Health and Disease, Institute of Psychiatry and Neuroscience of Paris, Inserm U1266, Université Paris Cité, Paris 75014, France.ORCID 0000-0002-1142-5931
Andrea Kliewer *Team Dynamics of Neuronal Structure in Health and Disease, Institute of Psychiatry and Neuroscience of Paris, Inserm U1266, Université Paris Cité, Paris 75014, France.ORCID 0000-0002-1320-6505

Funding

DAAD short-term research grant 57507442Else Kröner-Fresenius-Stiftung (EKFS) 2019_A68EMBO Short-term Fellowship n{degree sign} 8439Inserm Biomedical Ultrasound ART project No numberInterdisciplinary center for clinical research Jena AMSP 03PhD scholarship from Boehringer Ingelheim No number
6 · The paper itself

Abstract

The µ-opioid receptor (MOP) is a critical pharmaceutical target that mediates both the therapeutic benefits and adverse effects of opioid drugs. However, the large-scale neural circuit dynamics underlying key opioid effects, such as analgesia and respiratory depression, remain poorly understood, hindering the development of safer analgesics. Here, we present a multimodal experimental framework that integrates functional ultrasound imaging through the intact skull with behavioral and molecular analyses to investigate opioid-induced large-scale functional responses and their physiological relevance in awake, behaving male mice. Administration of major opioids-morphine, fentanyl, methadone, and buprenorphine-elicited robust, dose- and time-dependent reorganization of functional brain connectivity (FC) patterns, with magnitude scaling according to MOP agonist efficacy. This opioid-specific functional fingerprint is marked by decreased FC between the somatosensory cortex and hippocampal/thalamic regions and increased bilateral FC within the somatosensory cortex. Notably, this fingerprint was attenuated following tolerance induction and abolished by pharmacological or genetic MOP inactivation. Through power Doppler spectral analysis and lagged correlation measurements, we show that morphine perturbs temporal FC dynamics and the propagation of brain-wide oscillatory activity, disrupting critical-state dynamics. Importantly, we identify a dissociation between fast, transient processes-such as cerebral blood volume changes, locomotion, and respiratory depression-and slower processes driving FC reorganization, analgesia, and sustained MOP activation. This study provides mechanistic insights into opioid-induced network reorganization, establishes FC alterations as a reliable biomarker of opioid efficacy, and offers a framework for advancing the development of analgesic compounds with improved therapeutic windows and reduced side effects.

Indexed as

AnalgesiaAnalgesics, OpioidBrainReceptors, Opioid, muAnimalsBuprenorphineMaleMiceMice, Inbred C57BLMorphineSomatosensory CortexAnalgesics, OpioidBuprenorphineMorphineReceptors, Opioid, mubrain imagingfunctional connectivityopioidspain

Identifiers

PMID41802052
PMCPMC12994188

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.