Evidence map›Paper›PMID 32694207›Full record

ArticleProceedings of the National Academy of Sciences of the United States of America2020

Gene coexpression patterns predict opiate-induced brain-state transitions.

Julia K Brynildsen, Kyla D Mace, Eli J Cornblath, Carmen Weidler, Fabio Pasqualetti, Danielle S Bassett, Julie A Blendy

Open access · greenAbstract readComparative Study
In one paragraph

Article in Proceedings of the National Academy of Sciences of the United States of America, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
2.0field-weighted citation impact, top 13% of its field
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

18 citing papers in PubMed, 36 citations in OpenAlex.

  1. Article
  2. Article
  3. VTA µ-Opioidergic Neurons Facilitate Low Sociability in Protracted Opioid Abstinence.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025
    Article
  4. The Role of Claustrum in Incubation of Opioid Seeking after Electric Barrier-Induced Voluntary Abstinence in Male and Female Rats.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025
    Article
  5. Article
  6. Article
  7. Neural Network Connectivity Following Opioid Dependence is Altered by a Common Genetic Variant in the µ-Opioid Receptor,The Journal of neuroscience : the official journal of the Society for Neuroscience · 2024
    Article
  8. No significant change of NBrain and behavior · 2024
    Article
  9. Review
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  14. Review
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  17. Review
  18. Gene coexpression patterns predict opiate-induced brain-state transitions.Proceedings of the National Academy of Sciences of the United States of America · 2020
    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

7 authors at 4 institutions in 2 countries.

Julia K BrynildsenDepartment of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104.ORCID 0000-0002-1627-6576
Kyla D MaceDepartment of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104.
Eli J CornblathDepartment of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104.ORCID 0000-0002-2619-8778
Carmen WeidlerDepartment of Psychiatry, Psychotherapy and Psychosomatics, Faculty of Medicine, RWTH Aachen University, 52074 Aachen, Germany.ORCID 0000-0002-6547-2776
Fabio PasqualettiDepartment of Mechanical Engineering, University of California, Riverside, CA 92521.ORCID 0000-0002-8457-8656
Danielle S BassettDepartment of Bioengineering, University of Pennsylvania, Philadelphia, PA 19104.ORCID 0000-0002-6183-4493
Julie A BlendyDepartment of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104; blendy@pennmedicine.upenn.edu.ORCID 0000-0003-1705-9001
Translational Therapeutics (United States) · USUniversity of Pennsylvania · USRWTH Aachen University · DEUniversity of California, Riverside · US

Funding

T32 Translational Addiction Research Fellowship ProgramT32DA028874 · NIDA · UNIVERSITY OF PENNSYLVANIA · PI Julie A Blendy, Anna Rose Childress · 2010 to 2026
$5.0M
AMP-activated protein kinase (AMPK) and nicotine dependenceR01DA041180 · NIDA · UNIVERSITY OF PENNSYLVANIA · PI BLENDY, JULIE A, KIM, SANGWON F · 2016 to 2020
$1.8M
Structural constraints on large-scale brain activity in psychosis associated with chromosome 22q11.2 deletion syndromeF30MH118871 · NIMH · UNIVERSITY OF PENNSYLVANIA · PI CORNBLATH, ELI · 2018 to 2021
$133k
NIDA NIH HHS R01 DA041180NIDA NIH HHS T32 DA028874NIMH NIH HHS F30 MH118871
6 · The paper itself

Abstract

Opioid addiction is a chronic, relapsing disorder associated with persistent changes in brain plasticity. Reconfiguration of neuronal connectivity may explain heightened abuse liability in individuals with a history of chronic drug exposure. To characterize network-level changes in neuronal activity induced by chronic opiate exposure, we compared FOS expression in mice that are morphine-naïve, morphine-dependent, or have undergone 4 wk of withdrawal from chronic morphine exposure, relative to saline-exposed controls. Pairwise interregional correlations in FOS expression data were used to construct network models that reveal a persistent reduction in connectivity strength following opiate dependence. Further, we demonstrate that basal gene expression patterns are predictive of changes in FOS correlation networks in the morphine-dependent state. Finally, we determine that regions of the hippocampus, striatum, and midbrain are most influential in driving transitions between opiate-naïve and opiate-dependent brain states using a control theoretic approach. This study provides a framework for predicting the influence of specific therapeutic interventions on the state of the opiate-dependent brain.

Indexed as

Analgesics, OpioidAnimalsBrainConnectomeGene Expression ProfilingGene Expression RegulationMaleMiceMice, Inbred C57BLModels, NeurologicalMorphineMorphine DependenceNerve NetNeuronal PlasticityProto-Oncogene Proteins c-fosSubstance Withdrawal SyndromeAnalgesics, OpioidMorphineProto-Oncogene Proteins c-foscontrol theorygraph theorymicenetwork analysisopioid dependence

Identifiers

PMID32694207
PMCPMC7431093
OpenAlexW3044538836

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.