Evidence map›Paper›PMID 36082761›Full record

ArticleAnnals of neurology2022

Brain Connectivity Predicts Chronic Pain in Acute Mild Traumatic Brain Injury.

Noam Bosak, Paulo Branco, Pora Kuperman, Chen Buxbaum, Ruth Manor Cohen, Shiri Fadel, Rabab Zubeidat, Rafi Hadad, Amir Lawen, Noam Saadon-Grosman and 5 more

Open access · greenAbstract read
In one paragraph

Article in Annals of neurology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.

0numbers the graph read from it
0cells of the map it votes in
17citing papers in PubMed
3.1field-weighted citation impact, top 7% 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

17 citing papers in PubMed, 21 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. A review of descending pain modulation in humans.Frontiers in pain research (Lausanne, Switzerland) · 2026
    Review
  5. Article
  6. Article
  7. Observational
  8. Article
  9. Article
  10. Review
  11. Review
  12. Review
  13. Review
  14. Article
  15. Review
  16. Review
  17. 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

15 authors at 5 institutions in 3 countries.

Noam Bosak *Rappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel.
Paulo Branco *Department of Neuroscience, Northwestern University Medical School, Chicago, IL.
Pora KupermanRappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel.
Chen BuxbaumRappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel.
Ruth Manor CohenRappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel.
Shiri FadelDepartment of Neurology, Rambam Health Care Campus, Haifa, Israel.
Rabab ZubeidatRappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel.
Rafi HadadDepartment of Neurology, Rambam Health Care Campus, Haifa, Israel.
Amir LawenRappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel.
Noam Saadon-GrosmanDepartment of Medical Neurobiology, Faculty of Medicine, The Hebrew University, Jerusalem, Israel.
Michele SterlingRECOVER Injury Research Centre, NHMRC Centre of Research Excellence in Road Traffic Injury Recovery, The University of Queensland, Brisbane, Australia.
Yelena GranovskyRappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel.
Apkar Vania Apkarian *Department of Neuroscience, Northwestern University Medical School, Chicago, IL.
David Yarnitsky *Rappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel.
Itamar KahnRappaport Faculty of Medicine, Technion - Israel Institute of Technology, Haifa, Israel.ORCID 0000-0002-1895-8677
Technion – Israel Institute of Technology · ILNorthwestern University · USRambam Health Care Campus · ILHebrew University of Jerusalem · ILThe University of Queensland · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectivesPrevious studies have established the role of the cortico-mesolimbic and descending pain modulation systems in chronic pain prediction. Mild traumatic brain injury (mTBI) is an acute pain model where chronic pain is prevalent and complicated for prediction. In this study, we set out to study whether functional connectivity (FC) of the nucleus accumbens (NAc) and the periaqueductal gray matter (PAG) is predictive of pain chronification in early-acute mTBI.

methodsTo estimate FC, resting-state functional magnetic resonance imaging (fMRI) of 105 participants with mTBI following a motor vehicle collision was acquired within 72 hours post-accident. Participants were classified according to pain ratings provided at 12-months post-collision into chronic pain (head/neck pain ≥30/100, n = 44) and recovery (n = 61) groups, and their FC maps were compared.

resultsThe chronic pain group exhibited reduced negative FC between NAc and a region within the primary motor cortex corresponding with the expected representation of the area of injury. A complementary pattern was also demonstrated between PAG and the primary somatosensory cortex. PAG and NAc also shared increased FC to the rostral anterior cingulate cortex (rACC) within the recovery group. Brain connectivity further shows high classification accuracy (area under the curve [AUC] = .86) for future chronic pain, when combined with an acute pain intensity report.

interpretationFC features obtained shortly after mTBI predict its transition to long-term chronic pain, and may reflect an underlying interaction of injury-related primary sensorimotor cortical areas with the mesolimbic and pain modulation systems. Our findings indicate a potential predictive biomarker and highlight targets for future early preventive interventions. ANN NEUROL 2022;92:819-833.

Indexed as

Brain ConcussionChronic PainBrainBrain MappingHumansPeriaqueductal Gray

Identifiers

PMID36082761
PMCPMC9826527
OpenAlexW4289517890

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.