ArticleAnnals of neurology2022
Brain Connectivity Predicts Chronic Pain in Acute Mild Traumatic Brain Injury.
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.
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Who cites it
17 citing papers in PubMed, 21 citations in OpenAlex.
- The Impact of Sex on the Dysfunction of Endogenous Pain Control after Traumatic Brain Injury.Journal of neurotrauma · 2026Article
- Alterations of static and dynamic functional connectivity of the nucleus accumbens subregions may be associated with chronic process of migraine: a resting-state fMRI study.The journal of headache and pain · 2026Article
- Effects of electroacupuncture at Zusanli on pain-perception-related brain nuclei in KOA mice: a study on cortical and subcortical c-fos expression.Behavioral and brain functions : BBF · 2026Article
- A review of descending pain modulation in humans.Frontiers in pain research (Lausanne, Switzerland) · 2026Review
- From fragmented neurotechnologies to closed-loop brain health systems: integrating artificial intelligence, digital health, digital twins, and advanced materials for brain disorders.Frontiers in bioengineering and biotechnology · 2026Article
- Comparing genuine and sham surgery for sacroiliac joint pain using self-assessments, pain testing, and neuroimaging.Pain reports · 2025Article
- Biological Markers of Brain Network Connectivity and Pain Sensitivity Distinguish Low Coping from High Coping Veterans with Persistent Post-Traumatic Headache.Journal of neurotrauma · 2025Observational
- Abnormal brain morphology and morphological brain network in adults with acute mild traumatic brain injury.Neuroreport · 2025Article
- Differential brainstem connectivity according to sex and menopausal status in healthy male and female individuals.Biology of sex differences · 2025Article
- Innovations in acute and chronic pain biomarkers: enhancing diagnosis and personalized therapy.Regional anesthesia and pain medicine · 2025Review
- Recovery from Mild Traumatic Brain Injury in the Nonathletic Population: A Systematic Review.Neurotrauma reports · 2025Review
- Prevalence of Headache Following Traumatic Brain Injury: A Systematic Review and Meta-Analysis.Neuropsychiatric disease and treatment · 2025Review
- Current and prospective roles of magnetic resonance imaging in mild traumatic brain injury.Brain communications · 2025Review
- Designer Receptor Exclusively Activated by Designer Drug (DREADD)-Mediated Activation of the Periaqueductal Gray Restores Nociceptive Descending Inhibition After Traumatic Brain Injury in Rats.Journal of neurotrauma · 2024Article
- The Brain Salience Network at the Intersection of Pain and Substance use Disorders: Insights from Functional Neuroimaging Research.Current addiction reports · 2024Review
- Mechanisms and treatments of chronic pain after traumatic brain injury.Neurochemistry international · 2023Review
- Current Evidence for Biological Biomarkers and Mechanisms Underlying Acute to Chronic Pain Transition across the Pediatric Age Spectrum.Journal of clinical medicine · 2023Article
Corrections and comments
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Authors and funding
15 authors at 5 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
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.
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