Related Experiment Video
Updated: May 2, 2026

Biomarkers in an Animal Model for Revealing Neural, Hematologic, and Behavioral Correlates of PTSD
Published on: October 10, 2012
Biological Markers of Brain Network Connectivity and Pain Sensitivity Distinguish Low Coping from High Coping
Katrina S Monroe1, Dawn M Schiehser2,3, Aaron W Parr4
1School of Physical Therapy, College of Health and Human Services, San Diego State University, San Diego, California, USA.
None:
Headache is the most common pain complaint following mild traumatic brain injury. Roughly half of those with persistent post-traumatic headache (PPTH) also report neck pain, which is associated with greater severity and functional impact of headache. This observational cohort study aimed to identify biological phenotypes to help inform mechanism-based approaches in the management of PPTH with co-occurring neck pain. Thirty-three military veterans [mean (standard deviation) = 37 ± 16 years, 29 males] with PPTH completed a clinical assessment, quantitative sensory testing, and magnetic resonance imaging of the brain and cervical spine. Multidimensional phenotyping was performed using a Random Forest analysis and Partitioning Around Medoids clustering of input features from three biological domains: (1) resting state functional connectivity (rsFC) of the periaqueductal gray (PAG), (2) quality and size of cervical muscles, and (3) mechanical pain sensitivity and modulation. Two subgroups were distinguished by biological features that included forehead pressure pain threshold and rsFC between the PAG and selected nodes within the default mode, salience, and sensorimotor networks. Compared to the High Pain Coping group, the Low Pain Coping group exhibited higher pain-related anxiety (p = 0.009), higher pain catastrophizing (p = 0.004), lower pain self-efficacy (p = 0.010), and greater headache-related disability (p = 0.012). Although limited by a modest sample size, findings suggest that greater functional connectivity of pain modulation networks involving the PAG combined with impairments in craniofacial pain sensitivity, but not cervical muscle health, distinguish a clinically important subgroup of individuals with PPTH who are less able to cope with pain and more severely impacted by headache.
More Related Videos
10:43Developing Neuroimaging Phenotypes of the Default Mode Network in PTSD: Integrating the Resting State, Working Memory, and Structural Connectivity
Published on: July 1, 2014
08:33Author Spotlight: Methodologies and Advancements of Chronic Pain Management Research
Published on: January 5, 2024
Related Concept Videos
Nociception
Blood and Nerve Supply to the Bones
Nutrient Artery
The nutrient artery is the main blood vessel that enters the diaphysis via the nutrient foramen. While most long bones have only one nutrient foramen, large bones, such as the femur, may have two. This...
Neurogenesis and Regeneration of Nervous Tissue
Pain
Post-traumatic Stress Disorder
Symptoms and Behavioral Manifestations
A spectrum of distressing symptoms characterizes PTSD. Recurrent flashbacks, where individuals involuntarily relive traumatic events,...
Traumatic Brain Injury l: Introduction