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Investigations on Alterations of Hippocampal Circuit Function Following Mild Traumatic Brain Injury
Published on: November 19, 2012
Hippocampal subfield alterations in pediatric patients with post-traumatic stress disorder
Lei Li1, Nanfang Pan1, Lianqing Zhang1
1Huaxi MR Research Center (HMRRC), Department of Radiology, West China Hospital of Sichuan University, Chengdu 610041, China.
Insights
This study found reduced right presubiculum and hippocampal tail volumes in children with post-traumatic stress disorder (PTSD). These hippocampal subfield changes may help distinguish PTSD in pediatric patients.
Area of Science:
- Neuroscience
- Psychiatry
- Medical Imaging
Background:
- The hippocampus is crucial in post-traumatic stress disorder (PTSD) pathophysiology.
- Pediatric studies on hippocampus subfield volumes in PTSD are limited.
Purpose of the Study:
- Investigate hippocampal subfield volumes and functional connectivity in traumatized children with and without PTSD.
- Explore the diagnostic potential of these neuroanatomical features for pediatric PTSD.
Main Methods:
- Automated segmentation for hippocampal subfield volume analysis.
- Machine learning (random forest classifiers) for diagnostic discrimination.
- Analysis of subfield-centered functional connectivity.
Main Results:
- Significant volume reductions observed in the right presubiculum (8.4%) and hippocampal tail (9.7%) in children with PTSD compared to controls.
- These subfields were key discriminators, achieving 69% classification accuracy and 81% specificity.
- Altered functional connectivity between the (pre)subiculum and inferior frontal gyrus was noted.
Conclusions:
- Hippocampal subfield volume reductions in the presubiculum and hippocampal tail are associated with PTSD in children.
- These anatomical findings show potential for discriminating pediatric PTSD.
- Altered connectivity may contribute to fear circuitry dysfunction and PTSD symptoms.
Abstract:
The hippocampus, a key structure with distinct subfield functions, is strongly implicated in the pathophysiology of post-traumatic stress disorder (PTSD); however, few studies of hippocampus subfields in PTSD have focused on pediatric patients. We therefore investigated the hippocampal subfield volume using an automated segmentation method and explored the subfield-centered functional connectivity aberrations related to the anatomical changes, in a homogenous population of traumatized children with and without PTSD. To investigate the potential diagnostic value in individual patients, we used a machine learning approach to identify features with significant discriminative power for diagnosis of PTSD using random forest classifiers. Compared to controls, we found significant mean volume reductions of 8.4% and 9.7% in the right presubiculum and hippocampal tail in patients, respectively. These two subfields' volumes were the most significant contributors to group discrimination, with a mean classification accuracy of 69% and a specificity of 81%. These anatomical alterations, along with the altered functional connectivity between (pre)subiculum and inferior frontal gyrus, may underlie deficits in fear circuitry leading to dysfunction of fear extinction and episodic memory, causally important in post-traumatic symptoms such as hypervigilance and re-experience. For the first time, we suggest that hippocampal subfield volumes might be useful in discriminating traumatized children with and without PTSD.
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