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White Matter Metabolite Ratios Predict Cognitive Outcome in Pediatric Traumatic Brain Injury
Luke Berger1, Barbara Holshouser2, Joy G Nichols3
1School of Medicine, Loma Linda University, Loma Linda, CA 92354, USA.
Metabolites
|July 29, 2023
Summary
Metabolite ratios in pediatric traumatic brain injury (TBI) predict long-term cognitive function. Acute changes in brain metabolite ratios correlate with intelligence, attention, and memory at 12 months post-injury.
Area of Science:
- Neuroscience
- Biochemistry
- Pediatric Neurology
Background:
- Traumatic brain injury (TBI) in children can lead to lasting cognitive deficits.
- Assessing neuronal metabolism changes is crucial for understanding TBI prognosis.
- Magnetic Resonance Spectroscopic Imaging (MRSI) offers a non-invasive method to evaluate brain metabolites.
Purpose of the Study:
- To investigate the prognostic capability of global white matter and gray matter metabolite ratios after pediatric TBI.
- To examine the relationship between these metabolite ratios and neuropsychological outcomes at 12 months post-injury.
- To identify longitudinal changes in brain metabolite ratios following pediatric TBI.
Main Methods:
- Utilized 3D proton MRSI in pediatric TBI patients (complicated mild, moderate, severe) and controls.
- Acquired MRSI data acutely (6-18 days) and 12 months post-injury.
- Employed global linear regression with co-registered MRSI and MRI data to analyze metabolite ratios.
Main Results:
- Acutely, TBI groups showed significantly lower gray matter NAA/Cr, white matter NAA/Cr, and white matter NAA/Cho ratios compared to controls.
- Gray matter NAA/Cho was reduced only in the severe TBI group acutely.
- All metabolite ratios normalized by 12 months post-injury, but acute NAA ratios correlated with 12-month IQ, attention, and memory assessments.
Conclusions:
- Global white matter and gray matter metabolite ratios reflect longitudinal neuronal metabolism changes post-TBI.
- Acute metabolite ratios can predict long-term neuropsychological outcomes in pediatric TBI survivors.
- MRSI-derived metabolite ratios offer valuable prognostic markers for pediatric TBI.
Keywords:
global linear regressionmagnetic resonance spectroscopypediatrictissue segmentationtraumatic brain injury
