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Early Pathological and Magnetic Resonance Detection of Cerebral Injury Using a Rat Model of Neonatal Hypoxic Ischemic Encephalopathy
Published on: October 28, 2022
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Wavelet-based neurovascular coupling can predict brain abnormalities in neonatal encephalopathy.
Yudhajit Das1, Rachel L Leon2, Hanli Liu1
1Department of Bioengineering, University of Texas at Arlington, Arlington, TX, USA.
Neuroimage. Clinical
|October 29, 2021
Summary
Neurovascular coupling (NVC) measured in the first 24 hours of life can predict abnormal brain MRI in neonates with hypoxic-ischemic encephalopathy (HIE). This method shows promise as an early biomarker for HIE outcomes.
Area of Science:
- Neonatal neurology
- Biomarkers of brain injury
- Neurophysiology
Background:
- Hypoxic-ischemic encephalopathy (HIE) is a major cause of neonatal mortality and morbidity.
- Current methods for predicting HIE outcomes early are limited.
- There is a need for real-time physiologic biomarkers to guide therapy.
Purpose of the Study:
- To evaluate if neurovascular coupling (NVC) calculated within 24 hours of birth can predict abnormal brain MRI in neonatal HIE.
- To assess the utility of wavelet transform coherence (WTC) analysis of NIRS and aEEG for NVC assessment.
Main Methods:
- Simultaneous recording of aEEG and cerebral tissue oxygen saturation (SctO2) for 24 hours post-birth.
- Wavelet transform coherence (WTC) analysis to quantify NVC (R²).
- Comparison of NVC metrics between neonates with normal and abnormal brain MRIs.
Main Results:
- Significant differences in SctO2-aEEG coherence (p=0.0007) were observed in the very low-frequency range between normal and abnormal MRI groups.
- WTC-based NVC analysis demonstrated an AUC of 0.808 for predicting brain injury.
- NVC prediction showed higher sensitivity and specificity compared to the Total Sarnat score.
Conclusions:
- Neurovascular coupling (NVC) is a promising neurophysiological biomarker for predicting HIE outcomes.
- Early NVC assessment using WTC analysis is superior to the Total Sarnat score in predicting abnormal brain MRI in neonatal HIE.

