Can We Predict Functional Outcome in Neonates with Hypoxic Ischemic Encephalopathy by the Combination of Neuroimaging and Electroencephalography?

Authors

Tania Nanavati, West Virginia University
Nirupama Seemaladinne, West Virginia University
Michael Regier, West Virginia University
Panitan Yossuck, West Virginia University
Paola Pergami, West Virginia University

Document Type

Article

Publication Date

2015

College/Unit

School of Medicine

Department/Program/Center

Pediatrics

Abstract

Background

Neonatal hypoxic ischemic encephalopathy (HIE) is a major cause of mortality, morbidity, and long-term neurological deficits. Despite the availability of neuroimaging and neurophysiological testing, tools for accurate early diagnosis and prediction of developmental outcome are still lacking. The goal of this study was to determine if combined use of magnetic resonance imaging (MRI) and electroencephalography (EEG) findings could support outcome prediction.

Methods

We retrospectively reviewed records of 17 HIE neonates, classified brain MRI and EEG findings based on severity, and assessed clinical outcome up to 48 months. We determined the relation between MRI/EEG findings and clinical outcome.

Results

We demonstrated a significant relationship between MRI findings and clinical outcome (Fisher's exact test, p = 0.017). EEG provided no additional information about the outcome beyond that contained in the MRI score. The statistical model for outcome prediction based on random forests suggested that EEG readings at 24 hours and 72 hours could be important variables for outcome prediction, but this needs to be investigated further.

Conclusion

Caution should be used when discussing prognosis for neonates with mild-to-moderate HIE based on early MR imaging and EEG findings. A robust, quantitative marker of HIE severity that allows for accurate prediction of long-term outcome, particularly for mild-to-moderate cases, is still needed.

Digital Commons Citation

Nanavati, Tania; Seemaladinne, Nirupama; Regier, Michael; Yossuck, Panitan; and Pergami, Paola, "Can We Predict Functional Outcome in Neonates with Hypoxic Ischemic Encephalopathy by the Combination of Neuroimaging and Electroencephalography?" (2015). Faculty & Staff Scholarship. 2214.
https://researchrepository.wvu.edu/faculty_publications/2214

Source Citation

Nanavati, T., Seemaladinne, N., Regier, M., Yossuck, P., & Pergami, P. (2015). Can We Predict Functional Outcome in Neonates with Hypoxic Ischemic Encephalopathy by the Combination of Neuroimaging and Electroencephalography? Pediatrics & Neonatology, 56(5), 307–316. https://doi.org/10.1016/j.pedneo.2014.12.005