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Updated: Jul 18, 2025

Early Pathological and Magnetic Resonance Detection of Cerebral Injury Using a Rat Model of Neonatal Hypoxic Ischemic Encephalopathy
Published on: October 28, 2022
Correlation of Different MRI Scoring Systems with Long-Term Cognitive Outcome in Cooled Asphyxiated Newborns
Ok-Hap Kang1, Peter Jahn1, Joachim G Eichhorn1
1Children's Hospital, Klinikum Leverkusen, 51375 Leverkusen, Germany.
Abstract:
(1) Background: Cerebral MRI plays a significant role in assessing the extent of brain injury in neonates with neonatal encephalopathy after perinatal asphyxia. Over the last decades, several MRI scoring systems were developed to enhance the predictive accuracy of MRI. The aim of this study was to validate the correlation of four established MRI scoring systems with cognitive long-term outcomes in cooled asphyxiated newborns. (2) Methods: Forty neonates with neonatal encephalopathy treated with therapeutic hypothermia were included in this retrospective study. The MRI scans from the second week of life were scored using four existing MRI scoring systems (Barkovich, NICHD, Rutherford, and Weeke). The patients' outcome was assessed with the Bayley Scales of Infant Development (BSID-III) at the age of 2 years. To evaluate the correlation between the MRI scoring system with the cognitive scores of BSID-III, the correlation coefficient was calculated for each scoring system. (3) Results: All four MRI scoring systems showed a significant correlation with the cognitive scores of BSID-III. The strongest correlation was found between the Weeke Score (r2 = 0.43), followed by the Rutherford score (r2 = 0.39), the NICHD score (r2 = 0.22), and the Barkovich score (r2 = 0.17). (4) Conclusion: Our study confirms previously published results in an independent cohort and indicates that the Weeke and Rutherford scores have the strongest correlation with the cognitive score of BSID-III in cooled asphyxiated newborns.
Insights
This study found that the Weeke and Rutherford MRI scoring systems best predict long-term cognitive outcomes in newborns with neonatal encephalopathy after perinatal asphyxia. These scores correlate strongly with cognitive development assessments at two years of age.
Area of Science:
- Neonatal neurology
- Pediatric neuroimaging
- Developmental neuroscience
Background:
- Cerebral MRI is crucial for evaluating brain injury in neonates with encephalopathy post-perinatal asphyxia.
- Several MRI scoring systems exist to improve predictive accuracy.
- Validating these systems against long-term outcomes is essential for clinical practice.
Purpose of the Study:
- To validate the correlation between four established MRI scoring systems and cognitive long-term outcomes.
- To assess the predictive accuracy of Barkovich, NICHD, Rutherford, and Weeke scores.
- To evaluate cognitive development in cooled asphyxiated newborns using the Bayley Scales of Infant Development (BSID-III).
Main Methods:
- Retrospective study of 40 neonates treated with therapeutic hypothermia for neonatal encephalopathy.
- MRI scans from the second week of life were scored using four established systems.
- Cognitive outcomes were assessed at 2 years using the BSID-III, with correlation coefficients calculated.
Main Results:
- All four MRI scoring systems demonstrated a significant correlation with BSID-III cognitive scores.
- The Weeke Score showed the strongest correlation (r² = 0.43), followed by the Rutherford score (r² = 0.39).
- The NICHD (r² = 0.22) and Barkovich (r² = 0.17) scores exhibited weaker correlations.
Conclusions:
- The study confirms previous findings in an independent cohort.
- Weeke and Rutherford MRI scoring systems show the strongest correlation with long-term cognitive outcomes in cooled asphyxiated newborns.
- These validated scoring systems can aid in predicting neurodevelopmental trajectories.

