A novel magnetic resonance imaging score predicts neurodevelopmental outcome after perinatal asphyxia and therapeutic hypothermia
Open accessAbstract
OBJECTIVE: To assess the predictive value of a novel magnetic resonance imaging (MRI) score, which includes diffusion-weighted imaging as well as assessment of the deep grey matter, white matter, and cerebellum, for neurodevelopmental outcome at 2 years and school age among term infants with hypoxic-ischemic encephalopathy treated with therapeutic hypothermia. STUDY DESIGN: This retrospective cohort study (cohort 1, The Netherlands 2008-2014; cohort 2, Sweden 2007-2012) including infants born at >36 weeks of gestational age treated with therapeutic hypothermia who had an MRI in the first weeks of life. The MRI score consisted of 3 subscores: deep grey matter, white matter/cortex, and cerebellum. Primary adverse outcome was defined as death, cerebral palsy, Bayley Scales of Infant and Toddler Development, third edition, motor or cognitive composite scores at 2 years of <85, or IQ at school age of <85. RESULTS: In cohort 1 (n = 97) and cohort 2 (n = 76) the grey matter subscore was an independent predictor of adverse outcome at 2 years (cohort 1, OR, 1.6; 95% CI, 1.3-1.9; cohort 2, OR, 1.4; 95% CI, 1.2-1.6), and school age (cohort 1, OR, 1.3; 95% CI, 1.2-1.5; cohort 2, OR, 1.3; 95% CI, 1.1-1.6). The white matter and cerebellum subscore did not add to the predictive value. The positive predictive value, negative predictive value, and area under the curve for the grey matter subscore were all >0.83 in both cohorts, whereas the specificity was >0.91 with variable sensitivity. CONCLUSION: A novel MRI score, which includes diffusion-weighted imaging and assesses all brain areas of importance in infants with therapeutic hypothermia after perinatal asphyxia, has predictive value for outcome at 2 years of age and at school age, for which the grey matter subscore can be used independently.
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A single blinded subspecialty board-certified neuroradiologist with over 10 years of experience in neonatal imaging interpreted all the MRI images using the Weeke scoring system.
“A single blinded subspecialty board-certified neuroradiologist with over 10 years of experience in neonatal imaging interpreted all the MRI images using the Weeke scoring system (9).”
From Lab values in neonates with hypoxic ischemic encephalopathy over time during and after therapeutic hypothermia (2026) · cites this paper as [9]
Our findings demonstrated that pCO2, lactate, ALT, AST, pH, PT-INR, PTT and D-dimer were significantly associated with brain injury patterns as assessed using the Weeke scoring system.
“Our findings demonstrated that pCO2, lactate, ALT, AST, pH, PT-INR, PTT and D-dimer, were significantly associated with brain injury patterns as assessed using the Weeke scoring system (9).”
From Lab values in neonates with hypoxic ischemic encephalopathy over time during and after therapeutic hypothermia (2026) · cites this paper as [9]
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References 34 · Cited by 260
Research works printed but not linked: 3
- [17]Wechsler D. Dutch version of the WPPSI-III-NL: technical and interpretive manual 2nd ed 2010 Pearson Assessment and Information BV Amsterdam (the Netherlands)
- [18]Wechsler D. Wechsler intelligence scale for children. Svensk version 4th ed 2007 Pearson Assessment and Information BV Stockholm
- [28]Cheong J.L. Coleman L. Hunt R.W. Lee K.J. Doyle L.W. Inder T.E. Prognostic utility of magnetic resonance imaging in neonatal hypoxic-ischemic encephalopathy: substudy of a randomized trial Arch Pediatr Adolesc Med 166 2012 634 640 http://www.ncbi.nlm.nih.gov/pubmed/22751877 22751877
- Authors
- Weeke, L. C., Groenendaal, F., Mudigonda, K., Blennow, M., Lequin, M. H., Meiners, L. C., van Haastert, I. C., Benders, M. J., Hallberg, B., & de Vries, L. S.
- Affiliations
- Utrecht University (NL)
- Karolinska University Hospital (SE)
- University Medical Center Groningen (NL)
- ORCID
- Venue
- The Journal of Pediatrics
- Publisher
- Elsevier BV
- Published
- 2018-01
- Volume
- 192
- Pages
- 33-40.e2
- ISSN
- 0022-3476 (ISSN-L)
- PMC
- PMC5743051
- OpenAlex
- W2772935661
- Cited by
- 260
- References
- 34
- Citations by year
- 2026: 38 · 2025: 55 · 2024: 37 · 2023: 33 · 2022: 33 · 2021: 27 · 2020: 21 · 2019: 12 · 2018: 3
- FWCI
- 10.74
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- The Journal of Pediatrics (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Utrecht University Repository (Utrecht University) (submittedVersion, other-oa)
- University of Groningen research database (University of Groningen / Centre for Information Technology) (submittedVersion, cc-by)
- Funders
- European Community's 7th Framework Programme (241479)
- Wellcome Trust Strategic Translational Award (098983)
- Hjärnfonden (FO2014-0078)
- Topics
- Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Neonatal and fetal brain pathology
- Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Infant Development and Preterm Care
- Health Sciences › Medicine › Pediatrics, Perinatology and Child Health › Fetal and Pediatric Neurological Disorders
- Keywords
- perinatal asphyxia, hypoxic-ischemic encephalopathy, therapeutic hypothermia, neurodevelopmental outcomes, diffusion-weighted imaging, deep gray matter, white matter, cerebellum, cerebral palsy, term infants, outcome prediction
- MeSH terms
- Asphyxia Neonatorum, Brain, Cerebral Palsy, Child, Developmental Disabilities, Child, Preschool, Decision Support Techniques, Female, Follow-Up Studies, Humans, Hypothermia, Induced, Infant, Newborn, Male, Predictive Value of Tests, Retrospective Studies, Severity of Illness Index, Logistic Models, Treatment Outcome, Hypoxia-Ischemia, Brain, Diffusion Magnetic Resonance Imaging
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