Quantification of structural changes in the corpus callosumin children with profound hypoxic-ischaemic brain injury
Creators
- 1. University of Manchester, Centre for Imaging Sciences, Institute of Population Health, Manchester (United Kingdom)
- 2. Manchester Academic Health Science Centre, Academic Unit of Paediatric Radiology, Royal Manchester Children's Hospital, Central Manchester University Hospitals NHS Foundation Trust, Manchester (United Kingdom)
- 3. The Walton Centre NHS Foundation Trust, Department of Neuroradiology, Liverpool (United Kingdom)
- 4. University of Manchester, School of Computer Science, Manchester (United Kingdom)
- 5. Sheffield Children's Hospital NHS Foundation Trust, Department of Neuroradiology, Sheffield (United Kingdom)
- 6. University of Sheffield, Department of Human Communication Sciences, Sheffield (United Kingdom)
- 7. University of Sheffield, Academic Unit of Radiology, Sheffield (United Kingdom)
Description
Birth-related acute profound hypoxic-ischaemic brain injury has specific patterns of damage including the paracentral lobules. To test the hypothesis that there is anatomically coherent regional volume loss of the corpus callosum as a result of this hemispheric abnormality. Study subjects included 13 children with proven acute profound hypoxic-ischaemic brain injury and 13 children with developmental delay but no brain abnormalities. A computerised system divided the corpus callosum into 100 segments, measuring each width. Principal component analysis grouped the widths into contiguous anatomical regions. We conducted analysis of variance of corpus callosum widths as well as support vector machine stratification into patient groups. There was statistically significant narrowing of the mid-posterior body and genu of the corpus callosum in children with hypoxic-ischaemic brain injury. Support vector machine analysis yielded over 95% accuracy in patient group stratification using the corpus callosum centile widths. Focal volume loss is seen in the corpus callosum of children with hypoxic-ischaemic brain injury secondary to loss of commissural fibres arising in the paracentral lobules. Support vector machine stratification into the hypoxic-ischaemic brain injury group or the control group on the basis of corpus callosum width is highly accurate and points towards rapid clinical translation of this technique as a potential biomarker of hypoxic-ischaemic brain injury. (orig.)
Availability note (English)
Available from: http://dx.doi.org/10.1007/s00247-015-3444-3Additional details
Identifiers
Publishing Information
- Journal Title
- Pediatric Radiology
- Journal Volume
- 46
- Journal Issue
- 1
- Journal Page Range
- p. 73-81
- ISSN
- 0301-0449
- CODEN
- PDRYA5
INIS
- Country of Publication
- Germany
- Country of Input or Organization
- Germany
- INIS RN
- 47040404
- Subject category
- S62: RADIOLOGY AND NUCLEAR MEDICINE;
- Descriptors DEI
- ACCURACY; ANOXIA; BIOLOGICAL MARKERS; BLOOD CIRCULATION; BRAIN; CHILDREN; IMAGE PROCESSING; INJURIES; ISCHEMIA; NMR IMAGING; PEDIATRICS; RELAXATION TIME; STRATIFICATION; WEIGHTING FUNCTIONS
- Descriptors DEC
- AGE GROUPS; ANEMIAS; ANIMALS; BODY; CARDIOVASCULAR DISEASES; CENTRAL NERVOUS SYSTEM; DIAGNOSTIC TECHNIQUES; DISEASES; FUNCTIONS; HEMIC DISEASES; MAMMALS; MAN; MEDICINE; NERVOUS SYSTEM; ORGANS; PRIMATES; PROCESSING; SYMPTOMS; VASCULAR DISEASES; VERTEBRATES