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Quantification of structural changes in the corpus callosumin children with profound hypoxic–ischaemic brain injury

BACKGROUND: Birth-related acute profound hypoxic–ischaemic brain injury has specific patterns of damage including the paracentral lobules. OBJECTIVE: To test the hypothesis that there is anatomically coherent regional volume loss of the corpus callosum as a result of this hemispheric abnormality. MA...

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Autores principales: Stivaros, Stavros M., Radon, Mark R., Mileva, Reneta, Connolly, Daniel J. A., Cowell, Patricia E., Hoggard, Nigel, Wright, Neville B., Tang, Vivian, Gledson, Ann, Batty, Ruth, Keane, John A., Griffiths, Paul D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4706576/
https://www.ncbi.nlm.nih.gov/pubmed/26403618
http://dx.doi.org/10.1007/s00247-015-3444-3
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author Stivaros, Stavros M.
Radon, Mark R.
Mileva, Reneta
Connolly, Daniel J. A.
Cowell, Patricia E.
Hoggard, Nigel
Wright, Neville B.
Tang, Vivian
Gledson, Ann
Batty, Ruth
Keane, John A.
Griffiths, Paul D.
author_facet Stivaros, Stavros M.
Radon, Mark R.
Mileva, Reneta
Connolly, Daniel J. A.
Cowell, Patricia E.
Hoggard, Nigel
Wright, Neville B.
Tang, Vivian
Gledson, Ann
Batty, Ruth
Keane, John A.
Griffiths, Paul D.
author_sort Stivaros, Stavros M.
collection PubMed
description BACKGROUND: Birth-related acute profound hypoxic–ischaemic brain injury has specific patterns of damage including the paracentral lobules. OBJECTIVE: To test the hypothesis that there is anatomically coherent regional volume loss of the corpus callosum as a result of this hemispheric abnormality. MATERIALS AND METHODS: 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. RESULTS: 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. CONCLUSION: 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.
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spelling pubmed-47065762016-01-18 Quantification of structural changes in the corpus callosumin children with profound hypoxic–ischaemic brain injury Stivaros, Stavros M. Radon, Mark R. Mileva, Reneta Connolly, Daniel J. A. Cowell, Patricia E. Hoggard, Nigel Wright, Neville B. Tang, Vivian Gledson, Ann Batty, Ruth Keane, John A. Griffiths, Paul D. Pediatr Radiol Original Article BACKGROUND: Birth-related acute profound hypoxic–ischaemic brain injury has specific patterns of damage including the paracentral lobules. OBJECTIVE: To test the hypothesis that there is anatomically coherent regional volume loss of the corpus callosum as a result of this hemispheric abnormality. MATERIALS AND METHODS: 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. RESULTS: 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. CONCLUSION: 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. Springer Berlin Heidelberg 2015-09-24 2016 /pmc/articles/PMC4706576/ /pubmed/26403618 http://dx.doi.org/10.1007/s00247-015-3444-3 Text en © The Author(s) 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Original Article
Stivaros, Stavros M.
Radon, Mark R.
Mileva, Reneta
Connolly, Daniel J. A.
Cowell, Patricia E.
Hoggard, Nigel
Wright, Neville B.
Tang, Vivian
Gledson, Ann
Batty, Ruth
Keane, John A.
Griffiths, Paul D.
Quantification of structural changes in the corpus callosumin children with profound hypoxic–ischaemic brain injury
title Quantification of structural changes in the corpus callosumin children with profound hypoxic–ischaemic brain injury
title_full Quantification of structural changes in the corpus callosumin children with profound hypoxic–ischaemic brain injury
title_fullStr Quantification of structural changes in the corpus callosumin children with profound hypoxic–ischaemic brain injury
title_full_unstemmed Quantification of structural changes in the corpus callosumin children with profound hypoxic–ischaemic brain injury
title_short Quantification of structural changes in the corpus callosumin children with profound hypoxic–ischaemic brain injury
title_sort quantification of structural changes in the corpus callosumin children with profound hypoxic–ischaemic brain injury
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4706576/
https://www.ncbi.nlm.nih.gov/pubmed/26403618
http://dx.doi.org/10.1007/s00247-015-3444-3
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