Cargando…

Apolipoprotein ɛ4 Status and Brain Structure 12 Months after Mild Traumatic Injury: Brain Age Prediction Using Brain Morphometry and Diffusion Tensor Imaging

Background: Apolipoprotein E (APOE) ɛ4 is associated with poor outcome following moderate to severe traumatic brain injury (TBI). There is a lack of studies investigating the influence of APOE ɛ4 on intracranial pathology following mild traumatic brain injury (MTBI). This study explores the associat...

Descripción completa

Detalles Bibliográficos
Autores principales: Hellstrøm, Torgeir, Andelic, Nada, de Lange, Ann-Marie G., Helseth, Eirik, Eiklid, Kristin, Westlye, Lars T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7865561/
https://www.ncbi.nlm.nih.gov/pubmed/33499167
http://dx.doi.org/10.3390/jcm10030418
_version_ 1783647875101622272
author Hellstrøm, Torgeir
Andelic, Nada
de Lange, Ann-Marie G.
Helseth, Eirik
Eiklid, Kristin
Westlye, Lars T.
author_facet Hellstrøm, Torgeir
Andelic, Nada
de Lange, Ann-Marie G.
Helseth, Eirik
Eiklid, Kristin
Westlye, Lars T.
author_sort Hellstrøm, Torgeir
collection PubMed
description Background: Apolipoprotein E (APOE) ɛ4 is associated with poor outcome following moderate to severe traumatic brain injury (TBI). There is a lack of studies investigating the influence of APOE ɛ4 on intracranial pathology following mild traumatic brain injury (MTBI). This study explores the association between APOE ɛ4 and MRI measures of brain age prediction, brain morphometry, and diffusion tensor imaging (DTI). Methods: Patients aged 16 to 65 with acute MTBI admitted to the trauma center were included. Multimodal MRI was performed 12 months after injury and associated with APOE ɛ4 status. Corrections for multiple comparisons were done using false discovery rate (FDR). Results: Of included patients, 123 patients had available APOE, volumetric, and DTI data of sufficient quality. There were no differences between APOE ɛ4 carriers (39%) and non-carriers in demographic and clinical data. Age prediction revealed high accuracy both for the DTI-based and the brain morphometry based model. Group comparisons revealed no significant differences in brain-age gap between ɛ4 carriers and non-carriers, and no significant differences in conventional measures of brain morphometry and volumes. Compared to non-carriers, APOE ɛ4 carriers showed lower fractional anisotropy (FA) in the hippocampal part of the cingulum bundle, which did not remain significant after FDR adjustment. Conclusion: APOE ɛ4 carriers might be vulnerable to reduced neuronal integrity in the cingulum. Larger cohort studies are warranted to replicate this finding.
format Online
Article
Text
id pubmed-7865561
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-78655612021-02-07 Apolipoprotein ɛ4 Status and Brain Structure 12 Months after Mild Traumatic Injury: Brain Age Prediction Using Brain Morphometry and Diffusion Tensor Imaging Hellstrøm, Torgeir Andelic, Nada de Lange, Ann-Marie G. Helseth, Eirik Eiklid, Kristin Westlye, Lars T. J Clin Med Article Background: Apolipoprotein E (APOE) ɛ4 is associated with poor outcome following moderate to severe traumatic brain injury (TBI). There is a lack of studies investigating the influence of APOE ɛ4 on intracranial pathology following mild traumatic brain injury (MTBI). This study explores the association between APOE ɛ4 and MRI measures of brain age prediction, brain morphometry, and diffusion tensor imaging (DTI). Methods: Patients aged 16 to 65 with acute MTBI admitted to the trauma center were included. Multimodal MRI was performed 12 months after injury and associated with APOE ɛ4 status. Corrections for multiple comparisons were done using false discovery rate (FDR). Results: Of included patients, 123 patients had available APOE, volumetric, and DTI data of sufficient quality. There were no differences between APOE ɛ4 carriers (39%) and non-carriers in demographic and clinical data. Age prediction revealed high accuracy both for the DTI-based and the brain morphometry based model. Group comparisons revealed no significant differences in brain-age gap between ɛ4 carriers and non-carriers, and no significant differences in conventional measures of brain morphometry and volumes. Compared to non-carriers, APOE ɛ4 carriers showed lower fractional anisotropy (FA) in the hippocampal part of the cingulum bundle, which did not remain significant after FDR adjustment. Conclusion: APOE ɛ4 carriers might be vulnerable to reduced neuronal integrity in the cingulum. Larger cohort studies are warranted to replicate this finding. MDPI 2021-01-22 /pmc/articles/PMC7865561/ /pubmed/33499167 http://dx.doi.org/10.3390/jcm10030418 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Hellstrøm, Torgeir
Andelic, Nada
de Lange, Ann-Marie G.
Helseth, Eirik
Eiklid, Kristin
Westlye, Lars T.
Apolipoprotein ɛ4 Status and Brain Structure 12 Months after Mild Traumatic Injury: Brain Age Prediction Using Brain Morphometry and Diffusion Tensor Imaging
title Apolipoprotein ɛ4 Status and Brain Structure 12 Months after Mild Traumatic Injury: Brain Age Prediction Using Brain Morphometry and Diffusion Tensor Imaging
title_full Apolipoprotein ɛ4 Status and Brain Structure 12 Months after Mild Traumatic Injury: Brain Age Prediction Using Brain Morphometry and Diffusion Tensor Imaging
title_fullStr Apolipoprotein ɛ4 Status and Brain Structure 12 Months after Mild Traumatic Injury: Brain Age Prediction Using Brain Morphometry and Diffusion Tensor Imaging
title_full_unstemmed Apolipoprotein ɛ4 Status and Brain Structure 12 Months after Mild Traumatic Injury: Brain Age Prediction Using Brain Morphometry and Diffusion Tensor Imaging
title_short Apolipoprotein ɛ4 Status and Brain Structure 12 Months after Mild Traumatic Injury: Brain Age Prediction Using Brain Morphometry and Diffusion Tensor Imaging
title_sort apolipoprotein ɛ4 status and brain structure 12 months after mild traumatic injury: brain age prediction using brain morphometry and diffusion tensor imaging
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7865561/
https://www.ncbi.nlm.nih.gov/pubmed/33499167
http://dx.doi.org/10.3390/jcm10030418
work_keys_str_mv AT hellstrømtorgeir apolipoproteinɛ4statusandbrainstructure12monthsaftermildtraumaticinjurybrainagepredictionusingbrainmorphometryanddiffusiontensorimaging
AT andelicnada apolipoproteinɛ4statusandbrainstructure12monthsaftermildtraumaticinjurybrainagepredictionusingbrainmorphometryanddiffusiontensorimaging
AT delangeannmarieg apolipoproteinɛ4statusandbrainstructure12monthsaftermildtraumaticinjurybrainagepredictionusingbrainmorphometryanddiffusiontensorimaging
AT helsetheirik apolipoproteinɛ4statusandbrainstructure12monthsaftermildtraumaticinjurybrainagepredictionusingbrainmorphometryanddiffusiontensorimaging
AT eiklidkristin apolipoproteinɛ4statusandbrainstructure12monthsaftermildtraumaticinjurybrainagepredictionusingbrainmorphometryanddiffusiontensorimaging
AT westlyelarst apolipoproteinɛ4statusandbrainstructure12monthsaftermildtraumaticinjurybrainagepredictionusingbrainmorphometryanddiffusiontensorimaging