Cargando…

Voxel-Wise Analysis of Diffusion Tensor Imaging for Clinical Outcome of Cochlear Implantation: Retrospective Study

OBJECTIVES: To evaluate retrospectively, the possible difference in diffusion tensor imaging (DTI) metric of fractional anisotropy (FA) between good and poor surgical outcome cochlear implantation (CI) patients using investigator-independent voxel-wise analysis. METHODS: Eighteen patients (11 males,...

Descripción completa

Detalles Bibliográficos
Autores principales: Chang, Yongmin, Lee, Hye-Ryung, Paik, Jong-Soo, Lee, Kyu-Yup, Lee, Sang-Heun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Korean Society of Otorhinolaryngology-Head and Neck Surgery 2012
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3369980/
https://www.ncbi.nlm.nih.gov/pubmed/22701772
http://dx.doi.org/10.3342/ceo.2012.5.S1.S37
_version_ 1782235123045892096
author Chang, Yongmin
Lee, Hye-Ryung
Paik, Jong-Soo
Lee, Kyu-Yup
Lee, Sang-Heun
author_facet Chang, Yongmin
Lee, Hye-Ryung
Paik, Jong-Soo
Lee, Kyu-Yup
Lee, Sang-Heun
author_sort Chang, Yongmin
collection PubMed
description OBJECTIVES: To evaluate retrospectively, the possible difference in diffusion tensor imaging (DTI) metric of fractional anisotropy (FA) between good and poor surgical outcome cochlear implantation (CI) patients using investigator-independent voxel-wise analysis. METHODS: Eighteen patients (11 males, 7 females; mean age, 5.9 years) with profound sensorineural hearing loss underwent DTI scans using a 3.0 Tesla magnetic resonance scanner. Among the 18 patients, 10 patients with categories of auditory performance (CAP) score over 6 were classified into the good outcome group and 8 patients with CAP score below 6 were classified into the poor outcome group. The diffusion tensor scalar measure was calculated from the eigenvalues of the tensor on a voxel-by-voxel basis from each subject and two-sample t-test evaluation between good and poor outcome subjects were performed for each voxel of FA values, across the entire brain, with a voxel-wise intensity threshold of P<0.0005 (uncorrected) and a contiguous cluster size of 64 voxels. Individual values of FA were measured by using the region-of-interest based analysis for correlation analysis with CAP scores, open sentence and open word scores. RESULTS: Two-sample t-test evaluation using SPM voxel-wise analysis found significantly higher FA values at the several brain areas including Broca's area, genu of the corpus callosum, and auditory tract in good outcome subjects compared to poor outcome subjects. Correlation analyses between FA and CAP scores, open sentence and open word scores revealed strong correlations at medial geniculate nucleus, Broca's area, genu of the corpus callosum and auditory tract. CONCLUSION: Investigator-independent voxel-based analysis of DTI image demonstrated that good outcome subjects showed better neural integrity at brain areas associated with language and auditory functions, suggesting that the conservation of microstructural integrity of these brain areas is important. Preoperative functional imaging may be helpful for CI.
format Online
Article
Text
id pubmed-3369980
institution National Center for Biotechnology Information
language English
publishDate 2012
publisher Korean Society of Otorhinolaryngology-Head and Neck Surgery
record_format MEDLINE/PubMed
spelling pubmed-33699802012-06-13 Voxel-Wise Analysis of Diffusion Tensor Imaging for Clinical Outcome of Cochlear Implantation: Retrospective Study Chang, Yongmin Lee, Hye-Ryung Paik, Jong-Soo Lee, Kyu-Yup Lee, Sang-Heun Clin Exp Otorhinolaryngol Original Article OBJECTIVES: To evaluate retrospectively, the possible difference in diffusion tensor imaging (DTI) metric of fractional anisotropy (FA) between good and poor surgical outcome cochlear implantation (CI) patients using investigator-independent voxel-wise analysis. METHODS: Eighteen patients (11 males, 7 females; mean age, 5.9 years) with profound sensorineural hearing loss underwent DTI scans using a 3.0 Tesla magnetic resonance scanner. Among the 18 patients, 10 patients with categories of auditory performance (CAP) score over 6 were classified into the good outcome group and 8 patients with CAP score below 6 were classified into the poor outcome group. The diffusion tensor scalar measure was calculated from the eigenvalues of the tensor on a voxel-by-voxel basis from each subject and two-sample t-test evaluation between good and poor outcome subjects were performed for each voxel of FA values, across the entire brain, with a voxel-wise intensity threshold of P<0.0005 (uncorrected) and a contiguous cluster size of 64 voxels. Individual values of FA were measured by using the region-of-interest based analysis for correlation analysis with CAP scores, open sentence and open word scores. RESULTS: Two-sample t-test evaluation using SPM voxel-wise analysis found significantly higher FA values at the several brain areas including Broca's area, genu of the corpus callosum, and auditory tract in good outcome subjects compared to poor outcome subjects. Correlation analyses between FA and CAP scores, open sentence and open word scores revealed strong correlations at medial geniculate nucleus, Broca's area, genu of the corpus callosum and auditory tract. CONCLUSION: Investigator-independent voxel-based analysis of DTI image demonstrated that good outcome subjects showed better neural integrity at brain areas associated with language and auditory functions, suggesting that the conservation of microstructural integrity of these brain areas is important. Preoperative functional imaging may be helpful for CI. Korean Society of Otorhinolaryngology-Head and Neck Surgery 2012-04 2012-04-30 /pmc/articles/PMC3369980/ /pubmed/22701772 http://dx.doi.org/10.3342/ceo.2012.5.S1.S37 Text en Copyright © 2012 by Korean Society of Otorhinolaryngology-Head and Neck Surgery. http://creativecommons.org/licenses/by-nc/3.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/3.0) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Article
Chang, Yongmin
Lee, Hye-Ryung
Paik, Jong-Soo
Lee, Kyu-Yup
Lee, Sang-Heun
Voxel-Wise Analysis of Diffusion Tensor Imaging for Clinical Outcome of Cochlear Implantation: Retrospective Study
title Voxel-Wise Analysis of Diffusion Tensor Imaging for Clinical Outcome of Cochlear Implantation: Retrospective Study
title_full Voxel-Wise Analysis of Diffusion Tensor Imaging for Clinical Outcome of Cochlear Implantation: Retrospective Study
title_fullStr Voxel-Wise Analysis of Diffusion Tensor Imaging for Clinical Outcome of Cochlear Implantation: Retrospective Study
title_full_unstemmed Voxel-Wise Analysis of Diffusion Tensor Imaging for Clinical Outcome of Cochlear Implantation: Retrospective Study
title_short Voxel-Wise Analysis of Diffusion Tensor Imaging for Clinical Outcome of Cochlear Implantation: Retrospective Study
title_sort voxel-wise analysis of diffusion tensor imaging for clinical outcome of cochlear implantation: retrospective study
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3369980/
https://www.ncbi.nlm.nih.gov/pubmed/22701772
http://dx.doi.org/10.3342/ceo.2012.5.S1.S37
work_keys_str_mv AT changyongmin voxelwiseanalysisofdiffusiontensorimagingforclinicaloutcomeofcochlearimplantationretrospectivestudy
AT leehyeryung voxelwiseanalysisofdiffusiontensorimagingforclinicaloutcomeofcochlearimplantationretrospectivestudy
AT paikjongsoo voxelwiseanalysisofdiffusiontensorimagingforclinicaloutcomeofcochlearimplantationretrospectivestudy
AT leekyuyup voxelwiseanalysisofdiffusiontensorimagingforclinicaloutcomeofcochlearimplantationretrospectivestudy
AT leesangheun voxelwiseanalysisofdiffusiontensorimagingforclinicaloutcomeofcochlearimplantationretrospectivestudy