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Abnormal regional signal in the left cerebellum as a potential neuroimaging biomarker of sudden sensorineural hearing loss

OBJECTIVE: While prior reports have characterized visible changes in neuroimaging findings in individuals suffering from sudden sensorineural hearing loss (SSNHL), the utility of regional homogeneity (ReHo) as a means of diagnosing SSNHL has yet to be established. The present study was thus conducte...

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Autores principales: Liu, Lei, Fan, Jun, Zhan, Hui, Huang, Junli, Cao, Rui, Xiang, Xiaoran, Tian, Shuai, Ren, Hongwei, Tong, Miao, Li, Qian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9354585/
https://www.ncbi.nlm.nih.gov/pubmed/35935421
http://dx.doi.org/10.3389/fpsyt.2022.967391
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author Liu, Lei
Fan, Jun
Zhan, Hui
Huang, Junli
Cao, Rui
Xiang, Xiaoran
Tian, Shuai
Ren, Hongwei
Tong, Miao
Li, Qian
author_facet Liu, Lei
Fan, Jun
Zhan, Hui
Huang, Junli
Cao, Rui
Xiang, Xiaoran
Tian, Shuai
Ren, Hongwei
Tong, Miao
Li, Qian
author_sort Liu, Lei
collection PubMed
description OBJECTIVE: While prior reports have characterized visible changes in neuroimaging findings in individuals suffering from sudden sensorineural hearing loss (SSNHL), the utility of regional homogeneity (ReHo) as a means of diagnosing SSNHL has yet to be established. The present study was thus conducted to assess ReHo abnormalities in SSNHL patients and to establish whether these abnormalities offer value as a diagnostic neuroimaging biomarker of SSNHL through a support vector machine (SVM) analysis approach. METHODS: Resting-state functional magnetic resonance imaging (rs-fMRI) analyses of 27 SSNHL patients and 27 normal controls were conducted, with the resultant imaging data then being analyzed based on a combination of ReHo and SVM approaches. RESULTS: Relative to normal control individuals, patients diagnosed with SSNHL exhibited significant reductions in ReHo values in the left cerebellum, bilateral inferior temporal gyrus (ITG), left superior temporal pole (STP), right parahippocampal gyrus (PHG), left posterior cingulum cortex (PCC), and right superior frontal gyrus (SFG). SVM analyses suggested that reduced ReHo values in the left cerebellum were associated with high levels of diagnostic accuracy (96.30%, 52/54), sensitivity (92.59%, 25/27), and specificity (100.00%, 27/27) when distinguishing between SSNHL patients and control individuals. CONCLUSION: These data suggest that SSNHL patients exhibit abnormal resting-state neurological activity, with changes in the ReHo of the left cerebellum offering value as a diagnostic neuroimaging biomarker associated with this condition.
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spelling pubmed-93545852022-08-06 Abnormal regional signal in the left cerebellum as a potential neuroimaging biomarker of sudden sensorineural hearing loss Liu, Lei Fan, Jun Zhan, Hui Huang, Junli Cao, Rui Xiang, Xiaoran Tian, Shuai Ren, Hongwei Tong, Miao Li, Qian Front Psychiatry Psychiatry OBJECTIVE: While prior reports have characterized visible changes in neuroimaging findings in individuals suffering from sudden sensorineural hearing loss (SSNHL), the utility of regional homogeneity (ReHo) as a means of diagnosing SSNHL has yet to be established. The present study was thus conducted to assess ReHo abnormalities in SSNHL patients and to establish whether these abnormalities offer value as a diagnostic neuroimaging biomarker of SSNHL through a support vector machine (SVM) analysis approach. METHODS: Resting-state functional magnetic resonance imaging (rs-fMRI) analyses of 27 SSNHL patients and 27 normal controls were conducted, with the resultant imaging data then being analyzed based on a combination of ReHo and SVM approaches. RESULTS: Relative to normal control individuals, patients diagnosed with SSNHL exhibited significant reductions in ReHo values in the left cerebellum, bilateral inferior temporal gyrus (ITG), left superior temporal pole (STP), right parahippocampal gyrus (PHG), left posterior cingulum cortex (PCC), and right superior frontal gyrus (SFG). SVM analyses suggested that reduced ReHo values in the left cerebellum were associated with high levels of diagnostic accuracy (96.30%, 52/54), sensitivity (92.59%, 25/27), and specificity (100.00%, 27/27) when distinguishing between SSNHL patients and control individuals. CONCLUSION: These data suggest that SSNHL patients exhibit abnormal resting-state neurological activity, with changes in the ReHo of the left cerebellum offering value as a diagnostic neuroimaging biomarker associated with this condition. Frontiers Media S.A. 2022-07-22 /pmc/articles/PMC9354585/ /pubmed/35935421 http://dx.doi.org/10.3389/fpsyt.2022.967391 Text en Copyright © 2022 Liu, Fan, Zhan, Huang, Cao, Xiang, Tian, Ren, Tong and Li. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychiatry
Liu, Lei
Fan, Jun
Zhan, Hui
Huang, Junli
Cao, Rui
Xiang, Xiaoran
Tian, Shuai
Ren, Hongwei
Tong, Miao
Li, Qian
Abnormal regional signal in the left cerebellum as a potential neuroimaging biomarker of sudden sensorineural hearing loss
title Abnormal regional signal in the left cerebellum as a potential neuroimaging biomarker of sudden sensorineural hearing loss
title_full Abnormal regional signal in the left cerebellum as a potential neuroimaging biomarker of sudden sensorineural hearing loss
title_fullStr Abnormal regional signal in the left cerebellum as a potential neuroimaging biomarker of sudden sensorineural hearing loss
title_full_unstemmed Abnormal regional signal in the left cerebellum as a potential neuroimaging biomarker of sudden sensorineural hearing loss
title_short Abnormal regional signal in the left cerebellum as a potential neuroimaging biomarker of sudden sensorineural hearing loss
title_sort abnormal regional signal in the left cerebellum as a potential neuroimaging biomarker of sudden sensorineural hearing loss
topic Psychiatry
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9354585/
https://www.ncbi.nlm.nih.gov/pubmed/35935421
http://dx.doi.org/10.3389/fpsyt.2022.967391
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