Cargando…
Abnormal Intrinsic Brain Activity and Neuroimaging-Based fMRI Classification in Patients With Herpes Zoster and Postherpetic Neuralgia
Objective: Neuroimaging studies on neuropathic pain have discovered abnormalities in brain structure and function. However, the brain pattern changes from herpes zoster (HZ) to postherpetic neuralgia (PHN) remain unclear. The present study aimed to compare the brain activity between HZ and PHN patie...
Autores principales: | , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7642867/ https://www.ncbi.nlm.nih.gov/pubmed/33192967 http://dx.doi.org/10.3389/fneur.2020.532110 |
_version_ | 1783606167153410048 |
---|---|
author | Huang, Jiabin Li, Yongxin Xie, Huijun Yang, Shaomin Jiang, Changyu Sun, Wuping Li, Disen Liao, Yuliang Ba, Xiyuan Xiao, Lizu |
author_facet | Huang, Jiabin Li, Yongxin Xie, Huijun Yang, Shaomin Jiang, Changyu Sun, Wuping Li, Disen Liao, Yuliang Ba, Xiyuan Xiao, Lizu |
author_sort | Huang, Jiabin |
collection | PubMed |
description | Objective: Neuroimaging studies on neuropathic pain have discovered abnormalities in brain structure and function. However, the brain pattern changes from herpes zoster (HZ) to postherpetic neuralgia (PHN) remain unclear. The present study aimed to compare the brain activity between HZ and PHN patients and explore the potential neural mechanisms underlying cognitive impairment in neuropathic pain patients. Methods: Resting-state functional magnetic resonance imaging (MRI) was carried out among 28 right-handed HZ patients, 24 right-handed PHN patients, and 20 healthy controls (HC), using a 3T MRI system. The amplitude of low-frequency fluctuation (ALFF) was analyzed to detect the brain activity of the patients. Correlations between ALFF and clinical pain scales were assessed in two groups of patients. Differences in brain activity between groups were examined and used in a support vector machine (SVM) algorithm for the subjects' classification. Results: Spontaneous brain activity was reduced in both patient groups. Compared with HC, patients from both groups had decreased ALFF in the precuneus, posterior cingulate cortex, and middle temporal gyrus. Meanwhile, the neural activities of angular gyrus and middle frontal gyrus were lowered in HZ and PHN patients, respectively. Reduced ALFF in these regions was associated with clinical pain scales in PHN patients only. Using SVM algorithm, the decreased brain activity in these regions allowed for the classification of neuropathic pain patients (HZ and PHN) and HC. Moreover, HZ and PHN patients are also roughly classified by the same model. Conclusion: Our study indicated that mean ALFF values in these pain-related regions can be used as a functional MRI-based biomarker for the classification of subjects with different pain conditions. Altered brain activity might contribute to PHN-induced pain. |
format | Online Article Text |
id | pubmed-7642867 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-76428672020-11-13 Abnormal Intrinsic Brain Activity and Neuroimaging-Based fMRI Classification in Patients With Herpes Zoster and Postherpetic Neuralgia Huang, Jiabin Li, Yongxin Xie, Huijun Yang, Shaomin Jiang, Changyu Sun, Wuping Li, Disen Liao, Yuliang Ba, Xiyuan Xiao, Lizu Front Neurol Neurology Objective: Neuroimaging studies on neuropathic pain have discovered abnormalities in brain structure and function. However, the brain pattern changes from herpes zoster (HZ) to postherpetic neuralgia (PHN) remain unclear. The present study aimed to compare the brain activity between HZ and PHN patients and explore the potential neural mechanisms underlying cognitive impairment in neuropathic pain patients. Methods: Resting-state functional magnetic resonance imaging (MRI) was carried out among 28 right-handed HZ patients, 24 right-handed PHN patients, and 20 healthy controls (HC), using a 3T MRI system. The amplitude of low-frequency fluctuation (ALFF) was analyzed to detect the brain activity of the patients. Correlations between ALFF and clinical pain scales were assessed in two groups of patients. Differences in brain activity between groups were examined and used in a support vector machine (SVM) algorithm for the subjects' classification. Results: Spontaneous brain activity was reduced in both patient groups. Compared with HC, patients from both groups had decreased ALFF in the precuneus, posterior cingulate cortex, and middle temporal gyrus. Meanwhile, the neural activities of angular gyrus and middle frontal gyrus were lowered in HZ and PHN patients, respectively. Reduced ALFF in these regions was associated with clinical pain scales in PHN patients only. Using SVM algorithm, the decreased brain activity in these regions allowed for the classification of neuropathic pain patients (HZ and PHN) and HC. Moreover, HZ and PHN patients are also roughly classified by the same model. Conclusion: Our study indicated that mean ALFF values in these pain-related regions can be used as a functional MRI-based biomarker for the classification of subjects with different pain conditions. Altered brain activity might contribute to PHN-induced pain. Frontiers Media S.A. 2020-10-22 /pmc/articles/PMC7642867/ /pubmed/33192967 http://dx.doi.org/10.3389/fneur.2020.532110 Text en Copyright © 2020 Huang, Li, Xie, Yang, Jiang, Sun, Li, Liao, Ba and Xiao. http://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 | Neurology Huang, Jiabin Li, Yongxin Xie, Huijun Yang, Shaomin Jiang, Changyu Sun, Wuping Li, Disen Liao, Yuliang Ba, Xiyuan Xiao, Lizu Abnormal Intrinsic Brain Activity and Neuroimaging-Based fMRI Classification in Patients With Herpes Zoster and Postherpetic Neuralgia |
title | Abnormal Intrinsic Brain Activity and Neuroimaging-Based fMRI Classification in Patients With Herpes Zoster and Postherpetic Neuralgia |
title_full | Abnormal Intrinsic Brain Activity and Neuroimaging-Based fMRI Classification in Patients With Herpes Zoster and Postherpetic Neuralgia |
title_fullStr | Abnormal Intrinsic Brain Activity and Neuroimaging-Based fMRI Classification in Patients With Herpes Zoster and Postherpetic Neuralgia |
title_full_unstemmed | Abnormal Intrinsic Brain Activity and Neuroimaging-Based fMRI Classification in Patients With Herpes Zoster and Postherpetic Neuralgia |
title_short | Abnormal Intrinsic Brain Activity and Neuroimaging-Based fMRI Classification in Patients With Herpes Zoster and Postherpetic Neuralgia |
title_sort | abnormal intrinsic brain activity and neuroimaging-based fmri classification in patients with herpes zoster and postherpetic neuralgia |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7642867/ https://www.ncbi.nlm.nih.gov/pubmed/33192967 http://dx.doi.org/10.3389/fneur.2020.532110 |
work_keys_str_mv | AT huangjiabin abnormalintrinsicbrainactivityandneuroimagingbasedfmriclassificationinpatientswithherpeszosterandpostherpeticneuralgia AT liyongxin abnormalintrinsicbrainactivityandneuroimagingbasedfmriclassificationinpatientswithherpeszosterandpostherpeticneuralgia AT xiehuijun abnormalintrinsicbrainactivityandneuroimagingbasedfmriclassificationinpatientswithherpeszosterandpostherpeticneuralgia AT yangshaomin abnormalintrinsicbrainactivityandneuroimagingbasedfmriclassificationinpatientswithherpeszosterandpostherpeticneuralgia AT jiangchangyu abnormalintrinsicbrainactivityandneuroimagingbasedfmriclassificationinpatientswithherpeszosterandpostherpeticneuralgia AT sunwuping abnormalintrinsicbrainactivityandneuroimagingbasedfmriclassificationinpatientswithherpeszosterandpostherpeticneuralgia AT lidisen abnormalintrinsicbrainactivityandneuroimagingbasedfmriclassificationinpatientswithherpeszosterandpostherpeticneuralgia AT liaoyuliang abnormalintrinsicbrainactivityandneuroimagingbasedfmriclassificationinpatientswithherpeszosterandpostherpeticneuralgia AT baxiyuan abnormalintrinsicbrainactivityandneuroimagingbasedfmriclassificationinpatientswithherpeszosterandpostherpeticneuralgia AT xiaolizu abnormalintrinsicbrainactivityandneuroimagingbasedfmriclassificationinpatientswithherpeszosterandpostherpeticneuralgia |