Abnormal Intrinsic Brain Activity and Neuroimaging-Based fMRI Classification in Patients With Herpes Zoster and Postherpetic Neuralgia

被引:22
作者
Huang, Jiabin [1 ,2 ]
Li, Yongxin [3 ]
Xie, Huijun [3 ]
Yang, Shaomin [1 ,2 ]
Jiang, Changyu [1 ,2 ]
Sun, Wuping [1 ,2 ]
Li, Disen [1 ,2 ]
Liao, Yuliang [1 ,2 ]
Ba, Xiyuan [1 ,2 ]
Xiao, Lizu [1 ,2 ]
机构
[1] Huazhong Univ Sci & Technol, Union Shenzhen Hosp, Dept Pain Med, Shenzhen, Peoples R China
[2] Huazhong Univ Sci & Technol, Union Shenzhen Hosp, Shenzhen Municipal Key Lab Pain Med, Shenzhen, Peoples R China
[3] Jinan Univ, Sch Tradit Chinese Med, Formula Pattern Res Ctr, Guangzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
herpes zoster; postherpetic neuralgia; neuropathic pain; resting-state fMRI; aptitude of low-frequency fluctuation (ALFF); support vector machine; RESTING-STATE FMRI; DEFAULT-MODE; FUNCTIONAL CONNECTIVITY; NEUROPATHIC PAIN; CORTEX; MODULATION; MATTER; MECHANISMS; PRECUNEUS; CINGULATE;
D O I
10.3389/fneur.2020.532110
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
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.
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页数:10
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