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Chen RK, Zhang C, Lin JW, Shi WX, Li YR, Chen WJ, Cai NQ. Altered cortical functional networks in Wilson's Disease: A resting-state electroencephalogram study. Neurobiol Dis 2024; 202:106692. [PMID: 39370050 DOI: 10.1016/j.nbd.2024.106692] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2024] [Revised: 09/19/2024] [Accepted: 10/01/2024] [Indexed: 10/08/2024] Open
Abstract
The neuropsychiatric symptoms are common in Wilson's disease (WD) patients. However, it remains unclear about the associated functional brain networks. In this study, source localization-based functional connectivity analysis of close-eye resting-state electroencephalography (EEG) were implemented to assess the characteristics of functional networks in 17 WD patients with neurological involvements and 17 healthy controls (HCs). The weighted phase-lag index (wPLI) was subsequently calculated in source space across five different frequency bands and the resulting connectivity matrix was transformed into a weighted graph whose structure was measured by five graphical analysis indicators, which were finally correlated with clinical scores. Compared to HCs, WD patients revealed disconnected sub-networks in delta, theta and alpha bands. Moreover, WD patients exhibited significantly reduced global clustering coefficients and small-worldness in all five frequency bands. In WD group, the severity of neurological symptoms and structural brain abnormalities were significantly correlated with disrupted functional networks. In conclusion, our study demonstrated that functional network deficits in WD can reflect the severity of their neurological symptoms and structural brain abnormalities. Resting-state EEG may be used as a marker of brain injury in WD.
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Affiliation(s)
- Ru-Kai Chen
- Department of Neurology and Institute of Neurology, The First Affiliated Hospital of Fujian Medical University, Fuzhou 350005, China; Department of Neurology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou 350212, China
| | - Chan Zhang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou University, Zhengzhou 450000, Henan, China; NHC Key Laboratory of Prevention and Treatment of Cerebrovascular Diseases, Zhengzhou, Henan, China
| | - Jian-Wei Lin
- Department of Infectious Diseases, Xianyou County General Hospital, Putian 351200, China
| | - Wu-Xiang Shi
- Department of Fujian Provincial Key Lab of Medical Instrument and Pharmaceutical Technology, Fuzhou University, Fuzhou 350108, Fujian, China; College of Electrical Engineering and Automation, Fuzhou University, Fuzhou, Fujian 350108, China
| | - Yu-Rong Li
- Department of Fujian Provincial Key Lab of Medical Instrument and Pharmaceutical Technology, Fuzhou University, Fuzhou 350108, Fujian, China; College of Electrical Engineering and Automation, Fuzhou University, Fuzhou, Fujian 350108, China
| | - Wan-Jin Chen
- Department of Neurology and Institute of Neurology, The First Affiliated Hospital of Fujian Medical University, Fuzhou 350005, China; Department of Neurology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou 350212, China; Fujian Key Laboratory of Molecular Neurology, Fujian Medical University, Fuzhou 350005, China.
| | - Nai-Qing Cai
- Department of Neurology and Institute of Neurology, The First Affiliated Hospital of Fujian Medical University, Fuzhou 350005, China; Department of Neurology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou 350212, China; Fujian Key Laboratory of Molecular Neurology, Fujian Medical University, Fuzhou 350005, China.
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Hu S, Li C, Wang Y, Wei T, Wang X, Dong T, Yang Y, Ding Y, Qiu B, Yang W. Structural lesions and transcriptomic specializations shape gradient perturbations in Wilson disease. Brain Commun 2024; 6:fcae329. [PMID: 39372139 PMCID: PMC11450269 DOI: 10.1093/braincomms/fcae329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 05/27/2024] [Accepted: 09/23/2024] [Indexed: 10/08/2024] Open
Abstract
Functional dysregulations in multiple regions are caused by excessive copper deposition in the brain in Wilson disease (WD) patients. The genetic mechanism of WD is thought to involve the abnormal expression of ATP7B in the liver, whereas the biological and molecular processes involved in functional dysregulation within the brain remain unexplored. The objective of this study was to unravel the underpinnings of functional gradient perturbations underlying structural lesions and transcriptomic specializations in WD. In this study, we included 105 WD patients and 93 healthy controls who underwent structural and functional MRI assessments. We used the diffusion mapping embedding model to derive the functional connectome gradient and further employed gray matter volume to uncover structure-function decoupling for WD. Then, we used Neurosynth, clinical data, and whole-brain gene expression data to examine the meta-analytic cognitive function, clinical phenotypes, and transcriptomic specializations related to WD gradient alterations. Compared with controls, WD patients exhibited global topographic changes in the principal pramary-to-transmodal gradient. Meta-analytic terms and clinical characteristics were correlated with these gradient alterations in motor-related processing, higher-order cognition, neurological symptoms, and age. Spatial correlations revealed structure-function decoupling in multiple networks, especially in subcortical and visual networks. Within the cortex, the spatial association between gradient alterations and gene expression profiles has revealed transcriptomic specilizations in WD that display properties indicative of ion homeostasis, neural development, and motor control. Furthermore, for the first time, we characterized the role of the ATP7B gene in impacting subcortical function. The transcriptomic specializations of WD were also associated with other neurological and psychiatric disorders. Finally, we revealed that structural lesions and gradient perturbations may share similar transcriptomic specializations in WD. In conclusion, these findings bridged functional gradient perturbations to structural lesions and gene expression profiles in WD patients, possibly promoting our understanding of the neurobiological mechanisms underlying the emergence of complex neurological and psychiatric phenotypes.
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Affiliation(s)
- Sheng Hu
- Department of Electronic Engineering and Information Science, Medical Imaging Center, University of Science and Technology of China, Hefei, Anhui, 230026, China
- Institute of Advanced Technology, University of Science and Technology of China, Hefei, Anhui, 230094, China
- School of Medical Information Engineering, Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230012, China
| | - Chuanfu Li
- Medical Imaging Center, First Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China
| | - Yanming Wang
- Department of Electronic Engineering and Information Science, Medical Imaging Center, University of Science and Technology of China, Hefei, Anhui, 230026, China
| | - Taohua Wei
- Department of Neurology, First Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China
- Key Laboratory of Xinan Medicine of the Ministry of Education, Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China
| | - Xiaoxiao Wang
- Department of Electronic Engineering and Information Science, Medical Imaging Center, University of Science and Technology of China, Hefei, Anhui, 230026, China
| | - Ting Dong
- Department of Neurology, First Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China
- Key Laboratory of Xinan Medicine of the Ministry of Education, Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China
| | - Yulong Yang
- Department of Neurology, First Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China
- Key Laboratory of Xinan Medicine of the Ministry of Education, Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China
| | - Yufeng Ding
- Department of Neurology, First Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China
- Key Laboratory of Xinan Medicine of the Ministry of Education, Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China
| | - Bensheng Qiu
- Department of Electronic Engineering and Information Science, Medical Imaging Center, University of Science and Technology of China, Hefei, Anhui, 230026, China
- Institute of Advanced Technology, University of Science and Technology of China, Hefei, Anhui, 230094, China
| | - Wenming Yang
- Department of Neurology, First Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China
- Key Laboratory of Xinan Medicine of the Ministry of Education, Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China
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Hu S, Wei T, Li C, Wang X, Nguchu BA, Wang Y, Dong T, Yang Y, Ding Y, Qiu B, Yang W. Abnormalities in subcortical function and their treatment response in Wilson's disease. Neuroimage Clin 2024; 43:103618. [PMID: 38830274 PMCID: PMC11180346 DOI: 10.1016/j.nicl.2024.103618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Revised: 04/22/2024] [Accepted: 05/10/2024] [Indexed: 06/05/2024]
Abstract
Extensive neuroimaging abnormalities in subcortical regions build the pathophysiological basis of Wilson's disease (WD). Yet, subcortical topographic organization fails to articulate, leaving a huge gap in understanding the neural mechanism of WD. Thus, how functional abnormalities of WD subcortical regions influence complex clinical symptoms and response to treatment remain unknown. Using resting-state functional MRI data from 232 participants (including 130 WD patients and 102 healthy controls), we applied a connectivity-based parcellation technique to develop a subcortical atlas for WD. The atlas was further used to investigate abnormalities in subcortical function (ASF) by exploring intrasubcortical functional connectivity (FC) and topographic organization of cortico-subcortical FC. We further used support vector machine (SVM) to integrate these functional abnormalities into the ASF score, which serves as a biomarker for characterizing individual subcortical dysfunction for WD. Finally, the baseline ASF score and one-year treatment data of the follow-up WD patients were used to assess treatment response. A group set of subcortical parcellations was evaluated, in which 26 bilateral regions well recapitulated the anatomical nuclei of the subcortical areas of WD. The results of cortico-subcortical FC and intrasubcortical FC reveal that dysfunction of the somatomotor networks-lenticular nucleus-thalamic pathways is involved in complex symptoms of WD. The ASF score was able to characterize disease progression and was significantly associated with treatment response of WD. Our findings provide a comprehensive elaboration of functional abnormalities of WD subcortical regions and reveal their association with clinical presentations, improving our understanding of the functional neural underpinnings in WD. Furthermore, abnormalities in subcortical function could serve as a potential biomarker for understanding the disease progression and evaluating treatment response of WD.
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Affiliation(s)
- Sheng Hu
- Department of Neurology, The First Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China; Center for Biomedical Imaging, University of Science and Technology of China, Hefei, Anhui, 2300026, China; School of Medical Information Engineering, Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230012, China
| | - Taohua Wei
- Department of Neurology, The First Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China; Key Laboratory of Xin'an Medicine of the Ministry of Education, Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China
| | - Chuanfu Li
- Medical Imaging Center, The First Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China.
| | - Xiaoxiao Wang
- Center for Biomedical Imaging, University of Science and Technology of China, Hefei, Anhui, 2300026, China
| | | | - Yanming Wang
- Center for Biomedical Imaging, University of Science and Technology of China, Hefei, Anhui, 2300026, China
| | - Ting Dong
- Department of Neurology, The First Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China; Key Laboratory of Xin'an Medicine of the Ministry of Education, Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China
| | - Yulong Yang
- Department of Neurology, The First Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China
| | - Yufeng Ding
- Department of Neurology, The First Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China
| | - Bensheng Qiu
- Center for Biomedical Imaging, University of Science and Technology of China, Hefei, Anhui, 2300026, China.
| | - Wenming Yang
- Department of Neurology, The First Affiliated Hospital of Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China; Key Laboratory of Xin'an Medicine of the Ministry of Education, Anhui University of Traditional Chinese Medicine, Hefei, Anhui, 230031, China.
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Wang A, Dong T, Wei T, Wu H, Yang Y, Ding Y, Li C, Yang W. Large-scale networks changes in Wilson's disease associated with neuropsychiatric impairments: a resting-state functional magnetic resonance imaging study. BMC Psychiatry 2023; 23:805. [PMID: 37924073 PMCID: PMC10623710 DOI: 10.1186/s12888-023-05236-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2023] [Accepted: 09/29/2023] [Indexed: 11/06/2023] Open
Abstract
BACKGROUND In Wilson's disease (WD) patients, network connections across the brain are disrupted, affecting multidomain function. However, the details of this neuropathophysiological mechanism remain unclear due to the rarity of WD. In this study, we aimed to investigate alterations in brain network connectivity at the whole-brain level (both intra- and inter-network) in WD patients through independent component analysis (ICA) and the relationship between alterations in these brain network functional connections (FCs) and clinical neuropsychiatric features to understand the underlying pathophysiological and central compensatory mechanisms. METHODS Eighty-five patients with WD and age- and sex-matched 85 healthy control (HC) were recruited for resting-state functional magnetic resonance imaging (rs-fMRI) scanning. We extracted the resting-state networks (RSNs) using the ICA method, analyzed the changes of FC in these networks and the correlation between alterations in FCs and clinical neuropsychiatric features. RESULTS Compared with HC, WD showed widespread lower connectivity within RSNs, involving default mode network (DMN), frontoparietal network (FPN), somatomotor network (SMN), dorsal attention network (DAN), especially in patients with abnormal UWDRS scores. Furthermore, the decreased FCs in the left medial prefrontal cortex (L_ MPFC), left anterior cingulate gyrus (L_ACC), precuneus (PCUN)within DMN were negatively correlated with the Unified Wilson's Disease Rating Scale-neurological characteristic examination (UWDRS-N), and the decreased FCs in the L_MPFC, PCUN within DMN were negatively correlated with the Unified Wilson's Disease Rating Scale-psychiatric symptoms examination (UWDRS-P). We additionally discovered that the patients with WD exhibited significantly stronger FC between the FPN and DMN, between the DAN and DMN, and between the FPN and DAN compared to HC. CONCLUSIONS We have provided evidence that WD is a disease with widespread dysfunctional connectivity in resting networks in brain, leading to neurological features and psychiatric symptoms (e.g. higher-order cognitive control and motor control impairments). The alter intra- and inter-network in the brain may be the neural underpinnings for the neuropathological symptoms and the process of injury compensation in WD patients.
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Affiliation(s)
- Anqin Wang
- The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, 230031, Anhui, China
| | - Ting Dong
- The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, 230031, Anhui, China
- Xin 'an Institute of Medicine and Modernization of Traditional Chinese Medicine, Institute of Great Health, Hefei National Science Center, Hefei, China
- Key Laboratory of Xin'An Medicine, Ministry of Education, Hefei, China
| | - Taohua Wei
- The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, 230031, Anhui, China
- Xin 'an Institute of Medicine and Modernization of Traditional Chinese Medicine, Institute of Great Health, Hefei National Science Center, Hefei, China
- Key Laboratory of Xin'An Medicine, Ministry of Education, Hefei, China
| | - Hongli Wu
- School of Medical Information Engineering, Anhui University of Chinese Medicine, Hefei, 230012, Anhui, China
| | - Yulong Yang
- Xin 'an Institute of Medicine and Modernization of Traditional Chinese Medicine, Institute of Great Health, Hefei National Science Center, Hefei, China
- Key Laboratory of Xin'An Medicine, Ministry of Education, Hefei, China
- School of Medical Information Engineering, Anhui University of Chinese Medicine, Hefei, 230012, Anhui, China
| | - Yufeng Ding
- Xin 'an Institute of Medicine and Modernization of Traditional Chinese Medicine, Institute of Great Health, Hefei National Science Center, Hefei, China
- Key Laboratory of Xin'An Medicine, Ministry of Education, Hefei, China
- School of Medical Information Engineering, Anhui University of Chinese Medicine, Hefei, 230012, Anhui, China
| | - Chuanfu Li
- The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, 230031, Anhui, China.
| | - Wenming Yang
- The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, 230031, Anhui, China.
- Xin 'an Institute of Medicine and Modernization of Traditional Chinese Medicine, Institute of Great Health, Hefei National Science Center, Hefei, China.
- Key Laboratory of Xin'An Medicine, Ministry of Education, Hefei, China.
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Dysfunction of the Lenticular Nucleus Is Associated with Dystonia in Wilson's Disease. Brain Sci 2022; 13:brainsci13010007. [PMID: 36671989 PMCID: PMC9856696 DOI: 10.3390/brainsci13010007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Revised: 11/27/2022] [Accepted: 12/13/2022] [Indexed: 12/24/2022] Open
Abstract
Dysfunction of the lenticular nucleus is thought to contribute to neurological symptoms in Wilson's disease (WD). However, very little is known about whether and how the lenticular nucleus influences dystonia by interacting with the cerebral cortex and cerebellum. To solve this problem, we recruited 37 WD patients (20 men; age, 23.95 ± 6.95 years; age range, 12-37 years) and 37 age- and sex-matched healthy controls (HCs) (25 men; age, 25.19 ± 1.88 years; age range, 20-30 years), and each subject underwent resting-state functional magnetic resonance imaging (RS-fMRI) scans. The muscle biomechanical parameters and Unified Wilson Disease Rating Scale (UWDRS) were used to evaluate the level of dystonia and clinical representations, respectively. The lenticular nucleus, including the putamen and globus pallidus, was divided into 12 subregions according to dorsal, ventral, anterior and posterior localization and seed-based functional connectivity (FC) was calculated for each subregion. The relationships between FC changes in the lenticular nucleus with muscle tension levels and clinical representations were further investigated by correlation analysis. Dystonia was diagnosed by comparing all WD muscle biomechanical parameters with healthy controls (HCs). Compared with HCs, FC decreased from all subregions in the putamen except the right ventral posterior part to the middle cingulate cortex (MCC) and decreased FC of all subregions in the putamen except the left ventral anterior part to the cerebellum was observed in patients with WD. Patients with WD also showed decreased FC of the left globus pallidus primarily distributed in the MCC and cerebellum and illustrated decreased FC from the right globus pallidus to the cerebellum. FC from the putamen to the MCC was significantly correlated with psychiatric symptoms. FC from the putamen to the cerebellum was significantly correlated with muscle tension and neurological symptoms. Additionally, the FC from the globus pallidus to the cerebellum was also associated with muscle tension. Together, these findings highlight that lenticular nucleus-cerebellum circuits may serve as neural biomarkers of dystonia and provide implications for the neural mechanisms underlying dystonia in WD.
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Zhu L, Yin H, Wang Y, Yang W, Dong T, Xu L, Hou Z, Shi Q, Shen Q, Lin Z, Zhao H, Xu Y, Chen Y, Wu J, Yu Z, Wen M, Huang J. Disrupted topological organization of the motor execution network in Wilson's disease. Front Neurol 2022; 13:1029669. [PMID: 36479050 PMCID: PMC9721349 DOI: 10.3389/fneur.2022.1029669] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2022] [Accepted: 11/08/2022] [Indexed: 07/25/2023] Open
Abstract
OBJECTIVE There are a number of symptoms associated with Wilson's disease (WD), including motor function damage. The neuropathological mechanisms underlying motor impairments in WD are, however, little understood. In this study, we explored changes in the motor execution network topology in WD. METHODS We conducted resting-state functional magnetic resonance imaging (fMRI) on 38 right-handed individuals, including 23 WD patients and 15 healthy controls of the same age. Based on graph theory, a motor execution network was constructed and analyzed. In this study, global, nodal, and edge topological properties of motor execution networks were compared. RESULTS The global topological organization of the motor execution network in the two groups did not differ significantly across groups. In the cerebellum, WD patients had a higher nodal degree. At the edge level, a cerebello-thalamo-striato-cortical circuit with altered functional connectivity strength in WD patients was observed. Specifically, the strength of the functional connections between the cerebellum and thalamus increased, whereas the cortical-thalamic, cortical-striatum and cortical-cerebellar connections exhibited a decrease in the strength of the functional connection. CONCLUSION There is a disruption of the topology of the motor execution network in WD patients, which may be the potential basis for WD motor dysfunction and may provide important insights into neurobiological research related to WD motor dysfunction.
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Basal ganglia-orbitofrontal circuits are associated with prospective memory deficits in Wilson's disease. Brain Imaging Behav 2021; 16:141-150. [PMID: 34297310 DOI: 10.1007/s11682-021-00485-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/23/2021] [Indexed: 10/20/2022]
Abstract
Degenerative changes in the basal ganglia (BG) are thought to contribute to neurological symptoms in Wilson's disease (WD). However, very little is known about whether and how the BG have an influence on prospective memory (PM) by interacting with the cerebral cortex. Here, we employed structural magnetic resonance imaging to systematically examine the effect of volume atrophy of BG on cortical thickness and to evaluate the relationships between cortical thickness of regions associated with BG atrophy and PM performance in WD. Cortical thickness atrophy in the left temporal pole and medial frontal gyrus are not related to degenerative changes in BG. Cortical thickness in the left superior frontal gyrus and right orbitofrontal gyrus (ORB) have stronger correlations with volume atrophy of the left accumbens, pallidum, and putamen in WD when compared with healthy controls. Furthermore, the cortical thickness of the right ORB is not only significantly correlated with PM performance but can also distinguish the severity of PM impairment in WD. Additionally, the middle cingulate cortex was related to volume atrophy of the accumbens, and its cortical thickness has a significant positive correlation with event-based PM. Together, these findings highlight that BG-orbitofrontal circuits may serve as neural biomarkers of PM and provide implications for the neural mechanisms underlying cognitive impairment in WD.
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Abstract
Wilson's disease patients with neurological symptoms have motor symptoms and cognitive deficits, including frontal executive, visuospatial processing, and memory impairments. Although the brain structural abnormalities associated with Wilson's disease have been documented, it remains largely unknown how Wilson's disease affects large-scale functional brain networks. In this study, we investigated functional brain networks in Wilson's disease. Particularly, we analyzed resting state functional magnetic resonance images of 30 Wilson's disease patients and 26 healthy controls. First, functional brain networks for each participant were extracted using an independent component analysis method. Then, a computationally efficient pattern classification method was developed to identify discriminative brain functional networks associated with Wilson's disease. Experimental results indicated that Wilson's disease patients, compared with healthy controls, had altered large-scale functional brain networks, including the dorsal anterior cingulate cortex and basal ganglia network, the middle frontal gyrus, the dorsal striatum, the inferior parietal lobule, the precuneus, the temporal pole, and the posterior lobe of cerebellum. Classification models built upon these networks distinguished between neurological WD patients and HCs with accuracy up to 86.9% (specificity: 86.7%, sensitivity: 89.7%). The classification scores were correlated with the United Wilson's Disease Rating Scale measures and durations of disease of the patients. These results suggest that Wilson's disease patients have multiple aberrant brain functional networks, and classification scores derived from these networks are associated with severity of clinical symptoms.
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Tinaz S, Arora J, Nalamada K, Vives-Rodriguez A, Sezgin M, Robakis D, Patel A, Constable RT, Schilsky ML. Structural and functional brain changes in hepatic and neurological Wilson disease. Brain Imaging Behav 2020; 15:2269-2282. [PMID: 33244627 DOI: 10.1007/s11682-020-00420-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/09/2020] [Indexed: 12/14/2022]
Abstract
Wilson disease (WD) can manifest with hepatic or neuropsychiatric symptoms. Our understanding of the in vivo brain changes in WD, particularly in the hepatic phenotype, is limited. Thirty subjects with WD and 30 age- and gender-matched controls participated. WD group underwent neuropsychiatric assessment. Unified WD Rating Scale neurological exam scores were used to determine neurological (WDN, score > 0) and hepatic-only (WDH, score 0) subgroups. All subjects underwent 3 Tesla anatomical and resting-state functional MRI. Diffusion tensor imaging (DTI) and susceptibility-weighted imaging (SWI) were performed only in the WD group. Volumetric, DTI, and functional connectivity analyses were performed to determine between-group differences. WDN and WDH groups were matched in demographic and psychiatric profiles. The entire WD group compared to controls showed significant thinning in the bilateral superior frontal cortex. The WDN group compared to control and WDH groups showed prominent structural brain changes including significant striatal and thalamic atrophy, more subcortical hypointense lesions on SWI, and diminished white matter integrity in the bilateral anterior corona radiata and corpus callosum. However, the WDH group also showed significant white matter volume loss compared to controls. The functional connectivity between the frontostriatal nodes was significantly reduced in the WDN group, whereas that of the hippocampus was significantly increased in the WDH group compared to controls. In summary, structural and functional brain changes were present even in neurologically non-manifesting WD patients in this cross-sectional study. Longitudinal brain MRI scans may be useful as biomarkers for prognostication and optimization of treatment strategies in WD.
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Affiliation(s)
- Sule Tinaz
- Department of Neurology, Yale University School of Medicine, 15 York St, LCI Suite 710, New Haven, CT, 06510, USA. .,Clinical Neurosciences Imaging Center, Yale University School of Medicine, New Haven, CT, USA.
| | - Jagriti Arora
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT, USA
| | - Keerthana Nalamada
- Department of Neurology, Yale University School of Medicine, 15 York St, LCI Suite 710, New Haven, CT, 06510, USA
| | - Ana Vives-Rodriguez
- Department of Neurology, Yale University School of Medicine, 15 York St, LCI Suite 710, New Haven, CT, 06510, USA
| | - Mine Sezgin
- Department of Neurology, Yale University School of Medicine, 15 York St, LCI Suite 710, New Haven, CT, 06510, USA.,Istanbul Faculty of Medicine, Department of Neurology, Istanbul University, Istanbul, Turkey
| | - Daphne Robakis
- Department of Neurology, Yale University School of Medicine, 15 York St, LCI Suite 710, New Haven, CT, 06510, USA.,Department of Neurology, State University of New York Downstate College of Medicine, Brooklyn, NY, USA
| | - Amar Patel
- Department of Neurology, Yale University School of Medicine, 15 York St, LCI Suite 710, New Haven, CT, 06510, USA
| | - R Todd Constable
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT, USA
| | - Michael L Schilsky
- Departments of Medicine and Surgery, Sections of Digestive Diseases and Transplant and Immunology, Yale University School of Medicine, New Haven, CT, USA
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Hu S, Wu H, Xu C, Wang A, Wang Y, Shen T, Huang F, Kan H, Li C. Aberrant Coupling Between Resting-State Cerebral Blood Flow and Functional Connectivity in Wilson's Disease. Front Neural Circuits 2019; 13:25. [PMID: 31057370 PMCID: PMC6482267 DOI: 10.3389/fncir.2019.00025] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2018] [Accepted: 03/25/2019] [Indexed: 12/17/2022] Open
Abstract
Both abnormalities of resting-state cerebral blood flow (CBF) and functional connectivity in Wilson’s disease (WD) have been identified by several studies. Whether the coupling of CBF and functional connectivity is imbalanced in WD remains largely unknown. To assess this possibility, 27 patients with WD and 27 sex- and age-matched healthy controls were recruited to acquire functional MRI and arterial spin labeling imaging data. Functional connectivity strength (FCS) and CBF were calculated based on standard gray mask. Compared to healthy controls, the CBF–FCS correlations of patients with WD were significantly decreased in the basal ganglia and the cerebellum and slightly increased in the prefrontal cortex and thalamus. In contrast, decreased CBF of patients with WD occurred predominately in subcortical and cognitive- and emotion-related brain regions, including the basal ganglia, thalamus, insular, and inferior prefrontal cortex, whereas increased CBF occurred primarily in the temporal cortex. The FCS decrease in WD patients was predominately in the basal ganglia and thalamus, and the increase was primarily in the prefrontal cortex. These findings suggest that aberrant neurovascular coupling in the brain may be a possible neuropathological mechanism underlying WD.
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Affiliation(s)
- Sheng Hu
- Medical Information Engineering, Anhui University of Chinese Medicine, Hefei, China
| | - Hongli Wu
- Medical Information Engineering, Anhui University of Chinese Medicine, Hefei, China
| | - ChunSheng Xu
- Laboratory of Digital Medical Imaging, Medical Imaging Center, The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, China
| | - Anqin Wang
- Laboratory of Digital Medical Imaging, Medical Imaging Center, The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, China
| | - Yi Wang
- Medical Information Engineering, Anhui University of Chinese Medicine, Hefei, China
| | - Tongping Shen
- Medical Information Engineering, Anhui University of Chinese Medicine, Hefei, China
| | - Fangliang Huang
- Medical Information Engineering, Anhui University of Chinese Medicine, Hefei, China
| | - Hongxing Kan
- Medical Information Engineering, Anhui University of Chinese Medicine, Hefei, China
| | - Chuanfu Li
- Laboratory of Digital Medical Imaging, Medical Imaging Center, The First Affiliated Hospital of Anhui University of Chinese Medicine, Hefei, China
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Lekomtseva Y, Voloshyn-Gaponov I, Tatayna G. Targeting Higher Levels of Tau Protein in Ukrainian Patients with Wilson's Disease. Neurol Ther 2019; 8:59-68. [PMID: 30919250 PMCID: PMC6534629 DOI: 10.1007/s40120-019-0134-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Indexed: 01/24/2023] Open
Abstract
INTRODUCTION Wilson's disease (WD) is a rare genetic disorder of copper metabolism in which impaired copper homeostasis may enhance amyloid aggregation and trigger neurodegeneration. Tau protein is a highly soluble microtubule-associated phosphoprotein that plays a significant role in microtubule stabilization; it is also a critical component of neurotoxic degenerative mechanisms. Tau has been shown to be involved in neuronal degeneration and axonal damage, and impaired copper metabolism has been shown to be involved in copper intoxication and thus associated with the processes of neurodegeneration and cellular damage. We have therefore investigated tau protein as a potential marker of axonal impairment and neurodegeneration. METHODS Patients with WD (n = 47; mean age ± standard deviation [SD] 30.19 ± 7.87 years; mean disease duration : 10.06 ± 3.9 years) and healthy controls (HC; n = 30; mean age 29.6 ± 4.73 years) were tested for serum tau protein levels using an enzyme-linked immunosorbent assay method. All patients were receiving a stable penicillamine dose as ongoing therapy. RESULTS Patients with WD had a higher mean tau protein level than did the HC (221.7 ± 135.1 vs. 71.14 ± 20.56 pg/mL, p < 0.0001). Patients with WD also had abnormally high serum tau protein levels (t statistic 6.047, 95% confidence interval - 218.2 to - 95.86) in both the cerebral and hepatocerebral forms of WD, with patients having the cerebral form showing a tendency toward higher tau levels. We found that tau protein did not differ according to gender, disease duration, age at disease onset, ceruloplasmin serum level and copper serum level. CONCLUSION This study provides novel data revealing that high tau protein levels in WD patients could be a potential biomarker for axonal impairment and possible neuronal damage due to tau protein, leading to neurodegeneration in WD.
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Affiliation(s)
- Yevgeniya Lekomtseva
- Department of Neurology, State Institute of Neurology, Psychiatry and Narcology of the National Academy of Medical Sciences of Ukraine, Academic Pavlov Street, 46, 61068, Kharkiv, Ukraine. .,Department of Functional Neurosurgery and Paroxysmal States, State Institute of Neurology, Psychiatry and Narcology of the National Academy of Medical Sciences of Ukraine, Academic Pavlov Str, 46, 61068, Kharkiv, Ukraine.
| | - Ivan Voloshyn-Gaponov
- Department of Neurology, State Institute of Neurology, Psychiatry and Narcology of the National Academy of Medical Sciences of Ukraine, Academic Pavlov Street, 46, 61068, Kharkiv, Ukraine
| | - Gorbach Tatayna
- Department of Biochemistry, Kharkiv National Medical University, Avenue of Science, 4, Kharkiv, 61000, Ukraine
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Manara R, Di Nardo F, Salvalaggio A, Sinisi AA, Bonanni G, Palumbo V, Cantone E, Brunetti A, Di Salle F, D'errico A, Elefante A, Esposito F. Spectral signatures of mirror movements in the sensori-motor connectivity in kallmann syndrome. Hum Brain Mapp 2017; 39:42-53. [PMID: 28963812 DOI: 10.1002/hbm.23806] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2017] [Revised: 07/16/2017] [Accepted: 08/29/2017] [Indexed: 11/08/2022] Open
Abstract
Mirror movements (MM) might be observed in congenital and acquired neurodegenerative conditions but their anatomic-functional underpinnings are still largely elusive. This study investigated the spectral changes of resting-state functional connectivity in Kallmann Syndrome (hypogonadotropic hypogonadism with hypo/anosmia with or without congenital MM) searching for insights into the phenomenon of MM. Forty-four Kallmann syndrome patients (21 with MM) and 24 healthy control subjects underwent task (finger tapping) and resting-state functional MRI. The spatial pattern of task-related activations was used to mask regions and select putative motor networks in a spatially independent component analysis of resting-state signals. For each resting-state independent component time-course power spectrum, we extracted the relative contribution of four separate bands: slow-5 (0.01-0.027 Hz), slow-4 (0.027-0.073 Hz), slow-3 (0.073-0.198 Hz), slow-2 (0.198-0.25 Hz), and analyzed the variance between groups. For the sensorimotor network, the analysis revealed a significant group by frequency interaction (P = 0.002) pointing to a frequency shift in the spectral content among subgroups with lower slow-5 band and higher slow-3 band contribution in Kallmann patients with MM versus controls (P = 0.028) and with lower slow-5 band contribution between patients with and without MM (P = 0.057). In specific regions, as obtained from hand motor activation task analysis, spectral analyses demonstrated a lower slow-5 band contribution in Kallmann patients with MM versus both controls and patients without MM (P < 0.05). In Kallmann syndrome, the peculiar phenomenon of bimanual synkinesis is associated at rest with regionally and spectrally selective functional connectivity changes pointing to a distinctive cortical and subcortical functional reorganization. Hum Brain Mapp 39:42-53, 2018. © 2017 Wiley Periodicals, Inc.
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Affiliation(s)
- Renzo Manara
- Department of Medicine, Surgery and Dentistry, Scuola Medica Salernitana, University of Salerno, Baronissi, Salerno, Italy
| | - Federica Di Nardo
- Department of Medical, Surgical, neurological, Metabolic and aging sciences, Second University of Napoli, Italy
| | | | - Antonio Agostino Sinisi
- Department of Medical, Surgical, neurological, Metabolic and aging sciences, Second University of Napoli, Italy
| | | | | | - Elena Cantone
- Department of Neuroscience, ENT section, Università Federico II, Italy
| | - Arturo Brunetti
- Dipartimento di Scienze Biomediche Avanzate, Università Federico II, Napoli, Italy
| | - Francesco Di Salle
- Department of Medicine, Surgery and Dentistry, Scuola Medica Salernitana, University of Salerno, Baronissi, Salerno, Italy
| | - Arianna D'errico
- Dipartimento di Scienze Biomediche Avanzate, Università Federico II, Napoli, Italy
| | - Andrea Elefante
- Dipartimento di Scienze Biomediche Avanzate, Università Federico II, Napoli, Italy
| | - Fabrizio Esposito
- Department of Medicine, Surgery and Dentistry, Scuola Medica Salernitana, University of Salerno, Baronissi, Salerno, Italy
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Pauletti C, Mannarelli D, Locuratolo N, Pollini L, Currà A, Marinelli L, Rinalduzzi S, Fattapposta F. Attention in Parkinson's disease with fatigue: evidence from the attention network test. J Neural Transm (Vienna) 2016; 124:335-345. [PMID: 27783210 DOI: 10.1007/s00702-016-1637-z] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2016] [Accepted: 10/19/2016] [Indexed: 12/26/2022]
Abstract
Fatigue is a non-specific symptom that is common in chronic diseases and represents one of the most disabling symptoms in Parkinson's disease. PD patients often experience cognitive deficits related above all to executive functions. The relationship between cognitive changes and fatigue in PD patients has not been explored in depth. The Attention Network Test (ANT) is a rapid, widely used test to measure the efficiency of three attentional networks, i.e., alerting, orienting, and executive, by evaluating reaction times (RTs) in response to visual stimuli. To assess the association between fatigue and the efficiency of the attentional networks, according to the Posnerian view, ANT was administered to 15 parkinsonian patients with fatigue (PFS-16 > 2.95), 17 parkinsonian patients without fatigue, and 37 age- and sex-matched healthy controls. Anxiety, depression, quality of sleep, and quality of life were also assessed. Parkinsonian patients displayed significantly longer RTs and lower executive network efficiency than controls. Patients with fatigue displayed significantly lower executive network efficiency than patients without fatigue. Moreover, patients with fatigue exhibited a lower accuracy than either patients without fatigue or controls. Finally, patients without fatigue displayed a more efficient alerting network than either patients with fatigue or controls. Although the pathogenesis of fatigue is multifactorial, our results indicate that fatigue may be closely related to an alteration of the striato-thalamo-cortical loop connecting the neostriatum to the prefrontal cortex, which is also responsible for the executive dysfunction that is typical of Parkinson's disease.
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Affiliation(s)
- Caterina Pauletti
- Department of Neurology and Psychiatry, Sapienza University of Rome, Viale dell'Università 30, 00185, Rome, Italy. .,Vaclav Vojta Rehabilitation Center, Via Pincherle 186, 00146, Rome, Italy.
| | - Daniela Mannarelli
- Department of Neurology and Psychiatry, Sapienza University of Rome, Viale dell'Università 30, 00185, Rome, Italy
| | - Nicoletta Locuratolo
- Department of Neurology and Psychiatry, Sapienza University of Rome, Viale dell'Università 30, 00185, Rome, Italy
| | - Luca Pollini
- Department of Neurology and Psychiatry, Sapienza University of Rome, Viale dell'Università 30, 00185, Rome, Italy
| | - Antonio Currà
- Academic Neurologic Unit, A. Fiorini Hospital, Sapienza University of Rome, Terracina, LT, Italy
| | - Lucio Marinelli
- Department of Neurosciences Rehabilitation Ophthalmology Genetics Maternal and Child Health (DiNOGMI), Institute of Neurology, University of Genova, Largo Daneo 3, 16132, Genova, Italy
| | - Steno Rinalduzzi
- Neurology and Neurophysiopathology Unit, Sandro Pertini Hospital, Rome, Italy
| | - Francesco Fattapposta
- Department of Neurology and Psychiatry, Sapienza University of Rome, Viale dell'Università 30, 00185, Rome, Italy
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