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Liang Y, Cui B, Ye L, Yang B, Shan Y, Yang H, Ma L, Zhang M, Lu J. Comparison of the Correlation Between Cerebral [ 18F]FDG Metabolism as Assessed by Two Asymmetry Indices and Clinical Neurological Score in Patients with Ischemic Cerebrovascular Disease. Mol Imaging Biol 2025:10.1007/s11307-025-02002-7. [PMID: 40234299 DOI: 10.1007/s11307-025-02002-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2024] [Revised: 02/17/2025] [Accepted: 03/31/2025] [Indexed: 04/17/2025]
Abstract
PURPOSE Two types of asymmetry index (AI) have been utilized in evaluating cerebral function in ischemic cerebrovascular disease, however, few data exist on the differences between these AI measures. This study aimed to compare the two AIs in assessing PET cerebral metabolism and their correlation with clinical scales, to explore their potential value and applications in clinical settings. PROCEDURES Seventy patients diagnosed with subacute and chronic ischemic stroke were retrospectively analyzed. All patients underwent 2-deoxy- 2-[18F]fluoro-D-glucose ([18F]FDG) PET/MR scans and were assessed using the National Institutes of Health Stroke Scale (NIHSS) and the Modified Rankin Scale (mRS). Nineteen patients underwent a repeat [18F]FDG PET/MR scan one year later. Two voxel-wise AI methods, designated as AI1 and AI2, were calculated based on standardized uptake value ratio (SUVR). The hypometabolism on affected side assessed by different AI methods were compared. The correlations between the hypometabolism and the clinical scores were analyzed. RESULTS The volume and percentage of decreased [18F]FDG metabolism assessed by AI2 was larger than that obtained from AI1 (all p < 0.0001). The correlation coefficients between the clinical scores and the decreased metabolism in temporal and parietal lobes assessed by AI1 method were all higher than those from AI2. In addition, the improved follow-up patients showed more pronounced metabolic improvement as assessed by AI1. CONCLUSIONS The assessment of cerebral [18F]FDG metabolism in patients with unilateral internal carotid/middle cerebral artery steno-occlusion to reflect clinical neurological function using the AI1 method demonstrated superior performance in comparison to the AI2 method.
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Affiliation(s)
- Yuxin Liang
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital Capital Medical University, Changchun Steel 45 #, Beijing, 100053, Xicheng District, China
- Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Changchun Steel 45 #, Beijing, 100053, Xicheng District, China
| | - Bixiao Cui
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital Capital Medical University, Changchun Steel 45 #, Beijing, 100053, Xicheng District, China
- Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Changchun Steel 45 #, Beijing, 100053, Xicheng District, China
| | - Linlin Ye
- Department of Rehabilitation, Xuanwu Hospital, Capital Medical University, Beijing, 100053, China
| | - Bin Yang
- Department of Neurosurgery, Xuanwu Hospital Capital Medical University, Beijing, 100053, China
| | - Yi Shan
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital Capital Medical University, Changchun Steel 45 #, Beijing, 100053, Xicheng District, China
- Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Changchun Steel 45 #, Beijing, 100053, Xicheng District, China
| | - Hongwei Yang
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital Capital Medical University, Changchun Steel 45 #, Beijing, 100053, Xicheng District, China
- Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Changchun Steel 45 #, Beijing, 100053, Xicheng District, China
| | - Lei Ma
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital Capital Medical University, Changchun Steel 45 #, Beijing, 100053, Xicheng District, China
- Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Changchun Steel 45 #, Beijing, 100053, Xicheng District, China
| | - Miao Zhang
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital Capital Medical University, Changchun Steel 45 #, Beijing, 100053, Xicheng District, China.
- Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Changchun Steel 45 #, Beijing, 100053, Xicheng District, China.
| | - Jie Lu
- Department of Radiology and Nuclear Medicine, Xuanwu Hospital Capital Medical University, Changchun Steel 45 #, Beijing, 100053, Xicheng District, China.
- Key Laboratory of Magnetic Resonance Imaging and Brain Informatics, Changchun Steel 45 #, Beijing, 100053, Xicheng District, China.
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Johnston PR, Griffiths JD, Rokos L, McIntosh AR, Meltzer JA. Secondary thalamic dysfunction underlies abnormal large-scale neural dynamics in chronic stroke. Proc Natl Acad Sci U S A 2024; 121:e2409345121. [PMID: 39503890 PMCID: PMC11573628 DOI: 10.1073/pnas.2409345121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Accepted: 09/18/2024] [Indexed: 11/21/2024] Open
Abstract
Stroke causes pronounced and widespread slowing of neural activity. Despite decades of work exploring these abnormal neural dynamics and their associated functional impairments, their causes remain largely unclear. To close this gap in understanding, we applied a neurophysiological corticothalamic circuit model to simulate magnetoencephalography (MEG) power spectra recorded from chronic stroke patients. Comparing model-estimated physiological parameters to those of controls, patients demonstrated significantly lower intrathalamic inhibition in the lesioned hemisphere, despite the absence of direct damage to the thalamus itself. We hypothesized that this disinhibition could instead be related to secondary degeneration of the thalamus, for which growing evidence exists in the literature. Further analyses confirmed that spectral slowing correlated significantly with overall secondary degeneration of the ipsilesional thalamus, encompassing decreased thalamic volume, altered tissue microstructure, and decreased blood flow. Crucially, this relationship was mediated by model-estimated thalamic disinhibition, suggesting a causal link between secondary thalamic degeneration and abnormal brain dynamics via thalamic disinhibition. Finally, thalamic degeneration was correlated significantly with poorer cognitive and language outcomes, but not lesion volume, reinforcing that thalamus damage may account for additional individual variability in poststroke disability. Overall, our findings indicate that the frequently observed poststroke slowing reflects a disruption of corticothalamic circuit dynamics due to secondary thalamic dysfunction, and highlights the thalamus as an important target for understanding and potentially treating poststroke brain dysfunction.
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Affiliation(s)
- Phillip R. Johnston
- Department of Psychology, University of Toronto, Toronto, ONM5S 3G3, Canada
- Rotman Research Institute, Baycrest Health Sciences, Toronto, ONM6A 2E1, Canada
| | - John D. Griffiths
- Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ONM5T 1R8, Canada
- Institute of Medical Science, University of Toronto, Toronto, ONM5S 1A8, Canada
- Department of Psychiatry, University of Toronto, Toronto, ONM5T 1R8, Canada
- Institute of Biomedical Engineering, University of Toronto, Toronto, ONM5S 3G9, Canada
| | - Leanne Rokos
- Rotman Research Institute, Baycrest Health Sciences, Toronto, ONM6A 2E1, Canada
- Institute of Medical Science, University of Toronto, Toronto, ONM5S 1A8, Canada
| | - Anthony R. McIntosh
- Department of Biomedical Physiology and Kinesiology, Simon Fraser University, Burnaby, BCV5A 1S6, Canada
- Institute for Neuroscience and Neurotechnology, Simon Fraser University, Burnaby, BCV5A 1S6, Canada
| | - Jed A. Meltzer
- Department of Psychology, University of Toronto, Toronto, ONM5S 3G3, Canada
- Rotman Research Institute, Baycrest Health Sciences, Toronto, ONM6A 2E1, Canada
- Department of Speech-Language Pathology, University of Toronto, Toronto, ONM5G 1V7, Canada
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Liu Q, Liu Y, Zhang Y. Effects of Cerebellar Non-Invasive Stimulation on Neurorehabilitation in Stroke Patients: An Updated Systematic Review. Biomedicines 2024; 12:1348. [PMID: 38927555 PMCID: PMC11201496 DOI: 10.3390/biomedicines12061348] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 06/04/2024] [Accepted: 06/06/2024] [Indexed: 06/28/2024] Open
Abstract
The cerebellum is emerging as a promising target for noninvasive brain stimulation (NIBS). A systematic review was conducted to evaluate the effects of cerebellar NIBS on both motor and other symptoms in stroke rehabilitation, its impact on functional ability, and potential side effects (PROSPERO number: CRD42022365697). A systematic electronic database search was performed by using PubMed Central (PMC), EMBASE, and Web of Science, with a cutoff date of November 2023. Data extracted included study details, NIBS methodology, outcome measures, and results. The risk of bias in eligible studies was also assessed. Twenty-two clinical studies involving 1016 participants were finally included, with a focus on outcomes related to post-stroke motor recovery (gait and balance, muscle spasticity, and upper limb dexterity) and other functions (dysphagia and aphasia). Positive effects were observed, especially on motor functions like gait and balance. Some efficiency was also observed in dysphagia rehabilitation. However, findings on language recovery were preliminary and inconsistent. A slight improvement in functional ability was noted, with no serious adverse effects reported. Further studies are needed to explore the effects of cerebellar NIBS on post-stroke non-motor deficits and to understand how cerebellar engagement can facilitate more precise treatment strategies for stroke rehabilitation.
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Affiliation(s)
- Qi Liu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China
| | - Yang Liu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China
| | - Yumei Zhang
- Department of Rehabilitation, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing 100070, China
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Liu Q, Zhang Y, Liu C, Chen Y, Zhang Y. Reduced cerebral blood flow and cognitive dysfunction following isolated cerebellar infarction: two case reports. J Int Med Res 2024; 52:3000605241235848. [PMID: 38513145 PMCID: PMC10958817 DOI: 10.1177/03000605241235848] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Accepted: 02/12/2024] [Indexed: 03/23/2024] Open
Abstract
Cognitive impairment in focal cerebellar disorders has been widely recognized and is described as cerebellar cognitive affective syndrome (CCAS). However, the relationship between CCAS and crossed cerebello-cerebral diaschisis (CCD) has rarely been discussed. The present report describes the uncommon phenomenon of CCD in two cases with isolated cerebellar infarction, and discuss its contribution to cognitive impairment. Cognitive performance was examined using the CCAS scale and a battery of neuropsychological assessments. Moreover, the relative distribution of cerebral and cerebellar blood flow was measured using three-dimensional arterial spin labeling imaging. Case 1 showed deficits in general cognition and had impaired language, episodic memory, and executive function. Case 2 showed deficits in general cognition at baseline, and cognitive deterioration of visuospatial abilities, language, episodic memory, and executive function was observed at the 3-month follow-up. Both cases met the diagnosis criteria of CCAS. Reduced cerebral blood flow was observed in the cerebral hemisphere contralateral to the cerebellar infarction at baseline in Case 1, and at the 3-month follow-up in Case 2. The present report describes cognitive decline after isolated cerebellar infarction in combination with contralateral cerebral hypoperfusion, as measured using quantitative arterial spin labeling. One possible mechanism involves the functional depression of cerebello-cerebral pathways.
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Affiliation(s)
- Qi Liu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yingkui Zhang
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Chang Liu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Yu Chen
- China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
- Department of Neurology, Memory and Aging Center, University of California, San Francisco, San Francisco, USA
| | - Yumei Zhang
- Department of Rehabilitation, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
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Narne P, Phanithi PB. Role of NAD + and FAD in Ischemic Stroke Pathophysiology: An Epigenetic Nexus and Expanding Therapeutic Repertoire. Cell Mol Neurobiol 2023; 43:1719-1768. [PMID: 36180651 PMCID: PMC11412205 DOI: 10.1007/s10571-022-01287-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2022] [Accepted: 09/15/2022] [Indexed: 11/03/2022]
Abstract
The redox coenzymes viz., oxidized β-nicotinamide adenine dinucleotide (NAD+) and flavin adenine dinucleotide (FAD) by way of generation of optimal reducing power and cellular energy currency (ATP), control a staggering array of metabolic reactions. The prominent cellular contenders for NAD+ utilization, inter alia, are sirtuins (SIRTs) and poly(ADP-ribose) polymerase (PARP-1), which have been significantly implicated in ischemic stroke (IS) pathogenesis. NAD+ and FAD are also two crucial epigenetic enzyme-required metabolites mediating histone deacetylation and poly(ADP-ribosyl)ation through SIRTs and PARP-1 respectively, and demethylation through FAD-mediated lysine specific demethylase activity. These enzymes and post-translational modifications impinge on the components of neurovascular unit, primarily neurons, and elicit diverse functional upshots in an ischemic brain. These could be circumstantially linked with attendant cognitive deficits and behavioral outcomes in post-stroke epoch. Parsing out the contribution of NAD+/FAD-synthesizing and utilizing enzymes towards epigenetic remodeling in IS setting, together with their cognitive and behavioral associations, combined with possible therapeutic implications will form the crux of this review.
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Affiliation(s)
- Parimala Narne
- Department of Biotechnology and Bioinformatics, School of Life Sciences, University of Hyderabad, Hyderabad, Telangana State, 500046, India.
| | - Prakash Babu Phanithi
- Department of Biotechnology and Bioinformatics, School of Life Sciences, University of Hyderabad, Hyderabad, Telangana State, 500046, India.
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Sakurai K, Kaneda D, Morimoto S, Uchida Y, Inui S, Kimura Y, Kato T, Ito K, Hashizume Y. Asymmetric Cerebral Peduncle Atrophy: A Simple Diagnostic Clue for Distinguishing Frontotemporal Lobar Degeneration from Alzheimer's Disease. J Alzheimers Dis 2023; 95:1657-1665. [PMID: 37718809 DOI: 10.3233/jad-230441] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/19/2023]
Abstract
BACKGROUND Due to confusing clinicoradiological features such as amnestic symptoms and hippocampal atrophy in frontotemporal lobar degeneration (FTLD), antemortem differentiation between FTLD and Alzheimer's disease (AD) can be challenging. Although asymmetric atrophy of the cerebral peduncle is regarded as a representative imaging finding in some disorders of the FTLD spectrum, the utility of this finding has not been sufficiently evaluated for differentiating between FTLD and AD. OBJECTIVE This study aimed to explore the diagnostic performance of asymmetric cerebral peduncle atrophy on axial magnetic resonance imaging as a simple radiological discriminator between FTLD and AD. METHODS Seventeen patients with pathologically confirmed FTLD, including six with progressive supranuclear palsy, three with corticobasal degeneration, eight with TAR DNA-binding protein 43 (FTLD-TDP), and 11 with pathologically confirmed AD, were investigated. Quantitative indices representing the difference between the volumes of the bilateral cerebral peduncles (i.e., cerebral peduncular asymmetry index [CPAI]), the voxel-based specific regional analysis system for Alzheimer's disease (VSRAD) Z-score representing the degree of hippocampal atrophy, and semiquantitative visual analysis to evaluate the asymmetry of the cerebral peduncle (visual assessment of cerebral peduncular asymmetry: VACPA) were compared between the two groups. RESULTS Contrary to the VSRAD Z-score, the CPAI and VACPA scores demonstrated higher diagnostic performance in differentiating patients with FTLD from those with AD (areas under the receiver operating characteristic curve of 0.88, 082, and 0.60, respectively). CONCLUSIONS Quantitative and visual analytical techniques can differentiate between FTLD and AD. These simple methods may be useful in daily clinical practice.
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Affiliation(s)
- Keita Sakurai
- Department of Radiology, National Center for Geriatrics and Gerontology, Aichi, Japan
| | - Daita Kaneda
- Choju Medical Institute, Fukushimura Hospital, Aichi, Japan
| | - Satoru Morimoto
- Department of Physiology, School of Medicine, Keio University, Tokyo, Japan
| | - Yuto Uchida
- Department of Neurology, Nagoya City University Graduate School of Medical Sciences, Aichi, Japan
| | - Shohei Inui
- Department of Radiology, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan
| | - Yasuyuki Kimura
- Department of Clinical and Experimental Neuroimaging, National Center for Geriatrics and Gerontology, Aichi, Japan
| | - Takashi Kato
- Department of Radiology, National Center for Geriatrics and Gerontology, Aichi, Japan
| | - Kengo Ito
- Department of Radiology, National Center for Geriatrics and Gerontology, Aichi, Japan
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Cognitive Dysfunction following Cerebellar Stroke: Insights Gained from Neuropsychological and Neuroimaging Research. Neural Plast 2022; 2022:3148739. [PMID: 35465397 PMCID: PMC9033331 DOI: 10.1155/2022/3148739] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 03/10/2022] [Accepted: 03/31/2022] [Indexed: 01/26/2023] Open
Abstract
Although the cerebellum has been consistently noted in the process of cognition, the pathophysiology of this link is still under exploration. Cerebellar stroke, in which the lesions are focal and limited, provides an appropriate clinical model disease for studying the role of the cerebellum in the cognitive process. This review article targeting the cerebellar stroke population (1) describes a cognitive impairment profile, (2) identifies the cerebellar structural alterations linked to cognition, and (3) reveals possible mechanisms of cerebellar cognition using functional neuroimaging. The data indicates the disruption of the cerebro-cerebellar loop in cerebellar stroke and its contribution to cognitive dysfunctions. And the characteristic of cognitive deficits are mild, span a broad spectrum, dominated by executive impairment. The consideration of these findings could contribute to deeper and more sophisticated insights into the cognitive function of the cerebellum and might provide a novel approach to cognitive rehabilitation. The goal of this review is to spread awareness of cognitive impairments in cerebellar disorders.
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