58 results on '"Ningnannan Zhang"'
Search Results
2. Temporal and topological properties of dynamic networks reflect disability in patients with neuromyelitis optica spectrum disorders
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Yao Wang, Ziwei Yang, Xiumei Zheng, Xiao Liang, Jin Chen, Ting He, Yanyan Zhu, Lin Wu, Muhua Huang, Ningnannan Zhang, and Fuqing Zhou
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Medicine ,Science - Abstract
Abstract Approximately 36% of patients with neuromyelitis optica spectrum disorders (NMOSD) suffer from severe visual and motor disability (blindness or light perception or unable to walk) with abnormalities of whole-brain functional networks. However, it remains unclear how whole-brain functional networks and their dynamic properties are related to clinical disability in patients with NMOSD. Our study recruited 30 NMOSD patients (37.70 ± 11.99 years) and 45 healthy controls (HC, 41.84 ± 11.23 years). The independent component analysis, sliding-window approach and graph theory analysis were used to explore the static strength, time-varying and topological properties of large-scale functional networks and their associations with disability in NMOSD. Compared to HC, NMOSD patients showed significant alterations in dynamic networks rather than static networks. Specifically, NMOSD patients showed increased occurrence (fractional occupancy; P
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- 2024
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3. Sex-specific associations of cardiovascular risk factors and coronary plaque composition for hemodynamically significant coronary artery stenosis: a coronary computed tomography angiography study
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Mengshan Wu, Jintang Feng, Zhang Zhang, Ningnannan Zhang, Fan Yang, Ruijun Li, Yueqi Men, and Dong Li
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Coronary artery disease ,Coronary computed tomography angiography ,Sex ,Heart disease risk factors ,Coronary stenosis ,Diseases of the circulatory (Cardiovascular) system ,RC666-701 - Abstract
Abstract Background It has been reported that there are sex differences in plaque composition and hemodynamically significant stenosis. This study aimed to explore the impact of sex on cardiovascular risk factors for specific plaque compositions and hemodynamically significant stenosis. Methods Data regarding demographics and cardiovascular risk factors were collected. Hemodynamically significant stenosis was identified by a computed tomography-derived fractional flow reserve of ≤ 0.8. Associations among cardiovascular risk factors, plaque composition, and hemodynamically significant stenosis were assessed using a multivariate binary logistic regression analysis across sexes. The discriminating capacity of diverse plaque components for hemodynamically significant stenosis was assessed by area under the receiver-operating characteristics curve with 95% confidence intervals. Results A total of 1164 patients (489 men and 675 women) were included. For men, hyperlipidemia and cigarette smoking were risk factors for each plaque component (all P
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- 2023
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4. Personalized estimates of brain cortical structural variability in individuals with Autism spectrum disorder: the predictor of brain age and neurobiology relevance
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Yingying Xie, Jie Sun, Weiqi Man, Zhang Zhang, and Ningnannan Zhang
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Autism spectrum disorder ,Person-based similarity index ,Gray matter volume ,Brain age ,Gene expression ,Cognition ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Abstract Background Autism spectrum disorder (ASD) is a heritable condition related to brain development that affects a person’s perception and socialization with others. Here, we examined variability in the brain morphology in ASD children and adolescent individuals at the level of brain cortical structural profiles and the level of each brain regional measure. Methods We selected brain structural MRI data in 600 ASDs and 729 normal controls (NCs) from Autism Brain Imaging Data Exchange (ABIDE). The personalized estimate of similarity between gray matter volume (GMV) profiles of an individual to that of others in the same group was assessed by using the person-based similarity index (PBSI). Regional contributions to PBSI score were utilized for brain age gap estimation (BrainAGE) prediction model establishment, including support vector regression (SVR), relevance vector regression (RVR), and Gaussian process regression (GPR). The association between BrainAGE prediction in ASD and clinical performance was investigated. We further explored the related inter‐regional profiles of gene expression from the Allen Human Brain Atlas with variability differences in the brain morphology between groups. Results The PBSI score of GMV was negatively related to age regardless of the sample group, and the PBSI score was significantly lower in ASDs than in NCs. The regional contributions to the PBSI score of 126 brain regions in ASDs showed significant differences compared to NCs. RVR model achieved the best performance for predicting brain age. Higher inter-individual brain morphology variability was related to increased brain age, specific to communication symptoms. A total of 430 genes belonging to various pathways were identified as associated with brain cortical morphometric variation. The pathways, including short-term memory, regulation of system process, and regulation of nervous system process, were dominated mainly by gene sets for manno midbrain neurotypes. Limitations There is a sample mismatch between the gene expression data and brain imaging data from ABIDE. A larger sample size can contribute to the model training of BrainAGE and the validation of the results. Conclusions ASD has personalized heterogeneity brain morphology. The brain age gap estimation and transcription-neuroimaging associations derived from this trait are replenished in an additional direction to boost the understanding of the ASD brain.
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- 2023
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5. Cerebellar connectome alterations and associated genetic signatures in multiple sclerosis and neuromyelitis optica spectrum disorder
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Yuping Yang, Junle Li, Ting Li, Zhen Li, Zhizheng Zhuo, Xuemei Han, Yunyun Duan, Guanmei Cao, Fenglian Zheng, Decai Tian, Xinli Wang, Xinghu Zhang, Kuncheng Li, Fuqing Zhou, Muhua Huang, Yuxin Li, Haiqing Li, Yongmei Li, Chun Zeng, Ningnannan Zhang, Jie Sun, Chunshui Yu, Fudong Shi, Umer Asgher, Nils Muhlert, Yaou Liu, and Jinhui Wang
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Multiple sclerosis ,Neuromyelitis optica spectrum disorder ,Cerebellum ,Structural and functional MRI ,Genetic correlates ,Medicine - Abstract
Abstract Background The cerebellum plays key roles in the pathology of multiple sclerosis (MS) and neuromyelitis optica spectrum disorder (NMOSD), but the way in which these conditions affect how the cerebellum communicates with the rest of the brain (its connectome) and associated genetic correlates remains largely unknown. Methods Combining multimodal MRI data from 208 MS patients, 200 NMOSD patients and 228 healthy controls and brain-wide transcriptional data, this study characterized convergent and divergent alterations in within-cerebellar and cerebello-cerebral morphological and functional connectivity in MS and NMOSD, and further explored the association between the connectivity alterations and gene expression profiles. Results Despite numerous common alterations in the two conditions, diagnosis-specific increases in cerebellar morphological connectivity were found in MS within the cerebellar secondary motor module, and in NMOSD between cerebellar primary motor module and cerebral motor- and sensory-related areas. Both diseases also exhibited decreased functional connectivity between cerebellar motor modules and cerebral association cortices with MS-specific decreases within cerebellar secondary motor module and NMOSD-specific decreases between cerebellar motor modules and cerebral limbic and default-mode regions. Transcriptional data explained > 37.5% variance of the cerebellar functional alterations in MS with the most correlated genes enriched in signaling and ion transport-related processes and preferentially located in excitatory and inhibitory neurons. For NMOSD, similar results were found but with the most correlated genes also preferentially located in astrocytes and microglia. Finally, we showed that cerebellar connectivity can help distinguish the three groups from each other with morphological connectivity as predominant features for differentiating the patients from controls while functional connectivity for discriminating the two diseases. Conclusions We demonstrate convergent and divergent cerebellar connectome alterations and associated transcriptomic signatures between MS and NMOSD, providing insight into shared and unique neurobiological mechanisms underlying these two diseases.
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- 2023
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6. Male and female are not the same: a multicenter study of static and dynamic functional connectivity in relapse-remitting multiple sclerosis in China
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Yao Wang, Yunyun Duan, Yuling Wu, Zhizheng Zhuo, Ningnannan Zhang, Xuemei Han, Chun Zeng, Xiaoya Chen, Muhua Huang, Yanyan Zhu, Haiqing Li, Guanmei Cao, Jie Sun, Yongmei Li, Fuqing Zhou, and Yuxin Li
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relapsing-remitting multiple sclerosis ,magnetic resonance imaging ,sex ,independent component analysis ,static functional network connectivity ,dynamic functional network connectivity ,Immunologic diseases. Allergy ,RC581-607 - Abstract
BackgroundSex-related effects have been observed in relapsing-remitting multiple sclerosis (RRMS), but their impact on functional networks remains unclear. ObjectiveTo investigate the sex-related differences in connectivity strength and time variability within large-scale networks in RRMS.MethodsThis is a multi-center retrospective study. A total of 208 RRMS patients (135 females; 37.55 ± 11.47 years old) and 228 healthy controls (123 females; 36.94 ± 12.17 years old) were included. All participants underwent clinical and MRI assessments. Independent component analysis was used to extract resting-state networks (RSNs). We assessed the connectivity strength using spatial maps (SMs) and static functional network connectivity (sFNC), evaluated temporal properties and dynamic functional network connectivity (dFNC) patterns of RSNs using dFNC, and investigated their associations with structural damage or clinical variables. ResultsFor static connectivity, only male RRMS patients displayed decreased SMs in the attention network and reduced sFNC between the sensorimotor network and visual or frontoparietal networks compared with healthy controls [P
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- 2023
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7. Personalized estimates of morphometric similarity in multiple sclerosis and neuromyelitis optica spectrum disorders
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Jie Sun, Wenjin Zhao, Yingying Xie, Fuqing Zhou, Lin Wu, Yuxin Li, Haiqing Li, Yongmei Li, Chun Zeng, Xuemei Han, Yaou Liu, and Ningnannan Zhang
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Multiple Sclerosis ,Neuromyelitis optica spectrum disorders ,Person-based similarity index ,Cortical thickness ,Subcortical volume ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Brain morphometric alterations involve multiple brain regions on progression of the disease in multiple sclerosis (MS) and neuromyelitis optica spectrum disorder (NMOSD) and exhibit age-related degenerative changes during the pathological aging. Recent advance in brain morphometry as measured using MRI have leveraged Person-Based Similarity Index (PBSI) approach to assess the extent of within-diagnosis similarity or heterogeneity of brain neuroanatomical profiles between individuals of healthy populations and validate in neuropsychiatric disorders. Brain morphometric changes throughout the lifespan would be invaluable for understanding regional variability of age-related structural degeneration and the substrate of inflammatory demyelinating disease. Here, we aimed to quantify the neuroanatomical profiles with PBSI measures of cortical thickness (CT) and subcortical volumes (SV) in 263 MS, 207 NMOSD, and 338 healthy controls (HC) from six separate central datasets (aged 11–80). We explored the between-group comparisons of PBSI measures, as well as the advancing age and sex effects on PBSI measures. Compared to NMOSD, MS showed a lower extent of within-diagnosis similarity. Significant differences in regional contributions to PBSI score were observed in 29 brain regions between MS and NMOSD (P
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- 2023
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8. Personality and brain contribute to academic achievements of medical students
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Yingying Xie, Congcong Yuan, Mengru Sun, Jie Sun, Ningnannan Zhang, Wen Qin, Feng Liu, Hui Xue, Hao Ding, Sijia Wang, Jinyan He, Lizhi Hu, Xiaoxia Li, and Chunshui Yu
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brain function ,brain structural ,medical education ,academic achievements ,personality ,mediation analysis ,Neurosciences. Biological psychiatry. Neuropsychiatry ,RC321-571 - Abstract
There are many factors that influence the academic achievements of medical students, but how personality and brain modulate the academic achievements of medical students remains unclear. The study collected the personality, brain imaging, and academic data from 448 medical students at Tianjin Medical University with admission time between 2008 and 2017. Four types of academic achievements, including behavioral and social sciences, clinical sciences and skills, basic biomedical sciences, and scientific methods, were assessed by the academic records of 58 courses. Personality was evaluated by Tridimensional Personality Questionnaire and Neuroticism Extraversion Openness Personality Inventory. Brain structural and functional properties, including gray matter volume, spontaneous brain activity and functional connectivity, were computed based on magnetic resonance imaging (MRI). Linear regression was used to evaluate the associations between personality and academic achievements. A voxel-wise correlation was used to identify areas of the brain where structural and functional properties were associated with academic achievements. Mediation analysis was used to test whether brain properties and personality independently contribute to academic achievements. Our results showed that novelty seeking (NS) was negatively correlated, and conscientiousness was positively correlated with all types of academic achievements. Brain functional properties showed negatively correlated with academic achievement in basic biomedical sciences. However, we did not find any mediation effect of the brain functional properties on the association between personality (NS and conscientiousness) and academic achievement in basic biomedical sciences, nor mediation effect of the personality (NS and conscientiousness) on the association between brain functional properties and academic achievement in basic biomedical sciences. These findings suggest that specific personality (NS and conscientiousness) and brain functional properties independently contribute to academic achievements in basic biomedical sciences, and that modulation of these properties may benefit academic achievements among medical students.
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- 2022
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9. Machine-learning-based contrast-enhanced computed tomography radiomic analysis for categorization of ovarian tumors
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Jiaojiao Li, Tianzhu Zhang, Juanwei Ma, Ningnannan Zhang, Zhang Zhang, and Zhaoxiang Ye
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radiomics ,ovarian neoplasms ,computed tomography ,machine learning ,classification ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
ObjectivesThis study aims to evaluate the diagnostic performance of machine-learning-based contrast-enhanced CT radiomic analysis for categorizing benign and malignant ovarian tumors.MethodsA total of 1,329 patients with ovarian tumors were randomly divided into a training cohort (N=930) and a validation cohort (N=399). All tumors were resected, and pathological findings were confirmed. Radiomic features were extracted from the portal venous phase images of contrast-enhanced CT. The clinical predictors included age, CA-125, HE-4, ascites, and margin of tumor. Both radiomics model (including selected radiomic features) and mixed model (incorporating selected radiomic features and clinical predictors) were constructed respectively. Six classifiers [k-nearest neighbor (KNN), support vector machines (SVM), random forest (RF), logistic regression (LR), multi-layer perceptron (MLP), and eXtreme Gradient Boosting (XGBoost)] were used for each model. The mean relative standard deviation (RSD) and area under the receiver operating characteristic curve (AUC) were applied to evaluate and select the best classifiers. Then, the performances of the two models with selected classifiers were assessed in the validation cohort.ResultsThe MLP classifier with the least RSD (1.21 and 0.53, respectively) was selected as the best classifier in both radiomics and mixed models. The two models with MLP classifier performed well in the validation cohort, with the AUCs of 0.91 and 0.96 and with accuracies (ACCs) of 0.83 and 0.87, respectively. The Delong test showed that the AUC of mixed model was statistically different from that of radiomics model (p
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- 2022
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10. Cerebral Blood Flow Changes in Multiple Sclerosis and Neuromyelitis Optica and Their Correlations With Clinical Disability
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Xue Zhang, Xi Guo, Ningnannan Zhang, Huanhuan Cai, Jie Sun, Qiuhui Wang, Yuan Qi, Linjie Zhang, Li Yang, Fu-Dong Shi, and Chunshui Yu
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arterial spin labeling ,relapsing-remitting multiple sclerosis ,neuromyelitis optica ,cerebral blood flow ,perfusion ,Neurology. Diseases of the nervous system ,RC346-429 - Abstract
Distinguishing relapsing-remitting multiple sclerosis (RRMS) and neuromyelitis optica (NMO) is clinically important because they differ in prognosis and treatment. This study aimed to identify perfusion abnormalities in RRMS and NMO and their correlations with gray matter volume (GMV) atrophy and clinical parameters. Structural and arterial spin labeling MRI scans were performed in 39 RRMS patients, 62 NMO patients, and 73 healthy controls. The gray matter cerebral blood flow (CBF) values were voxel-wisely compared among the three groups with and without GMV correction. The regional CBF changes were correlated with the Expanded Disability Status Scale scores in the corresponding patient groups. Although multiple brain regions showed CBF differences among the three groups without GMV correction, only three of these regions remained significant after GMV correction. Specifically, both the RRMS and NMO groups showed reduced CBF in the occipital cortex and increased CBF in the right putamen compared to the control group. The RRMS group had increased CBF only in the medial prefrontal cortex compared to the other two groups. The occipital CBF was negatively correlated with clinical disability in the NMO group; however, the CBF in the right putamen was positively correlated with clinical disability in both patient groups. These findings suggest that there are perfusion alterations independent of GMV atrophy in RRMS and NMO patients. The regional CBF in the occipital cortex and putamen could be used as imaging features to objectively assess clinical disability in these patients.
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- 2018
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11. Application of coronary artery calcium score measurement on coronary CT angiography
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Zhang Zhang, Jingjing Guo, Yuanlin Deng, Yan Yan, Fan Yang, Tongli Li, Bingzhen Jia, Ningnannan Zhang, and Dong Li
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Polymers and Plastics ,General Environmental Science - Published
- 2022
12. LNAS: A Clinically Applicable Deep-Learning System for Mediastinal Lymph Nodes Segmentation and Station Mapping Using Non-Contrast CT Images
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Yang Cao, Jintang Feng, Cheng Wang, Fan Yang, Xiaomeng Wang, Xu Jingxu, Huang Chencui, Zhang Shu, Zihao Li, Li Mao, Tianzhu Zhang, Bingzhen Jia, Tongli Li, Hui Li, Bingjin Zhang, Hongmei Shi, Dong Li, Ningnannan Zhang, Yu Yizhou, Xiangshui Meng, and Zhang Zhang
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- 2023
13. Application of Therapeutical Nanoparticles with Neutrophil Membrane Camouflaging for Inflammatory Plaques Targeting Against Atherosclerosis
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Zhang Zhang, Tianzhu Zhang, Jintang Feng, Jian Shang, Ningnannan Zhang, and Chunyang Sun
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- 2023
14. Brain age gap in neuromyelitis optica spectrum disorders and multiple sclerosis
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Ren Wei, Xiaolu Xu, Yunyun Duan, Ningnannan Zhang, Jie Sun, Haiqing Li, Yuxin Li, Yongmei Li, Chun Zeng, Xuemei Han, Fuqing Zhou, Muhua Huang, Runzhi Li, Zhizheng Zhuo, Frederik Barkhof, James H Cole, Yaou Liu, Radiology and nuclear medicine, Amsterdam Neuroscience - Brain Imaging, and Amsterdam Neuroscience - Neuroinfection & -inflammation
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Cohort Studies ,Psychiatry and Mental health ,Multiple Sclerosis ,Multiple Sclerosis, Relapsing-Remitting ,Neuromyelitis Optica ,Humans ,Brain ,Surgery ,Neurology (clinical) ,Retrospective Studies - Abstract
ObjectiveTo evaluate the clinical significance of deep learning-derived brain age prediction in neuromyelitis optica spectrum disorder (NMOSD) relative to relapsing-remitting multiple sclerosis (RRMS).MethodsThis cohort study used data retrospectively collected from 6 tertiary neurological centres in China between 2009 and 2018. In total, 199 patients with NMOSD and 200 patients with RRMS were studied alongside 269 healthy controls. Clinical follow-up was available in 85 patients with NMOSD and 124 patients with RRMS (mean duration NMOSD=5.8±1.9 (1.9–9.9) years, RRMS=5.2±1.7 (1.5–9.2) years). Deep learning was used to learn ‘brain age’ from MRI scans in the healthy controls and estimate the brain age gap (BAG) in patients.ResultsA significantly higher BAG was found in the NMOSD (5.4±8.2 years) and RRMS (13.0±14.7 years) groups compared with healthy controls. A higher baseline disability score and advanced brain volume loss were associated with increased BAG in both patient groups. A longer disease duration was associated with increased BAG in RRMS. BAG significantly predicted Expanded Disability Status Scale worsening in patients with NMOSD and RRMS.ConclusionsThere is a clear BAG in NMOSD, although smaller than in RRMS. The BAG is a clinically relevant MRI marker in NMOSD and RRMS.
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- 2022
15. Genes associated with grey matter volume reduction in multiple sclerosis
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Jie Sun, Qiuhui Wang, Wen Qin, Ningnannan Zhang, Chunshui Yu, Yingying Xie, and Junlin Shen
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Genetics ,Multiple sclerosis ,Neuron projection ,Genome-wide association study ,Grey matter ,Biology ,medicine.disease ,medicine.anatomical_structure ,Neurology ,Gene expression ,medicine ,Neurology (clinical) ,Cognitive decline ,Gene ,Genetic association - Abstract
There is extensive grey matter volume (GMV) reduction in multiple sclerosis (MS), which may account for cognitive impairment in this disabling disorder. Although genome-wide association studies (GWASs) have identified hundreds of genes associated with MS, we know little about which genes associated with GMV reduction and cognitive decline in MS. In the present study, we aimed to uncover genes associated with GMV reduction in MS by performing cross-sample (1473 brain tissue samples) partial least squares regression between gene expression from 6 postmortem brains and case-control GMV difference of MS from a meta-analysis of 1391 patients and 1189 controls (discovery phase) and from the intergroup comparison between 69 patients and 70 controls (replication phase). We identified 623 genes whose brain spatial expression profiles were significantly associated with GMV reduction in MS. These genes showed significant enrichment for MS-related genes identified by GWAS; were functionally associated with ion channel, synaptic transmission, axon and neuron projection; and showed more significant cell type-specific expression in neurons than other cell types. More importantly, the identified genes showed significant enrichment for those genes with downregulated rather than upregulated expression in MS. The spatial distribution patterns of the expression of the identified genes showed more significant correlations with brain activation patterns of memory and language tasks. These findings indicate that grey matter atrophy in MS may be resulted from the joint effects of multiple genes that are associated with this disorder, especially genes with downregulated expression in MS.
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- 2021
16. Subtyping relapsing–remitting multiple sclerosis using structural MRI
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Jie Sun, Jinhui Wang, Chun Zeng, Frederik Barkhof, Fuqing Zhou, Yongmei Li, Xinli Wang, Yaou Liu, Guanmei Cao, Jinli Ding, Fu-Dong Shi, Xuemei Han, Sven Haller, Zhizheng Zhuo, Chunshui Yu, Yuxin Li, De-Cai Tian, Ningnannan Zhang, Kuncheng Li, Xinghu Zhang, Fenglian Zheng, Muhua Huang, Yunyun Duan, Haiqing Li, Amsterdam Neuroscience - Neuroinfection & -inflammation, Amsterdam Neuroscience - Brain Imaging, and Radiology and nuclear medicine
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medicine.medical_specialty ,Neurology ,Expanded Disability Status Scale ,medicine.diagnostic_test ,business.industry ,Multiple sclerosis ,Magnetic resonance imaging ,medicine.disease ,Gastroenterology ,White matter ,03 medical and health sciences ,0302 clinical medicine ,medicine.anatomical_structure ,Internal medicine ,Fractional anisotropy ,medicine ,030212 general & internal medicine ,Neurology (clinical) ,business ,030217 neurology & neurosurgery ,Diffusion MRI ,Neuroradiology - Abstract
Background and purpose: Subtyping relapsing–remitting multiple sclerosis (RRMS) patients may help predict disease progression and triage patients for treatment. We aimed to subtype RRMS patients by structural MRI and investigate their clinical significances. Methods: 155 relapse-remitting MS (RRMS) and 210 healthy controls (HC) were retrospectively enrolled with structural 3DT1, diffusion tensor imaging (DTI) and resting-state functional MRI. Z scores of cortical and deep gray matter volumes (CGMV and DGMV) and white matter fractional anisotropy (WM-FA) in RRMS patients were calculated based on means and standard deviations of HC. We defined RRMS as “normal” (− 2 < z scores of both GMV and WM-FA), DGM (z scores of DGMV < − 2), and DGM-plus types (z scores of DGMV and [CGMV or WM-FA] < − 2) according to combinations of z scores compared to HC. Expanded disability status scale (EDSS), cognitive and functional MRI measurements, and conversion rate to secondary progressive MS (SPMS) at 5-year follow-up were compared between subtypes. Results: 77 (49.7%) patients were “normal” type, 37 (23.9%) patients were DGM type and 34 (21.9%) patients were DGM-plus type. 7 (4.5%) patients who were not categorized into the above types were excluded. DGM-plus type had the highest EDSS. Both DGM and DGM-plus types had more severe cognitive impairment than “normal” type. Only DGM-plus type showed decreased functional MRI measures compared to HC. A higher conversion ratio to SPMS in DGM-plus type (55%) was identified compared to “normal” type (14%, p < 0.001) and DGM type (20%, p = 0.005). Conclusion: Three MRI-subtypes of RRMS were identified with distinct clinical and imaging features and different prognosis.
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- 2021
17. MS or not MS: T2-weighted imaging (T2WI)-based radiomic findings distinguish MS from its mimics
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Ting He, Wenjin Zhao, Yi Mao, Yao Wang, Lei Wang, Qinmei Kuang, Jie Xu, Yuqi Ji, Yujie He, Meimei Zhu, Ningnannan Zhang, and Fuqing Zhou
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Logistic Models ,Magnetic Resonance Spectroscopy ,Multiple Sclerosis ,Neurology ,Humans ,Neurology (clinical) ,General Medicine ,Magnetic Resonance Imaging ,Retrospective Studies - Abstract
Ischemic vasculopathy, particularly small-vessel disease, may mimic multiple sclerosis (MS) located in the periventricular or subcortical region on magnetic resonance (MR) examinations and should be included in the differential diagnosis of MS-like lesions.To evaluate the performance of a T2-weighted imaging (T2WI)-based radiomic signature to distinguish MS lesions from lesions corresponding to ischemic demyelination, which often mimics MS on MRI.A retrospective study was conducted in 38 patients (627 lesions) with MS and 914 patients (2466 lesions) with lesions mimicking ischemic demyelination in the periventricular or subcortical region. All patients underwent 3 T MRI. A total of 472 radiomic features were extracted from the T2WI data of each patient. Intraclass correlation coefficients were used to select the features with excellent stability and repeatability. Then, we used the minimum-redundancy maximum-relevance (mRMR) and least absolute shrinkage and selection operator (LASSO) algorithms for feature selection. After feature selection, various classifiers (including logistic regression, decision tree, AdaBoost, random forest (RF), or support vector machine (SVM)) were trained. The performance of each classifier was validated in the test set by determining the area under the curve (AUC).Nine features were selected to distinguish MS lesions from the similar lesions of ischemic demyelination. The radiomic signature showed a significant difference between the MS and ischemic demyelination patients (p0.01). RF and SVM were overfitted. The LASSO logistic regression model was the best-performing radiomic model,with an AUC, accuracy, sensitivity, and specificity of 0.900 (95% CI: 0.883-0.918), 87.0%, 58.9% and 95.2%, respectively, in the training set and 0.828 (95% CI: 0.791-0.864), 87.7%, 53.6% and 94.4%, respectively, in the validation set.The T2WI-based radiomic signature can effectively differentiate MS patients from patients with MS-like lesions due to ischemic demyelination.
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- 2021
18. Brain age gap in neuromyelitis optica spectrum disorders and multiple sclerosis.
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Ren Wei, Xiaolu Xu, Yunyun Duan, Ningnannan Zhang, Jie Sun, Haiqing Li, Yuxin Li, Yongmei Li, Chun Zeng, Xuemei Han, Fuqing Zhou, Muhua Huang, Runzhi Li, Zhizheng Zhuo, Barkhof, Frederik, Cole, James H., and Yaou Liu
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NEUROMYELITIS optica ,MULTIPLE sclerosis ,ARTIFICIAL neural networks ,PROPENSITY score matching - Published
- 2023
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19. Structural and functional hippocampal alterations in Multiple sclerosis and neuromyelitis optica spectrum disorder
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Muhua Huang, Yongmei Li, Guanmei Cao, Chun Zeng, Fenglian Zheng, Yuxin Li, Yunyun Duan, Frederik Barkhof, Fuqing Zhou, Jie Sun, Ningnannan Zhang, Haiqing Li, Xinghu Zhang, Kuncheng Li, Xuemei Han, Zhizheng Zhuo, De-Cai Tian, Yaou Liu, Chunshui Yu, Sven Hallar, Radiology and nuclear medicine, Amsterdam Neuroscience - Brain Imaging, Amsterdam Neuroscience - Neuroinfection & -inflammation, CCA - Cancer Treatment and quality of life, and CCA - Imaging and biomarkers
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Neuromyelitis optica ,Multiple Sclerosis ,business.industry ,Multiple sclerosis ,Neuromyelitis Optica ,Hippocampus ,Hippocampal formation ,medicine.disease ,Magnetic Resonance Imaging ,Neurology ,medicine ,Humans ,Spectrum disorder ,Neurology (clinical) ,business ,Neuroscience ,Retrospective Studies - Abstract
Background: Hippocampal involvement may differ between multiple sclerosis (MS) and neuromyelitis optica spectrum disorder (NMOSD). Objective: To investigate the morphometric, diffusion and functional alterations in hippocampus in MS and NMOSD and the clinical significance. Methods: A total of 752 participants including 236 MS, 236 NMOSD and 280 healthy controls (HC) were included in this retrospective multi-center study. The hippocampus and subfield volumes, fractional anisotropy (FA) and mean diffusivity (MD), amplitude of low frequency fluctuation (ALFF) and degree centrality (DC) were analyzed, and their associations with clinical variables were investigated. Results: The hippocampus showed significantly lower volume, FA and greater MD in MS compared to NMOSD and HC ( p < 0.05), while no abnormal ALFF or DC was identified in any group. Hippocampal subfields were affected in both diseases, though subiculum, presubiculum and fimbria showed significantly lower volume only in MS ( p < 0.05). Significant correlations between diffusion alterations, several subfield volumes and clinical variables were observed in both diseases, especially in MS ( R = −0.444 to 0.498, p < 0.05). FA and MD showed fair discriminative power between MS and HC, NMOSD and HC (AUC > 0.7). Conclusions: Hippocampal atrophy and diffusion abnormalities were identified in MS and NMOSD, partly explaining how clinical disability and cognitive impairment are differentially affected.
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- 2021
20. Subtyping relapsing-remitting multiple sclerosis using structural MRI
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Zhizheng, Zhuo, Yongmei, Li, Yunyun, Duan, Guanmei, Cao, Fenglian, Zheng, Jinli, Ding, Decai, Tian, Xinli, Wang, Jinhui, Wang, Xinghu, Zhang, Kuncheng, Li, Fuqing, Zhou, Muhua, Huang, Yuxin, Li, Haiqing, Li, Chun, Zeng, Ningnannan, Zhang, Jie, Sun, Chunshui, Yu, Xuemei, Han, Sven, Haller, Frederik, Barkhof, Fudong, Shi, and Yaou, Liu
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Diffusion Tensor Imaging ,Multiple Sclerosis ,Multiple Sclerosis, Relapsing-Remitting ,Humans ,Gray Matter ,Magnetic Resonance Imaging ,Retrospective Studies - Abstract
Subtyping relapsing-remitting multiple sclerosis (RRMS) patients may help predict disease progression and triage patients for treatment. We aimed to subtype RRMS patients by structural MRI and investigate their clinical significances.155 relapse-remitting MS (RRMS) and 210 healthy controls (HC) were retrospectively enrolled with structural 3DT1, diffusion tensor imaging (DTI) and resting-state functional MRI. Z scores of cortical and deep gray matter volumes (CGMV and DGMV) and white matter fractional anisotropy (WM-FA) in RRMS patients were calculated based on means and standard deviations of HC. We defined RRMS as "normal" (- 2 z scores of both GMV and WM-FA), DGM (z scores of DGMV - 2), and DGM-plus types (z scores of DGMV and [CGMV or WM-FA] - 2) according to combinations of z scores compared to HC. Expanded disability status scale (EDSS), cognitive and functional MRI measurements, and conversion rate to secondary progressive MS (SPMS) at 5-year follow-up were compared between subtypes.77 (49.7%) patients were "normal" type, 37 (23.9%) patients were DGM type and 34 (21.9%) patients were DGM-plus type. 7 (4.5%) patients who were not categorized into the above types were excluded. DGM-plus type had the highest EDSS. Both DGM and DGM-plus types had more severe cognitive impairment than "normal" type. Only DGM-plus type showed decreased functional MRI measures compared to HC. A higher conversion ratio to SPMS in DGM-plus type (55%) was identified compared to "normal" type (14%, p 0.001) and DGM type (20%, p = 0.005).Three MRI-subtypes of RRMS were identified with distinct clinical and imaging features and different prognosis.
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- 2020
21. Brain MRI characteristics in neuromyelitis optica spectrum disorders: A large multi-center retrospective study in China
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Zhizheng Zhuo, Yongmei Li, Yaou Liu, Jie Sun, Ningnannan Zhang, Muhua Huang, Xuemei Han, Guanmei Cao, Fuqing Zhou, Sven Haller, Chun Zeng, Yunyun Duan, Haiqing Li, and Yuxin Li
- Subjects
medicine.medical_specialty ,China ,Ventricular system ,ddc:616.0757 ,03 medical and health sciences ,0302 clinical medicine ,Cortex (anatomy) ,medicine ,Brain abnormality ,Humans ,Clinical significance ,030212 general & internal medicine ,Retrospective Studies ,Brain volume ,business.industry ,Multiple sclerosis ,Neuromyelitis Optica ,Brain ,Retrospective cohort study ,General Medicine ,medicine.disease ,Magnetic Resonance Imaging ,eye diseases ,Cognitive impairment ,medicine.anatomical_structure ,Neurology ,Brain size ,Corticospinal tract ,Neuromyelitis optica spectrum disorders ,Neurology (clinical) ,Radiology ,Brainstem ,business ,030217 neurology & neurosurgery ,MRI - Abstract
Purpose To investigate the brain MRI features in neuromyelitis optica spectrum disorders (NMOSD) and its clinical relevance in a large multi-center cohort in China. Methods 270 NMOSD patients were recruited from seven centers. The brain MRI were classified as normal, NMOSD-specific lesions, multiple sclerosis-like, nonspecific white matter changes. Brain volumes including whole brain, white, gray matter, cortex and subcortex gray matter volume were measured. The relationship between MRI measures, clinical disability and cognitive impairment were investigated. Results 98 patients (36.3%) had normal brain MRI; 48 patients (17.7%) had NMOSD-specific lesions located in dorsal brainstem, corticospinal tract corpus, callosum and periependymal lesions surrounding the ventricular system; 16 patients (6%) had multiple sclerosis-like lesions; and 108 patients (40%) had nonspecific white matter changes. NMOSD patients with brain lesions had a trend of lower subcortex gray matter volume compared to patients without lesions. 52.5% patients with normal brain MRI and 50.8% patients with abnormal brain MRI showed cognitive impairment. No significant differences were identified in brain volume between cognitive impairment and cognitive preserved groups. Conclusion In this large multicenter NMOSD cohort, nonspecific white matter changes were the most common findings (40%). NMOSD patients with brain lesions demonstrated a trend of having lower brain volume than patients without lesions. Approximately 50% NMOSD patients presented cognitive impairment independent of brain lesions.
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- 2020
22. Altered neurovascular coupling in neuromyelitis optica
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Jiajia Zhu, Huanhuan Cai, Qiuhui Wang, Chunshui Yu, Xue Zhang, Li Yang, Fu-Dong Shi, Yuan Qi, Jie Sun, Xi Guo, Ningnannan Zhang, and Lin-Jie Zhang
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Adult ,Male ,medicine.medical_specialty ,Adolescent ,Central nervous system ,050105 experimental psychology ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,medicine ,Humans ,0501 psychology and cognitive sciences ,Radiology, Nuclear Medicine and imaging ,Cognitive decline ,Research Articles ,Aged ,Neuromyelitis optica ,Radiological and Ultrasound Technology ,medicine.diagnostic_test ,Resting state fMRI ,business.industry ,Neuromyelitis Optica ,05 social sciences ,Brain ,Middle Aged ,medicine.disease ,Spinal cord ,Magnetic Resonance Imaging ,medicine.anatomical_structure ,nervous system ,Neurology ,Cerebral blood flow ,Cerebrovascular Circulation ,cardiovascular system ,Optic nerve ,Cardiology ,Neurovascular Coupling ,Female ,Spin Labels ,Neurology (clinical) ,Anatomy ,business ,Functional magnetic resonance imaging ,030217 neurology & neurosurgery ,circulatory and respiratory physiology - Abstract
Neurovascular coupling reflects the close relationship between neuronal activity and cerebral blood flow (CBF), providing a new mechanistic insight into health and disease. Neuromyelitis optica (NMO) is an autoimmune inflammatory demyelinating disease of the central nervous system and shows cognitive decline-related brain gray matter abnormalities besides the damage of optic nerve and spinal cord. We aimed to investigate neurovascular coupling alteration and its clinical significance in NMO by using regional homogeneity (ReHo) to measure neuronal activity and CBF to measure vascular response. ReHo was calculated from functional MRI and CBF was computed from arterial spin labeling (ASL) in 56 patients with NMO and 63 healthy controls. Global neurovascular coupling was assessed by across-voxel CBF-ReHo correlations and regional neurovascular coupling was evaluated by CBF/ReHo ratio. Correlations between CBF/ReHo ratio and clinical variables were explored in patients with NMO. Global CBF-ReHo coupling was decreased in patients with NMO relative to healthy controls (p = .009). Patients with NMO showed decreased CBF/ReHo ratio (10.9%-17.3% reduction) in the parietal and occipital regions and increased CBF/ReHo ratio (8.0%-13.3% increase) in the insular, sensorimotor, temporal and prefrontal regions. Some of these abnormalities cannot be identified by a single CBF or ReHo analysis. Both abnormally decreased and increased CBF/ReHo ratios were correlated with more severe clinical impairments and cognitive decline in patients with NMO. These findings suggested that patients with NMO show abnormal neurovascular coupling, which is associated with disease severity and cognitive impairments.
- Published
- 2018
23. Impact of Autologous Mesenchymal Stem Cell Infusion on Neuromyelitis Optica Spectrum Disorder: A Pilot, 2-Year Observational Study
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Ting Li, Song Lin, Lei Su, Chunshui Yu, Zong-Hong Shao, Rui Zhang, Qiang Liu, Yi Shen, Fu-Dong Shi, Yaping Yan, Yuan Qi, Ying Fu, Ningnannan Zhang, Li Yang, and Zhongchao Han
- Subjects
Adult ,Male ,0301 basic medicine ,medicine.medical_specialty ,Visual acuity ,Cell- and Tissue-Based Therapy ,Nerve fiber layer ,Urology ,Pilot Projects ,Disability Evaluation ,Young Adult ,03 medical and health sciences ,Cognition ,0302 clinical medicine ,Physiology (medical) ,medicine ,Humans ,Pharmacology (medical) ,Longitudinal Studies ,Adverse effect ,Autoantibodies ,Retrospective Studies ,Aquaporin 4 ,Pharmacology ,Neuromyelitis optica ,business.industry ,Neuromyelitis Optica ,Mesenchymal stem cell ,Brain ,Mesenchymal Stem Cells ,Original Articles ,Middle Aged ,Spinal cord ,medicine.disease ,Surgery ,Psychiatry and Mental health ,Treatment Outcome ,030104 developmental biology ,medicine.anatomical_structure ,Spinal Cord ,Optic nerve ,Evoked Potentials, Visual ,Female ,Bone marrow ,medicine.symptom ,business ,030217 neurology & neurosurgery - Abstract
Summary Aims We evaluate safety and efficacy of autologous bone marrow-derived mesenchymal stem cells (MSCs) as a potential treatment for neuromyelitis optica spectrum disorder (NMOSD). Methods Fifteen patients with NMOSD were recruited. All patients received a single intravenous infusion of 1.0 × 108 autologous MSC within 3–4 generations derived from bone marrow. The primary endpoints of the study were efficacy as reflected by reduction in annualized relapse rates (ARRs) and inflammatory lesions observed by MRI. Results At 12 months after MSC infusion, the mean ARR was reduced (1.1 vs. 0.3, P = 0.002), and the T2 or gadolinium-enhancing T1 lesions decreased in the optic nerve and spinal cord. Disability in these patients was reduced (EDSS, 4.3 vs. 4.9, P = 0.021; visual acuity, 0.4 vs. 0.5, P = 0.007). The patients had an increase in retinal nerve fiber layer thickness, optic nerve diameters and upper cervical cord area. We did not identify any serious MSC-related adverse events. At 24 months of MSC infusion, of 15 patients, 13 patients (87%) remained relapse-free, the mean ARR decreased to 0.1; the disability of 6 patients (40%) was improved, and the mean EDSS decreased to 4.0. Conclusions This pilot trial demonstrates that MSC infusion is safe, reduces the relapse frequency, and mitigates neurological disability with neural structures in the optic nerve and spinal cord recover in patients with NMOSD. The beneficial effect of MSC infusion on NMOSD was maintained, at least to some degree, throughout a 2-year observational period.
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- 2016
24. Differentiate aquaporin-4 antibody negative neuromyelitis optica spectrum disorders from multiple sclerosis by multimodal advanced MRI techniques
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Xue Zhang, Li Yang, Chunshui Yu, Wen Qin, Ningnannan Zhang, Qiuhui Wang, Yuan Qi, Fu-Dong Shi, and Jie Sun
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Adult ,Male ,Pathology ,medicine.medical_specialty ,Neuroimaging ,Multimodal Imaging ,Diagnosis, Differential ,White matter ,03 medical and health sciences ,Multiple Sclerosis, Relapsing-Remitting ,0302 clinical medicine ,Fractional anisotropy ,Connectome ,Humans ,Medicine ,030212 general & internal medicine ,Gray Matter ,Diffusion Kurtosis Imaging ,Aquaporin 4 ,Receiver operating characteristic ,business.industry ,Multiple sclerosis ,Neuromyelitis Optica ,Amplitude of low frequency fluctuations ,General Medicine ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,White Matter ,Diffusion Tensor Imaging ,medicine.anatomical_structure ,Neurology ,Cerebral blood flow ,Female ,Occipital Lobe ,Neurology (clinical) ,business ,Magnetic Resonance Angiography ,030217 neurology & neurosurgery - Abstract
It is clinically essential to distinguish aquaporin-4 antibody (AQP4-Ab) negative neuromyelitis optica spectrum disorders (NMOSD) and multiple sclerosis (MS) because of different therapeutic strategies. Since clinical and lesion features may not allow the distinction, we aimed to identify advanced imaging features that could improve the distinction between two disorders.Multimodal imaging measures included fractional anisotropy, mean, axial, radial diffusivity (MD, AD, RD) and kurtosis (MK, AK, RK) from diffusion kurtosis imaging; functional connectivity strength (FCS) and density, regional homogeneity, amplitude of low frequency fluctuations from resting-state functional MRI; gray matter volume from structural MRI; and cerebral blood flow from arterial spin labeling imaging. Voxel-wise comparisons were performed to identify inter-group differences in imaging measures, and the performance of differentiating these two disorders was estimated by receiver operating characteristic curves.Compared to MS, patients with AQP4-Ab negative NMOSD showed decreased MD and AD but increased MK and AK in white matter regions; and reduced FCS in the occipital cortex (P 0.05, FWE corrected). The joint-use of these five imaging measures distinguished the two disorders with an accuracy of 94% (P 0.001, 95%CI = 0.84-0.98). Other imaging measures showed no significant differences between the two patient groups.The study showed less white matter damage and a more severe functional disconnection of the occipital cortex in patients with AQP4-Ab negative NMOSD compared to MS. The combined use of diffusion and functional connectivity could facilitate a better distinction between NMO and MS with seronegative AQP4-Ab in clinical management.
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- 2020
25. Comparison of olfactory function between neuromyelitis optica and multiple sclerosis
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Hui-Yue Guo, Li Yang, Ning Zhao, Lin-Jie Zhang, Ningnannan Zhang, Li-Min Li, and Jingchun Liu
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0301 basic medicine ,Olfactory system ,Adult ,Male ,Pathology ,medicine.medical_specialty ,Multiple Sclerosis ,Olfaction ,Severity of Illness Index ,03 medical and health sciences ,Disability Evaluation ,Olfaction Disorders ,0302 clinical medicine ,Japan ,medicine ,Humans ,In patient ,Neuromyelitis optica ,business.industry ,General Neuroscience ,Multiple sclerosis ,Neuromyelitis Optica ,General Medicine ,Voxel-based morphometry ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,Olfactory Bulb ,eye diseases ,Olfactory bulb ,030104 developmental biology ,Sensory Thresholds ,Female ,business ,030217 neurology & neurosurgery - Abstract
Olfactory dysfunction (ODF) has been reported in patients with neuromyelitis optica (NMO) and multiple sclerosis (MS). However, the comparison of olfactory function and olfactory-related gray matter (GM) between patients with NMO and MS needed to be further elucidated.Thirty-seven patients with NMO and 37 with MS were enrolled. Olfactory function was evaluated with a Japanese TT olfactometer test kit, and the neuroanatomical features of olfactory-related GM were assessed using voxel-based morphometry.Olfactory deficits were found in 51.4% of patients with NMO and 40.5% of patients with MS. Patients with NMO with ODF had significantly smaller olfactory bulbs than patients with MS with ODF (p = 0.031). Olfactory-related GM atrophy was found in patients with NMO in several regions of the right orbitofrontal cortex and right superior frontal gyrus; in patients with MS, reduced GM volume was found in the right parahippocampal gyrus and piriform cortex (p0.05, cluster size200 voxels).Olfactory deficits are common in both NMO and MS. However, the neuroanatomical features related to olfactory deficits differ greatly between the two diseases.
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- 2018
26. Olfactory dysfunction in neuromyelitis optica spectrum disorders
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Fu-Dong Shi, Ning Zhao, Da-Qi Zhang, Li Yang, Jing Wang, Kristofer Wood, Lin-Jie Zhang, Ying Fu, Wen Qin, Ningnannan Zhang, Chunshui Yu, Yaou Liu, Radiology and nuclear medicine, and NCA - Brain imaging technology
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Adult ,Male ,Olfactory system ,medicine.medical_specialty ,Pathology ,Neurology ,Comorbidity ,Olfaction Disorders ,medicine ,Humans ,Autoantibodies ,Neuroradiology ,Aquaporin 4 ,Cerebral Cortex ,medicine.diagnostic_test ,Incidence ,Neuromyelitis Optica ,Case-control study ,Magnetic resonance imaging ,Middle Aged ,Magnetic Resonance Imaging ,Olfactory Bulb ,Olfactory bulb ,Neuromyelitis Optica Spectrum Disorders ,Case-Control Studies ,Female ,Neurology (clinical) ,Psychology - Abstract
Few data were available for the understanding of olfactory function in neuromyelitis optica spectrum disorders (NMOSDs). The aims of our study were to investigate the incidence of olfactory dysfunction and characterize olfactory structures, using MRI, in patients with NMOSDs. Olfactory function was evaluated by olfactometer in 49 patients with NMOSDs and 26 matched healthy controls. MRI parameters such as olfactory bulb (OB) and the olfactory-related gray matter volume changes were assessed. The frequency of olfactory dysfunction was 53% in patients with NMOSDs. Olfactory detection thresholds were positively correlated with serum aquaporin-4 antibodies (fluorescent units) tested by fluorescent immunoprecipitation assay (FIPA) in NMOSDs (p = 0.009). Patients with olfactory dysfunction had smaller OB volume than did patients without olfactory dysfunction or controls (p0.01). Both detection and recognition thresholds for olfaction were negatively correlated with OB volume (p = 0.018, p0.01). The significant gray matter volume reduction in NMOSDs was found in the bilateral piriform cortex, orbitofrontal cortex, and parahippocampal gyri (FDR correction, p0.05, cluster size200 voxels). Our data suggested that olfactory function deficits are prevalent in patients with NMOSDs. Reduced OB and olfactory-related cortex volume may be responsible for the olfactory dysfunction.
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- 2015
27. Advances in High-Field Magnetic Resonance Spectroscopy in Alzheimer’s Disease
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Ryan C.N. D'Arcy, Xiaowei Song, Yunting Zhang, Ningnannan Zhang, Kenneth Rockwood, Robert Bartha, and Steven D. Beyea
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high-field ,Proton Magnetic Resonance Spectroscopy ,brain ,metabolite ,magnetic field ,Disease ,information processing ,Article ,mild cognitive impairment ,Neurochemical ,4 aminobutyric acid ,Alzheimer Disease ,n acetylaspartylglutamic acid ,single voxel proton magnetic resonance spectroscopy ,Humans ,Medicine ,glucose ,glutathione ,nuclear magnetic resonance spectroscopy ,business.industry ,disease course ,aging ,lactic acid ,Medline ,neurochemical ,Measurement reliability ,Nuclear magnetic resonance spectroscopy ,medicine.disease ,Proton magnetic resonance ,proton magnetic resonance spectroscopy ,inositol ,Neurology ,glutamine ,Neurology (clinical) ,High field ,glutamic acid ,Alzheimer's disease ,taurine ,business ,Alzheimer’s disease ,Neuroscience ,Regional differences - Abstract
Alzheimer's disease (AD) affects several important molecules in brain metabolism. The resulting neurochemical changes can be quantified non-invasively in localized brain regions using in vivo single-voxel proton magnetic resonance spectroscopy (SV 1H MRS). Although the often heralded diagnostic potential of MRS in AD largely remains unfulfilled, more recent use of high magnetic fields has led to significantly improved signal-to-noise ratios and spectral resolutions, thereby allowing clinical applications with increased measurement reliability. The present article provides a comprehensive review of SV 1H MRS studies on AD at high magnetic fields (3.0 Tesla and above). This review suggests that patterned regional differences and longitudinal alterations in several neurometabolites are associated with clinically established AD. Changes in multiple metabolites are identifiable even at early stages of AD development. By combining information of neurochemicals in different brain regions revealing either pathological or compensatory changes, high field MRS can be evaluated in AD diagnosis and in the detection of treatment effects. To achieve this, standardization of data acquisition and analytical approaches is needed.
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- 2014
28. APOEandKIBRAInteractions on Brain Functional Connectivity in Healthy Young Adults
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Chunshui Yu, Ningnannan Zhang, Wen Qin, Bing Liu, Huaigui Liu, and Tianzi Jiang
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Adult ,Male ,0301 basic medicine ,Apolipoprotein E ,Cognitive Neuroscience ,Long-Term Potentiation ,Neuropsychological Tests ,Biology ,Young Adult ,03 medical and health sciences ,Cellular and Molecular Neuroscience ,Apolipoproteins E ,0302 clinical medicine ,Memory ,medicine ,Humans ,Young adult ,Left parahippocampal gyrus ,Brain Mapping ,medicine.diagnostic_test ,Functional connectivity ,Intracellular Signaling Peptides and Proteins ,Glutamate receptor ,Brain ,Long-term potentiation ,Phosphoproteins ,Magnetic Resonance Imaging ,Dorsolateral prefrontal cortex ,030104 developmental biology ,medicine.anatomical_structure ,Female ,Functional magnetic resonance imaging ,Neuroscience ,030217 neurology & neurosurgery - Abstract
Genetic variations of APOE and KIBRA have been associated with human memory and Alzheimer's disease. APOE and KIBRA can jointly modulate glutamate receptor to influence long-term potentiation; however, their interactions on brain functional connectivity remain unknown. Here, we investigated additive and epistatic interactions between APOE and KIBRA (rs17070145) on brain functional connectivity density (FCD) in 267 healthy young adults. A voxel-based FCD analysis was performed to identify brain regions with significant APOE-KIBRA interaction. Additive effects showed decreased FCD in the left parahippocampal gyrus and the right middle temporal gyrus and increased FCD in the bilateral middle occipital gyri, with the increase of the number of the risk-alleles of APOE and KIBRA. Epistatic effects showed APOE x KIBRA interaction in the FCD of the dorsolateral prefrontal cortex (DLPFC). The FCD of the DLPFC showed APOE risk-allele-dependent reduction (epsilon 2 > epsilon 3 > epsilon 4) in KIBRA TT homozygotes, but APOE risk-allele-dependent increase (epsilon 2 < epsilon 3 < epsilon 4) in KIBRA C-carriers. FCD differences were only significant between the 2 extreme subgroups in both additive and epistatic analyses. These findings suggest that APOE and KIBRA have region-dependent additive and epistatic interactions on brain connectivity in healthy young adults.
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- 2016
29. Analysis of brain and spinal cord lesions to occult brain damage in seropositive and seronegative neuromyelitis optica
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Qiuhui Wang, Ningnannan Zhang, Jie Sun, Ting Li, Xianting Sun, Chunshui Yu, Huanhuan Cai, Wen Qin, and Yuan Qi
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Male ,Pathology ,medicine.medical_specialty ,Brain damage ,Grey matter ,030218 nuclear medicine & medical imaging ,White matter ,03 medical and health sciences ,0302 clinical medicine ,Fractional anisotropy ,medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Neuromyelitis optica ,business.industry ,Neuromyelitis Optica ,Brain ,General Medicine ,Middle Aged ,medicine.disease ,Spinal cord ,Occult ,Magnetic Resonance Imaging ,medicine.anatomical_structure ,Spinal Cord ,Brain Damage, Chronic ,Female ,Brainstem ,medicine.symptom ,business ,030217 neurology & neurosurgery - Abstract
Objectives According to aquaporin-4 antibody (AQP4-Ab), neuromyelitis optica (NMO) can be divided into seropositive and seronegative subgroups. The purpose of this study was to a) compare the distribution of spinal cord and brain magnetic resonance imaging (MRI) lesions between seropositive and seronegative NMO patients; b) explore occult brain damage in seropositive and seronegative NMO patients; and c) explore the contribution of visible lesions to occult grey and white matter damage in seropositive and seronegative NMO patients. Materials and methods Twenty-two AQP4-Ab seropositive and 14 seronegative NMO patients and 30 healthy controls were included in the study. Two neuroradiologists independently measured the brain lesion volume (BLV) and the length of spinal cord lesion (LSCL) and recorded the region of brain lesions. The normal-appearing grey matter volume (NAGM-GMV) and white matter fractional anisotropy (NAWM-FA) were calculated for each subject to evaluate occult brain damage. Results The seropositive patients displayed more extensive damage in the spinal cord than the seronegative patients, and the seronegative group had a higher proportion of patients with brainstem lesions (28.57%) than the seropositive group (4.55%, P = 0.064). Both NMO subgroups exhibited reduced NAGM-GMV and NAWM-FA compared with the healthy controls. NAGM-GMV was negatively correlated with LSCL in the seropositive group (r s = −0.444, P = 0.044) and with BLV in the seronegative group (r s = −0.768, P = 0.002). NAWM-FA was also negatively correlated with BLV in the seropositive group (r s = −0.682, P Conclusion Our findings suggest that the occult brain damage in these two NMO subgroups may be due to different mechanisms, which need to be further clarified.
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- 2016
30. Subregional structural and connectivity damage in the visual cortex in neuromyelitis optica
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Li Yang, Jiajia Zhu, Chun-Sheng Yang, Qiuhui Wang, Chao Zhang, Huanhuan Cai, Chunshui Yu, Ningnannan Zhang, Jie Sun, and Xianting Sun
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Adult ,Male ,genetic structures ,Visual system ,Grey matter ,Article ,030218 nuclear medicine & medical imaging ,Correlation ,03 medical and health sciences ,0302 clinical medicine ,medicine ,Connectome ,Humans ,Aged ,Visual Cortex ,Multidisciplinary ,Neuromyelitis optica ,business.industry ,Functional connectivity ,Neuromyelitis Optica ,Middle Aged ,medicine.disease ,Predictive value ,Magnetic Resonance Imaging ,Visual cortex ,medicine.anatomical_structure ,Case-Control Studies ,Female ,business ,Neuroscience ,030217 neurology & neurosurgery - Abstract
Patients with neuromyelitis optica (NMO) have shown structural and functional impairments in the visual cortex. We aimed to characterize subregional grey matter volume (GMV) and resting-state functional connectivity (rsFC) changes in the visual cortex in NMO. Thirty-seven NMO patients and forty-two controls underwent structural and functional MRI scans. The GMV and rsFC of each visual subregion were compared between the groups. Compared with controls, NMO patients had GMV reductions in the bilateral V1, V2, V3d, VP, and LO and in the left V3A. In canonical visual pathways, the relatively low-level subregions showed more significant GMV reductions than did the high-level ones. Regardless of GMV correction, NMO patients showed reduced rsFC in the bilateral LO and V4v and in the left V2. The GMVs of the bilateral V1 and LO and of the left V2 and V3d were negatively correlated with clinical disability in NMO patients; these correlation coefficients were associated with hierarchical positions in the visual pathways. These findings suggest that in NMO, the low-level visual subregions have more severe structural damage; structural damage is not the only factor affecting rsFC alterations of visual subregions; GMV reduction in the low-level visual subregions has the highest predictive value for clinical disability.
- Published
- 2016
31. Longitudinal Assessment of Motor Recovery of Contralateral Hand after Basal Ganglia Infarction Using Functional Magnetic Resonance Imaging
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Quan Zhang, Shanhuai Zuo, Jing Zhang, Yue Fu, Ningnannan Zhang, Ning Wang, and Chunshui Yu
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Male ,medicine.medical_specialty ,Pathology ,Cerebellum ,Article Subject ,Infarction ,lcsh:Medicine ,050105 experimental psychology ,General Biochemistry, Genetics and Molecular Biology ,Basal Ganglia ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,Basal ganglia ,medicine ,Humans ,0501 psychology and cognitive sciences ,Longitudinal Studies ,Aged ,Chronic stage ,General Immunology and Microbiology ,medicine.diagnostic_test ,business.industry ,05 social sciences ,lcsh:R ,General Medicine ,Cerebral Infarction ,Recovery of Function ,Middle Aged ,Functional recovery ,medicine.disease ,Hand ,Magnetic Resonance Imaging ,medicine.anatomical_structure ,Cardiology ,cardiovascular system ,Motor recovery ,Female ,Functional magnetic resonance imaging ,business ,030217 neurology & neurosurgery ,Recovery phase ,Research Article - Abstract
We used functional fMRI to study the brain activation during active finger movements at different time points during the recovery phase following basal ganglia infarction. Four hemiplegic patients with basal ganglia infarction were serially evaluated at different time points spanning the acute and chronic phase using fMRI. To evaluate motor recovery, the patients were asked to perform functional tasks arranged in a block design manner with their hand. On follow-up (chronic phase), three patients achieved significant recovery of motor function of affected limbs. Activation of bilateral sensorimotor cortex (SMC) was observed in two of these patients, while activation of cerebellum was observed in all patients. No remarkable recovery of motor function was noted in one patient with left basal ganglia infarction. In this patient, the activation domain was located in SMC of both sides in acute phase and in ipsilateral SMC in chronic phase. Contralateral SMC appears to be involved in the functional rehabilitation following basal ganglia infarction. The cerebellum may act as an intermediary during functional recovery following basal ganglia infarction. The activation domain associated with active finger movement may be bilateral in acute phase; one patient was ipsilateral in the chronic stage.
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- 2016
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32. An MRI-Based Semiquantitative Index for the Evaluation of Brain Atrophy and Lesions in Alzheimer’s Disease, Mild Cognitive Impairment and Normal Aging
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Kenneth Rockwood, Sultan Darvesh, Xiaowei Song, Yunting Zhang, Wei Chen, Sandra E. Black, Ryan C.N. D'Arcy, and Ningnannan Zhang
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Male ,Senescence ,Brain atrophy ,Aging ,Pathology ,medicine.medical_specialty ,Cognitive Neuroscience ,Severity of Illness Index ,Central nervous system disease ,Atrophy ,Degenerative disease ,Alzheimer Disease ,Reference Values ,medicine ,Humans ,Original Research Article ,skin and connective tissue diseases ,Aged ,Aged, 80 and over ,Intelligence Tests ,medicine.diagnostic_test ,Brain lesions ,Cognitive disorder ,Mild cognitive impairment ,Brain ,Reproducibility of Results ,food and beverages ,Neurodegenerative Diseases ,Magnetic resonance imaging ,Weights and Measures ,medicine.disease ,Magnetic Resonance Imaging ,Psychiatry and Mental health ,Ageing ,Disease Progression ,Female ,sense organs ,Geriatrics and Gerontology ,Alzheimer's disease ,Psychology ,Alzheimer’s disease - Abstract
Background: This study investigates how T1-weighted MRI can be used to evaluate brain anatomical changes. We investigated these changes in Alzheimer’s disease (AD) and normal aging. Methods: A semiquantitative brain atrophy and lesion index (BALI) was constructed by adapting existing visual rating scales and validated in 3 datasets. Results: The T1- and T2-weighted-imaging-based scores were highly correlated. They were both closely associated with age and with cognitive test scores. Conclusion: The T1-based BALI helps describe brain structural variability in AD, mild cognitive impairment and normal aging.
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- 2010
33. Olfactory dysfunction in patients with multiple sclerosis
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Li Yang, Li-Min Li, Jing Wang, Lin-Jie Zhang, Ying Fu, Jingchun Liu, Da-Qi Zhang, Ningnannan Zhang, Ting Li, Yuan Qi, and Li-Na Yang
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0301 basic medicine ,Olfactory system ,Adult ,Male ,Pathology ,medicine.medical_specialty ,Multiple Sclerosis ,Olfaction ,Amygdala ,03 medical and health sciences ,Disability Evaluation ,Olfaction Disorders ,0302 clinical medicine ,Piriform cortex ,medicine ,Humans ,Expanded Disability Status Scale ,Multiple sclerosis ,Brain ,Organ Size ,medicine.disease ,Magnetic Resonance Imaging ,Olfactory bulb ,030104 developmental biology ,medicine.anatomical_structure ,Neurology ,Pattern Recognition, Physiological ,Sensory Thresholds ,Female ,Neurology (clinical) ,Psychology ,030217 neurology & neurosurgery ,Parahippocampal gyrus - Abstract
Association of changes in olfactory-related structures with olfactory function in patients with multiple sclerosis (MS) is not well understood. We used a T&T olfactometer test kit to evaluate olfactory function in 26 patients with MS and 26 age- and sex-matched healthy controls (HC). Then, Brain MRI were performed and olfactory-related structures were analyzed in these subjects. Olfactory detection and recognition threshold were significantly higher in the MS group, interestingly olfactory recognition threshold positively correlated with expanded disability status scale scores in these patients. Olfactory bulb (OB) volume reduced in patients with olfactory dysfunction (ODF). At the same time, reductions in gray matter (GM) volume were observed in the parahippocampal gyrus (PCG), amygdala, piriform cortex, and inferior frontal gyrus in patients with MS compared to HC. Atrophy of the PCG was more obvious in patients with ODF than patients without ODF and the PCG volume correlated with the olfactory recognition threshold, while no difference was found in fractional anisotropy values of tract-based spatial statistics analysis in the two groups. Olfactory function in patients with MS tends to become gradually more impaired with disability aggravation. Decreases in the volume of the OB and olfactory-related GM might provide valuable information about disease status in patients with MS with olfactory impairment.
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- 2015
34. Structural MRI substrates of cognitive impairment in neuromyelitis optica
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Li Yang, Moli Fan, Chunshui Yu, Lei Su, Qiuhui Wang, Nan Zhang, Yaou Liu, Menno M. Schoonheim, Ningnannan Zhang, Yi Shen, Yaping Yan, Fu-Dong Shi, Ying Fu, Frederik Barkhof, NCA - Neuroinflamation, NCA - Brain imaging technology, Radiology and nuclear medicine, Anatomy and neurosciences, Amsterdam Neuroscience - Brain Imaging, and Amsterdam Neuroscience - Neuroinfection & -inflammation
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Adult ,Male ,medicine.medical_specialty ,Pathology ,Neuropsychological Tests ,Gastroenterology ,Hippocampus ,White matter ,Cohort Studies ,Atrophy ,Internal medicine ,Fractional anisotropy ,medicine ,Humans ,Gray Matter ,Cerebral Cortex ,Neuromyelitis optica ,medicine.diagnostic_test ,Multiple sclerosis ,Neuromyelitis Optica ,Brain ,Magnetic resonance imaging ,Organ Size ,Stepwise regression ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,White Matter ,medicine.anatomical_structure ,Diffusion Tensor Imaging ,Case-Control Studies ,Anisotropy ,Educational Status ,Female ,Neurology (clinical) ,Psychology ,Cognition Disorders ,Diffusion MRI - Abstract
Objective: To identify the clinical and structural MRI markers for predicting cognitive impairment (CI) in patients with neuromyelitis optica (NMO). Methods: Fifty-four patients with NMO and 27 healthy controls underwent extensive neuropsychological testing and multimodal 3.0T MRI. The patient group was classified as CI or cognitively preserved (CP), using a criterion of ≤1.5 SD on at least 2 cognitive domains. MRI measurements included white matter (WM) lesion volume, gray matter (GM), WM, and deep GM (DGM) volume, cortical thickness, and the severity and extent of WM tract diffusion metric alterations based on fractional anisotropy and mean, axial, and radial diffusivity. Groups were compared using a multivariate general linear model, and clinical and MRI measurements were related to average cognition z scores by partial correlations and a stepwise linear regression model. Results: Twenty-six patients with NMO (48.2%) were classified as CI and showed WM tract diffusion abnormalities, particularly increased radial diffusivity, and GM especially DGM atrophy compared with healthy controls. Patients classified as CP also showed alterations of WM tract diffusion but without significant GM atrophy. Compared with the CP group, patients with CI demonstrated a lower level of education and decreased hippocampal volume. In the whole patient group, average cognition z scores were best predicted by the level of education and hippocampal volume (R2 = 0.46, p Conclusion: In patients with NMO, WM tract integrity disruption was identified in both CP and CI groups. GM atrophy, particularly in the DGM, was only found in the CI group. Hippocampal volume is the main MRI predictor of cognition in NMO.
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- 2015
35. Cognitive impairment in Chinese neuromyelitis optica
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Li Yang, Ningnannan Zhang, Fu-Dong Shi, Yaou Liu, Ying Fu, Yu-Jing Li, JH Shao, LL Luo, Radiology and nuclear medicine, and NCA - Neuroinflamation
- Subjects
Adult ,Male ,China ,Executive Function ,medicine ,Humans ,Cognitive impairment ,Memory Disorders ,Neuromyelitis optica ,Multiple sclerosis ,Neuromyelitis Optica ,Cognition ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,White matter abnormality ,Neurology ,Brain size ,Educational Status ,Female ,Neurology (clinical) ,Cognition Disorders ,Psychology ,Neuroscience ,Psychomotor Performance ,Clinical psychology - Abstract
Background: Cognitive dysfunction is frequently seen in neuromyelitis optica (NMO). However, the features and influencing factors of cognitive impairment of Chinese NMO patients are unclear. Objective: To investigate the patterns of cognitive impairment in Chinese NMO patients, and correlate the neuropsychiatric scores with clinical and MRI parameters. Methods: Thirty-six Chinese NMO patients, and 30 sex and age-matched healthy controls were recruited with extensive neuropsychological assessments, using the modified Minimal Assessment of Cognitive Function in MS (MACFIMS). The demographic and clinical characteristics as well as MRI parameters were compared between cognitively impaired (CI) and cognitively preserved (CP) patients. Results: NMO patients were significantly impaired in the Paced Auditory Serial Addition Task ( PConclusions: Chinese NMO patients particularly demonstrated cognitive impairment in information processing speed, executive function and memory. Lower education level was the main factor contributing to cognitive impairment in NMO.
- Published
- 2015
36. Impact of an immune modulator fingolimod on acute ischemic stroke
- Author
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Rong Xue, Na Sun, Wei Han, Fu-Dong Shi, Chunshui Yu, Ningnannan Zhang, Yaping Yan, Ying Fu, Qiang Liu, Junwei Hao, Yu-Jing Li, and Li Ren
- Subjects
Adult ,Male ,medicine.medical_specialty ,Pathology ,Vascular permeability ,Brain Ischemia ,Brain ischemia ,Lesion ,Cerebral circulation ,Sphingosine ,Internal medicine ,Fingolimod Hydrochloride ,Occlusion ,Medicine ,Humans ,Single-Blind Method ,Stroke ,Aged ,Multidisciplinary ,business.industry ,Middle Aged ,Biological Sciences ,medicine.disease ,Fingolimod ,Lymphocyte Subsets ,Propylene Glycols ,Case-Control Studies ,Cardiology ,Female ,medicine.symptom ,business ,Immunosuppressive Agents ,medicine.drug - Abstract
Peripheral lymphocytes entering brain ischemic regions orchestrate inflammatory responses, catalyze tissue death, and worsen clinical outcomes of acute ischemic stroke (AIS) in preclinical studies. However, it is not known whether modulating brain inflammation can impact the outcome of patients with AIS. In this open-label, evaluator-blinded, parallel-group clinical pilot trial, we recruited 22 patients matched for clinical and MRI characteristics, with anterior cerebral circulation occlusion and onset of stroke that had exceeded 4.5 h, who then received standard management alone (controls) or standard management plus fingolimod (FTY720, Gilenya, Novartis), 0.5 mg per day orally for 3 consecutive days. Compared with the 11 control patients, the 11 fingolimod recipients had lower circulating lymphocyte counts, milder neurological deficits, and better recovery of neurological functions. This difference was most profound in the first week when reduction of National Institutes of Health Stroke Scale was 4 vs. -1, respectively (P = 0.0001). Neurological rehabilitation was faster in the fingolimod-treated group. Enlargement of lesion size was more restrained between baseline and day 7 than in controls (9 vs. 27 mL, P = 0.0494). Furthermore, rT1%, an indicator of microvascular permeability, was lower in the fingolimod-treated group at 7 d (20.5 vs. 11.0; P = 0.005). No drug-related serious events occurred. We conclude that in patients with acute and anterior cerebral circulation occlusion stroke, oral fingolimod within 72 h of disease onset was safe, limited secondary tissue injury from baseline to 7 d, decreased microvascular permeability, attenuated neurological deficits, and promoted recovery.
- Published
- 2014
37. Fingolimod for the treatment of intracerebral hemorrhage: a 2-arm proof-of-concept study
- Author
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DeRen Huang, Junwei Hao, Yu-Jing Li, Ningnannan Zhang, Chunshui Yu, Fu-Dong Shi, Li Ren, Yaping Yan, Na Sun, and Ying Fu
- Subjects
Male ,Severity of Illness Index ,Modified Rankin Scale ,Sphingosine ,Fingolimod Hydrochloride ,Edema ,Severity of illness ,medicine ,Humans ,Glasgow Coma Scale ,Single-Blind Method ,Adverse effect ,Aged ,Cerebral Hemorrhage ,Intracerebral hemorrhage ,business.industry ,Recovery of Function ,Middle Aged ,medicine.disease ,Fingolimod ,Magnetic Resonance Imaging ,Treatment Outcome ,Propylene Glycols ,Anesthesia ,Female ,Neurology (clinical) ,medicine.symptom ,business ,Immunosuppressive Agents ,medicine.drug - Abstract
Pronounced inflammatory reactions occurring shortly after intracerebral hemorrhage (ICH) contribute to the formation and progression of perihematomal edema (PHE) and secondary brain injury. We hypothesized that modulation of brain inflammation reduces edema, thus improving clinical outcomes in patients with ICH.To investigate whether oral administration of fingolimod, a Food and Drug Administration-approved sphingosine 1-phosphate receptor modulator for multiple sclerosis, is safe and effective in alleviating PHE and neurologic deficits in patients with ICH.In this 2-arm, evaluator-blinded study, we included 23 patients with primary supratentorial ICH with hematomal volume of 5 to 30 mL. Clinical and neuroimaging feature-matched patients were treated with standard care with or without oral fingolimod. The study was conducted in Tianjin Medical University General Hospital, Tianjin, China.All patients received standard management alone (control participants) or combined with fingolimod (FTY720, Gilenya), 0.5 mg, orally for 3 consecutive days. Treatment was initiated within 1 hour after the baseline computed tomographic scan and no later than 72 hours after the onset of symptoms.Neurologic status and hematomal and PHE volumes (Ev) and relative PHE, defined as Ev divided by hematomal volume, were monitored by clinical assessment and magnetic resonance imaging, respectively, for 3 months.Patients treated with fingolimod exhibited a reduction of neurologic impairment compared with control individuals, regained a Glasgow Coma Scale score of 15 by day 7 (100% vs 50%, P = .01), and had a National Institutes of Health Stroke Scale score reduction of 7.5 vs 0.5 (P .001). Neurologic functions improved in these patients in the first week coincident with a reduction of circulating lymphocyte counts. At 3 months, a greater proportion of patients receiving fingolimod achieved full recovery of neurologic functions (modified Barthel Index score range, 95-100; 63% vs 0%; P = .001; modified Rankin Scale score range, 0-1; 63% vs 0%; P = .001), and fewer reported ICH-related lung infections. Perihematomal edema volume and rPHE were significantly smaller in fingolimod-treated patients than in control individuals (Ev at day 7, 47 mL vs 108 mL, P = .04; Ev at day 14, 55 mL vs 124 mL, P = .07; rPHE at day 7, 2.5 vs 6.4, P .001; rPHE at day 14, 2.6 vs 7.7, P = .003, respectively). We recorded no differences between groups in the occurrence of adverse events.In patients with small- to moderate-sized deep primary supratentorial ICH, administration of oral fingolimod within 72 hours of disease onset was safe, reduced PHE, attenuated neurologic deficits, and promoted recovery. The efficacy of fingolimod in preventing secondary brain injury in patients with ICH warrants further investigation in late-phase trials.clinicaltrials.gov Identifier:NCT02002390.
- Published
- 2014
38. Dynamics of brain structure and cognitive function in the Alzheimer's disease neuroimaging initiative
- Author
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Wei Chen, Xiaowei Song, Ningnannan Zhang, Arnold Mitnitski, and Kenneth Rockwood
- Subjects
Adult ,Male ,medicine.medical_specialty ,Neuroimaging ,Neuropsychological Tests ,Audiology ,behavioral disciplines and activities ,Lesion ,Atrophy ,Alzheimer Disease ,Risk Factors ,mental disorders ,medicine ,Humans ,Dementia ,Cognitive Dysfunction ,Psychiatry ,Aged ,Aged, 80 and over ,Psychiatric Status Rating Scales ,Age Factors ,Brain ,Cognition ,Middle Aged ,medicine.disease ,Magnetic Resonance Imaging ,Psychiatry and Mental health ,Cohort ,Disease Progression ,Female ,Surgery ,Neurology (clinical) ,medicine.symptom ,Alzheimer's disease ,Psychology ,human activities ,Alzheimer's Disease Neuroimaging Initiative - Abstract
Background On average, cognition declines as people age, but improvement can also occur. Objective To evaluate the dynamics of age-related changes in brain structure and cognitive function in patients with mild Alzheimer9s disease (AD) and mild cognitive impairment (MCI) and in healthy control (HC) older adults. Methods High-resolution 3-Tesla MRI and clinical data were obtained from the Alzheimer9s Disease Neuroimaging Initiative in 187 subjects (a cohort aged 55–91 years; AD=43, MCI=84, HC=60). At 24 months, 151 people had clinical and 128 had MRI follow-up. Brain structure was assessed using the Medial Temporal Atrophy Scale (MTAS) and the Brain Atrophy and Lesion Index (BALI). Cognition was assessed using the Mini-Mental State Examination (MMSE) and the Alzheimer Disease Assessment Scale-cognitive subscale (ADAS-cog). Responsiveness was tested. Changes were analysed using a multistate dynamic model, adjusted for age, gender, ApoE4 genotype and vascular risk factors. Results Over 2 years, decline in brain structure and cognition predominated, each showing detectable effect sizes (Cohen9s d=0.33 for MTAS, 0.32 for BALI, 0.41 for MMSE, 0.38 for ADAS-cog; standard response mean=0.71, 0.69, 0.50 and 0.47, respectively). Structural improvement was observed (10.2% in BALI and 0.8% in MTAS), as was cognitive improvement (23.2% MMSE, 27.2% ADAS-cog). Most people (66.7%) whose BALI score improved also improved in either the MMSE or ADAS-cog. No patient with MCI whose MTAS or BALI improved converted to AD. Conclusions Despite average decline in brain structure, improvement was observed and related to cognition and MCI–AD conversion. Ageing-related brain changes reflect a dynamic process.
- Published
- 2012
39. An MRI brain atrophy and lesion index to assess the progression of structural changes in Alzheimer's disease, mild cognitive impairment, and normal aging: a follow-up study
- Author
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Yunting Zhang, Ryan C.N. D'Arcy, Xiaowei Song, Sultan Darvesh, John D. Fisk, Ningnannan Zhang, Wei Chen, and Kenneth Rockwood
- Subjects
cognition ,Pathology ,hypothalamus periventricular nucleus ,Aging brain ,nuclear magnetic resonance imaging ,Cognitive decline ,brain disease ,Aged, 80 and over ,neuroimaging ,medicine.diagnostic_test ,visual scale ,disease course ,General Neuroscience ,structural brain deficit ,General Medicine ,Middle Aged ,brain atrophy and lesion index scale ,Alzheimer's disease ,Magnetic Resonance Imaging ,aged ,Psychiatry and Mental health ,Clinical Psychology ,female ,medicine.anatomical_structure ,Disease Progression ,Cardiology ,Alzheimer Disease Assessment Scale cognitive subscale ,Alzheimer disease ,medicine.symptom ,Psychology ,white matter ,medicine.medical_specialty ,neuroanatomy ,brain ,Lesion ,White matter ,lesion ,mild cognitive impairment ,Atrophy ,male ,Neuroimaging ,atrophy ,image analysis ,Internal medicine ,medicine ,Humans ,follow up ,Cognitive Dysfunction ,nervous system parameters ,outcome assessment ,Chi-Square Distribution ,brain structure ,mini mental state examination ,aging ,scoring system ,Magnetic resonance imaging ,medicine.disease ,anatomical variation ,neuropsychological test ,Geriatrics and Gerontology ,Mental Status Schedule ,Follow-Up Studies ,basal ganglion ,rating scale - Abstract
Background: A brain atrophy and lesion index (BALI) based on high-field magnetic resonance imaging (MRI) has recently been validated to evaluate structural changes in the aging brain. The present study investigated the two-year progression of brain structural deficits in people with Alzheimer's disease (AD) and mild cognitive impairment (MCI), and in healthy control older adults (HC) using the BALI rating. Methods: T1-weighted high-resolution anatomical imaging data using 3 Tesla MRI at baseline (AD = 39, MCI = 82, HC = 58) and at 24-months were obtained from the Alzheimer's disease Neuroimaging Initiative database. Lesions in various brain structures, including the infratentorial and basal ganglia areas, and the periventricular and deep white matter and global atrophy, were evaluated and combined into the BALI scale. Results: Mean progression of brain deficits over two years was evident in all diagnostic groups (p < 0.001) and was statistically greater in MCI-AD converters than in the non-converters (p = 0.044). An increase in the BALI score was significantly associated with cognitive test scores (p = 0.008 for the Mini-Mental State Examination MMSE and p = 0.013 for the Alzheimer's Disease Assessment Scale-Cognitive Subscale ADAS-cog) in a model that adjusted for age, sex, and education. Conclusion: The BALI rating quantified the progression of brain deficits over two years, which is associated with cognitive decline. BALI ratings may be used to help summarize AD-associated structural variations. © 2011 The authors and IOS Press. All rights reserved.
- Published
- 2012
40. P2‐253: Increased creatine in the posterior cingulate cortex in early Alzheimer's disease: A high‐field magnetic resonance spectroscopy study
- Author
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Xiaowei Song, Ningnannan Zhang, Ryan D'Arcy, Steven Beyea, Robert Bartha, Denise Bernier, Sultan Darvesh, and Kenneth Rockwood
- Subjects
Psychiatry and Mental health ,Cellular and Molecular Neuroscience ,Developmental Neuroscience ,Epidemiology ,Health Policy ,Neurology (clinical) ,Geriatrics and Gerontology - Published
- 2012
41. IC‐P‐057: Increased creatine in the posterior cingulate cortex in early Alzheimer's disease: A high‐field magnetic resonance spectroscopy study
- Author
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Xiaowei Song, Sultan Darvesh, Steven D. Beyea, Kenneth Rockwood, Robert Bartha, Ningnannan Zhang, Ryan C.N. D'Arcy, and Denise Bernier
- Subjects
Field (physics) ,Epidemiology ,business.industry ,Health Policy ,Nuclear magnetic resonance spectroscopy ,Creatine ,Psychiatry and Mental health ,Cellular and Molecular Neuroscience ,chemistry.chemical_compound ,medicine.anatomical_structure ,Developmental Neuroscience ,chemistry ,Cortex (anatomy) ,Posterior cingulate ,medicine ,Neurology (clinical) ,Geriatrics and Gerontology ,business ,Neuroscience - Published
- 2012
42. Combining structural brain changes improves the prediction of Alzheimer’s disease and mild cognitive impairment
- Author
-
Xiaowei Song, Yunting Zhang, and Ningnannan Zhang
- Subjects
Male ,Pathology ,Aging ,correlation analysis ,Logistic regression ,Aging brain ,nuclear magnetic resonance imaging ,Aged, 80 and over ,accuracy ,predictive value ,medicine.diagnostic_test ,Brain ,Organ Size ,Middle Aged ,Prognosis ,Magnetic Resonance Imaging ,Temporal Lobe ,Psychiatry and Mental health ,Predictive value of tests ,Cardiology ,Disease Progression ,Female ,Alzheimer's disease ,medicine.symptom ,Psychology ,Mild Cognitive Impairment ,medicine.medical_specialty ,Cognitive Neuroscience ,Sensitivity and Specificity ,Article ,Temporal lobe ,Lesion ,Atrophy ,Alzheimer Disease ,Predictive Value of Tests ,Internal medicine ,medicine ,follow up ,Humans ,Cognitive Dysfunction ,Aged ,disease predisposition ,Magnetic resonance imaging ,medicine.disease ,major clinical study ,Case-Control Studies ,Geriatrics and Gerontology ,brain atrophy ,medial temporal lobe atrophy - Abstract
Background: Several structural brain changes have been associated with Alzheimer's disease (AD). This study investigated the prediction of AD by combining multiple brain changes with the hallmark medial temporal lobe atrophy (MTA). Methods: High-resolution magnetic resonance imaging (MRI) data of people with mild AD (n = 39), mild cognitive impairment (MCI; n = 82), and of healthy controls (HC; n = 58) were obtained at baseline. Among these people, 26 AD, 53 MCI, and 46 HC subjects had 24-month follow-up MRI scans. Bilateral MTA was evaluated using a medial temporal lobe atrophy scale (MTAS). Common changes in the aging brain were summarized using a brain atrophy and lesion index (BALI). The performance of the MTAS, BALI, and a score combining both, using a logistic regression model, were assessed. Results: The MTAS and BALI scores were closely correlated (r2 > 0.56); each differed between the diagnostic groups. Having an unfavorable MTAS score was associated with an increased risk of MCI-AD conversion (OR = 3.71, p = 0.039), adjusted for age, sex, and education; having an unfavorable BALI score marginally contributed to such risks (OR = 4.08, p = 0.080). Combining MTAS and BALI components resulted in a greater OR (8.99, p = 0.007) and an improved predictive accuracy (75.9%, p = 0.002). Conclusion: Multiple structural changes have an additive effect on AD. The data support potential future roles of combining multiple coexisting structural changes to benefit AD diagnosis, progression monitoring, and/or treatment effect evaluation. Copyright © 2012 S. Karger AG, Basel.
- Published
- 2012
43. IC‐P‐025: Whole brain structural changes predict the mild cognitive impairment to Alzheimer's disease conversion: Evidence from the Alzheimer's Disease Neuroimaging Initiative
- Author
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Ningnannan Zhang, Xiaowei Song, and Yunting Zhang
- Subjects
medicine.medical_specialty ,Epidemiology ,Health Policy ,Subiculum ,Hippocampus ,Biology ,Hippocampal formation ,Audiology ,medicine.disease ,Psychiatry and Mental health ,Cellular and Molecular Neuroscience ,Atrophy ,nervous system ,Developmental Neuroscience ,Feature (computer vision) ,medicine ,Neurology (clinical) ,Geriatrics and Gerontology ,Alzheimer's disease ,Alzheimer's Disease Neuroimaging Initiative ,Cognitive reserve - Abstract
approximately 90% of the total variation are used as features. Hippocampal volume corrected for total intracranial volume is added as independent feature. The shape components are evaluated in the AD classification using bagged SVM with 25 resamplings. Results: Using hippocampal volume gave on average 83.47% accuracy (average of 20 repetitions). sing the features produced by SSMs alone provided the best performance (87.36%) when computed on the landmarks selected at p
- Published
- 2011
44. P1‐351: Transition of brain structural changes in relation to cognitive decline in Alzheimer's disease: evidence from the Alzheimer's Disease Neuroimaging Initiative
- Author
-
Xiaowei Song, Arnold Mitnitski, Ningnannan Zhang, and Kenneth Rockwood
- Subjects
Psychiatry and Mental health ,Cellular and Molecular Neuroscience ,Developmental Neuroscience ,Epidemiology ,Health Policy ,Neurology (clinical) ,Geriatrics and Gerontology - Published
- 2011
45. IC‐P‐073: Transition of brain structural changes in relation to cognitive decline in Alzheimer's disease: evidence from the Alzheimer's Disease Neuroimaging Initiative
- Author
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Xiaowei Song, Arnold Mitnitski, Ningnannan Zhang, and Kenneth Rockwood
- Subjects
Epidemiology ,Health Policy ,Disease ,Psychiatry and Mental health ,Cellular and Molecular Neuroscience ,Developmental Neuroscience ,Neurology (clinical) ,Geriatrics and Gerontology ,Cognitive decline ,Relation (history of concept) ,Psychology ,Cognitive reserve ,Alzheimer's Disease Neuroimaging Initiative ,Clinical psychology - Published
- 2011
46. P2‐108: Whole Brain Structural Changes Predict The Mild Cognitive Imparirment to Alzheimer's Disease Conversion: Evidence from the Alzheimer's Disease Neuroimaging Initiative
- Author
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Ningnannan Zhang, Xiaowei Song, and Yunting Zhang
- Subjects
Psychiatry and Mental health ,Cellular and Molecular Neuroscience ,Developmental Neuroscience ,Epidemiology ,Health Policy ,Neurology (clinical) ,Geriatrics and Gerontology - Published
- 2011
47. APOE and KIBRA Interactions on Brain Functional Connectivity in Healthy Young Adults.
- Author
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Ningnannan Zhang, Huaigui Liu, Wen Qin, Bing Liu, Tianzi Jiang, and Chunshui Yu
- Published
- 2017
- Full Text
- View/download PDF
48. Structural MRI substrates of cognitive impairment in neuromyelitis optica.
- Author
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Yaou Liu, Ying Fu, Schoonheim, Menno M., Nan Zhang, Moli Fan, Lei Su, Yi Shen, Yaping Yan, Li Yang, Qiuhui Wang, Ningnannan Zhang, Chunshui Yu, Barkhof, Frederik, and Fu-Dong Shi
- Published
- 2015
- Full Text
- View/download PDF
49. Impact of an immune modulator fingolimod on acute ischemic stroke.
- Author
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Ying Fu, Ningnannan Zhang, Li Ren, Yaping Yan, Na Sun, Yu-Jing Li, Wei Han, Rong Xue, Qiang Liu, Junwei Hao, Chunshui Yu, and Fu-Dong Shi
- Subjects
- *
MELAS syndrome , *MITOCHONDRIAL encephalomyopathies , *MITOCHONDRIAL myopathy , *LACTIC acidosis , *STROKE , *CEREBROVASCULAR disease - Abstract
Peripheral lymphocytes entering brain ischemic regions orchestrate inflammatory responses, catalyze tissue death, and worsen clinical outcomes of acute ischemic stroke (AIS) in preclinical studies. However, it is not known whether modulating brain inflammation can impact the outcome of patients with AIS. In this open-label, evaluator-blinded, parallel-group clinical pilot trial, we recruited 22 patients matched for clinical and MRI characteristics, with anterior cerebral circulation occlusion and onset of stroke that had exceeded 4.5 h, who then received standard management alone (controls) or standard management plus fingolimod (FTY720, Gilenya, Novartis), 0.5 mg per day orally for 3 consecutive days. Compared with the 11 control patients, the 11 fingolimod recipients had lower circulating lymphocyte counts, milder neurological deficits, and better recovery of neurological functions. This difference was most profound in the first week when reduction of National Institutes of Health Stroke Scale was 4 vs. -1, respectively (P = 0.0001). Neurological rehabilitation was faster in the fingolimod-treated group. Enlargement of lesion size was more restrained between baseline and day 7 than in controls (9 vs. 27 mL, P = 0.0494). Furthermore, rT1%, an indicator of microvascular permeability, was lower in the fingolimod-treated group at 7 d (20.5 vs. 11.0; P = 0.005). No drug-related serious events occurred. We conclude that in patients with acute and anterior cerebral circulation occlusion stroke, oral fingolimod within 72 h of disease onset was safe, limited secondary tissue injury from baseline to 7 d, decreased microvascular permeability, attenuated neurological deficits, and promoted recovery. [ABSTRACT FROM AUTHOR]
- Published
- 2014
- Full Text
- View/download PDF
50. Fingolimod for the Treatment of Intracerebral Hemorrhage A 2-Arm Proof-of-Concept Study.
- Author
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Ying Fu, Junwei Hao, Ningnannan Zhang, Li Ren, Na Sun, Yu-Jing Li, Yaping Yan, DeRen Huang, Chunshui Yu, and Fu-Dong Shi
- Published
- 2014
- Full Text
- View/download PDF
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