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Qi Y, Ni S, Heng X, Qu S, Ge P, Zhao X, Yao Z, Guo R, Yang N, Zhang Q, Zhu H. Uncovering the Potential Mechanisms of Coptis chinensis Franch. for Serious Mental Illness by Network Pharmacology and Pharmacology-Based Analysis. Drug Des Devel Ther 2022; 16:325-342. [PMID: 35173416 PMCID: PMC8841750 DOI: 10.2147/dddt.s342028] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 01/21/2022] [Indexed: 11/23/2022] Open
Abstract
Background Serious mental illness is a disease with complex etiological factors that requires multiple interventions within a holistic disease system. With heat-clearing and detoxifying effects, Coptis chinensis Franch. is mainly used to treat serious mental illness. Aim of the Study To explore the underlying mechanisms and therapeutic effect by which Coptis chinensis Franch. treats serious mental illnesses at a holistic level. Methods A viable network pharmacology approach was adopted to obtain the potential active ingredients of Coptis chinensis Franch., and serious mental illnesses-related targets and signaling pathways. The interactions between crucial target HTR2A and constituents were verified by molecular docking, and the dynamic behaviors of binding were studied by molecular dynamics simulation. In addition, the anti-anxiety effect of Rhizoma Coptidis (the roots of Coptis chinensis Franch.) extract on lipopolysaccharide-stimulated mice was verified. The anxiety-like behavior was measured through the elevated plus-maze test, light–dark box test, and open field test. Radioimmunoassays detected the levels of interleukin-1β, tumor necrosis factor-α, interleukin-10, interleukin-4, 5-hydroxytryptamine, and dopamine in the serum, hippocampus, medial prefrontal cortex, and amygdala. Meanwhile, immunohistochemistry protocols for the assessment of neuronal loss (neuron-specific nuclear protein) and synaptic alterations (Synapsin I) were performed in the hippocampus. Results Based on scientific analysis of the established networks, serious mental illnesses-related targets mostly participated in the calcium signaling pathway, cyclic adenosine monophosphate signaling pathway, mitogen-activated protein kinase signaling pathway, serotonergic and dopaminergic synapse. Molecular docking and molecular dynamics simulation studies illustrated that berberine, epiberberine, palmatine, and coptisine presented favorable binding patterns with HTR2A. The in vivo experiments confirmed that Rhizoma Coptidis extract ameliorated anxiety-like behaviors by improving the survival of neurons, regulating synaptic plasticity, and inhibiting neuroinflammation. Conclusion These findings in the present study led to potential preventative and therapeutic strategies for serious mental illnesses with traditional Chinese medicine.
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Affiliation(s)
- Yiyu Qi
- Department of Traditional Chinese Medicine Processing and Preparation, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, People’s Republic of China
| | - Saijia Ni
- Department of Pharmacology, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, People’s Republic of China
| | - Xia Heng
- Department of Traditional Chinese Medicine Processing and Preparation, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, People’s Republic of China
| | - Shuyue Qu
- Department of Traditional Chinese Medicine Processing and Preparation, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, People’s Republic of China
| | - Pingyuan Ge
- Department of Traditional Chinese Medicine Processing and Preparation, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, People’s Republic of China
| | - Xin Zhao
- Department of Traditional Chinese Medicine Processing and Preparation, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, People’s Republic of China
| | - Zengying Yao
- Department of Pharmacology, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, People’s Republic of China
| | - Rui Guo
- Department of Physiological, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, People’s Republic of China
| | - Nianyun Yang
- Department of Traditional Chinese Medicine Processing and Preparation, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, People’s Republic of China
| | - Qichun Zhang
- Department of Pharmacology, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, People’s Republic of China
- Correspondence: Qichun Zhang; Huaxu Zhu, Email ;
| | - Huaxu Zhu
- Department of Traditional Chinese Medicine Processing and Preparation, Nanjing University of Chinese Medicine, Nanjing, Jiangsu, People’s Republic of China
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Ji J, Yi X, Zhu Y, Yu H, Huang S, Liu Z, Zhang X, Xia G, Shen X. Tilapia Head Protein Hydrolysate Attenuates Scopolamine-Induced Cognitive Impairment through the Gut-Brain Axis in Mice. Foods 2021; 10:foods10123129. [PMID: 34945680 PMCID: PMC8701847 DOI: 10.3390/foods10123129] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 12/08/2021] [Accepted: 12/14/2021] [Indexed: 01/09/2023] Open
Abstract
The destruction of the homeostasis in the gut-brain axis can lead to cognitive impairment and memory decline. Dietary intervention with bioactive peptides from aquatic products is an innovative strategy to prevent cognitive deficits. The present study aimed to determine the neuroprotective effect of tilapia head protein hydrolysate (THPH) on scopolamine-induced cognitive impairment in mice, and to further explore its mechanism through the microbiota–gut-brain axis. The results showed that THPH administration significantly improved the cognitive behavior of mice, and normalized the cholinergic system and oxidative stress system of the mice brain. The histopathological observation showed that THPH administration significantly reduced the pathological damage of hippocampal neurons, increased the number of mature neurons marked by NeuN and delayed the activation of astrocytes in the hippocampus of mice. In addition, THPH administration maintained the stability of cholinergic system, alleviated oxidative stress and further improved the cognitive impairment by reshaping the gut microbiota structure of scopolamine-induced mice and alleviating the disorder of lipid metabolism and amino acid metabolism in serum. In conclusion, our research shows that THPH supplementation is a nutritional strategy to alleviate cognitive impairment through the gut-brain axis.
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Affiliation(s)
- Jun Ji
- Hainan Engineering Research Center of Aquatic Resources Efficient Utilization in South China Sea, Hainan University, Haikou 570228, China; (J.J.); (X.Y.); (Y.Z.); (H.Y.); (S.H.); (Z.L.); (X.Z.); (G.X.)
- College of Food Science and Technology, Hainan University, Haikou 570228, China
| | - Xiangzhou Yi
- Hainan Engineering Research Center of Aquatic Resources Efficient Utilization in South China Sea, Hainan University, Haikou 570228, China; (J.J.); (X.Y.); (Y.Z.); (H.Y.); (S.H.); (Z.L.); (X.Z.); (G.X.)
- College of Food Science and Technology, Hainan University, Haikou 570228, China
| | - Yujie Zhu
- Hainan Engineering Research Center of Aquatic Resources Efficient Utilization in South China Sea, Hainan University, Haikou 570228, China; (J.J.); (X.Y.); (Y.Z.); (H.Y.); (S.H.); (Z.L.); (X.Z.); (G.X.)
- College of Food Science and Technology, Hainan University, Haikou 570228, China
| | - Hui Yu
- Hainan Engineering Research Center of Aquatic Resources Efficient Utilization in South China Sea, Hainan University, Haikou 570228, China; (J.J.); (X.Y.); (Y.Z.); (H.Y.); (S.H.); (Z.L.); (X.Z.); (G.X.)
- College of Food Science and Technology, Hainan University, Haikou 570228, China
| | - Shuqi Huang
- Hainan Engineering Research Center of Aquatic Resources Efficient Utilization in South China Sea, Hainan University, Haikou 570228, China; (J.J.); (X.Y.); (Y.Z.); (H.Y.); (S.H.); (Z.L.); (X.Z.); (G.X.)
- College of Food Science and Technology, Hainan University, Haikou 570228, China
| | - Zhongyuan Liu
- Hainan Engineering Research Center of Aquatic Resources Efficient Utilization in South China Sea, Hainan University, Haikou 570228, China; (J.J.); (X.Y.); (Y.Z.); (H.Y.); (S.H.); (Z.L.); (X.Z.); (G.X.)
- College of Food Science and Technology, Hainan University, Haikou 570228, China
- Collaborative Innovation Center of Marine Food Deep Processing, Dalian Polytechnic University, Dalian 116000, China
| | - Xueying Zhang
- Hainan Engineering Research Center of Aquatic Resources Efficient Utilization in South China Sea, Hainan University, Haikou 570228, China; (J.J.); (X.Y.); (Y.Z.); (H.Y.); (S.H.); (Z.L.); (X.Z.); (G.X.)
- College of Food Science and Technology, Hainan University, Haikou 570228, China
- Collaborative Innovation Center of Marine Food Deep Processing, Dalian Polytechnic University, Dalian 116000, China
| | - Guanghua Xia
- Hainan Engineering Research Center of Aquatic Resources Efficient Utilization in South China Sea, Hainan University, Haikou 570228, China; (J.J.); (X.Y.); (Y.Z.); (H.Y.); (S.H.); (Z.L.); (X.Z.); (G.X.)
- College of Food Science and Technology, Hainan University, Haikou 570228, China
- Collaborative Innovation Center of Marine Food Deep Processing, Dalian Polytechnic University, Dalian 116000, China
| | - Xuanri Shen
- Hainan Engineering Research Center of Aquatic Resources Efficient Utilization in South China Sea, Hainan University, Haikou 570228, China; (J.J.); (X.Y.); (Y.Z.); (H.Y.); (S.H.); (Z.L.); (X.Z.); (G.X.)
- College of Food Science and Technology, Hainan University, Haikou 570228, China
- Collaborative Innovation Center of Marine Food Deep Processing, Dalian Polytechnic University, Dalian 116000, China
- Correspondence: ; Tel./Fax: +86-0898-66193581
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Leaston J, Qiao J, Harding IC, Kulkarni P, Gharagouzloo C, Ebong E, Ferris CF. Quantitative Imaging of Blood-Brain Barrier Permeability Following Repetitive Mild Head Impacts. Front Neurol 2021; 12:729464. [PMID: 34659094 PMCID: PMC8515019 DOI: 10.3389/fneur.2021.729464] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2021] [Accepted: 08/24/2021] [Indexed: 12/28/2022] Open
Abstract
This was an exploratory study designed to evaluate the feasibility of a recently established imaging modality, quantitative ultrashort time-to-echo contrast enhanced (QUTE-CE), to follow the early pathology and vulnerability of the blood brain barrier in response to single and repetitive mild head impacts. A closed-head, momentum exchange model was used to produce three consecutive mild head impacts aimed at the forebrain separated by 24 h each. Animals were measured at baseline and within 1 h of impact. Anatomical images were collected to assess the extent of structural damage. QUTE-CE biomarkers for BBB permeability were calculated on 420,000 voxels in the brain and were registered to a bilateral 3D brain atlas providing site-specific information on 118 anatomical regions. Blood brain barrier permeability was confirmed by extravasation of labeled dextran. All head impacts occurred in the absence of any structural brain damage. A single mild head impact had measurable effects on blood brain barrier permeability and was more significant after the second and third impacts. Affected regions included the prefrontal ctx, basal ganglia, hippocampus, amygdala, and brainstem. Our findings support the concerns raised by the healthcare community regarding mild head injuries in participants in organized contact sports and military personnel in basic training and combat.
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Affiliation(s)
| | - Ju Qiao
- Center for Translational Neuroimaging, Northeastern University, Boston, MA, United States
| | - Ian C. Harding
- Department of Bioengineering, Northeastern University, Boston, MA, United States
| | | | - Codi Gharagouzloo
- Imaginostics, Inc., Cambridge, MA, United States
- Center for Translational Neuroimaging, Northeastern University, Boston, MA, United States
| | - Eno Ebong
- Department of Chemical Engineering, Northeastern University, Boston, MA, United States
| | - Craig F. Ferris
- Center for Translational Neuroimaging, Northeastern University, Boston, MA, United States
- Departments of Psychology and Pharmaceutical Sciences, Northeastern University, Boston, MA, United States
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Chang CY, Luo DZ, Pei JC, Kuo MC, Hsieh YC, Lai WS. Not Just a Bystander: The Emerging Role of Astrocytes and Research Tools in Studying Cognitive Dysfunctions in Schizophrenia. Int J Mol Sci 2021; 22:ijms22105343. [PMID: 34069523 PMCID: PMC8160762 DOI: 10.3390/ijms22105343] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2021] [Revised: 05/14/2021] [Accepted: 05/14/2021] [Indexed: 12/16/2022] Open
Abstract
Cognitive dysfunction is one of the core symptoms in schizophrenia, and it is predictive of functional outcomes and therefore useful for treatment targets. Rather than improving cognitive deficits, currently available antipsychotics mainly focus on positive symptoms, targeting dopaminergic/serotoninergic neurons and receptors in the brain. Apart from investigating the neural mechanisms underlying schizophrenia, emerging evidence indicates the importance of glial cells in brain structure development and their involvement in cognitive functions. Although the etiopathology of astrocytes in schizophrenia remains unclear, accumulated evidence reveals that alterations in gene expression and astrocyte products have been reported in schizophrenic patients. To further investigate the role of astrocytes in schizophrenia, we highlighted recent progress in the investigation of the effect of astrocytes on abnormalities in glutamate transmission and impairments in the blood–brain barrier. Recent advances in animal models and behavioral methods were introduced to examine schizophrenia-related cognitive deficits and negative symptoms. We also highlighted several experimental tools that further elucidate the role of astrocytes. Instead of focusing on schizophrenia as a neuron-specific disorder, an additional astrocytic perspective provides novel and promising insight into its causal mechanisms and treatment. The involvement of astrocytes in the pathogenesis of schizophrenia and other brain disorders is worth further investigation.
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Affiliation(s)
- Chia-Yuan Chang
- Department of Psychology, National Taiwan University, Taipei 10617, Taiwan; (C.-Y.C.); (D.-Z.L.); (J.-C.P.); (Y.-C.H.)
- Neurobiology and Cognitive Science Center, National Taiwan University, Taipei 10617, Taiwan;
| | - Da-Zhong Luo
- Department of Psychology, National Taiwan University, Taipei 10617, Taiwan; (C.-Y.C.); (D.-Z.L.); (J.-C.P.); (Y.-C.H.)
| | - Ju-Chun Pei
- Department of Psychology, National Taiwan University, Taipei 10617, Taiwan; (C.-Y.C.); (D.-Z.L.); (J.-C.P.); (Y.-C.H.)
| | - Ming-Che Kuo
- Neurobiology and Cognitive Science Center, National Taiwan University, Taipei 10617, Taiwan;
- Department of Neurology, National Taiwan University Hospital, Taipei 100225, Taiwan
| | - Yi-Chen Hsieh
- Department of Psychology, National Taiwan University, Taipei 10617, Taiwan; (C.-Y.C.); (D.-Z.L.); (J.-C.P.); (Y.-C.H.)
| | - Wen-Sung Lai
- Department of Psychology, National Taiwan University, Taipei 10617, Taiwan; (C.-Y.C.); (D.-Z.L.); (J.-C.P.); (Y.-C.H.)
- Neurobiology and Cognitive Science Center, National Taiwan University, Taipei 10617, Taiwan;
- Graduate Institute of Brain and Mind Sciences, National Taiwan University, Taipei 10617, Taiwan
- Correspondence: ; Tel.: +886-2-3366-3112; Fax: +886-2-3362-9909
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Amoo M, O'Halloran PJ, Henry J, Husien MB, Brennan P, Campbell M, Caird J, Curley GF. Permeability of the Blood-Brain Barrier after Traumatic Brain Injury; Radiological Considerations. J Neurotrauma 2021; 39:20-34. [PMID: 33632026 DOI: 10.1089/neu.2020.7545] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Traumatic brain injury (TBI) is a leading cause of death and disability, especially in young persons, and constitutes a major socioeconomic burden worldwide. It is regarded as the leading cause of mortality and morbidity in previously healthy young persons. Most of the mechanisms underpinning the development of secondary brain injury are consequences of disruption of the complex relationship between the cells and proteins constituting the neurovascular unit or a direct result of loss of integrity of the tight junctions (TJ) in the blood-brain barrier (BBB). A number of changes have been described in the BBB after TBI, including loss of TJ proteins, pericyte loss and migration, and altered expressions of water channel proteins at astrocyte end-feet processes. There is a growing research interest in identifying optimal biological and radiological biomarkers of severity of BBB dysfunction and its effects on outcomes after TBI. This review explores the microscopic changes occurring at the neurovascular unit, after TBI, and current radiological adjuncts for its evaluation in pre-clinical and clinical practice.
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Affiliation(s)
- Michael Amoo
- National Centre for Neurosurgery, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin, Ireland.,Royal College of Surgeons in Ireland, Dublin, Ireland.,Beacon Academy, Beacon Hospital, Sandyford, Dublin, Ireland
| | - Philip J O'Halloran
- Royal College of Surgeons in Ireland, Dublin, Ireland.,Department of Neurosurgery, Royal London Hospital, Whitechapel, London, United Kingdom
| | - Jack Henry
- School of Medicine, University College Dublin, Dublin, Ireland
| | - Mohammed Ben Husien
- National Centre for Neurosurgery, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin, Ireland.,Royal College of Surgeons in Ireland, Dublin, Ireland
| | - Paul Brennan
- Royal College of Surgeons in Ireland, Dublin, Ireland.,Department of Radiology, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin, Ireland
| | | | - John Caird
- National Centre for Neurosurgery, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin, Ireland
| | - Gerard F Curley
- Royal College of Surgeons in Ireland, Dublin, Ireland.,Department of Anaesthesia and Critical Care, Royal College of Surgeons in Ireland, Beaumont Hospital, Dublin, Ireland
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Curcumin alleviates neuroinflammation, enhances hippocampal neurogenesis, and improves spatial memory after traumatic brain injury. Brain Res Bull 2020; 162:84-93. [PMID: 32502596 DOI: 10.1016/j.brainresbull.2020.05.009] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2019] [Revised: 04/24/2020] [Accepted: 05/19/2020] [Indexed: 02/07/2023]
Abstract
Cognitive decline is one of the most obvious symptoms of traumatic brain injury (TBI). Previous studies have demonstrated that cognitive decline is related to substantially increased neuroinflammation and decreased neurogenesis in the hippocampus in a rat model of TBI. Using this model, we explored the role of curcumin (Cur) in ameliorating TBI-impaired spatial memory because Cur has been shown to exhibit anti-chronic-neuroinflammatory, neurogenesis-promoting, and memory-improving properties. Animals received daily Cur or vehicle treatment for 28 days after TBI and also received 50-bromodeoxyuridine(BrdU) for the first 7 days of the treatment for assaying neurogenesis. An optimal Cur dose of 30 mg/kg, selected from a range of 10-50 mg/kg, was used for the present study. Neuroinflammation was evaluated by astrocyte hypertrophy, activated microglia, and inflammatory factors in the hippocampus. Behavioral water-maze studies were conducted for 5 days, starting at 35-day post-TBI. The tropomyosin receptor kinase B (Trkb) inhibitor, ANA-12, was used to test the role of the brain-derived neurotrophic factor (BDNF)/ TrkB/Phosphoinositide 3-kinase (PI3K)/Akt signaling pathway in regulating inflammation and neurogenesis in the hippocampus. Treatment with Cur ameliorated the spatial memory of TBI rats, reduced TBI-induced chronic inflammation, typified by diminished astrocyte hypertrophy, reduction in activated microglia, declined inflammatory factors, and increased neurogenesis in the hippocampus. We also found that BDNF/Trkb/PI3K/Akt signaling was involved in the effects of Cur in TBI rats. Thus, Cur treatment can ameliorate the spatial memory in a murine model of TBI, which may be attributable to decreased chronic neuroinflammation, increased hippocampal neurogenesis, and/or BDNF/Trkb/PI3K/Akt signaling.
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Liu C, Zhang S, Yao Y, Su C, Wang Z, Wang M, Zhu W. Associations Between Diffusion Dynamics and Functional Outcome in Acute and Early Subacute Ischemic Stroke. Clin Neuroradiol 2019; 30:517-524. [PMID: 31399748 DOI: 10.1007/s00062-019-00812-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2018] [Accepted: 06/29/2019] [Indexed: 10/26/2022]
Abstract
PURPOSE The current study aimed to investigate the associations between diffusion dynamics of ischemic lesions and clinical functional outcome of acute and early subacute stroke. MATERIAL AND METHODS A total of 80 patients with first ever infarcts in the territory of the middle cerebral artery underwent multi-b-values diffusion-weighted imaging and diffusion kurtosis imaging. Multiple diffusion parameters were generated in postprocessing using different diffusion models. Long-term functional outcome was evaluated with modified Rankin scale (mRS) at 6 months post-stroke. Good functional outcome was defined as mRS score ≤ 2 and poor functional outcome was defined as mRS score ≥ 3. Univariate analysis was used to compare the diffusion parameters and clinical features between patients with poor and good functional outcome. Significant parameters were further analyzed for correlations with functional outcome using partial correlation. RESULTS In univariate analyses, standard-b-values apparent diffusion coefficient (ADCst) ratio and fractional anisotropy (FA) ratio of acute stroke, ADCst ratio and mean kurtosis (MK) ratio of early subacute stroke were statistically different between patients with poor outcome and good outcome (P < 0.05). When the potential confounding factor of lesion volume was controlled, only FA ratio of acute stroke, ADCst ratio and MK ratio of early subacute stroke remained correlated with the functional outcome (P < 0.05). CONCLUSION Diffusion dynamics are correlated with the clinical functional outcome of ischemic stroke. This correlation is independent of the effect of lesion volume and is specific to the time period between symptom onset and imaging. More effort is needed to further investigate the predictive value of diffusion-weighted imaging.
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Affiliation(s)
- Chengxia Liu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, 430030, Wuhan, China
| | - Shun Zhang
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, 430030, Wuhan, China
| | - Yihao Yao
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, 430030, Wuhan, China
| | - Changliang Su
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, 430030, Wuhan, China
| | - Zhenxiong Wang
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, 430030, Wuhan, China
| | - Minghuan Wang
- Department of Neurology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 430030, Wuhan, China
| | - Wenzhen Zhu
- Department of Radiology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, 430030, Wuhan, China.
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