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Zhang H, Li Y, Zhan L, Long J, Shen J, Chen J, Qian J, Pan Z, Wu X, Wang Z, Wu W, Huang G. Knowledge domain and emerging trends in post-stroke cognitive impairment: a bibliometric analysis. Front Aging Neurosci 2025; 17:1525626. [PMID: 40103932 PMCID: PMC11913868 DOI: 10.3389/fnagi.2025.1525626] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2024] [Accepted: 02/17/2025] [Indexed: 03/20/2025] Open
Abstract
Background Cognitive impairment is an important cause of disability and death among the elderly. One of the most important risk factors is stroke. Post-stroke cognitive impairment (PSCI) not only diminishes the quality of life for patients but also increases the burden on families and society. But PSCI can be mitigated through early intervention. Cerebral small vessel disease (CSVD) is one of the significant causes of stroke and has garnered considerable attention in PSCI. Therefore, this study aims to identify research priorities and trends in PSCI through bibliometric analysis, and further explore the role played by CSVD in PSCI. Methods In this study, we performed a systematic search in the Science Citation Index Expanded (SCI-E) of the Web of Science Core Collection (WoSCC). VOSviewer, CiteSpace and Origin were mainly used to visualize the research focus and trend in PSCI. In addition, we screened the retrieved literature again, and performed keyword analysis on the studies related to CSVD. Results A total of 1,943 publications were retrieved in the field of PSCI in this study, with consistent upward trend in annual publications in recent years. Pendlebury was an important leader in PSCI research. Capital Medical University was in the leading position judging from the number of publications. China had the highest number of publications in this field. The journal Stroke had the strongest international influence in this field. Keywords such as "functional connectivity," "tool," "systematic review," and "meta-analysis" have been revealed to have momentous impact on PSCI in recent years. In the further analysis of PSCI and CSVD, "hypertension," "white matter hyperintensities (WMH)," "cerebral microbleeds (CMBs)," and "cerebral amyloid angiopathy (CAA)" received extensive attention. Conclusion The study of PSCI is still in the development stage. This study systematically summarizes the progress and development trend in the field of PSCI, and further explores the relationship between CSVD and PSCI through hypertension and magnetic resonance imaging markers. This study is of great significance for researchers to quickly understand the development of PSCI, but also helps them understand future directions, and provides important insights for the prevention and treatment of PSCI.
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Affiliation(s)
- Heyu Zhang
- Department of Neurology, The First Affiliated Hospital of Wenzhou Medical University, Affiliated With Wenzhou Medical University, Wenzhou, China
| | - Yanwei Li
- Department of Neurology, The First Affiliated Hospital of Wenzhou Medical University, Affiliated With Wenzhou Medical University, Wenzhou, China
| | - Luqian Zhan
- Department of Neurology, Wenzhou Hospital of Integrated Traditional Chinese and Western Medicine, Wenzhou, China
| | - Jingfang Long
- Department of Neurology, Wenzhou Central Hospital, Wenzhou, China
| | - Jianing Shen
- Department of Neurology, The First Affiliated Hospital of Wenzhou Medical University, Affiliated With Wenzhou Medical University, Wenzhou, China
| | - Jiahui Chen
- Department of Neurology, The First Affiliated Hospital of Wenzhou Medical University, Affiliated With Wenzhou Medical University, Wenzhou, China
| | - Jiajing Qian
- Department of Mental Health, The First Affiliated Hospital of Wenzhou Medical University, Affiliated With Wenzhou Medical University, Wenzhou, China
| | - Zhiming Pan
- Department of Neurology, The First Affiliated Hospital of Wenzhou Medical University, Affiliated With Wenzhou Medical University, Wenzhou, China
| | - Xue Wu
- Department of Thyroid and Breast Surgery, The First Affiliated Hospital of Wenzhou Medical University, Affiliated With Wenzhou Medical University, Wenzhou, China
| | - Zhen Wang
- Department of Neurology, The First Affiliated Hospital of Wenzhou Medical University, Affiliated With Wenzhou Medical University, Wenzhou, China
- Key Laboratory of Alzheimer's Disease of Zhejiang Province, Institute of Aging, Wenzhou, China
| | - Wenjun Wu
- Department of Endocrinology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Affiliated With Wenzhou Medical University, Wenzhou, China
| | - Guiqian Huang
- Department of Neurology, The First Affiliated Hospital of Wenzhou Medical University, Affiliated With Wenzhou Medical University, Wenzhou, China
- School of Mental Health, Affiliated With Wenzhou Medical University, Wenzhou, China
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Ziai W, Woo D, Sansing L, Hanley D, Ostapkovich N, Triene K, Gilkerson LA, Thompson R, Walborn N, Lane K, McBee N, Langefeld CD, Howard TD, Vagal A, Flaherty ML. The REpeated ASSEssment of SurvivorS in intracerebral haemorrhage: protocol for a multicentre, prospective observational study. BMJ Open 2025; 15:e094322. [PMID: 39915023 PMCID: PMC11800296 DOI: 10.1136/bmjopen-2024-094322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Accepted: 01/20/2025] [Indexed: 02/09/2025] Open
Abstract
BACKGROUND The REpeated ASSEssment of SurvivorS (REASSESS) study will conduct long-term cognitive, functional and neuropsychiatric performance assessments to determine whether evacuation of spontaneous intracerebral haemorrhage (ICH) reduces the risk of later cognitive decline in the ageing brain. METHODS AND ANALYSIS This study will compare rates of cognitive decline under two treatment strategies for ICH. The first strategy is the use of minimally invasive surgery (MIS) with similar techniques as performed in (1) the Minimally Invasive Surgery plus rt-PA in the Treatment of Intracerebral haemorrhage Evacuation phase III (MISTIE III) trial, (2) the Early MiNimally-invasive Removal of IntraCerebral Haemorrhage (ENRICH) trial and (3) a single-centre cohort of consecutively treated patients with MIS. The second strategy is the current non-surgical standard of care using data from controls in MISTIE III and ENRICH and comparative data from The Ethnic/Racial Variations of ICH (ERICH) studyextended into the ERICH-Longitudinal study, which followed over 900 of ERICH cases with serial cognitive examinations. If successful, the REASSESS study could demonstrate that reduction of ICH volume is a critical target to reduce the risk of progressive cognitive decline, establish targets for residual haematoma volume reduction and determine if greater residual haematoma volume leads to a long-term inflammatory state. ETHICS AND DISSEMINATION Approval of this study was obtained from the Johns Hopkins University Institutional Review Board (IRB00311985). The findings of the study will be published in academic peer-reviewed journals. TRIAL REGISTRATION NUMBER NCT05611918; ClinicalTrials.gov; registered on 23 May 2023.
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Affiliation(s)
- Wendy Ziai
- Division of Neurocritical Care, Department of Neurology and Neurosurgery, Johns Hopkins University, Baltimore, Maryland, USA
- Division of Brain Injury Outcomes, Department of Neurology and Neurosurgery, Johns Hopkins University, Baltimore, Maryland, USA
| | - Daniel Woo
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati, Cincinnati, Ohio, USA
| | - Lauren Sansing
- Department of Neurology, Yale University School of Medicine, New Haven, Connecticut, USA
| | - Daniel Hanley
- Division of Brain Injury Outcomes, Department of Neurology and Neurosurgery, Johns Hopkins University, Baltimore, Maryland, USA
| | - Noeleen Ostapkovich
- Division of Brain Injury Outcomes, Department of Neurology and Neurosurgery, Johns Hopkins University, Baltimore, Maryland, USA
| | - Kevin Triene
- Division of Brain Injury Outcomes, Department of Neurology and Neurosurgery, Johns Hopkins University, Baltimore, Maryland, USA
| | - Lee A Gilkerson
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Richard Thompson
- Department of Biostatistics, Johns Hopkins University Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Nathan Walborn
- Division of Brain Injury Outcomes, Department of Neurology and Neurosurgery, Johns Hopkins University, Baltimore, Maryland, USA
| | - Karen Lane
- Division of Brain Injury Outcomes, Department of Neurology and Neurosurgery, Johns Hopkins University, Baltimore, Maryland, USA
| | - Nichol McBee
- Division of Brain Injury Outcomes, Department of Neurology and Neurosurgery, Johns Hopkins University, Baltimore, Maryland, USA
| | - Carl D Langefeld
- Department of Biostatistics and Data Science (CDL), Biochemistry (TDH) and the Center for Precision Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Timothy David Howard
- Department of Biostatistics and Data Science (CDL), Biochemistry (TDH) and the Center for Precision Medicine, Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Achala Vagal
- Department of Radiology, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
| | - Matthew L Flaherty
- Department of Neurology and Rehabilitation Medicine, University of Cincinnati College of Medicine, Cincinnati, Ohio, USA
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Xia X, Liu J, Cui J, You Y, Huang C, Li H, Zhang D, Ren Q, Jiang Q, Meng X. A nomogram incorporating CT-based peri-hematoma radiomics features to predict functional outcome in patients with intracerebral hemorrhage. Eur J Radiol 2025; 183:111871. [PMID: 39662425 DOI: 10.1016/j.ejrad.2024.111871] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Revised: 11/22/2024] [Accepted: 12/02/2024] [Indexed: 12/13/2024]
Abstract
OBJECTIVE To evaluate the ability of non-contrast computed tomography based peri-hematoma and intra-hematoma radiomic features to predict the 90-day poor functional outcome for spontaneous intracerebral hemorrhage (sICH) and to present an effective clinically relevant machine learning system to assist in prognosis prediction. MATERIALS AND METHODS We retrospectively analyzed the data of 691 patients diagnosed with sICH at two medical centers. Fifteen radiomic features from the intra- and peri-hematoma regions were extracted and selected to build six radiomics models. The clinical-semantic model and nomogram model were constructed to compare prediction abilities. The areas under the curve (AUC) and decision curve analysis were used to evaluate discriminative performance. RESULTS Combining radiomics of the intra-hematoma with peri-hematoma regions significantly improved the AUC to 0.843 compared with radiomics of the intra-hematoma region (AUC = 0.780, P < 0.001) in the test set. A similar trend was observed in the external validation cohort (AUC, 0.769 vs. 0.793, P = 0.709). The nomogram, which integrates clinical-semantic signatures with intra-hematoma and peri-hematoma radiomics signatures, accurately predicted a 90-day poor functional outcome in both the test and external validation sets (AUC 0.879 and 0.901, respectively). CONCLUSION The nomogram constructed using clinical-semantic signatures and combined intra-hematoma and peri-hematoma radiomics signatures showed the potential to precisely predict 90-day poor functional outcomes for sICH.
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Affiliation(s)
- Xiaona Xia
- Department of Radiology, Qilu Hospital (Qingdao) of Shandong University, Qingdao, China
| | - Jieqiong Liu
- Department of Radiology, Qilu Hospital (Qingdao) of Shandong University, Qingdao, China
| | - Jiufa Cui
- Department of Radiology, The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Yi You
- Department of Research Collaboration, R&D Center, Beijing Deepwise & League of PHD Technology Co., Ltd, Beijing 100080, China
| | - Chencui Huang
- Department of Research Collaboration, R&D Center, Beijing Deepwise & League of PHD Technology Co., Ltd, Beijing 100080, China
| | - Hui Li
- Department of Radiology, Qilu Hospital (Qingdao) of Shandong University, Qingdao, China
| | - Daiyong Zhang
- Department of Radiology, Qilu Hospital (Qingdao) of Shandong University, Qingdao, China
| | - Qingguo Ren
- Department of Radiology, Qilu Hospital (Qingdao) of Shandong University, Qingdao, China
| | - Qingjun Jiang
- Department of Radiology, Qilu Hospital (Qingdao) of Shandong University, Qingdao, China
| | - Xiangshui Meng
- Department of Radiology, Qilu Hospital (Qingdao) of Shandong University, Qingdao, China.
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Fu W, Ma Z, Mei B, Yan Y, Peng J, Hou J, Yang Z, Zhang Y, Li Z, Gong X. Predicting progression of cerebral small vessel disease: relevance of carotid perivascular fat density based on computed tomography angiography. Quant Imaging Med Surg 2025; 15:1582-1598. [PMID: 39995701 PMCID: PMC11847194 DOI: 10.21037/qims-24-1512] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2024] [Accepted: 12/31/2024] [Indexed: 02/26/2025]
Abstract
Background Symptomatic carotid lesions surrounded by perivascular fat have been found to be associated with the presence of cerebral small vessel disease (CSVD). In this study, we investigated the possible relationship of perivascular fat density (PFD) with CSVD and its progression, independent of the presence of carotid stenosis. Methods This study retrospectively evaluated consecutive patients without carotid stenosis who underwent carotid computed tomography angiography (CTA), computed tomography perfusion (CTP), and two brain magnetic resonance imaging (MRI) scans at Zhejiang Provincial People's Hospital (hospital I) from January 2019 to March 2024. Patients were categorized into three groups: without CSVD (n=34), with CSVD without progression (n=83), and with CSVD progression (n=146) according to MRI markers of CSVD. Additionally, 65 patients (including 22 with CSVD without progression and 43 with CSVD progression) were collected from Hangzhou Traditional Chinese Medicine Hospital (hospital II) for external validation. PFD was quantified using a dedicated software. The association between perfusion status on CTP and CSVD was assessed. The associations of PFD and imaging markers with the progression of CSVD were also analyzed. Six models based on PFD, significant clinical factors, and radiomic signatures were developed and validated to predict the CSVD progression. Results PFD values were positively associated with lacunes, cerebral microbleeds (CMBs), and white matter hyperintensities (WMH) (all P<0.05). In addition, patients with CSVD progression had higher PFD than those without [-51.38±7.35 vs. -57.19±7.31 Hounsfield unit (HU); P<0.001]. Multivariate analysis indicated that diabetes, coronary artery disease, PFD, and radiomic signatures were independent predictors of CSVD progression. Moreover, the hybrid model showed enhanced performance and yielded the highest area under the receiver operating characteristic curve (AUC) of the receiver operator characteristic curve [training: AUC =0.818, 95% confidence interval (CI): 0.758-0.876; internal validation: AUC =0.805, 95% CI: 0.690-0.908; external validation: AUC =0.807, 95% CI: 0.676-0.921]. Conclusions This study showed that, in participants without carotid stenosis, PFD was predictive of CSVD progression, suggesting the possible involvement of the inflammation present in perivascular fat in the pathogenesis of CSVD.
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Affiliation(s)
- Wanyun Fu
- The Second School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China
- Center for Rehabilitation Medicine, Department of Radiology, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital), Hangzhou Medical College, Hangzhou, China
| | - Zhangman Ma
- The Second School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, China
| | - Bozhe Mei
- Jinzhou Medical University Postgraduate Training Base (Zhejiang Provincial People’s Hospital, People’s Hospital of Hangzhou Medical College), Hangzhou, China
| | - Yuting Yan
- Center for Rehabilitation Medicine, Department of Radiology, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital), Hangzhou Medical College, Hangzhou, China
| | - Jiaxuan Peng
- Center for Rehabilitation Medicine, Department of Radiology, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital), Hangzhou Medical College, Hangzhou, China
| | - Jie Hou
- Center for Rehabilitation Medicine, Department of Radiology, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital), Hangzhou Medical College, Hangzhou, China
| | | | - Yongsheng Zhang
- Department of Radiology, Hangzhou Traditional Chinese Medicine Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Zhiping Li
- Department of Radiology, Hangzhou Traditional Chinese Medicine Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China
| | - Xiangyang Gong
- Center for Rehabilitation Medicine, Department of Radiology, Zhejiang Provincial People’s Hospital (Affiliated People’s Hospital), Hangzhou Medical College, Hangzhou, China
- Institute of Artificial Intelligence and Remote Imaging, Hangzhou Medical College, Hangzhou, China
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5
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Dörner M, Pfister M, Tyndall A, von Känel R, Neumann K, Schreiber F, Arndt P, Fuchs E, Garz C, Glanz W, Butryn M, John AC, Hildebrand A, Euler S, Hofmann AB, Machetanz L, Kirchebner J, Tacik P, Grimm A, Jansen R, Pawlitzki M, Henneicke S, Perosa V, Labeit B, Düzel E, Meuth SG, Vielhaber S, Mattern H, Bernal J, Schreiber S. Associations of inferior frontal sulcal hyperintensities on brain MRI with cerebral small vessel disease, cognitive function, and depression symptoms. Sci Rep 2025; 15:2999. [PMID: 39849098 PMCID: PMC11758024 DOI: 10.1038/s41598-025-87493-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Accepted: 01/20/2025] [Indexed: 01/25/2025] Open
Abstract
Inferior frontal sulcal hyperintensities (IFSH) observed on fluid-attenuated inversion recovery (FLAIR) MRI have been proposed as indicators of elevated cerebrospinal fluid waste accumulation in cerebral small vessel disease (CSVD). However, to validate IFSH as a reliable imaging biomarker, further replication studies are required. The objective of this study was to investigate associations between IFSH and CSVD, and their potential repercussions, i.e., cognitive impairment and depression. We prospectively recruited 47 patients with CSVD and 29 cognitively normal controls (NC). IFSH were rated visually based on FLAIR MRI. Using different regression models, we explored the relationship between IFSH, group status (CSVD vs. NC), CSVD severity assessed with MRI, cognitive function, and symptoms of depression. Patients with CSVD were more likely to have higher IFSH scores compared to NC (OR 5.64, 95% CI 1.91-16.60), and greater CSVD severity on MRI predicted more severe IFSH (OR 1.47, 95% CI 1.14-1.88). Higher IFSH scores were associated with lower cognitive function (-0.96, 95% CI -1.81 to -0.10), and higher levels of depression (0.33, 95% CI 0.01-0.65). CSVD and IFSH may be tightly linked to each other, and the accumulation of waste products, indicated by IFSH, could have detrimental effects on cognitive function and symptoms of depression.
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Affiliation(s)
- Marc Dörner
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany.
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, Culmannstrasse 8, Zurich, 8091, Switzerland.
| | - Malte Pfister
- Department of Neurology, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Anthony Tyndall
- Department of Neuroradiology, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, 8091, Switzerland
| | - Roland von Känel
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, Culmannstrasse 8, Zurich, 8091, Switzerland
| | - Katja Neumann
- Department of Neurology, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Frank Schreiber
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany
- Department of Neurology, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Philipp Arndt
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany
- Department of Neurology, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Erelle Fuchs
- Department of Neuroradiology, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Cornelia Garz
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany
- Department of Neurology, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Michaela Butryn
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Anna-Charlotte John
- Department of Neurology, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Annkatrin Hildebrand
- Department of Neurology, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Sebastian Euler
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, Culmannstrasse 8, Zurich, 8091, Switzerland
| | - Andreas B Hofmann
- Department of Psychiatry, Psychotherapy, and Psychosomatics, University Hospital of Psychiatry Zurich, University of Zurich, Zurich, 8032, Switzerland
| | - Lena Machetanz
- Department of Psychiatry, Psychotherapy, and Psychosomatics, University Hospital of Psychiatry Zurich, University of Zurich, Zurich, 8032, Switzerland
- Department of Forensic Psychiatry, University Hospital of Psychiatry Zurich, University of Zurich, Zurich, 8032, Switzerland
| | - Johannes Kirchebner
- Department of Forensic Psychiatry, University Hospital of Psychiatry Zurich, University of Zurich, Zurich, 8032, Switzerland
| | - Pawel Tacik
- Department of Parkinson's Disease, Sleep and Movement Disorders, University Hospital Bonn, 53127, Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127, Bonn, Germany
| | - Alexander Grimm
- Center for Neurology, Tuebingen University Hospital and Hertie-Institute for Clinical Brain Research, Eberhard Karls University, 72076, Tuebingen, Tuebingen, Germany
| | - Robin Jansen
- Department of Neurology, Medical Faculty, Heinrich Heine University, 40225, Düsseldorf, Germany
| | - Marc Pawlitzki
- Department of Neurology, Medical Faculty, Heinrich Heine University, 40225, Düsseldorf, Germany
| | - Solveig Henneicke
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany
- Department of Neurology, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Valentina Perosa
- Massachusetts General Hospital, J. Philip Kistler Stroke Research Center, 02114, Boston, MA, Germany
| | - Bendix Labeit
- Department of Neurology, Medical Faculty, Heinrich Heine University, 40225, Düsseldorf, Germany
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Sven G Meuth
- Department of Neurology, Medical Faculty, Heinrich Heine University, 40225, Düsseldorf, Germany
| | - Stefan Vielhaber
- Department of Neurology, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Hendrik Mattern
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany
- Center for Behavioural Brain Sciences (CBBS), 39120, Magdeburg, Germany
- Biomedical Magnetic Resonance, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Jose Bernal
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, 39120, Magdeburg, Germany
- Centre for Clinical Brain Sciences, The University of Edinburgh, 49 Little France Crescent, Edinburgh, EH16 4SB, UK
- UK Dementia Research Institute Centre, University of Edinburgh, Edinburgh Bioquarter, 49 Little France Crescent, EH16 4SB, Edinburgh, United Kingdom
| | - Stefanie Schreiber
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany
- Department of Neurology, Otto-von-Guericke University, 39120, Magdeburg, Germany
- Center for Behavioural Brain Sciences (CBBS), 39120, Magdeburg, Germany
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Kimball TN, Tack RW, Chen A, Prapiadou S, Senff JR, Tan BY, Singh SD, van Veluw SJ, Greenberg SM, Rosand J, Anderson CD. Genetics of intracerebral hemorrhage. J Cereb Blood Flow Metab 2025:271678X241310401. [PMID: 39763366 DOI: 10.1177/0271678x241310401] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/05/2025]
Abstract
Spontaneous intracerebral hemorrhage(ICH) represents a life-threatening form of stroke, marked by its impact on survival and quality of life. ICH can be categorized from monogenic disorders linked to causal germline variants in ICH-related genes to complex sporadic cases, highlighting the interaction among lifestyle factors, environmental influences, and genetic components in determining risk. Among sporadic ICH, the influence of these factors varies across ICH subtypes, evidenced by heritability rates of up to 73% for lobar ICH versus 34% for non-lobar ICH. This review presents an outline of the genetic landscape of ICH, covering both monogenic and sporadic forms. It highlights associations between ICH risk and genetic variants, including rare and common variants in genes such as COL4A1, COL4A2, APOE, ACE, MTHFR, and PMF1. However, replication has been constrained, and most findings originate from single-candidate gene studies, largely due to ancestry heterogeneity, small sample sizes, and scarce subtype-specific data. To bridge this gap, collaborative efforts like the International Stroke Genetic Consortium have been established. Additionally, the review discusses the emerging role of polygenic risk scores, Mendelian randomization, and the potential of genetic and omics research to elucidate causal pathobiology. Such insights could lead to preventive measures and personalized ICH treatment strategies.
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Affiliation(s)
- Tamara N Kimball
- McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA
| | - Reinier Wp Tack
- McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Anna Chen
- McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Savvina Prapiadou
- McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA
| | - Jasper R Senff
- McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Benjamin Yq Tan
- McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Sanjula D Singh
- McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | | | - Steven M Greenberg
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
| | - Jonathan Rosand
- McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Christopher D Anderson
- McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Brigham and Women's Hospital, Boston, MA, USA
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7
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Ikeda S, Yakushiji Y, Tanaka J, Nishihara M, Ogata A, Eriguchi M, Ono S, Kosugi M, Suzuyama K, Mizoguchi M, Shichijo C, Ide T, Nagaishi Y, Ono N, Yoshikawa M, Katsuki Y, Irie H, Abe T, Koike H, Hara H. Cerebral small vessel disease markers and long-term prognosis in spontaneous intracerebral hemorrhage: the HAGAKURE-ICH study. Hypertens Res 2025; 48:233-243. [PMID: 39300296 DOI: 10.1038/s41440-024-01906-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 08/27/2024] [Accepted: 09/02/2024] [Indexed: 09/22/2024]
Abstract
We investigated the effects of individual and cumulative cerebral small vessel disease (SVD) markers on long-term clinical outcomes in spontaneous intracerebral hemorrhage (sICH) patients. This prospective, single-center cohort study was conducted from 2012 to 2019. SVD markers, including lacunae, cerebral microbleeds, white matter hyperintensity (WMH), and perivascular spaces in the basal ganglia, were assessed to calculate a summary SVD score. Patients were categorized into severe (score ≥3) and non-severe (score 0-2) SVD burden groups. Functional prognosis was defined as recovery, no change, or decline based on modified Rankin Scale changes at 2 years after discharge, excluding death. Associations of SVD burden and individual SVD markers with outcomes were evaluated using Cox proportional hazards modeling for recurrent stroke and all-cause mortality, and using ordinal logistic regression for functional prognosis. Among 155 sICH patients who underwent MRI, 98 showed severe SVD burden. Recurrent stroke and all-cause mortality rates were 2.2 and 8.3 per 100 patient-years, respectively, over a median 2.1-year follow-up. In terms of functional prognosis, 57 patients (51.8%) recovered, 32 (29.1%) showed no change, and 21 (19.1%) declined. A significant association was apparent between severe SVD burden and poorer functional prognosis (odds ratio [OR] 2.48, 95% confidence interval [CI] 1.04-6.04; p = 0.042), particularly with moderate-to-severe WMH (OR 2.54, 95%CI 1.02-6.54; p = 0.048). The cumulative effects of SVD markers inhibited long-term functional recovery in sICH patients. Severe SVD burden, as well as moderate-to-severe WMH, can be indicators of long-term prognosis after sICH.
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Affiliation(s)
- Shuhei Ikeda
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
- Department of Neurology, Kansai Medical University, Hirakata, Japan
| | - Yusuke Yakushiji
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan.
- Department of Neurology, Kansai Medical University, Hirakata, Japan.
| | - Jun Tanaka
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Masashi Nishihara
- Department of Radiology, Faculty of Medicine, Saga University, Saga, Japan
| | - Atsushi Ogata
- Department of Neurosurgery, Faculty of Medicine, Saga University, Saga, Japan
| | - Makoto Eriguchi
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Shohei Ono
- Department of Neurology, Kansai Medical University, Hirakata, Japan
| | - Masafumi Kosugi
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Kohei Suzuyama
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Megumi Mizoguchi
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Chika Shichijo
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Toshihiro Ide
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Yukiko Nagaishi
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Natsuki Ono
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Masaaki Yoshikawa
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Yoshiko Katsuki
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Hiroyuki Irie
- Department of Radiology, Faculty of Medicine, Saga University, Saga, Japan
| | - Tatsuya Abe
- Department of Neurosurgery, Faculty of Medicine, Saga University, Saga, Japan
| | - Haruki Koike
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Hideo Hara
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
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Wang H, Zhu Y, Zheng L, Chen M, Hao Z, Guo R, Feng L, Wang D. Association of the COL4A2 Gene Polymorphisms with Primary Intracerebral Hemorrhage Risk and Outcome in Chinese Han Population. Mol Neurobiol 2024; 61:8787-8796. [PMID: 38565785 DOI: 10.1007/s12035-024-04146-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Accepted: 03/23/2024] [Indexed: 04/04/2024]
Abstract
The relationship of single nucleotide polymorphisms (SNPs) in COL4A2 gene with risk and outcome of primary intracerebral hemorrhage (ICH) in the Chinese Han population remains unclear, which was investigated in this study. Primary ICH patients and non-stroke controls of Chinese Han ethnicity were enrolled. The genotypes of 8 tag-SNPs were determined using a custom-by-design 48-Plex SNPscan Kit. Poor 3-month outcome was defined as modified Rankin Scale score 4-6. Logistic regression was employed to examine association between COL4A2 variants and risk and poor outcome of primary ICH. 323 patients with primary ICH and 376 stroke-free controls were included. Compared to controls, the rs1049931 G and rs1049906 C alleles were associated with increased ICH risk (p = 0.027 and 0.033), and these two allele counts increased this risk after adjustments respectively (additive model: adjusted OR [aOR] 1.41, 95% CI 1.03-1.94, corrected p = 0.043; aOR 1.37, 95% CI 1.01-1.86, corrected p = 0.043). The rs1049931 AG/GG and rs1049906 CT/CC genotypes showed increased susceptibility to non-lobar hemorrhage (aOR 1.63, 95% CI 1.06-2.50, p = 0.025; aOR 1.63, 95% CI 1.07-2.47, p = 0.022). Haplotype analysis revealed an association between rs1049906-rs1049931 haplotype CG and ICH risk (OR 1.36, 95% CI 1.05-1.78, p = 0.021). Regarding clinical outcome, the rs3803230 C allele (dominant model: aOR 1.94, 95% CI 1.04-3.63, p = 0.037) and haplotype AC of rs7990214-rs3803230 (OR 1.98, 95% CI 1.13-3.46, p = 0.015) contributed to 3-month poor outcome. The COL4A2 polymorphisms are associated with an increased risk of primary ICH, mainly non-lobar hemorrhage, and with long-term poor outcome after ICH in Chinese Han population.
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Affiliation(s)
- Huan Wang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, China
- Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Yuyi Zhu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, China
- Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Lukai Zheng
- Institute for Stroke and Dementia Research, University Hospital, LMU Munich, 81377, Munich, Germany
| | - Mingxi Chen
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, China
- Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Zilong Hao
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, China
- Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Rui Guo
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Ling Feng
- Department of Neurology, West China Hospital, Sichuan University/West China School of Nursing, Sichuan University, Chengdu, 610041, China.
| | - Deren Wang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, 610041, China.
- Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, 610041, China.
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Xu C, Xia J, Qiang Y, Wu Y. Relationship between burden of cerebral small vessel disease on imaging and cognitive impairment of COPD patients. J Neurosci Methods 2024; 410:110218. [PMID: 38996845 DOI: 10.1016/j.jneumeth.2024.110218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Revised: 06/18/2024] [Accepted: 07/09/2024] [Indexed: 07/14/2024]
Abstract
OBJECTIVE This study aims to explore the relationship between the burden of cerebral small vessel disease (CSVD) on imaging and cognitive impairment (CI) in patients with chronic obstructive pulmonary disease (COPD). METHODS The study included 118 COPD patients admitted to Changxing People's Hospital between July 2020 and July 2023. All patients received a 1.5 T MRI of the brain and pulmonary function tests. A cognitive function assessment was conducted via the Montreal Cognitive Assessment (MoCA) scale, and patients were divided into two groups. The relationship between the MoCA and CSVD burden score was analyzed by Pearson correlation, and to identify risk factors, multiple logistic regression analysis was performed. RESULTS The study showed a negative correlation between the MoCA and CSVD burden score in COPD patients (r=-0.479, P<0.001). Multiple logistic regression analysis found that age (OR=2.264, 95 % CI: 1.426-3.596, P<0.001), COPD grade (OR=3.139, 95 % CI: 2.012-4.898, P<0.001), as well as CSVD burden score (OR=5.336, 95 % CI: 1.191-23.900, P<0.001) were the independent risk factors for CI in COPD patients (P<0.05). CONCLUSION When screening for cognitive impairment in COPD patients, the CSVD burden score can be used in conjunction with cognitive assessment scales to make judgments.
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Affiliation(s)
- Chentao Xu
- Department of Radiology, Changxing People's Hospital, Huzhou, Zhejiang 313100, China.
| | - Jinjin Xia
- Department of Neurology, Changxing People's Hospital, Huzhou, Zhejiang 313100, China.
| | - Yanfei Qiang
- Department of Respiration, Changxing People's Hospital, Huzhou, Zhejiang 313100, China.
| | - Yingzhe Wu
- Department of Radiology, Changxing People's Hospital, Huzhou, Zhejiang 313100, China.
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10
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Huang B, Zheng W, Mu R, Yang P, Li X, Liu F, Qin X, Zhu X. Disparities in the diagnostic efficacy of radiomics models in predicting various degrees of cognitive impairment in patients with cerebral small vessel disease. BMC Med Imaging 2024; 24:257. [PMID: 39333913 PMCID: PMC11428886 DOI: 10.1186/s12880-024-01431-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2024] [Accepted: 09/18/2024] [Indexed: 09/30/2024] Open
Abstract
BACKGROUND Aim to validate the diagnostic efficacy of radiomics models for predicting various degrees of cognitive impairment in patients with cerebral small vessel disease (CSVD). METHODS Participants were divided into mild cognitive impairment group (mild-CSVD group) and sever cognitive impairment group (sever-CSVD group) according to Montreal Cognitive Assessment (MoCA) performance, 98 gender-age-education matched subjects served as normal controls. Radiomic features were extracted from the segmented hippocampus using PyRadiomics. The feature preprocessing involved replacing missing values with the mean, applying stratified random sampling to allocate subjects into training (80%) and testing (20%) sets, ensuring balance among the three classes (normal controls, mild-CSVD group, and sever-CSVD group). A feature selection method was applied to identify discriminative radiomic features, with the optimal texture feature chosen for developing diagnostic models. Performance was evaluated in both the training and testing sets using receiver operating characteristic (ROC) curve analysis. RESULTS The radiomics model achieved an accuracy of 0.625, an AUC of 0.593, a sensitivity of 0.828, and a specificity of 0.316 in distinguishing mild-CSVD group from normal controls. When distinguishing mild-CSVD group from sever-CSVD group, the radiomics model reached an accuracy of 0.683, an AUC of 0.660, a sensitivity of 0.167, and a specificity of 0.897. Similarly, in distinguishing sever-CSVD group from normal controls, the radiomics model exhibited an accuracy of 0.781, an AUC of 0.818, a sensitivity of 0.538, and a specificity of 0.947. CONCLUSION Radiomics model based on hippocampal texture had disparities in the diagnostic efficacy of radiomics models in predicting various degrees of cognitive impairment in patients with CSVD.
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Affiliation(s)
- Bingqin Huang
- Graduate School, Guilin Medical University, Guilin, 541002, China
- Department of Radiology, Nanxishan Hospital of Guangxi Zhuang Autonomous Region, Guilin, 541004, China
| | - Wei Zheng
- Department of Radiology, Nanxishan Hospital of Guangxi Zhuang Autonomous Region, Guilin, 541004, China
| | - Ronghua Mu
- Department of Radiology, Nanxishan Hospital of Guangxi Zhuang Autonomous Region, Guilin, 541004, China
| | - Peng Yang
- Department of Radiology, Nanxishan Hospital of Guangxi Zhuang Autonomous Region, Guilin, 541004, China
| | - Xin Li
- Department of Radiology, Nanxishan Hospital of Guangxi Zhuang Autonomous Region, Guilin, 541004, China
| | - Fuzhen Liu
- Department of Radiology, Nanxishan Hospital of Guangxi Zhuang Autonomous Region, Guilin, 541004, China
| | - Xiaoyan Qin
- Department of Radiology, Nanxishan Hospital of Guangxi Zhuang Autonomous Region, Guilin, 541004, China.
| | - Xiqi Zhu
- Department of Radiology, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, 533000, China.
- Life Science and Clinical Medicine Research Center, Affiliated Hospital of Youjiang Medical University for Nationalities, Baise, 533000, China.
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11
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Dörner M, Tyndall A, Hainc N, von Känel R, Neumann K, Euler S, Schreiber F, Arndt P, Fuchs E, Garz C, Glanz W, Butryn M, Schulze JB, Schiebler SLF, John AC, Hildebrand A, Hofmann AB, Machetanz L, Kirchebner J, Tacik P, Grimm A, Jansen R, Pawlitzki M, Henneicke S, Bernal J, Perosa V, Düzel E, Meuth SG, Vielhaber S, Mattern H, Schreiber S. Neuropsychiatric symptoms and lifelong mental activities in cerebral amyloid angiopathy - a cross-sectional study. Alzheimers Res Ther 2024; 16:196. [PMID: 39232823 PMCID: PMC11375846 DOI: 10.1186/s13195-024-01519-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2024] [Accepted: 06/25/2024] [Indexed: 09/06/2024]
Abstract
BACKGROUND While several studies in cerebral amyloid angiopathy (CAA) focus on cognitive function, data on neuropsychiatric symptoms (NPS) and lifelong mental activities in these patients are scarce. Since NPS are associated with functional impairment, faster cognitive decline and faster progression to death, replication studies in more diverse settings and samples are warranted. METHODS We prospectively recruited n = 69 CAA patients and n = 18 cognitively normal controls (NC). The number and severity of NPS were assessed using the Alzheimer's Disease (AD) Assessment Scale's (ADAS) noncognitive subscale. We applied different regression models exploring associations between NPS number or severity and group status (CAA vs. NC), CAA severity assessed with magnetic resonance imaging (MRI) or cognitive function (Mini-Mental State Examination (MMSE), ADAS cognitive subscale), adjusting for age, sex, years of education, arterial hypertension, AD pathology, and apolipoprotein E status. Mediation analyses were performed to test indirect effects of lifelong mental activities on CAA severity and NPS. RESULTS Patients with CAA had 4.86 times (95% CI 2.20-10.73) more NPS and 3.56 units (95% CI 1.94-5.19) higher expected NPS severity than NC. Higher total CAA severity on MRI predicted 1.14 times (95% CI 1.01.-1.27) more NPS and 0.57 units (95% CI 0.19-0.95) higher expected NPS severity. More severe white matter hyperintensities were associated with 1.21 times more NPS (95% CI 1.05-1.39) and 0.63 units (95% CI 0.19-1.08) more severe NPS. NPS number (MMSE mean difference - 1.15, 95% CI -1.67 to -0.63; ADAS cognitive mean difference 1.91, 95% CI 1.26-2.56) and severity (MMSE - 0.55, 95% CI -0.80 to -0.30; ADAS cognitive mean difference 0.89, 95% CI 0.57-1.21) predicted lower cognitive function. Greater lifelong mental activities partially mediated the relationship between CAA severity and NPS (indirect effect 0.05, 95% CI 0.0007-0.13), and greater lifelong mental activities led to less pronounced CAA severity and thus to less NPS (indirect effect - 0.08, 95% CI -0.22 to -0.002). DISCUSSION This study suggests that NPS are common in CAA, and that this relationship may be driven by CAA severity. Furthermore, NPS seem to be tied to lower cognitive function. However, lifelong mental activities might mitigate the impact of NPS in CAA.
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Affiliation(s)
- Marc Dörner
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany.
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, Culmannstrasse 8, Zurich, 8091, Switzerland.
| | - Anthony Tyndall
- Department of Neuroradiology, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, 8091, Switzerland
| | - Nicolin Hainc
- Department of Neuroradiology, Clinical Neuroscience Center, University Hospital Zurich, University of Zurich, Zurich, 8091, Switzerland
| | - Roland von Känel
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, Culmannstrasse 8, Zurich, 8091, Switzerland
| | - Katja Neumann
- Department of Neurology, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Sebastian Euler
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, Culmannstrasse 8, Zurich, 8091, Switzerland
| | - Frank Schreiber
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany
- Department of Neurology, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Philipp Arndt
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany
- Department of Neurology, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Erelle Fuchs
- Department of Neuroradiology, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Cornelia Garz
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany
- Department of Neurology, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Wenzel Glanz
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Michaela Butryn
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Jan Ben Schulze
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, Culmannstrasse 8, Zurich, 8091, Switzerland
| | - Sarah Lavinia Florence Schiebler
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, Culmannstrasse 8, Zurich, 8091, Switzerland
| | - Anna-Charlotte John
- Department of Neurology, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Annkatrin Hildebrand
- Department of Neurology, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Andreas B Hofmann
- Department of Psychiatry, Psychotherapy, and Psychosomatics, University Hospital of Psychiatry Zurich, University of Zurich, Zurich, 8032, Switzerland
| | - Lena Machetanz
- Department of Forensic Psychiatry, University Hospital of Psychiatry Zurich, University of Zurich, Zurich, 8032, Switzerland
| | - Johannes Kirchebner
- Department of Forensic Psychiatry, University Hospital of Psychiatry Zurich, University of Zurich, Zurich, 8032, Switzerland
| | - Pawel Tacik
- Department of Parkinson's Disease, Sleep and Movement Disorders, University Hospital Bonn, 53127, Bonn, Germany
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 53127, Bonn, Germany
| | - Alexander Grimm
- Center for Neurology, Tuebingen University Hospital and Hertie-Institute for Clinical Brain Research, Eberhard Karls University, 72076, Tuebingen, Tuebingen, Germany
| | - Robin Jansen
- Department of Neurology, Heinrich Heine University, 40225, Düsseldorf, Germany
| | - Marc Pawlitzki
- Department of Neurology, Heinrich Heine University, 40225, Düsseldorf, Germany
| | - Solveig Henneicke
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany
- Department of Neurology, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Jose Bernal
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Valentina Perosa
- J. Philip Kistler Stroke Research Center, Massachusetts General Hospital, Boston, MA, 02114, USA
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany
- Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Sven G Meuth
- Department of Neurology, Heinrich Heine University, 40225, Düsseldorf, Germany
| | - Stefan Vielhaber
- Department of Neurology, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Hendrik Mattern
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany
- Center for Behavioural Brain Sciences (CBBS), 39120, Magdeburg, Germany
- Biomedical Magnetic Resonance, Otto-von-Guericke University, 39120, Magdeburg, Germany
| | - Stefanie Schreiber
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, 39120, Magdeburg, Germany.
- Department of Neurology, Otto-von-Guericke University, 39120, Magdeburg, Germany.
- Center for Behavioural Brain Sciences (CBBS), 39120, Magdeburg, Germany.
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Tsuchiya T, Shinya Y, Inoue T, Ohara K, Morikawa T, Tanishima T, Tamura A, Saito I, Ono H. Acute Hemorrhagic-Onset Atypical Meningioma: A Report of Two Cases with Emergent Resection Achieving Mid-Term Tumor Control and Neurological Preservation. Asian J Neurosurg 2024; 19:526-530. [PMID: 39205900 PMCID: PMC11349391 DOI: 10.1055/s-0043-1771328] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/04/2024] Open
Abstract
The majority of meningiomas are slow-growing benign tumors that can potentially be highly vascularized; however, acute hemorrhagic onset is rare. Herein, we describe two patients who presented with disturbance of consciousness and severe hemiplegia due to spontaneous hemorrhage from a falx atypical meningioma. A 49-year-old female presenting with a sudden disturbance of consciousness and severe left hemiplegia was found to have a falx meningioma and acute hemorrhage. Emergent resection achieved neurological relief and tumor control. A 60-year-old female with aphasia and severe right hemiplegia also had falx meningioma and hematoma, and successfully treated by emergent resection. Tumor was diagnosed as atypical meningioma in both cases. Both patients achieved mid-term tumor control for 4 and 7 years. Both patients were treated successfully with emergent surgical resection, and neurological relief and mid-term tumor control (7 and 4 years, respectively) were achieved. Given this success, immediate surgical resection with hematoma evacuation should be considered an acceptable therapeutic option for acute hemorrhagic atypical meningioma.
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Affiliation(s)
- Takahiro Tsuchiya
- Department of Neurosurgery, Fuji Brain Institute and Hospital, Fujinomiya-shi, Shizuoka, Japan
| | - Yuki Shinya
- Department of Neurosurgery, Fuji Brain Institute and Hospital, Fujinomiya-shi, Shizuoka, Japan
- Department of Neurosurgery, The University of Tokyo Hospital, Tokyo, Japan
| | - Tomohiro Inoue
- Department of Neurosurgery, Fuji Brain Institute and Hospital, Fujinomiya-shi, Shizuoka, Japan
- Department of Neurosurgery, NTT Medical Center Tokyo, Tokyo, Japan
| | - Kenta Ohara
- Department of Neurosurgery, Fuji Brain Institute and Hospital, Fujinomiya-shi, Shizuoka, Japan
- Department of Neurosurgery, Tokyo Metropolitan Geriatric Hospital and Institute of Gerontology, Tokyo, Japan
| | - Teppei Morikawa
- Department of Diagnostic Pathology, NTT Medical Center Tokyo, Tokyo, Japan
| | - Takeo Tanishima
- Department of Neurosurgery, Fuji Brain Institute and Hospital, Fujinomiya-shi, Shizuoka, Japan
| | - Akira Tamura
- Department of Neurosurgery, Fuji Brain Institute and Hospital, Fujinomiya-shi, Shizuoka, Japan
| | - Isamu Saito
- Department of Neurosurgery, Fuji Brain Institute and Hospital, Fujinomiya-shi, Shizuoka, Japan
| | - Hideaki Ono
- Department of Neurosurgery, Fuji Brain Institute and Hospital, Fujinomiya-shi, Shizuoka, Japan
- Department of Neurosurgery, The University of Tokyo Hospital, Tokyo, Japan
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13
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Wang Y, Li Y, Jiao S, Pan Y, Deng X, Qin Y, Zhao D, Liu Z. Correlation analysis and predictive model construction of metabolic syndrome, complete blood count-derived inflammatory markers, and overall burden of cerebral small vessel disease. Heliyon 2024; 10:e35065. [PMID: 39220940 PMCID: PMC11365336 DOI: 10.1016/j.heliyon.2024.e35065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Revised: 07/20/2024] [Accepted: 07/22/2024] [Indexed: 09/04/2024] Open
Abstract
Background The high burden of cerebral small vessel disease (CSVD) on neuroimaging is a significant risk factor for stroke, cognitive dysfunction, and emotional disorders. Currently, there is a lack of studies investigating the correlation between metabolic syndrome (MetS), complete blood count-derived inflammatory markers, and total CSVD burden. This study aims to evaluate the total CSVD imaging load using machine learning (ML) algorithms and to explore further the relationship between MetS, complete blood count-derived inflammatory markers, and CSVD load. Methods We included CSVD patients from Xijing Hospital (2012-2022). Univariate and lasso regression analyses identified variables linked to CSVD neuroimaging burden. Six ML models predicted CSVD burden based on MetS and inflammatory markers. Model performance was evaluated using ROCauc, PRauc, DCA, and calibration curves. The SHAP method validated model interpretability. The best-performing model was selected to develop a web-based calculator using the Shiny package. Results The Logistic regression model outperformed others in predicting CSVD burden. The model incorporated MetS, neutrophil-to-lymphocyte ratio (NLR), homocysteine (Hcy), age, smoking status, cystatin C (CysC), uric acid (UA), and prognostic nutritional index (PNI). Conclusion MetS, NLR, Hcy and CSVD high load were positively correlated, and the Logistic regression model could accurately predict the total CSVD load degree.
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Affiliation(s)
- Yang Wang
- Department of Neurology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
- Department of Neurology, Bethune International Peace Hospital, Shijiazhuang, China
| | - Yang Li
- Department of Neurology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Shusheng Jiao
- Department of Neurology, Bethune International Peace Hospital, Shijiazhuang, China
| | - Yuanhang Pan
- Department of Neurology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Xiwei Deng
- Department of Neurology, Bethune International Peace Hospital, Shijiazhuang, China
| | - Yunlong Qin
- Department of Neurology, Bethune International Peace Hospital, Shijiazhuang, China
| | - Di Zhao
- Department of Neurology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
| | - Zhirong Liu
- Department of Neurology, Xijing Hospital, Fourth Military Medical University, Xi'an, China
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14
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Mu J, Li J. Analysis of radiological features in patients with post-stroke depression and cognitive impairment. Rev Neurosci 2024; 35:565-573. [PMID: 38417835 DOI: 10.1515/revneuro-2023-0120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Accepted: 02/04/2024] [Indexed: 03/01/2024]
Abstract
Post-stroke depression (PSD) and post-stroke cognitive impairment (PSCI) are common complications following a stroke, significantly impacting the quality of life and survival time of survivors. Currently, the comorbidity of PSCI and PSD is receiving increasing attention, as they share some common clinical characteristics, mechanisms, risk factors, radiological features, and treatment strategies. They influence each other, with the clinical prevalence of PSD comorbid with PSCI reaching as high as 26.15 %. The prevention, screening, diagnosis, and treatment of PSD and PSCI require collaboration across clinical, radiological, and neuropsychological evaluations. This paper aims to summarize the common radiological features of both conditions from a radiological perspective, which may aid in identifying early screening and predictive imaging biomarkers.
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Affiliation(s)
- Jun Mu
- Department of Neurology, 544251 The First Affiliated Hospital of Chongqing Medical University , Chongqing, 400016, China
| | - Jiayi Li
- Department of Neurology, 544251 The First Affiliated Hospital of Chongqing Medical University , Chongqing, 400016, China
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15
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Zhu Z, Zhang Y, Li C, Guo W, Chen Z, Chen W, Li S, Wang N, Chen X, Fu Y. Paramagnetic rim lesions as a biomarker to discriminate between multiple sclerosis and cerebral small vessel disease. Front Neurol 2024; 15:1429698. [PMID: 39081339 PMCID: PMC11286476 DOI: 10.3389/fneur.2024.1429698] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2024] [Accepted: 07/01/2024] [Indexed: 08/02/2024] Open
Abstract
Background Multiple sclerosis (MS) and Cerebral Small Vessel Disease (CSVD) exhibit some similarities in Magnetic resonance imaging (MRI), potentially leading to misdiagnosis and delaying effective treatment windows. It is unclear whether CSVD can be detected with Paramagnetic Rim Lesions (PRL), which is special in MS. Objective We aimed to investigate whether PRL can serve as a neuroimaging marker for discriminating between MS and CSVD. Methods In this retrospective study, 49 MS and 104 CSVD patients underwent 3.0 T Magnetic resonance imaging (MRI). Visual assessment of 37 MS patients and 89 CSVD patients with or without lacunes, cerebral microbleeds (CMBs), enlarged perivascular spaces (EPVS), white matter hyperintensity (WMH), central vein sign (CVS), and PRL. The distribution and number of PRL were then counted. Results Our study found that PRL was detected in over half of the MS patients but was entirely absent in CSVD patients (78.38 vs. 0%, p < 0.0001), and PRL showed high specificity with good sensitivity in discriminating between MS and CSVD (sensitivity: 78.38%, specificity: 100%, AUC: 0.96). Conclusion Paramagnetic Rim Lesions is a special imaging feature in MS, absent in CSVD. Detection of PRL can be very helpful in the clinical management of MS and CSVD.
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Affiliation(s)
- Zhibao Zhu
- Department of Neurology, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Department of Neurology, Fujian Institute of Neurology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China
- Fujian Key Laboratory of Molecular Neurology, Institute of Neuroscience, Fujian Medical University, Fuzhou, Fujian, China
- Department of Neurology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Yuanyuan Zhang
- Department of Neurology, Fujian Institute of Neurology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China
- Fujian Key Laboratory of Molecular Neurology, Institute of Neuroscience, Fujian Medical University, Fuzhou, Fujian, China
- Department of Neurology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Chun Li
- Department of Neurology, Fujian Institute of Neurology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China
- Fujian Key Laboratory of Molecular Neurology, Institute of Neuroscience, Fujian Medical University, Fuzhou, Fujian, China
- Department of Neurology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Wenliang Guo
- Department of Neurology, Fujian Institute of Neurology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China
- Fujian Key Laboratory of Molecular Neurology, Institute of Neuroscience, Fujian Medical University, Fuzhou, Fujian, China
| | - Zhili Chen
- Department of Neurology, Fujian Institute of Neurology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China
- Fujian Key Laboratory of Molecular Neurology, Institute of Neuroscience, Fujian Medical University, Fuzhou, Fujian, China
- Department of Neurology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Wei Chen
- Department of Neurology, Fujian Institute of Neurology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China
- Fujian Key Laboratory of Molecular Neurology, Institute of Neuroscience, Fujian Medical University, Fuzhou, Fujian, China
- Department of Neurology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Shaowu Li
- Department of Neurology, China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
| | - Ning Wang
- Department of Neurology, Fujian Institute of Neurology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China
- Fujian Key Laboratory of Molecular Neurology, Institute of Neuroscience, Fujian Medical University, Fuzhou, Fujian, China
- Department of Neurology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
| | - Xiaochun Chen
- Department of Neurology, Fujian Medical University Union Hospital, Fuzhou, Fujian, China
- Fujian Key Laboratory of Molecular Neurology, Institute of Neuroscience, Fujian Medical University, Fuzhou, Fujian, China
| | - Ying Fu
- Department of Neurology, Fujian Institute of Neurology, The First Affiliated Hospital, Fujian Medical University, Fuzhou, Fujian, China
- Fujian Key Laboratory of Molecular Neurology, Institute of Neuroscience, Fujian Medical University, Fuzhou, Fujian, China
- Department of Neurology, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital, Fujian Medical University, Fuzhou, China
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Yan Y, He X, Xu Y, Zhao F, Peng J, Shao Y. Pattern of heterogeneity in normal brain ageing: screening for mild cognitive impairment and its risk of progression with a radiomics model. Age Ageing 2024; 53:afae140. [PMID: 38984695 DOI: 10.1093/ageing/afae140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2023] [Revised: 05/01/2024] [Indexed: 07/11/2024] Open
Abstract
PURPOSE This study aimed to develop a normal brain ageing model based on magnetic resonance imaging and radiomics, therefore identifying radscore, an imaging indicator representing white matter heterogeneity and exploring the significance of radscore in detecting people's cognitive changes. METHODS Three hundred sixty cognitively normal (CN) subjects from the Alzheimer's Disease Neuroimaging Initiative (ADNI) database and 105 CN subjects from the Parkinson's Progression Markers Initiative database were used to develop the model. In ADNI, 230 mild cognitive impairment (MCI) subjects were matched with 230 CN old-aged subjects to evaluate their heterogeneity difference. One hundred four MCI subjects with 48 months of follow-up were divided into low and high heterogeneity groups. Kaplan-Meier survival curve analysis was used to observe the importance of heterogeneity results for predicting MCI progression. RESULTS The area under the receiver operating characteristic curve of the model in the training, internal test and external test sets was 0.7503, 0.7512 and 0.7514, respectively. There was a significantly positive correlation between age and radscore of CN subjects (r = 0.501; P < .001). The radscore of MCI subjects was significantly higher than that of matched CN subjects (P < .001). The median radscore ratios of MCI to CN from four age groups (66-70y, 71-75y, 76-80y and 81-85y) were 1.611, 1.760, 1.340 and 1.266, respectively. The probability to progression of low and high heterogeneity groups had a significant difference (P = .002). CONCLUSION When radscore is significantly higher than that of normal ageing, it is necessary to alert the possibility of cognitive impairment and deterioration.
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Affiliation(s)
- Yuting Yan
- Center for Rehabilitation Medicine, Department of Radiology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou 310014, Zhejiang, China
| | - Xiaodong He
- Center for Rehabilitation Medicine, Department of Radiology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou 310014, Zhejiang, China
| | - Yuyun Xu
- Center for Rehabilitation Medicine, Department of Radiology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou 310014, Zhejiang, China
| | - Fanfan Zhao
- Center for Rehabilitation Medicine, Department of Radiology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou 310014, Zhejiang, China
| | - Jiaxuan Peng
- Center for Rehabilitation Medicine, Department of Radiology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou 310014, Zhejiang, China
| | - Yuan Shao
- Center for Rehabilitation Medicine, Department of Radiology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital), Hangzhou Medical College, Hangzhou 310014, Zhejiang, China
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Hannan J, Busby N, Roth R, Wilmskoetter J, Newman-Norlund R, Rorden C, Bonilha L, Fridriksson J. Under pressure: the interplay of hypertension and white matter hyperintensities with cognition in chronic stroke aphasia. Brain Commun 2024; 6:fcae200. [PMID: 38894950 PMCID: PMC11184349 DOI: 10.1093/braincomms/fcae200] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 05/08/2024] [Accepted: 06/07/2024] [Indexed: 06/21/2024] Open
Abstract
While converging research suggests that increased white matter hyperintensity load is associated with poorer cognition, and the presence of hypertension is associated with increased white matter hyperintensity load, the relationship among hypertension, cognition and white matter hyperintensities is not well understood. We sought to determine the effect of white matter hyperintensity burden on the relationship between hypertension and cognition in individuals with post-stroke aphasia, with the hypothesis that white matter hyperintensity load moderates the relationship between history of hypertension and cognitive function. Health history, Fazekas scores for white matter hyperintensities and Wechsler Adult Intelligence Scale Matrix Reasoning subtest scores for 79 people with aphasia collected as part of the Predicting Outcomes of Language Rehabilitation study at the Center for the Study of Aphasia Recovery at the University of South Carolina and the Medical University of South Carolina were analysed retrospectively. We found that participants with a history of hypertension had increased deep white matter hyperintensity severity (P < 0.001), but not periventricular white matter hyperintensity severity (P = 0.116). Moderation analysis revealed that deep white matter hyperintensity load moderates the relationship between high blood pressure and Wechsler Adult Intelligence Scale scores when controlling for age, education, aphasia severity and lesion volume. The interaction is significant, showing that a history of high blood pressure and severe deep white matter hyperintensities together are associated with poorer Matrix Reasoning scores. The overall model explains 41.85% of the overall variation in Matrix Reasoning score in this group of participants. These findings underscore the importance of considering cardiovascular risk factors in aphasia treatment, specifically hypertension and its relationship to brain health in post-stroke cognitive function.
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Affiliation(s)
- Jade Hannan
- Department of Communication Sciences and Disorders, University of South Carolina, Columbia, SC 29208, USA
| | - Natalie Busby
- Department of Communication Sciences and Disorders, University of South Carolina, Columbia, SC 29208, USA
| | - Rebecca Roth
- Department of Neurology, Emory University, Atlanta, GA 30322, USA
| | - Janina Wilmskoetter
- Department of Health and Rehabilitation Sciences, Medical University of South Carolina, Charleston, SC 29425, USA
| | | | - Chris Rorden
- Department of Psychology, University of South Carolina, Columbia, SC 29208, USA
| | - Leonardo Bonilha
- Department of Pharmacology, Physiology, and Neuroscience, University of South Carolina School of Medicine, Columbia, SC 29209, USA
| | - Julius Fridriksson
- Department of Communication Sciences and Disorders, University of South Carolina, Columbia, SC 29208, USA
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18
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Zhu HH, Wang YC, He LC, Luo HY, Zong C, Yang YH, Wu JH, Song B, Gao Y, Xu YM, Li YS. Novel inflammatory and insulin resistance indices provide a clue in cerebral amyloid angiopathy. Sci Rep 2024; 14:11474. [PMID: 38769356 PMCID: PMC11106308 DOI: 10.1038/s41598-024-62280-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2023] [Accepted: 05/15/2024] [Indexed: 05/22/2024] Open
Abstract
This study investigated the correlation of newly identified inflammatory and insulin resistance indices with cerebral amyloid angiopathy (CAA), and explored their potential to differentiate CAA from hypertensive arteriopathy (HA). We retrospectively analyzed 514 consecutive patients with cerebral small vessel disease (CSVD)-related haemorrhage, comparing the differences in novel inflammatory and insulin resistance indices between patients with CAA and HA. Univariate regression, LASSO and multivariate regression were used to screen variables and construct a classification diagnosis nomogram. Additionally, these biomarkers were explored in patients with mixed haemorrhagic CSVD. Inflammatory indices were higher in CAA patients, whereas insulin resistance indices were higher in HA patients. Further analysis identified neutrophil-to-lymphocyte ratio (NLR, OR 1.17, 95% CI 1.07-1.30, P < 0.001), and triglyceride-glucose index (TyG, OR = 0.56, 95% CI 0.36-0.83, P = 0.005) as independent factors for CAA. Therefore, we constructed a CAA prediction nomogram without haemorrhagic imaging markers. The nomogram yielded an area under the curve (AUC) of 0.811 (95% CI 0.764-0.865) in the training set and 0.830 (95% CI 0.718-0.887) in the test set, indicating an ability to identify high-risk CAA patients. These results show that CSVD patients can be phenotyped using novel inflammatory and insulin resistance indices, potentially allowing identification of high-risk CAA patients without haemorrhagic imaging markers.
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Affiliation(s)
- Hang-Hang Zhu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- NHC Key Laboratory of Prevention and Treatment of Cerebrovascular Diseases, Zhengzhou, China
| | - Yun-Chao Wang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- NHC Key Laboratory of Prevention and Treatment of Cerebrovascular Diseases, Zhengzhou, China
| | - Liu-Chang He
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- NHC Key Laboratory of Prevention and Treatment of Cerebrovascular Diseases, Zhengzhou, China
| | - Hai-Yang Luo
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- NHC Key Laboratory of Prevention and Treatment of Cerebrovascular Diseases, Zhengzhou, China
| | - Ce Zong
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- NHC Key Laboratory of Prevention and Treatment of Cerebrovascular Diseases, Zhengzhou, China
| | - Ying-Hao Yang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- NHC Key Laboratory of Prevention and Treatment of Cerebrovascular Diseases, Zhengzhou, China
| | - Jing-Hao Wu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- NHC Key Laboratory of Prevention and Treatment of Cerebrovascular Diseases, Zhengzhou, China
| | - Bo Song
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- NHC Key Laboratory of Prevention and Treatment of Cerebrovascular Diseases, Zhengzhou, China
| | - Yuan Gao
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
- NHC Key Laboratory of Prevention and Treatment of Cerebrovascular Diseases, Zhengzhou, China
| | - Yu-Ming Xu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.
- NHC Key Laboratory of Prevention and Treatment of Cerebrovascular Diseases, Zhengzhou, China.
| | - Yu-Sheng Li
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.
- NHC Key Laboratory of Prevention and Treatment of Cerebrovascular Diseases, Zhengzhou, China.
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Duskin J, Yechoor N, Singh S, Mora S, Senff J, Kourkoulis C, Anderson CD, Rosand J. Nutrition markers and discharge outcome in deep and lobar intracerebral hemorrhage. Eur Stroke J 2024:23969873241253048. [PMID: 38738882 PMCID: PMC11569580 DOI: 10.1177/23969873241253048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2024] [Accepted: 04/19/2024] [Indexed: 05/14/2024] Open
Abstract
INTRODUCTION Malnutrition is common in stroke patients and has been associated with poor functional outcomes and increased mortality after stroke. Previous research on nutrition status and post-intracerebral hemorrhage (ICH) outcomes, however, is limited and conflicting. PATIENTS AND METHODS Monocenter study of patients with spontaneous deep or lobar ICH from a longitudinal cohort enrolling consecutive patients between 1994 and 2022. Nutrition status was assessed using admission body mass index (BMI), albumin, total bilirubin, cholesterol, c-reactive protein, hemoglobin a1c, high-density lipoprotein, hemoglobin, low-density lipoprotein, mean corpuscular volume, alanine transaminase, and triglycerides. Main outcome was favorable discharge outcome (mRS 0-2). Multivariable logistic regression was conducted with adjustment for baseline differences. RESULTS Among 2170 patients, 1152 had deep and 1018 had lobar ICH. Overweight BMI was associated with higher odds of favorable discharge outcome in all (aOR = 3.01, 95% CI 1.59-5.69, p = 0.001) and lobar (aOR = 3.26, 95% CI 1.32-8.08, p = 0.011) ICH after adjustment for baseline differences. This association did not reach statistical significance in deep (aOR = 2.77, 95% CI 0.99-7.72, p = 0.052) ICH. No lab values were associated with functional outcome in all, deep, or lobar ICH after adjustment. DISCUSSION AND CONCLUSION Overweight BMI was associated with favorable discharge status after ICH. These findings could inform future studies to determine whether overweight BMI has a protective effect in ICH patients.
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Affiliation(s)
- Jonathan Duskin
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Brigham and Women’s Hospital, Boston, MA, USA
| | - Nirupama Yechoor
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Sanjula Singh
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, NL, USA
| | - Samantha Mora
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Jasper Senff
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology and Neurosurgery, Brain Center Rudolf Magnus, University Medical Center Utrecht, Utrecht, NL, USA
| | - Christina Kourkoulis
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
| | - Christopher D Anderson
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Brigham and Women’s Hospital, Boston, MA, USA
| | - Jonathan Rosand
- Henry and Allison McCance Center for Brain Health, Massachusetts General Hospital, Boston, MA, USA
- Department of Neurology, Massachusetts General Hospital, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Center for Genomic Medicine, Massachusetts General Hospital, Boston, MA, USA
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20
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Zhang X, Li H, Wang H, Zhang Q, Deng X, Zhang S, Wang L, Guo C, Zhao F, Yin Y, Zhou T, Zhong J, Feng H, Chen W, Zhang J, Feng H, Hu R. Iron/ROS/Itga3 mediated accelerated depletion of hippocampal neural stem cell pool contributes to cognitive impairment after hemorrhagic stroke. Redox Biol 2024; 71:103086. [PMID: 38367510 PMCID: PMC10883838 DOI: 10.1016/j.redox.2024.103086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2024] [Revised: 02/11/2024] [Accepted: 02/11/2024] [Indexed: 02/19/2024] Open
Abstract
Hemorrhagic stroke, specifically intracerebral hemorrhage (ICH), has been implicated in the development of persistent cognitive impairment, significantly compromising the quality of life for affected individuals. Nevertheless, the precise underlying mechanism remains elusive. Here, we report for the first time that the accumulation of iron within the hippocampus, distal to the site of ICH in the striatum, is causally linked to the observed cognitive impairment with both clinical patient data and animal model. Both susceptibility-weighted imaging (SWI) and quantitative susceptibility mapping (QSM) demonstrated significant iron accumulation in the hippocampus of ICH patients, which is far from the actual hematoma. Logistical regression analysis and multiple linear regression analysis identified iron level as an independent risk factor with a negative correlation with post-ICH cognitive impairment. Using a mouse model of ICH, we demonstrated that iron accumulation triggers an excessive activation of neural stem cells (NSCs). This overactivation subsequently leads to the depletion of the NSC pool, diminished neurogenesis, and the onset of progressive cognitive dysfunction. Mechanistically, iron accumulation elevated the levels of reactive oxygen species (ROS), which downregulated the expression of Itga3. Notably, pharmacological chelation of iron accumulation or scavenger of aberrant ROS levels, as well as conditionally overexpressed Itga3 in NSCs, remarkably attenuated the exhaustion of NSC pool, abnormal neurogenesis and cognitive decline in the mouse model of ICH. Together, these results provide molecular insights into ICH-induced cognitive impairment, shedding light on the value of maintaining NSC pool in preventing cognitive dysfunction in patients with hemorrhagic stroke or related conditions.
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Affiliation(s)
- Xuyang Zhang
- Department of Neurosurgery and Key Laboratory of Neurotrauma, Southwest Hospital, Third Military Medical University (Army Medical University), 400038, Chongqing, China
| | - Huanhuan Li
- Department of Neurosurgery and Key Laboratory of Neurotrauma, Southwest Hospital, Third Military Medical University (Army Medical University), 400038, Chongqing, China
| | - Haomiao Wang
- Department of Neurosurgery and Key Laboratory of Neurotrauma, Southwest Hospital, Third Military Medical University (Army Medical University), 400038, Chongqing, China
| | - Qian Zhang
- Clinical Medical Research Center, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing, 400038, China
| | - Xueyun Deng
- Department of Neurosurgery and Key Laboratory of Neurotrauma, Southwest Hospital, Third Military Medical University (Army Medical University), 400038, Chongqing, China; Department of Neurosurgery, The Affiliated Nanchong Central Hospital of North Sichuan Medical College, Nanchong, 637000, China
| | - Shuixian Zhang
- Department of Neurosurgery and Key Laboratory of Neurotrauma, Southwest Hospital, Third Military Medical University (Army Medical University), 400038, Chongqing, China
| | - Long Wang
- Department of Neurosurgery and Key Laboratory of Neurotrauma, Southwest Hospital, Third Military Medical University (Army Medical University), 400038, Chongqing, China
| | - Chao Guo
- Department of Neurosurgery and Key Laboratory of Neurotrauma, Southwest Hospital, Third Military Medical University (Army Medical University), 400038, Chongqing, China
| | - Fengchun Zhao
- Department of Neurosurgery and Key Laboratory of Neurotrauma, Southwest Hospital, Third Military Medical University (Army Medical University), 400038, Chongqing, China
| | - Yi Yin
- Department of Neurosurgery and Key Laboratory of Neurotrauma, Southwest Hospital, Third Military Medical University (Army Medical University), 400038, Chongqing, China
| | - Tengyuan Zhou
- Department of Neurosurgery and Key Laboratory of Neurotrauma, Southwest Hospital, Third Military Medical University (Army Medical University), 400038, Chongqing, China
| | - Jun Zhong
- Department of Neurosurgery and Key Laboratory of Neurotrauma, Southwest Hospital, Third Military Medical University (Army Medical University), 400038, Chongqing, China
| | - Hui Feng
- Department of Neurosurgery and Key Laboratory of Neurotrauma, Southwest Hospital, Third Military Medical University (Army Medical University), 400038, Chongqing, China
| | - Wei Chen
- Department of Radiology, Southwest Hospital, Third Military Medical University (Army Medical University), Chongqing, 400038, China
| | - Jun Zhang
- Department of Neurobiology, College of Basic Medical Sciences, Third Military Medical University (Army Medical University), Chongqing, 400038, China
| | - Hua Feng
- Department of Neurosurgery and Key Laboratory of Neurotrauma, Southwest Hospital, Third Military Medical University (Army Medical University), 400038, Chongqing, China
| | - Rong Hu
- Department of Neurosurgery and Key Laboratory of Neurotrauma, Southwest Hospital, Third Military Medical University (Army Medical University), 400038, Chongqing, China.
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Hou Y, Sang Y, Ma M, Yang K, Yang F, Wei G. Relationship between changes in neurological deficit severity and adverse cardiac events in elderly patients with hypertensive intracerebral hemorrhage: a retrospective cohort study. Int J Neurosci 2024:1-6. [PMID: 38651276 DOI: 10.1080/00207454.2024.2346795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Accepted: 04/18/2024] [Indexed: 04/25/2024]
Abstract
OBJECTIVE To explore the relationship between changes in neurological deficit severity and the occurrence of adverse cardiac events in elderly patients with hypertensive intracerebral hemorrhage. METHODS Receiver operating characteristic (ROC) curve analysis was used to evaluate the predictive value of NIHSS scores for adverse cardiac events. RESULTS There were significant differences between the two groups. Multivariate logistic regression analysis showed that advanced age, high NIHSS score, large intracerebral hemorrhage volume, and high CK level were independent risk factors for adverse cardiac events in elderly patients with hypertensive intracerebral hemorrhage (p < 0.05). The NIHSS scores of both groups gradually increased after admission, peaking at 48 h after admission. In Group A, this elevation persisted until 72 h after admission, while in Group B, there was a significant decrease at 72 h after admission (p < 0.05). From admission to 7 days after admission, the NIHSS scores in Group A were higher than those in Group B (p < 0.05). The area under the curve (AUC) of the NIHSS scores at 48 h after admission was 0.776, with sensitivity and specificity of 80.9% and 84.5%, respectively, which were higher than those of other indicators (p < 0.05). CONCLUSION The occurrence of adverse cardiac events in elderly patients with hypertensive intracerebral hemorrhage is influenced by multiple factors, and as the NIHSS score increases, the risk of such events gradually increases. Clinicians should pay attention to monitoring NIHSS scores after admission, as they have value in predicting adverse cardiac events in elderly patients with hypertensive intracerebral hemorrhage.
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Affiliation(s)
- Ying Hou
- Department of Electrocardiography, Affiliated People's Hospital of Shandong First Medical University, Jinan, Shandong, China
| | - Yunfeng Sang
- Emergency Department, Affiliated People's Hospital of Shandong First Medical University, Jinan, Shandong Province, China
| | - Min Ma
- Emergency Department, Affiliated People's Hospital of Shandong First Medical University, Jinan, Shandong Province, China
| | - Kun Yang
- Emergency Department, Affiliated People's Hospital of Shandong First Medical University, Jinan, Shandong Province, China
| | - Fengyong Yang
- Department of Critical Care Medicine, Affiliated People's Hospital of Shandong First Medical University, China
| | - Guangchen Wei
- Department of Critical Care Medicine, Affiliated People's Hospital of Shandong First Medical University, China
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22
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Lioutas VA, Katsanos AH, Shoamanesh A, Vahidy F, Heistand EC, Foster LD, Yeatts SD, Selim M. Cognitive Outcome after Acute Spontaneous Intracerebral Hemorrhage: Analysis of the iDEF Randomized Trial. Cerebrovasc Dis 2024; 54:156-164. [PMID: 38583421 DOI: 10.1159/000538415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 03/01/2024] [Indexed: 04/09/2024] Open
Abstract
INTRODUCTION The impact of intracerebral hemorrhage (ICH) on cognition and the determinants of cognitive recovery early after ICH remain elusive. In this post hoc analysis of the intracerebral hemorrhage deferoxamine (iDEF) trial, we examined the trajectories of cognitive impairment and the determinants of early cognitive recovery after ICH. METHODS We examined baseline factors associated with a 90-day cognitive outcome and constructed generalized linear mixed models to examine the trajectory of cognitive function over time among iDEF participants. Cognition was measured by the Montreal Cognitive Assessment (MoCA) scores on days 7, 30, and 90. RESULTS 291 were available for analysis under the trial's modified intention-to-treat definition (38% female, mean age 60.3 ± 12.0 years, median NIHSS 13, IQR 8-18). The median baseline ICH volume was 12.9 IQR (6.4-26.0) mL; 59 (20%) of the ICH cases were lobar, 120 (41%) had intraventricular extension. There was an overall significant increase in total MOCA score with time (p < 0.0001). Total MOCA score increased by an estimated 3.9 points (95% CI: 3.1, 4.7) between the day 7 and day 30 assessments and by an additional 2.9 points (95% CI: 2.2, 3.6) between the day 30 and day 90 assessments. Despite the overall improvement, 134 of 205 (65%) patients with an available 90-day MoCA score remained cognitively impaired with a score <26 on day 90. Older age, higher NIHSS score, baseline ICH volume, intraventricular hemorrhage, and perihematoma edema had an adjusted negative impact on cognitive recovery. CONCLUSIONS Although ICH survivors exhibit significant improvement of cognitive status over the first 3 months, cognitive performance remains impaired in the majority of patients. Among factors independently associated with worse cognitive recovery, higher baseline ICH, intraventricular blood and perihematomal edema volumes, are potential therapeutic targets that merit further exploration.
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Affiliation(s)
- Vasileios-Arsenios Lioutas
- Stroke Division, Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Aristeidis H Katsanos
- Division of Neurology, McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada
| | - Ashkan Shoamanesh
- Division of Neurology, McMaster University/Population Health Research Institute, Hamilton, Ontario, Canada
| | - Farhaan Vahidy
- Department of Neurosurgery Houston Methodist, Houston, Texas, USA
- Department of Population Health Sciences Weill Cornell Medicine, New York, New York, USA
| | - Elizabeth C Heistand
- Stroke Division, Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
| | - Lydia D Foster
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Sharon D Yeatts
- Department of Public Health Sciences, Medical University of South Carolina, Charleston, South Carolina, USA
| | - Magdy Selim
- Stroke Division, Department of Neurology, Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, Massachusetts, USA
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Huang C, Zhang W, Shen Z, Li M, Yin J, Tang Y, Zhou X, Zhu X, Sun Z. The association between alpha diversity of gut microbiota, neuroimaging markers and cognitive function in cerebral small vessel disease. Brain Res 2024; 1827:148757. [PMID: 38215865 DOI: 10.1016/j.brainres.2024.148757] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2023] [Revised: 11/11/2023] [Accepted: 01/05/2024] [Indexed: 01/14/2024]
Abstract
There is increasing recognition of gut microbial dysbiosis in cerebral small vessel disease (CSVD). The altered diversity in a single ecosystem - alpha diversity index of gut microbiota has attracted wide attention. Our study aims to determine whether the alpha diversity index differs among healthy control (HC), CSVD with and without cognitive impairment. Moreover, we investigate the correlation between the alpha diversity index, neuroimaging markers, and cognitive function. We recruited 40 HC, 43 CSVD patients without cognitive impairment (CSVD-NCI), and 35 CSVD patients with mild cognitive impairment (CSVD-MCI). Clinical and neuropsychological assessments, MRI scanning, and gut microbiota analysis were performed on all participants. The alpha diversity indexes Chao1 and Shannon were calculated to evaluate community richness and diversity in a sample, respectively. Individual neuroimaging markers of CSVD and the CSVD burden score were also evaluated. A significantly lower level of Chao 1 rather than the Shannon index was observed in the CSVD subgroups than in the HC group. The level of the Chao 1 index was negatively correlated with both CMB counts, a neuroimaging characteristic of CSVD, and CSVD burden score in patients with CSVD. Additionally, the Chao 1 index has been associated with general cognitive function, information processing speed, and language function in patients with CSVD. Remarkably, the increased CSVD burden score mediated the effects of decreased levels of Chao 1 on information processing speed and language function. Hence, the alterations in species richness may be associated with CSVD-related cognitive impairment and mediated by CSVD neuroimaging markers.
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Affiliation(s)
- Chaojuan Huang
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, China
| | - Wei Zhang
- Department of Rehabilitation Medicine, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, China
| | - Zhu Shen
- Department of Radiology, North District of the First Affiliated Hospital of Anhui Medical University, Hefei 230011, China; Center of Medical Imaging, Anhui Public Health Clinical Center, Hefei 230011, China
| | - Mingxu Li
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, China
| | - Jiabin Yin
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, China
| | - Yating Tang
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, China
| | - Xia Zhou
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, China
| | - Xiaoqun Zhu
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, China
| | - Zhongwu Sun
- Department of Neurology, The First Affiliated Hospital of Anhui Medical University, Hefei 230022, China.
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24
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Tsai HH, Liu CJ, Lee BC, Chen YF, Yen RF, Jeng JS, Tsai LK. Cerebral tau pathology in cerebral amyloid angiopathy. Brain Commun 2024; 6:fcae086. [PMID: 38638152 PMCID: PMC11024817 DOI: 10.1093/braincomms/fcae086] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2023] [Revised: 02/01/2024] [Accepted: 03/11/2024] [Indexed: 04/20/2024] Open
Abstract
Tau, a hallmark of Alzheimer's disease, is poorly characterized in cerebral amyloid angiopathy. We aimed to assess the clinico-radiological correlations between tau positron emission tomography scans and cerebral amyloid angiopathy. We assessed cerebral amyloid and hyperphosphorylated tau in patients with probable cerebral amyloid angiopathy (n = 31) and hypertensive small vessel disease (n = 27) using 11C-Pittsburgh compound B and 18F-T807 positron emission tomography. Multivariable regression models were employed to assess radio-clinical features related to cerebral tau pathology in cerebral amyloid angiopathy. Cerebral amyloid angiopathy exhibited a higher cerebral tau burden in the inferior temporal lobe [1.25 (1.17-1.42) versus 1.08 (1.05-1.22), P < 0.001] and all Braak stage regions of interest (P < 0.05) than hypertensive small vessel disease, although the differences were attenuated after age adjustment. Cerebral tau pathology was significantly associated with cerebral amyloid angiopathy-related vascular markers, including cortical superficial siderosis (β = 0.12, 95% confidence interval 0.04-0.21) and cerebral amyloid angiopathy score (β = 0.12, 95% confidence interval 0.03-0.21) after adjustment for age, ApoE4 status and whole cortex amyloid load. Tau pathology correlated significantly with cognitive score (Spearman's ρ=-0.56, P = 0.001) and hippocampal volume (-0.49, P = 0.007), even after adjustment. In conclusion, tau pathology is more frequent in sporadic cerebral amyloid angiopathy than in hypertensive small vessel disease. Cerebral amyloid angiopathy-related vascular pathologies, especially cortical superficial siderosis, are potential markers of cerebral tau pathology suggestive of concomitant Alzheimer's disease.
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Affiliation(s)
- Hsin-Hsi Tsai
- Department of Neurology, National Taiwan University Hospital, Taipei 100225, Taiwan
| | - Chia-Ju Liu
- Department of Nuclear Medicine, National Taiwan University Hospital, Taipei 100225, Taiwan
| | - Bo-Ching Lee
- Department of Medical Imaging, National Taiwan University Hospital, Taipei 100225, Taiwan
| | - Ya-Fang Chen
- Department of Medical Imaging, National Taiwan University Hospital, Taipei 100225, Taiwan
| | - Ruoh-Fang Yen
- Department of Nuclear Medicine, National Taiwan University Hospital, Taipei 100225, Taiwan
| | - Jiann-Shing Jeng
- Department of Neurology, National Taiwan University Hospital, Taipei 100225, Taiwan
| | - Li-Kai Tsai
- Department of Neurology, National Taiwan University Hospital, Taipei 100225, Taiwan
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25
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Arndt P, Chahem C, Luchtmann M, Kuschel JN, Behme D, Pfister M, Neumann J, Görtler M, Dörner M, Pawlitzki M, Jansen R, Meuth SG, Vielhaber S, Henneicke S, Schreiber S. Risk factors for intracerebral hemorrhage in small-vessel disease and non-small-vessel disease etiologies-an observational proof-of-concept study. Front Neurol 2024; 15:1322442. [PMID: 38515448 PMCID: PMC10954881 DOI: 10.3389/fneur.2024.1322442] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 02/19/2024] [Indexed: 03/23/2024] Open
Abstract
Background Sporadic cerebral small-vessel disease (CSVD), i.e., hypertensive arteriopathy (HA) and cerebral amyloid angiopathy (CAA), is the main cause of spontaneous intracerebral hemorrhage (ICH). Nevertheless, a substantial portion of ICH cases arises from non-CSVD etiologies, such as trauma, vascular malformations, and brain tumors. While studies compared HA- and CAA-related ICH, non-CSVD etiologies were excluded from these comparisons and are consequently underexamined with regard to additional factors contributing to increased bleeding risk beyond their main pathology. Methods As a proof of concept, we conducted a retrospective observational study in 922 patients to compare HA, CAA, and non-CSVD-related ICH with regard to factors that are known to contribute to spontaneous ICH onset. Medical records (available for n = 861) were screened for demographics, antithrombotic medication, and vascular risk profile, and CSVD pathology was rated on magnetic resonance imaging (MRI) in a subgroup of 185 patients. The severity of CSVD was assessed with a sum score ranging from 0 to 6, where a score of ≥2 was defined as advanced pathology. Results In 922 patients with ICH (median age of 71 years), HA and CAA caused the majority of cases (n = 670, 73%); non-CSVD etiologies made up the remaining quarter (n = 252, 27%). Individuals with HA- and CAA-related ICH exhibited a higher prevalence of predisposing factors than those with non-CSVD etiologies. This includes advanced age (median age: 71 vs. 75 vs. 63 years, p < 0.001), antithrombotic medication usage (33 vs. 37 vs. 19%, p < 0.001), prevalence of vascular risk factors (70 vs. 67 vs. 50%, p < 0.001), and advanced CSVD pathology on MRI (80 vs. 89 vs. 51%, p > 0.001). However, in particular, half of non-CSVD ICH patients were either aged over 60 years, presented with vascular risk factors, or had advanced CSVD on MRI. Conclusion Risk factors for spontaneous ICH are less common in non-CSVD ICH etiologies than in HA- and CAA-related ICH, but are still frequent. Future studies should incorporate these factors, in addition to the main pathology, to stratify an individual's risk of bleeding.
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Affiliation(s)
- Philipp Arndt
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, Magdeburg, Germany
| | - Christian Chahem
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
| | - Michael Luchtmann
- Department of Neurosurgery, Paracelsus-Klinik, Zwickau, Germany
- Department of Neurosurgery, Otto-von-Guericke University, Magdeburg, Germany
| | - Jan-Niklas Kuschel
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
| | - Daniel Behme
- Department of Neuroradiology, Otto-von-Guericke University, Magdeburg, Germany
| | - Malte Pfister
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
| | - Jens Neumann
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
| | - Michael Görtler
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
| | - Marc Dörner
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, Magdeburg, Germany
- Department of Consultation-Liaison-Psychiatry and Psychosomatic Medicine, University Hospital Zurich, University of Zurich, Zurich, Switzerland
| | - Marc Pawlitzki
- Department of Neurology, Heinrich-Heine-University, Düsseldorf, Germany
| | - Robin Jansen
- Department of Neurology, Heinrich-Heine-University, Düsseldorf, Germany
| | - Sven G. Meuth
- Department of Neurology, Heinrich-Heine-University, Düsseldorf, Germany
| | - Stefan Vielhaber
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
- Center for Behavioral Brain Sciences (CBBS), Magdeburg, Germany
| | - Solveig Henneicke
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, Magdeburg, Germany
| | - Stefanie Schreiber
- Department of Neurology, Otto-von-Guericke University, Magdeburg, Germany
- German Center for Neurodegenerative Diseases (DZNE) within the Helmholtz Association, Magdeburg, Germany
- Center for Behavioral Brain Sciences (CBBS), Magdeburg, Germany
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26
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Zhang Z, Lim MJR. Incident Dementia After Spontaneous Intracerebral Hemorrhage. J Alzheimers Dis 2024; 99:41-51. [PMID: 38640161 DOI: 10.3233/jad-240111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/21/2024]
Abstract
Post-stroke cognitive impairment and dementia (PSCID) is a complication that affects long-term functional outcomes after stroke. Studies on dementia after long-term follow-up in stroke have focused predominantly on ischemic stroke, which may be different from the development of dementia after spontaneous intracerebral hemorrhage (ICH). In this review, we summarize the existing data and hypotheses on the development of dementia after spontaneous ICH, review the management of post-ICH dementia, and suggest areas for future research. Dementia after spontaneous ICH has a cumulative incidence of up to 32.0-37.4% at 5 years post-ICH. Although the pathophysiology of post-ICH dementia has not been fully understood, two main theoretical frameworks can be considered: 1) the triggering role of ICH (both primary and secondary brain injury) in precipitating cognitive decline and dementia; and 2) the contributory role of pre-existing brain pathology (including small vessel disease and neurodegenerative pathology), reduced cognitive reserve, and genetic factors predisposing to cognitive dysfunction. These pathophysiological pathways may have synergistic effects that converge on dysfunction of the neurovascular unit and disruptions in functional connectivity leading to dementia post-ICH. Management of post-ICH dementia may include screening and monitoring, cognitive therapy, and pharmacotherapy. Non-invasive brain stimulation is an emerging therapeutic modality under investigation for safety and efficacy. Our review highlights that there remains a paucity of data and standardized reporting on incident dementia after spontaneous ICH. Further research is imperative for determining the incidence, risk factors, and pathophysiology of post-ICH dementia, in order to identify new therapies for the treatment of this debilitating condition.
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Affiliation(s)
- Zheting Zhang
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore
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27
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Feng M, Wen H, Xin H, Wang S, Gao Y, Sui C, Liang C, Guo L. Decreased Local Specialization of Brain Structural Networks Associated with Cognitive Dysfuntion Revealed by Probabilistic Diffusion Tractography for Different Cerebral Small Vessel Disease Burdens. Mol Neurobiol 2024; 61:326-339. [PMID: 37606718 PMCID: PMC10791730 DOI: 10.1007/s12035-023-03597-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 08/14/2023] [Indexed: 08/23/2023]
Abstract
To reveal the network-level structural disruptions associated with cognitive dysfunctions in different cerebral small vessel disease (CSVD) burdens, we used probabilistic diffusion tractography and graph theory to investigate the brain network topology in 67 patients with a severe CSVD burden (CSVD-s), 133 patients with a mild CSVD burden (CSVD-m) and 89 healthy controls. We used one-way analysis of covariance to assess the altered topological measures between groups, and then evaluated their Pearson correlation with cognitive parameters. Both the CSVD and control groups showed efficient small-world organization in white matter (WM) networks. However, compared with CSVD-m patients and controls, CSVD-s patients exhibited significantly decreased local efficiency, with partially reorganized hub distributions. For regional topology, CSVD-s patients showed significantly decreased nodal efficiency in the bilateral anterior cingulate gyrus, caudate nucleus, right opercular inferior frontal gyrus (IFGoperc), supplementary motor area (SMA), insula and left orbital superior frontal gyrus and angular gyrus. Intriguingly, global/local efficiency and nodal efficiency of the bilateral caudate nucleus, right IFGoperc, SMA and left angular gyrus showed significant correlations with cognitive parameters in the CSVD-s group, while only the left pallidum showed significant correlations with cognitive metrics in the CSVD-m group. In conclusion, the decreased local specialization of brain structural networks in patients with different CSVD burdens provides novel insights into understanding the brain structural alterations in relation to CSVD severity. Cognitive correlations with brain structural network efficiency suggest their potential use as neuroimaging biomarkers to assess the severity of CSVD.
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Affiliation(s)
- Mengmeng Feng
- Department of Radiology, Shandong Provincial Hospital, Shandong University, Jing-wu Road No. 324, Jinan, Shandong, 250021, China
| | - Hongwei Wen
- Key Laboratory of Cognition and Personality (Ministry of Education), Faculty of Psychology, Southwest University, Chongqing, 400715, China
| | - Haotian Xin
- Department of Radiology, Shandong Provincial Hospital, Shandong University, Jing-wu Road No. 324, Jinan, Shandong, 250021, China
| | - Shengpei Wang
- Research Center for Brain-inspired Intelligence, Institute of Automation, Chinese Academy of Sciences, ZhongGuanCun East Rd. 95 #, Beijing, 100190, China
- University of Chinese Academy of Sciences, Beijing, China
| | - Yian Gao
- Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical university, Jing-wu Road No. 324, Jinan, Shandong, 250021, China
| | - Chaofan Sui
- Department of Radiology, Shandong Provincial Hospital Affiliated to Shandong First Medical university, Jing-wu Road No. 324, Jinan, Shandong, 250021, China
| | - Changhu Liang
- Department of Radiology, Shandong Provincial Hospital, Shandong University, Jing-wu Road No. 324, Jinan, Shandong, 250021, China.
- Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Department of Radiology, Ministry of Education, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, 250021, China.
| | - Lingfei Guo
- Key Laboratory of Endocrine Glucose & Lipids Metabolism and Brain Aging, Department of Radiology, Ministry of Education, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, Shandong, 250021, China.
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Hu T, Fan C. Application of time-of-flight mass spectrometry in screening serum proteomics induced by cerebral edema after intracerebral hemorrhage. Minerva Surg 2023; 78:732-734. [PMID: 35088990 DOI: 10.23736/s2724-5691.21.09337-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Affiliation(s)
- Tao Hu
- Department of Neurosurgery, The First People's Hospital of Jiangxia District, Xiehe Jiangnan Hospital, Wuhan, China
| | - Cheng Fan
- Department of Neurosurgery, Wuhan Third Hospital, Wuhan, China -
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29
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Zhu Y, Liu L, Zhong L, Cheng Y, Zhang S, Wu B, Wang D, Xu M. The association between hypertensive angiopathy and cerebral amyloid angiopathy in primary intracerebral hemorrhage. Front Neurol 2023; 14:1257896. [PMID: 37928159 PMCID: PMC10621040 DOI: 10.3389/fneur.2023.1257896] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2023] [Accepted: 09/15/2023] [Indexed: 11/07/2023] Open
Abstract
Objective To determine the association between the burden of cerebral small vessel disease (CSVD) due to hypertensive angiopathy (HA) and cerebral amyloid angiopathy (CAA) on MRI in patients with primary intracerebral hemorrhage (ICH). Methods Patients with primary ICH admitted to our center from March 2012 to November 2021 were consecutively enrolled. We used multivariate binary and ordinal regression analyses to assess the association between HA-CSVD burden and CAA-CSVD burden. Lobar cerebral microbleeds (CMBs) were categorized into three level of severity: 0-1, 2-4, and ≥ 5 lobar CMBs. A high CAA-CSVD score was defined as a CAA-CSVD score of ≥3. Results Overall, 222 participants (mean age 59.88 ± 13.56) were included into analysis. Age and ICH etiology differed among different lobar CMB severity and between the presence and absence of high CAA-CSVD score (all p < 0.05). Positive associations between HA-related markers and both lobar CMB severity and high CAA-CSVD score (p < 0.05 for the presence of lacune, deep CMBs ≥5, the presence of WMH, and HA-CSVD score) were observed in univariate analysis. These associations remained significant after adjusting for age, sex, ICH etiology, and potential vascular risk factors. The distribution of CAA-CSVD score was significantly different between patients with and without CMBs ≥5 (adjusted OR 2.351, 95% CI 1.242-4.455, p = 0.009) after correcting for age, sex, ICH etiology, and vascular risk factors. Conclusion Our study provides evidence of an association between HA-CSVD and CAA-CSVD in patients with primary ICH, which needs to be verified in future studies.
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Affiliation(s)
- Yuyi Zhu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
- Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Lu Liu
- Health Management Center, General Practice Medical Center, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Luyao Zhong
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
- Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Yajun Cheng
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
- Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Shihong Zhang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
- Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Bo Wu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
- Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Deren Wang
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
- Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Mangmang Xu
- Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
- Center of Cerebrovascular Diseases, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
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Tsai Y, Tsai H, Liu C, Lin S, Chen Y, Jeng J, Tsai L, Yen R. Cerebral amyloid deposition predicts long-term cognitive decline in hemorrhagic small vessel disease. Brain Behav 2023; 13:e3189. [PMID: 37533346 PMCID: PMC10570474 DOI: 10.1002/brb3.3189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/09/2023] [Revised: 07/03/2023] [Accepted: 07/17/2023] [Indexed: 08/04/2023] Open
Abstract
BACKGROUND To investigate the association between cerebral amyloid deposition and long-term cognitive outcomes in patients with hemorrhagic small vessel disease (SVD) and survivors of intracerebral hemorrhage (ICH). METHODS Patients experiencing an ICH without overt dementia were prospectively recruited (n = 68) for brain MRI and Pittsburgh compound B (PiB) positron emission tomography scans at baseline. Cognitive function was assessed using the mini-mental status examination (MMSE) and clinical dementia rating after an overall median follow-up of 3.8 years. A positive amyloid scan was defined as a global PiB standardized uptake value ratio >1.2. Associations between follow-up cognitive outcomes and neuroimaging markers were explored using multivariable Cox regression models. RESULTS PiB(+) patients were older (72.1 ± 7.8 vs. 59.9 ± 11.7, p = .002) and more frequently had cerebral amyloid angiopathy (CAA) (63.6% vs. 15.8%, p = .002) than PiB(-) patients. PiB(+) was associated with a higher risk of dementia conversion (32.9 vs. 4.0 per 100-person-years, hazard ratio [HR] = 15.7 [3.0-80.7], p = .001) and MMSE score decline (58.8 vs. 9.9 per 100-person-years, HR = 6.2 [1.9-20.0], p = .002). In the non-CAA subgroup (n = 52), PiB(+) remained an independent predictor of dementia conversion, p = .04). In the Cox models, PiB(+) was an independent predictor of dementia conversion (HR = 15.8 [2.6-95.4], p = .003) and MMSE score decline (HR = 5.7 [1.6-20.3], p = .008) after adjusting for confounders. CONCLUSIONS Cerebral amyloid deposition potentially contributes to long-term cognitive decline in SVD-related ICH.
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Affiliation(s)
- Ya‐Chin Tsai
- Department of Nuclear MedicineNational Taiwan University Hospital Hsin‐Chu BranchHsinchuTaiwan
| | - Hsin‐Hsi Tsai
- Department of NeurologyNational Taiwan University Hospital Bei‐Hu BranchTaipeiTaiwan
- Department of NeurologyNational Taiwan University HospitalTaipeiTaiwan
| | - Chia‐Ju Liu
- Department of Nuclear MedicineNational Taiwan University HospitalTaipeiTaiwan
| | - Sheng‐Sian Lin
- Department of NeurologyNational Taiwan University Hospital Bei‐Hu BranchTaipeiTaiwan
| | - Ya‐Fang Chen
- Department of Medical ImagingNational Taiwan University HospitalTaipeiTaiwan
| | - Jiann‐Shing Jeng
- Department of NeurologyNational Taiwan University Hospital Bei‐Hu BranchTaipeiTaiwan
| | - Li‐Kai Tsai
- Department of NeurologyNational Taiwan University Hospital Bei‐Hu BranchTaipeiTaiwan
- Department of NeurologyNational Taiwan University Hospital Hsin‐Chu BranchHsinchuTaiwan
| | - Ruoh‐Fang Yen
- Department of Nuclear MedicineNational Taiwan University HospitalTaipeiTaiwan
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Varkanitsa M, Peñaloza C, Charidimou A, Kiran S. Cerebral Small Vessel Disease Burden: An Independent Biomarker for Anomia Treatment Responsiveness in Chronic Stroke Patients With Aphasia. Arch Phys Med Rehabil 2023; 104:1630-1637. [PMID: 37290492 PMCID: PMC10543408 DOI: 10.1016/j.apmr.2023.05.008] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2022] [Revised: 03/31/2023] [Accepted: 05/08/2023] [Indexed: 06/10/2023]
Abstract
OBJECTIVE To determine whether MRI-based cerebral small vessel disease (cSVD) burden predicts treatment-induced aphasia recovery in chronic stroke patients above and beyond initial aphasia severity and stroke-lesion volume. DESIGN Retrospective. Four cSVD neuroimaging markers were rated using validated visual scales: white matter hyperintensities, enlarged perivascular spaces, lacunes, and global cortical atrophy. We also calculated a cSVD total score. We employed linear regression models to model treatment response as a function of cSVD burden. We also ran correlation analyses to determine the association among cSVD burden and pre-treatment linguistic and non-linguistic cognition. SETTING Research clinic. PARTICIPANTS The study includes data from 30 chronic stroke patients with aphasia who received treatment for word finding difficulties and completed additional pre-treatment neuroimaging and behavioral assessments (N=30). INTERVENTIONS 120-minute sessions of anomia treatment 2 times per week for up to 12 weeks. MAIN OUTCOME MEASURES Change in accuracy on the treatment probes measured as a percentage (ie, change in accuracy percentage score=post-treatment accuracy percentage minus pre-treatment accuracy percentage). RESULTS Baseline cSVD burden predicted response to anomia treatment independently from demographic and stroke-related factors. Patients with lower cSVD burden exhibited enhanced rehabilitation response compared with those with higher cSVD burden (β=-6.816e-02, P=.019). cSVD burden was highly associated with nonverbal executive function at baseline (r=-0.49, P=.005): patients with lower cSVD burden exhibited higher performance on nonverbal executive function tasks compared with participants with higher cSVD burden. No association was observed among cSVD burden and performance on language tasks at the baseline. CONCLUSIONS cSVD, a marker of brain reserve and a robust risk factor for post-stroke dementia, may be used as a biomarker for distinguishing patients who are more likely to respond to anomia therapy from those who are less likely to do so and for individualizing treatment parameters (eg, targeting both linguistic and nonlinguistic cognition in severe cSVD).
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Affiliation(s)
- Maria Varkanitsa
- Center for Brain Recovery, Sargent College of Health and Rehabilitation Sciences, Boston University, Boston, MA.
| | - Claudia Peñaloza
- Department of Cognition, Development and Educational Psychology, Faculty of Psychology, University of Barcelona, Barcelona, Spain; Institute of Neurosciences, University of Barcelona, Barcelona, Spain; Cognition and Brain Plasticity Unit, Bellvitge Biomedical Research Institute-IDIBELL, L'Hospitalet de Llobregat, Barcelona, Spain
| | - Andreas Charidimou
- Department of Neurology, Boston University Medical Center and Boston University School of Medicine, MA
| | - Swathi Kiran
- Center for Brain Recovery, Sargent College of Health and Rehabilitation Sciences, Boston University, Boston, MA
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Wang D, Xiang Y, Peng Y, Zeng P, Zeng B, Chai Y, Li Y. Deep Medullary Vein and MRI Markers Were Related to Cerebral Hemorrhage Subtypes. Brain Sci 2023; 13:1315. [PMID: 37759916 PMCID: PMC10526710 DOI: 10.3390/brainsci13091315] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2023] [Revised: 09/02/2023] [Accepted: 09/11/2023] [Indexed: 09/29/2023] Open
Abstract
BACKGROUND To explore the performance of deep medullary vein (DMV) and magnetic resonance imaging (MRI) markers in different intracerebral hemorrhage (ICH) subtypes in patients with cerebral small vessel disease (CSVD). METHODS In total, 232 cases of CSVD with ICH were included in this study. The clinical and image data were retrospectively analyzed. Patients were divided into hypertensive arteriopathy (HTNA)-related ICH, cerebral amyloid angiopathy (CAA)-related ICH, and mixed ICH groups. The DMV score was determined in the cerebral hemisphere contralateral to the ICH. RESULTS The DMV score was different between the HTNA-related and mixed ICH groups (p < 0.01). The MRI markers and CSVD burden score were significant among the ICH groups (p < 0.05). Compared to mixed ICH, HTNA-related ICH diagnosis was associated with higher deep white matter hyperintensity (DWMH) (OR: 0.452, 95% CI: 0.253-0.809, p < 0.05) and high-degree perivascular space (PVS) (OR: 0.633, 95% CI: 0.416-0.963, p < 0.05), and CAA-related ICH diagnosis was associated with increased age (OR: 1.074; 95% CI: 1.028-1.122, p = 0.001). The DMV score correlated with cerebral microbleed (CMB), PVS, DWMH, periventricular white matter hyperintensity (PWMH), and CSVD burden score (p < 0.05) but not with lacuna (p > 0.05). Age was an independent risk factor for the severity of DMV score (OR: 1.052; 95% CI: 0.026-0.076, p < 0.001). CONCLUSION DMV scores, CSVD markers, and CSVD burden scores were associated with different subtypes of ICH. In addition, DMV scores were associated with the severity of CSVD and CSVD markers.
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Affiliation(s)
- Dan Wang
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, 1# Youyi Road, Yuan Jiagang, Chongqing 400010, China
- Department of Radiology, Mianyang Central Hospital, 12# Changjia Lane, Mianyang 621000, China
| | - Yayun Xiang
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, 1# Youyi Road, Yuan Jiagang, Chongqing 400010, China
| | - Yuling Peng
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, 1# Youyi Road, Yuan Jiagang, Chongqing 400010, China
| | - Peng Zeng
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, 1# Youyi Road, Yuan Jiagang, Chongqing 400010, China
| | - Bang Zeng
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, 1# Youyi Road, Yuan Jiagang, Chongqing 400010, China
| | - Ying Chai
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, 1# Youyi Road, Yuan Jiagang, Chongqing 400010, China
- Department of Radiology, People’s Hospital of Shapingba District, 44# Xiaolongkan New Street, Chongqing 400010, China
| | - Yongmei Li
- Department of Radiology, The First Affiliated Hospital of Chongqing Medical University, 1# Youyi Road, Yuan Jiagang, Chongqing 400010, China
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Zhao B, Jia W, Yuan Y, Li Z, Fu X. Effects of intensive blood pressure control on cognitive function in patients with cerebral small vessel disease. J Stroke Cerebrovasc Dis 2023; 32:107289. [PMID: 37544058 DOI: 10.1016/j.jstrokecerebrovasdis.2023.107289] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2023] [Revised: 07/28/2023] [Accepted: 07/31/2023] [Indexed: 08/08/2023] Open
Abstract
OBJECTIVE This study aimed to investigate the effects of intensive blood pressure control on cognitive function in elderly patients with cerebral small vessel disease (CSVD). METHODS From May 2020 to June 2022, 140 outpatients and inpatients with CSVD and hypertension in the Department of Neurology of Beijing Shijingshan Hospital were selected. They were randomly divided into the standard and intensive blood pressure control groups, and the dosage of antihypertensive drugs was adjusted to reduce the blood pressure to the target level. The patients were followed up for 2 years. The medical records or data at "enrollment" and "2-year follow-up" were analyzed and evaluated. The Mini-Mental State Examination (MMSE) and Montreal Cognitive Assessment (MoCA) were used to evaluate cognitive function. Cranial magnetic resonance imaging was performed to evaluate lacunar infarctions (LIs) and white matter hyperintensity (WMH). Multiple linear regression was used to analyze the correlation between MMSE scores and blood pressure, WMH, and LIs. RESULTS (1) The MMSE and MoCA scores in the standard group were significantly lower than those at enrollment. The WMH score in the standard group was significantly higher than that at enrollment. (2) After the 2-year follow-up, the 24-h systolic blood pressure (SBP), 24-h diastolic blood pressure (DBP), daytime mean SBP, daytime mean DBP, and nighttime mean SBP in the two groups significantly decreased, which had significant statistical significance (P < 0.05). (3) The correlation between blood pressure and MMSE score was analyzed using multiple linear regression analysis. The WMH score, LIs, 24-h SBP, and 24-h DBP were independently correlated with MMSE scores. CONCLUSION In elderly patients with hypertension, a decrease in SBP to 126 mmHg, compared with 134 mmHg, can delay cognitive impairment as well as reduce LIs and cerebral WMH lesions in patients with CSVD.
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Affiliation(s)
- Bingqing Zhao
- Department of Neurology, Beijing Shijingshan Hospital, Shijingshan Teaching Hospital of Capital Medical University, China.
| | - Weihua Jia
- Department of Neurology, Beijing Shijingshan Hospital, Shijingshan Teaching Hospital of Capital Medical University, China
| | - Ye Yuan
- Department of Neurology, Beijing Shijingshan Hospital, Shijingshan Teaching Hospital of Capital Medical University, China
| | - Zheng Li
- Department of Neurology, Beijing Shijingshan Hospital, Shijingshan Teaching Hospital of Capital Medical University, China
| | - Xinran Fu
- Department of Neurology, Beijing Shijingshan Hospital, Shijingshan Teaching Hospital of Capital Medical University, China
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Ni Y, Deng F, Yu S, Zhang J, Zhang X, Huang D, Zhou H. A Randomized, Double-Blind, Placebo-Controlled Trial to Evaluate the Therapeutic Effect of Magnesium-L-Threonate Supplementation for Persistent Pain After Breast Cancer Surgery. BREAST CANCER (DOVE MEDICAL PRESS) 2023; 15:495-504. [PMID: 37520407 PMCID: PMC10386839 DOI: 10.2147/bctt.s413435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/22/2023] [Accepted: 07/14/2023] [Indexed: 08/01/2023]
Abstract
Purpose Post-mastectomy pain syndrome is a common yet debilitating neuropathic complication after breast cancer procedures, resulting in significantly reduced quality of life. Recently, emerging evidence has supported the therapeutic effect of magnesium administration in chronic pain. However, the role of magnesium supplementation in development of chronic pain after breast cancer surgery remains less known. The aim of this study was to evaluate therapeutic effect of magnesium supplementation on persistent pain after breast cancer procedure. Patients and Methods This was a randomized, double-blind, placebo-controlled clinical trial. A total of 109 patients who underwent breast cancer procedure received magnesium-L-threonate (n = 48) or placebo (n = 61) for 12 weeks. Chronic pain incidence, short form of the McGill Pain Questionnaire (SF-MPQ), Generalized Anxiety Disorder Scale (GAD-7), Patient Health Questionnaire-9 (PHQ-9), Pittsburgh Sleep Quality Index (PSQI), and Telephone Interview for Cognitive Status (TICS) were evaluated at 3- and 6-month follow-up. Results About 31% (15 out of 48) of patients reported chronic pain after magnesium supplementation, and 26% (16 out of 61) of the control group at 6-month follow-up respectively. Total scores of SF-MPQ were significantly increased in the control group 6 months after surgical intervention (mean difference, 1.475; 95% CI, -2.730 to -0.2211), but NOT in the magnesium treated group (mean difference, 1.250; 95% CI, -2.775 to 0.2748). No significant differences were found between two cohorts on SF-MPQ, GAD-7, PHQ-9, PSQI, or TICS at each timepoint. Conclusion Oral supplementation of magnesium-L-threonate did not effectively prevent the development of persistent pain in breast cancer survivors, nor provide sufficient pain relief over placebo. We did not observe improvement of pain, mood, sleep disorder, or cognitive function after 12-week magnesium supplementation. Future study may focus on magnesium combined with other effective anti-neuropathic pain treatment.
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Affiliation(s)
- Yuncheng Ni
- Department of Pain, the Third Xiangya Hospital and Institute of Pain Medicine, Central South University, Changsha, People’s Republic of China
| | - Fang Deng
- Department of Pain, the Third Xiangya Hospital and Institute of Pain Medicine, Central South University, Changsha, People’s Republic of China
| | - Shanzi Yu
- Department of Pain, the Third Xiangya Hospital and Institute of Pain Medicine, Central South University, Changsha, People’s Republic of China
| | - Jianping Zhang
- Department of Pain, the Third Xiangya Hospital and Institute of Pain Medicine, Central South University, Changsha, People’s Republic of China
| | - Xiaoxue Zhang
- Department of Pain, the Third Xiangya Hospital and Institute of Pain Medicine, Central South University, Changsha, People’s Republic of China
| | - Dong Huang
- Department of Pain, the Third Xiangya Hospital and Institute of Pain Medicine, Central South University, Changsha, People’s Republic of China
- Hunan Key Laboratory of Brain Homeostasis, Central South University, Changsha, People’s Republic of China
| | - Haocheng Zhou
- Department of Pain, the Third Xiangya Hospital and Institute of Pain Medicine, Central South University, Changsha, People’s Republic of China
- Hunan Key Laboratory of Brain Homeostasis, Central South University, Changsha, People’s Republic of China
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Hannan J, Wilmskoetter J, Fridriksson J, Hillis AE, Bonilha L, Busby N. Brain health imaging markers, post-stroke aphasia and Cognition: A scoping review. Neuroimage Clin 2023; 39:103480. [PMID: 37536153 PMCID: PMC10412866 DOI: 10.1016/j.nicl.2023.103480] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2023] [Revised: 07/18/2023] [Accepted: 07/19/2023] [Indexed: 08/05/2023]
Abstract
For the past decade, brain health has been an emerging line of scientific inquiry assessing the impact of age-related neurostructural changes on cognitive decline and recovery from brain injury. Typically, compromised brain health is attributed to the presence of small vessel disease (SVD) and brain tissue atrophy, which are represented by various neuroimaging features. However, to date, the relationship between brain health markers and chronic aphasia severity remains unclear. Thus, the goal of this scoping review was to assess the current body of evidence regarding the relationship between SVD-related brain health biomarkers and post-stroke aphasia and cognition. In all, 187 articles were identified from 3 databases, of which 16 articles met the criteria for inclusion. Among these studies, 11 focused on cognition rather than aphasia, while 2 investigated both. Of the 10 studies that used white matter hyperintensities (WMHs) as an indicator of SVD severity, 8 studies (80%) demonstrated a relationship between WMH load and worse cognition in stroke patients. Interestingly, among the studies that specifically investigated aphasia, all 5 studies (100%) demonstrated a relationship between SVD and worse language performance. They also indicated that factors other than brain health (e.g., lesion, age, time post onset) played an important role in determining aphasia severity at a single timepoint. These findings suggest that brain health is likely a crucial factor in the context of aphasia recovery, possibly indicating the necessity of cognitive reserve thresholds for the multimodal cognitive demands associated with language recovery. While SVD and structural brain health are not commonly considered as predictors of aphasia severity, more comprehensive models incorporating brain health have the potential to improve prognosis of post-stroke cognitive and language deficits. Given the variability in the existing literature, a uniform grading system for overall SVD would be beneficial for future research on the mechanisms related to brain networks and neuroplasticity, and their translational impact.
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Affiliation(s)
- Jade Hannan
- Department of Communication Sciences and Disorders, University of South Carolina, Columbia, SC, USA.
| | - Janina Wilmskoetter
- Department of Health and Rehabilitation Sciences, Medical University of South Carolina, Charleston, SC, USA
| | - Julius Fridriksson
- Department of Communication Sciences and Disorders, University of South Carolina, Columbia, SC, USA
| | - Argye E Hillis
- Department of Neurology, Johns Hopkins School of Medicine, Baltimore, MD, USA; Department of Physical Medicine, Rehabilitation, and Cognitive Science, Johns Hopkins University, Baltimore, MD, USA
| | | | - Natalie Busby
- Department of Communication Sciences and Disorders, University of South Carolina, Columbia, SC, USA
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Hieber C, Grabbe S, Bros M. Counteracting Immunosenescence-Which Therapeutic Strategies Are Promising? Biomolecules 2023; 13:1085. [PMID: 37509121 PMCID: PMC10377144 DOI: 10.3390/biom13071085] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2023] [Revised: 07/03/2023] [Accepted: 07/05/2023] [Indexed: 07/30/2023] Open
Abstract
Aging attenuates the overall responsiveness of the immune system to eradicate pathogens. The increased production of pro-inflammatory cytokines by innate immune cells under basal conditions, termed inflammaging, contributes to impaired innate immune responsiveness towards pathogen-mediated stimulation and limits antigen-presenting activity. Adaptive immune responses are attenuated as well due to lowered numbers of naïve lymphocytes and their impaired responsiveness towards antigen-specific stimulation. Additionally, the numbers of immunoregulatory cell types, comprising regulatory T cells and myeloid-derived suppressor cells, that inhibit the activity of innate and adaptive immune cells are elevated. This review aims to summarize our knowledge on the cellular and molecular causes of immunosenescence while also taking into account senescence effects that constitute immune evasion mechanisms in the case of chronic viral infections and cancer. For tumor therapy numerous nanoformulated drugs have been developed to overcome poor solubility of compounds and to enable cell-directed delivery in order to restore immune functions, e.g., by addressing dysregulated signaling pathways. Further, nanovaccines which efficiently address antigen-presenting cells to mount sustained anti-tumor immune responses have been clinically evaluated. Further, senolytics that selectively deplete senescent cells are being tested in a number of clinical trials. Here we discuss the potential use of such drugs to improve anti-aging therapy.
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Affiliation(s)
- Christoph Hieber
- Department of Dermatology, University Medical Center of the Johannes Gutenberg-University Mainz, Langenbeckstraße 1, 55131 Mainz, Germany
- Institute of Molecular Biology (IMB), Ackermannweg 4, 55128 Mainz, Germany
| | - Stephan Grabbe
- Department of Dermatology, University Medical Center of the Johannes Gutenberg-University Mainz, Langenbeckstraße 1, 55131 Mainz, Germany
- Institute of Molecular Biology (IMB), Ackermannweg 4, 55128 Mainz, Germany
| | - Matthias Bros
- Department of Dermatology, University Medical Center of the Johannes Gutenberg-University Mainz, Langenbeckstraße 1, 55131 Mainz, Germany
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Leng X, Wang D. Editorial: minor stroke is not minor. Stroke Vasc Neurol 2023; 8:175-177. [PMID: 36521937 PMCID: PMC10359791 DOI: 10.1136/svn-2022-002049] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 11/09/2022] [Indexed: 12/23/2022] Open
Affiliation(s)
- Xinyi Leng
- Medicine & Therapeutics, The Chinese University of Hong Kong, Hong Kong, China
| | - David Wang
- Barrow Neurological Institute Petznick Stroke Center, Phoenix, AZ, USA
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38
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Zhou X, Li Y, Sun Z, Mu L, Ma Y. Elevated red blood cell distribution width levels predict depression after intracerebral hemorrhage: A 3-month follow-up study. Front Neurol 2023; 14:1077518. [PMID: 37090985 PMCID: PMC10113641 DOI: 10.3389/fneur.2023.1077518] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Accepted: 03/08/2023] [Indexed: 04/08/2023] Open
Abstract
ObjectivesInflammation vitally impacts the progression of depression resulting from intracerebral hemorrhage (ICH), while red blood cell distribution width (RDW) marks inflammatory-related diseases. The present study aimed at evaluating how RDW affects depression after ICH.MethodsFrom prospective analyses of patients admitted to our department between January 2017 and September 2022, ICH patients with complete medical records were evaluated. The 17-item Hamilton Depression (HAMD-17) scale was used for measuring the depressive symptoms at 3 months after ICH. Diagnosis of post-ICH depression was conducted for patients based on the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-V) criteria.ResultsA total of 438 patients were enrolled in the study, out of which 93 (21.23%) patients had PSD at the 3-month follow-up. Accordingly, patients with depression had higher RDW levels (13.70 [IQR: 13.56–13.89] vs.13.45 [IQR: 12.64–13.75], p < 0.001) at admission compared with those without depression. In multivariate analyses, RDW was used for independently predicting the depression after ICH at 3 months (OR: 2.832 [95% CI: 1.748–4.587], p < 0.001). After adjusting the underlying confounding factors, the odds ratio (OR) of depression after ICH was 4.225 (95% CI: 1.686–10.586, p = 0.002) for the highest tertile of RDW relative to the lowest tertile. With an AUC of 0.703 (95% CI: 0.649–0.757), RDW demonstrated a significantly better discriminatory ability relative to CRP and WBC. RDW as an indicator for predicting depression after ICH had an optimal cutoff value of 13.68, and the sensitivity and specificity were 63.4% and 64.6%, respectively.ConclusionsElevated RDW level predicted post-ICH depression at 3 months, confirming RDW as an effective inflammatory marker for predicting depression after ICH.
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Affiliation(s)
- Xianping Zhou
- Department of Laboratory, Bozhou Hospital Affiliated to Anhui Medical University, Bozhou, China
| | - Yaqiang Li
- Department of Neurology, People's Hospital of Lixin County, Bozhou, China
| | - Zhongbo Sun
- Department of Neurosurgery, First Affiliated Hospital of Anhui University of Science and Technology (First People's Hospital of Huainan), Huainan, China
- *Correspondence: Zhongbo Sun
| | - Li Mu
- Department of Laboratory, Bozhou Hospital Affiliated to Anhui Medical University, Bozhou, China
| | - Yaoyao Ma
- Department of Laboratory, Bozhou Hospital Affiliated to Anhui Medical University, Bozhou, China
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Tziaka E, Christidi F, Tsiptsios D, Sousanidou A, Karatzetzou S, Tsiakiri A, Doskas TK, Tsamakis K, Retzepis N, Konstantinidis C, Kokkotis C, Serdari A, Aggelousis N, Vadikolias K. Leukoaraiosis as a Predictor of Depression and Cognitive Impairment among Stroke Survivors: A Systematic Review. Neurol Int 2023; 15:238-272. [PMID: 36810471 PMCID: PMC9944578 DOI: 10.3390/neurolint15010016] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 02/02/2023] [Accepted: 02/06/2023] [Indexed: 02/15/2023] Open
Abstract
Stroke survivors are at increased risk of developing depression and cognitive decline. Thus, it is crucial for both clinicians and stroke survivors to be provided with timely and accurate prognostication of post-stroke depression (PSD) and post-stroke dementia (PSDem). Several biomarkers regarding stroke patients' propensity to develop PSD and PSDem have been implemented so far, leukoaraiosis (LA) being among them. The purpose of the present study was to review all available work published within the last decade dealing with pre-existing LA as a predictor of depression (PSD) and cognitive dysfunction (cognitive impairment or PSDem) in stroke patients. A literature search of two databases (MEDLINE and Scopus) was conducted to identify all relevant studies published between 1 January 2012 and 25 June 2022 that dealt with the clinical utility of preexisting LA as a prognostic indicator of PSD and PSDem/cognitive impairment. Only full-text articles published in the English language were included. Thirty-four articles were traced and are included in the present review. LA burden, serving as a surrogate marker of "brain frailty" among stroke patients, appears to be able to offer significant information about the possibility of developing PSD or cognitive dysfunction. Determining the extent of pre-existing white matter abnormalities can properly guide decision making in acute stroke settings, as a greater degree of such lesioning is usually coupled with neuropsychiatric aftermaths, such as PSD and PSDem.
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Affiliation(s)
- Eftychia Tziaka
- Neurology Department, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Foteini Christidi
- Neurology Department, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Dimitrios Tsiptsios
- Neurology Department, Democritus University of Thrace, 68100 Alexandroupolis, Greece
- Correspondence: ; Tel.: +30-6944320016
| | - Anastasia Sousanidou
- Neurology Department, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Stella Karatzetzou
- Neurology Department, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Anna Tsiakiri
- Neurology Department, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | | | - Konstantinos Tsamakis
- Institute of Psychiatry, Psychology and Neuroscience (IoPPN), King’s College London, London SE5 8AB, UK
| | - Nikolaos Retzepis
- Department of Physical Education and Sport Science, Democritus University of Thrace, 69100 Komotini, Greece
| | - Christos Konstantinidis
- Department of Physical Education and Sport Science, Democritus University of Thrace, 69100 Komotini, Greece
| | - Christos Kokkotis
- Department of Physical Education and Sport Science, Democritus University of Thrace, 69100 Komotini, Greece
| | - Aspasia Serdari
- Department of Child and Adolescent Psychiatry, Medical School, Democritus University of Thrace, 68100 Alexandroupolis, Greece
| | - Nikolaos Aggelousis
- Department of Physical Education and Sport Science, Democritus University of Thrace, 69100 Komotini, Greece
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Zhang M, Che R, Zhao W, Sun H, Ren C, Ma J, Hu W, Jia M, Wu C, Liu X, Ji X. Neuroimaging biomarkers of small vessel disease in cerebral amyloid angiopathy-related intracerebral hemorrhage. CNS Neurosci Ther 2023; 29:1222-1228. [PMID: 36740246 PMCID: PMC10068469 DOI: 10.1111/cns.14098] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 01/08/2023] [Accepted: 01/09/2023] [Indexed: 02/07/2023] Open
Abstract
AIMS The significance of the correlation of computed tomography (CT)-based cerebral small vessel disease (SVD) markers with the clinical outcomes in patients with cerebral amyloid angiopathy (CAA)-related intracerebral hemorrhage (ICH) remains uncertain. Thus, this study aimed to explore the relationship between SVD markers and short-term outcomes of CAA-ICH. METHODS A total of 183 patients with CAA-ICH admitted to the Xuanwu Hospital, and Beijing Fengtai You'anmen Hospital, from 2014 to 2021 were included. The multivariate logistic regression analysis was performed to identify the correlation between SVD markers based on CT and clinical outcomes at 7-day and 90-day. RESULTS Of the 183 included patients, 66 (36%) were identified with severe SVD burden. The multivariate analysis showed that the total SVD burden, white matter lesion (WML) grade, and brain atrophy indicator were independent risk factors for unfavorable outcomes at 90-day. The brain atrophy indicator was independently associated with mortality at 90-day. Severe cortical atrophy was significantly associated with early neurological deterioration. CONCLUSIONS The neuroimaging profiles of SVD based on CT in patients with CAA-ICH might predict the short-term outcome more effectively. Further studies are required to validate these findings and identify modifiable factors for preventing CAA-ICH development.
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Affiliation(s)
- Mengke Zhang
- Department of Neurology, Xuan Wu Hospital, Capital Medical University, Beijing, China
| | - Ruiwen Che
- Department of Neurology, Beijing Shijitan hospital, Capital Medical University, Beijing, China.,Beijing Key Laboratory of Hypoxia Conditioning Translational Medicine, Xuan Wu Hospital, Capital Medical University, Beijing, China
| | - Wenbo Zhao
- Department of Neurology, Xuan Wu Hospital, Capital Medical University, Beijing, China
| | - Hailiang Sun
- Department of Neurosurgery, Beijing Fengtai You'anmen Hospital, Beijing, China
| | - Changhong Ren
- Beijing Key Laboratory of Hypoxia Conditioning Translational Medicine, Xuan Wu Hospital, Capital Medical University, Beijing, China
| | - Jin Ma
- Department of Neurology, Xuan Wu Hospital, Capital Medical University, Beijing, China
| | - Wenbo Hu
- Department of Neurology, Xuan Wu Hospital, Capital Medical University, Beijing, China
| | - Milan Jia
- Department of Neurology, Xuan Wu Hospital, Capital Medical University, Beijing, China
| | - Chuanjie Wu
- Department of Neurology, Xuan Wu Hospital, Capital Medical University, Beijing, China
| | - Xin Liu
- Department of Radiology, Beijing Chaoyang Hospital, Capital Medical University, Beijing, China
| | - Xunming Ji
- Beijing Key Laboratory of Hypoxia Conditioning Translational Medicine, Xuan Wu Hospital, Capital Medical University, Beijing, China.,Department of Neurosurgery, Xuan Wu Hospital, Capital Medical University, Beijing, China
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Ikeda S, Yakushiji Y, Tanaka J, Nishihara M, Ogata A, Eriguchi M, Ono S, Kosugi M, Suzuyama K, Mizoguchi M, Shichijo C, Ide T, Nagaishi Y, Mori H, Ono N, Yoshikawa M, Ide K, Minagawa H, Iida K, Kawamoto K, Katsuki Y, Irie H, Abe T, Hara H. Hypertension, cerebral Amyloid, aGe Associated Known neuroimaging markers of cerebral small vessel disease Undertaken with stroke REgistry (HAGAKURE) prospective cohort study: Baseline characteristics and association of cerebral small vessel disease with prognosis in an ischemic stroke cohort. Front Aging Neurosci 2023; 15:1117851. [PMID: 36936499 PMCID: PMC10018806 DOI: 10.3389/fnagi.2023.1117851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2022] [Accepted: 01/30/2023] [Indexed: 03/06/2023] Open
Abstract
Introduction Cerebral small vessel disease (SVD) is one of the leading causes of stroke; each neuroimaging marker of SVD is correlated with vascular risk factors and associated with poor prognosis after stroke. However, longitudinal studies investigating the association between comprehensive SVD burden scoring system, "total SVD score" - which encompasses the established neuroimaging markers of lacunae, cerebral microbleeds (CMBs), white matter hyperintensities (WMH) including periventricular hyperintensities, and perivascular spaces in basal ganglia- and clinical outcomes are limited. The aim of this study is to determine the association between SVD burden and long-term prognosis in patients with ischemic stroke. Methods and design This prospective, single-center, observational study enrolled patients with acute ischemic stroke, including cerebral infarction and transient ischemic attack. Magnetic resonance imaging scans were performed, and then total SVD score (range, 0-4) was calculated. We recorded baseline characteristics and evaluated the relationships of long-term outcomes to SVD neuroimaging markers and total SVD score. Stroke recurrence was thought as primary outcome. Hazard ratios (HRs) of events during follow-up were calculated using Cox proportional hazards modeling with adjustments for age, sex, hypertension, dyslipidemia, diabetes mellitus, atrial fibrillation, and smoking. Cumulative event rates were estimated using the Kaplan-Meier method. Results Consecutive 564 acute ischemic stroke patients were enrolled according to inclusion and exclusion criteria. A total of 467 participants with first-ever ischemic stroke were analyzed (median age 75.0 [interquartile range, 64.0-83.0] years, 59.3% male). Total SVD score was 0 point in 47 individuals (12.0%), 1 point in 83 (21.2%), 2 points in 103 (26.3%), 3 points in 85 (21.7%), and 4 points in 73 (18.7%). Twenty-eight recurrent stroke events were identified during follow-up. Total SVD score ≥ 2, presence of CMBs, and moderate-to-severe WMH were associated with increased risk of recurrent stroke events (HR 9.31, 95% confidence interval [CI] 2.33-64.23; HR 2.81, 95% CI 1.08-7.30; HR 2.90, 95% CI 1.22-6.88, respectively). Conclusion The accumulation of SVD biomarkers as determined by total SVD score offered a reliable predictor of stroke recurrence. This study established a firm understanding of SVD prognosis in clinical settings.
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Affiliation(s)
- Shuhei Ikeda
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Yusuke Yakushiji
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
- Department of Neurology, Kansai Medical University, Hirakata, Japan
- *Correspondence: Yusuke Yakushiji,
| | - Jun Tanaka
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Masashi Nishihara
- Department of Radiology, Faculty of Medicine, Saga University, Saga, Japan
| | - Atsushi Ogata
- Department of Neurosurgery, Faculty of Medicine, Saga University, Saga, Japan
| | - Makoto Eriguchi
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Shohei Ono
- Department of Neurology, Kansai Medical University, Hirakata, Japan
| | - Masafumi Kosugi
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Kohei Suzuyama
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Megumi Mizoguchi
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Chika Shichijo
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Toshihiro Ide
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Yukiko Nagaishi
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Hodo Mori
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Natsuki Ono
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Masaaki Yoshikawa
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Kiku Ide
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Hiromu Minagawa
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Kotaro Iida
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Kazuhiro Kawamoto
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Yoshiko Katsuki
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
| | - Hiroyuki Irie
- Department of Radiology, Faculty of Medicine, Saga University, Saga, Japan
| | - Tatsuya Abe
- Department of Neurosurgery, Faculty of Medicine, Saga University, Saga, Japan
| | - Hideo Hara
- Division of Neurology, Department of Internal Medicine, Faculty of Medicine, Saga University, Saga, Japan
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Kong Y, Lin G, Yan M, Wang J, Dai Y. Diagnostic value of plasma D-dimer and serum lipoprotein phospholipase A2 in patients with cerebral small vessel disease and their association with severity of the disease. Am J Transl Res 2022; 14:8371-8379. [PMID: 36505318 PMCID: PMC9730109] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2022] [Accepted: 11/13/2022] [Indexed: 12/15/2022]
Abstract
OBJECTIVE To determine the diagnostic value of plasma D-dimer (DD) and serum lipoprotein phospholipase A2 (Lp-PLA2) in patients with cerebral small vessel disease (CSVD) and their association with severity of the disease. METHODS In this retrospective analysis, 84 patients with CSVD treated in Shangqiu First People's Hospital from February 2020 to November 2021 were included in the study group, and 75 healthy individuals were assigned into the control group. The DD and Lp-PLA2 levels in the two groups were compared, and the diagnostic value of the two in CSVD was evaluated via receiver operating characteristic (ROC) curves. Patients were assigned to a mild group or a severe group based on Fazekas scale scores. Then, the two groups were compared in terms of the DD and Lp-PLA2 levels, and the association of the two with the severity of CSVD was determined through ROC curves. With the Montreal cognitive assessment (MoCA) scale, the patients were assigned to a cognitive impairment group or a non-cognitive impairment group. Then the two groups were compared in terms of the DD and Lp-PLA2 levels, and the association of the two with the cognitive function of CSVD patients was also determined by ROC curves. RESULTS The research group showed higher DD and Lp-PLA2 levels than the control group; the severe group showed higher DD and Lp-PLA2 levels than the mild group; the cognitive impairment group showed higher DD and Lp-PLA2 levels than the non-cognitive impairment group (all P < 0.001). The areas under the curves (AUCs) of DD and Lp-PLA2 in CSVD diagnosis were 0.902 and 0.907, respectively; the AUCs of DD and Lp-PLA2 in CSVD severity determination were 0.747 and 0.704, respectively; the AUCs of DD and Lp-PLA2 in cognitive impairment diagnosis were 0.736 and 0.725, respectively. CONCLUSION Plasma DD and Lp-PLA2 possess good diagnostic value in patients with CSVD, and also has certain clinical value in diagnosing patients' severity and cognitive impairment.
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Affiliation(s)
- Yu Kong
- Department of Cognitive and Movement Disorders, Shangqiu First People’s Hospital292 Kaixuan South Road, Suiyang District, Shangqiu 476000, Henan, China
| | - Guangyao Lin
- Medical Imaging Center, Shangqiu First People’s Hospital292 Kaixuan South Road, Suiyang District, Shangqiu 476000, Henan, China
| | - Mingguang Yan
- Medical Laboratory Department, Shangqiu First People’s Hospital292 Kaixuan South Road, Suiyang District, Shangqiu 476000, Henan, China
| | - Jingjing Wang
- Department of Cognitive and Movement Disorders, Shangqiu First People’s Hospital292 Kaixuan South Road, Suiyang District, Shangqiu 476000, Henan, China
| | - Yunyi Dai
- Department of Cognitive and Movement Disorders, Shangqiu First People’s Hospital292 Kaixuan South Road, Suiyang District, Shangqiu 476000, Henan, China
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Xu M, Wu Q, Cheng Y, Zhang S, Tao W, Zhang S, Wang D, Liu M, Wu B. Circle of Willis Morphology in Primary Intracerebral Hemorrhage. Transl Stroke Res 2022; 13:736-744. [PMID: 35184272 PMCID: PMC9391241 DOI: 10.1007/s12975-022-00997-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2021] [Revised: 01/21/2022] [Accepted: 02/09/2022] [Indexed: 11/26/2022]
Abstract
We aimed to study the distribution of Circle of Willis (CoW) morphology and its association with intracerebral hemorrhage (ICH) etiology and cerebral small vessel disease (CSVD) burden. Patients with primary ICH who had brain MRIs were consecutively enrolled between March 2012 and January 2021. CoW morphology, CSVD features and the combined CSVD burden (including global CSVD burden, total hypertensive arteriopathy [HA] burden, and total cerebral amyloid angiopathy [CAA] burden) were assessed. CoW morphology included poor CoW (defined as CoW score 0-2), incomplete CoW, and complete fetal-variant of the posterior communicating artery (CFPcoA). Among 296 patients enrolled, 215 were included in the analysis. There was no significant difference among HA-, CAA-, and mixed-ICH in each CoW morphology. Exploratory subgroup analyses suggested that poor CoW was associated with a greater incidence of HA-ICH and low incidence of mixed ICH in patients aged < 60 years, while mixed ICH occurred more frequently in patients with CFPcoA, especially in those without hypertension history (all p < 0.050). Additionally, incomplete CoW was correlated with a larger incidence of lacunes (adjusted OR [adOR] 2.114, 95% CI 1.062-4.207), microbleeds ≥ 5 (adOR 2.437, 95% CI 1.187-5.002), and therefore the combined CSVD burden (adOR 1.194, 95% CI 1.004-1.419 for global CSVD burden, adOR 1.343, 95% CI 1.056-1.707 for total CAA burden), independent of modifiable vascular risk factors, but not age and sex. The CoW might therefore have a potential impact on ICH etiology and is associated with a greater CSVD burden. Our findings are novel, and need to be verified in future studies.
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Affiliation(s)
- Mangmang Xu
- Center of Cerebrovascular Diseases, Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Qian Wu
- Center of Cerebrovascular Diseases, Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Yajun Cheng
- Center of Cerebrovascular Diseases, Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Shuting Zhang
- Center of Cerebrovascular Diseases, Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Wendan Tao
- Center of Cerebrovascular Diseases, Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Shihong Zhang
- Center of Cerebrovascular Diseases, Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Deren Wang
- Center of Cerebrovascular Diseases, Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Ming Liu
- Center of Cerebrovascular Diseases, Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China
| | - Bo Wu
- Center of Cerebrovascular Diseases, Department of Neurology, West China Hospital, Sichuan University, Chengdu, Sichuan Province, China.
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Chen TB, Lee WJ, Chen JP, Chang SY, Lin CF, Chen HC. Imaging markers of cerebral amyloid angiopathy and hypertensive arteriopathy differentiate Alzheimer disease subtypes synergistically. Alzheimers Res Ther 2022; 14:141. [PMID: 36180874 PMCID: PMC9524061 DOI: 10.1186/s13195-022-01083-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Accepted: 09/16/2022] [Indexed: 11/16/2022]
Abstract
Background Both cerebral amyloid angiopathy (CAA) and hypertensive arteriopathy (HA) are related to cognitive impairment and dementia. This study aimed to clarify CAA- and HA-related small vessel disease (SVD) imaging marker associations with cognitive dysfunction and Alzheimer disease (AD) subtypes. Methods A sample of 137 subjects with clinically diagnosed late-onset AD identified from the dementia registry of a single center from January 2017 to October 2021 were enrolled. Semi-quantitative imaging changes (visual rating scale grading) suggestive of SVD were analyzed singularly and compositely, and their correlations with cognitive domains and AD subtypes were examined. Results Patients with typical and limbic-predominant AD subtypes had worse cognitive performance and higher dementia severity than minimal-atrophy subtype patients. Deep white matter hyperintensity (WMH) presence correlated inversely with short-term memory (STM) performance. The three composite SVD scores correlated with different cognitive domains and had distinct associations with AD subtypes. After adjusting for relevant demographic factors, multivariate logistic regression (using minimal-atrophy subtype as the reference condition) revealed the following: associations of the typical subtype with periventricular WMH [odds ratio (OR) 2.62; 95% confidence interval (CI), 1.23–5.57, p = 0.012], global SVD score (OR 1.67; 95%CI, 1.11–2.52, p = 0.009), and HA-SVD score (OR 1.93; 95%CI, 1.10–3.52, p = 0.034); associations of limbic-predominant subtype with HA-SVD score (OR 2.57; 95%CI, 1.23–5.37, p = 0.012) and most global and domain-specific cognitive scores; and an association of hippocampal-sparing subtype with HA-SVD score (OR 3.30; 95%CI, 1.58–6.85, p = 0.001). Conclusion Composite SVD imaging markers reflect overall CAA and/or HA severity and may have differential associations with cognitive domains and AD subtypes. Our finding supports the possibility that the clinical AD subtypes may reflect differing burdens of underlying CAA and HA microangiopathologies. Supplementary Information The online version contains supplementary material available at 10.1186/s13195-022-01083-8.
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Gu Y, Wang F, Gong L, Fang M, Liu X. A nomogram incorporating red blood cell indices to predict post-stroke cognitive impairment in the intracerebral hemorrhage population. Front Aging Neurosci 2022; 14:985386. [PMID: 36185478 PMCID: PMC9520004 DOI: 10.3389/fnagi.2022.985386] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2022] [Accepted: 08/26/2022] [Indexed: 11/13/2022] Open
Abstract
BackgroundPost-stroke cognitive impairment (PSCI) plagues 20–80% of stroke survivors worldwide. There is a lack of an easy and effective scoring tool to predict the risk of PSCI in intracerebral hemorrhage (ICH) patients. We aimed to develop a risk prediction model incorporating red blood cell (RBC) indices to identify ICH populations at risk of PSCI.MethodsPatients diagnosed with ICH at the stroke center were consecutively enrolled in the study as part of the development cohort from July 2017 to December 2018, and of the validation cohort from July 2019 to February 2020. Univariable and multivariable analyses were applied in the development cohort to screen the patients for PSCI risk factors. Then, a nomogram based on RBC indices and other risk factors was developed and validated to evaluate its performance in predicting PSCI occurrence.ResultsA total of 123 patients were enrolled in the development cohort, of which 69 (56.1%) were identified as PSCI, while 38 (63.3%) of 60 patients in the validation cohort were identified as PSCI. According to the multivariate analysis, seven independent risk factors, including three RBC indices (hemoglobin, mean corpuscular volume, RBC distribution width), as well as age, education level, hematoma volume, and dominant-hemisphere hemorrhage were incorporated into the model. The nomogram incorporating RBC indices displayed good discrimination and calibration. The area under the receiver operating characteristic curve was 0.940 for the development cohort and 0.914 for the validation cohort. Decision curve analysis and clinical impact curve showed that the nomogram was clinically useful.ConclusionRBC indices are independent and important predictors of PSCI. A nomogram incorporating RBC indices can be used as a reasonable and reliable graphic tool to help clinicians identify high cognition impairment-risk patients and adjust individualized therapy.
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Affiliation(s)
- Yongzhe Gu
- Department of Neurology, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Fang Wang
- Department of Neurology, The Second People’s Hospital of Yibin, West China Yibin Hospital, Sichuan University, Yibin, China
| | - Li Gong
- Department of Neurology, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Min Fang
- Department of Neurology, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China
| | - Xueyuan Liu
- Department of Neurology, Shanghai Tenth People’s Hospital, School of Medicine, Tongji University, Shanghai, China
- *Correspondence: Xueyuan Liu,
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Kim HY, Back DB, Choi BR, Choi DH, Kwon KJ. Rodent Models of Post-Stroke Dementia. Int J Mol Sci 2022; 23:ijms231810750. [PMID: 36142661 PMCID: PMC9501431 DOI: 10.3390/ijms231810750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Revised: 09/12/2022] [Accepted: 09/13/2022] [Indexed: 11/16/2022] Open
Abstract
Post-stroke cognitive impairment is one of the most common complications in stroke survivors. Concomitant vascular risk factors, including aging, diabetes mellitus, hypertension, dyslipidemia, or underlying pathologic conditions, such as chronic cerebral hypoperfusion, white matter hyperintensities, or Alzheimer’s disease pathology, can predispose patients to develop post-stroke dementia (PSD). Given the various clinical conditions associated with PSD, a single animal model for PSD is not possible. Animal models of PSD that consider these diverse clinical situations have not been well-studied. In this literature review, diverse rodent models that simulate the various clinical conditions of PSD have been evaluated. Heterogeneous rodent models of PSD are classified into the following categories: surgical technique, special structure, and comorbid condition. The characteristics of individual models and their clinical significance are discussed in detail. Diverse rodent models mimicking the specific pathomechanisms of PSD could provide effective animal platforms for future studies investigating the characteristics and pathophysiology of PSD.
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Affiliation(s)
- Hahn Young Kim
- Department of Neurology, Konkuk University Medical Center, Konkuk University School of Medicine, 120-1 Neungdong-ro, Gwangjin-gu, Seoul 05030, Korea
- Correspondence: ; Tel.: +82-2-2030-7563; Fax: +82-2-2030-5169
| | - Dong Bin Back
- Department of Neurology, Konkuk University Medical Center, Konkuk University School of Medicine, 120-1 Neungdong-ro, Gwangjin-gu, Seoul 05030, Korea
| | - Bo-Ryoung Choi
- Department of Neurology, Konkuk University Medical Center, Konkuk University School of Medicine, 120-1 Neungdong-ro, Gwangjin-gu, Seoul 05030, Korea
| | - Dong-Hee Choi
- Department of Medicine, Konkuk University School of Medicine, Seoul 05030, Korea
| | - Kyoung Ja Kwon
- Department of Medicine, Konkuk University School of Medicine, Seoul 05030, Korea
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Cliteur MP, Sondag L, Wolsink A, Rasing I, Meijer FJA, Jolink WMT, Wermer MJH, Klijn CJM, Schreuder FHBM. Cerebral small vessel disease and perihematomal edema formation in spontaneous intracerebral hemorrhage. Front Neurol 2022; 13:949133. [PMID: 35968312 PMCID: PMC9372363 DOI: 10.3389/fneur.2022.949133] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 07/07/2022] [Indexed: 12/02/2022] Open
Abstract
Objective Blood-brain barrier (BBB) dysfunction is implicated in the pathophysiology of cerebral small vessel disease (cSVD)-related intracerebral hemorrhage (ICH). The formation of perihematomal edema (PHE) is presumed to reflect acute BBB permeability following ICH. We aimed to assess the association between cSVD burden and PHE formation in patients with spontaneous ICH. Methods We selected patients with spontaneous ICH who underwent 3T MRI imaging within 21 days after symptom onset from a prospective observational multicenter cohort study. We rated markers of cSVD (white matter hyperintensities, enlarged perivascular spaces, lacunes and cerebral microbleeds) and calculated the composite score as a measure of the total cSVD burden. Perihematomal edema formation was measured using the edema extension distance (EED). We assessed the association between the cSVD burden and the EED using a multivariable linear regression model adjusting for age, (log-transformed) ICH volume, ICH location (lobar vs. non-lobar), and interval between symptom onset and MRI. Results We included 85 patients (mean age 63.5 years, 75.3% male). Median interval between symptom onset and MRI imaging was 6 days (IQR 1–19). Median ICH volume was 17.0 mL (IQR 1.4–88.6), and mean EED was 0.54 cm (SD 0.17). We found no association between the total cSVD burden and EED (B = −0.003, 95% CI −0.003–0.03, p = 0.83), nor for any of the individual radiological cSVD markers. Conclusion We found no association between the cSVD burden and PHE formation. This implies that mechanisms other than BBB dysfunction are involved in the pathophysiology of PHE.
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Affiliation(s)
- Maaike P. Cliteur
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Lotte Sondag
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Axel Wolsink
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Ingeborg Rasing
- Department of Neurology & Neurosurgery, Leiden University Medical Center, Leiden, Netherlands
| | - F. J. A. Meijer
- Department of Medical Imaging, Radboud University Medical Centre, Nijmegen, Netherlands
| | | | - Marieke J. H. Wermer
- Department of Neurology & Neurosurgery, Leiden University Medical Center, Leiden, Netherlands
| | - Catharina J. M. Klijn
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, Netherlands
| | - Floris H. B. M. Schreuder
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Centre, Nijmegen, Netherlands
- *Correspondence: Floris H. B. M. Schreuder
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Georgakis MK, Fang R, Düring M, Wollenweber FA, Bode FJ, Stösser S, Kindlein C, Hermann P, Liman TG, Nolte CH, Kerti L, Ikenberg B, Bernkopf K, Poppert H, Glanz W, Perosa V, Janowitz D, Wagner M, Neumann K, Speck O, Dobisch L, Düzel E, Gesierich B, Dewenter A, Spottke A, Waegemann K, Görtler M, Wunderlich S, Endres M, Zerr I, Petzold G, Dichgans M. Cerebral small vessel disease burden and cognitive and functional outcomes after stroke: A multicenter prospective cohort study. Alzheimers Dement 2022; 19:1152-1163. [PMID: 35876563 DOI: 10.1002/alz.12744] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 04/25/2022] [Accepted: 06/01/2022] [Indexed: 10/16/2022]
Abstract
INTRODUCTION It remains unknown whether the global small vessel disease (SVD) burden predicts post-stroke outcomes. METHODS In a prospective multicenter study of 666 ischemic and hemorrhagic stroke patients, we quantified magnetic resonance imaging (MRI)-based SVD markers (lacunes, white matter hyperintensities, microbleeds, perivascular spaces) and explored associations with 6- and 12-month cognitive (battery of 15 neuropsychological tests) and functional (modified Rankin scale) outcomes. RESULTS A global SVD score (range 0-4) was associated with cognitive impairment; worse performance in executive function, attention, language, and visuospatial ability; and worse functional outcome across a 12-month follow-up. Although the global SVD score did not improve prediction, individual SVD markers, assessed across their severity range, improved the calibration, discrimination, and reclassification of predictive models including demographic, clinical, and other imaging factors. DISCUSSION SVD presence and severity are associated with worse cognitive and functional outcomes 12 months after stroke. Assessing SVD severity may aid prognostication for stroke patients. HIGHLIGHTS In a multi-center cohort, we explored associations of small vessel disease (SVD) burden with stroke outcomes. SVD burden associates with post-stroke cognitive and functional outcomes. A currently used score of SVD burden does not improve the prediction of poor outcomes. Assessing the severity of SVD lesions adds predictive value beyond known predictors. To add predictive value in assessing SVD in stroke patients, SVD burden scores should integrate lesion severity.
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Affiliation(s)
- Marios K Georgakis
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Rong Fang
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Marco Düring
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany.,Medical Image Analysis Center (MIAC AG) and qbig, Department of Biomedical Engineering, University of Basel, Basel, Switzerland
| | - Frank A Wollenweber
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Felix J Bode
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Division of Vascular Neurology, Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Sebastian Stösser
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Division of Vascular Neurology, Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Christine Kindlein
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Division of Vascular Neurology, Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Peter Hermann
- Department of Neurology, University Medical Center Göttingen, Göttingen, Germany
| | - Thomas G Liman
- Department of Neurology with Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany.,German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany
| | - Christian H Nolte
- Department of Neurology with Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany.,German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.,Berlin Institute of Health (BIH), Berlin, Germany
| | - Lucia Kerti
- German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.,Center for Stroke Research Berlin (CSB), Charité - Universitätsmedizin Berlin, Berlin, Germany
| | - Benno Ikenberg
- Department of Neurology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Kathleen Bernkopf
- Department of Neurology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Holger Poppert
- Department of Neurology, Helios Klinikum München West, Munich, Germany
| | - Wenzel Glanz
- Department of Neurology, University Hospital, Otto-von-Guericke University Magdeburg, Magdeburg, Germany.,German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Valentina Perosa
- Department of Neurology, University Hospital, Otto-von-Guericke University Magdeburg, Magdeburg, Germany.,German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Daniel Janowitz
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Michael Wagner
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany
| | - Katja Neumann
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Oliver Speck
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany.,Department of Biomedical Magnetic Resonance, Institute for Physics, Otto-von-Guericke University Magdeburg, Magdeburg, Germany.,Leibniz Institute for Neurobiology, Magdeburg, Germany.,Center for Behavioral Brain Sciences, Magdeburg, Germany
| | - Laura Dobisch
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Emrah Düzel
- German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Benno Gesierich
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Anna Dewenter
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
| | - Annika Spottke
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Division of Vascular Neurology, Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Karin Waegemann
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany.,German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
| | - Michael Görtler
- Department of Neurology, University Hospital, Otto-von-Guericke University Magdeburg, Magdeburg, Germany.,German Center for Neurodegenerative Diseases (DZNE), Magdeburg, Germany
| | - Silke Wunderlich
- Department of Neurology, Klinikum rechts der Isar, School of Medicine, Technical University of Munich, Munich, Germany
| | - Matthias Endres
- Department of Neurology with Experimental Neurology, Charité - Universitätsmedizin Berlin, Berlin, Germany.,German Center for Neurodegenerative Diseases (DZNE), Berlin, Germany.,Center for Stroke Research Berlin (CSB), Charité - Universitätsmedizin Berlin, Berlin, Germany.,German Centre for Cardiovascular Research (DZHK), partner site Berlin, Berlin, Germany
| | - Inga Zerr
- Department of Neurology, University Medical Center Göttingen, Göttingen, Germany.,German Center for Neurodegenerative Diseases (DZNE), Göttingen, Germany
| | - Gabor Petzold
- German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.,Division of Vascular Neurology, Department of Neurology, University Hospital Bonn, Bonn, Germany
| | - Martin Dichgans
- Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany.,German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
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49
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Puy L, Leboullenger C, Auger F, Bordet R, Cordonnier C, Bérézowski V. Intracerebral Hemorrhage-Induced Cognitive Impairment in Rats Is Associated With Brain Atrophy, Hypometabolism, and Network Dysconnectivity. Front Neurosci 2022; 16:882996. [PMID: 35844211 PMCID: PMC9280302 DOI: 10.3389/fnins.2022.882996] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 06/10/2022] [Indexed: 11/17/2022] Open
Abstract
The mechanisms underlying intracerebral hemorrhage (ICH)-related cognitive impairment (CI) remain unclear. Long-term structural and functional changes were investigated in the brains of healthy male and female Wistar rats after experimental ICH. Following double injection of autologous blood, rats underwent short-term (onset, 3 and 7 days) and long-term (3 and 6 months) radiological assessment and behavioral tests exploring spontaneous locomotion, anxiety-like behavior and working memory, spatial recognition memory and visual recognition memory. Volumetric and metabolic changes in brain areas were examined by 7Tesla-MRI and [18F] FDG-PET, respectively. Brain connectomic disorders and maladaptive processes were seeked through brain metabolic connectivity analysis and atrophy-related network analysis. From an initial hematoma mean volume of 23.35 ± 9.50 mm3, we found early spontaneous locomotor recovery and significant spontaneous blood resorption (≈ 40% of the initial lesion) from days 0 to 7. After 3 and 6 months, ICH rats exhibited CI in several domains as compared to the sham group (working memory: 58.1 ± 1.2 vs. 70.7 ± 1.2%, p < 0.001; spatial recognition memory: 48.7 ± 1.9 vs. 64 ± 1.8%, p < 0.001 and visual recognition memory: 0.14 ± 0.05 vs. 0.33 ± 0.04, p = 0.013, in female only). Rats that experienced ICH had remote and concomitant cerebral atrophy and hypometabolism of ipsilateral striatum, thalamus, limbic system and cortical areas (temporal and parietal lobes). Interestingly, both structural and metabolic deterioration was found in the limbic system connected to the affected site, but remotely from the initial insult. On the other hand, increased activity and functional connectivity occurred in the contralateral hemisphere. These connectomics results showed that both maladaptative and compensation processes coexist in the rat brain following ICH, even at young age and in a disease-free setting. These radiological findings deepen our understanding of ICH-related CI and may serve as biomarkers in the view of future therapeutic intervention.
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Affiliation(s)
- Laurent Puy
- Univ. Lille, Inserm, CHU Lille, UMR-S1172 – LilNCog - Lille Neuroscience and Cognition, Lille, France
| | - Clémence Leboullenger
- Univ. Lille, CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, US 41 - UMS 2014 - PLBS, Lille, France
| | - Florent Auger
- Univ. Lille, CNRS, Inserm, CHU Lille, Institut Pasteur de Lille, US 41 - UMS 2014 - PLBS, Lille, France
| | - Régis Bordet
- Univ. Lille, Inserm, CHU Lille, UMR-S1172 – LilNCog - Lille Neuroscience and Cognition, Lille, France
| | - Charlotte Cordonnier
- Univ. Lille, Inserm, CHU Lille, UMR-S1172 – LilNCog - Lille Neuroscience and Cognition, Lille, France
- *Correspondence: Charlotte Cordonnier,
| | - Vincent Bérézowski
- Univ. Lille, Inserm, CHU Lille, UMR-S1172 – LilNCog - Lille Neuroscience and Cognition, Lille, France
- UArtois, Lens, France
- Vincent Bérézowski,
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50
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Zhou JF, Xiong Y, Kang X, Pan Z, Zhu Q, Goldbrunner R, Stavrinou L, Lin S, Hu W, Zheng F, Stavrinou P. Application of stem cells and exosomes in the treatment of intracerebral hemorrhage: an update. Stem Cell Res Ther 2022; 13:281. [PMID: 35765072 PMCID: PMC9241288 DOI: 10.1186/s13287-022-02965-2] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 06/19/2022] [Indexed: 12/14/2022] Open
Abstract
Non-traumatic intracerebral hemorrhage is a highly destructive intracranial disease with high mortality and morbidity rates. The main risk factors for cerebral hemorrhage include hypertension, amyloidosis, vasculitis, drug abuse, coagulation dysfunction, and genetic factors. Clinically, surviving patients with intracerebral hemorrhage exhibit different degrees of neurological deficits after discharge. In recent years, with the development of regenerative medicine, an increasing number of researchers have begun to pay attention to stem cell and exosome therapy as a new method for the treatment of intracerebral hemorrhage, owing to their intrinsic potential in neuroprotection and neurorestoration. Many animal studies have shown that stem cells can directly or indirectly participate in the treatment of intracerebral hemorrhage through regeneration, differentiation, or secretion. However, considering the uncertainty of its safety and efficacy, clinical studies are still lacking. This article reviews the treatment of intracerebral hemorrhage using stem cells and exosomes from both preclinical and clinical studies and summarizes the possible mechanisms of stem cell therapy. This review aims to provide a reference for future research and new strategies for clinical treatment.
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Affiliation(s)
- Jian-Feng Zhou
- Department of Neurosurgery, The Second Affiliated Hospital, Fujian Medical University, No. 34 North Zhongshan Road, Quanzhou, 362000, Fujian, China
| | - Yu Xiong
- Department of Neurosurgery, The Second Affiliated Hospital, Fujian Medical University, No. 34 North Zhongshan Road, Quanzhou, 362000, Fujian, China
| | - Xiaodong Kang
- Department of Neurosurgery, The Second Affiliated Hospital, Fujian Medical University, No. 34 North Zhongshan Road, Quanzhou, 362000, Fujian, China
| | - Zhigang Pan
- Department of Neurosurgery, The Second Affiliated Hospital, Fujian Medical University, No. 34 North Zhongshan Road, Quanzhou, 362000, Fujian, China
| | - Qiangbin Zhu
- Department of Neurosurgery, Hui'an County Hospital of Fujian Province, Quanzhou, Fujian, China
| | - Roland Goldbrunner
- Department of Neurosurgery, Faculty of Medicine and University Hospital, Center for Neurosurgery, University of Cologne, Cologne, Germany
| | - Lampis Stavrinou
- 2nd Department of Neurosurgery, Athens Medical School, "Attikon" University Hospital, National and Kapodistrian University, Athens, Greece
| | - Shu Lin
- Centre of Neurological and Metabolic Research, The Second Affiliated Hospital of Fujian Medical University, No. 34 North Zhongshan Road, Quanzhou, 362000, Fujian, China. .,Diabetes and Metabolism Division, Garvan Institute of Medical Research, 384 Victoria Street, Darlinghurst, Sydney, NSW, 2010, Australia.
| | - Weipeng Hu
- Department of Neurosurgery, The Second Affiliated Hospital, Fujian Medical University, No. 34 North Zhongshan Road, Quanzhou, 362000, Fujian, China.
| | - Feng Zheng
- Department of Neurosurgery, The Second Affiliated Hospital, Fujian Medical University, No. 34 North Zhongshan Road, Quanzhou, 362000, Fujian, China.
| | - Pantelis Stavrinou
- Department of Neurosurgery, Faculty of Medicine and University Hospital, Center for Neurosurgery, University of Cologne, Cologne, Germany.,Neurosurgery, Metropolitan Hospital, Athens, Greece
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