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Cong L, He Y, Wu Y, Li Z, Ding S, Liang W, Xiao X, Zhang H, Wang L. Discovery and validation of molecular patterns and immune characteristics in the peripheral blood of ischemic stroke patients. PeerJ 2024; 12:e17208. [PMID: 38650649 PMCID: PMC11034498 DOI: 10.7717/peerj.17208] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Accepted: 03/18/2024] [Indexed: 04/25/2024] Open
Abstract
Background Stroke is a disease with high morbidity, disability, and mortality. Immune factors play a crucial role in the occurrence of ischemic stroke (IS), but their exact mechanism is not clear. This study aims to identify possible immunological mechanisms by recognizing immune-related biomarkers and evaluating the infiltration pattern of immune cells. Methods We downloaded datasets of IS patients from GEO, applied R language to discover differentially expressed genes, and elucidated their biological functions using GO, KEGG analysis, and GSEA analysis. The hub genes were then obtained using two machine learning algorithms (least absolute shrinkage and selection operator (LASSO) and support vector machine-recursive feature elimination (SVM-RFE)) and the immune cell infiltration pattern was revealed by CIBERSORT. Gene-drug target networks and mRNA-miRNA-lncRNA regulatory networks were constructed using Cytoscape. Finally, we used RT-qPCR to validate the hub genes and applied logistic regression methods to build diagnostic models validated with ROC curves. Results We screened 188 differentially expressed genes whose functional analysis was enriched to multiple immune-related pathways. Six hub genes (ANTXR2, BAZ2B, C5AR1, PDK4, PPIH, and STK3) were identified using LASSO and SVM-RFE. ANTXR2, BAZ2B, C5AR1, PDK4, and STK3 were positively correlated with neutrophils and gamma delta T cells, and negatively correlated with T follicular helper cells and CD8, while PPIH showed the exact opposite trend. Immune infiltration indicated increased activity of monocytes, macrophages M0, neutrophils, and mast cells, and decreased infiltration of T follicular helper cells and CD8 in the IS group. The ceRNA network consisted of 306 miRNA-mRNA interacting pairs and 285 miRNA-lncRNA interacting pairs. RT-qPCR results indicated that the expression levels of BAZ2B, C5AR1, PDK4, and STK3 were significantly increased in patients with IS. Finally, we developed a diagnostic model based on these four genes. The AUC value of the model was verified to be 0.999 in the training set and 0.940 in the validation set. Conclusion Our research explored the immune-related gene expression modules and provided a specific basis for further study of immunomodulatory therapy of IS.
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Affiliation(s)
- Lin Cong
- Department of Neurology, The Second Affiliated Hospital of Harbin Medical University, Harbin Medical University, Harbin, China
| | - Yijie He
- Department of Neurology, The Second Affiliated Hospital of Harbin Medical University, Harbin Medical University, Harbin, China
| | - Yun Wu
- Department of Neurology, The Second Affiliated Hospital of Harbin Medical University, Harbin Medical University, Harbin, China
| | - Ze Li
- Department of Neurology, The Second Affiliated Hospital of Harbin Medical University, Harbin Medical University, Harbin, China
| | - Siwen Ding
- Department of Neurology, The Second Affiliated Hospital of Harbin Medical University, Harbin Medical University, Harbin, China
| | - Weiwei Liang
- Department of Neurology, The Second Affiliated Hospital of Harbin Medical University, Harbin Medical University, Harbin, China
| | - Xingjun Xiao
- Department of Neurology, The Second Affiliated Hospital of Harbin Medical University, Harbin Medical University, Harbin, China
| | - Huixue Zhang
- Department of Neurology, The Second Affiliated Hospital of Harbin Medical University, Harbin Medical University, Harbin, China
| | - Lihua Wang
- Department of Neurology, The Second Affiliated Hospital of Harbin Medical University, Harbin Medical University, Harbin, China
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Liu J, Si Z, Liu J, Zhang X, Xie C, Zhao W, Wang A, Xia Z. Machine learning identifies novel coagulation genes as diagnostic and immunological biomarkers in ischemic stroke. Aging (Albany NY) 2024; 16:6314-6333. [PMID: 38575196 PMCID: PMC11042924 DOI: 10.18632/aging.205706] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/10/2023] [Accepted: 03/05/2024] [Indexed: 04/06/2024]
Abstract
BACKGROUND Coagulation system is currently known associated with the development of ischemic stroke (IS). Thus, the current study is designed to identify diagnostic value of coagulation genes (CGs) in IS and to explore their role in the immune microenvironment of IS. METHODS Aberrant expressed CGs in IS were input into unsupervised consensus clustering to classify IS subtypes. Meanwhile, key CGs involved in IS were further selected by weighted gene co-expression network analysis (WGCNA) and machine learning methods, including random forest (RF), support vector machine (SVM), generalized linear model (GLM) and extreme-gradient boosting (XGB). The diagnostic performance of key CGs were evaluated by receiver operating characteristic (ROC) curves. At last, quantitative PCR (qPCR) was performed to validate the expressions of key CGs in IS. RESULTS IS patients were classified into two subtypes with different immune microenvironments by aberrant expressed CGs. Further WGCNA, machine learning methods and ROC curves identified ACTN1, F5, TLN1, JMJD1C and WAS as potential diagnostic biomarkers of IS. In addition, their expressions were significantly correlated with macrophages, neutrophils and/or T cells. GSEA also revealed that those biomarkers may regulate IS via immune and inflammation. Moreover, qPCR verified the expressions of ACTN1, F5 and JMJD1C in IS. CONCLUSIONS The current study identified ACTN1, F5 and JMJD1C as novel coagulation-related biomarkers associated with IS immune microenvironment, which enriches our knowledge of coagulation-mediated pathogenesis of IS and sheds light on next-step in vivo and in vitro experiments to elucidate the relevant molecular mechanisms.
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Affiliation(s)
- Jinzhi Liu
- Department of Gerontology, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, Shandong Province, China
- Department of Neurology, Liaocheng People’s Hospital and Liaocheng Clinical School of Shandong First Medical University, Liaocheng, Shandong Province, China
- Department of Gerontology, Shandong Provincial Qianfoshan Hospital, Cheeloo College of Medicine, Shandong University, Jinan, Shandong Province, China
- Department of Geriatric Neurology, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, Shandong Province, China
| | - Zhihua Si
- Department of Neurology, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Shandong Institute of Neuroimmunology, Shandong Key Laboratory of Rheumatic Disease and Translational Medicine, Jinan, Shandong Province, China
| | - Ju Liu
- Laboratory of Microvascular Medicine, Medical Research Center, Shandong Provincial Qianfoshan Hospital, Cheeloo College of Medicine, Jinan, Shandong Province, China
| | - Xu Zhang
- Department of Gerontology, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, Shandong Province, China
| | - Cong Xie
- Department of Gerontology, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, Shandong Province, China
| | - Wei Zhao
- Department of Gerontology, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Jinan, Shandong Province, China
| | - Aihua Wang
- Department of Neurology, The First Affiliated Hospital of Shandong First Medical University and Shandong Provincial Qianfoshan Hospital, Shandong Institute of Neuroimmunology, Shandong Key Laboratory of Rheumatic Disease and Translational Medicine, Jinan, Shandong Province, China
| | - Zhangyong Xia
- Department of Neurology, Liaocheng People’s Hospital and Liaocheng Clinical School of Shandong First Medical University, Liaocheng, Shandong Province, China
- Department of Neurology, Liaocheng People’s Hospital, Cheeloo College of Medicine, Liaocheng, Shandong Province, China
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Liu R, Song P, Gu X, Liang W, Sun W, Hua Q, Zhang Y, Qiu Z. Comprehensive Landscape of Immune Infiltration and Aberrant Pathway Activation in Ischemic Stroke. Front Immunol 2022; 12:766724. [PMID: 35140708 PMCID: PMC8818702 DOI: 10.3389/fimmu.2021.766724] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2021] [Accepted: 12/16/2021] [Indexed: 11/24/2022] Open
Abstract
Ischemic stroke (IS) is a multifactorial disease caused by the interaction of multiple environmental and genetic risk factors, and it is the most common cause of disability. The immune microenvironment and inflammatory response participate in the whole process of IS occurrence and development. Therefore, the rational use of relevant markers or characteristic pathways in the immune microenvironment will become one of the important therapeutic strategies for the treatment of IS. We collected peripheral blood samples from 10 patients diagnosed with IS at the First Affiliated Hospital of Gannan Medical University and First Affiliated Hospital, Jinan" University, and from 10 normal people. The GSE16561 dataset was downloaded from the Gene Expression Omnibus (GEO) database. xCell, gene set enrichment analysis (GSEA), single-sample GSEA (ssGSEA) and immune-related gene analysis were used to evaluate the differences in the immune microenvironment and characteristic pathways between the IS and control groups of the two datasets. xCell analysis showed that the IS-24h group had significantly reduced central memory CD8+ T cell, effector memory CD8+ T cell, B cell and Th1 cell scores and significantly increased M1 macrophage and macrophage scores. GSEA showed that the IS-24h group had significantly increased inflammation-related pathway activity(myeloid leukocyte activation, positive regulation of tumor necrosis factor biosynthetic process, myeloid leukocyte migration and leukocyte chemotaxis), platelet-related pathway activity(platelet activation, signaling and aggregation; protein polymerization; platelet degranulation; cell-cell contact zone) and pathology-related pathway activity (ERBB signaling pathway, positive regulation of ERK1 and ERK2 cascade, vascular endothelial growth factor receptor signaling pathway, and regulation of MAP kinase activity). Immune-related signature analysis showed that the macrophage signature, antigen presentation-related signature, cytotoxicity-related signature, B cell-related signature and inflammation-related signature were significantly lower in the IS-24h group than in the control group. In this study, we found that there were significant differences in the immune microenvironment between the peripheral blood of IS patients and control patients, as shown by the IS group having significantly reduced CD8+ Tcm, CD8+ Tem, B cell and Th1 cell scores and significantly increased macrophage and M1 macrophage scores. Additionally, inflammation-related, pathological, and platelet-related pathway activities were significantly higher in the IS group than in the control group.
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Affiliation(s)
- Rongrong Liu
- Department of Neurology and Stroke Center, The First Affiliated Hospital, Jinan University, Guangzhou, China
- Department of Oncology, The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
- Department of Neurology, Ganzhou People’s Hospital, Ganzhou, China
- Department of Neurology, The Second Affiliated Hospital of Nanchang University, Nanchang, China
- Clinical Neuroscience Institute, Jinan University, Guangzhou, China
| | - Pingping Song
- Department of Neurology and Stroke Center, The First Affiliated Hospital, Jinan University, Guangzhou, China
- Clinical Neuroscience Institute, Jinan University, Guangzhou, China
| | - Xunhu Gu
- Department of Neurology, The Second Affiliated Hospital of Nanchang University, Nanchang, China
| | - Weidong Liang
- Department of Oncology, The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
- Department of Anesthesiology, The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
| | - Wei Sun
- Department of Neurology and Stroke Center, The First Affiliated Hospital, Jinan University, Guangzhou, China
- Clinical Neuroscience Institute, Jinan University, Guangzhou, China
| | - Qian Hua
- Department of Oncology, The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
| | - Yusheng Zhang
- Department of Neurology and Stroke Center, The First Affiliated Hospital, Jinan University, Guangzhou, China
- Clinical Neuroscience Institute, Jinan University, Guangzhou, China
- *Correspondence: Yusheng Zhang, ; Zhengang Qiu,
| | - Zhengang Qiu
- Department of Oncology, The First Affiliated Hospital of Gannan Medical University, Ganzhou, China
- *Correspondence: Yusheng Zhang, ; Zhengang Qiu,
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Yu Q, Li G, Li J, Sun L, Yang Y, Tao L. Irisin Protects Cerebral Neurons from Hypoxia/Reoxygenation via Suppression of Apoptosis and Expression of Pro-Inflammatory Cytokines. Neuroimmunomodulation 2022; 29:425-432. [PMID: 35705003 DOI: 10.1159/000524273] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Accepted: 03/14/2022] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Ischemic stroke is a major health issue that causes high incidents of morbidity and mortality worldwide. Irisin is an excise-induced protein that has exhibited pleiotropic properties. Accumulating evidence reveals its critical roles in the regulation of various cellular functions, including nervous system functions. This study aims to disclose the effect of irisin on rat cerebral neurons suffering from hypoxia/reoxygenation (H/R) treatment and to explore the potential underlying molecular mechanisms. METHODS The percentage of rat cerebral neuron cell death was determined by flow cytometry analysis and MTT assay. The expression levels of target genes were measured by western blotting and real-time quantitative reverse transcription PCR assay. RESULTS Our results demonstrated that irisin treatment substantially reduced H/R-induced apoptosis of rat cerebral neurons. Further investigation revealed that irisin treatment markedly decreased mitogen-activated protein kinase (MAPK) signaling pathway activation and suppressed pro-informatory cytokine expression in cerebral neurons with H/R challenge. Finally, we showed that the neuroprotective effect and anti-inflammatory effect of irisin were comparable with three MAPK signaling inhibitors. CONCLUSION Irisin exerts profound neuroprotective and anti-inflammatory effects on H/R-stimulated cerebral neurons by inhibiting the MAPK signaling activation. Therefore, irisin may serve as a potential drug for the treatment of patients with ischemic stroke.
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Affiliation(s)
- Qian Yu
- Department of Anesthesiology, The Second Affiliated Hospital of Air Force Medical University, Xi'an, China
| | - Guangyao Li
- Department of Anesthesiology, The Second Affiliated Hospital of Air Force Medical University, Xi'an, China
| | - Jiangjing Li
- Department of Anesthesiology, The Second Affiliated Hospital of Air Force Medical University, Xi'an, China
| | - Li Sun
- Department of Anesthesiology, The Second Affiliated Hospital of Air Force Medical University, Xi'an, China
| | - Yonghui Yang
- Department of Anesthesiology, The Second Affiliated Hospital of Air Force Medical University, Xi'an, China
| | - Lei Tao
- Department of Anesthesiology, The Second Affiliated Hospital of Air Force Medical University, Xi'an, China
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Stuckey SM, Ong LK, Collins-Praino LE, Turner RJ. Neuroinflammation as a Key Driver of Secondary Neurodegeneration Following Stroke? Int J Mol Sci 2021; 22:ijms222313101. [PMID: 34884906 PMCID: PMC8658328 DOI: 10.3390/ijms222313101] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 11/25/2021] [Accepted: 12/01/2021] [Indexed: 01/13/2023] Open
Abstract
Ischaemic stroke involves the rapid onset of focal neurological dysfunction, most commonly due to an arterial blockage in a specific region of the brain. Stroke is a leading cause of death and common cause of disability, with over 17 million people worldwide suffering from a stroke each year. It is now well-documented that neuroinflammation and immune mediators play a key role in acute and long-term neuronal tissue damage and healing, not only in the infarct core but also in distal regions. Importantly, in these distal regions, termed sites of secondary neurodegeneration (SND), spikes in neuroinflammation may be seen sometime after the initial stroke onset, but prior to the presence of the neuronal tissue damage within these regions. However, it is key to acknowledge that, despite the mounting information describing neuroinflammation following ischaemic stroke, the exact mechanisms whereby inflammatory cells and their mediators drive stroke-induced neuroinflammation are still not fully understood. As a result, current anti-inflammatory treatments have failed to show efficacy in clinical trials. In this review we discuss the complexities of post-stroke neuroinflammation, specifically how it affects neuronal tissue and post-stroke outcome acutely, chronically, and in sites of SND. We then discuss current and previously assessed anti-inflammatory therapies, with a particular focus on how failed anti-inflammatories may be repurposed to target SND-associated neuroinflammation.
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Affiliation(s)
- Shannon M. Stuckey
- Discipline of Anatomy and Pathology, School of Biomedicine, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide 5005, Australia; (S.M.S.); (L.E.C.-P.)
| | - Lin Kooi Ong
- School of Pharmacy, Monash University Malaysia, Subang Jaya 47500, Malaysia;
- School of Biomedical Sciences and Pharmacy and the Priority Research Centre for Stroke and Brain Injury, The University of Newcastle, Callaghan 2308, Australia
| | - Lyndsey E. Collins-Praino
- Discipline of Anatomy and Pathology, School of Biomedicine, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide 5005, Australia; (S.M.S.); (L.E.C.-P.)
| | - Renée J. Turner
- Discipline of Anatomy and Pathology, School of Biomedicine, Faculty of Health and Medical Sciences, The University of Adelaide, Adelaide 5005, Australia; (S.M.S.); (L.E.C.-P.)
- Correspondence: ; Tel.: +61-8-8313-3114
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McCullough LD, Moro MA. Translational Interdisciplinary Science-Immune Cell Niches: Possible Targets for Stroke Therapy? Stroke 2021; 52:3692-3695. [PMID: 34619983 DOI: 10.1161/strokeaha.121.033969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- Louise D McCullough
- Department of Neurology, McGovern Medical School, The University of Texas Health Science Center, Memorial Hermann Hospital, Houston (L.D.M.)
| | - María A Moro
- Centro Nacional de Investigaciones Cardiovasculares (CNIC), Madrid, Spain (M.A.M.)
- Unidad de Investigación Neurovascular, Departamento de Farmacología y Toxicología, Universidad Complutense de Madrid (UCM), Madrid, Spain (M.A.M.)
- Instituto Universitario de Investigación en Neuroquímica (IUIN), UCM, Madrid, Spain (M.A.M.)
- Instituto de Investigación Hospital 12 de Octubre (i+12), Madrid, Spain (M.A.M.)
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Strinitz M, Pham M, März AG, Feick J, Weidner F, Vogt ML, Essig F, Neugebauer H, Stoll G, Schuhmann MK, Kollikowski AM. Immune Cells Invade the Collateral Circulation during Human Stroke: Prospective Replication and Extension. Int J Mol Sci 2021; 22:9161. [PMID: 34502070 PMCID: PMC8430889 DOI: 10.3390/ijms22179161] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 08/17/2021] [Accepted: 08/24/2021] [Indexed: 01/09/2023] Open
Abstract
It remains unclear if principal components of the local cerebral stroke immune response can be reliably and reproducibly observed in patients with acute large-vessel-occlusion (LVO) stroke. We prospectively studied a large independent cohort of n = 318 consecutive LVO stroke patients undergoing mechanical thrombectomy during which cerebral blood samples from within the occluded anterior circulation and systemic control samples from the ipsilateral cervical internal carotid artery were obtained. An extensive protocol was applied to homogenize the patient cohort and to standardize the procedural steps of endovascular sample collection, sample processing, and laboratory analyses. N = 58 patients met all inclusion criteria. (1) Mean total leukocyte counts were significantly higher within the occluded ischemic cerebral vasculature (I) vs. intraindividual systemic controls (S): +9.6%, I: 8114/µL ± 529 vs. S: 7406/µL ± 468, p = 0.0125. (2) This increase was driven by neutrophils: +12.1%, I: 7197/µL ± 510 vs. S: 6420/µL ± 438, p = 0.0022. Leukocyte influx was associated with (3) reduced retrograde collateral flow (R2 = 0.09696, p = 0.0373) and (4) greater infarct extent (R2 = 0.08382, p = 0.032). Despite LVO, leukocytes invade the occluded territory via retrograde collateral pathways early during ischemia, likely compromising cerebral hemodynamics and tissue integrity. This inflammatory response can be reliably observed in human stroke by harvesting immune cells from the occluded cerebral vascular compartment.
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Affiliation(s)
- Marc Strinitz
- Department of Neuroradiology, University Hospital of Würzburg, 97080 Würzburg, Germany; (M.S.); (M.P.); (A.G.M.); (J.F.); (F.W.); (M.L.V.)
| | - Mirko Pham
- Department of Neuroradiology, University Hospital of Würzburg, 97080 Würzburg, Germany; (M.S.); (M.P.); (A.G.M.); (J.F.); (F.W.); (M.L.V.)
| | - Alexander G. März
- Department of Neuroradiology, University Hospital of Würzburg, 97080 Würzburg, Germany; (M.S.); (M.P.); (A.G.M.); (J.F.); (F.W.); (M.L.V.)
| | - Jörn Feick
- Department of Neuroradiology, University Hospital of Würzburg, 97080 Würzburg, Germany; (M.S.); (M.P.); (A.G.M.); (J.F.); (F.W.); (M.L.V.)
| | - Franziska Weidner
- Department of Neuroradiology, University Hospital of Würzburg, 97080 Würzburg, Germany; (M.S.); (M.P.); (A.G.M.); (J.F.); (F.W.); (M.L.V.)
| | - Marius L. Vogt
- Department of Neuroradiology, University Hospital of Würzburg, 97080 Würzburg, Germany; (M.S.); (M.P.); (A.G.M.); (J.F.); (F.W.); (M.L.V.)
| | - Fabian Essig
- Department of Neurology, University Hospital of Würzburg, 97080 Würzburg, Germany; (F.E.); (H.N.); (G.S.); (M.K.S.)
| | - Hermann Neugebauer
- Department of Neurology, University Hospital of Würzburg, 97080 Würzburg, Germany; (F.E.); (H.N.); (G.S.); (M.K.S.)
| | - Guido Stoll
- Department of Neurology, University Hospital of Würzburg, 97080 Würzburg, Germany; (F.E.); (H.N.); (G.S.); (M.K.S.)
| | - Michael K. Schuhmann
- Department of Neurology, University Hospital of Würzburg, 97080 Würzburg, Germany; (F.E.); (H.N.); (G.S.); (M.K.S.)
| | - Alexander M. Kollikowski
- Department of Neuroradiology, University Hospital of Würzburg, 97080 Würzburg, Germany; (M.S.); (M.P.); (A.G.M.); (J.F.); (F.W.); (M.L.V.)
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Sun Y, Tan J, Miao Y, Zhang Q. The role of PD-L1 in the immune dysfunction that mediates hypoxia-induced multiple organ injury. Cell Commun Signal 2021; 19:76. [PMID: 34256773 PMCID: PMC8276205 DOI: 10.1186/s12964-021-00742-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 04/19/2021] [Indexed: 12/15/2022] Open
Abstract
Hypoxia is a pathological condition common to many diseases, although multiple organ injuries induced by hypoxia are often overlooked. There is increasing evidence to suggest that the hypoxic environment may activate innate immune cells and suppress adaptive immunity, further stimulating inflammation and inhibiting immunosurveillance. We found that dysfunctional immune regulation may aggravate hypoxia-induced tissue damage and contribute to secondary injury. Among the diverse mechanisms of hypoxia-induced immune dysfunction identified to date, the role of programmed death-ligand 1 (PD-L1) has recently attracted much attention. Besides leading to tumour immune evasion, PD-L1 has also been found to participate in the progression of the immune dysfunction which mediates hypoxia-induced multiple organ injury. In this review, we aimed to summarise the role of immune dysfunction in hypoxia-induced multiple organ injury, the effects of hypoxia on the cellular expression of PD-L1, and the effects of upregulated PD-L1 expression on immune regulation. Furthermore, we summarise the latest information pertaining to the involvement, diagnostic value, and therapeutic potential of immunosuppression induced by PD-L1 in various types of hypoxia-related diseases, including cancers, ischemic stroke, acute kidney injury, and obstructive sleep apnoea. Video Abstract.
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Affiliation(s)
- Yang Sun
- Department of Geriatrics, Tianjin Medical University General Hospital, Tianjin Geriatrics Institute, Anshan Road NO.154, Tianjin, 300052 China
| | - Jin Tan
- Department of Geriatrics, Tianjin Medical University General Hospital, Tianjin Geriatrics Institute, Anshan Road NO.154, Tianjin, 300052 China
| | | | - Qiang Zhang
- Department of Geriatrics, Tianjin Medical University General Hospital, Tianjin Geriatrics Institute, Anshan Road NO.154, Tianjin, 300052 China
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Li LH, Chen CT, Chang YC, Chen YJ, Lee IH, How CK. Prognostic role of neutrophil-to-lymphocyte ratio, platelet-to-lymphocyte ratio, and systemic immune inflammation index in acute ischemic stroke: A STROBE-compliant retrospective study. Medicine (Baltimore) 2021; 100:e26354. [PMID: 34160404 PMCID: PMC8238279 DOI: 10.1097/md.0000000000026354] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Accepted: 05/28/2021] [Indexed: 01/04/2023] Open
Abstract
The acute ischemic stroke (AIS) is a devastating disease and remains the leading cause of death and disability. This study aims to evaluate the role of hematological inflammatory markers (neutrophil-to-lymphocyte ratio [NLR], platelet-to-lymphocyte ratio [PLR], and systemic immune inflammation index [SII]) in predicting the neurological recovery in acute cerebrovascular events over 1-year follow-up.Adult patients diagnosed with AIS within 3 hours from January 2016 to December 2018 were recruited retrospectively. The modified Rankin Scale (mRS) was recorded upon admission to the emergency department (ED) and 1, 3, 6, and 12 months after a stroke. The primary outcome measure was the neurological recovery. The neurological recovery was defined as an improvement in mRS score ≥ 1 compared with that at the ED admission baseline.A total of 277 consecutive adult patients with AIS within 3 hours were enrolled. The initial average of the National Institute of Health Stroke Scale was 9.2 ± 7.8, and 90.3% of patients had an mRS ≥ 2 at ED admission baseline. The overall neurological recovery rates of 48.7%, 53.7%, 59.2%, and 55.9% were observed at 1, 3, 6, and 12 months follow-up, respectively. The multivariate analysis revealed that the baseline NLR value was a significant predictor of neurological recovery at 3 months after a stroke (adjusted odds ratio = 0.89, 95% confidence interval = 0.80-0.99, P = .035).A low NLR at ED admission could be useful marker for predicting neurological recovery at 3 months after stroke.
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Affiliation(s)
- Li-Hua Li
- Department of Pathology and Laboratory Medicine, Taipei Veterans General Hospital
- Program of Medical Biotechnology, Taipei Medical University
| | - Chung-Ting Chen
- Emergency Department, Taipei Veterans General Hospital
- School of Medicine, National Yang Ming Chiao Tung University
| | | | - Ying-Ju Chen
- Emergency Department, Taipei Veterans General Hospital
- Institute of Environmental and Occupational Health Science, National Yang Ming Chiao Tung University
| | - I-Hui Lee
- School of Medicine, National Yang Ming Chiao Tung University
- Department of Neurology Neurological Institute, Taipei Veterans General Hospital, Taipei
| | - Chorng-Kuang How
- Emergency Department, Taipei Veterans General Hospital
- School of Medicine, National Yang Ming Chiao Tung University
- Kinmen Hospital, Ministry of Health and Welfare, Kinmen, Taiwan
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Carmona-Mora P, Ander BP, Jickling GC, Dykstra-Aiello C, Zhan X, Ferino E, Hamade F, Amini H, Hull H, Sharp FR, Stamova B. Distinct peripheral blood monocyte and neutrophil transcriptional programs following intracerebral hemorrhage and different etiologies of ischemic stroke. J Cereb Blood Flow Metab 2021; 41:1398-1416. [PMID: 32960689 PMCID: PMC8142129 DOI: 10.1177/0271678x20953912] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/10/2020] [Revised: 07/07/2020] [Accepted: 07/29/2020] [Indexed: 12/25/2022]
Abstract
Understanding cell-specific transcriptome responses following intracerebral hemorrhage (ICH) and ischemic stroke (IS) will improve knowledge of the immune response to brain injury. Transcriptomic profiles of 141 samples from 48 subjects with ICH, different IS etiologies, and vascular risk factor controls were characterized using RNA-seq in isolated neutrophils, monocytes and whole blood. In both IS and ICH, monocyte genes were down-regulated, whereas neutrophil gene expression changes were generally up-regulated. The monocyte down-regulated response to ICH included innate, adaptive immune, dendritic, NK cell and atherosclerosis signaling. Neutrophil responses to ICH included tRNA charging, mitochondrial dysfunction, and ER stress pathways. Common monocyte and neutrophil responses to ICH included interferon signaling, neuroinflammation, death receptor signaling, and NFAT pathways. Suppressed monocyte responses to IS included interferon and dendritic cell maturation signaling, phagosome formation, and IL-15 signaling. Activated neutrophil responses to IS included oxidative phosphorylation, mTOR, BMP, growth factor signaling, and calpain proteases-mediated blood-brain barrier (BBB) dysfunction. Common monocyte and neutrophil responses to IS included JAK1, JAK3, STAT3, and thrombopoietin signaling. Cell-type and cause-specific approaches will assist the search for future IS and ICH biomarkers and treatments.
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Affiliation(s)
- Paulina Carmona-Mora
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Bradley P Ander
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Glen C Jickling
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
- Department of Medicine, University of Alberta, Edmonton, Canada
| | - Cheryl Dykstra-Aiello
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Xinhua Zhan
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Eva Ferino
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Farah Hamade
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Hajar Amini
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Heather Hull
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Frank R Sharp
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
| | - Boryana Stamova
- Department of Neurology, School of Medicine, University of California, Davis, Sacramento, CA, USA
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11
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Ashafaq M, Intakhab Alam M, Khan A, Islam F, Khuwaja G, Hussain S, Ali R, Alshahrani S, Antar Makeen H, Alhazmi HA, Al Bratty M, Islam F. Nanoparticles of resveratrol attenuates oxidative stress and inflammation after ischemic stroke in rats. Int Immunopharmacol 2021; 94:107494. [PMID: 33676175 DOI: 10.1016/j.intimp.2021.107494] [Citation(s) in RCA: 30] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/05/2020] [Revised: 02/05/2021] [Accepted: 02/08/2021] [Indexed: 01/29/2023]
Abstract
Resveratrol is a nutraceutical compound that has exciting pharmacological potential in different diseases, including stroke. Due to its low bioavailability, the efficacy of resveratrol is minimal. Hence, the present study is aimed to synthesize and characterize nanoparticles of resveratrol (NR) followed by evaluating the neuroprotective role and elucidate the mechanism of NR in a rat model of middle cerebral artery occlusion (MCAO). Male Wistar rats (280-300 g) were pretreated with various doses (125 µg, 250 µg, and NR 500 µg; once daily, i.p.) of NR or vehicle (nanostructured lipid carriers) for 10 days. MCAO was performed for 2 h followed by reperfusion of 22 h. After 24 h of MCAO, animals were tested for the neurological outcome and were sacrificed for the analysis of infarct volume, oxidative, inflammatory, and apoptotic markers. NR-treated rats showed a substantial reduction in infarction compared to saline controls in parallel with improved motor and cognitive function. Further, NR pretreatment ameliorated oxidative stress markers and attenuated activities of antioxidant enzymes and Na+ K+ ATPase. The enhanced activities of caspases -3 and -9 and cytokines: interleukin-1β, and -6, and tumor necrosis factor-ɑ) in the MCAO group were significantly protected with the treatment of 500 µg of NR. Taken together, these data indicate that inhibition by NR has therapeutic potential in the ischemic stroke model. Further investigations into the therapeutic efficacy and post-treatment protocols are needed to confirm whether NR treatment could be a promising candidate for a stroke.
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Affiliation(s)
- Mohammad Ashafaq
- Department of Pharmacology and Toxicology, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
| | - M Intakhab Alam
- Department of Pharmaceutics, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
| | - Andleeb Khan
- Department of Pharmacology and Toxicology, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
| | - Farah Islam
- Department of Pharmaceutics, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
| | - Gulrana Khuwaja
- Department of Pharmaceutical Chemistry, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
| | - Sohail Hussain
- Department of Pharmacology and Toxicology, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
| | - Raisuddin Ali
- Central Lab, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia
| | - Saeed Alshahrani
- Department of Pharmacology and Toxicology, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
| | - Hafiz Antar Makeen
- Department of Clinical Pharmacy, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
| | - Hassan A Alhazmi
- Department of Pharmaceutics, College of Pharmacy, Jazan University, Jazan, Saudi Arabia; Substance Research Abuse Center, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
| | - Mohammed Al Bratty
- Department of Pharmaceutical Chemistry, College of Pharmacy, Jazan University, Jazan, Saudi Arabia
| | - Fakhrul Islam
- Department of Pharmacology and Toxicology, College of Pharmacy, Jazan University, Jazan, Saudi Arabia.
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12
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Hansen RB, Laursen CCH, Nawaz N, Madsen JS, Nielsen HH, Kruuse C, Møller A, Degn M, Lambertsen KL. Leukocyte TNFR1 and TNFR2 Expression Contributes to the Peripheral Immune Response in Cases with Ischemic Stroke. Cells 2021; 10:cells10040861. [PMID: 33918875 PMCID: PMC8069317 DOI: 10.3390/cells10040861] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 03/24/2021] [Accepted: 04/01/2021] [Indexed: 11/23/2022] Open
Abstract
Tumor necrosis factor receptor 1 and 2 (TNFR1 and TNFR2) have been found in brain parenchyma of stroke patients, and plasma levels are increased in the acute phase of stroke. We evaluated associations between TNFR1 and TNFR2 plasma levels and stroke severity, infarct size, and functional outcome. Furthermore, we examined cellular expression of TNFR1 and TNFR2 on leukocyte subpopulations to explore the origin of the increased receptor levels. Blood samples were taken from 33 acute ischemic stroke patients and 10 healthy controls. TNFR1 and TNFR2 plasma concentrations were measured and correlated against the Scandinavian Stroke Scale at admission, infarct volume, and the modified Rankin Scale score three months after stroke onset. Classical, intermediate, and non-classical monocytes as well as neutrophils were purified, and cellular expression of TNFR1 and TNFR2 was examined using flow cytometry. TNFR1 and TNFR2 plasma levels were both increased after ischemic stroke, but we found no correlation with patient outcome measurements. Compared to healthy controls, ischemic stroke patients had decreased non-classical monocyte and neutrophil populations expressing TNFR1 and increased neutrophils expressing TNFR2, and decreased non-classical populations co-expressing both TNFR1 and TNFR2. This study supports the hypothesis of an acute immunological response orchestrated by the peripheral immune system following an ischemic stroke. However, the origin of the increased TNFR1 and TNFR2 plasma levels could not be clearly linked to peripheral monocytes or neutrophils. Future studies are needed and will help clarify the potential role as treatment target.
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Affiliation(s)
- Rikke B. Hansen
- Department of Neurobiology Research, Institute of Molecular Medicine, University of Southern Denmark, 5000 Odense, Denmark; (R.B.H.); (C.C.H.L.); (N.N.); (H.H.N.)
- Department of Neurology, Odense University Hospital, 5000 Odense, Denmark
| | - Cathrine C. H. Laursen
- Department of Neurobiology Research, Institute of Molecular Medicine, University of Southern Denmark, 5000 Odense, Denmark; (R.B.H.); (C.C.H.L.); (N.N.); (H.H.N.)
- Brain Research—Inter-Disciplinary Guided Excellence (BRIDGE), Department of Clinical Research, University of Southern Denmark, 5000 Odense, Denmark
| | - Niala Nawaz
- Department of Neurobiology Research, Institute of Molecular Medicine, University of Southern Denmark, 5000 Odense, Denmark; (R.B.H.); (C.C.H.L.); (N.N.); (H.H.N.)
- Department of Neurology, Odense University Hospital, 5000 Odense, Denmark
| | - Jonna S. Madsen
- Department of Biochemistry and Immunology, Lillebaelt Hospital, University Hospital of Southern Denmark, 7100 Vejle, Denmark;
- Department of Regional Health Research, University of Southern Denmark, 5000 Odense, Denmark
| | - Helle H. Nielsen
- Department of Neurobiology Research, Institute of Molecular Medicine, University of Southern Denmark, 5000 Odense, Denmark; (R.B.H.); (C.C.H.L.); (N.N.); (H.H.N.)
- Department of Neurology, Odense University Hospital, 5000 Odense, Denmark
- Brain Research—Inter-Disciplinary Guided Excellence (BRIDGE), Department of Clinical Research, University of Southern Denmark, 5000 Odense, Denmark
| | - Christina Kruuse
- Department of Clinical Medicine, University of Copenhagen, 2100 Copenhagen, Denmark;
- Department of Neurology, Herlev Gentofte Hospital, 2730 Herlev, Denmark
| | - Arne Møller
- Department of Nuclear Medicine and PET Center, Aarhus University Hospital, 8200 Aarhus, Denmark;
- Institute of Clinical Medicine, Center of Functionally Integrative Neuroscience, 8000 Aarhus, Denmark
| | - Matilda Degn
- Pediatric Oncology Laboratory, Department of Pediatrics and Adolescent Medicine, University Hospital Rigshospitalet, 2100 Copenhagen, Denmark
- Correspondence: (M.D.); (K.L.L.); Tel.: +45-6061-0084 (M.D.); +45-6550-3806 (K.L.L.)
| | - Kate L. Lambertsen
- Department of Neurobiology Research, Institute of Molecular Medicine, University of Southern Denmark, 5000 Odense, Denmark; (R.B.H.); (C.C.H.L.); (N.N.); (H.H.N.)
- Department of Neurology, Odense University Hospital, 5000 Odense, Denmark
- Brain Research—Inter-Disciplinary Guided Excellence (BRIDGE), Department of Clinical Research, University of Southern Denmark, 5000 Odense, Denmark
- OPEN—Open Patient data Explorative Network, Department of Clinical Research, Odense University Hospital, University of Southern Denmark, 5000 Odense, Denmark
- Correspondence: (M.D.); (K.L.L.); Tel.: +45-6061-0084 (M.D.); +45-6550-3806 (K.L.L.)
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13
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Kim JH, Lim C, Cho S. Ischemic-time associated reductions in equol monosulfate plasma levels in a mouse model of ischemic stroke: support the existence of a 'brain-gut axis'. Neuroreport 2021; 32:458-464. [PMID: 33657076 DOI: 10.1097/wnr.0000000000001618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
BACKGROUND Interest is growing in the role played by intestinal flora in the pathogeneses of diseases and in the possibility of treating disease by altering intestinal flora compositions. Recent studies have focused on the relationship between the intestinal microbiome and brain function as proposed by the brain-gut axis hypothesis. OBJECTIVES To investigate the relation between ischemic stroke and plasma equol monosulfate levels (a soy isoflavone metabolite) in a middle cerebral artery occlusion (MCAO) mouse model. METHODS Mice (C57BL/6) were subjected to MCAO for various times (30 min to 24 h), and degrees of cerebral damage were assessed using total infarction volumes, brain edema severities and neurological deficit scores. Hematoxylin and eosin and cresyl violet staining were used to observe morphological changes in ischemic brains. Levels of equol monosulfate in plasma and the relationships between these and degree of brain injury were investigated. RESULTS Infarction volumes, brain edema severity and neurological deficit scores were significantly correlated with ischemic time, and morphological deteriorations of brain neuronal cells also increased with ischemic duration. Equol monosulfate contents were ischemic-time dependently lower in MCAO treated animals than in sham-operated controls. CONCLUSION Ischemic stroke may time-dependently reduce plasma levels of equol monosulfate by lowering the metabolic rate of equol in MCAO-induced mice. This study provides indirect support of the brain-gut axis hypothesis.
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Affiliation(s)
- Jung-Hoon Kim
- Department of Korean Medicine, School of Korean Medicine, Pusan National University, Yangsan
| | - Chiyeon Lim
- Department of Medicine, College of Medicine, Dongguk University, Goyang, Republic of Korea
| | - Suin Cho
- Department of Korean Medicine, School of Korean Medicine, Pusan National University, Yangsan
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14
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Nakajima S, Tanaka R, Yamashiro K, Chiba A, Noto D, Inaba T, Kurita N, Miyamoto N, Kuroki T, Shimura H, Ueno Y, Urabe T, Miyake S, Hattori N. Mucosal-Associated Invariant T Cells Are Involved in Acute Ischemic Stroke by Regulating Neuroinflammation. J Am Heart Assoc 2021; 10:e018803. [PMID: 33733818 PMCID: PMC8174378 DOI: 10.1161/jaha.120.018803] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Accepted: 02/08/2021] [Indexed: 12/22/2022]
Abstract
Background Mucosal-associated invariant T (MAIT) cells have been associated with inflammation in several autoimmune diseases. However, their relation to ischemic stroke remains unclear. This study attempted to elucidate the role of MAIT cells in acute ischemic stroke in mice. Methods and Results We used MR1 knockout C57BL/6 (MR1-/-) mice and wild-type littermates (MR1+/+). After performing a transient middle cerebral artery occlusion (tMCAO), we evaluated the association with inflammation and prognosis in the acute cerebral ischemia. Furthermore, we analyzed the tMCAO C57BL/6 mice administered with the suppressive MR1 ligand and the vehicle control. We also evaluated the infiltration of MAIT cells into the ischemic brain by flow cytometry. Results showed a reduction of infarct volume and an improvement of neurological impairment in MR1-/- mice (n=8). There was a reduction in the number of infiltrating microglia/macrophages (n=3-5) and in their activation (n=5) in the peri-infarct area of MR1-/- mice. The cytokine levels of interleukin-6 and interleukin-17 at 24 hours after tMCAO (n=3-5), and for interleukin-17 at 72 hours after tMCAO (n=5), were lower in the MR1-/- mice. The administration of the suppressive MR1 ligand reduced the infarct volume and improved functional impairment (n=5). Flow cytometric analysis demonstrated there was a reduction of MAIT cells infiltrating into the ischemic brain at 24 hours after tMCAO (n=17). Conclusions Our results showed that MAIT cells play an important role in neuroinflammation after focal cerebral ischemia and the use of MAIT cell regulation has a potential role as a novel neuroprotectant for the treatment of acute ischemic stroke.
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Affiliation(s)
- Sho Nakajima
- Department of NeurologyJuntendo University Faculty of MedicineTokyoJapan
| | - Ryota Tanaka
- Department of NeurologyJuntendo University Faculty of MedicineTokyoJapan
- Stroke Center and Division of NeurologyDepartment of MedicineJichi Medical UniversityTochigiJapan
| | - Kazuo Yamashiro
- Department of NeurologyJuntendo University Urayasu HospitalChibaJapan
| | - Asako Chiba
- Department of ImmunologyJuntendo University Faculty of MedicineTokyoJapan
| | - Daisuke Noto
- Department of ImmunologyJuntendo University Faculty of MedicineTokyoJapan
| | - Toshiki Inaba
- Department of NeurologyJuntendo University Faculty of MedicineTokyoJapan
| | - Naohide Kurita
- Department of NeurologyJuntendo University Urayasu HospitalChibaJapan
| | - Nobukazu Miyamoto
- Department of NeurologyJuntendo University Faculty of MedicineTokyoJapan
| | - Takuma Kuroki
- Department of NeurologyJuntendo University Faculty of MedicineTokyoJapan
| | - Hideki Shimura
- Department of NeurologyJuntendo University Urayasu HospitalChibaJapan
| | - Yuji Ueno
- Department of NeurologyJuntendo University Faculty of MedicineTokyoJapan
| | - Takao Urabe
- Department of NeurologyJuntendo University Urayasu HospitalChibaJapan
| | - Sachiko Miyake
- Department of ImmunologyJuntendo University Faculty of MedicineTokyoJapan
| | - Nobutaka Hattori
- Department of NeurologyJuntendo University Faculty of MedicineTokyoJapan
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15
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Krishnan S, O’Boyle C, Smith CJ, Hulme S, Allan SM, Grainger JR, Lawrence CB. A hyperacute immune map of ischaemic stroke patients reveals alterations to circulating innate and adaptive cells. Clin Exp Immunol 2021; 203:458-471. [PMID: 33205448 PMCID: PMC7874838 DOI: 10.1111/cei.13551] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2020] [Revised: 11/06/2020] [Accepted: 11/09/2020] [Indexed: 12/24/2022] Open
Abstract
Systemic immune changes following ischaemic stroke are associated with increased susceptibility to infection and poor patient outcome due to their role in exacerbating the ischaemic injury and long-term disability. Alterations to the abundance or function of almost all components of the immune system post-stroke have been identified, including lymphocytes, monocytes and granulocytes. However, subsequent infections have often confounded the identification of stroke-specific effects. Global understanding of very early changes to systemic immunity is critical to identify immune targets to improve clinical outcome. To this end, we performed a small, prospective, observational study in stroke patients with immunophenotyping at a hyperacute time point (< 3 h) to explore early changes to circulating immune cells. We report, for the first time, decreased frequencies of type 1 conventional dendritic cells (cDC1), haematopoietic stem and progenitor cells (HSPCs), unswitched memory B cells and terminally differentiated effector memory T cells re-expressing CD45RA (TEMRA). We also observed concomitant alterations to human leucocyte antigen D-related (HLA-DR), CD64 and CD14 expression in distinct myeloid subsets and a rapid activation of CD4+ T cells based on CD69 expression. The CD69+ CD4+ T cell phenotype inversely correlated with stroke severity and was associated with naive and central memory T (TCM) cells. Our findings highlight early changes in both the innate and adaptive immune compartments for further investigation as they could have implications the development of post-stroke infection and poorer patient outcomes.
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Affiliation(s)
- S. Krishnan
- Geoffrey Jefferson Brain Research CentreFaculty of Biology, Medicine and HealthManchester Academic Health Science CentreUniversity of ManchesterManchesterUK
- Lydia Becker Institute of Immunology and InflammationFaculty of Biology, Medicine and HealthManchester Academic Health Science CentreUniversity of ManchesterManchesterUK
- Division of Infection, Immunity and Respiratory MedicineSchool of Biological SciencesFaculty of Biology, Medicine and HealthUniversity of ManchesterManchesterUK
| | - C. O’Boyle
- Lydia Becker Institute of Immunology and InflammationFaculty of Biology, Medicine and HealthManchester Academic Health Science CentreUniversity of ManchesterManchesterUK
- Division of Neuroscience and Experimental PsychologySchool of Biological SciencesFaculty of Biology, Medicine and HealthUniversity of ManchesterManchesterUK
| | - C. J. Smith
- Geoffrey Jefferson Brain Research CentreFaculty of Biology, Medicine and HealthManchester Academic Health Science CentreUniversity of ManchesterManchesterUK
- Lydia Becker Institute of Immunology and InflammationFaculty of Biology, Medicine and HealthManchester Academic Health Science CentreUniversity of ManchesterManchesterUK
- Division of Cardiovascular SciencesUniversity of ManchesterManchester Academic Health Science CentreSalford Royal NHS Foundation TrustSalfordUK
- Manchester Centre for Clinical NeurosciencesSalford Royal NHS Foundation TrustSalfordUK
| | - S. Hulme
- Division of Cardiovascular SciencesUniversity of ManchesterManchester Academic Health Science CentreSalford Royal NHS Foundation TrustSalfordUK
- Manchester Centre for Clinical NeurosciencesSalford Royal NHS Foundation TrustSalfordUK
| | - S. M. Allan
- Geoffrey Jefferson Brain Research CentreFaculty of Biology, Medicine and HealthManchester Academic Health Science CentreUniversity of ManchesterManchesterUK
- Lydia Becker Institute of Immunology and InflammationFaculty of Biology, Medicine and HealthManchester Academic Health Science CentreUniversity of ManchesterManchesterUK
- Division of Neuroscience and Experimental PsychologySchool of Biological SciencesFaculty of Biology, Medicine and HealthUniversity of ManchesterManchesterUK
| | - J. R. Grainger
- Lydia Becker Institute of Immunology and InflammationFaculty of Biology, Medicine and HealthManchester Academic Health Science CentreUniversity of ManchesterManchesterUK
- Division of Infection, Immunity and Respiratory MedicineSchool of Biological SciencesFaculty of Biology, Medicine and HealthUniversity of ManchesterManchesterUK
| | - C. B. Lawrence
- Geoffrey Jefferson Brain Research CentreFaculty of Biology, Medicine and HealthManchester Academic Health Science CentreUniversity of ManchesterManchesterUK
- Lydia Becker Institute of Immunology and InflammationFaculty of Biology, Medicine and HealthManchester Academic Health Science CentreUniversity of ManchesterManchesterUK
- Division of Neuroscience and Experimental PsychologySchool of Biological SciencesFaculty of Biology, Medicine and HealthUniversity of ManchesterManchesterUK
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16
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Mastorakos P, Mihelson N, Luby M, Burks SR, Johnson K, Hsia AW, Witko J, Frank JA, Latour L, McGavern DB. Temporally distinct myeloid cell responses mediate damage and repair after cerebrovascular injury. Nat Neurosci 2021; 24:245-258. [PMID: 33462481 PMCID: PMC7854523 DOI: 10.1038/s41593-020-00773-6] [Citation(s) in RCA: 51] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2020] [Accepted: 12/08/2020] [Indexed: 01/29/2023]
Abstract
Cerebrovascular injuries can cause severe edema and inflammation that adversely affect human health. Here, we observed that recanalization after successful endovascular thrombectomy for acute large vessel occlusion was associated with cerebral edema and poor clinical outcomes in patients who experienced hemorrhagic transformation. To understand this process, we developed a cerebrovascular injury model using transcranial ultrasound that enabled spatiotemporal evaluation of resident and peripheral myeloid cells. We discovered that injurious and reparative responses diverged based on time and cellular origin. Resident microglia initially stabilized damaged vessels in a purinergic receptor-dependent manner, which was followed by an influx of myelomonocytic cells that caused severe edema. Prolonged blockade of myeloid cell recruitment with anti-adhesion molecule therapy prevented severe edema but also promoted neuronal destruction and fibrosis by interfering with vascular repair subsequently orchestrated by proinflammatory monocytes and proangiogenic repair-associated microglia (RAM). These data demonstrate how temporally distinct myeloid cell responses can contain, exacerbate and ultimately repair a cerebrovascular injury.
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Affiliation(s)
- Panagiotis Mastorakos
- Viral Immunology & Intravital Imaging Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
- Department of Surgical Neurology, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Nicole Mihelson
- Viral Immunology & Intravital Imaging Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Marie Luby
- Acute Cerebrovascular Diagnostics Unit, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Scott R Burks
- Frank Laboratory, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Kory Johnson
- National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Amie W Hsia
- Acute Cerebrovascular Diagnostics Unit, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
- MedStar Washington Hospital Center Comprehensive Stroke Center, Washington, DC, USA
| | - Jaclyn Witko
- Frank Laboratory, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
| | - Joseph A Frank
- Frank Laboratory, Radiology and Imaging Sciences, Clinical Center, National Institutes of Health, Bethesda, MD, USA
- National Institute of Biomedical Imaging and Bioengineering, National Institutes of Health, Bethesda, MD, USA
| | - Lawrence Latour
- Acute Cerebrovascular Diagnostics Unit, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA
| | - Dorian B McGavern
- Viral Immunology & Intravital Imaging Section, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, MD, USA.
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17
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Yang P, Zhu Z, Zang Y, Bu X, Xu T, Zhong C, Wang A, Peng H, Guo D, Zheng X, Xu T, Chen J, Zhang Y, He J. Increased Serum Complement C3 Levels Are Associated With Adverse Clinical Outcomes After Ischemic Stroke. Stroke 2021; 52:868-877. [PMID: 33517703 DOI: 10.1161/strokeaha.120.031715] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND AND PURPOSE Complement C3 has been implicated in inflammation and ischemia/reperfusion injury, but its impact on the prognosis of ischemic stroke remains unclear. Aim of this study was to prospectively investigate the association between serum complement C3 and adverse clinical outcomes after ischemic stroke. METHODS We measured serum complement C3 levels for 3474 patients with ischemic stroke in 26 participating hospitals and collected data of clinical outcomes at 3 months after ischemic stroke. The primary outcome was composite outcome of death and major disability (modified Rankin Scale score ≥3) at 3 months after stroke onset and secondary outcomes included major disability, death, and vascular events. RESULTS During 3 months of follow-up, 866 participants (25.4%) developed primary outcome. After multivariate adjustment, elevated serum complement C3 levels were associated with increased risk of primary outcome (odds ratio, 1.30 [95% CI, 1.02-1.65]; Ptrend=0.038) when 2 extreme tertiles were compared. Each SD increase of log-transformed complement C3 was associated with 13% (95% CI, 2%-25%) increased risk of primary outcome. Multivariable-adjusted spline regression model showed a linear relationship between serum complement C3 and the risk of primary outcome (Plinearity=0.022). Addition of serum complement C3 to conventional risk factors significantly improved the risk prediction of primary outcome (net reclassification index: 8.87%, P=0.028; integrated discrimination index: 0.19%, P=0.029). CONCLUSIONS High serum complement C3 levels at baseline were associated with increased risks of adverse clinical outcomes at 3 months after ischemic stroke, suggesting that serum complement C3 may be a valuable prognostic biomarker for ischemic stroke.
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Affiliation(s)
- Pinni Yang
- Department of Epidemiology, School of Public Health and Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Medical College of Soochow University, Suzhou, China (P.Y., Z.Z., Y. Zang, X.B., T.X., C.Z., A.W., H.P., D.G., X.Z., T.X., Y. Zhang, X.Z.)
| | - Zhengbao Zhu
- Department of Epidemiology, School of Public Health and Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Medical College of Soochow University, Suzhou, China (P.Y., Z.Z., Y. Zang, X.B., T.X., C.Z., A.W., H.P., D.G., X.Z., T.X., Y. Zhang, X.Z.)
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA (Z.Z., D.G., J.C., J.H.)
| | - Yuhan Zang
- Department of Epidemiology, School of Public Health and Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Medical College of Soochow University, Suzhou, China (P.Y., Z.Z., Y. Zang, X.B., T.X., C.Z., A.W., H.P., D.G., X.Z., T.X., Y. Zhang, X.Z.)
| | - Xiaoqing Bu
- Department of Epidemiology, School of Public Health and Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Medical College of Soochow University, Suzhou, China (P.Y., Z.Z., Y. Zang, X.B., T.X., C.Z., A.W., H.P., D.G., X.Z., T.X., Y. Zhang, X.Z.)
- Department of Epidemiology, School of Public health, Chongqing Medical University, China (X.B.)
| | - Tian Xu
- Department of Epidemiology, School of Public Health and Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Medical College of Soochow University, Suzhou, China (P.Y., Z.Z., Y. Zang, X.B., T.X., C.Z., A.W., H.P., D.G., X.Z., T.X., Y. Zhang, X.Z.)
| | - Chongke Zhong
- Department of Epidemiology, School of Public Health and Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Medical College of Soochow University, Suzhou, China (P.Y., Z.Z., Y. Zang, X.B., T.X., C.Z., A.W., H.P., D.G., X.Z., T.X., Y. Zhang, X.Z.)
| | - Aili Wang
- Department of Epidemiology, School of Public Health and Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Medical College of Soochow University, Suzhou, China (P.Y., Z.Z., Y. Zang, X.B., T.X., C.Z., A.W., H.P., D.G., X.Z., T.X., Y. Zhang, X.Z.)
| | - Hao Peng
- Department of Epidemiology, School of Public Health and Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Medical College of Soochow University, Suzhou, China (P.Y., Z.Z., Y. Zang, X.B., T.X., C.Z., A.W., H.P., D.G., X.Z., T.X., Y. Zhang, X.Z.)
| | - Daoxia Guo
- Department of Epidemiology, School of Public Health and Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Medical College of Soochow University, Suzhou, China (P.Y., Z.Z., Y. Zang, X.B., T.X., C.Z., A.W., H.P., D.G., X.Z., T.X., Y. Zhang, X.Z.)
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA (Z.Z., D.G., J.C., J.H.)
| | - Xiaowei Zheng
- Department of Epidemiology, School of Public Health and Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Medical College of Soochow University, Suzhou, China (P.Y., Z.Z., Y. Zang, X.B., T.X., C.Z., A.W., H.P., D.G., X.Z., T.X., Y. Zhang, X.Z.)
| | - Tan Xu
- Department of Epidemiology, School of Public Health and Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Medical College of Soochow University, Suzhou, China (P.Y., Z.Z., Y. Zang, X.B., T.X., C.Z., A.W., H.P., D.G., X.Z., T.X., Y. Zhang, X.Z.)
- Department of Neurology, Affiliated Hospital of Nantong University, China (T.X.)
| | - Jing Chen
- Department of Epidemiology, Tulane University School of Public Health and Tropical Medicine, New Orleans, LA (Z.Z., D.G., J.C., J.H.)
- Department of Medicine, Tulane University School of Medicine, New Orleans, LA (J.C., J.H.)
| | - Yonghong Zhang
- Department of Epidemiology, School of Public Health and Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Medical College of Soochow University, Suzhou, China (P.Y., Z.Z., Y. Zang, X.B., T.X., C.Z., A.W., H.P., D.G., X.Z., T.X., Y. Zhang, X.Z.)
| | - Jiang He
- Department of Epidemiology, School of Public Health and Jiangsu Key Laboratory of Preventive and Translational Medicine for Geriatric Diseases, Medical College of Soochow University, Suzhou, China (P.Y., Z.Z., Y. Zang, X.B., T.X., C.Z., A.W., H.P., D.G., X.Z., T.X., Y. Zhang, X.Z.)
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18
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Abstract
RATIONALE Hemorrhagic complications represent a major limitation of intravenous thrombolysis using tPA (tissue-type plasminogen activator) in patients with ischemic stroke. The expression of tPA receptors on immune cells raises the question of what effects tPA exerts on these cells and whether these effects contribute to thrombolysis-related hemorrhagic transformation. OBJECTIVE We aim to determine the impact of tPA on immune cells and investigate the association between observed immune alteration with hemorrhagic transformation in ischemic stroke patients and in a rat model of embolic stroke. METHODS AND RESULTS Paired blood samples were collected before and 1 hour after tPA infusion from 71 patients with ischemic stroke. Control blood samples were collected from 27 ischemic stroke patients without tPA treatment. A rat embolic middle cerebral artery occlusion model was adopted to investigate the underlying mechanisms of hemorrhagic transformation. We report that tPA induces a swift surge of circulating neutrophils and T cells with profoundly altered molecular features in ischemic stroke patients and a rat model of focal embolic stroke. tPA exacerbates endothelial injury, increases adhesion and migration of neutrophils and T cells, which are associated with brain hemorrhage in rats subjected to embolic stroke. Genetic ablation of annexin A2 in neutrophils and T cells diminishes the effect of tPA on these cells. Decoupling the interaction between mobilized neutrophils/T cells and the neurovascular unit, achieved via a S1PR (sphingosine-1-phosphate receptor) 1 modulator RP101075 and a CCL2 (C-C motif chemokine ligand 2) synthesis inhibitor bindarit, which block lymphocyte egress and myeloid cell recruitment, respectively, attenuates hemorrhagic transformation and improves neurological function after tPA thrombolysis. CONCLUSIONS Our findings suggest that immune invasion of the neurovascular unit represents a previously unrecognized mechanism underlying tPA-mediated brain hemorrhage, which can be overcome by precise immune modulation during thrombolytic therapy.
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Affiliation(s)
- Kaibin Shi
- Department of Neurology, Tianjin Neurological Institute, Tianjin Medical University General Hospital, China (K.S., M.Z., D.-M.J., X.Y., Q.L., F.-D.S.)
- China National Clinical Research Center for Neurological Diseases, Jing-Jin Center for Neuroinflammation, Beijing Tiantan Hospital, Capital Medical University, China (K.S., F.-D.S.)
| | - Ming Zou
- Department of Neurology, Tianjin Neurological Institute, Tianjin Medical University General Hospital, China (K.S., M.Z., D.-M.J., X.Y., Q.L., F.-D.S.)
| | - Dong-Mei Jia
- Department of Neurology, Tianjin Neurological Institute, Tianjin Medical University General Hospital, China (K.S., M.Z., D.-M.J., X.Y., Q.L., F.-D.S.)
| | - Samuel Shi
- Neuroscience Graduate Program, Arizona State University, Tempe (S.S.)
| | - Xiaoxia Yang
- Department of Neurology, Tianjin Neurological Institute, Tianjin Medical University General Hospital, China (K.S., M.Z., D.-M.J., X.Y., Q.L., F.-D.S.)
| | - Qiang Liu
- Department of Neurology, Tianjin Neurological Institute, Tianjin Medical University General Hospital, China (K.S., M.Z., D.-M.J., X.Y., Q.L., F.-D.S.)
| | - Jing-Fei Dong
- Division of Hematology, Department of Medicine, BloodWorks Northwest Research Institute, School of Medicine, University of Washington, Seattle (J.-f.D.)
| | - Kevin N Sheth
- Department of Neurology, Yale University School of Medicine, New Haven, CT (K.N.S.)
| | - Xiaoying Wang
- Department of Neurosurgery, Clinical Neuroscience Research Center, Tulane University School of Medicine, New Orleans, LA (X.W.)
| | - Fu-Dong Shi
- Department of Neurology, Tianjin Neurological Institute, Tianjin Medical University General Hospital, China (K.S., M.Z., D.-M.J., X.Y., Q.L., F.-D.S.)
- China National Clinical Research Center for Neurological Diseases, Jing-Jin Center for Neuroinflammation, Beijing Tiantan Hospital, Capital Medical University, China (K.S., F.-D.S.)
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19
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Abstract
Obesity is a predominant risk factor in ischemic stroke and is commonly comorbid with it. Pathologies following these conditions are associated with systemic and local inflammation. Moreover, there is increasing evidence that the susceptibility for ischemic brain damage increases substantially in experimental models of ischemic stroke with concomitant obesity. Herein, we explore the proinflammatory events that occur during ischemic stroke and obesity, and we discuss the influence of obesity on the inflammatory response and cerebral damage outcomes in experimental models of brain ischemia. In addition, because melatonin is a neurohormone widely reported to exhibit protective effects in various diseases, this study also demonstrates the anti-inflammatory role and possible mechanistic actions of melatonin in both epidemic diseases. A summary of research findings suggests that melatonin administration has great potential to exert an anti-inflammatory role and provide protection against obesity and ischemic stroke conditions. However, the efficacy of this hormonal treatment on ischemic stroke with concomitant obesity, when more serious inflammation is generated, is still lacking.
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Affiliation(s)
- Nuttapong Yawoot
- Department of Physiology, Chiang Mai University, Chiang Mai, Thailand
- Graduate School, Chiang Mai University, Chiang Mai, Thailand
| | | | | | - Jiraporn Tocharus
- Department of Physiology, Chiang Mai University, Chiang Mai, Thailand
- Functional Food Research Center for Well-being, Chiang Mai University, Chiang Mai, Thailand
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20
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Patel AMR, Apaijai N, Chattipakorn N, Chattipakorn SC. The Protective and Reparative Role of Colony-Stimulating Factors in the Brain with Cerebral Ischemia/Reperfusion Injury. Neuroendocrinology 2021; 111:1029-1065. [PMID: 33075777 DOI: 10.1159/000512367] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2020] [Accepted: 10/19/2020] [Indexed: 11/19/2022]
Abstract
Stroke is a debilitating disease and has the ability to culminate in devastating clinical outcomes. Ischemic stroke followed by reperfusion entrains cerebral ischemia/reperfusion (I/R) injury, which is a complex pathological process and is associated with serious clinical manifestations. Therefore, the development of a robust and effective poststroke therapy is crucial. Granulocyte colony-stimulating factor (GCSF) and erythropoietin (EPO), originally discovered as hematopoietic growth factors, are versatile and have transcended beyond their traditional role of orchestrating the proliferation, differentiation, and survival of hematopoietic progenitors to one that fosters brain protection/neuroregeneration. The clinical indication regarding GCSF and EPO as an auspicious therapeutic strategy is conferred in a plethora of illnesses, including anemia and neutropenia. EPO and GCSF alleviate cerebral I/R injury through a multitude of mechanisms, involving antiapoptotic, anti-inflammatory, antioxidant, neurogenic, and angiogenic effects. Despite bolstering evidence from preclinical studies, the multiple brain protective modalities of GCSF and EPO failed to translate in clinical trials and thereby raises several questions. The present review comprehensively compiles and discusses key findings from in vitro, in vivo, and clinical data pertaining to the administration of EPO, GCSF, and other drugs, which alter levels of colony-stimulating factor (CSF) in the brain following cerebral I/R injury, and elaborates on the contributing factors, which led to the lost in translation of CSFs from bench to bedside. Any controversial findings are discussed to enable a clear overview of the role of EPO and GCSF as robust and effective candidates for poststroke therapy.
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Affiliation(s)
- Aysha Mohamed Rafik Patel
- Neurophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
- Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai, Thailand
| | - Nattayaporn Apaijai
- Neurophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
- Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai, Thailand
| | - Nipon Chattipakorn
- Neurophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
- Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai, Thailand
- Cardiac Electrophysiology Unit, Department of Physiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Siriporn C Chattipakorn
- Neurophysiology Unit, Cardiac Electrophysiology Research and Training Center, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand,
- Center of Excellence in Cardiac Electrophysiology Research, Chiang Mai University, Chiang Mai, Thailand,
- Department of Oral Biology and Diagnostic Sciences, Faculty of Dentistry, Chiang Mai University, Chiang Mai, Thailand,
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21
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Abstract
Stroke elicits excessive immune activation in the injured brain tissue. This well-recognized neural inflammation in the brain is not just an intrinsic organ response but also a result of additional intricate interactions between infiltrating peripheral immune cells and the resident immune cells in the affected areas. Given that there is a finite number of immune cells in the organism at the time of stroke, the partitioned immune systems of the central nervous system (CNS) and periphery must appropriately distribute the limited pool of immune cells between the two domains, mounting a necessary post-stroke inflammatory response by supplying a sufficient number of immune cells into the brain while maintaining peripheral immunity. Stroke pathophysiology has mainly been neurocentric in focus, but understanding the distinct roles of the CNS and peripheral immunity in their concerted action against ischemic insults is crucial. This review will discuss stroke-induced influences of the peripheral immune system on CNS injury/repair and of neural inflammation on peripheral immunity, and how comorbidity influences each.
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Affiliation(s)
- Eunhee Kim
- Vivian L. Smith Department of Neurosurgery at University of Texas Health Science Center at Houston, Houston, TX, United States of America
| | - Sunghee Cho
- Burke Neurological Institute, White Plains, NY, United States of America; Feil Brain Mind Research Institute, Weill Cornell Medicine, New York, NY, United States of America.
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22
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Atif F, Yousuf S, Espinosa-Garcia C, Harris WAC, Stein DG. Post-ischemic stroke systemic inflammation: Immunomodulation by progesterone and vitamin D hormone. Neuropharmacology 2020; 181:108327. [PMID: 32950558 DOI: 10.1016/j.neuropharm.2020.108327] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2019] [Revised: 09/15/2020] [Accepted: 09/16/2020] [Indexed: 12/16/2022]
Abstract
Post-stroke systemic inflammation, due to the injury itself and exacerbated by in-hospital infections, can increase morbidity and mortality in stroke patients. In this study, we examined the immunomodulatory effects of progesterone (P4) alone and in combination with vitamin D hormone (VDH) on acute phase post-stroke peripheral immune dysfunction and functional/behavioral deficits. Adult rats underwent transient middle cerebral artery occlusion/reperfusion (tMCAO) and delayed systemic inflammation was induced by injections of lipopolysaccharide (LPS) beginning 24 h post-stroke. Animals were tested for behavioral outcomes and immune function at day 4 post-stroke. We also measured infarction volume and markers of neuronal inflammation (GFAP, IL-6) and apoptosis (cleaved caspase-3) in brain post-stroke. We observed the worst stroke outcomes in the stroke + systemic inflammation group compared to the stroke-alone group. Flow cytometric analysis of different subsets of immune cells in blood, spleen and thymus revealed peripheral immune dysfunction which was restored by both P4 and VDH monotherapy. P4 monotherapy reduced infarction volume, behavioral/functional deficits, peripheral immune dysfunction, neuronal inflammation, and apoptosis induced by post-stroke systemic inflammation. Combination treatment with P4+VDH improved outcomes better than monotherapy. Our findings can be taken to suggest that the current standard of care for stroke and post-stroke infection can be substantially improved by P4 and VDH combination therapy.
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Affiliation(s)
- Fahim Atif
- Brain Research Laboratory, Department of Emergency Medicine, USA.
| | - Seema Yousuf
- Brain Research Laboratory, Department of Emergency Medicine, USA
| | | | - Wayne A C Harris
- Emory Integrated Computing Core, School of Medicine, Emory University, Atlanta, GA, 30322,, USA
| | - Donald G Stein
- Brain Research Laboratory, Department of Emergency Medicine, USA
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23
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Tuttolomondo A, Puleo MG, Velardo MC, Corpora F, Daidone M, Pinto A. Molecular Biology of Atherosclerotic Ischemic Strokes. Int J Mol Sci 2020; 21:ijms21249372. [PMID: 33317034 PMCID: PMC7763838 DOI: 10.3390/ijms21249372] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2020] [Accepted: 12/03/2020] [Indexed: 02/07/2023] Open
Abstract
Among the causes of global death and disability, ischemic stroke (also known as cerebral ischemia) plays a pivotal role, by determining the highest number of worldwide mortality, behind cardiomyopathies, affecting 30 million people. The etiopathogenetic burden of a cerebrovascular accident could be brain ischemia (~80%) or intracranial hemorrhage (~20%). The most common site when ischemia occurs is the one is perfused by middle cerebral arteries. Worse prognosis and disablement consequent to brain damage occur in elderly patients or affected by neurological impairment, hypertension, dyslipidemia, and diabetes. Since, in the coming years, estimates predict an exponential increase of people who have diabetes, the disease mentioned above constitutes together with stroke a severe social and economic burden. In diabetic patients after an ischemic stroke, an exorbitant activation of inflammatory molecular pathways and ongoing inflammation is responsible for more severe brain injury and impairment, promoting the advancement of ischemic stroke and diabetes. Considering that the ominous prognosis of ischemic brain damage could by partially clarified by way of already known risk factors the auspice would be modifying poor outcome in the post-stroke phase detecting novel biomolecules associated with poor prognosis and targeting them for revolutionary therapeutic strategies.
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24
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Park YE, Penumarthy R, Sun PP, Kang CY, Morel-Kopp MC, Downing J, Green TN, Immanuel T, Ward CM, Young D, During MJ, Barber PA, Kalev-Zylinska ML. Platelet-Reactive Antibodies in Patients after Ischaemic Stroke-An Epiphenomenon or a Natural Protective Mechanism. Int J Mol Sci 2020; 21:ijms21218398. [PMID: 33182365 PMCID: PMC7664941 DOI: 10.3390/ijms21218398] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Revised: 11/05/2020] [Accepted: 11/06/2020] [Indexed: 01/18/2023] Open
Abstract
Ischaemic brain damage induces autoimmune responses, including the production of autoantibodies with potential neuroprotective effects. Platelets share unexplained similarities with neurons, and the formation of anti-platelet antibodies has been documented in neurological disorders. The aim of this study was to investigate the presence of anti-platelet antibodies in the peripheral blood of patients after ischaemic stroke and determine any clinical correlations. Using a flow cytometry-based platelet immunofluorescence method, we detected platelet-reactive antibodies in 15 of 48 (31%) stroke patients and two of 50 (4%) controls (p < 0.001). Western blotting revealed heterogeneous reactivities with platelet proteins, some of which overlapped with brain proteins. Stroke patients who carried anti-platelet antibodies presented with larger infarcts and more severe neurological dysfunction, which manifested as higher scores on the National Institutes of Health Stroke Scale (NIHSS; p = 0.009), but they had a greater recovery in the NIHSS by the time of hospital discharge (day 7 ± 2) compared with antibody-negative patients (p = 0.043). Antibodies from stroke sera reacted more strongly with activated platelets (p = 0.031) and inhibited platelet aggregation by up to 30.1 ± 2.8% (p < 0.001), suggesting the potential to interfere with thrombus formation. In conclusion, platelet-reactive antibodies can be found in patients soon after ischaemic stroke and correlate with better short-term outcomes, suggesting a potential novel mechanism limiting thrombosis.
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Affiliation(s)
- Young Eun Park
- Blood and Cancer Biology Laboratory, Department of Molecular Medicine & Pathology, University of Auckland, Auckland 1142, New Zealand; (Y.E.P.); (R.P.); (P.P.S.); (C.Y.K.); (T.N.G.); (T.I.)
| | - Rushi Penumarthy
- Blood and Cancer Biology Laboratory, Department of Molecular Medicine & Pathology, University of Auckland, Auckland 1142, New Zealand; (Y.E.P.); (R.P.); (P.P.S.); (C.Y.K.); (T.N.G.); (T.I.)
| | - Paul P. Sun
- Blood and Cancer Biology Laboratory, Department of Molecular Medicine & Pathology, University of Auckland, Auckland 1142, New Zealand; (Y.E.P.); (R.P.); (P.P.S.); (C.Y.K.); (T.N.G.); (T.I.)
| | - Caroline Y. Kang
- Blood and Cancer Biology Laboratory, Department of Molecular Medicine & Pathology, University of Auckland, Auckland 1142, New Zealand; (Y.E.P.); (R.P.); (P.P.S.); (C.Y.K.); (T.N.G.); (T.I.)
| | - Marie-Christine Morel-Kopp
- Department of Haematology and Transfusion Medicine, Royal North Shore Hospital, Sydney 2065, Australia; (M.-C.M.-K.); (C.M.W.)
- Northern Blood Research Centre, Kolling Institute, University of Sydney, Sydney 2065, Australia
| | | | - Taryn N. Green
- Blood and Cancer Biology Laboratory, Department of Molecular Medicine & Pathology, University of Auckland, Auckland 1142, New Zealand; (Y.E.P.); (R.P.); (P.P.S.); (C.Y.K.); (T.N.G.); (T.I.)
| | - Tracey Immanuel
- Blood and Cancer Biology Laboratory, Department of Molecular Medicine & Pathology, University of Auckland, Auckland 1142, New Zealand; (Y.E.P.); (R.P.); (P.P.S.); (C.Y.K.); (T.N.G.); (T.I.)
| | - Christopher M. Ward
- Department of Haematology and Transfusion Medicine, Royal North Shore Hospital, Sydney 2065, Australia; (M.-C.M.-K.); (C.M.W.)
- Northern Blood Research Centre, Kolling Institute, University of Sydney, Sydney 2065, Australia
| | - Deborah Young
- Department of Pharmacology and Clinical Pharmacology, University of Auckland, Auckland 1142, New Zealand;
- Centre for Brain Research, University of Auckland, Auckland 1142, New Zealand; (M.J.D.); (P.A.B.)
| | - Matthew J. During
- Centre for Brain Research, University of Auckland, Auckland 1142, New Zealand; (M.J.D.); (P.A.B.)
- Departments of Molecular Virology, Immunology and Medical Genetics, Neuroscience and Neurological Surgery, Ohio State University, Columbus, OH 43210, USA
| | - P. Alan Barber
- Centre for Brain Research, University of Auckland, Auckland 1142, New Zealand; (M.J.D.); (P.A.B.)
- Department of Neurology, Auckland City Hospital, Auckland 1148, New Zealand
| | - Maggie L. Kalev-Zylinska
- Blood and Cancer Biology Laboratory, Department of Molecular Medicine & Pathology, University of Auckland, Auckland 1142, New Zealand; (Y.E.P.); (R.P.); (P.P.S.); (C.Y.K.); (T.N.G.); (T.I.)
- Department of Pathology and Laboratory Medicine, LabPlus Haematology, Auckland City Hospital, Auckland 1148, New Zealand
- Correspondence:
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25
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Sarvari S, Moakedi F, Hone E, Simpkins JW, Ren X. Mechanisms in blood-brain barrier opening and metabolism-challenged cerebrovascular ischemia with emphasis on ischemic stroke. Metab Brain Dis 2020; 35:851-868. [PMID: 32297170 PMCID: PMC7988906 DOI: 10.1007/s11011-020-00573-8] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Accepted: 04/02/2020] [Indexed: 12/14/2022]
Abstract
Stroke is the leading cause of disability among adults as well as the 2nd leading cause of death globally. Ischemic stroke accounts for about 85% of strokes, and currently, tissue plasminogen activator (tPA), whose therapeutic window is limited to up to 4.5 h for the appropriate population, is the only FDA approved drug in practice and medicine. After a stroke, a cascade of pathophysiological events results in the opening of the blood-brain barrier (BBB) through which further complications, disabilities, and mortality are likely to threaten the patient's health. Strikingly, tPA administration in eligible patients might cause hemorrhagic transformation and sustained damage to BBB integrity. One must, therefore, delineate upon stroke onset which cellular and molecular factors mediate BBB permeability as well as what key roles BBB rupture plays in the pathophysiology of stroke. In this review article, given our past findings of mechanisms underlying BBB opening in stroke animal models, we elucidate cellular, subcellular, and molecular factors involved in BBB permeability after ischemic stroke. The contribution of each factor to stroke severity and outcome is further discussed. Determinant factors in BBB permeability and stroke include mitochondria, miRNAs, matrix metalloproteinases (MMPs), immune cells, cytokines, chemokines, and adhesion proteins. Once these factors are interrogated and their roles in the pathophysiology of stroke are determined, novel targets for drug discovery and development can be uncovered in addition to novel therapeutic avenues for human stroke management.
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Affiliation(s)
- Sajad Sarvari
- Department of Neuroscience, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, USA
| | - Faezeh Moakedi
- Department of Biochemistry, West Virginia University, Morgantown, WV, USA
| | - Emily Hone
- Department of Neuroscience, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, USA
- Department of Microbiology, Immunology and Cell Biology, West Virginia University, Morgantown, WV, USA
| | - James W Simpkins
- Department of Neuroscience, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, USA
- Experimental Stroke Core Center for Basic and Translational Stroke Research, Rockefeller Neuroscience Institute, West Virginia University, 64 Medical Center Drive, Morgantown, WV, 26506, USA
| | - Xuefang Ren
- Department of Neuroscience, Rockefeller Neuroscience Institute, West Virginia University, Morgantown, WV, USA.
- Department of Microbiology, Immunology and Cell Biology, West Virginia University, Morgantown, WV, USA.
- Experimental Stroke Core Center for Basic and Translational Stroke Research, Rockefeller Neuroscience Institute, West Virginia University, 64 Medical Center Drive, Morgantown, WV, 26506, USA.
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26
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Yan T, Chen Z, Chopp M, Venkat P, Zacharek A, Li W, Shen Y, Wu R, Li L, Landschoot-Ward J, Lu M, Hank KH, Zhang J, Chen J. Inflammatory responses mediate brain-heart interaction after ischemic stroke in adult mice. J Cereb Blood Flow Metab 2020; 40:1213-1229. [PMID: 30465612 PMCID: PMC7238382 DOI: 10.1177/0271678x18813317] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/06/2018] [Revised: 10/04/2018] [Accepted: 10/23/2018] [Indexed: 02/03/2023]
Abstract
Stroke induces cardiac dysfunction which increases post stroke mortality and morbidity particularly in aging population. Here, we investigated the effects of inflammatory responses as underlying mediators of cardiac dysfunction after stroke in adult mice. Adult (eight-to-nine months) male C57BL/6 mice were subjected to photothrombotic stroke. To test whether immunoresponse to stroke leads to cardiac dysfunction, splenectomy was performed with stroke. Immunohistochemistry, flow cytometry, PCR, ELISA and echocardiography were performed. We found marginal cardiac dysfunction at acute phase and significant cardiac dysfunction at chronic phase of stroke as indicated by significant decrease of left ventricular ejection fraction (LVEF) and shortening fraction (LVSF). Stroke significantly increases macrophage infiltration into the heart and increases IL-1β, IL-6, MCP-1, TGF-β and macrophage-associated inflammatory cytokine levels in the heart as well as induces cardiac-fibrosis and hypertrophy. Splenectomy with stroke significantly reduces macrophage infiltration into heart, decreases inflammatory factor expression in the heart, decreases cardiac hypertrophy and fibrosis, as well as significantly improves cardiac function compared to non-splenectomized adult stroke mice. Therefore, cerebral ischemic stroke in adult mice induces chronic cardiac dysfunction and secondary immune response may contribute to post stroke cardiac dysfunction.
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Affiliation(s)
- Tao Yan
- Department of Neurology, Tianjin Medical
University General Hospital, Tianjin Neurological Institute, Tianjin, China
| | - Zhili Chen
- Department of Neurology, Tianjin Medical
University General Hospital, Tianjin Neurological Institute, Tianjin, China
- Neurology, Henry Ford Hospital, Detroit,
MI, USA
| | - Michael Chopp
- Neurology, Henry Ford Hospital, Detroit,
MI, USA
- Department of Physics, Oakland
University, Rochester, MI, USA
| | | | | | - Wei Li
- Department of Neurology, Tianjin Medical
University General Hospital, Tianjin Neurological Institute, Tianjin, China
- Neurology, Henry Ford Hospital, Detroit,
MI, USA
| | - Yi Shen
- Department of Neurology, Tianjin Medical
University General Hospital, Tianjin Neurological Institute, Tianjin, China
- Neurology, Henry Ford Hospital, Detroit,
MI, USA
| | - Ruixia Wu
- Department of Neurology, Tianjin Medical
University General Hospital, Tianjin Neurological Institute, Tianjin, China
| | - Linlin Li
- Department of Neurology, Tianjin Medical
University General Hospital, Tianjin Neurological Institute, Tianjin, China
| | | | - Mei Lu
- Public Health Sciences, Henry Ford
Hospital, Detroit, MI, USA
| | - Kuan-Han Hank
- Public Health Sciences, Henry Ford
Hospital, Detroit, MI, USA
| | - Jianning Zhang
- Department of Neurology, Tianjin Medical
University General Hospital, Tianjin Neurological Institute, Tianjin, China
- Department of Neurosurgery, Tianjin
Medical University General Hospital, Tianjin, China
- Tianjin Neurological Institute, Key
Laboratory of Post-Neurotrauma Neurorepair and Regeneration in Central Nervous
System, Ministry of Education and Tianjin City, Tianjin, China
| | - Jieli Chen
- Neurology, Henry Ford Hospital, Detroit,
MI, USA
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Drieu A, Buendia I, Levard D, Hélie P, Brodin C, Vivien D, Rubio M. Immune Responses and Anti-inflammatory Strategies in a Clinically Relevant Model of Thromboembolic Ischemic Stroke with Reperfusion. Transl Stroke Res 2019; 11:481-495. [PMID: 31522409 DOI: 10.1007/s12975-019-00733-8] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2019] [Revised: 08/20/2019] [Accepted: 08/23/2019] [Indexed: 01/12/2023]
Abstract
The poor clinical relevance of experimental models of stroke contributes to the translational failure between preclinical and clinical studies testing anti-inflammatory molecules for ischemic stroke. Here, we (i) describe the time course of inflammatory responses triggered by a thromboembolic model of ischemic stroke and (ii) we examine the efficacy of two clinically tested anti-inflammatory drugs: Minocycline or anti-CD49d antibodies (tested in stroke patients as Natalizumab) administered early (1 h) or late (48 h) after stroke onset. Radiological (lesion volume) and neurological (grip test) outcomes were evaluated at 24 h and 5 days after stroke. Immune cell responses peaked 48 h after stroke onset. Myeloid cells (microglia/macrophages, dendritic cells, and neutrophils) were already increased 24 h after stroke onset, peaked at 48 h, and remained increased-although to a lesser extent-5 days after stroke onset. CD8+ and CD4+ T-lymphocytes infiltrated the ipsilateral hemisphere later on (only from 48 h). These responses occurred together with a progressive blood-brain barrier leakage at the lesion site, starting 24 h after stroke onset. Lesion volume was maximal 24-48 h after stroke onset. Minocycline reduced both lesion volume and neurological deficit only when administered early after stroke onset. The blockade of leukocyte infiltration by anti-CD49d had no impact on lesion volume or long-term neurological deficit, independently of the timing of treatment. Our data are in accordance with the results of previous clinical reports on the use of Minocycline and Natalizumab on ischemic stroke. We thus propose the use of this clinically relevant model of thromboembolic stroke with recanalization for future testing of anti-inflammatory strategies for stroke.
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Affiliation(s)
- Antoine Drieu
- Normandie Univ, UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders", Institut Blood and Brain @ Caen-Normandie, Cyceron, 14000 Caen, France, Normandie Université, 14000, Caen, France
| | - Izaskun Buendia
- Servicio de Farmacología Clínica, Hospital Universitario de la Princesa, Instituto de Investigación Sanitaria, Madrid, Spain
| | - Damien Levard
- Normandie Univ, UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders", Institut Blood and Brain @ Caen-Normandie, Cyceron, 14000 Caen, France, Normandie Université, 14000, Caen, France
| | - Pauline Hélie
- Normandie Univ, UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders", Institut Blood and Brain @ Caen-Normandie, Cyceron, 14000 Caen, France, Normandie Université, 14000, Caen, France
| | - Camille Brodin
- Normandie Univ, UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders", Institut Blood and Brain @ Caen-Normandie, Cyceron, 14000 Caen, France, Normandie Université, 14000, Caen, France
| | - Denis Vivien
- Normandie Univ, UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders", Institut Blood and Brain @ Caen-Normandie, Cyceron, 14000 Caen, France, Normandie Université, 14000, Caen, France
- Department of Clinical Research, CHU de Caen Normandy, 14000, Caen, France
| | - Marina Rubio
- Normandie Univ, UNICAEN, INSERM, U1237, PhIND "Physiopathology and Imaging of Neurological Disorders", Institut Blood and Brain @ Caen-Normandie, Cyceron, 14000 Caen, France, Normandie Université, 14000, Caen, France.
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