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Weber RZ, Achón Buil B, Rentsch NH, Bosworth A, Zhang M, Kisler K, Tackenberg C, Rust R. A molecular brain atlas reveals cellular shifts during the repair phase of stroke. J Neuroinflammation 2025; 22:112. [PMID: 40251566 PMCID: PMC12008922 DOI: 10.1186/s12974-025-03437-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2025] [Accepted: 04/02/2025] [Indexed: 04/20/2025] Open
Abstract
Ischemic stroke triggers a cascade of pathological events that affect multiple cell types and often lead to incomplete functional recovery. Despite advances in single-cell technologies, the molecular and cellular responses that contribute to long-term post-stroke impairment remain poorly understood. To gain better insight into the underlying mechanisms, we generated a single-cell transcriptomic atlas from distinct brain regions using a mouse model of permanent focal ischemia at one month post-injury. Our findings reveal cell- and region-specific changes within the stroke-injured and peri-infarct brain tissue. For instance, GABAergic and glutamatergic neurons exhibited upregulated genes in signaling pathways involved in axon guidance and synaptic plasticity, and downregulated pathways associated with aerobic metabolism. Using cell-cell communication analysis, we identified increased strength in predicted interactions within stroke tissue among both neural and non-neural cells via signaling pathways such as those involving collagen, protein tyrosine phosphatase receptor, neuronal growth regulator, laminin, and several cell adhesion molecules. Furthermore, we found a strong correlation between mouse transcriptome responses after stroke and those observed in human nonfatal brain stroke lesions. Common molecular features were linked to inflammatory responses, extracellular matrix organization, and angiogenesis. Our findings provide a detailed resource for advancing our molecular understanding of stroke pathology and for discovering therapeutic targets in the repair phase of stroke recovery.
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Affiliation(s)
- Rebecca Z Weber
- Institute for Regenerative Medicine, University of Zurich, Schlieren, 8952, Switzerland
- Neuroscience Center Zurich, ETH Zurich and University of Zurich, Zurich, 8057, Switzerland
| | - Beatriz Achón Buil
- Institute for Regenerative Medicine, University of Zurich, Schlieren, 8952, Switzerland
- Neuroscience Center Zurich, ETH Zurich and University of Zurich, Zurich, 8057, Switzerland
| | - Nora H Rentsch
- Institute for Regenerative Medicine, University of Zurich, Schlieren, 8952, Switzerland
- Neuroscience Center Zurich, ETH Zurich and University of Zurich, Zurich, 8057, Switzerland
| | - Allison Bosworth
- Department of Physiology and Neuroscience, University of Southern California, Los Angeles, CA, 90033, USA
- Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA
| | - Mingzi Zhang
- Department of Physiology and Neuroscience, University of Southern California, Los Angeles, CA, 90033, USA
- Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA
| | - Kassandra Kisler
- Department of Physiology and Neuroscience, University of Southern California, Los Angeles, CA, 90033, USA
- Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA
| | - Christian Tackenberg
- Institute for Regenerative Medicine, University of Zurich, Schlieren, 8952, Switzerland
- Neuroscience Center Zurich, ETH Zurich and University of Zurich, Zurich, 8057, Switzerland
| | - Ruslan Rust
- Department of Physiology and Neuroscience, University of Southern California, Los Angeles, CA, 90033, USA.
- Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, 90033, USA.
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Maikap S, Lucaciu A, Chakraborty A, Kestner RI, Vutukuri R, Annamneedi A. Targeting the Neuro-vascular Presynaptic Signalling in STROKE: Evidence and Therapeutic Implications. Ann Neurosci 2025:09727531241310048. [PMID: 39886458 PMCID: PMC11775937 DOI: 10.1177/09727531241310048] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2024] [Accepted: 12/09/2024] [Indexed: 02/01/2025] Open
Abstract
Background Stroke is one of the leading causes of death and long-term adult disability worldwide. Stroke causes neurodegeneration and impairs synaptic function. Understanding the role of synaptic proteins and associated signalling pathways in stroke pathology could offer insights into therapeutic approaches as well as improving rehabilitation-related treatment regimes. Purpose The current study aims to analyse synaptic transcriptome changes in acute and long-term post-stroke (1 day, 7 day timepoints), especially focusing on pre- and postsynaptic genes. Methods We performed data mining of the recent mRNA sequence from isolated mouse brain micro-vessels (MBMVs) after transient middle cerebral artery occlusion (tMCAO) stroke model. Using the SynGO (Synaptic Gene Ontologies and annotations) bioinformatics platform we assessed synaptic protein expression and associated pathways, and compared synaptic protein changes at 1 day and 7 day post-stroke. Results Enrichment analysis of the MBMVs identified significant alterations in the expression of genes related to synaptic physiology, synaptic transmission, neuronal structure, and organisation. We identified that the synaptic changes observed at the 7 day timepoint were initiated by the regulation of specific presynaptic candidates 1 day (24h) post-stroke, highlighting the significance of presynaptic regulation in mediating organising of synaptic structures and physiology. Analysis of transcriptomic data from human postmortem stroke brains confirmed similar presynaptic signalling patterns. Conclusion Our findings identify the changes in presynaptic gene regulation in micro-vessels following ischaemic stroke. Targeting presynaptic active zone protein signalling could represent a promising therapeutic target in mitigating ischaemic stroke.
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Affiliation(s)
- Shimantika Maikap
- Department of Biotechnology, School of Bioengineering, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India
| | - Alexandra Lucaciu
- Department of Neurology, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Aheli Chakraborty
- Department of Biotechnology, School of Bioengineering, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India
| | - Roxane Isabelle Kestner
- Department of Neurology, University Hospital Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
- Institute of General Pharmacology and Toxicology, Pharmazentrum Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Rajkumar Vutukuri
- Institute of General Pharmacology and Toxicology, Pharmazentrum Frankfurt, Goethe University Frankfurt, Frankfurt am Main, Germany
| | - Anil Annamneedi
- Department of Biotechnology, School of Bioengineering, SRM Institute of Science and Technology, Kattankulathur, Tamil Nadu, India
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3
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Yan L, Xu K, Liu C, Yu F, Guo J, Hou L, Feng Y, Yang M, Gong Q, Qin D, Qin M, Wang Y, Su H, Lu Y. Polymer-Formulated Nerve Growth Factor Shows Effective Therapeutic Efficacy for Cerebral Microinfarcts. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2025; 37:e2412843. [PMID: 39601176 DOI: 10.1002/adma.202412843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Revised: 10/04/2024] [Indexed: 11/29/2024]
Abstract
Cerebral microinfarcts represent the most prevalent form of ischemic brain injury in the elderly, particularly among those suffering from dementia, Alzheimer's disease, and vascular risk factors. Despite their commonality, effective treatments have remained elusive. Herein, a novel treatment utilizing a polymer-formulated nerve growth factor capable of crossing the blood-brain barrier is reported, which effectively reduced oxidative stress and neuronal apoptosis, reshaped microglia polarization at infarct sites, and decreased the overall microinfarct burden, leading to notable improvements in behavioral and cognitive functions in a mouse model. This work provides a promising new avenue for the treatment of cerebral microinfarcts and other neurodegenerative diseases.
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Affiliation(s)
- Lingli Yan
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macau, 999078, China
| | - Kunyao Xu
- Beijing Advanced Innovation Center for Soft Matter Science and Engineering, College of Life Science and Technology, College of Materials Science and Engineering, Beijing University of Chemical Technology, Beijing, 100029, China
| | - Chaoyong Liu
- Beijing Advanced Innovation Center for Soft Matter Science and Engineering, College of Life Science and Technology, College of Materials Science and Engineering, Beijing University of Chemical Technology, Beijing, 100029, China
| | - Feng Yu
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macau, 999078, China
| | - Jimin Guo
- Beijing Advanced Innovation Center for Soft Matter Science and Engineering, College of Life Science and Technology, College of Materials Science and Engineering, Beijing University of Chemical Technology, Beijing, 100029, China
| | - Lihua Hou
- Beijing Institute of Biotechnology, Beijing, 102206, China
| | - Yicheng Feng
- Beijing Advanced Innovation Center for Soft Matter Science and Engineering, College of Life Science and Technology, College of Materials Science and Engineering, Beijing University of Chemical Technology, Beijing, 100029, China
| | - Mo Yang
- Department of Neurology, Beijing Tiantan Hospital, Beijing, 100071, China
| | - Qihai Gong
- Key Laboratory of Basic Pharmacology of Ministry of Education and Joint International Research Laboratory of Ethnomedicine of Ministry of Education, Zunyi Medical University, Zunyi, 563000, China
| | - Dajiang Qin
- Center for Regenerative Medicine and Health, Hong Kong Institute of Science & Innovation, Chinese Academy of Sciences, Hong Kong, 999077, China
| | - Meng Qin
- Mental Health Center and Center for Preclinical Safety Evaluation of Drugs, West China Hospital, Sichuan University, Chengdu, 610041, China
| | - Yilong Wang
- Department of Neurology, Beijing Tiantan Hospital, Beijing, 100071, China
- Laboratory for Clinical Medicine, Capital Medical University, Beijing, 100069, China
| | - Huanxing Su
- State Key Laboratory of Quality Research in Chinese Medicine, Institute of Chinese Medical Sciences, University of Macau, Macau, 999078, China
| | - Yunfeng Lu
- Beijing Advanced Innovation Center for Soft Matter Science and Engineering, College of Life Science and Technology, College of Materials Science and Engineering, Beijing University of Chemical Technology, Beijing, 100029, China
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4
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Li G, Ma Y, Zhang S, Lin W, Yao X, Zhou Y, Zhao Y, Rao Q, Qu Y, Gao Y, Chen L, Zhang Y, Han F, Sun M, Zhao C. A mechanistic systems biology model of brain microvascular endothelial cell signaling reveals dynamic pathway-based therapeutic targets for brain ischemia. Redox Biol 2024; 78:103415. [PMID: 39520909 PMCID: PMC11584692 DOI: 10.1016/j.redox.2024.103415] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2024] [Revised: 10/31/2024] [Accepted: 10/31/2024] [Indexed: 11/16/2024] Open
Abstract
Ischemic stroke is a significant threat to human health. Currently, there is a lack of effective treatments for stroke, and progress in new neuron-centered drug target development is relatively slow. On the other hand, studies have demonstrated that brain microvascular endothelial cells (BMECs) are crucial components of the neurovascular unit and play pivotal roles in ischemic stroke progression. To better understand the complex multifaceted roles of BMECs in the regulation of ischemic stroke pathophysiology and facilitate BMEC-based drug target discovery, we utilized a transcriptomics-informed systems biology modeling approach and constructed a mechanism-based computational multipathway model to systematically investigate BMEC function and its modulatory potential. Extensive multilevel data regarding complex BMEC pathway signal transduction and biomarker expression under various pathophysiological conditions were used for quantitative model calibration and validation, and we generated dynamic BMEC phenotype maps in response to various stroke-related stimuli to identify potential determinants of BMEC fate under stress conditions. Through high-throughput model sensitivity analyses and virtual target perturbations in model-based single cells, our model predicted that targeting succinate could effectively reverse the detrimental cell phenotype of BMECs under oxygen and glucose deprivation/reoxygenation, a condition that mimics stroke pathogenesis, and we experimentally validated the utility of this new target in terms of regulating inflammatory factor production, free radical generation and tight junction protection in vitro and in vivo. Our work is the first that complementarily couples transcriptomic analysis with mechanistic systems-level pathway modeling in the study of BMEC function and endothelium-based therapeutic targets in ischemic stroke.
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Affiliation(s)
- Geli Li
- School of Pharmacy, Nanjing Medical University, 210000, Nanjing, China; Gusu School, Nanjing Medical University, 215000, Suzhou, China
| | - Yuchen Ma
- School of Pharmacy, Nanjing Medical University, 210000, Nanjing, China
| | - Sujie Zhang
- School of Pharmacy, Nanjing Medical University, 210000, Nanjing, China
| | - Wen Lin
- School of Pharmacy, Nanjing Medical University, 210000, Nanjing, China
| | - Xinyi Yao
- School of Pharmacy, Nanjing Medical University, 210000, Nanjing, China
| | - Yating Zhou
- The First Affiliated Hospital of Nanjing Medical University, 210000, Nanjing, China
| | - Yanyong Zhao
- School of Pharmacy, Nanjing Medical University, 210000, Nanjing, China
| | - Qi Rao
- School of Pharmacy, Nanjing Medical University, 210000, Nanjing, China
| | - Yuchen Qu
- School of Pharmacy, Nanjing Medical University, 210000, Nanjing, China
| | - Yuan Gao
- QSPMed Technologies, 210000, Nanjing, China
| | - Lianmin Chen
- The First Affiliated Hospital of Nanjing Medical University, 210000, Nanjing, China
| | - Yu Zhang
- Department of Biomedical Engineering, School of Medicine, Johns Hopkins University, 21205, Baltimore, USA
| | - Feng Han
- Key Laboratory of Cardiovascular & Cerebrovascular Medicine, Drug Target and Drug Discovery Center, School of Pharmacy, Nanjing Medical University, 210000, Nanjing, China.
| | - Meiling Sun
- School of Basic Medical Sciences, Nanjing Medical University, 210000, Nanjing, China.
| | - Chen Zhao
- School of Pharmacy, Nanjing Medical University, 210000, Nanjing, China; The First Affiliated Hospital of Nanjing Medical University, 210000, Nanjing, China.
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Chucair-Elliott AJ, Pham K, Cleuren ACA, Schafer CM, Griffin CT, Ocanas SR, Freeman WM, Elliott MH. Comparative analysis of In vivo endothelial cell translatomes across central nervous system vascular beds. Exp Eye Res 2024; 248:110101. [PMID: 39303842 PMCID: PMC11532013 DOI: 10.1016/j.exer.2024.110101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Revised: 09/06/2024] [Accepted: 09/17/2024] [Indexed: 09/22/2024]
Abstract
Endothelial cells (ECs) display organ- and tissue-specific heterogeneity. In the eye, the retinal and choroidal vascular beds are distinct networks with different molecular and morphological properties that serve location-specific functions, i.e., the former maintaining a tight barrier and the latter, a permeable fenestrated vasculature. Given that retinal health critically relies on the function of these vascular beds and that their dysfunction is implicated in a variety of retinal diseases, a molecular understanding of both physiological and pathophysiological characteristics of these distinct vasculatures is critical. Given their interspersed anatomic distribution among parenchymal cells, the study of EC gene expression, in vivo, has been hampered by the challenge of isolating pure populations of ocular ECs in sufficient quantities for large-scale transcriptomics. To address this challenge, we present a methodological and analytical workflow to facilitate inter-tissue comparisons of the in vivo EC translatome isolated from choroid, retina, and brain using the Cre-inducible NuTRAP flox construct and two widely-used endothelial Cre mouse lines: constitutive Tie2-Cre and tamoxifen-inducible Cdh5-CreERT2. For each Cre line, inter-tissue comparison of TRAP-RNAseq enrichment (TRAP-isolated translatome vs input transcriptome) showed tissue-specific gene enrichments with differential pathway representation. For each mouse model, inter-tissue comparison of the EC translatome (choroid vs brain, choroid vs retina, and brain vs retina) showed over 50% overlap of differentially expressed genes (DEGs) between the three paired comparisons, with differential pathway representation for each tissue. Pathway analysis of DEGs in the Cdh5-NuTRAP vs Tie2-NuTRAP comparison for retina, choroid, and brain predicted inhibition of processes related to myeloid cell function and activation, consistent with more specific targeting of ECs in the Cdh5-NuTRAP than in the Tie2-NuTRAP model which also targets hematopoietic progenitors giving rise to immune cells. Indeed, while TRAP enriches for EC transcripts in both models, myeloid transcripts were also captured in the Tie2-NuTRAP model which was confirmed using cell sorting. We suggest experimental/analytical considerations should be taken when selecting Cre-lines to target ECs.
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Affiliation(s)
- Ana J Chucair-Elliott
- Genes & Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA.
| | - Kevin Pham
- Genes & Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Audrey C A Cleuren
- Cardiovascular Biology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Christopher M Schafer
- Cardiovascular Biology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Courtney T Griffin
- Cardiovascular Biology Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA
| | - Sarah R Ocanas
- Genes & Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA; Department of Biochemistry & Physiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA
| | - Willard M Freeman
- Genes & Human Disease Research Program, Oklahoma Medical Research Foundation, Oklahoma City, OK, USA.
| | - Michael H Elliott
- Department of Ophthalmology, McGee Eye Institute, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA; Department of Biochemistry & Physiology, University of Oklahoma Health Sciences Center, Oklahoma City, OK, USA.
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Ávila-Gómez P, Shingai Y, Dash S, Liu C, Callegari K, Meyer H, Khodarkovskaya A, Aburakawa D, Uchida H, Faraco G, Garcia-Bonilla L, Anrather J, Lee FS, Iadecola C, Sanchez T. Molecular and Functional Alterations in the Cerebral Microvasculature in an Optimized Mouse Model of Sepsis-Associated Cognitive Dysfunction. eNeuro 2024; 11:ENEURO.0426-23.2024. [PMID: 39266325 PMCID: PMC11439565 DOI: 10.1523/eneuro.0426-23.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2023] [Revised: 05/20/2024] [Accepted: 07/02/2024] [Indexed: 09/14/2024] Open
Abstract
Systemic inflammation has been implicated in the development and progression of neurodegenerative conditions such as cognitive impairment and dementia. Recent clinical studies indicate an association between sepsis, endothelial dysfunction, and cognitive decline. However, the investigations of the role and therapeutic potential of the cerebral microvasculature in sepsis-induced cognitive dysfunction have been limited by the lack of standardized experimental models for evaluating the alterations in the cerebral microvasculature and cognition induced by the systemic inflammatory response. Herein, we validated a mouse model of endotoxemia that recapitulates key pathophysiology related to sepsis-induced cognitive dysfunction, including the induction of an acute systemic hyperinflammatory response, blood-brain barrier (BBB) leakage, neurovascular inflammation, and memory impairment after recovery from the systemic inflammation. In the acute phase, we identified novel molecular (e.g., upregulation of plasmalemma vesicle-associated protein, PLVAP, a driver of endothelial permeability, and the procoagulant plasminogen activator inhibitor-1, PAI-1) and functional perturbations (i.e., albumin and small-molecule BBB leakage) in the cerebral microvasculature along with neuroinflammation. Remarkably, small-molecule BBB permeability, elevated levels of PAI-1, intra-/perivascular fibrin/fibrinogen deposition, and microglial activation persisted 1 month after recovery from sepsis. We also highlight molecular neuronal alterations of potential clinical relevance following systemic inflammation including changes in neurofilament phosphorylation and decreases in postsynaptic density protein 95 and brain-derived neurotrophic factor, suggesting diffuse axonal injury, synapse degeneration, and impaired neurotrophism. Our study serves as a standardized mouse model to support future mechanistic studies of sepsis-associated cognitive dysfunction and to identify novel endothelial therapeutic targets for this devastating condition.
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Affiliation(s)
- Paulo Ávila-Gómez
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York 10065
| | - Yuto Shingai
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York 10065
| | - Sabyasachi Dash
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York 10065
| | - Catherine Liu
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York 10065
| | - Keri Callegari
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York 10065
| | - Heidi Meyer
- Department of Psychiatry, Weill Cornell Medicine, New York, New York 10065
| | - Anne Khodarkovskaya
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York 10065
| | - Daiki Aburakawa
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York 10065
| | - Hiroki Uchida
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York 10065
| | - Giuseppe Faraco
- Department of Neuroscience, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, New York 10065
| | - Lidia Garcia-Bonilla
- Department of Neuroscience, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, New York 10065
| | - Josef Anrather
- Department of Neuroscience, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, New York 10065
| | - Francis S Lee
- Department of Psychiatry, Weill Cornell Medicine, New York, New York 10065
| | - Costantino Iadecola
- Department of Neuroscience, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, New York 10065
| | - Teresa Sanchez
- Department of Pathology and Laboratory Medicine, Weill Cornell Medicine, New York, New York 10065
- Department of Neuroscience, Feil Family Brain and Mind Research Institute, Weill Cornell Medicine, New York, New York 10065
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7
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Weber RZ, Buil BA, Rentsch NH, Bosworth A, Zhang M, Kisler K, Tackenberg C, Zlokovic BV, Rust R. A molecular brain atlas reveals cellular shifts during the repair phase of stroke. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.08.21.608971. [PMID: 39229128 PMCID: PMC11370539 DOI: 10.1101/2024.08.21.608971] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 09/05/2024]
Abstract
Ischemic stroke triggers a cascade of pathological events that affect multiple cell types and often lead to incomplete functional recovery. Despite advances in single-cell technologies, the molecular and cellular responses that contribute to long-term post-stroke impairment remain poorly understood. To gain better insight into the underlying mechanisms, we generated a single-cell transcriptomic atlas from distinct brain regions using a mouse model of permanent focal ischemia at one month post-injury. Our findings reveal cell- and region-specific changes within the stroke-injured and peri-infarct brain tissue. For instance, GABAergic and glutamatergic neurons exhibited upregulated genes in signaling pathways involved in axon guidance and synaptic plasticity, and downregulated pathways associated with aerobic metabolism. Using cell-cell communication analysis, we identified increased strength in predicted interactions within stroke tissue among both neural and non-neural cells via signaling pathways such as those involving collagen, protein tyrosine phosphatase receptor, neuronal growth regulator, laminin, and several cell adhesion molecules. Furthermore, we found a strong correlation between mouse transcriptome responses after stroke and those observed in human nonfatal brain stroke lesions. Common molecular features were linked to inflammatory responses, extracellular matrix organization, and angiogenesis. Our findings provide a detailed resource for advancing our molecular understanding of stroke pathology and for discovering therapeutic targets in the repair phase of stroke recovery.
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Affiliation(s)
- Rebecca Z Weber
- Institute for Regenerative Medicine, University of Zurich, Schlieren, Switzerland
- Neuroscience Center Zurich, ETH Zurich and University of Zurich, Zurich, Switzerland
| | - Beatriz Achón Buil
- Institute for Regenerative Medicine, University of Zurich, Schlieren, Switzerland
- Neuroscience Center Zurich, ETH Zurich and University of Zurich, Zurich, Switzerland
| | - Nora H Rentsch
- Institute for Regenerative Medicine, University of Zurich, Schlieren, Switzerland
- Neuroscience Center Zurich, ETH Zurich and University of Zurich, Zurich, Switzerland
| | - Allison Bosworth
- Department of Physiology and Neuroscience, University of Southern California, Los Angeles, USA
- Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, USA
| | - Mingzi Zhang
- Department of Physiology and Neuroscience, University of Southern California, Los Angeles, USA
- Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, USA
| | - Kassandra Kisler
- Department of Physiology and Neuroscience, University of Southern California, Los Angeles, USA
- Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, USA
| | - Christian Tackenberg
- Institute for Regenerative Medicine, University of Zurich, Schlieren, Switzerland
- Neuroscience Center Zurich, ETH Zurich and University of Zurich, Zurich, Switzerland
| | - Berislav V Zlokovic
- Department of Physiology and Neuroscience, University of Southern California, Los Angeles, USA
- Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, USA
| | - Ruslan Rust
- Institute for Regenerative Medicine, University of Zurich, Schlieren, Switzerland
- Neuroscience Center Zurich, ETH Zurich and University of Zurich, Zurich, Switzerland
- Department of Physiology and Neuroscience, University of Southern California, Los Angeles, USA
- Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, USA
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8
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Che J, Sun Y, Deng Y, Zhang J. Blood-brain barrier disruption: a culprit of cognitive decline? Fluids Barriers CNS 2024; 21:63. [PMID: 39113115 PMCID: PMC11305076 DOI: 10.1186/s12987-024-00563-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2024] [Accepted: 07/31/2024] [Indexed: 08/10/2024] Open
Abstract
Cognitive decline covers a broad spectrum of disorders, not only resulting from brain diseases but also from systemic diseases, which seriously influence the quality of life and life expectancy of patients. As a highly selective anatomical and functional interface between the brain and systemic circulation, the blood-brain barrier (BBB) plays a pivotal role in maintaining brain homeostasis and normal function. The pathogenesis underlying cognitive decline may vary, nevertheless, accumulating evidences support the role of BBB disruption as the most prevalent contributing factor. This may mainly be attributed to inflammation, metabolic dysfunction, cell senescence, oxidative/nitrosative stress and excitotoxicity. However, direct evidence showing that BBB disruption causes cognitive decline is scarce, and interestingly, manipulation of the BBB opening alone may exert beneficial or detrimental neurological effects. A broad overview of the present literature shows a close relationship between BBB disruption and cognitive decline, the risk factors of BBB disruption, as well as the cellular and molecular mechanisms underlying BBB disruption. Additionally, we discussed the possible causes leading to cognitive decline by BBB disruption and potential therapeutic strategies to prevent BBB disruption or enhance BBB repair. This review aims to foster more investigations on early diagnosis, effective therapeutics, and rapid restoration against BBB disruption, which would yield better cognitive outcomes in patients with dysregulated BBB function, although their causative relationship has not yet been completely established.
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Affiliation(s)
- Ji Che
- Department of Anesthesiology, Fudan University Shanghai Cancer Center, No.270 Dong'An Road, Xuhui District, Shanghai, 200032, P. R. China
| | - Yinying Sun
- Department of Anesthesiology, Fudan University Shanghai Cancer Center, No.270 Dong'An Road, Xuhui District, Shanghai, 200032, P. R. China
| | - Yixu Deng
- Department of Anesthesiology, Fudan University Shanghai Cancer Center, No.270 Dong'An Road, Xuhui District, Shanghai, 200032, P. R. China
| | - Jun Zhang
- Department of Anesthesiology, Fudan University Shanghai Cancer Center, No.270 Dong'An Road, Xuhui District, Shanghai, 200032, P. R. China.
- Department of Oncology, Shanghai Medical College, Fudan University, Shanghai, 200032, P. R. China.
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9
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Ávila-Gómez P, Shingai Y, Dash S, Liu C, Callegari K, Meyer H, Khodarkovskaya A, Aburakawa D, Uchida H, Faraco G, Garcia-Bonilla L, Anrather J, Lee FS, Iadecola C, Sanchez T. Molecular and functional alterations in the cerebral microvasculature in an optimized mouse model of sepsis-associated cognitive dysfunction. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.28.596050. [PMID: 38853992 PMCID: PMC11160628 DOI: 10.1101/2024.05.28.596050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2024]
Abstract
Systemic inflammation has been implicated in the development and progression of neurodegenerative conditions such as cognitive impairment and dementia. Recent clinical studies indicate an association between sepsis, endothelial dysfunction, and cognitive decline. However, the investigations of the role and therapeutic potential of the cerebral microvasculature in systemic inflammation-induced cognitive dysfunction have been limited by the lack of standardized experimental models for evaluating the alterations in the cerebral microvasculature and cognition induced by the systemic inflammatory response. Herein, we validated a mouse model of endotoxemia that recapitulates key pathophysiology related to sepsis-induced cognitive dysfunction, including the induction of an acute systemic hyperinflammatory response, blood-brain barrier (BBB) leakage, neurovascular inflammation, and memory impairment after recovery from the systemic inflammatory response. In the acute phase, we identified novel molecular (e.g. upregulation of plasmalemma vesicle associated protein, a driver of endothelial permeability, and the pro-coagulant plasminogen activator inhibitor-1, PAI-1) and functional perturbations (i.e., albumin and small molecule BBB leakage) in the cerebral microvasculature along with neuroinflammation. Remarkably, small molecule BBB permeability, elevated levels of PAI-1, intra/perivascular fibrin/fibrinogen deposition and microglial activation persisted 1 month after recovery from sepsis. We also highlight molecular neuronal alterations of potential clinical relevance following systemic inflammation including changes in neurofilament phosphorylation and decreases in postsynaptic density protein 95 and brain-derived neurotrophic factor suggesting diffuse axonal injury, synapse degeneration and impaired neurotrophism. Our study serves as a standardized model to support future mechanistic studies of sepsis-associated cognitive dysfunction and to identify novel endothelial therapeutic targets for this devastating condition. SIGNIFICANCE The limited knowledge of how systemic inflammation contributes to cognitive decline is a major obstacle to the development of novel therapies for dementia and other neurodegenerative diseases. Clinical evidence supports a role for the cerebral microvasculature in sepsis-induced neurocognitive dysfunction, but the investigation of the underlying mechanisms has been limited by the lack of standardized experimental models. Herein, we optimized a mouse model that recapitulates important pathophysiological aspects of systemic inflammation-induced cognitive decline and identified key alterations in the cerebral microvasculature associated with cognitive dysfunction. Our study provides a reliable experimental model for mechanistic studies and therapeutic discovery of the impact of systemic inflammation on cerebral microvascular function and the development and progression of cognitive impairment.
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Nong J, Glassman PM, Shuvaev VV, Reyes-Esteves S, Descamps HC, Kiseleva RY, Papp TE, Alameh MG, Tam YK, Mui BL, Omo-Lamai S, Zamora ME, Shuvaeva T, Arguiri E, Gong X, Brysgel TV, Tan AW, Woolfork AG, Weljie A, Thaiss CA, Myerson JW, Weissman D, Kasner SE, Parhiz H, Muzykantov VR, Brenner JS, Marcos-Contreras OA. Targeting lipid nanoparticles to the blood-brain barrier to ameliorate acute ischemic stroke. Mol Ther 2024; 32:1344-1358. [PMID: 38454606 PMCID: PMC11081939 DOI: 10.1016/j.ymthe.2024.03.004] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 01/28/2024] [Accepted: 03/05/2024] [Indexed: 03/09/2024] Open
Abstract
Effective delivery of mRNA or small molecule drugs to the brain is a significant challenge in developing treatment for acute ischemic stroke (AIS). To address the problem, we have developed targeted nanomedicine to increase drug concentrations in endothelial cells of the blood-brain barrier (BBB) of the injured brain. Inflammation during ischemic stroke causes continuous neuronal death and an increase in the infarct volume. To enable targeted delivery to the inflamed BBB, we conjugated lipid nanocarriers (NCs) with antibodies that bind cell adhesion molecules expressed at the BBB. In the transient middle cerebral artery occlusion mouse model, NCs targeted to vascular cellular adhesion molecule-1 (VCAM) achieved the highest level of brain delivery, nearly two orders of magnitude higher than untargeted ones. VCAM-targeted lipid nanoparticles with luciferase-encoding mRNA and Cre-recombinase showed selective expression in the ischemic brain. Anti-inflammatory drugs administered intravenously after ischemic stroke reduced cerebral infarct volume by 62% (interleukin-10 mRNA) or 35% (dexamethasone) only when they were encapsulated in VCAM-targeted NCs. Thus, VCAM-targeted lipid NCs represent a new platform for strongly concentrating drugs within the compromised BBB of penumbra, thereby ameliorating AIS.
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Affiliation(s)
- Jia Nong
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Patrick M Glassman
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Pharmaceutical Sciences, School of Pharmacy, Temple University, Philadelphia, PA, USA
| | - Vladimir V Shuvaev
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Sahily Reyes-Esteves
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Helene C Descamps
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Raisa Y Kiseleva
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Tyler E Papp
- Division of Infectious Diseases, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Mohamad-Gabriel Alameh
- Division of Infectious Diseases, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Ying K Tam
- Acuitas Therapeutics, Vancouver, British Columbia V6T 1Z3, Canada
| | - Barbara L Mui
- Acuitas Therapeutics, Vancouver, British Columbia V6T 1Z3, Canada
| | - Serena Omo-Lamai
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA, USA
| | - Marco E Zamora
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Tea Shuvaeva
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Evguenia Arguiri
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Xijing Gong
- Department of Bioengineering, School of Engineering and Applied Sciences, University of Pennsylvania, Philadelphia, PA, USA
| | - Taylor V Brysgel
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Ai Wen Tan
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Ashley G Woolfork
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Aalim Weljie
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Christoph A Thaiss
- Department of Microbiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Institute for Diabetes, Obesity and Metabolism, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA; Institute for Immunology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Jacob W Myerson
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA
| | - Drew Weissman
- Division of Infectious Diseases, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Scott E Kasner
- Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Hamideh Parhiz
- Division of Infectious Diseases, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
| | - Vladimir R Muzykantov
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
| | - Jacob S Brenner
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Division of Pulmonary Allergy, and Critical Care, Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
| | - Oscar A Marcos-Contreras
- Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA; Department of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.
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Williamson MR, Le SP, Franzen RL, Donlan NA, Rosow JL, Nicot-Cartsonis MS, Cervantes A, Deneen B, Dunn AK, Jones TA, Drew MR. Subventricular zone cytogenesis provides trophic support for neural repair in a mouse model of stroke. Nat Commun 2023; 14:6341. [PMID: 37816732 PMCID: PMC10564905 DOI: 10.1038/s41467-023-42138-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2023] [Accepted: 09/28/2023] [Indexed: 10/12/2023] Open
Abstract
Stroke enhances proliferation of neural precursor cells within the subventricular zone (SVZ) and induces ectopic migration of newborn cells towards the site of injury. Here, we characterize the identity of cells arising from the SVZ after stroke and uncover a mechanism through which they facilitate neural repair and functional recovery. With genetic lineage tracing, we show that SVZ-derived cells that migrate towards cortical photothrombotic stroke in mice are predominantly undifferentiated precursors. We find that ablation of neural precursor cells or conditional knockout of VEGF impairs neuronal and vascular reparative responses and worsens recovery. Replacement of VEGF is sufficient to induce neural repair and recovery. We also provide evidence that CXCL12 from peri-infarct vasculature signals to CXCR4-expressing cells arising from the SVZ to direct their ectopic migration. These results support a model in which vasculature surrounding the site of injury attracts cells from the SVZ, and these cells subsequently provide trophic support that drives neural repair and recovery.
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Affiliation(s)
- Michael R Williamson
- Institute for Neuroscience, University of Texas at Austin, Austin, TX, USA.
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX, USA.
| | - Stephanie P Le
- Department of Psychology, University of Texas at Austin, Austin, TX, USA
| | - Ronald L Franzen
- Department of Psychology, University of Texas at Austin, Austin, TX, USA
- School of Medicine, Baylor College of Medicine, Houston, TX, USA
| | - Nicole A Donlan
- Department of Psychology, University of Texas at Austin, Austin, TX, USA
| | - Jill L Rosow
- Department of Psychology, University of Texas at Austin, Austin, TX, USA
| | | | - Alexis Cervantes
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX, USA
- Center for Cancer Neuroscience and Department of Neurosurgery, Baylor College of Medicine, Houston, TX, USA
| | - Benjamin Deneen
- Center for Cell and Gene Therapy, Baylor College of Medicine, Houston, TX, USA
- Center for Cancer Neuroscience and Department of Neurosurgery, Baylor College of Medicine, Houston, TX, USA
| | - Andrew K Dunn
- Institute for Neuroscience, University of Texas at Austin, Austin, TX, USA
- Department of Biomedical Engineering, University of Texas at Austin, Austin, TX, USA
| | - Theresa A Jones
- Institute for Neuroscience, University of Texas at Austin, Austin, TX, USA
- Department of Psychology, University of Texas at Austin, Austin, TX, USA
| | - Michael R Drew
- Institute for Neuroscience, University of Texas at Austin, Austin, TX, USA
- Center for Learning and Memory and Department of Neuroscience, University of Texas at Austin, Austin, TX, USA
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12
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Nong J, Glassman PM, Reyes-Esteves S, Descamps HC, Shuvaev VV, Kiseleva RY, Papp TE, Alameh MG, Tam YK, Mui BL, Omo-Lamai S, Zamora ME, Shuvaeva T, Arguiri E, Thaiss CA, Myerson JW, Weissman D, Kasner SE, Parhiz H, Muzykantov VR, Brenner JS, Marcos-Contreras OA. Targeting lipid nanoparticles to the blood brain barrier to ameliorate acute ischemic stroke. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.06.12.544645. [PMID: 37398465 PMCID: PMC10312645 DOI: 10.1101/2023.06.12.544645] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/04/2023]
Abstract
After more than 100 failed drug trials for acute ischemic stroke (AIS), one of the most commonly cited reasons for the failure has been that drugs achieve very low concentrations in the at-risk penumbra. To address this problem, here we employ nanotechnology to significantly enhance drug concentration in the penumbra's blood-brain barrier (BBB), whose increased permeability in AIS has long been hypothesized to kill neurons by exposing them to toxic plasma proteins. To devise drug-loaded nanocarriers targeted to the BBB, we conjugated them with antibodies that bind to various cell adhesion molecules on the BBB endothelium. In the transient middle cerebral artery occlusion (tMCAO) mouse model, nanocarriers targeted with VCAM antibodies achieved the highest level of brain delivery, nearly 2 orders of magnitude higher than untargeted ones. VCAM-targeted lipid nanoparticles loaded with either a small molecule drug (dexamethasone) or mRNA (encoding IL-10) reduced cerebral infarct volume by 35% or 73%, respectively, and both significantly lowered mortality rates. In contrast, the drugs delivered without the nanocarriers had no effect on AIS outcomes. Thus, VCAM-targeted lipid nanoparticles represent a new platform for strongly concentrating drugs within the compromised BBB of penumbra, thereby ameliorating AIS. Graphical abstract Acute ischemic stroke induces upregulation of VCAM. We specifically targeted upregulated VCAM in the injured region of the brain with drug- or mRNA-loaded targeted nanocarriers. Nanocarriers targeted with VCAM antibodies achieved the highest brain delivery, nearly orders of magnitude higher than untargeted ones. VCAM-targeted nanocarriers loaded with dexamethasone and mRNA encoding IL-10 reduced infarct volume by 35% and 73%, respectively, and improved survival rates.
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