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Wang X, Huang X. Risk factors and predictive indicators of rupture in cerebral aneurysms. Front Physiol 2024; 15:1454016. [PMID: 39301423 PMCID: PMC11411460 DOI: 10.3389/fphys.2024.1454016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Accepted: 08/23/2024] [Indexed: 09/22/2024] Open
Abstract
Cerebral aneurysms are abnormal dilations of blood vessels in the brain that have the potential to rupture, leading to subarachnoid hemorrhage and other serious complications. Early detection and prediction of aneurysm rupture are crucial for effective management and prevention of rupture-related morbidities and mortalities. This review aims to summarize the current knowledge on risk factors and predictive indicators of rupture in cerebral aneurysms. Morphological characteristics such as aneurysm size, shape, and location, as well as hemodynamic factors including blood flow patterns and wall shear stress, have been identified as important factors influencing aneurysm stability and rupture risk. In addition to these traditional factors, emerging evidence suggests that biological and genetic factors, such as inflammation, extracellular matrix remodeling, and genetic polymorphisms, may also play significant roles in aneurysm rupture. Furthermore, advancements in computational fluid dynamics and machine learning algorithms have enabled the development of novel predictive models for rupture risk assessment. However, challenges remain in accurately predicting aneurysm rupture, and further research is needed to validate these predictors and integrate them into clinical practice. By elucidating and identifying the various risk factors and predictive indicators associated with aneurysm rupture, we can enhance personalized risk assessment and optimize treatment strategies for patients with cerebral aneurysms.
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Affiliation(s)
- Xiguang Wang
- Department of Research & Development Management, Shanghai Aohua Photoelectricity Endoscope Co., Ltd., Shanghai, China
| | - Xu Huang
- Department of Research & Development Management, Shanghai Aohua Photoelectricity Endoscope Co., Ltd., Shanghai, China
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2
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Lauzier DC, Srienc AI, Vellimana AK, Dacey Jr RG, Zipfel GJ. Peripheral macrophages in the development and progression of structural cerebrovascular pathologies. J Cereb Blood Flow Metab 2024; 44:169-191. [PMID: 38000039 PMCID: PMC10993883 DOI: 10.1177/0271678x231217001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 09/10/2023] [Accepted: 09/15/2023] [Indexed: 11/26/2023]
Abstract
The human cerebrovascular system is responsible for maintaining neural function through oxygenation, nutrient supply, filtration of toxins, and additional specialized tasks. While the cerebrovascular system has resilience imparted by elaborate redundant collateral circulation from supportive tertiary structures, it is not infallible, and is susceptible to developing structural vascular abnormalities. The causes of this class of structural cerebrovascular diseases can be broadly categorized as 1) intrinsic developmental diseases resulting from genetic or other underlying aberrations (arteriovenous malformations and cavernous malformations) or 2) extrinsic acquired diseases that cause compensatory mechanisms to drive vascular remodeling (aneurysms and arteriovenous fistulae). Cerebrovascular diseases of both types pose significant risks to patients, in some cases leading to death or disability. The drivers of such diseases are extensive, yet inflammation is intimately tied to all of their progressions. Central to this inflammatory hypothesis is the role of peripheral macrophages; targeting this critical cell type may lead to diagnostic and therapeutic advancement in this area. Here, we comprehensively review the role that peripheral macrophages play in cerebrovascular pathogenesis, provide a schema through which macrophage behavior can be understood in cerebrovascular pathologies, and describe emerging diagnostic and therapeutic avenues in this area.
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Affiliation(s)
- David C Lauzier
- Department of Neurological Surgery, Washington University School of Medicine, St. Louis, MO, USA
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Anja I Srienc
- Department of Neurological Surgery, Washington University School of Medicine, St. Louis, MO, USA
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA
| | - Ananth K Vellimana
- Department of Neurological Surgery, Washington University School of Medicine, St. Louis, MO, USA
- Mallinckrodt Institute of Radiology, Washington University School of Medicine, St. Louis, MO, USA
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
| | - Ralph G Dacey Jr
- Department of Neurological Surgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Gregory J Zipfel
- Department of Neurological Surgery, Washington University School of Medicine, St. Louis, MO, USA
- Department of Neurology, Washington University School of Medicine, St. Louis, MO, USA
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Ma P, Li Y, Feng Y, Wu G, Li B, Wu H. The Application of Multiple Magnetic Resonance Scanning Techniques in Evaluating the Stability of Intracranial Aneurysms. Int J Gen Med 2023; 16:2003-2011. [PMID: 37256082 PMCID: PMC10225275 DOI: 10.2147/ijgm.s402255] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2023] [Accepted: 04/28/2023] [Indexed: 06/01/2023] Open
Abstract
Purpose To evaluate the stability of unruptured intracranial aneurysm (UIA) with high-resolution magnetic resonance imaging of the vessel wall (HR-VWI). Materials and Methods A total of 92 UIA patients were enrolled. After MRA, HR-VWI imaging, the reconstruction of volume rendering (VR) and maximum intensity projection (MIP) were performed to observe the location and size of aneurysms, AR value (ratio of aneurysm height to aneurysmal diameter), SR value (ratio of maximum tumor depth to proximal parent artery diameter), and signal intensity were measured. Results There were 7 aneurysms with UIA located in the anterior cerebral artery, 31 aneurysms with UIA in the middle cerebral artery, 1 aneurysm with UIA in the posterior cerebral artery, 18 aneurysms with UIA in the anterior communication, 5 aneurysms with UIA in the posterior communication, 34 aneurysms with UIA in the intracranial segment of the internal carotid artery and 3 aneurysms with UIA in the vertebral artery. Among them, 8 patients had more than two multiple aneurysms. The lesion size was 2-38mm (6.3 ± 5.09). There are 46 aneurysms with wall enhancement: the maximum SR value was 7.03 and the minimum 1.2, and the maximum AR value was 7.5 and the minimum 1.0. Fifty-five aneurysms showed no enhancement of the tumor wall. The maximum SR value was 4.55 and the minimum 0.58, and the maximum AR value was 4.0 and the minimum 0.6, respectively. Patients were divided into a stable group and an unstable group according to the aneurysm wall. The enhancement rate, SR value, and AR value in the stable aneurysm group were significantly lower than those in the unstable aneurysm group (P < 0.05). Conclusion MRA and HR-VWI can objectively reflect the stability of aneurysms by judging the morphology, SR value, and signal enhancement of UIA, and can provide a certain basis for diagnosis and treatment, which has become routine examination.
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Affiliation(s)
- Pengcheng Ma
- Department of Radiology, Kunming Yan ‘an Hospital, Kunming, 650000, People’s Republic of China
| | - Yadi Li
- Department of Ophthalmology, Affiliated Hospital of Yunnan University, Kunming, 650000, People’s Republic of China
| | - Yusen Feng
- Department of Radiology, Kunming Yan ‘an Hospital, Kunming, 650000, People’s Republic of China
| | - Gang Wu
- Department of Neurology, Kunming Yan ‘an Hospital, Kunming, 650000, People’s Republic of China
| | - Bin Li
- Department of Neurosurgery, Kunming Yan ‘an Hospital, Kunming, 650000, People’s Republic of China
| | - Haiyan Wu
- Department of Cardiovascular, Affiliated Hospital of Kunming University of Science and Technology, Kunming, 650000, People’s Republic of China
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Nowicki KW, Mittal AM, Abou-Al-Shaar H, Rochlin EK, Lang MJ, Gross BA, Friedlander RM. A Future Blood Test to Detect Cerebral Aneurysms. Cell Mol Neurobiol 2023:10.1007/s10571-023-01346-4. [PMID: 37046105 DOI: 10.1007/s10571-023-01346-4] [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: 01/05/2023] [Accepted: 04/04/2023] [Indexed: 04/14/2023]
Abstract
Intracranial aneurysms are reported to affect 2-5% of the population. Despite advances in the surgical management of this disease, diagnostic technologies have marginally improved and still rely on expensive or invasive imaging procedures. Currently, there is no blood-based test to detect cerebral aneurysm formation or quantify the risk of rupture. The aim of this review is to summarize current literature on the mechanism of aneurysm formation, specifically studies relating to inflammation, and provide a rationale and commentary on a hypothetical future blood-based test. Efforts should be focused on clinical-translational approaches to create an assay to screen for cerebral aneurysm presence and risk-stratify patients to allow for superior treatment timing and management. Cerebral Aneurysm Blood Test Considerations: There are multiple caveats to development of a putative blood test to detect cerebral aneurysm presence.
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Affiliation(s)
- Kamil W Nowicki
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA.
| | - Aditya M Mittal
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Hussam Abou-Al-Shaar
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Emma K Rochlin
- Loyola University Stritch School of Medicine, Loyola University Medical Center, Maywood, IL, USA
| | - Michael J Lang
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Bradley A Gross
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
| | - Robert M Friedlander
- Department of Neurosurgery, University of Pittsburgh Medical Center, Pittsburgh, PA, USA
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Poppenberg KE, Chien A, Santo BA, Chaves L, Veeturi SS, Waqas M, Monteiro A, Dmytriw AA, Burkhardt JK, Mokin M, Snyder KV, Siddiqui AH, Tutino VM. Profiling of Circulating Gene Expression Reveals Molecular Signatures Associated with Intracranial Aneurysm Rupture Risk. Mol Diagn Ther 2023; 27:115-127. [PMID: 36460938 PMCID: PMC9924426 DOI: 10.1007/s40291-022-00626-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/30/2022] [Indexed: 12/04/2022]
Abstract
BACKGROUND Following detection, rupture risk assessment for intracranial aneurysms (IAs) is critical. Towards molecular prognostics, we hypothesized that circulating blood RNA expression profiles are associated with IA risk. METHODS We performed RNA sequencing on 68 blood samples from IA patients. Here, patients were categorized as either high or low risk by assessment of aneurysm size (≥ 5 mm = high risk) and Population, Hypertension, Age, Size, Earlier subarachnoid hemorrhage, Site (PHASES) score (≥ 1 = high risk). Modified F-statistics and Benjamini-Hochberg false discovery rate correction was performed on transcripts per million-normalized gene counts. Protein-coding genes expressed in ≥ 50% of samples with a q value < 0.05 and an absolute fold-change ≥ 2 were considered significantly differentially expressed. Bioinformatics in Ingenuity Pathway Analysis was performed to understand the biology of risk-associated expression profiles. Association was assessed between gene expression and risk via Pearson correlation analysis. Linear discriminant analysis models using significant genes were created and validated for classification of high-risk cases. RESULTS We analyzed transcriptomes of 68 IA patients. In these cases, 31 IAs were large (≥ 5 mm), while 26 IAs had a high PHASES score. Based on size, 36 genes associated with high-risk IAs, and two were correlated with the size measurement. Alternatively, based on PHASES score, 76 genes associated with high-risk cases, and nine of them showed significant correlation to the score. Similar ontological terms were associated with both gene profiles, which reflected inflammatory signaling and vascular remodeling. Prediction models based on size and PHASES stratification were able to correctly predict IA risk status, with > 80% testing accuracy for both. CONCLUSIONS Here, we identified genes associated with IA risk, as quantified by common clinical metrics. Preliminary classification models demonstrated feasibility of assessing IA risk using whole blood expression.
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Affiliation(s)
- Kerry E Poppenberg
- Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA
- Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA
| | - Aichi Chien
- Department of Radiology, University of California Los Angeles, Los Angeles, CA, USA
| | - Briana A Santo
- Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA
- Department of Pathology and Anatomical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Lee Chaves
- Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA
- Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA
| | - Sricharan S Veeturi
- Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA
- Department of Mechanical and Aerospace Engineering, University at Buffalo, Buffalo, NY, USA
| | - Muhammad Waqas
- Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA
- Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA
| | - Andre Monteiro
- Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA
- Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA
| | - Adam A Dmytriw
- Neuroendovascular Program, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Jan-Karl Burkhardt
- Department of Neurosurgery, University of Pennsylvania, Philadelphia, PA, USA
| | - Maxim Mokin
- Department of Neurosurgery, University of South Florida, Tampa, FL, USA
| | - Kenneth V Snyder
- Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA
- Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA
| | - Adnan H Siddiqui
- Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA
- Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA
| | - Vincent M Tutino
- Canon Stroke and Vascular Research Center, University at Buffalo, 875 Ellicott Street, Buffalo, NY, 14203, USA.
- Department of Neurosurgery, University at Buffalo, Buffalo, NY, USA.
- Department of Pathology and Anatomical Sciences, University at Buffalo, Buffalo, NY, USA.
- Department of Mechanical and Aerospace Engineering, University at Buffalo, Buffalo, NY, USA.
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Snigdha M, Akter A, Amin MA, Islam MZ. Bioinformatics approach to analyse COVID-19 biomarkers accountable for generation of intracranial aneurysm in COVID-19 patients. INFORMATICS IN MEDICINE UNLOCKED 2023; 39:101247. [PMID: 37159621 PMCID: PMC10141791 DOI: 10.1016/j.imu.2023.101247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Revised: 04/17/2023] [Accepted: 04/17/2023] [Indexed: 05/11/2023] Open
Abstract
COVID-19 became a health emergency on January 30, 2020. SARS-CoV-2 is the causative agent of the coronavirus disease known as COVID-19 and can develop cardiometabolic and neurological disorders. Intracranial aneurysm (IA) is considered the most significant reason for hemorrhagic stroke,and it accounts for approximately 85% of all subarachnoid hemorrhages (SAH). Retinoid signaling abnormalities may explain COVID-19's pathogenesis with inhibition of AEH2, from which COVID-19 infection may enhance aneurysm formation and rupture due to abrupt blood pressure changes, endothelial cell injury, and systemic inflammation. The objective of this study was to investigate the potential biomarkers, differentially expressed genes (DEGs), and metabolic pathways associated with both COVID-19 and intracranial aneurysm (IA) using simulation databases like DIsGeNET. The purpose was to confirm prior findings and gain a comprehensive understanding of the underlying mechanisms that contribute to the development of these conditions. We combined the regulated genes to describe intracranial aneurysm formation in COVID-19. To determine DEGs in COVID-19 and IA patient tissues, we compared gene expression transcriptomic datasets from healthy and diseased individuals. There were 41 differentially expressed genes (DEGs) shared by both the COVID-19 and IA datasets (27 up-regulated genes and 14 down-regulated genes). Using protein-protein interaction analysis, we were able to identify hub proteins (C3, NCR1, IL10RA, OXTR, RSAD2, CD38, IL10RB, MX1, IL10, GFAP, IFIT3, XAF1, USP18, OASL, IFI6, EPSTI1, CMPK2, and ISG15), which were not described as key proteins for both COVID-19 and IA before. We also used Gene Ontology analysis (6 significant ontologies were validated), Pathway analysis (the top 20 were validated), TF-Gene interaction analysis, Gene miRNA analysis, and Drug-Protein interaction analysis methods to comprehend the extensive connection between COVID-19 and IA. In Drug-Protein interaction analysis, we have gotten the following three drugs: LLL-3348, CRx139, and AV41 against IL10 which was both common for COVID-19 and IA disease. Our study with different cabalistic methods has showed the interaction between the proteins and pathways with drug analysis which may direct further treatment development for certain diseases.
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Affiliation(s)
- Mahajabin Snigdha
- Department of Pharmacy, Islamic University, Kushtia, 7003, Bangladesh
| | - Azifa Akter
- Department of Pharmacy, Islamic University, Kushtia, 7003, Bangladesh
| | - Md Al Amin
- Department of Computer Science & Engineering, Prime University, Dhaka, 1216, Bangladesh
| | - Md Zahidul Islam
- Department of Information & Communication Technology, Islamic University, Kushtia, 7003, Bangladesh
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Hale AT, He J, Jones J. Multinational Genome-Wide Association Study and Functional Genomics Analysis Implicates Decreased SIRT3 Expression Underlying Intracranial Aneurysm Risk. Neurosurgery 2022; 91:625-632. [PMID: 35838494 DOI: 10.1227/neu.0000000000002082] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2022] [Accepted: 05/23/2022] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND The genetic mechanisms regulating intracranial aneurysm (IA) formation and rupture are largely unknown. To identify germline-genetic risk factors for IA, we perform a multinational genome-wide association study (GWAS) of individuals from the United Kingdom, Finland, and Japan. OBJECTIVE To identify a shared, multinational genetic basis of IA. METHODS Using GWAS summary statistics from UK Biobank, FinnGen, and Biobank Japan, we perform a meta-analysis of IA, containing ruptured and unruptured IA cases. Logistic regression was used to identify IA-associated single-nucleotide polymorphisms. Effect size was calculated using the coefficient r , estimating the contribution of the single-nucleotide polymorphism to the genetic variance of the trait. Genome-wide significance was set at 5.0 × 10 -8 . Expression quantitative trait loci mapping and functional genomics approaches were used to infer mechanistic consequences of implicated variants. RESULTS Our cohort contained 155 154 individuals (3132 IA cases and 152 022 controls). We identified 4 genetic loci reaching genome-wide: rs73392700 ( SIRT3 , effect size = 0.28, P = 4.3 × 10 -12 ), rs58721068 ( EDNRA , effect size = -0.20, P = 4.8 × 10 -12 ), rs4977574 ( AL359922.1 , effect size = 0.18, P = 7.9 × 10 -12 ), and rs11105337 ( ATP2B1 , effect size = -0.15, P = 3.4 × 10 -8 ). Expression quantitative trait loci mapping suggests that rs73392700 has a large effect size on SIRT3 gene expression in arterial and muscle, but not neurological, tissues. Functional genomics analysis suggests that rs73392700 causes decreased SIRT3 gene expression. CONCLUSION We perform a multinational GWAS of IA and identify 4 genetic risk loci, including 2 novel IA risk loci ( SIRT3 and AL359922.1 ). Identification of high-risk genetic loci across ancestries will enable population-genetic screening approaches to identify patients with IA.
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Affiliation(s)
- Andrew T Hale
- Department of Neurosurgery, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Jing He
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | - Jesse Jones
- Department of Neurosurgery, University of Alabama at Birmingham, Birmingham, Alabama, USA
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Rabelo NN, Pipek LZ, Nascimento RFV, Telles JPM, Barbato NC, Coelho ACSDS, Barbosa GB, Yoshikawa MH, Teixeira MJ, Figueiredo EG. Could outcomes of intracranial aneurysms be better predict using serum creatinine and glomerular filtration rate? Acta Cir Bras 2022; 37:e370107. [PMID: 35416861 PMCID: PMC9000976 DOI: 10.1590/acb370107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2021] [Accepted: 12/19/2021] [Indexed: 12/04/2022] Open
Abstract
Purpose: To analyze the role of serum creatinine levels as a biomarker of intracranial
aneurysm outcomes. Methods: This is a prospective analysis of outcomes of patients with intracranial
aneurysm. One hundred forty-seven patients with serum creatinine at
admission and 6 months follow up were included. Linear and logistic
regressions were used to analyze the data. Modified Rankin scale (mRS) was
used to assess outcome. Results: Creatinine level was not directly related to aneurysm outcome nor aneurysm
rupture (p > 0.05). However, patients with a glomerular filtration rate
(GFR) lower than 72.50 mL·min–1 had an odds ratio (OR) of 3.049
(p = 0.006) for worse outcome. Similarly, aneurysm rupture had an OR of
2.957 (p = 0.014) for worse outcomes. Stepwise selection model selected 4
variables for outcomes prediction: serum creatinine, sex, hypertension and
treatment. Hypertensive patients had, on average, an increase in 0.588 in
mRS (p = 0.022), while treatment with microsurgery had a decrease in 0.555
(p = 0.038). Conclusions: Patients with higher GFR had better outcomes after 6 months. Patients with
higher GFR had better outcomes after 6 months. Creatinine presented an
indirect role in GFR values and should be included in models for outcome
prediction.
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Xiong Y, Zheng Y, Yan Y, Yao J, Liu H, Shen F, Kong S, Yang S, Yan G, Zhao H, Zhou X, Hu J, Zhou B, Jin T, Shen H, Leng B, Yang P, Liu X. Circulating proteomic panels for risk stratification of intracranial aneurysm and its rupture. EMBO Mol Med 2022; 14:e14713. [PMID: 34978375 PMCID: PMC8819334 DOI: 10.15252/emmm.202114713] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Revised: 12/09/2021] [Accepted: 12/13/2021] [Indexed: 01/02/2023] Open
Abstract
The prevalence of intracranial aneurysm (IA) is increasing, and the consequences of its rupture are severe. This study aimed to reveal specific, sensitive, and non-invasive biomarkers for diagnosis and classification of ruptured and unruptured IA, to benefit the development of novel treatment strategies and therapeutics altering the course of the disease. We first assembled an extensive candidate biomarker bank of IA, comprising up to 717 proteins, based on altered proteins discovered in the current tissue and serum proteomic analysis, as well as from previous studies. Mass spectrometry assays for hundreds of biomarkers were efficiently designed using our proposed deep learning-based method, termed DeepPRM. A total of 113 potential markers were further quantitated in serum cohort I (n = 212) & II (n = 32). Combined with a machine-learning-based pipeline, we built two sets of biomarker combinations (P6 & P8) to accurately distinguish IA from healthy controls (accuracy: 87.50%) or classify IA rupture patients (accuracy: 91.67%) upon evaluation in the external validation set (n = 32). This extensive circulating biomarker development study provides valuable knowledge about IA biomarkers.
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Affiliation(s)
- Yueting Xiong
- The Fifth People's Hospital of Shanghai, Shanghai Key Laboratory of Medical Epigenetics, The International Co-laboratory of Medical Epigenetics and Metabolism, Ministry of Science and Technology, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Yongtao Zheng
- Department of Neurosurgery, Ruijin Hospital, School of Medicine, Shanghai Jiaotong University, Shanghai, China
| | - Yan Yan
- Huashan Hospital, Fudan University, Shanghai, China
| | - Jun Yao
- The Fifth People's Hospital of Shanghai, Shanghai Key Laboratory of Medical Epigenetics, The International Co-laboratory of Medical Epigenetics and Metabolism, Ministry of Science and Technology, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Hebin Liu
- Shanghai Omicsolution Co., Ltd., Shanghai, China
| | - Fenglin Shen
- The Fifth People's Hospital of Shanghai, Shanghai Key Laboratory of Medical Epigenetics, The International Co-laboratory of Medical Epigenetics and Metabolism, Ministry of Science and Technology, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Siyuan Kong
- The Fifth People's Hospital of Shanghai, Shanghai Key Laboratory of Medical Epigenetics, The International Co-laboratory of Medical Epigenetics and Metabolism, Ministry of Science and Technology, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Shuang Yang
- The Fifth People's Hospital of Shanghai, Shanghai Key Laboratory of Medical Epigenetics, The International Co-laboratory of Medical Epigenetics and Metabolism, Ministry of Science and Technology, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Guoquan Yan
- The Fifth People's Hospital of Shanghai, Shanghai Key Laboratory of Medical Epigenetics, The International Co-laboratory of Medical Epigenetics and Metabolism, Ministry of Science and Technology, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Huanhuan Zhao
- The Fifth People's Hospital of Shanghai, Shanghai Key Laboratory of Medical Epigenetics, The International Co-laboratory of Medical Epigenetics and Metabolism, Ministry of Science and Technology, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Xinwen Zhou
- The Fifth People's Hospital of Shanghai, Shanghai Key Laboratory of Medical Epigenetics, The International Co-laboratory of Medical Epigenetics and Metabolism, Ministry of Science and Technology, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Jia Hu
- Huashan Hospital, Fudan University, Shanghai, China
| | - Bin Zhou
- Huashan Hospital, Fudan University, Shanghai, China
| | - Tao Jin
- Huashan Hospital, Fudan University, Shanghai, China
| | - Huali Shen
- The Fifth People's Hospital of Shanghai, Shanghai Key Laboratory of Medical Epigenetics, The International Co-laboratory of Medical Epigenetics and Metabolism, Ministry of Science and Technology, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Bing Leng
- Huashan Hospital, Fudan University, Shanghai, China
| | - Pengyuan Yang
- The Fifth People's Hospital of Shanghai, Shanghai Key Laboratory of Medical Epigenetics, The International Co-laboratory of Medical Epigenetics and Metabolism, Ministry of Science and Technology, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
| | - Xiaohui Liu
- The Fifth People's Hospital of Shanghai, Shanghai Key Laboratory of Medical Epigenetics, The International Co-laboratory of Medical Epigenetics and Metabolism, Ministry of Science and Technology, Institutes of Biomedical Sciences, Fudan University, Shanghai, China
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Characterization of Long Non-coding RNA Signatures of Intracranial Aneurysm in Circulating Whole Blood. Mol Diagn Ther 2021; 24:723-736. [PMID: 32939739 DOI: 10.1007/s40291-020-00494-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND AND OBJECTIVE Long non-coding RNAs (lncRNAs) may serve as biomarkers for complex disease states, such as intracranial aneurysms. In this study, we investigated lncRNA expression differences in the whole blood of patients with unruptured aneurysms. METHODS Whole blood RNA from 67 subjects (34 with aneurysm, 33 without) was used for next-generation RNA sequencing. Differential expression analysis was used to define a signature of intracranial aneurysm-associated lncRNAs. To estimate the signature's ability to classify aneurysms and to identify the most predictive lncRNAs, we implemented a nested cross-validation pipeline to train classifiers using linear discriminant analysis. Ingenuity pathway analysis was used to study potential biological roles of differentially expressed lncRNAs, and lncRNA ontology was used to investigate ontologies enriched in signature lncRNAs. Co-expression correlation analysis was performed to investigate associated differential protein-coding messenger RNA expression. RESULTS Of 4639 detected lncRNAs, 263 were significantly different (p < 0.05) between the two groups, and 84 of those had an absolute fold-change ≥ 1.5. An eight-lncRNA signature (q < 0.35, fold-change ≥ 1.5) was able to separate patients with and without aneurysms on principal component analysis, and had an estimated accuracy of 70.9% in nested cross-validation. Bioinformatics analyses showed that networks of differentially expressed lncRNAs (p < 0.05) were enriched for cell death and survival, connective tissue disorders, carbohydrate metabolism, and cardiovascular disease. Signature lncRNAs shared ontologies that reflected regulation of gene expression, signaling, ubiquitin processing, and p53 signaling. Co-expression analysis showed correlations with messenger RNAs related to inflammatory responses. CONCLUSIONS Differential expression in whole blood lncRNAs is detectable in patients harboring aneurysms, and reflects expression/signaling regulation, and ubiquitin and p53 pathways. Following validation in larger cohorts, these lncRNAs may be potential diagnostic targets for aneurysm detection by blood testing.
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Wu Y, Zheng J, Sun Y, Wang X, Zhao H, Qiu F, Zhang S, Jiang X, Yu X. Non-Coding RNAs as Circulating Biomarkers for the Diagnosis of Intracranial Aneurysm: A Systematic Review and Meta-Analysis. J Stroke Cerebrovasc Dis 2021; 30:105762. [PMID: 33813080 DOI: 10.1016/j.jstrokecerebrovasdis.2021.105762] [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: 01/25/2021] [Accepted: 03/14/2021] [Indexed: 11/16/2022] Open
Abstract
BACKGROUND Early diagnosis of intracranial aneurysm (IA) is arduous in the current situation, and no biomarker is available for the screening of IA. We here systematically evaluate the diagnostic value of circulating non-coding RNA (ncRNA) for the diagnosis of IA. METHODS We searched PubMed, Web of Science, Embase, Scopus and Cochrane Library databases from inception to June 2020. We included studies that investigated the diagnostic performance of circulating ncRNAs for the diagnosis of IA. We performed Random-effect meta-analyses for the diagnostic test accuracy to calculate pooled estimates. Subgroup analyses and sensitivity analyses were conducted to explore the source of heterogeneity. RESULTS Thirteen studies, including 1,105 patients and 28 ncRNAs, were included. The pooled sensitivity and specificity were 0.80 (95% confidence interval [CI], 0.76-0.83) and 0.80 (95% CI, 0.76-0.84), respectively, and the area under the hierarchical summary receiver operating characteristic curve was 0.87 (95% CI, 0.84-0.89). The pooled positive and negative likelihood ratios were 3.97 (95% CI, 3.17-4.98) and 0.25 (95% CI, 0.21-0.31), corresponding with a diagnostic odds ratio of 15.63 (95% CI, 10.41-23.47). Subgroup analyses revealed that the diagnostic accuracy of miRNA, lncRNA and circRNA were not significantly different (p > 0.05). Circulating ncRNAs showed higher diagnostic accuracy for patients with unruptured IA than those with ruptured IA (p = 0.0122). CONCLUSION Current evidence suggests that the circulating ncRNA test could be an effective method for universal IA screening. Future clinical studies need to confirm the diagnostic role of specific ncRNAs.
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Affiliation(s)
- Yuehui Wu
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1277 Jiefang Avenue, Wuhan 430022, China
| | - Jin Zheng
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1277 Jiefang Avenue, Wuhan 430022, China
| | - Yun Sun
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1277 Jiefang Avenue, Wuhan 430022, China
| | - Xuan Wang
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1277 Jiefang Avenue, Wuhan 430022, China
| | - Hongyang Zhao
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1277 Jiefang Avenue, Wuhan 430022, China
| | - Feng Qiu
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1277 Jiefang Avenue, Wuhan 430022, China
| | - Shuyuan Zhang
- Institute of Cancer and Basic Medicine (ICBM), Chinese Academy of Sciences, Hangzhou 310022, P R China; Department of Neurosurgery, Cancer Hospital of the University of Chinese Academy of Sciences, Hangzhou 310022, P R China; Department of Neurosurgery, Zhejiang Cancer Hospital, Hangzhou 310022, P R China
| | - Xiaobing Jiang
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1277 Jiefang Avenue, Wuhan 430022, China.
| | - Xinyu Yu
- Department of Neurosurgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, No. 1277 Jiefang Avenue, Wuhan 430022, China.
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12
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Risk factors and treatment approach for subarachnoid hemorrhage in a patient with nine intracranial aneurysms. SRP ARK CELOK LEK 2021. [DOI: 10.2298/sarh201208084k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
Introduction. In about one-third of the patients with aneurysmal subarachnoid
bleeding, multiple intracranial aneurysms are confirmed. Risk factors such
as female gender, smoking, hypertension, and age over 60 tend to be
associated with multiple aneurysms. In this paper, we also discuss family
predisposition and the treatment approach for multiple cerebral aneurysms.
Case outline. Here, we present a case of a female patient, 64-year-old, with
spontaneous subarachnoid hemorrhage that had nine intracranial aneurysms.
The patient was treated for hypertension for a longer period, excessive
smoker, and two of her nearest members of the family died from intracranial
bleeding. The patient was fully conscious, without any neurological
impairment. Subarachnoid bleeding was diffuse and nor brain-computer
tomography finding nor digital subtraction angiography couldn't suggest the
source or location of bleeding among nine presented aneurisms. Magnet
resonance imaging had to be done, and the T1W fast spin-echo sequence showed
a 9 mm large ruptured an aneurysm at the basilar tip, after contrast
application, beside others. Three days after insult endovascular
embolization was done and two basilar aneurysms were excluded from the
circulation, including the one that bled. Conclusion. The patient had the
majority of risk factors for multiple intracranial aneurysms. Knowledge of
the family predisposition of multiple intracranial aneurysms allowed us to
make proper diagnostics of a patient's descendant and reveal a new patient.
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Zhao MG, Peng C, Li LM, Chen L, Zhang HF. Circulating Treg cells from patients with cerebral aneurysms displayed deficiency in ICOS expression and function. Clin Exp Pharmacol Physiol 2020; 47:1923-1931. [PMID: 32726458 DOI: 10.1111/1440-1681.13388] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2019] [Revised: 07/12/2020] [Accepted: 07/21/2020] [Indexed: 12/23/2022]
Abstract
Inducible costimulator (ICOS) is a member of the CD28 family. When activated, ICOS signalling promotes FOXP3 CNS2 gene demethylation and stabilizes Treg differentiation. Cerebral aneurysm (CA) is the local ballooning of the cerebral vasculature, characterized by higher levels of inflammation mediators and tissue remodelling. FOXP3+ Treg cell dysfunction may contribute to CA pathogenesis. In this study, the expression and function of ICOS in Treg cells was investigated. Circulating CD4+ CD25hi T cells from CA subjects demonstrated significantly lower levels of ICOS expression than circulating CD4+ CD25hi T cells from healthy subjects. In both healthy subjects and CA subjects, FOXP3+ Treg cells were highly concentrated in the ICOS+ fraction of CD4+ CD25hi T cells. Anti-ICOS costimulation, in combination with anti-CD3 and IL-2, significantly increased FOXP3 expression in CD4+ CD25hi ICOS+ T cells but not in CD4+ CD25hi ICOS- T cells. In addition, anti-CD3/IL-2 and anti-ICOS costimulation significantly elevated the expression of IL-10 and TGF-β, decreased the expression of IL-17, and enhanced CD4+ CD25hi ICOS+ T cell-mediated suppression of autologous CD4+ CD25- Tconv proliferation. Interestingly, CD4+ CD25hi ICOS+ T cells from CA subjects presented lower responsiveness toward anti-ICOS costimulation than CD4+ CD25hi ICOS+ T cells from healthy subjects. Overall, these results demonstrated that ICOS signalling could significantly improve FOXP3 expression and enhance Treg functional potency. However, circulating Treg cells from CA patients displayed reduced ICOS expression and lower responsiveness toward anti-ICOS stimulation.
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Affiliation(s)
- Ming-Guang Zhao
- Department of Neurosurgery, General Hospital of Northern Theater Command, Shenyang, China
| | - Cheng Peng
- Department of Neurosurgery, General Hospital of Northern Theater Command, Shenyang, China
| | - Li-Ming Li
- Institute of Biotechnology, College of Life and Health Sciences, Northeastern University, Shenyang, China
| | - Lu Chen
- Postgraduate Training Base of General Hospital of Northern Theater Command, Jinzhou Medical University, Shenyang, China
| | - Hai-Feng Zhang
- Department of Neurosurgery, General Hospital of Northern Theater Command, Shenyang, China
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14
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Anan M, Nagai Y, Fudaba H, Fujiki M. Lactate and Lactate Dehydrogenase in Cistern as Biomarkers of Early Brain Injury and Delayed Cerebral Ischemia of Subarachnoid Hemorrhage. J Stroke Cerebrovasc Dis 2020; 29:104765. [DOI: 10.1016/j.jstrokecerebrovasdis.2020.104765] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Revised: 02/07/2020] [Accepted: 02/13/2020] [Indexed: 01/02/2023] Open
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15
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Zheng C, Mao C, Tang K, Ceng S, Shu H. A two-miRNA signature (miR-21 and miR-92) in peripheral whole blood as a potential biomarker for diagnosis of human cerebral aneurysms. Arch Med Sci 2020; 20:726-735. [PMID: 39050149 PMCID: PMC11264084 DOI: 10.5114/aoms.2020.93536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2019] [Accepted: 01/12/2020] [Indexed: 07/27/2024] Open
Abstract
Introduction microRNAs (miRs) have been reported as blood-based noninvasive indicators for the diagnosis of various diseases. However, the utility of whole blood-based miRs in the diagnosis of intracranial aneurysm (IA) is still not clear. The present study aimed to examine miR expression profiling in the peripheral whole blood of IA patients and healthy controls. Material and methods Seventy-three IA patients, including 34 unruptured and 39 ruptured, and 28 healthy subjects, were recruited for diagnostic analysis. microRNA (miR) expression profiling in whole blood from healthy controls and IA patients was evaluated using miRNA microarray assay. RT-qPCR was used to evaluate miR expression. Receiver operating characteristics (ROC) curves and the area under the ROC curves (AUC) were used to calculate the diagnostic power of miRs in whole blood of IA. Results We observed significantly higher miR-21 and miR-92 expression levels in aneurysmal tissues and whole blood of IA patients as compared to healthy subjects. miR-21 expression level was significantly positively correlated with miR-92 in IA tissues and whole blood of IA patients. ROC analysis revealed that miR-21 (AUC = 0.843, sensitivity = 0.849, specificity = 0.750) and miR-92 (AUC = 0.892, sensitivity = 0.945, specificity = 0.786) were promising in diagnosis of IA with high detectability. Intriguingly, miR-21 combined with miR-92 markedly improved the diagnostic power of IA (AUC = 0.920, sensitivity = 1.000, specificity = 0.786). Conclusions miR-21 combined with miR-92 could be considered as a potential biomarker for IA screening.
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Affiliation(s)
- Congying Zheng
- Department of Neurosurgery, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Chengliang Mao
- Department of Neurosurgery, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Kai Tang
- Department of Neurosurgery, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Shaojian Ceng
- Department of Neurosurgery, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
| | - Hang Shu
- Department of Neurosurgery, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China
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16
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Abstract
Inflammation of the blood vessels that serve the central nervous system has been increasingly identified as an early and possibly initiating event among neurodegenerative conditions such as Alzheimer's disease and related dementias. However, the causal relevance of vascular inflammation to major retinal degenerative diseases is unresolved. Here, we describe how genetics, aging-associated changes, and environmental factors contribute to vascular inflammation in age-related macular degeneration, diabetic retinopathy, and glaucoma. We highlight the importance of mouse models in studying the underlying mechanisms and possible treatments for these diseases. We conclude that data support vascular inflammation playing a central if not primary role in retinal degenerative diseases, and this association should be a focus of future research.
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Affiliation(s)
- Ileana Soto
- Department of Molecular and Cellular Biosciences, Rowan University, Glassboro, New Jersey 08028, USA;
| | - Mark P Krebs
- The Jackson Laboratory, Bar Harbor, Maine 04609, USA;
| | | | - Gareth R Howell
- The Jackson Laboratory, Bar Harbor, Maine 04609, USA; .,Sackler School of Graduate Biomedical Sciences, Tufts University School of Medicine, Boston, Massachusetts 02111, USA.,Graduate School of Biomedical Sciences and Engineering, University of Maine, Orono, Maine 04469, USA
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17
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Regulatory T cells demonstrate significantly increased functions following stimulation with IL-2 in a Tim-3-dependent manner in intracranial aneurysms. Int Immunopharmacol 2018; 65:342-347. [PMID: 30366277 DOI: 10.1016/j.intimp.2018.10.029] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2018] [Revised: 09/29/2018] [Accepted: 10/19/2018] [Indexed: 12/14/2022]
Abstract
The formation of intracranial aneurysm (IA) is associated with the destruction of various cellular and structural components, which induces pathogenic inflammatory responses that further propagate tissue damage. The regulatory immune system can suppress exacerbated inflammation and offer tissue protection; however, previous studies by others and us have demonstrated that the regulatory T (Treg) cells were functionally impaired in IA patients. Hence, strategies that can improve Treg function in IA patients should be investigated. Based on our previous finding that IL-2 strongly elevated the expression of the checkpoint molecule Tim-3 in Treg cells, we examined the effect of IL-2 in the function of Treg cells from IA patients. External IL-2 significantly improved the proliferation of Treg cells, increased the expression of CTLA-4 and LAG-3, and enhanced Treg-mediated suppression of conventional T cell (Tconv) proliferation. Importantly, compared to the Tim-3- Treg cells, the Tim-3+ Treg cells presented comparable proliferation capacity, but significantly greater expressions of CTLA-4 and LAG-3 and significantly higher capacity to suppress Tconv proliferation. In addition, blocking Tim-3 abrogated IL-2-mediated enhancement of Tim-3+ Treg cells. We then investigated the IL-2 level in IA patients, and found that although IA patients and healthy controls presented similar serum IL-2 concentration, the concentrations of IL-1β and TNF-α were significantly higher in IA patients than in healthy controls, signaling a relative reduction in IL-2 abundance. Together, we found that IL-2 could significantly enhance the function of Treg cells from IA patients in a Tim-3-dependent manner.
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18
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Signorelli F, Sela S, Gesualdo L, Chevrel S, Tollet F, Pailler-Mattei C, Tacconi L, Turjman F, Vacca A, Schul DB. Hemodynamic Stress, Inflammation, and Intracranial Aneurysm Development and Rupture: A Systematic Review. World Neurosurg 2018; 115:234-244. [DOI: 10.1016/j.wneu.2018.04.143] [Citation(s) in RCA: 53] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/25/2018] [Revised: 04/18/2018] [Accepted: 04/19/2018] [Indexed: 10/17/2022]
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19
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Poiseuille Flow of a Non-Local Non-Newtonian Fluid with Wall Slip: A First Step in Modeling Cerebral Microaneurysms. FRACTAL AND FRACTIONAL 2018. [DOI: 10.3390/fractalfract2010009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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20
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Tutino VM, Poppenberg KE, Jiang K, Jarvis JN, Sun Y, Sonig A, Siddiqui AH, Snyder KV, Levy EI, Kolega J, Meng H. Circulating neutrophil transcriptome may reveal intracranial aneurysm signature. PLoS One 2018; 13:e0191407. [PMID: 29342213 PMCID: PMC5771622 DOI: 10.1371/journal.pone.0191407] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2017] [Accepted: 01/04/2018] [Indexed: 12/30/2022] Open
Abstract
Background Unruptured intracranial aneurysms (IAs) are typically asymptomatic and undetected except for incidental discovery on imaging. Blood-based diagnostic biomarkers could lead to improvements in IA management. This exploratory study examined circulating neutrophils to determine whether they carry RNA expression signatures of IAs. Methods Blood samples were collected from patients receiving cerebral angiography. Eleven samples were collected from patients with IAs and 11 from patients without IAs as controls. Samples from the two groups were paired based on demographics and comorbidities. RNA was extracted from isolated neutrophils and subjected to next-generation RNA sequencing to obtain differential expressions for identification of an IA-associated signature. Bioinformatics analyses, including gene set enrichment analysis and Ingenuity Pathway Analysis, were used to investigate the biological function of all differentially expressed transcripts. Results Transcriptome profiling identified 258 differentially expressed transcripts in patients with and without IAs. Expression differences were consistent with peripheral neutrophil activation. An IA-associated RNA expression signature was identified in 82 transcripts (p<0.05, fold-change ≥2). This signature was able to separate patients with and without IAs on hierarchical clustering. Furthermore, in an independent, unpaired, replication cohort of patients with IAs (n = 5) and controls (n = 5), the 82 transcripts separated 9 of 10 patients into their respective groups. Conclusion Preliminary findings show that RNA expression from circulating neutrophils carries an IA-associated signature. These findings highlight a potential to use predictive biomarkers from peripheral blood samples to identify patients with IAs.
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Affiliation(s)
- Vincent M. Tutino
- Toshiba Stroke and Vascular Research Center; University at Buffalo, State University of New York, Buffalo, New York, United States of America
- Department of Biomedical Engineering, University at Buffalo, State University of New York, Buffalo, New York, United States of America
| | - Kerry E. Poppenberg
- Toshiba Stroke and Vascular Research Center; University at Buffalo, State University of New York, Buffalo, New York, United States of America
- Department of Biomedical Engineering, University at Buffalo, State University of New York, Buffalo, New York, United States of America
| | - Kaiyu Jiang
- Genetics, Genomics, and Bioinformatics Program, University at Buffalo, State University of New York, Buffalo, New York, United States of America
| | - James N. Jarvis
- Genetics, Genomics, and Bioinformatics Program, University at Buffalo, State University of New York, Buffalo, New York, United States of America
- Department of Pediatrics, University at Buffalo, State University of New York, Buffalo, New York, United States of America
| | - Yijun Sun
- Department of Microbiology and Immunology, University at Buffalo, State University of New York, Buffalo, New York, United States of America
- Department of Computer Science and Engineering, University at Buffalo, State University of New York, Buffalo, New York, United States of America
| | - Ashish Sonig
- Toshiba Stroke and Vascular Research Center; University at Buffalo, State University of New York, Buffalo, New York, United States of America
- Department of Neurosurgery, University at Buffalo, State University of New York, Buffalo, New York, United States of America
| | - Adnan H. Siddiqui
- Toshiba Stroke and Vascular Research Center; University at Buffalo, State University of New York, Buffalo, New York, United States of America
- Department of Neurosurgery, University at Buffalo, State University of New York, Buffalo, New York, United States of America
- Department of Radiology, University at Buffalo, State University of New York, Buffalo, New York, United States of America
| | - Kenneth V. Snyder
- Toshiba Stroke and Vascular Research Center; University at Buffalo, State University of New York, Buffalo, New York, United States of America
- Department of Neurosurgery, University at Buffalo, State University of New York, Buffalo, New York, United States of America
- Department of Radiology, University at Buffalo, State University of New York, Buffalo, New York, United States of America
- Department of Neurology, University at Buffalo, State University of New York, Buffalo, New York, United States of America
| | - Elad I. Levy
- Toshiba Stroke and Vascular Research Center; University at Buffalo, State University of New York, Buffalo, New York, United States of America
- Department of Neurosurgery, University at Buffalo, State University of New York, Buffalo, New York, United States of America
- Department of Radiology, University at Buffalo, State University of New York, Buffalo, New York, United States of America
| | - John Kolega
- Toshiba Stroke and Vascular Research Center; University at Buffalo, State University of New York, Buffalo, New York, United States of America
- Department of Pathology and Anatomical Sciences, University at Buffalo, State University of New York, Buffalo, New York, United States of America
| | - Hui Meng
- Toshiba Stroke and Vascular Research Center; University at Buffalo, State University of New York, Buffalo, New York, United States of America
- Department of Biomedical Engineering, University at Buffalo, State University of New York, Buffalo, New York, United States of America
- Department of Neurosurgery, University at Buffalo, State University of New York, Buffalo, New York, United States of America
- Department of Mechanical & Aerospace Engineering, University at Buffalo, State University of New York, Buffalo, New York, United States of America
- * E-mail:
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21
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Abstract
Diseases of the central nervous system that are caused by an underlying vascular pathology typically result in either hemorrhage or ischemia. Most prominent entities include spontaneous subarachnoid hemorrhage, spontaneous intracerebral hemorrhage, and ischemic stroke. For anatomic reasons, cerebrospinal fluid (CSF) qualifies as body fluid for the exploration of biomarkers in these disorders. Even though in subarachnoid hemorrhage a few CSF parameters have been established for routine diagnostic purposes, there is still an unmet need and broad interest in the identification of molecules that would allow further insight into disease mechanisms and supplement patients' medical care. This chapter provides an overview on what is presently known about CSF biomarkers in spontaneous subarachnoid hemorrhage, spontaneous intracerebral hemorrhage, and ischemic stroke. We recapitulate current evidence on established diagnostic tests, discuss the role of various CSF molecules in the pathophysiology of these diseases, and illuminate their potential use in future clinical practice. Furthermore, we address methodologic aspects as well as shortcomings of research in this field.
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Affiliation(s)
- Harald Hegen
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria.
| | - Michael Auer
- Department of Neurology, Medical University of Innsbruck, Innsbruck, Austria
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Frontera JA, Provencio JJ, Sehba FA, McIntyre TM, Nowacki AS, Gordon E, Weimer JM, Aledort L. The Role of Platelet Activation and Inflammation in Early Brain Injury Following Subarachnoid Hemorrhage. Neurocrit Care 2017; 26:48-57. [PMID: 27430874 DOI: 10.1007/s12028-016-0292-4] [Citation(s) in RCA: 96] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
BACKGROUND Early brain injury (EBI) following aneurysmal subarachnoid hemorrhage (SAH) is an important predictor of poor functional outcome, yet the underlying mechanism is not well understood. Animal studies suggest that platelet activation and inflammation with subsequent microthrombosis and ischemia may be a mechanism of EBI. METHODS A prospective, hypothesis-driven study of spontaneous, SAH patients and controls was conducted. Platelet activation [thromboelastography maximum amplitude (MA)] and inflammation [C-reactive protein (CRP)] were measured serially over time during the first 72 h following SAH onset. Platelet activation and inflammatory markers were compared between controls and SAH patients with mild [Hunt-Hess (HH) 1-3] versus severe (HH 4-5) EBI. The association of these biomarkers with 3-month functional outcomes was evaluated. RESULTS We enrolled 127 patients (106 SAH; 21 controls). Platelet activation and CRP increased incrementally with worse EBI/HH grade, and both increased over 72 h (all P < 0.01). Both were higher in severe versus mild EBI (MA 68.9 vs. 64.8 mm, P = 0.001; CRP 12.5 vs. 1.5 mg/L, P = 0.003) and compared to controls (both P < 0.003). Patients with delayed cerebral ischemia (DCI) had more platelet activation (66.6 vs. 64.9 in those without DCI, P = 0.02) within 72 h of ictus. At 3 months, death or severe disability was more likely with higher levels of platelet activation (mRS4-6 OR 1.18, 95 % CI 1.05-1.32, P = 0.007) and CRP (mRS4-6 OR 1.02, 95 % CI 1.00-1.03, P = 0.041). CONCLUSIONS Platelet activation and inflammation occur acutely after SAH and are associated with worse EBI, DCI and poor 3-month functional outcomes. These markers may provide insight into the mechanism of EBI following SAH.
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Affiliation(s)
- Jennifer A Frontera
- Cerebrovascular Center of the Neurological Institute, Cleveland Clinic, 9500 Euclid Ave. S80, Cleveland, OH, 44195, USA. .,Department of Cellular and Molecular Medicine, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA.
| | - J Javier Provencio
- Department of Neurology and Neuroscience, Brain Immunology and Glia Center, University of Virginia, Charlottesville, VA, USA
| | - Fatima A Sehba
- Department of Neurosurgery, Mount Sinai School of Medicine, New York, NY, USA
| | - Thomas M McIntyre
- Department of Cellular and Molecular Medicine, Lerner Research Institute, Cleveland Clinic, Cleveland, OH, USA
| | - Amy S Nowacki
- Department of Quantitative Health Sciences, Cleveland Clinic, Cleveland, OH, USA
| | - Errol Gordon
- Department of Critical Care, Mount Sinai School of Medicine, New York, NY, USA
| | - Jonathan M Weimer
- Cerebrovascular Center of the Neurological Institute, Cleveland Clinic, 9500 Euclid Ave. S80, Cleveland, OH, 44195, USA
| | - Louis Aledort
- Department of Medicine, Mount Sinai School of Medicine, New York, NY, USA
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23
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Weimer JM, Jones SE, Frontera JA. Acute Cytotoxic and Vasogenic Edema after Subarachnoid Hemorrhage: A Quantitative MRI Study. AJNR Am J Neuroradiol 2017; 38:928-934. [PMID: 28364004 DOI: 10.3174/ajnr.a5181] [Citation(s) in RCA: 31] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2016] [Accepted: 12/15/2016] [Indexed: 12/11/2022]
Abstract
BACKGROUND AND PURPOSE The mechanism of early brain injury following subarachnoid hemorrhage is not well understood. We aimed to evaluate if cytotoxic and vasogenic edema are contributing factors. MATERIALS AND METHODS A retrospective analysis was conducted in patients with SAH undergoing diffusion-weighted MR imaging within 72 hours of onset. Apparent diffusion coefficient values derived from DWI were evaluated by using whole-brain histograms and 19 prespecified ROIs in patients with SAH and controls with normal findings on MRI. Cytotoxic edema observed outside the ROIs was assessed in patients with SAH. The average median ADC values were compared between patients with SAH and controls and patients with SAH with mild (Hunt and Hess 1-3) versus severe early brain injury (Hunt and Hess 4-5). RESULTS We enrolled 33 patients with SAH and 66 controls. The overall average median whole-brain ADC was greater for patients with SAH (808 × 10-6 mm2/s) compared with controls (788 × 10-6 mm2/s, P < .001) and was higher in patients with SAH across ROIs after adjusting for age: cerebral gray matter (826 versus 803 × 10-6 mm2/s, P = .059), cerebral white matter (793 versus 758 × 10-6 mm2/s, P = .023), white matter tracts (797 versus 739 × 10-6 mm2/s, P < .001), and deep gray matter (754 versus 713 × 10-6 mm2/s, P = .016). ADC values trended higher in patients with Hunt and Hess 4-5 versus those with Hunt and Hess 1-3. Early cytotoxic edema was observed in 13 (39%) patients with SAH and was more prevalent in those with severe early brain injury (87.5% of patients with Hunt and Hess 4-5 versus 24.0% of those with Hunt and Hess 1-3, P = .001). CONCLUSIONS Age-adjusted ADC values were globally increased in patients with SAH compared with controls, even in normal-appearing brain regions, suggesting diffuse vasogenic edema. Cytotoxic edema was also present in patients with SAH and correlated with more severe early brain injury.
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Affiliation(s)
- J M Weimer
- From the Cerebrovascular Center of the Neurological Institute (J.M.W., J.A.F.)
| | - S E Jones
- the Imaging Institute (S.E.J.), Cleveland Clinic, Cleveland, Ohio
| | - J A Frontera
- From the Cerebrovascular Center of the Neurological Institute (J.M.W., J.A.F.)
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24
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Zaslavsky BY, Uversky VN, Chait A. Analytical applications of partitioning in aqueous two-phase systems: Exploring protein structural changes and protein–partner interactions in vitro and in vivo by solvent interaction analysis method. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2016; 1864:622-44. [DOI: 10.1016/j.bbapap.2016.02.017] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2016] [Revised: 02/16/2016] [Accepted: 02/21/2016] [Indexed: 12/29/2022]
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25
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Abstract
Most of cerebral aneurysms (CAs) are incidentally discovered without any neurological symptoms and the risk of rupture of CAs is relatively higher in Japanese population. The goal of treatments for patients with CAs is complete exclusion of the aneurysmal rupture risk for their lives. Since two currently available major treatments, microsurgical clipping and endovascular coiling, have inherent incompleteness to achieve cure of CAs with some considerable treatment risks, and there is no effective surgical or medical intervention to inhibit the formation of CAs in patients with ruptured and unruptured CAs, new treatment strategies with lower risk and higher efficacy should be developed to prevent the formation, growth, and rupture of CAs. Preemptive medicine for CAs should be designed to prevent or delay the onset of symptoms from CAs found in an asymptomatic state or inhibit the de novo formation of CAs, but we have no definite methods to distinguish rupture-prone aneurysms from rupture-resistant ones. Recent advancements in the research of CAs have provided us with some clues, and one of the new treatment strategies for CAs will be developed based on the findings that several inflammatory pathways may be involved in the formation, growth, and rupture of CAs. Preemptive medicine for CAs will be established with specific biomarkers and imaging modalities which can sensor the development of CAs.
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Affiliation(s)
- Tomohiro Aoki
- Innovation Center for Immunoregulation Technologies and Drugs, Kyoto University Graduate School of Medicine
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26
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Zuo S, Li W, Li Q, Zhao H, Tang J, Chen Q, Liu X, Zhang JH, Chen Y, Feng H. Protective effects of Ephedra sinica extract on blood-brain barrier integrity and neurological function correlate with complement C3 reduction after subarachnoid hemorrhage in rats. Neurosci Lett 2015; 609:216-22. [PMID: 26518242 DOI: 10.1016/j.neulet.2015.10.056] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2015] [Revised: 10/20/2015] [Accepted: 10/22/2015] [Indexed: 02/05/2023]
Abstract
Early brain injury, which is associated with brain cell death, blood-brain barrier disruption, brain edema, and other pathophysiological events, is thought to be the main target in the prevention of poor outcomes after subarachnoid hemorrhage (SAH). Emerging evidences indicates that complement system, especially complement C3 is detrimental to neurological outcomes of SAH patients. Recently, Ephedra sinica extract was extracted and purified, which exhibits ability to block the activity of the classical and alternative pathways of complement, and improve neurological outcomes after spinal cord injury and ischemic brain injury. However, it is still unclear whether Ephedra sinica extract could attenuate early brain injury after SAH. In the present study, a standard endovascular perforation model was used to produce the experimental SAH in Sprague-Dawley rats. Ephedra sinica extract (15mg/kg) was orally administrated daily and evaluated for effects on modified Garcia score, brain water content, Evans blue extravasation and fluorescence, cortex cell death by TUNEL staining, and the expressions of complement C3/C3b, activated C3, sonic hedgehog, osteopontin and matrix metalloproteinase-9 by western bolt and immunofluorescence staining. We founded that the Ephedra sinica extract alleviated the blood-brain barrier disruption and brain edema, eventually improved neurological functions after SAH in rats. These neuroprotective effects was associated with the inhibition of complement C3, possibly via upregulating sonic hedgehog and osteopontin signal, and reducing the expressions of matrix metalloproteinase-9. Taking together, these observations suggested complement C3 inhibition by the Ephedra sinica extract may be a protective factor against early brain injury after SAH.
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Affiliation(s)
- Shilun Zuo
- Department of Neurosurgery, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Wenyan Li
- Department of Neurosurgery, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Qiang Li
- Department of Neurosurgery, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Hengli Zhao
- Department of Neurosurgery, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Jun Tang
- Department of Neurosurgery, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Qianwei Chen
- Department of Neurosurgery, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - Xin Liu
- Department of Neurosurgery, Southwest Hospital, Third Military Medical University, Chongqing, China
| | - John H Zhang
- Department of Anesthesiology, Neurosurgery and Physiology, Loma Linda University, Loma Linda, CA, United States
| | - Yujie Chen
- Department of Neurosurgery, Southwest Hospital, Third Military Medical University, Chongqing, China.
| | - Hua Feng
- Department of Neurosurgery, Southwest Hospital, Third Military Medical University, Chongqing, China.
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