1
|
Xia M, Wu D, Yu N, Huang G. Predicting Cerebral Small Vessel Disease Burden Based on Thromboelastography in Patients with Acute Ischemic Stroke: A Pilot Study. Med Sci Monit 2025; 31:e946303. [PMID: 39972986 PMCID: PMC11853390 DOI: 10.12659/msm.946303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2024] [Accepted: 12/23/2024] [Indexed: 02/21/2025] Open
Abstract
BACKGROUND This study aimed to investigate the relationship between the coagulation function measured by thromboelastography (TEG) in patients with acute ischemic stroke (AIS) and total burden of cerebral small vessel disease (CSVD), to further establish a nomogram tool based on regular clinical risk factors and TEG, to conveniently predict the risk of high-grade white matter hyperintensities (WMH) and CSVD burden in AIS patients. MATERIAL AND METHODS A cross-sectional study included 143 AIS patients who underwent TEG tests and 3.0T head MRI scans after admission. They were grouped according to total burden CSVD score and WMH Fazekas score. Differences in regular clinical data (RCD), TEG, and conventional coagulation tests (CCT) between groups were compared. Three sets of logistic regression models were established: RCD model, and models combining RCD with TEG and CCT respectively, to evaluate their predictive performance for WMH and SVD in patients with AIS. RESULTS Univariate analysis revealed age, hypertension, stroke history, fibrinogen, and TEG indicators maximum amplitude, Angle, K, and coagulation index were risk factors for increased WMH Fazekas score and CSVD burden in patients with AIS (OR>1, P<0.05). Logistic regression model combining RCD and TEG had a higher AUC value in predicting WMH (Fazekas score ≥2) and SVD (SVD burden score ≥3). CONCLUSIONS TEG parameters of patients with AIS are related to CSVD burden and its imaging features. Based on regular clinical risk factors, TEG can provide additional predictive information on the severity of WMHs and the burden of CSVD in patients with AIS.
Collapse
Affiliation(s)
- Min Xia
- Department of Encephalopathy, Chengdu Pidu District Hospital of Traditional Chinese Medicine, No.3 Affiliated Hospital of Chengdu University of Traditional Chinese Medicine (West District), Chengdu, Sichuan, PR China
| | - DaiZong Wu
- Department of Encephalopathy, Chengdu Pidu District Hospital of Traditional Chinese Medicine, No.3 Affiliated Hospital of Chengdu University of Traditional Chinese Medicine (West District), Chengdu, Sichuan, PR China
| | - NengWei Yu
- Department of Neurology, Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China, Chengdu, Sichuan, PR China
| | - GuoXiang Huang
- Department of Encephalopathy, Chengdu Pidu District Hospital of Traditional Chinese Medicine, No.3 Affiliated Hospital of Chengdu University of Traditional Chinese Medicine (West District), Chengdu, Sichuan, PR China
| |
Collapse
|
2
|
Xu Z, Zhang J, Fang X, Yu Y, Xu M, Li T, Yan J. Association Between Cerebral Microbleeds and Neurological Outcomes in Patients Who Underwent Extracorporeal Membrane Oxygenation. J Am Heart Assoc 2024; 13:e037029. [PMID: 39392138 PMCID: PMC11935573 DOI: 10.1161/jaha.124.037029] [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: 06/07/2024] [Accepted: 09/05/2024] [Indexed: 10/12/2024]
Abstract
BACKGROUND Cerebral microbleeds (CMBs) are common and varied in patients receiving extracorporeal membrane oxygenation (ECMO). Here, the authors describe CMB findings in patients receiving ECMO and their association with clinical factors. METHODS AND RESULTS A total of 138 patients receiving ECMO were enrolled and categorized as venovenous and venoarterial. Blood coagulation profiles during ECMO support and Glasgow Coma Scale (GCS) scores within 7 days were recorded. Patients with CMBs exhibited prolonged activated clotting time (P<0.001), decreased fibrinogen levels (P<0.001), reduced platelet counts (P<0.001), and extended prothrombin time (P<0.001). A significant correlation (P<0.05) was observed between the presence of CMBs and most coagulation parameters among all patients. Patients with venoarterial ECMO had significantly higher activated partial thromboplastin time, activated clotting time, and prothrombin time compared with those with venovenous ECMO (all P<0.05). Patients with a less severe CMB burden exhibited higher GCS scores and better neurological injury outcomes at both 7 and 90 days. CMB burden in all patients with ECMO was significantly correlated (P<0.05) with most blood coagulation profiles and neurological injury. CONCLUSIONS CMB burdens after ECMO are common, varied, and associated with a variety of clinical conditions. These findings may guide ECMO management.
Collapse
Affiliation(s)
- Zhipeng Xu
- Department of Critical Care MedicineThe First Affiliated Hospital, Zhejiang University School of MedicineHangzhouChina
| | - Jingchen Zhang
- Department of Critical Care MedicineThe First Affiliated Hospital, Zhejiang University School of MedicineHangzhouChina
| | - Xing Fang
- Department of Critical Care MedicineThe First Affiliated Hospital, Zhejiang University School of MedicineHangzhouChina
| | - Yongwei Yu
- Department of Critical Care MedicineThe First Affiliated Hospital, Zhejiang University School of MedicineHangzhouChina
| | - Mi Xu
- Department of Critical Care MedicineThe First Affiliated Hospital, Zhejiang University School of MedicineHangzhouChina
| | - Tong Li
- Department of Critical Care MedicineThe First Affiliated Hospital, Zhejiang University School of MedicineHangzhouChina
| | - Jueyue Yan
- Department of Critical Care MedicineThe First Affiliated Hospital, Zhejiang University School of MedicineHangzhouChina
| |
Collapse
|
3
|
Debette S, Caro I, Western D, Namba S, Sun N, Kawaguchi S, He Y, Fujita M, Roshchupkin G, D'Aoust T, Duperron MG, Sargurupremraj M, Tsuchida A, Koido M, Ahmadi M, Yang C, Timsina J, Ibanez L, Matsuda K, Suzuki Y, Oda Y, Kanai A, Jandaghi P, Munter HM, Auld D, Astafeva I, Puerta R, Rotter J, Psaty B, Bis J, Longstreth W, Couffinhal T, Garcia-Gonzalez P, Pytel V, Marquié M, Cano A, Boada M, Joliot M, Lathrop M, Le Grand Q, Launer L, Wardlaw J, Heiman M, Ruiz A, Matthews P, Seshadri S, Fornage M, Adams H, Mishra A, Trégouët DA, Okada Y, Kellis M, De Jager P, Tzourio C, Kamatani Y, Matsuda F, Cruchaga C. Proteogenomics in cerebrospinal fluid and plasma reveals new biological fingerprint of cerebral small vessel disease. RESEARCH SQUARE 2024:rs.3.rs-4535534. [PMID: 39011113 PMCID: PMC11247936 DOI: 10.21203/rs.3.rs-4535534/v1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/17/2024]
Abstract
Cerebral small vessel disease (cSVD) is a leading cause of stroke and dementia with no specific mechanism-based treatment. We used Mendelian randomization to combine a unique cerebrospinal fluid (CSF) and plasma pQTL resource with the latest European-ancestry GWAS of MRI-markers of cSVD (white matter hyperintensities, perivascular spaces). We describe a new biological fingerprint of 49 protein-cSVD associations, predominantly in the CSF. We implemented a multipronged follow-up, across fluids, platforms, and ancestries (Europeans and East-Asian), including testing associations of direct plasma protein measurements with MRI-cSVD. We highlight 16 proteins robustly associated in both CSF and plasma, with 24/4 proteins identified in CSF/plasma only. cSVD-proteins were enriched in extracellular matrix and immune response pathways, and in genes enriched in microglia and specific microglial states (integration with single-nucleus RNA sequencing). Immune-related proteins were associated with MRI-cSVD already at age twenty. Half of cSVD-proteins were associated with stroke, dementia, or both, and seven cSVD-proteins are targets for known drugs (used for other indications in directions compatible with beneficial therapeutic effects. This first cSVD proteogenomic signature opens new avenues for biomarker and therapeutic developments.
Collapse
Affiliation(s)
| | | | - Daniel Western
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | | | - Na Sun
- MIT Computer Science and Artificial Intelligence Laboratory; Broad Institute of MIT and Harvard
| | | | - Yunye He
- Graduate School of Frontier Sciences, The University of Tokyo
| | | | | | - Tim D'Aoust
- Bordeaux Population Health, Inserm U1219, University of Bordeaux
| | | | - Murali Sargurupremraj
- University of Bordeaux, Inserm, Bordeaux Population Health Research Center, team VINTAGE, UMR 1219, F-33000 Bordeaux, France; Glenn Biggs Institute for Alzheimer's & Neurodegenerative Diseases Unive
| | | | - Masaru Koido
- Graduate School of Frontier Sciences, The University of Tokyo
| | | | | | - Jigyasha Timsina
- Department of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA
| | | | - Koichi Matsuda
- Department of Computational Biology and Medical Sciences, Graduate school of Frontier Sciences, The University of Tokyo
| | | | - Yoshiya Oda
- Graduate School of Medicine, The University of Tokyo
| | | | | | | | - Dan Auld
- Victor Phillip Dahdaleh Institute of Genomic Medicine, McGill University
| | - Iana Astafeva
- Bordeaux Population Health, Inserm U1219, University of Bordeaux; Institute of Neurodegenerative Diseases
| | | | - Jerome Rotter
- The Lundquist Institute for Biomedical Innovation at Harbor-UCLA Medical Center
| | | | | | | | - Thierry Couffinhal
- University of Bordeaux, The clinical unit of Exploration, Prevention and Care Center for Atherosclerosis (CEPTA), CHUB, Inserm U1034
| | | | - Vanesa Pytel
- Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya; CIBERNED, Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III
| | | | | | | | | | - Mark Lathrop
- Department of Human Genetics, McGill University, 1205 Dr Penfield Avenue, Montreal, QC, H3A 1B1, Canada
| | - Quentin Le Grand
- University of Bordeaux, Inserm, Bordeaux Population Health Research Center, UMR 1219
| | - Lenore Launer
- National Institute on Aging, National Institutes of Health
| | | | | | - Agustin Ruiz
- Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases, University of Texas Health Sciences Center; Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya;CIBERN
| | - Paul Matthews
- UK Dementia Research Institute Centre at Imperial College London
| | | | - Myriam Fornage
- 1. Institute of Molecular Medicine, McGovern Medical School, The University of Texas Health Science Center 2. Human Genetics Center, Department of Epidemiology, School of Public Health
| | - Hieab Adams
- Department of Human Genetics, Radboud University Medical Center; Latin American Brain Health (BrainLat), Universidad Adolfo Ibáñez
| | | | | | - Yukinori Okada
- Department of Genome Informatics, Graduate School of Medicine, The Univ. of Tokyo; Department of Statistical Genetics, Osaka Univ. Graduate School of Medicine; Laboratory for Systems Genetic, RIKEN
| | | | | | | | | | | | | |
Collapse
|
4
|
Jäkel L, De Kort AM, Stellingwerf A, Hernández Utrilla C, Kersten I, Vervuurt M, Vermeiren Y, Küsters B, Schreuder FHBM, Klijn CJM, Kuiperij HB, Verbeek MM. Altered brain expression and cerebrospinal fluid levels of TIMP4 in cerebral amyloid angiopathy. Acta Neuropathol Commun 2024; 12:103. [PMID: 38915119 PMCID: PMC11194996 DOI: 10.1186/s40478-024-01823-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Accepted: 06/17/2024] [Indexed: 06/26/2024] Open
Abstract
Cerebral amyloid angiopathy (CAA) is a highly prevalent and progressive pathology, involving amyloid-β (Aβ) deposition in the cerebral blood vessel walls. CAA is associated with an increased risk for intracerebral hemorrhages (ICH). Insight into the molecular mechanisms associated with CAA pathology is urgently needed, to develop additional diagnostic tools to allow for reliable and early diagnosis of CAA and to obtain novel leads for the development of targeted therapies. Tissue inhibitor of matrix metalloproteinases 4 (TIMP4) is associated with cardiovascular functioning and disease and has been linked to vascular dementia. Using immunohistochemistry, we studied occipital brain tissue samples of 57 patients with CAA (39 without ICH and 18 with ICH) and 42 controls, and semi-quantitatively assessed expression levels of TIMP4. Patients with CAA had increased vascular expression of TIMP4 compared to controls (p < 0.001), and in these patients, TIMP4 expression correlated with CAA severity (τb = 0.38; p = 0.001). Moreover, TIMP4 expression was higher in CAA-ICH compared to CAA-non-ICH cases (p = 0.024). In a prospective cross-sectional study of 38 patients with CAA and 37 age- and sex-matched controls, we measured TIMP4 levels in cerebrospinal fluid (CSF) and serum using ELISA. Mean CSF levels of TIMP4 were decreased in patients with CAA compared to controls (3.36 ± 0.20 vs. 3.96 ± 0.22 ng/ml, p = 0.033), whereas median serum levels were increased in patients with CAA (4.51 ng/ml [IQR 3.75-5.29] vs 3.60 ng/ml [IQR 3.11-4.85], p-9.013). Moreover, mean CSF TIMP4 levels were lower in CAA patients who had experienced a symptomatic hemorrhage compared to CAA patients who did not (2.13 ± 0.24 vs. 3.57 ± 0.24 ng/ml, p = 0.007). CSF TIMP4 levels were associated with CSF levels of Aβ40 (spearman r (rs) = 0.321, p = 0.009). In summary, we show that TIMP4 is highly associated with CAA and CAA-related ICH, which is reflected by higher levels in the cerebral vasculature and lower levels in CSF. With these findings we provide novel insights into the pathophysiology of CAA, and more specifically in CAA-associated ICH.
Collapse
Affiliation(s)
- Lieke Jäkel
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, 830 TML, P. O. Box 9101, 6500 HB, Nijmegen, The Netherlands
- Radboud Alzheimer Center, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Anna M De Kort
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, 830 TML, P. O. Box 9101, 6500 HB, Nijmegen, The Netherlands
- Radboud Alzheimer Center, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Arno Stellingwerf
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, 830 TML, P. O. Box 9101, 6500 HB, Nijmegen, The Netherlands
- Radboud Alzheimer Center, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Carla Hernández Utrilla
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, 830 TML, P. O. Box 9101, 6500 HB, Nijmegen, The Netherlands
- Radboud Alzheimer Center, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Iris Kersten
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, 830 TML, P. O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Marc Vervuurt
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, 830 TML, P. O. Box 9101, 6500 HB, Nijmegen, The Netherlands
- Radboud Alzheimer Center, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Yannick Vermeiren
- Division of Human Nutrition and Health, Chair Group Nutritional Biology, Wageningen University and Research (WUR), Wageningen, The Netherlands
- Faculty of Medicine and Health Sciences, Translational Neurosciences, Institute Born-Bunge, University of Antwerp, Antwerp, Belgium
| | - Benno Küsters
- Department of Pathology, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Floris H B M Schreuder
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, 830 TML, P. O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - Catharina J M Klijn
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, 830 TML, P. O. Box 9101, 6500 HB, Nijmegen, The Netherlands
| | - H Bea Kuiperij
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, 830 TML, P. O. Box 9101, 6500 HB, Nijmegen, The Netherlands
- Radboud Alzheimer Center, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Marcel M Verbeek
- Department of Neurology, Donders Institute for Brain, Cognition and Behaviour, Radboud University Medical Center, 830 TML, P. O. Box 9101, 6500 HB, Nijmegen, The Netherlands.
- Department of Human Genetics, Radboud University Medical Center, Nijmegen, The Netherlands.
- Radboud Alzheimer Center, Radboud University Medical Center, Nijmegen, The Netherlands.
| |
Collapse
|
5
|
Hristovska I, Binette AP, Kumar A, Gaiteri C, Karlsson L, Strandberg O, Janelidze S, van Westen D, Stomrud E, Palmqvist S, Ossenkoppele R, Mattsson-Carlgren N, Vogel JW, Hansson O. Identification of distinct and shared biomarker panels in different manifestations of cerebral small vessel disease through proteomic profiling. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.06.10.24308599. [PMID: 38947084 PMCID: PMC11213103 DOI: 10.1101/2024.06.10.24308599] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 07/02/2024]
Abstract
The pathophysiology underlying various manifestations of cerebral small vessel disease (cSVD) remains obscure. Using cerebrospinal fluid proximity extension assays and co-expression network analysis of 2,943 proteins, we found common and distinct proteomic signatures between white matter lesions (WML), microbleeds and infarcts measured in 856 living patients, and validated WML-associated proteins in three additional datasets. Proteins indicative of extracellular matrix dysregulation and vascular remodeling, including ELN, POSTN, CCN2 and MMP12 were elevated across all cSVD manifestations, with MMP12 emerging as an early cSVD indicator. cSVD-associated proteins formed a co-abundance network linked to metabolism and enriched in endothelial and arterial smooth muscle cells, showing elevated levels at early disease manifestations. Later disease stages involved changes in microglial proteins, associated with longitudinal WML progression, and changes in neuronal proteins mediating WML-associated cognitive decline. These findings provide an atlas of novel cSVD biomarkers and a promising roadmap for the next generation of cSVD therapeutics.
Collapse
Affiliation(s)
- Ines Hristovska
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Alexa Pichet Binette
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Atul Kumar
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Chris Gaiteri
- Department of Psychiatry, SUNY Upstate Medical University, Syracuse, NY, USA
- Rush University Alzheimer's Disease Center, Rush University, Chicago IL, USA
| | - Linda Karlsson
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Olof Strandberg
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Shorena Janelidze
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
| | - Danielle van Westen
- Diagnostic Radiology, Department of Clinical Sciences Lund, Lund University
- Imaging and Function, Skåne University Hospital, Lund, Sweden
| | - Erik Stomrud
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
| | - Sebastian Palmqvist
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
| | - Rik Ossenkoppele
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
- Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC location VUmc, Amsterdam, The Netherlands
- Amsterdam Neuroscience, Neurodegeneration, Amsterdam, The Netherlands
| | - Niklas Mattsson-Carlgren
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
- Department of Neurology, Skåne University Hospital, Lund, Sweden
- Wallenberg Center for Molecular Medicine, Lund University, Lund, Sweden
| | - Jacob W Vogel
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
- Department of Clinical Sciences, Malmö, SciLifeLab, Lund University, Lund, Sweden
| | - Oskar Hansson
- Clinical Memory Research Unit, Department of Clinical Sciences Malmö, Lund University, Lund, Sweden
- Memory Clinic, Skåne University Hospital, Malmö, Sweden
| |
Collapse
|
6
|
Brown RB, Tozer DJ, Loubière L, Harshfield EL, Hong YT, Fryer TD, Williams GB, Graves MJ, Aigbirhio FI, O'Brien JT, Markus HS. MINocyclinE to Reduce inflammation and blood-brain barrier leakage in small Vessel diseAse (MINERVA): A phase II, randomized, double-blind, placebo-controlled experimental medicine trial. Alzheimers Dement 2024; 20:3852-3863. [PMID: 38629936 PMCID: PMC11180856 DOI: 10.1002/alz.13830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2023] [Revised: 02/13/2024] [Accepted: 03/16/2024] [Indexed: 06/18/2024]
Abstract
INTRODUCTION Cerebral small vessel disease (SVD) is a common cause of stroke/vascular dementia with few effective treatments. Neuroinflammation and increased blood-brain barrier (BBB) permeability may influence pathogenesis. In rodent models, minocycline reduced inflammation/BBB permeability. We determined whether minocycline had a similar effect in patients with SVD. METHODS MINERVA was a single-center, phase II, randomized, double-blind, placebo-controlled trial. Forty-four participants with moderate-to-severe SVD took minocycline or placebo for 3 months. Co-primary outcomes were microglial signal (determined using 11C-PK11195 positron emission tomography) and BBB permeability (using dynamic contrast-enhanced MRI). RESULTS Forty-four participants were recruited between September 2019 and June 2022. Minocycline had no effect on 11C-PK11195 binding (relative risk [RR] 1.01, 95% confidence interval [CI] 0.98-1.04), or BBB permeability (RR 0.97, 95% CI 0.91-1.03). Serum inflammatory markers were not affected. DISCUSSION 11C-PK11195 binding and increased BBB permeability are present in SVD; minocycline did not reduce either process. Whether these pathophysiological mechanisms are disease-causing remains unclear. INTERNATIONAL CLINICAL TRIALS REGISTRY PORTAL IDENTIFIER ISRCTN15483452 HIGHLIGHTS: We found focal areas of increased microglial signal and increased blood-brain barrier permeability in patients with small vessel disease. Minocycline treatment was not associated with a change in these processes measured using advanced neuroimaging. Blood-brain barrier permeability was dynamic but MRI-derived measurements correlated well with CSF/serum albumin ratio. Advanced neuroimaging is a feasible outcome measure for mechanistic clinical trials.
Collapse
Affiliation(s)
- Robin B. Brown
- Department of Clinical NeurosciencesUniversity of CambridgeCambridgeUK
| | - Daniel J. Tozer
- Department of Clinical NeurosciencesUniversity of CambridgeCambridgeUK
| | - Laurence Loubière
- Department of Clinical NeurosciencesUniversity of CambridgeCambridgeUK
| | | | - Young T. Hong
- Department of Clinical NeurosciencesUniversity of CambridgeCambridgeUK
- Wolfson Brain Imaging CentreUniversity of CambridgeCambridgeUK
| | - Tim D. Fryer
- Department of Clinical NeurosciencesUniversity of CambridgeCambridgeUK
- Wolfson Brain Imaging CentreUniversity of CambridgeCambridgeUK
| | - Guy B. Williams
- Department of Clinical NeurosciencesUniversity of CambridgeCambridgeUK
- Wolfson Brain Imaging CentreUniversity of CambridgeCambridgeUK
| | - Martin J. Graves
- Department of RadiologyUniversity of CambridgeCambridgeCambridgeUK
| | - Franklin I. Aigbirhio
- Department of Clinical NeurosciencesUniversity of CambridgeCambridgeUK
- Wolfson Brain Imaging CentreUniversity of CambridgeCambridgeUK
| | | | - Hugh S. Markus
- Department of Clinical NeurosciencesUniversity of CambridgeCambridgeUK
| |
Collapse
|
7
|
Menéndez-Valladares P, Acevedo Aguilera R, Núñez-Jurado D, López Azcárate C, Domínguez Mayoral AM, Fernández-Vega A, Pérez-Sánchez S, Lamana Vallverdú M, García-Sánchez MI, Morales Bravo M, Busquier T, Montaner J. A Search for New Biological Pathways in Cerebral Autosomal Dominant Arteriopathy with Subcortical Infarcts and Leukoencephalopathy by Proteomic Research. J Clin Med 2024; 13:3138. [PMID: 38892848 PMCID: PMC11172732 DOI: 10.3390/jcm13113138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 05/17/2024] [Accepted: 05/23/2024] [Indexed: 06/21/2024] Open
Abstract
Background/Objectives: Cerebral Autosomal Dominant Arteriopathy with Subcortical Infarcts and Leukoencephalopathy (CADASIL) is a hereditary small vessel disease leading to significant morbidity and mortality. Despite advances in genetic diagnosis, the underlying pathophysiology remains incompletely understood. Proteomic studies offer insights into disease mechanisms by identifying altered protein expression patterns. Here, we conducted a proteomic analysis to elucidate molecular pathways associated with CADASIL. Methods: We enrolled genetically diagnosed CADASIL patients and healthy, genetically related controls. Plasma samples were subjected to proteomic analysis using the Olink platform, measuring 552 proteins across six panels. The data were analyzed from several approaches by using three different statistical methods: Exploratory Principal Component Analysis (PCA) and Partial Least Squares-Discriminant Analysis (PLS-DA), differential expression with moderated t-test, and gene set enrichment analysis (GSEA). In addition, bioinformatics analysis, including volcano plot, heatmap, and Variable Importance on Projection (VIP) scores from the PLS-DA model were drawn. Results: Significant differences in protein expression were observed between CADASIL patients and controls. RSPO1 and FGF-19 exhibited elevated levels (p < 0.05), while PPY showed downregulation (p < 0.05) in CADASIL patients, suggesting their involvement in disease pathogenesis. Furthermore, MIC-A/B expression varied significantly between patients with mutations in exon 4 versus exon 11 of the NOTCH3 gene (p < 0.05), highlighting potential immunological mechanisms underlying CADASIL. We identified altered pathways using GSEA, applied after ranking the study data. Conclusions: Our study provides novel insights into the proteomic profile of CADASIL, identifying dysregulated proteins associated with vascular pathology, metabolic dysregulation, and immune activation. These findings contribute to a deeper understanding of CADASIL pathophysiology and may inform the development of targeted therapeutic strategies. Further research is warranted to validate these biomarkers and elucidate their functional roles in disease progression.
Collapse
Affiliation(s)
- Paloma Menéndez-Valladares
- Department of Neurology, Virgen Macarena University Hospital, 41009 Seville, Spain; (P.M.-V.); (R.A.A.); (D.N.-J.); (C.L.A.); (S.P.-S.); (M.L.V.); (M.M.B.); (J.M.)
- Department of Neurology, Institute of Biomedicine of Seville (IBIS), 41013 Seville, Spain
- Department of Clinical Biochemistry, Virgen Macarena University Hospital, 41009 Seville, Spain
- Commission of Neurochemistry and Neurological Diseases, Spanish Society of Laboratory Medicine, 08025 Barcelona, Spain
| | - Rosa Acevedo Aguilera
- Department of Neurology, Virgen Macarena University Hospital, 41009 Seville, Spain; (P.M.-V.); (R.A.A.); (D.N.-J.); (C.L.A.); (S.P.-S.); (M.L.V.); (M.M.B.); (J.M.)
- Department of Neurology, Institute of Biomedicine of Seville (IBIS), 41013 Seville, Spain
| | - David Núñez-Jurado
- Department of Neurology, Virgen Macarena University Hospital, 41009 Seville, Spain; (P.M.-V.); (R.A.A.); (D.N.-J.); (C.L.A.); (S.P.-S.); (M.L.V.); (M.M.B.); (J.M.)
- Department of Neurology, Institute of Biomedicine of Seville (IBIS), 41013 Seville, Spain
- Department of Clinical Biochemistry, Virgen Macarena University Hospital, 41009 Seville, Spain
| | - Cristina López Azcárate
- Department of Neurology, Virgen Macarena University Hospital, 41009 Seville, Spain; (P.M.-V.); (R.A.A.); (D.N.-J.); (C.L.A.); (S.P.-S.); (M.L.V.); (M.M.B.); (J.M.)
- Department of Neurology, Institute of Biomedicine of Seville (IBIS), 41013 Seville, Spain
| | - Ana María Domínguez Mayoral
- Department of Neurology, Virgen Macarena University Hospital, 41009 Seville, Spain; (P.M.-V.); (R.A.A.); (D.N.-J.); (C.L.A.); (S.P.-S.); (M.L.V.); (M.M.B.); (J.M.)
- Department of Neurology, Institute of Biomedicine of Seville (IBIS), 41013 Seville, Spain
| | - Alejandro Fernández-Vega
- Department of Neurology, Virgen Macarena University Hospital, 41009 Seville, Spain; (P.M.-V.); (R.A.A.); (D.N.-J.); (C.L.A.); (S.P.-S.); (M.L.V.); (M.M.B.); (J.M.)
- Department of Neurology, Institute of Biomedicine of Seville (IBIS), 41013 Seville, Spain
| | - Soledad Pérez-Sánchez
- Department of Neurology, Virgen Macarena University Hospital, 41009 Seville, Spain; (P.M.-V.); (R.A.A.); (D.N.-J.); (C.L.A.); (S.P.-S.); (M.L.V.); (M.M.B.); (J.M.)
- Department of Neurology, Institute of Biomedicine of Seville (IBIS), 41013 Seville, Spain
| | - Marcel Lamana Vallverdú
- Department of Neurology, Virgen Macarena University Hospital, 41009 Seville, Spain; (P.M.-V.); (R.A.A.); (D.N.-J.); (C.L.A.); (S.P.-S.); (M.L.V.); (M.M.B.); (J.M.)
- Department of Neurology, Institute of Biomedicine of Seville (IBIS), 41013 Seville, Spain
| | | | - María Morales Bravo
- Department of Neurology, Virgen Macarena University Hospital, 41009 Seville, Spain; (P.M.-V.); (R.A.A.); (D.N.-J.); (C.L.A.); (S.P.-S.); (M.L.V.); (M.M.B.); (J.M.)
- Department of Neurology, Institute of Biomedicine of Seville (IBIS), 41013 Seville, Spain
| | - Teresa Busquier
- Department of Radiology, Virgen Macarena University Hospital, 41009 Seville, Spain;
| | - Joan Montaner
- Department of Neurology, Virgen Macarena University Hospital, 41009 Seville, Spain; (P.M.-V.); (R.A.A.); (D.N.-J.); (C.L.A.); (S.P.-S.); (M.L.V.); (M.M.B.); (J.M.)
- Department of Neurology, Institute of Biomedicine of Seville (IBIS), 41013 Seville, Spain
| |
Collapse
|
8
|
Koohi F, Harshfield EL, Shatunov A, Markus HS. Does Thrombosis Play a Causal Role in Lacunar Stroke and Cerebral Small Vessel Disease? Stroke 2024; 55:934-942. [PMID: 38527140 PMCID: PMC10962440 DOI: 10.1161/strokeaha.123.044937] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 11/02/2023] [Accepted: 12/05/2023] [Indexed: 03/27/2024]
Abstract
BACKGROUND The importance of thromboembolism in the pathogenesis of lacunar stroke (LS), resulting from cerebral small vessel disease (cSVD), is debated, and although antiplatelets are widely used in secondary prevention after LS, there is limited trial evidence from well-subtyped patients to support this approach. We sought to evaluate whether altered anticoagulation plays a causal role in LS and cSVD using 2-sample Mendelian randomization. METHODS From a recent genome-wide association study (n=81 190), we used 119 genetic variants associated with venous thrombosis at genome-wide significance (P<5*10-8) and with a linkage disequilibrium r2<0.001 as instrumental variables. We also used genetic associations with stroke from the GIGASTROKE consortium (62 100 ischemic stroke cases: 10 804 cardioembolic stroke, 6399 large-artery stroke, and 6811 LS). In view of the lower specificity for LS with the CT-based phenotyping mainly used in GIGASTROKE, we also used data from patients with magnetic resonance imaging-confirmed LS (n=3199). We also investigated associations with more chronic magnetic resonance imaging features of cSVD, namely, white matter hyperintensities (n=37 355) and diffusion tensor imaging metrics (n=36 533). RESULTS Mendelian randomization analyses showed that genetic predisposition to venous thrombosis was associated with an increased odds of any ischemic stroke (odds ratio [OR], 1.19 [95% CI, 1.13-1.26]), cardioembolic stroke (OR, 1.32 [95% CI, 1.21-1.45]), and large-artery stroke (OR, 1.41 [95% CI, 1.26-1.57]) but not with LS (OR, 1.07 [95% CI, 0.99-1.17]) in GIGASTROKE. Similar results were found for magnetic resonance imaging-confirmed LS (OR, 0.94 [95% CI, 0.81-1.09]). Genetically predicted risk of venous thrombosis was not associated with imaging markers of cSVD. CONCLUSIONS These findings suggest that altered thrombosis plays a role in the risk of cardioembolic and large-artery stroke but is not a causal risk factor for LS or imaging markers of cSVD. This raises the possibility that antithrombotic medication may be less effective in cSVD and underscores the necessity for further trials in well-subtyped cohorts with LS to evaluate the efficacy of different antithrombotic regimens in LS.
Collapse
Affiliation(s)
- Fatemeh Koohi
- Department of Clinical Neurosciences, Stroke Research Group, University of Cambridge, United Kingdom
| | - Eric L. Harshfield
- Department of Clinical Neurosciences, Stroke Research Group, University of Cambridge, United Kingdom
| | - Alexey Shatunov
- Department of Clinical Neurosciences, Stroke Research Group, University of Cambridge, United Kingdom
| | - Hugh S. Markus
- Department of Clinical Neurosciences, Stroke Research Group, University of Cambridge, United Kingdom
| |
Collapse
|
9
|
Wu LY, Chai YL, Cheah IK, Chia RSL, Hilal S, Arumugam TV, Chen CP, Lai MKP. Blood-based biomarkers of cerebral small vessel disease. Ageing Res Rev 2024; 95:102247. [PMID: 38417710 DOI: 10.1016/j.arr.2024.102247] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2023] [Revised: 02/12/2024] [Accepted: 02/22/2024] [Indexed: 03/01/2024]
Abstract
Age-associated cerebral small vessel disease (CSVD) represents a clinically heterogenous condition, arising from diverse microvascular mechanisms. These lead to chronic cerebrovascular dysfunction and carry a substantial risk of subsequent stroke and vascular cognitive impairment in aging populations. Owing to advances in neuroimaging, in vivo visualization of cerebral vasculature abnormities and detection of CSVD, including lacunes, microinfarcts, microbleeds and white matter lesions, is now possible, but remains a resource-, skills- and time-intensive approach. As a result, there has been a recent proliferation of blood-based biomarker studies for CSVD aimed at developing accessible screening tools for early detection and risk stratification. However, a good understanding of the pathophysiological processes underpinning CSVD is needed to identify and assess clinically useful biomarkers. Here, we provide an overview of processes associated with CSVD pathogenesis, including endothelial injury and dysfunction, neuroinflammation, oxidative stress, perivascular neuronal damage as well as cardiovascular dysfunction. Then, we review clinical studies of the key biomolecules involved in the aforementioned processes. Lastly, we outline future trends and directions for CSVD biomarker discovery and clinical validation.
Collapse
Affiliation(s)
- Liu-Yun Wu
- Memory Aging and Cognition Centre, National University Health System, Singapore; Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Yuek Ling Chai
- Memory Aging and Cognition Centre, National University Health System, Singapore; Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Irwin K Cheah
- Department of Biochemistry, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Neurobiology Programme, Centre for Life Sciences, National University of Singapore, Singapore
| | - Rachel S L Chia
- Memory Aging and Cognition Centre, National University Health System, Singapore; Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Saima Hilal
- Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Kent Ridge, Singapore
| | - Thiruma V Arumugam
- School of Pharmacy, Sungkyunkwan University, Suwon, Republic of Korea; Centre for Cardiovascular Biology and Disease Research, Department of Microbiology, Anatomy, Physiology and Pharmacology, School of Agriculture, Biomedicine and Environment, La Trobe University, Bundoora, VIC, Australia
| | - Christopher P Chen
- Memory Aging and Cognition Centre, National University Health System, Singapore; Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Mitchell K P Lai
- Memory Aging and Cognition Centre, National University Health System, Singapore; Department of Pharmacology, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
| |
Collapse
|
10
|
Hansra GK, Jayasena T, Hosoki S, Poljak A, Lam BCP, Rust R, Sagare A, Zlokovic B, Thalamuthu A, Sachdev PS. Fluid biomarkers of the neurovascular unit in cerebrovascular disease and vascular cognitive disorders: A systematic review and meta-analysis. CEREBRAL CIRCULATION - COGNITION AND BEHAVIOR 2024; 6:100216. [PMID: 38510579 PMCID: PMC10951911 DOI: 10.1016/j.cccb.2024.100216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/10/2023] [Revised: 01/30/2024] [Accepted: 02/16/2024] [Indexed: 03/22/2024]
Abstract
Background The disruption of the neurovascular unit (NVU), which maintains the integrity of the blood brain barrier (BBB), has been identified as a critical mechanism in the development of cerebrovascular and neurodegenerative disorders. However, the understanding of the pathophysiological mechanisms linking NVU dysfunction to the disorders is incomplete, and reliable blood biomarkers to measure NVU dysfunction are yet to be established. This systematic review and meta-analysis aimed to identify biomarkers associated with BBB dysfunction in large vessel disease, small vessel disease (SVD) and vascular cognitive disorders (VCD). Methods A literature search was conducted in PubMed, EMBASE, Scopus and PsychINFO to identify blood biomarkers related to dysfunction of the NVU in disorders with vascular pathologies published until 20 November 2023. Studies that assayed one or more specific markers in human serum or plasma were included. Quality of studies was assessed using the Newcastle-Ottawa Quality Assessment Scale. Effects were pooled and methodological heterogeneity examined using the random effects model. Results A total of 112 studies were included in this review. Where study numbers allowed, biomarkers were analysed using random effect meta-analysis for VCD (1 biomarker; 5 studies) and cerebrovascular disorders, including stroke and SVD (9 biomarkers; 29 studies) while all remaining biomarkers (n = 17 biomarkers; 78 studies) were examined through qualitative analysis. Results of the meta-analysis revealed that cerebrospinal fluid/serum albumin quotient (Q-Alb) reliably differentiates VCD patients from healthy controls (MD = 2.77; 95 % CI = 1.97-3.57; p < 0.0001) while commonly measured biomarkers of endothelial dysfunction (VEGF, VCAM-1, ICAM-1, vWF and E-selectin) and neuronal injury (NfL) were significantly elevated in vascular pathologies. A qualitative assessment of non-meta-analysed biomarkers revealed NSE, NfL, vWF, ICAM-1, VCAM-1, lipocalin-2, MMP-2 and MMP-9 levels to be upregulated in VCD, although these findings were not consistently replicated. Conclusions This review identifies several promising biomarkers of NVU dysfunction which require further validation. A panel of biomarkers representing multiple pathophysiological pathways may offer greater discriminative power in distinguishing possible disease mechanisms of VCD.
Collapse
Affiliation(s)
- Gurpreet Kaur Hansra
- Centre for Healthy Brain Ageing, Discipline of Psychiatry and Mental Health, School of Clinical Medicine, University of New South Wales, Sydney, Australia
| | - Tharusha Jayasena
- Centre for Healthy Brain Ageing, Discipline of Psychiatry and Mental Health, School of Clinical Medicine, University of New South Wales, Sydney, Australia
| | - Satoshi Hosoki
- Centre for Healthy Brain Ageing, Discipline of Psychiatry and Mental Health, School of Clinical Medicine, University of New South Wales, Sydney, Australia
- Department of Neurology, National Cerebral and Cardiovascular Centre, Suita, Japan
| | - Anne Poljak
- Centre for Healthy Brain Ageing, Discipline of Psychiatry and Mental Health, School of Clinical Medicine, University of New South Wales, Sydney, Australia
- Bioanalytical Mass Spectrometry Facility, Mark Wainwright Analytical Centre, University of New South Wales, NSW, Australia
| | - Ben Chun Pan Lam
- Centre for Healthy Brain Ageing, Discipline of Psychiatry and Mental Health, School of Clinical Medicine, University of New South Wales, Sydney, Australia
- School of Psychology and Public Health, La Trobe University, Melbourne, Australia
| | - Ruslan Rust
- Department of Physiology and Neuroscience, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Abhay Sagare
- Department of Physiology and Neuroscience, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Berislav Zlokovic
- Department of Physiology and Neuroscience, Zilkha Neurogenetic Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Anbupalam Thalamuthu
- Centre for Healthy Brain Ageing, Discipline of Psychiatry and Mental Health, School of Clinical Medicine, University of New South Wales, Sydney, Australia
| | - Perminder S. Sachdev
- Centre for Healthy Brain Ageing, Discipline of Psychiatry and Mental Health, School of Clinical Medicine, University of New South Wales, Sydney, Australia
| |
Collapse
|
11
|
Xu M, Li J, Xu B, Zheng Q, Sun W. Association of coagulation markers with the severity of white matter hyperintensities in cerebral small vessel disease. Front Neurol 2024; 15:1331733. [PMID: 38390599 PMCID: PMC10883156 DOI: 10.3389/fneur.2024.1331733] [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: 11/06/2023] [Accepted: 01/22/2024] [Indexed: 02/24/2024] Open
Abstract
Background and purpose This study aimed to explore the correlation and causal relationship between fibrinogen, D-dimer, and the severity of cerebral white matter hyperintensity (MMH). Methods A retrospective analysis of 120 patients with cerebral small vessel disease (CSVD) confirmed by head MRI attending the Third Affiliated Hospital of Beijing University of Traditional Chinese Medicine from August 2021 to February 2023 was performed. According to the Fazekas scale score, the patients were divided into 42 cases in the mild group, 44 cases in the moderate group, and 34 cases in the severe group. The levels of fibrinogen and D-dimer were compared among the three groups; the correlations between fibrinogen, D-dimer, and WMH severity were further analyzed; and independent risk factors for WMH severity were explored using the multivariate ordered logistic regression analysis. Furthermore, a two-sample Mendelian randomization (MR) analysis was performed to investigate the genetically predicted effect of fibrinogen and D-dimer on WMH. Results As the severity of WMH increased, the levels of D-dimer and fibrinogen also gradually increased, and the results showed a positive correlational association, with significant differences within the groups (all p < 0.05); the multivariate ordered logistic regression model showed that after adjusting for the relevant covariates, D-dimer (OR = 5.998, 95% CI 2.213-16.252, p < 0.001) and fibrinogen (OR = 9.074, 95% CI 4.054-20.311, p < 0.001) remained independent risk factors for the severity of WMH. In the MR study, the random-effect inverse variance weighted (IVW) model showed that increased levels of genetically predicted D-dimer (OR, 1.01; 95% confidence interval 0.95-1.06; p = 0.81) and fibrinogen (OR, 1.91; 95% confidence interval 0.97-3.78; p = 0.06) were not associated with increased risk of WMH. The authors did not obtain strong evidence of a direct causal relationship between D-dimer, fibrinogen, and WMH. Conclusion In this retrospective-based study, the authors found possible associations between D-dimer, fibrinogen, and WMH, but there was no obvious causal evidence. Further efforts are still needed to investigate the pathophysiology between D-dimer, fibrinogen, and WMH.
Collapse
Affiliation(s)
- Mingyuan Xu
- Third Affiliated Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Jingjing Li
- Yichang Traditional Chinese Medicine Hospital, Yichang, China
| | - Bu Xu
- Third Affiliated Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Qin Zheng
- Third Affiliated Hospital, Beijing University of Chinese Medicine, Beijing, China
| | - Wenjun Sun
- Third Affiliated Hospital, Beijing University of Chinese Medicine, Beijing, China
| |
Collapse
|
12
|
Overmars LM, Kuipers S, van Es B, de Bresser J, Bron EE, Hoefer IE, Van Solinge WW, Kappelle LJ, van Osch MJP, Teunissen CE, Biessels GJ, Haitjema S. A cluster of blood-based protein biomarkers associated with decreased cerebral blood flow relates to future cardiovascular events in patients with cardiovascular disease. J Cereb Blood Flow Metab 2023; 43:2060-2071. [PMID: 37572101 PMCID: PMC10925867 DOI: 10.1177/0271678x231195243] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 05/15/2023] [Accepted: 06/21/2023] [Indexed: 08/14/2023]
Abstract
Biological processes underlying decreased cerebral blood flow (CBF) in patients with cardiovascular disease (CVD) are largely unknown. We hypothesized that identification of protein clusters associated with lower CBF in patients with CVD may explain underlying processes. In 428 participants (74% cardiovascular diseases; 26% reference participants) from the Heart-Brain Connection Study, we assessed the relationship between 92 plasma proteins from the Olink® cardiovascular III panel and normal-appearing grey matter CBF, using affinity propagation and hierarchical clustering algorithms, and generated a Biomarker Compound Score (BCS). The BCS was related to cardiovascular risk and observed cardiovascular events within 2-year follow-up using Spearman correlation and logistic regression. Thirteen proteins were associated with CBF (ρSpearman range: -0.10 to -0.19, pFDR-corrected <0.05), and formed one cluster. The cluster primarily reflected extracellular matrix organization processes. The BCS was higher in patients with CVD compared to reference participants (pFDR-corrected <0.05) and was associated with cardiovascular risk (ρSpearman 0.42, p < 0.001) and cardiovascular events (OR 2.05, p < 0.01). In conclusion, we identified a cluster of plasma proteins related to CBF, reflecting extracellular matrix organization processes, that is also related to future cardiovascular events in patients with CVD, representing potential targets to preserve CBF and mitigate cardiovascular risk in patients with CVD.
Collapse
Affiliation(s)
- L Malin Overmars
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center, Utrecht University, Utrecht, the Netherlands
| | - Sanne Kuipers
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center, Utrecht University, Utrecht, the Netherlands
| | - Bram van Es
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
- MedxAI, Theophile de Bockstraat 77-1, Amsterdam, the Netherlands
| | - Jeroen de Bresser
- Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Esther E Bron
- Department of Radiology & Nuclear Medicine, Erasmus MC, Rotterdam, the Netherlands
| | - Imo E Hoefer
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Wouter W Van Solinge
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - L Jaap Kappelle
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center, Utrecht University, Utrecht, the Netherlands
| | - Matthias JP van Osch
- Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands
| | - Charlotte E Teunissen
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Geert Jan Biessels
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center, Utrecht University, Utrecht, the Netherlands
| | - Saskia Haitjema
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Heart-Brain Connection Consortium
- Central Diagnostic Laboratory, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
- Department of Neurology, UMC Utrecht Brain Center, University Medical Center, Utrecht University, Utrecht, the Netherlands
- MedxAI, Theophile de Bockstraat 77-1, Amsterdam, the Netherlands
- Department of Radiology, Leiden University Medical Center, Leiden, the Netherlands
- Department of Radiology & Nuclear Medicine, Erasmus MC, Rotterdam, the Netherlands
- Neurochemistry Laboratory, Department of Clinical Chemistry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| |
Collapse
|
13
|
Tian Y, Yao D, Pan Y, Wang M, Meng X, Zhao X, Liu L, Wang Y, Wang Y. Implication of heart rate variability on cerebral small vessel disease: A potential therapeutic target. CNS Neurosci Ther 2023; 29:1379-1391. [PMID: 36786131 PMCID: PMC10068455 DOI: 10.1111/cns.14111] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2022] [Revised: 11/19/2022] [Accepted: 01/15/2023] [Indexed: 02/15/2023] Open
Abstract
OBJECTIVE This study aimed to investigate the relationships of heart rate variability (HRV) with the presence, severity, and individual neuroimaging markers of cerebral small vessel disease (CSVD). METHOD A total of 4676 participants from the Third China National Stroke Registry (CNSR-III) study were included in this cross-sectional analysis. CSVD and its markers, including white matter hyperintensity (WMH), lacunes, enlarged perivascular spaces (EPVS), cerebral microbleeds (CMBs), and brain atrophy (BA), were evaluated. Two common HRV parameters, including the square root of the mean of the sum of the squares of differences between adjacent N-N intervals (RMSSD) and the standard deviation of all N-N intervals (SDNN), were used to evaluate the function of the autonomic nervous system (ANS). Binary or ordinal logistic regression analyses were performed to investigate the association between HRV and CSVD. In addition, two-sample mendelian randomization (MR) analyses were performed to investigate the causality of HRV with CSVD. RESULTS RMSSD was significantly associated with total burden of CSVD (Wardlaw's scale, common odds ratio [cOR] 0.80, 95% confidence interval [CI] 0.67-0.96, p = 0.02; Rothwell's scale, cOR 0.75, 95% CI 0.60-0.93, p = 0.008) and the presence of CSVD (Rothwell, OR 0.75, 95% CI 0.60-0.93, p = 0.008). However, no significant associations between SDNN and the presence or total burden of CSVD were observed. Moreover, RMSSD was related to WMH burden (OR 0.80, 95% CI 0.66-0.96, p = 0.02), modified WMH burden (cOR 0.82, 95% CI 0.69-0.97, p = 0.02), and Deep-WMH (OR 0.75, 95% CI 0.62-0.91, p = 0.003), while SDNN was related to Deep-WMH (OR 0.80, 95% CI 0.66-0.96, p = 0.02) and BA (cOR 0.80, 95% CI 0.68-0.95, p = 0.009). Furthermore, adding HRV to the conventional model based on vascualr risk factors enhanced the predictive performance for CSVD, as validated by the integrated discrimination index (p < 0.05). In addition, no causality between HRV and CSVD was observed in two-sample MR analyses. CONCLUSION Decreased HRV may be a potential risk factor of CSVD, implying the possible role of the ANS in the pathogenesis of CSVD.
Collapse
Affiliation(s)
- Yu Tian
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,China National Clinical Research Center for Neurological Diseases, Beijing, China.,Chinese Institute for Brain Research, Beijing, China.,Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China.,National Center for Neurological Diseases, Beijing, China
| | - Dongxiao Yao
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,China National Clinical Research Center for Neurological Diseases, Beijing, China.,Chinese Institute for Brain Research, Beijing, China.,Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China.,National Center for Neurological Diseases, Beijing, China
| | - Yuesong Pan
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,China National Clinical Research Center for Neurological Diseases, Beijing, China.,Chinese Institute for Brain Research, Beijing, China.,Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China.,National Center for Neurological Diseases, Beijing, China
| | - Mengxing Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,China National Clinical Research Center for Neurological Diseases, Beijing, China.,Chinese Institute for Brain Research, Beijing, China.,Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China.,National Center for Neurological Diseases, Beijing, China
| | - Xia Meng
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,China National Clinical Research Center for Neurological Diseases, Beijing, China.,Chinese Institute for Brain Research, Beijing, China.,Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China.,National Center for Neurological Diseases, Beijing, China
| | - Xingquan Zhao
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,China National Clinical Research Center for Neurological Diseases, Beijing, China.,Chinese Institute for Brain Research, Beijing, China.,Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China.,National Center for Neurological Diseases, Beijing, China
| | - Liping Liu
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,China National Clinical Research Center for Neurological Diseases, Beijing, China.,Chinese Institute for Brain Research, Beijing, China.,Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China.,National Center for Neurological Diseases, Beijing, China
| | - Yongjun Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,China National Clinical Research Center for Neurological Diseases, Beijing, China.,Chinese Institute for Brain Research, Beijing, China.,Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China.,National Center for Neurological Diseases, Beijing, China
| | - Yilong Wang
- Department of Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China.,China National Clinical Research Center for Neurological Diseases, Beijing, China.,Chinese Institute for Brain Research, Beijing, China.,Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China.,National Center for Neurological Diseases, Beijing, China
| |
Collapse
|
14
|
Wan S, Dandu C, Han G, Guo Y, Ding Y, Song H, Meng R. Plasma inflammatory biomarkers in cerebral small vessel disease: A review. CNS Neurosci Ther 2022; 29:498-515. [PMID: 36478511 PMCID: PMC9873530 DOI: 10.1111/cns.14047] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2022] [Revised: 10/24/2022] [Accepted: 11/22/2022] [Indexed: 12/12/2022] Open
Abstract
Cerebral small vessel disease (CSVD) is a group of pathological processes affecting small arteries, arterioles, capillaries, and small veins of the brain. It is one of the most common subtypes of cerebrovascular diseases, especially highly prevalent in elderly populations, and is associated with stroke occurrence and recurrence, cognitive impairment, gait disorders, psychological disturbance, and dysuria. Its diagnosis mainly depends on MRI, characterized by recent small subcortical infarcts, lacunes, white matter hyperintensities (WMHs), enlarged perivascular spaces (EPVS), cerebral microbleeds (CMBs), and brain atrophy. While the pathophysiological processes of CSVD are not fully understood at present, inflammation is noticed as playing an important role. Herein, we aimed to review the relationship between plasma inflammatory biomarkers and the MRI features of CSVD, to provide background for further research.
Collapse
Affiliation(s)
- Shuling Wan
- Department of Neurology, National Center for Neurological Disorders, Xuanwu HospitalCapital Medical UniversityBeijingChina,Advanced Center of StrokeBeijing Institute for Brain DisordersBeijingChina
| | - Chaitu Dandu
- Department of NeurosurgeryWayne State University School of MedicineDetroitMichiganUSA
| | - Guangyu Han
- Department of Neurology, National Center for Neurological Disorders, Xuanwu HospitalCapital Medical UniversityBeijingChina,Advanced Center of StrokeBeijing Institute for Brain DisordersBeijingChina
| | - Yibing Guo
- Department of Neurology, National Center for Neurological Disorders, Xuanwu HospitalCapital Medical UniversityBeijingChina,Advanced Center of StrokeBeijing Institute for Brain DisordersBeijingChina
| | - Yuchuan Ding
- Department of NeurosurgeryWayne State University School of MedicineDetroitMichiganUSA
| | - Haiqing Song
- Department of Neurology, National Center for Neurological Disorders, Xuanwu HospitalCapital Medical UniversityBeijingChina,Advanced Center of StrokeBeijing Institute for Brain DisordersBeijingChina
| | - Ran Meng
- Department of Neurology, National Center for Neurological Disorders, Xuanwu HospitalCapital Medical UniversityBeijingChina,Advanced Center of StrokeBeijing Institute for Brain DisordersBeijingChina,Department of NeurosurgeryWayne State University School of MedicineDetroitMichiganUSA
| |
Collapse
|