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Nweke M, Mshunqane N. Characterization and stratification of risk factors of stroke in people living with HIV: A theory-informed systematic review. BMC Cardiovasc Disord 2025; 25:405. [PMID: 40426038 DOI: 10.1186/s12872-025-04833-2] [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: 09/30/2024] [Accepted: 05/07/2025] [Indexed: 05/29/2025] Open
Abstract
BACKGROUND Identification and stratification of risk factors for stroke among individuals living with HIV (PLWH) will facilitate primary prevention and prognostication, as well as strategies aimed at optimizing neurorehabilitation. This review sought to characterize and stratify the risk factors associated with stroke in PLWH. METHODS The review was structured in accordance with the preferred items for reporting systematic reviews and meta-analysis (PRISMA) checklist. The epidemiological triangle, Bradford criteria, and Rothman causality model further informed the review. The review outcomes encompassed cardiovascular factors, HIV-related factors, and personal and extrinsic factors associated with stroke in PLWH. We conducted searches in PubMed, Scopus, Medline, Web of Science, Cumulative Index for Nursing and Allied Health Literature, and African Journal (SABINET). Data screening and extraction were independently performed utilizing predefined eligibility criteria and a data-extraction template. Narrative synthesis and risk stratification were employed to analyze the results. RESULTS Thirty studies (22 cohorts and eight case-control) with a sample size of 353,995 participants were included in this review. The mean age of the participants was 45.1 ± 10.7 years. The majority of the participants (72.4%) were male. Risk factors for stroke in PLWH include cardiovascular factors (advanced age, tobacco use, hypertension, diabetes, atrial fibrillation, etc.), HIV-related factors (high viral load and low nadir CD4 count), personal factors (advanced age and female sex), and comorbidities (hepatitis C virus infection, chronic kidney disease, coronary artery disease, and liver fibrosis or cirrhosis). Diabetes, atrial fibrillation, smoking habits, hypertension, age, and viral load demonstrated a high likelihood of association with stroke in PLWH and should be prioritized when constructing clinical prediction algorithms for HIV-related stroke. CONCLUSIONS The most important factors were hypertension and chronic kidney disease, followed by smoking, dyslipidemia, diabetes, HCV, HBV, CD4 count, use of ART, TB, and substance use (cocaine). The least important factors were age, sex, ethnicity, obesity, alcohol use, ART duration, and viral load. The predictive significance of these factors is still evolving, given the average moderate certainty of evidence. Predictive and preventative models should target factors with a high causality index and low investigative costs. TRIAL REGISTRATION The review is part of a larger review registered with the PROSPERO (ID: CRD42024524494).
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Affiliation(s)
- Martins Nweke
- Department of Physiotherapy, School of Health Care Sciences, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa.
- Department of Physiotherapy, David Umahi Federal, University of Health Sciences, Ebonyi State, Uburu, Nigeria.
| | - Nombeko Mshunqane
- Department of Physiotherapy, School of Health Care Sciences, Faculty of Health Sciences, University of Pretoria, Pretoria, South Africa
- Department of Physiotherapy, School of Health Sciences, University of KwaZulu-Natal, Westville Campus, Durban, South Africa
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Fattakhov N, Ngo A, Torices S, Joseph JA, Okoro A, Moore C, Naranjo O, Becker S, Toborek M. Cenicriviroc prevents dysregulation of astrocyte/endothelial cross talk induced by ischemia and HIV-1 via inhibiting the NLRP3 inflammasome and pyroptosis. Am J Physiol Cell Physiol 2024; 326:C487-C504. [PMID: 38145295 PMCID: PMC11192487 DOI: 10.1152/ajpcell.00600.2023] [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: 11/08/2023] [Revised: 12/13/2023] [Accepted: 12/13/2023] [Indexed: 12/26/2023]
Abstract
Blood-brain barrier (BBB) breakdown is one of the pathophysiological characteristics of ischemic stroke, which may contribute to the progression of brain tissue damage and subsequent neurological impairment. Human immunodeficiency virus (HIV)-infected individuals are at greater risk for ischemic stroke due to diminished immune function and HIV-associated vasculopathy. Studies have shown that astrocytes are involved in maintaining BBB integrity and facilitating HIV-1 infection in the brain. The present study investigated whether targeting astrocyte-endothelial cell signaling with cenicriviroc (CVC), a dual chemokine receptor (CCR)2 and CCR5 antagonist, may protect against dysregulation of cross talk between these cells after oxygen-glucose deprivation/reoxygenation (OGD/R) combined with HIV-1 infection. Permeability assay with 10 kDa fluorescein isothiocyanate (FITC)-dextran demonstrated that CVC alleviated endothelial barrier disruption in noncontact coculture of human brain microvascular endothelial cells (HBMECs) with HIV-1-infected human astrocytes, and reversed downregulation of tight junction protein claudin-5 induced by OGD/R- and HIV-1. Moreover, CVC attenuated OGD/R- and HIV-1-triggered upregulation of the NOD-like receptor protein-3 (NLRP3) inflammasome and IL-1β secretion. Treatment with CVC also suppressed astrocyte pyroptosis by attenuating cleaved caspase-1 levels and the formation of cleaved N-terminal GSDMD (N-GSDMD). Secretome profiling revealed that CVC ameliorated secretion levels of chemokine CC chemokine ligand 17 (CCL17), adhesion molecule intercellular adhesion molecule-1 (ICAM-1), and T cell activation modulator T cell immunoglobulin and mucin domain 3 (TIM-3) by astrocytes synergistically induced by OGD/R and HIV-1. Overall, these results suggest that CVC contributes to restoring astrocyte-endothelial cross interactions in an astrocyte-dependent manner via protection against NLRP3 activation and pyroptosis.NEW & NOTEWORTHY The present study reveals the role of astrocytic NOD-like receptor protein-3 (NLRP3) inflammasome in dysfunctional astrocyte-endothelial cross interactions triggered in response to oxygen/glucose deprivation injury associated with human immunodeficiency virus type 1 (HIV-1) infection. Our results suggest that blocking NLRP3 inflammasome activation and pyroptosis-mediated inflammation with cenicriviroc (CVC) may constitute a potentially effective therapeutic strategy for blood-brain barrier (BBB) protection during HIV-1-associated ischemic stroke.
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Affiliation(s)
- Nikolai Fattakhov
- Department of Biochemistry and Molecular Biology, University of Miami Miller School of Medicine, Miami, Florida, United States
| | - Alex Ngo
- Department of Biochemistry and Molecular Biology, University of Miami Miller School of Medicine, Miami, Florida, United States
| | - Silvia Torices
- Department of Biochemistry and Molecular Biology, University of Miami Miller School of Medicine, Miami, Florida, United States
| | - Joelle-Ann Joseph
- Department of Biochemistry and Molecular Biology, University of Miami Miller School of Medicine, Miami, Florida, United States
| | - Adesuwa Okoro
- Department of Biochemistry and Molecular Biology, University of Miami Miller School of Medicine, Miami, Florida, United States
| | - Cameron Moore
- Department of Biochemistry and Molecular Biology, University of Miami Miller School of Medicine, Miami, Florida, United States
| | - Oandy Naranjo
- Department of Biochemistry and Molecular Biology, University of Miami Miller School of Medicine, Miami, Florida, United States
| | - Sarah Becker
- Department of Biochemistry and Molecular Biology, University of Miami Miller School of Medicine, Miami, Florida, United States
| | - Michal Toborek
- Department of Biochemistry and Molecular Biology, University of Miami Miller School of Medicine, Miami, Florida, United States
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Barakzie A, Jansen AG, ten Cate H, de Maat MP. Coagulation biomarkers for ischemic stroke. Res Pract Thromb Haemost 2023; 7:100160. [PMID: 37274178 PMCID: PMC10236221 DOI: 10.1016/j.rpth.2023.100160] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Revised: 03/24/2023] [Accepted: 03/25/2023] [Indexed: 06/06/2023] Open
Abstract
A State of the Art lecture titled "coagulation biomarkers for ischemic stroke" was presented at the International Society on Thrombosis and Haemostasis (ISTH) Congress in 2022. Ischemic stroke (IS) is a common disease with major morbidity and mortality. It is a challenge to determine which patients are at risk for IS or have poor clinical outcome after IS. An imbalance of coagulation markers may contribute to the progression and prognosis of IS. Therefore, we now discuss studies on the association of selected coagulation biomarkers from the hemostasis, inflammation, and immunothrombosis systems with the risk of IS, stroke severity at the acute phase, and clinical outcome after treatment. We report on coagulation biomarker-induced risk of IS, stroke severity, and outcomes following IS derived from prospective population studies, case-control studies, and acute-phase IS studies. We found indications that many coagulation and inflammation biomarkers are associated with IS, but it is early to conclude that any of these biomarkers can be applied in a therapeutic setting to predict patients at risk of IS, stroke severity at the acute phase, and clinical outcome after treatment. The strongest evidence for a role in IS was found for beta-thromboglobulin, von Willebrand factor, factor VIII, fibrinogen, thrombin-activatable fibrinolysis inhibitor, D-dimer, and neutrophil extracellular traps, and therefore, they are promising candidates. Further research and validation in large-size populations using well-defined study designs are warranted. Finally, we provide a selection of recent data relevant to this subject that was presented at the 2022 ISTH Congress.
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Affiliation(s)
- Aarazo Barakzie
- Department of Hematology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - A.J. Gerard Jansen
- Department of Hematology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
| | - Hugo ten Cate
- CARIM School for Cardiovascular Diseases, Maastricht University Medical Centre, The Netherlands
- Thrombosis Expertise Center and Department of Internal Medicine, Maastricht University Medical Centre, The Netherlands
| | - Moniek P.M. de Maat
- Department of Hematology, Erasmus MC, University Medical Center Rotterdam, Rotterdam, The Netherlands
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Diaz MA, Rosendale N. Exploring Stroke Risk Factors and Outcomes in Sexual and Gender Minority People. Neurol Clin Pract 2023; 13:e200106. [PMID: 36865633 PMCID: PMC9973321 DOI: 10.1212/cpj.0000000000200106] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/06/2022] [Accepted: 10/04/2022] [Indexed: 01/19/2023]
Abstract
Background and Objectives Cerebrovascular disease in sexual and gender minority (SGM) people remains poorly understood. Our primary objective was to describe the epidemiology and outcomes in a sample of SGM people with stroke. As a secondary objective, we compared this group with non-SGM people with stroke to assess for significant differences in risk factors or outcomes. Methods This was a retrospective chart review study of SGM people admitted to an urban stroke center with primary diagnosis of stroke (ischemic or hemorrhagic). We evaluated stroke epidemiology and outcomes, summarizing with descriptive statistics. We then matched 1 SGM person to 3 non-SGM people by year of birth and year of diagnosis to compare demographics, risk factors, inpatient stroke metrics, and outcomes. Results A total of 26 SGM people were included in the analysis: 20 (77%) had ischemic strokes, 5 (19%) intracerebral hemorrhages, and 1 (4%) subarachnoid hemorrhage. Compared with non-SGM people (n = 78), stroke subtypes showed a similar distribution (64 (82%) ischemic strokes, 12 (15%) intracerebral hemorrhages, 1 (1%) subarachnoid hemorrhage, and 1 nontraumatic subdural hematoma, p > 0.05) but suspected ischemic stroke mechanisms had a different distribution (χ2 = 17.56, p = 0.01). Traditional stroke risk factors were similar between the 2 groups. The SGM group seemed to have higher rates of nontraditional stroke factors, including HIV (31% vs 0%, p < 0.01), syphilis (19% vs 0%, p < 0.01), and hepatitis C (15% vs 5%, p < 0.01) but were more likely to be tested for these risk factors (χ2 = 15.80, p < 0.01; χ2 = 11.65, p < 0.01; χ2 = 7.83, p < 0.01, respectively). SGM people were more likely to have recurrent strokes (χ2 = 4.39, p < 0.04) despite similar follow-up rates. Discussion SGM people may have different risk factors, different mechanisms of stroke, and higher risk of recurrent stroke compared with non-SGM people. Standardized collection of sexual orientation and gender identity would enable larger studies to further understand disparities, leading to secondary prevention strategies.
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Affiliation(s)
- Michael Anthony Diaz
- Department of Neurology, University of California, San Francisco, San Francisco, CA
| | - Nicole Rosendale
- Department of Neurology, University of California, San Francisco, San Francisco, CA
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Sojka M, Drelich-Zbroja A, Kuczyńska M, Cheda M, Dąbrowska I, Kopyto E, Halczuk I, Zbroja M, Cyranka W, Jargiełło T. Ischemic and Hemorrhagic Cerebrovascular Events Related to COVID-19 Coagulopathy and Hypoxemia. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:11823. [PMID: 36142094 PMCID: PMC9517511 DOI: 10.3390/ijerph191811823] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/31/2022] [Revised: 09/12/2022] [Accepted: 09/15/2022] [Indexed: 06/16/2023]
Abstract
Since the very beginning of the COVID-19 pandemic, numerous researchers have made an effort to determine the molecular composition of the SARS-CoV-2 virus, and the exact pathomechanism through which the virus exerts such a devastating effect on the host/infected organism. Recent scientific evidence highlights the affinity of the virus towards ACE2 receptors, which are widespread in multiple human systems, including the central nervous system (CNS) and cerebral vessels. Such an affinity may explain endothelial dysfunction and damage that is observed in COVID-positive patients in histopathological studies, with subsequent dysregulation of the cerebral circulation leading to transient or acute cerebrovascular accidents. In this paper, we aimed to evaluate the effects of COVID-related hypoxemia and direct viral invasion on the cerebral circulation, with special respect to the postulated pathomechanism, vulnerable groups of patients, clinical course and outcomes, as well as diagnostic imaging findings.
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Affiliation(s)
- Michał Sojka
- Department of Interventional Radiology and Neuroradiology, Medical University of Lublin, 20-090 Lublin, Poland
| | - Anna Drelich-Zbroja
- Department of Interventional Radiology and Neuroradiology, Medical University of Lublin, 20-090 Lublin, Poland
| | - Maryla Kuczyńska
- Department of Interventional Radiology and Neuroradiology, Medical University of Lublin, 20-090 Lublin, Poland
| | - Mateusz Cheda
- Department of Interventional Radiology and Neuroradiology, Medical University of Lublin, 20-090 Lublin, Poland
| | - Izabela Dąbrowska
- Department of Interventional Radiology and Neuroradiology, Medical University of Lublin, 20-090 Lublin, Poland
| | - Ewa Kopyto
- Students’ Scientific Society at the Department of Interventional Radiology and Neuroradiology, Medical University of Lublin, 20-090 Lublin, Poland
| | - Izabela Halczuk
- Students’ Scientific Society at the Department of Interventional Radiology and Neuroradiology, Medical University of Lublin, 20-090 Lublin, Poland
| | - Monika Zbroja
- Students’ Scientific Society at the Department of Interventional Radiology and Neuroradiology, Medical University of Lublin, 20-090 Lublin, Poland
| | - Weronika Cyranka
- Students’ Scientific Society at the Department of Interventional Radiology and Neuroradiology, Medical University of Lublin, 20-090 Lublin, Poland
| | - Tomasz Jargiełło
- Department of Interventional Radiology and Neuroradiology, Medical University of Lublin, 20-090 Lublin, Poland
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Corbett C, Brey N, Pitcher RD, O'Hagan S, Esterhuizen TM, Chow FC, Decloedt EH. Prevalence and Characteristics of HIV-Associated Stroke in a Tertiary Hospital Setting in South Africa. Neurology 2022; 99:e904-e915. [PMID: 36038281 PMCID: PMC9502736 DOI: 10.1212/wnl.0000000000200780] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Accepted: 04/11/2022] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND AND OBJECTIVES Antiretroviral treatment (ART) era HIV-associated stroke data from sub-Saharan Africa are limited. We determined the prevalence of HIV in patients presenting with acute symptomatic stroke and compared risk factors, clinical characteristics, and brain imaging with age-matched stroke patients without HIV. METHODS We conducted a retrospective study of adults presenting with any type of stroke to Tygerberg Hospital in a 12-month period. Patients living with HIV (PLWH) and HIV-uninfected (HIV-) patients were matched based on age group (1:2 ratio). Patients were identified by keyword search, while HIV status was ascertained from laboratory data. Clinical and imaging data were extracted from medical records. RESULTS Among 884 patients presenting with acute strokes, the minimum prevalence of HIV infection was 9.3% (95% CI: 7.4%-11.2%), with 496 patients (56.1%) with negative HIV status and 306 patients with unknown HIV status (34.6%). The mean age at presentation in PLWH was 46 (±11) years compared with 55 (±14) years in HIV- patients (p < 0.001). Smoking was less prevalent in PLWH with an adjusted relative risk ratio of RR = 0.58 (95% CI: 0.39-0.86). Concurrent infection was more prevalent in PLWH (25.6% vs 4.9%, p ≤ 0.001) with an adjusted relative risk ratio of RR = 2.07 (95% CI: 1.49-2.84), largely in patients with a CD4 count <200 cells/μL. PLWH with higher CD4 counts (≥200 cells/μL, 51.3%) had more traditional risk factors and less concurrent infection. Among PLWH, 68.3% were on ART, and 39.3% of them had been started or restarted on ART within the past 6 months. Basal ganglia infarcts (35.6% vs 18.3%, p = 0.014) and multiple vascular territory involvement (25.4% vs 7.7%, p = 0.002) were more common in PLWH. Clinical presentation, ischemic stroke type, and in-hospital outcomes did not differ between the groups. DISCUSSION Stroke patients with HIV were younger, had less traditional cardiovascular risk factors, and more concurrent infections than patients without HIV, especially those with a lower CD4 count. Recent ART initiation or reinitiation rates were high. Significant differences in CT brain imaging findings were seen. Understanding the multifactorial mechanisms underlying increased stroke risk, including associated infections and potential ART-associated immune reconstitution, is crucial and needs further study.
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Affiliation(s)
- Craig Corbett
- From the Divisions of Clinical Pharmacology (C.C., E.H.D., F.C.C.) and Neurology (N.B.), Department of Medicine, Division of Radiodiagnosis (R.D.P., S.O.H.), Department of Medical Imaging and Clinical Oncology, and Biostatistics Unit (T.M.E.), Division of Epidemiology and Biostatistics, Stellenbosch University, Cape Town Western Cape, South Africa; and Departments of Neurology and Medicine (Infectious Diseases) (F.C.C.), University of California, San Francisco
| | - Naeem Brey
- From the Divisions of Clinical Pharmacology (C.C., E.H.D., F.C.C.) and Neurology (N.B.), Department of Medicine, Division of Radiodiagnosis (R.D.P., S.O.H.), Department of Medical Imaging and Clinical Oncology, and Biostatistics Unit (T.M.E.), Division of Epidemiology and Biostatistics, Stellenbosch University, Cape Town Western Cape, South Africa; and Departments of Neurology and Medicine (Infectious Diseases) (F.C.C.), University of California, San Francisco
| | - Richard D Pitcher
- From the Divisions of Clinical Pharmacology (C.C., E.H.D., F.C.C.) and Neurology (N.B.), Department of Medicine, Division of Radiodiagnosis (R.D.P., S.O.H.), Department of Medical Imaging and Clinical Oncology, and Biostatistics Unit (T.M.E.), Division of Epidemiology and Biostatistics, Stellenbosch University, Cape Town Western Cape, South Africa; and Departments of Neurology and Medicine (Infectious Diseases) (F.C.C.), University of California, San Francisco
| | - Suzanne O'Hagan
- From the Divisions of Clinical Pharmacology (C.C., E.H.D., F.C.C.) and Neurology (N.B.), Department of Medicine, Division of Radiodiagnosis (R.D.P., S.O.H.), Department of Medical Imaging and Clinical Oncology, and Biostatistics Unit (T.M.E.), Division of Epidemiology and Biostatistics, Stellenbosch University, Cape Town Western Cape, South Africa; and Departments of Neurology and Medicine (Infectious Diseases) (F.C.C.), University of California, San Francisco
| | - Tonya M Esterhuizen
- From the Divisions of Clinical Pharmacology (C.C., E.H.D., F.C.C.) and Neurology (N.B.), Department of Medicine, Division of Radiodiagnosis (R.D.P., S.O.H.), Department of Medical Imaging and Clinical Oncology, and Biostatistics Unit (T.M.E.), Division of Epidemiology and Biostatistics, Stellenbosch University, Cape Town Western Cape, South Africa; and Departments of Neurology and Medicine (Infectious Diseases) (F.C.C.), University of California, San Francisco
| | - Felicia C Chow
- From the Divisions of Clinical Pharmacology (C.C., E.H.D., F.C.C.) and Neurology (N.B.), Department of Medicine, Division of Radiodiagnosis (R.D.P., S.O.H.), Department of Medical Imaging and Clinical Oncology, and Biostatistics Unit (T.M.E.), Division of Epidemiology and Biostatistics, Stellenbosch University, Cape Town Western Cape, South Africa; and Departments of Neurology and Medicine (Infectious Diseases) (F.C.C.), University of California, San Francisco
| | - Eric H Decloedt
- From the Divisions of Clinical Pharmacology (C.C., E.H.D., F.C.C.) and Neurology (N.B.), Department of Medicine, Division of Radiodiagnosis (R.D.P., S.O.H.), Department of Medical Imaging and Clinical Oncology, and Biostatistics Unit (T.M.E.), Division of Epidemiology and Biostatistics, Stellenbosch University, Cape Town Western Cape, South Africa; and Departments of Neurology and Medicine (Infectious Diseases) (F.C.C.), University of California, San Francisco.
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Schapkaitz E, Libhaber E, Jacobson BF, Gerber A, Rhemtula H, Büller HR. Profile of antiphospholipid antibodies in HIV-infected and HIV-uninfected women with a history of thrombosis. Int J Lab Hematol 2022; 44:635-642. [PMID: 35132770 DOI: 10.1111/ijlh.13805] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 01/14/2022] [Accepted: 01/22/2022] [Indexed: 01/04/2023]
Abstract
INTRODUCTION Increased antiphospholipid antibodies (aPL) have been described in human immunodeficiency virus (HIV) infection. However, the association between aPL and the increased risk of thrombosis in HIV requires further clarification. METHODS We reviewed the medical records of 215 consecutive women with a history of thrombosis and/or obstetric complications (158 HIV-uninfected and 57 HIV-infected) between July 2017 and March 2021. Participants (n = 215) without clinical criteria manifestations for antiphospholipid syndrome were included as matched controls. Testing for lupus anticoagulant (LAC), anticardiolipin (aCL) and anti-beta2-glycoprotein1 (aβ2GP1) IgM and IgG was performed. RESULTS Thirty-two (10.1%) HIV-uninfected and 15 (13.2%) HIV-infected participants were positive at baseline for one of the five criteria aPL, with no statistically significant difference. The profile of the HIV-infected participants with thrombosis (n = 11) included LAC in 15.8%, aCL IgG in 3.5% and aβ2GP1 IgG in 1.8%. In contrast, the HIV-infected controls (n = 4), included aCL IgM in 1.8% and aβ2GP1 IgM in 5.3%. Only LAC was significantly associated with thrombosis (p < 0.003). On repeat testing, in a HIV-infected sub-population, 2/7 with thrombosis were positive, while 3/3 controls tested negative. CONCLUSION In contrast to earlier reports, the prevalence and expression of aPL in HIV-infected women with a history of thrombosis in the present study, in the era of antiretroviral therapy, were similar to HIV-uninfected women. Baseline LAC positivity was associated with a significantly increased risk for thrombosis in HIV. Future studies are recommended to explore additional coagulation abnormalities in HIV.
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Affiliation(s)
- Elise Schapkaitz
- Department of Molecular Medicine and Haematology, Faculty of Health Sciences, University of Witwatersrand Medical School, Johannesburg, South Africa
| | - Elena Libhaber
- HS Research Office and School of Clinical Medicine, Faculty of Health Sciences, University of Witwatersrand Medical School, Johannesburg, South Africa
| | - Barry F Jacobson
- Department of Molecular Medicine and Haematology, Faculty of Health Sciences, University of Witwatersrand Medical School, Johannesburg, South Africa
| | - Annika Gerber
- Department of Obstetrics, Faculty of Health Sciences, University of Witwatersrand Medical School, Johannesburg, South Africa
| | - Haroun Rhemtula
- Department of Obstetrics, Faculty of Health Sciences, University of Witwatersrand Medical School, Johannesburg, South Africa
| | - Harry R Büller
- Department of Vascular Medicine, Academic Medical Centre, University of Amsterdam, Amsterdam, The Netherlands
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8
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South K, McCulloch L, McColl BW, Elkind MSV, Allan SM, Smith CJ. Preceding infection and risk of stroke: An old concept revived by the COVID-19 pandemic. Int J Stroke 2020; 15:722-732. [PMID: 32618498 PMCID: PMC7534199 DOI: 10.1177/1747493020943815] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Accepted: 06/26/2020] [Indexed: 01/08/2023]
Abstract
Anecdotal reports and clinical observations have recently emerged suggesting a relationship between COVID-19 disease and stroke, highlighting the possibility that infected individuals may be more susceptible to cerebrovascular events. In this review we draw on emerging studies of the current pandemic and data from earlier, viral epidemics, to describe possible mechanisms by which SARS-CoV-2 may influence the prevalence of stroke, with a focus on the thromboinflammatory pathways, which may be perturbed. Some of these potential mechanisms are not novel but are, in fact, long-standing hypotheses linking stroke with preceding infection that are yet to be confirmed. The current pandemic may present a renewed opportunity to better understand the relationship between infection and stroke and possible underlying mechanisms.
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Affiliation(s)
- Kieron South
- Division of Neuroscience and Experimental Psychology, Lydia Becker Institute of Immunology and Inflammation, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
| | - Laura McCulloch
- Centre for Discovery Brain Sciences, UK Dementia Research Institute, University of Edinburgh, Edinburgh, UK
| | - Barry W McColl
- Centre for Discovery Brain Sciences, UK Dementia Research Institute, University of Edinburgh, Edinburgh, UK
| | - Mitchell SV Elkind
- Vagelos College of Physicians and Surgeons and Mailman School of Public Health, Columbia University, New York, NY, USA
| | - Stuart M Allan
- Division of Neuroscience and Experimental Psychology, Lydia Becker Institute of Immunology and Inflammation, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
| | - Craig J Smith
- Division of Cardiovascular Sciences, Lydia Becker Institute of Immunology and Inflammation, School of Biological Sciences, Faculty of Biology, Medicine and Health, The University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
- Manchester Centre for Clinical Neurosciences, Manchester Academic Health Science Centre, Salford Royal NHS Foundation Trust, Salford, UK
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9
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Nomura S, Taniura T, Ito T. Extracellular Vesicle-Related Thrombosis in Viral Infection. Int J Gen Med 2020; 13:559-568. [PMID: 32904587 PMCID: PMC7457561 DOI: 10.2147/ijgm.s265865] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Accepted: 07/28/2020] [Indexed: 12/17/2022] Open
Abstract
Although the outcomes of viral infectious diseases are remarkably varied, most infections cause acute diseases after a short period. Novel coronavirus disease 2019, which recently spread worldwide, is no exception. Extracellular vesicles (EVs) are small circulating membrane-enclosed entities shed from the cell surface in response to cell activation or apoptosis. EVs transport various kinds of bioactive molecules between cells, including functional RNAs, such as viral RNAs and proteins. Therefore, when EVs are at high levels, changes in cell activation, inflammation, angioplasty and transportation suggest that EVs are associated with various diseases. Clinical research on EVs includes studies on the coagulatory system. In particular, abnormal enhancement of the coagulatory system through EVs can cause thrombosis. In this review, we address the functions of EVs, thrombosis, and their involvement in viral infection.
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Affiliation(s)
- Shosaku Nomura
- First Department of Internal Medicine, Kansai Medical University, Hirakata, Japan
| | | | - Tomoki Ito
- First Department of Internal Medicine, Kansai Medical University, Hirakata, Japan
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10
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HIV Associated Risk Factors for Ischemic Stroke and Future Perspectives. Int J Mol Sci 2020; 21:ijms21155306. [PMID: 32722629 PMCID: PMC7432359 DOI: 10.3390/ijms21155306] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2020] [Revised: 07/11/2020] [Accepted: 07/22/2020] [Indexed: 12/12/2022] Open
Abstract
Although retroviral therapy (ART) has changed the HIV infection from a fatal event to a chronic disease, treated HIV patients demonstrate high prevalence of HIV associated comorbidities including cardio/cerebrovascular diseases. The incidence of stroke in HIV infected subjects is three times higher than that of uninfected controls. Several clinical and postmortem studies have documented the higher incidence of ischemic stroke in HIV infected patients. The etiology of stroke in HIV infected patients remains unknown; however, several factors such as coagulopathies, opportunistic infections, vascular abnormalities, atherosclerosis and diabetes can contribute to the pathogenesis of stroke. In addition, chronic administration of ART contributes to the increased risk of stroke in HIV infected patients. Concurrently, experimental studies in murine model of ischemic stroke demonstrated that HIV infection worsens stroke outcome, increases blood brain barrier permeability and increases neuroinflammation. Additionally, residual HIV viral proteins, such as Trans-Activator of Transcription, glycoprotein 120 and Negative regulatory factor, contribute to the pathogenesis. This review presents comprehensive information detailing the risk factors contributing to ischemic stroke in HIV infected patients. It also outlines experimental evidence demonstrating the impact of HIV infection on stroke outcomes, in addition to possible novel therapeutic approaches to improve these outcomes.
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Graham SM, Chen J, Le J, Ling M, Chung DW, Liles WC, López JA. Von Willebrand Factor Adhesive Activity and ADAMTS13 Protease Activity in HIV-1-Infected Men. Int J Med Sci 2019; 16:276-284. [PMID: 30745808 PMCID: PMC6367531 DOI: 10.7150/ijms.28110] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2018] [Accepted: 10/18/2018] [Indexed: 12/11/2022] Open
Abstract
Background: Endothelial activation caused by HIV-1 infection leads to release of von Willebrand factor (VWF), which enters the circulation or attaches to vessel walls and self-assembles into strings and fibers, enabling platelet adhesion; this adhesive activity is regulated by the VWF-cleaving protease ADAMTS13. Our objective was to assess VWF adhesive activity and ADAMTS13 protease activity in HIV-1 infection. Methods: We measured levels of VWF antigen, VWF activation factor (a measure of adhesive activity), ADAMTS13 antigen, ADAMTS13 activity, and apolipoprotein A1 (which interferes with VWF self-association) in serum samples from HIV-1-infected men whose infections were acute (n=10), chronic untreated (n=10), or chronic treated (n=10), compared to uninfected controls (n=10). Means across groups were compared using analysis of variance with contrasts, and Pearson correlations were calculated. Results: Plasma viral load was positively correlated with VWF adhesive activity, which was elevated in acute relative to chronic treated HIV-1 infection. ADAMTS13 antigen and activity were both positively correlated with plasma viral load, and ADAMTS13 activity was significantly higher in men with acute HIV infection than in uninfected controls, and in both acute and chronic untreated HIV infection relative to chronic treated infection. Conclusion: These findings suggest that even in the setting of increased ADAMTS13 protease activity, VWF in HIV-1 infection is hyperadhesive, which may favor development of microvascular and arterial thromboses and thereby contribute to increased cardiovascular risk in HIV-1-infected individuals.
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Affiliation(s)
- Susan M Graham
- Department of Medicine, University of Washington, Seattle, WA USA.,Department of Global Health, University of Washington, Seattle, WA USA.,Department of Epidemiology, University of Washington, Seattle, WA USA
| | - Junmei Chen
- Bloodworks Research Institute, Seattle, WA, USA
| | - Jennie Le
- Bloodworks Research Institute, Seattle, WA, USA
| | - Minhua Ling
- Bloodworks Research Institute, Seattle, WA, USA
| | | | - W Conrad Liles
- Department of Medicine, University of Washington, Seattle, WA USA.,Department of Global Health, University of Washington, Seattle, WA USA.,Department of Pathology, University of Washington, Seattle, WA USA.,Department of Pharmacology, University of Washington, Seattle, WA, USA
| | - José A López
- Department of Medicine, University of Washington, Seattle, WA USA.,Bloodworks Research Institute, Seattle, WA, USA.,Department of Biochemistry, University of Washington, Seattle, WA USA.,Department of Mechanical Engineering, University of Washington, Seattle, WA, USA
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Louw S, Gounden R, Mayne ES. Thrombotic thrombocytopenic purpura (TTP)-like syndrome in the HIV era. Thromb J 2018; 16:35. [PMID: 30559606 PMCID: PMC6291936 DOI: 10.1186/s12959-018-0189-x] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2018] [Accepted: 12/02/2018] [Indexed: 12/17/2022] Open
Abstract
Background The thrombotic microangiopathies (TMAs) is a heterogeneous group of relatively uncommon but serious disorders presenting with thrombocytopenia and microangiopathic haemolysis. Thrombotic thrombocytopenic purpura (TTP) is one of these microangiopathic processes. HIV infection is an acquired cause of TTP but the pathogenesis is poorly understood. HIV-associated TTP was previously described to be associated with advanced immunosuppression. The incidence of HIV-related TTP was expected to decline with access to anti-retroviral therapy (ART). Methods We undertook an observational study of patients with a diagnosis of TTP admitted to our hospital (CMJAH). The patient demographics, laboratory test results and treatment outcomes were recorded. Results Twenty-one patients were admitted with a diagnosis of TTP during the study period. All patients had schistocytes and severe thrombocytopaenia. The presenting symptoms were non-specific and renal dysfunction and neurological compromise were uncommon. 77% of the patients were HIV-infected and, in 7 patients, TTP was the index presentation. The remainder of the HIV infected patients were on ART and the majority were virologically suppressed. A significant female preponderance was present. Only 4 of the 21 patients tested HIV negative with a positive Coombs test in 2. All patients in this cohort received treatment with plasma exchange therapy for a median period of 12 days with a 96.5% survival rate. Neither the baseline laboratory features nor the degree of immunosuppression was predictive of the duration of therapy needed for remission. Conclusion HIV-related TTP is still a cause of morbidity and the clinical presentation is heterogeneous which may present a diagnostic challenge in the absence of sensitive biomarkers. Early treatment with plasma exchange is effective but expensive and invasive.
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Affiliation(s)
- Susan Louw
- Department of Molecular Medicine and Haematology, Faculty of Health Sciences, University of Witwatersrand and National Health Laboratory Service, Office 3B20, 7 York Road, Parktown, Johannesburg, 2191 South Africa
| | - Reenelle Gounden
- Department of Molecular Medicine and Haematology, Faculty of Health Sciences, University of Witwatersrand and National Health Laboratory Service, Office 3B20, 7 York Road, Parktown, Johannesburg, 2191 South Africa
| | - Elizabeth Sarah Mayne
- Department of Molecular Medicine and Haematology, Faculty of Health Sciences, University of Witwatersrand and National Health Laboratory Service, Office 3B20, 7 York Road, Parktown, Johannesburg, 2191 South Africa
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13
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Stroke in HIV. Can J Cardiol 2018; 35:280-287. [PMID: 30825950 DOI: 10.1016/j.cjca.2018.11.032] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2018] [Revised: 11/21/2018] [Accepted: 11/30/2018] [Indexed: 12/26/2022] Open
Abstract
Stroke is a heterogeneous disease in persons living with human immunodeficiency virus (HIV). HIV is thought to increase the risk of stroke through both HIV-related and traditional stroke risk factors, which vary with respect to the patient's age and clinical characteristics. Numerous studies show that detectable viremia and immunosuppression increase the risk of stroke across all ages, whereas traditional risk factors are more common in the aging population with HIV. As persons living with HIV age and acquire traditional stroke risk factors, the prevalence of stroke will likely continue to increase. Large- and small-vessel disease are the most common causes of stroke, although it is important to evaluate for infectious etiology as well. Research regarding the management of stroke in patients with HIV is scant, and recommendations often parallel those for the general population. Treatment of HIV and effective reduction of traditional stroke risk factors is important to reduce the risk of stroke in persons living with HIV. Future research will help elucidate the pathophysiology of HIV and stroke risk, investigate sex differences in stroke risk, and evaluate the safety and benefits of standard stroke preventative measures and HIV-specific interventions in this population.
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Abdallah A, Chang JL, O'Carroll CB, Musubire A, Chow FC, Wilson AL, Siedner MJ. Stroke in Human Immunodeficiency Virus-infected Individuals in Sub-Saharan Africa (SSA): A Systematic Review. J Stroke Cerebrovasc Dis 2018; 27:1828-1836. [PMID: 29628338 PMCID: PMC6641537 DOI: 10.1016/j.jstrokecerebrovasdis.2018.02.016] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2017] [Revised: 01/25/2018] [Accepted: 02/11/2018] [Indexed: 01/13/2023] Open
Abstract
BACKGROUND Human immunodeficiency virus (HIV) infection is associated with worse outcomes after stroke, but this association is less well-described in sub-Saharan Africa (SSA). We reviewed literature on stroke among people living with HIV (PLWH) in SSA. METHODS We systematically reviewed published literature for original clinical stroke studies conducted in SSA that included PLWH. We included studies that reported data on presenting characteristics, risk factors, and/or outcomes after stroke. RESULTS Seventeen studies (N = 478) met inclusion criteria. At the time of stroke presentation, PLWH had a median age ranging from 32 to 43 years. Subjects had low CD4 counts (median CD4, 108-225 cells/µl), and most were antiretroviral therapy-naïve. Fever, seizures, and concurrent opportunistic infections were common at presentation. Ischemic stroke accounted for up to 96% of strokes, which were mostly located in the anterior circulation territory. In studies comparing PLWH with HIV-uninfected individuals, PLWH had more frequent coagulopathy, greater stroke severity, (72% versus 36% National Institutes of Health Stroke Scale >13, P = .02), longer hospital length of stay (30.5 versus <10 days), and a higher 30-day mortality rate (23% versus 10.5%, P = .007). CONCLUSION Stroke in PLWH in SSA occurs at a young age, in those with advanced disease, and is associated with worse outcomes than in HIV-uninfected comparators. Stroke in young individuals in the region should prompt HIV testing, and ongoing efforts to promote early antiretroviral therapy initiation might also help decrease stroke incidence, morbidity, and mortality in the region.
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Affiliation(s)
- Amir Abdallah
- Department of Medicine, Mbarara University of Science and Technology, Uganda.
| | | | | | - Abdu Musubire
- Department of Medicine, Mulago National Referral Hospital, Uganda
| | - Felicia C Chow
- Department of Neurology and Division of Infectious Diseases, University of California, San Francisco, California
| | - Anthony L Wilson
- Department of Medicine, Mbarara University of Science and Technology, Uganda
| | - Mark J Siedner
- Department of Medicine, Mbarara University of Science and Technology, Uganda; Division of Infectious Disease, Department of Medicine, Massachusetts General Hospital, Boston, Massachusetts
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Abstract
The landscape of human immunodeficiency virus (HIV) infection is changing with the increasing coverage of antiretroviral therapy (ART). Patients are living longer but continually exposed to a virologically suppressed HIV infection. This has resulted in a decrease in acquired immune deficiency syndrome (AIDS)-related complications such as opportunistic infections, and an increase in non-AIDS complications such as stroke. In this era, stroke is perhaps the most important neurologic complication of HIV infection. Furthermore, stroke is more of a heterogeneous disease in people living with HIV infection and therefore needs to be approached systematically. Many of the etiologies are treatable. HIV-associated vasculopathy is perhaps the most common etiology in this population and our understanding of this is still evolving. Moreover, the treatment of HIV infection may contribute to an excess risk of stroke and interact with stroke therapies.
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Affiliation(s)
- Laura Benjamin
- Institute of Infection and Global Health, University of Liverpool, Liverpool, United Kingdom
| | - Saye Khoo
- Institute of Translational Medicine, University of Liverpool, Liverpool, United Kingdom.
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Denorme F, Kraft P, Pareyn I, Drechsler C, Deckmyn H, Vanhoorelbeke K, Kleinschnitz C, De Meyer SF. Reduced ADAMTS13 levels in patients with acute and chronic cerebrovascular disease. PLoS One 2017; 12:e0179258. [PMID: 28591212 PMCID: PMC5462472 DOI: 10.1371/journal.pone.0179258] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2017] [Accepted: 05/28/2017] [Indexed: 01/06/2023] Open
Abstract
Von Willebrand Factor (VWF) plays a major role in thrombosis and hemostasis and its thrombogenicity is controlled by ADAMTS13. Whereas increasing evidence shows a clear association between VWF levels and acute ischemic stroke, little is known about a correlation with ADAMTS13. Therefore, the aim of this study was to compare plasma levels of ADAMTS13 between 85 healthy volunteers (HV), 104 patients with acute ischemic stroke and 112 patients with a chronic cerebrovascular disease (CCD). In this case-control study, plasma ADAMTS13 antigen levels were measured by ELISA and plasma VWF levels, measured previously, were next used to calculate VWF:ADAMTS13 ratios. ADAMTS13 levels and VWF:ADAMTS13 ratios were subsequently correlated with key demographic and clinical parameters. ADAMTS13 levels were significantly lower in acute ischemic stroke patients (82.6 ± 21.0%) compared with HV (110.6 ± 26.9%). Also, CCD patients (99.6 ± 24.5%) had significantly lower ADAMTS13 levels compared with HV however these were still higher than in acute stroke patients. Furthermore, when assessing the VWF:ADAMTS13 ratios, an even greater difference was revealed between stroke patients (2.7 ± 1.9), HV (1.1 ± 0.5) and CCD patients (1.7 ± 0.7). The VWF:ADAMTS13 ratio was significantly associated with stroke severity and modality. In conclusion, both in acute and chronic cerebrovascular disease patients, ADAMTS13 levels were significantly decreased, with the lowest ADAMTS13 levels found in acute stroke patients. This difference was even more distinct when the ratio of VWF:ADAMTS13 was considered. These results demonstrate the potentially important involvement of the VWF/ADAMTS13 axis in ischemic stroke.
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Affiliation(s)
- Frederik Denorme
- Laboratory for Thrombosis Research, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium
| | - Peter Kraft
- Department of Neurology, University Hospital of Würzburg, Würzburg, Germany
| | - Inge Pareyn
- Laboratory for Thrombosis Research, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium
| | - Christiane Drechsler
- Department of Internal Medicine, University Hospital of Würzburg, Würzburg, Germany
| | - Hans Deckmyn
- Laboratory for Thrombosis Research, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium
| | - Karen Vanhoorelbeke
- Laboratory for Thrombosis Research, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium
| | | | - Simon F. De Meyer
- Laboratory for Thrombosis Research, KU Leuven Campus Kulak Kortrijk, Kortrijk, Belgium
- * E-mail:
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17
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Green D, Tian L, Greenland P, Liu K, Kibbe M, Tracy R, Shah S, Wilkins JT, Huffman MD, Liao Y, Lloyd Jones D, McDermott MM. Association of the von Willebrand Factor-ADAMTS13 Ratio With Incident Cardiovascular Events in Patients With Peripheral Arterial Disease. Clin Appl Thromb Hemost 2016; 23:807-813. [PMID: 27317583 DOI: 10.1177/1076029616655615] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023] Open
Abstract
BACKGROUND Platelet adhesion is mediated by von Willebrand factor (vWF), and disintegrin-like and metalloprotease domain with thrombospondin type-1 motif, number 13 (ADAMTS13) is a protease that cleaves vWF. A change in the balance between vWF and ADAMTS13 in favor of thrombosis might occur shortly before ischemic cardiovascular (CV) events. OBJECTIVE To determine whether vWF, ADAMTS13, and the ratio of vWF and ADAMTS13 change during the months preceding an acute CV event. DESIGN Prospective longitudinal observational study. SETTING Outpatient. PATIENTS A total of 595 participants with peripheral artery disease (PAD). MEASUREMENTS Blood samples were obtained every 2 months for up to 3 years and hemostatic factors examined at intervals preceding events. RESULTS Sixty-one participants (cases) experienced events and were matched to 122 PAD controls. During the 2-month interval prior to an event, cases (n = 48) had higher levels of the vWF and ADAMTS13 than controls (n = 95; P = .05), but significance was lost after adjusting for the baseline differences in myocardial infarction, unstable angina, and stroke. During the 10 months prior to an event, median values for vWF and the ratio of vWF and ADAMTS13 were higher in cases than in controls, but the differences were not statistically significant. However, in a subset of 20 patients with complete bimonthly data, there was a trend toward an increase in the ratio in the 10 months prior to a CV event ( P = .04). CONCLUSION In patients with PAD experiencing an ischemic CV event, a significant increase in the ratio of vWF to ADAMTS13 prior to the event could not be confirmed, although there was a weak trend in this direction.
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Affiliation(s)
- David Green
- 1 Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Lu Tian
- 2 Department of Health Research and Policy, Stanford University, Stanford, CA, USA
| | - Philip Greenland
- 3 Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Kiang Liu
- 3 Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Melina Kibbe
- 4 Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,5 Jesse Brown Veterans Affairs Medical Center, Chicago, IL, USA
| | - Russell Tracy
- 6 Department of Pathology-Colchester Research Facility, University of Vermont College of Medicine, Colchester, VT, USA
| | - Sanjiv Shah
- 1 Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - John T Wilkins
- 1 Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,3 Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Mark D Huffman
- 1 Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,3 Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Yihua Liao
- 3 Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Donald Lloyd Jones
- 1 Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,3 Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | - Mary M McDermott
- 1 Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.,3 Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
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