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BACKGROUND: We assessed secular trends in the burden of ischaemic heart disease (IHD), stroke, and dementia in the Organization for Economic Co-operation and Development (OECD) countries. METHODS: Using the Global Burden of Disease (GBD) Study 2017, we compared sex-specific and age-standardized rates of disability-adjusted life years (DALY); mortality, incidence, and prevalence of IHD and stroke; and dementia per 100,000 people, in the world, OECD countries, and Canada. RESULTS: From 1990 to 2017, the crude incidence number of IHD, stroke, and dementia increased 52%, 76%, and 113%, respectively. Likewise, the prevalence of IHD (75%), stroke (95%), and dementia (119%) increased worldwide. In addition during the study period, the crude global number of deaths of IHD increased 52%, stroke by 41%, and dementia by 146% (9, 6, and 3 million deaths in 2017, respectively). Despite an increase in the crude number of these diseases, the global age-standardized incidence rate of IHD, stroke, and dementia decreased by -27%, - 11%, and - 5%, respectively. Moreover, there was a decline in their age-standardized DALY rates (- 1.17%, - 1.32%, and - 0.23% per year, respectively) and death rates (- 1.29%, - 1.46%, and - 0.17% per year, respectively), with sharper downward trends in Canada and OECD countries. Almost all trends flattened during the last decade. CONCLUSIONS: From 1990 to 2017, the age-standardized burden of IHD, stroke, and dementia decreased, more prominently in OECD countries than the world. However, their rising crude numbers mainly due to population growth and ageing require urgent identification of reversible risk and protective factors.
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Demência , Isquemia Miocárdica , Acidente Vascular Cerebral , Demência/epidemiologia , Países Desenvolvidos , Anos de Vida Ajustados por Deficiência , Feminino , Carga Global da Doença , Saúde Global , Humanos , Masculino , Isquemia Miocárdica/epidemiologia , Acidente Vascular Cerebral/epidemiologiaRESUMO
BACKGROUND: There are few large population-based studies of outcomes after subarachnoid hemorrhage (SAH) than other stroke types. METHODS: We pooled data from 13 population-based stroke incidence studies (10 studies from the INternational STRroke oUtComes sTudy (INSTRUCT) and 3 new studies; N=657). Primary outcomes were case-fatality and functional outcome (modified Rankin scale score 3-5 [poor] vs. 0-2 [good]). Harmonized patient-level factors included age, sex, health behaviours (e.g. current smoking at baseline), comorbidities (e.g.history of hypertension), baseline stroke severity (e.g. NIHSS >7) and year of stroke. We estimated predictors of case-fatality and functional outcome using Poisson regression and generalized estimating equations using log-binomial models respectively at multiple timepoints. RESULTS: Case-fatality rate was 33% at 1 month, 43% at 1 year, and 47% at 5 years. Poor functional outcome was present in 27% of survivors at 1 month and 15% at 1 year. In multivariable analysis, predictors of death at 1-month were age (per decade increase MRR 1.14 [1.07-1.22]) and SAH severity (MRR 1.87 [1.50-2.33]); at 1 year were age (MRR 1.53 [1.34-1.56]), current smoking (MRR 1.82 [1.20-2.72]) and SAH severity (MRR 3.00 [2.06-4.33]) and; at 5 years were age (MRR 1.63 [1.45-1.84]), current smoking (MRR 2.29 [1.54-3.46]) and severity of SAH (MRR 2.10 [1.44-3.05]). Predictors of poor functional outcome at 1 month were age (per decade increase RR 1.32 [1.11-1.56]) and SAH severity (RR 1.85 [1.06-3.23]), and SAH severity (RR 7.09 [3.17-15.85]) at 1 year. CONCLUSION: Although age is a non-modifiable risk factor for poor outcomes after SAH, however, severity of SAH and smoking are potential targets to improve the outcomes.
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Transtornos Cerebrovasculares/terapia , Acidente Vascular Cerebral , Hemorragia Subaracnóidea/terapia , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Incidência , Masculino , Pessoa de Meia-Idade , Avaliação de Resultados em Cuidados de Saúde , Fatores de Risco , Acidente Vascular Cerebral/diagnóstico , Acidente Vascular Cerebral/epidemiologia , Acidente Vascular Cerebral/terapia , Hemorragia Subaracnóidea/diagnóstico , Hemorragia Subaracnóidea/mortalidade , Resultado do TratamentoRESUMO
Combining available therapies has the potential to reduce the risk of stroke by 80% or more. A comprehensive review of all aspects of stroke prevention would be very lengthy; in this narrative review, we focus on some aspects of stroke prevention that are little-known and/or neglected. These include the following: (1) implementation of a Mediterranean diet; (2) B vitamins to lower homocysteine; (3) coordinated approaches to smoking cessation; (4) intensive lipid-lowering therapy; (5) lipid lowering in the elderly; (6) physiologically individualized therapy for hypertension based on renin/aldosterone phenotyping; (7) avoiding excessive blood pressure reduction in patients with stiff arteries; (8) treatment of insulin resistance with pioglitazone in stroke patients with prediabetes and diabetes; (9) impaired activation of clopidogrel in patients with variants of CYP2C19; (10) aspirin pseudoresistance due to enteric coating; (11) rationale for anticoagulation in patients with embolic stroke of unknown source; (12) pharmacologic properties of direct-acting oral anticoagulants that should be considered when choosing among them; (13) the identification of which patients with asymptomatic carotid stenosis are at a high enough risk to benefit from carotid endarterectomy or stenting; and (14) the importance of age in choosing between endarterectomy and stenting. Stroke prevention could be improved by better recognition of these issues and by implementation of the principles derived from them.
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Acidente Vascular Cerebral , Humanos , Acidente Vascular Cerebral/prevenção & controleRESUMO
PURPOSE OF REVIEW: The present review discusses the peripheral nervous system (PNS) manifestations associated with coronavirus disease 2019 (COVID-19). RECENT FINDINGS: Nerve pain and skeletal muscle injury, Guillain-Barré syndrome, cranial polyneuritis, neuromuscular junction disorders, neuro-ophthalmological disorders, neurosensory hearing loss, and dysautonomia have been reported as PNS manifestations in patients with COVID-19. Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) causes COVID-19. COVID-19 has shown syndromic complexity. Not only does SARS-CoV-2 affect the central nervous system but also it involves the PNS. The PNS involvement may be due to dysregulation of the immune system attributable to COVID-19. Here we review the broad spectrum of PNS involvement of COVID-19.
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COVID-19 , Síndrome de Guillain-Barré , Doenças do Sistema Nervoso , Sistema Nervoso Central , Humanos , Sistema Nervoso Periférico , SARS-CoV-2RESUMO
OBJECTIVE: Few data are available on the associations between the level of pre-stroke physical activity and long-term outcomes in patients with stroke. This study is designed to assess the associations between pre-stroke physical activity and age of first-ever stroke occurrence and long-term outcomes. METHODS: Six hundred twenty-four cases with first-ever stroke were recruited from the Mashhad Stroke Incidence Study a prospective population-based cohort in Iran. Data on Physical Activity Level (PAL) were collected retrospectively and were available in 395 cases. According to the PAL values, subjects were classified as inactive (PAL < 1.70) and active (PAL ≥ 1.70). Age at onset of stroke was compared between active and inactive groups. Using logistic model, we assessed association between pre-stroke physical activity and long-term (5-year) mortality, recurrence, disability, and functional dependency rates. We used multiple imputation to analyze missing data. RESULTS: Inactive patients (PAL < 1.70) were more than 6 years younger at their age of first-ever-stroke occurrence (60.7 ± 15.5) than active patients (67.0 ± 13.2; p < 0.001). Patients with PAL< 1.7 also had a greater risk of mortality at 1 year [adjusted odds ratio (aOR) = 2.31; 95%CI: 1.14-4.67, p = 0.02] and 5 years after stroke (aOR = 1.81; 95%CI: 1.05-3.14, p = 0.03) than patients who were more physically active. Recurrence rate, disability, and functional dependency were not statistically different between two groups. Missing data analysis also showed a higher odds of death at one and 5 years for inactive patients. CONCLUSIONS: In our cohort, we observed a younger age of stroke and a higher odds of 1- and 5-year mortality among those with less physical activity. This is an important health promotion strategy to encourage people to remain physically active.
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Acidente Vascular Cerebral , Estudos de Coortes , Exercício Físico , Humanos , Estudos Prospectivos , Estudos Retrospectivos , Fatores de Risco , Acidente Vascular Cerebral/epidemiologiaRESUMO
The risks of stroke and dementia increase steeply with age, and both are preventable. At present, the best way to preserve cognitive function is to prevent stroke. Therapeutic nihilism based on age is common and unwarranted. We address recent advances in stroke prevention that could contribute greatly to prevention of stroke and dementia at a time when the aging of the population threatens to markedly increase the incidence of both. Issues discussed: (1) old patients benefit even more from lipid-lowering therapy than do younger patients; (2) patients with stiff arteries are at risk from a target systolic blood pressure <120 mm Hg; (3) the interaction of the intestinal microbiome, age, and renal function has important dietary implications for older adults; (4) anticoagulation with direct-acting oral anticoagulants should be prescribed more to old patients with atrial fibrillation; (5) B vitamins to lower homocysteine prevent stroke; and (6) most old patients in whom intervention is warranted for carotid stenosis would benefit more from endarterectomy than from stenting. An 80-year-old person has much to lose from a stroke and should not have effective therapy withheld on account of age. Lipid-lowering therapy, a more plant-based diet, appropriate anticoagulation or antiplatelet therapy, appropriate blood pressure control, B vitamins to lower homocysteine, and judicious intervention for carotid stenosis could do much to reduce the growing burden of stroke and dementia.
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Anticoagulantes/uso terapêutico , Anti-Hipertensivos/uso terapêutico , Estenose das Carótidas/cirurgia , Dieta , Hipolipemiantes/uso terapêutico , Inibidores da Agregação Plaquetária/uso terapêutico , Acidente Vascular Cerebral/prevenção & controle , Complexo Vitamínico B/uso terapêutico , Idoso , Idoso de 80 Anos ou mais , Fibrilação Atrial/complicações , Fibrilação Atrial/tratamento farmacológico , Demência/prevenção & controle , Dieta Vegetariana , Endarterectomia das Carótidas , Ezetimiba/uso terapêutico , Inibidores do Fator Xa/uso terapêutico , Microbioma Gastrointestinal , Homocisteína/sangue , Humanos , Inibidores de Hidroximetilglutaril-CoA Redutases/uso terapêutico , Planejamento de Assistência ao Paciente , Seleção de Pacientes , Insuficiência Renal , Stents , Acidente Vascular Cerebral/etiologia , Rigidez VascularRESUMO
The original version contained incorrect formatting of Dr. Napolis. His first name should be Mario and his last name should be Di Napoli.
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PURPOSE OF REVIEW: Coronavirus disease 2019 (COVID-19) has become a global health crisis of our time. The disease arises from severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) that binds to angiotensin-converting enzyme 2 (ACE2) receptors on host cells for its internalization. COVID-19 has a wide range of respiratory symptoms from mild to severe and affects several other organs, increasing the complexity of the treatment. There is accumulating evidence to suggest that SARS-CoV-2 can target the nervous system. In this review, we provide an account of the COVID-19 central nervous system (CNS) manifestations. RECENT FINDINGS: A broad spectrum of the CNS manifestations including headache, impaired consciousness, delirium, loss of smell and taste, encephalitis, seizures, strokes, myelitis, acute disseminated encephalomyelitis, neurogenic respiratory failure, encephalopathy, silent hypoxemia, generalized myoclonus, neuroleptic malignant syndrome and Kawasaki syndrome has been reported in patients with COVID-19. CNS manifestations associated with COVID-19 should be considered in clinical practice. There is a need for modification of current protocols and standing orders to provide better care for COVID-19 patients presenting with neurological symptoms.
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Betacoronavirus , Infecções por Coronavirus , Coronavirus , Doenças do Sistema Nervoso , Pandemias , Pneumonia Viral , COVID-19 , Humanos , Doenças do Sistema Nervoso/virologia , SARS-CoV-2RESUMO
OBJECTIVE: Hookah consumption, as a common non-cigarette tobacco product, is wrongly considered as less harmful. Moreover, little is known about hookah consumption and risk of ischemic stroke. The current study aimed to assess the association between hookah consumption and first-ever ischemic stroke (FEIS). METHODS: This case-control study was performed on individuals admitted at a tertiary referral center in Shiraz, Southern Iran between October 1, 2018 and September 20, 2019. We compared FEIS patients with randomly selected stroke-free individuals as a control group. Using a multiple logistic regression analysis, we assessed the association between hookah consumption and FEIS. RESULTS: A total of 208 FEIS patients (mean age 65.2 ± 15.9 years) and 212 age and sex-matched controls (mean age 63.2 ± 14.4) were recruited. The prevalence of vascular risk factors and comorbidities including ischemic heart disease, hypertension, diabetes mellitus, dyslipidemia, atrial fibrillation, cigarette smoking, and sleep apnea was higher in patients with FEIS than their control counterparts. After adjusting for a wide range of confounders, including socioeconomic factors, hookah consumption was still an independent risk factor for FEIS (odds ratio: 3.2, 95% CI: 1.7-6.1). CONCLUSION: Hookah consumption is associated strongly with FEIS. Public awareness about risk of hookah consumption should be raised.
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Isquemia Encefálica/epidemiologia , Acidente Vascular Cerebral/epidemiologia , Fumar Cachimbo de Água/efeitos adversos , Idoso , Idoso de 80 Anos ou mais , Isquemia Encefálica/diagnóstico , Estudos de Casos e Controles , Comorbidade , Feminino , Humanos , Irã (Geográfico)/epidemiologia , Estilo de Vida , Masculino , Pessoa de Meia-Idade , Medição de Risco , Fatores de Risco , Fatores Socioeconômicos , Acidente Vascular Cerebral/diagnóstico , Fumar Cachimbo de Água/epidemiologiaRESUMO
Coronavirus disease 2019 (COVID-19), caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), is a global health threat. Some COVID-19 patients have exhibited widespread neurological manifestations including stroke. Acute ischemic stroke, intracerebral hemorrhage, and cerebral venous sinus thrombosis have been reported in patients with COVID-19. COVID-19-associated coagulopathy is increasingly recognized as a result of acute infection and is likely caused by inflammation, including inflammatory cytokine storm. Recent studies suggest that axonal transport of SARS-CoV-2 to the brain can occur via the cribriform plate adjacent to the olfactory bulb that may lead to symptomatic anosmia. The internalization of SARS-CoV-2 is mediated by the binding of the spike glycoprotein of the virus to the angiotensin-converting enzyme 2 (ACE2) on cellular membranes. ACE2 is expressed in several tissues including lung alveolar cells, gastrointestinal tissue, and brain. The aim of this review is to provide insights into the clinical manifestations and pathophysiological mechanisms of stroke in COVID-19 patients. SARS-CoV-2 can down-regulate ACE2 and, in turn, overactivate the classical renin-angiotensin system (RAS) axis and decrease the activation of the alternative RAS pathway in the brain. The consequent imbalance in vasodilation, neuroinflammation, oxidative stress, and thrombotic response may contribute to the pathophysiology of stroke during SARS-CoV-2 infection.
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Betacoronavirus/patogenicidade , Encéfalo/fisiopatologia , Infecções por Coronavirus/fisiopatologia , Encefalite Viral/fisiopatologia , Pneumonia Viral/fisiopatologia , Acidente Vascular Cerebral/fisiopatologia , Enzima de Conversão de Angiotensina 2 , Betacoronavirus/metabolismo , Coagulação Sanguínea , Encéfalo/metabolismo , Encéfalo/virologia , COVID-19 , Infecções por Coronavirus/epidemiologia , Infecções por Coronavirus/metabolismo , Infecções por Coronavirus/virologia , Encefalite Viral/epidemiologia , Encefalite Viral/metabolismo , Encefalite Viral/virologia , Interações entre Hospedeiro e Microrganismos , Humanos , Mediadores da Inflamação/metabolismo , Estresse Oxidativo , Pandemias , Peptidil Dipeptidase A/metabolismo , Pneumonia Viral/epidemiologia , Pneumonia Viral/metabolismo , Pneumonia Viral/virologia , Sistema Renina-Angiotensina , SARS-CoV-2 , Transdução de Sinais , Glicoproteína da Espícula de Coronavírus/metabolismo , Acidente Vascular Cerebral/epidemiologia , Acidente Vascular Cerebral/metabolismo , Acidente Vascular Cerebral/virologia , Vasodilatação , VirulênciaRESUMO
BACKGROUND: The interaction between coronavirus disease 2019 (COVID-19) and non-communicable diseases may increase the global burden of disease. We assessed the association of COVID-19 with ageing and non-communicable diseases. METHODS: We extracted data regarding non-communicable disease, particularly cardiovascular disease, deaths, disability-adjusted life years (DALYs), and healthy life expectancy (HALE) from the Global Burden of Disease Study (GBD) 2017. We obtained data of confirmed COVID-19 cases, deaths, and tests from the Our World in Data database as of May 28, 2020. Potential confounders of pandemic outcomes analyzed include institutional lockdown delay, hemispheric geographical location, and number of tourists. We compared all countries according to GBD classification and World Bank income level. We assessed the correlation between independent variables associated with COVID-19 caseload and mortality using Spearman's rank correlation and adjusted mixed model analysis. FINDINGS: High-income had the highest, and the Southeast Asia, East Asia, and Oceania region had the least cases per million population (3050.60 vs. 63.86). Sub-saharan region has reported the lowest number of COVID-19 mortality (1.9). Median delay to lockdown initiation varied from one day following the first case in Latin America and Caribbean region, to 34 days in Southeast Asia, East Asia, and Oceania. Globally, non-communicable disease DALYs were correlated with COVID-19 cases (râ¯=â¯0.32, p<0.001) and deaths (râ¯=â¯0.37, p<0.001). HALE correlated with COVID-19 cases (râ¯=â¯0.63, p<0.001) and deaths (râ¯=â¯0.61, p<0.001). HALE was independently associated with COVID-19 case rate and the number of tourists was associated with COVID-19 mortality in the adjusted model. INTERPRETATION: Preventive measures against COVID-19 should protect the public from the dual burden of communicable and non-communicable diseases, particularly in the elderly. In addition to active COVID-19 surveillance, policymakers should utilize this evidence as a guide for prevention and coordination of health services. This model is timely, as many countries have begun to reduce social isolation.
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Infecções por Coronavirus/epidemiologia , Saúde Global , Doenças não Transmissíveis/epidemiologia , Pneumonia Viral/epidemiologia , Fatores Etários , Idoso , Idoso de 80 Anos ou mais , Betacoronavirus/patogenicidade , COVID-19 , Causas de Morte , Infecções por Coronavirus/mortalidade , Infecções por Coronavirus/prevenção & controle , Infecções por Coronavirus/virologia , Efeitos Psicossociais da Doença , Bases de Dados Factuais , Feminino , Necessidades e Demandas de Serviços de Saúde , Disparidades nos Níveis de Saúde , Disparidades em Assistência à Saúde , Interações Hospedeiro-Patógeno , Humanos , Incidência , Controle de Infecções , Masculino , Pessoa de Meia-Idade , Avaliação das Necessidades , Doenças não Transmissíveis/mortalidade , Doenças não Transmissíveis/prevenção & controle , Pandemias/prevenção & controle , Pneumonia Viral/mortalidade , Pneumonia Viral/prevenção & controle , Pneumonia Viral/virologia , Prognóstico , Fatores de Risco , SARS-CoV-2 , Fatores de TempoRESUMO
BACKGROUND: The emergence of the COVID-19 pandemic has significantly impacted global healthcare systems and this may affect stroke care and outcomes. This study examines the changes in stroke epidemiology and care during the COVID-19 pandemic in Zanjan Province, Iran. METHODS: This study is part of the CASCADE international initiative. From February 18, 2019, to July 18, 2020, we followed ischemic and hemorrhagic stroke hospitalization rates and outcomes in Valiasr Hospital, Zanjan, Iran. We used a Bayesian hierarchical model and an interrupted time series analysis (ITS) to identify changes in stroke hospitalization rate, baseline stroke severity [measured by the National Institutes of Health Stroke Scale (NIHSS)], disability [measured by the modified Rankin Scale (mRS)], presentation time (last seen normal to hospital presentation), thrombolytic therapy rate, median door-to-needle time, length of hospital stay, and in-hospital mortality. We compared in-hospital mortality between study periods using Cox-regression model. RESULTS: During the study period, 1,026 stroke patients were hospitalized. Stroke hospitalization rates per 100,000 population decreased from 68.09 before the pandemic to 44.50 during the pandemic, with a significant decline in both Bayesian [Beta: -1.034; Standard Error (SE): 0.22, 95% CrI: -1.48, -0.59] and ITS analysis (estimate: -1.03, SEâ¯=â¯0.24, p < 0.0001). Furthermore, we observed lower admission rates for patients with mild (NIHSS < 5) ischemic stroke (p < 0.0001). Although, the presentation time and door-to-needle time did not change during the pandemic, a lower proportion of patients received thrombolysis (-10.1%; pâ¯=â¯0.004). We did not see significant changes in admission rate to the stroke unit and in-hospital mortality rate; however, disability at discharge increased (p < 0.0001). CONCLUSION: In Zanjan, Iran, the COVID-19 pandemic has significantly impacted stroke outcomes and altered the delivery of stroke care. Observed lower admission rates for milder stroke may possibly be due to fear of exposure related to COVID-19. The decrease in patients treated with thrombolysis and the increased disability at discharge may indicate changes in the delivery of stroke care and increased pressure on existing stroke acute and subacute services. The results of this research will contribute to a similar analysis of the larger CASCADE dataset in order to confirm findings at a global scale and improve measures to ensure the best quality of care for stroke patients during the COVID-19 pandemic.
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Isquemia Encefálica/terapia , COVID-19 , Hospitalização/tendências , Hemorragias Intracranianas/terapia , Avaliação de Processos e Resultados em Cuidados de Saúde/tendências , Acidente Vascular Cerebral/terapia , Terapia Trombolítica/tendências , Tempo para o Tratamento/tendências , Idoso , Idoso de 80 Anos ou mais , Teorema de Bayes , Isquemia Encefálica/diagnóstico , Isquemia Encefálica/mortalidade , COVID-19/epidemiologia , Feminino , Mortalidade Hospitalar/tendências , Humanos , Análise de Séries Temporais Interrompida , Hemorragias Intracranianas/diagnóstico , Hemorragias Intracranianas/mortalidade , Irã (Geográfico)/epidemiologia , Tempo de Internação/tendências , Masculino , Pessoa de Meia-Idade , Recuperação de Função Fisiológica , Acidente Vascular Cerebral/diagnóstico , Acidente Vascular Cerebral/mortalidade , Fatores de Tempo , Resultado do TratamentoRESUMO
BACKGROUND AND PURPOSE: The novel severe acute respiratory syndrome coronavirus 2 (SARS-Cov-2), now named coronavirus disease 2019 (COVID-19), may change the risk of stroke through an enhanced systemic inflammatory response, hypercoagulable state, and endothelial damage in the cerebrovascular system. Moreover, due to the current pandemic, some countries have prioritized health resources towards COVID-19 management, making it more challenging to appropriately care for other potentially disabling and fatal diseases such as stroke. The aim of this study is to identify and describe changes in stroke epidemiological trends before, during, and after the COVID-19 pandemic. METHODS: This is an international, multicenter, hospital-based study on stroke incidence and outcomes during the COVID-19 pandemic. We will describe patterns in stroke management, stroke hospitalization rate, and stroke severity, subtype (ischemic/hemorrhagic), and outcomes (including in-hospital mortality) in 2020 during COVID-19 pandemic, comparing them with the corresponding data from 2018 and 2019, and subsequently 2021. We will also use an interrupted time series (ITS) analysis to assess the change in stroke hospitalization rates before, during, and after COVID-19, in each participating center. CONCLUSION: The proposed study will potentially enable us to better understand the changes in stroke care protocols, differential hospitalization rate, and severity of stroke, as it pertains to the COVID-19 pandemic. Ultimately, this will help guide clinical-based policies surrounding COVID-19 and other similar global pandemics to ensure that management of cerebrovascular comorbidity is appropriately prioritized during the global crisis. It will also guide public health guidelines for at-risk populations to reduce risks of complications from such comorbidities.
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Betacoronavirus/patogenicidade , Infecções por Coronavirus/epidemiologia , Hospitalização/tendências , Pneumonia Viral/epidemiologia , Padrões de Prática Médica/tendências , Acidente Vascular Cerebral/epidemiologia , Acidente Vascular Cerebral/terapia , COVID-19 , Comorbidade , Infecções por Coronavirus/diagnóstico , Infecções por Coronavirus/mortalidade , Infecções por Coronavirus/virologia , Disparidades em Assistência à Saúde/tendências , Mortalidade Hospitalar/tendências , Interações Hospedeiro-Patógeno , Humanos , Incidência , Análise de Séries Temporais Interrompida , Pandemias , Pneumonia Viral/diagnóstico , Pneumonia Viral/mortalidade , Pneumonia Viral/virologia , Estudos Prospectivos , Sistema de Registros , Estudos Retrospectivos , Fatores de Risco , SARS-CoV-2 , Acidente Vascular Cerebral/diagnóstico , Acidente Vascular Cerebral/mortalidade , Fatores de Tempo , Resultado do TratamentoRESUMO
BACKGROUND: Little is known about the benefits of lipid-lowering medications in those age ≥ 75 years. We assessed the effect of lipid-lowering medications on progression to severe atherosclerosis in patients age > 75. METHODS: Data was retrospectively obtained from the Stroke Prevention & Atherosclerosis Research Centre, Canada. Atherosclerosis burden was measured as carotid total plaque area (TPA), a powerful predictor of cardiovascular risk. Survival time free of severe atherosclerosis (SFSA) was defined as the period when TPA remained <1.19 cm2. Kaplan-Meier, multiple Cox proportional hazard and hierarchical mixed-effect models were used to determine the effects of lipid-lowering medications on progression to severe atherosclerosis. RESULTS: In total 1404 cases (mean age 81 ± 4 years; women 52%) were included. Those taking lipid-lowering medications were more likely to have a history of diabetes and a higher burden of atherosclerosis at baseline. In Kaplan-Meier analysis, the SFSA was significantly longer in those receiving lipid-lowering therapy. In multivariable-adjusted analyses, those not receiving lipid lowering therapy (irrespective of their vascular disease at baseline) were more likely to have TPA > 1.19 cm2 (hazard ratio (HR) = 1.37, 95% confidence interval (CI): 1.09,0.71). Similar findings were observed in mixed effects models when plaque progression was defined as any change >0.05 cm2 per year (odds ratio (OR):2.17, 95% CI:1.38,3.57). CONCLUSION: Lipid-lowering therapy is effective in controlling the burden of atherosclerosis among older adults with and without vascular disease. The measurement of plaque burden can guide selection and follow-up of those who may benefit from treatment.
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Hipolipemiantes , Placa Aterosclerótica , Humanos , Feminino , Masculino , Idoso , Estudos Retrospectivos , Idoso de 80 Anos ou mais , Hipolipemiantes/uso terapêutico , Placa Aterosclerótica/tratamento farmacológico , Progressão da Doença , Doenças das Artérias Carótidas/tratamento farmacológico , Estimativa de Kaplan-MeierRESUMO
Vessel wall volume (VWV) is a 3-D ultrasound measurement for the assessment of therapy in patients with carotid atherosclerosis. Deep learning can be used to segment the media-adventitia boundary (MAB) and lumen-intima boundary (LIB) and to quantify VWV automatically; however, it typically requires large training data sets with expert manual segmentation, which are difficult to obtain. In this study, a UNet++ ensemble approach was developed for automated VWV measurement, trained on five small data sets (n = 30 participants) and tested on 100 participants with clinically diagnosed coronary artery disease enrolled in a multicenter CAIN trial. The Dice similarity coefficient (DSC), average symmetric surface distance (ASSD), Pearson correlation coefficient (r), Bland-Altman plots and coefficient of variation (CoV) were used to evaluate algorithm segmentation accuracy, agreement and reproducibility. The UNet++ ensemble yielded DSCs of 91.07%-91.56% and 87.53%-89.44% and ASSDs of 0.10-0.11 mm and 0.33-0.39 mm for the MAB and LIB, respectively; the algorithm VWV measurements were correlated (r = 0.763-0.795, p < 0.001) with manual segmentations, and the CoV for VWV was 8.89%. In addition, the UNet++ ensemble trained on 30 participants achieved a performance similar to that of U-Net and Voxel-FCN trained on 150 participants. These results suggest that our approach could provide accurate and reproducible carotid VWV measurements using relatively small training data sets, supporting deep learning applications for monitoring atherosclerosis progression in research and clinical trials.
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Artérias Carótidas , Imageamento Tridimensional , Humanos , Reprodutibilidade dos Testes , Imageamento Tridimensional/métodos , Artérias Carótidas/diagnóstico por imagem , Ultrassonografia/métodos , AlgoritmosRESUMO
Carotid total plaque area (TPA) is an important contributing measurement to the evaluation of stroke risk. Deep learning provides an efficient method for ultrasound carotid plaque segmentation and TPA quantification. However, high performance of deep learning requires datasets with many labeled images for training, which is very labor-intensive. Thus, we propose an image reconstruction-based self-supervised learning algorithm (IR-SSL) for carotid plaque segmentation when few labeled images are available. IR-SSL consists of pre-trained and downstream segmentation tasks. The pre-trained task learns region-wise representations with local consistency by reconstructing plaque images from randomly partitioned and disordered images. The pre-trained model is then transferred to the segmentation network as the initial parameters in the downstream task. IR-SSL was implemented with two networks, UNet++ and U-Net, and evaluated on two independent datasets of 510 carotid ultrasound images from 144 subjects at SPARC (London, Canada) and 638 images from 479 subjects at Zhongnan hospital (Wuhan, China). Compared to the baseline networks, IR-SSL improved the segmentation performance when trained on few labeled images (n = 10, 30, 50 and 100 subjects). For 44 SPARC subjects, IR-SSL yielded Dice-similarity-coefficients (DSC) of 80.14-88.84%, and algorithm TPAs were strongly correlated (r=0.962-0.993, p < 0.001) with manual results. The models trained on the SPARC images but applied to the Zhongnan dataset without retraining achieved DSCs of 80.61-88.18% and strong correlation with manual segmentation (r=0.852-0.978, p < 0.001). These results suggest that IR-SSL could improve deep learning when trained on small labeled datasets, making it useful for monitoring carotid plaque progression/regression in clinical use and trials.
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Artérias Carótidas , Processamento de Imagem Assistida por Computador , Humanos , Artérias Carótidas/diagnóstico por imagem , Processamento de Imagem Assistida por Computador/métodos , Ultrassonografia , Algoritmos , Aprendizado de Máquina SupervisionadoRESUMO
BACKGROUND AND AIMS: Socioeconomic status (SES) is associated with cardiovascular disease. However, the relationship between SES and atherosclerosis is not well documented. This study aims to explore this relationship. METHODS: This is a retrospective cohort study in London, Ontario Canada. It includes 6,907 subjects from a vascular prevention centre at baseline, with long term follow up from 1989 to 2021 (total ultrasound examinations 27,103). Using carotid ultrasound, the burden of atherosclerosis was measured as total plaque area (TPA). The Ontario Marginalization Index (OMI) was used to identify SES of participants' neighborhoods. We used a Bayesian hierarchical regression and mixed effects model to identify associations between SES, baseline TPA and plaque progression. In 2003, we implemented more intensive therapy of vascular risk factors after 2003 (called "Treating arteries instead of risk treating factors"); therefore, we compared our findings before and after 2003. RESULTS: SES was found to have a significant association with TPA, with lower SES associated with higher TPA (adjusted odds ratio [OR] = 2.22, 95% Credible interval [CrI]: 1.37, 3.66). While we observed a higher rate of plaque progression with lower SES in those treated before 2003 (OR = 1.46, 95% CrI:1.04, 2.06), there was no significant association between plaque progression and SES after implementation more intensive therapy (OR = 0.99, 95% CrI: 0.78, 1.27). CONCLUSIONS: SES has a strong association with atherosclerosis and should be considered an important risk factor in clinical practice and vascular disease research. Intensive preventive therapy can prevent plaque progression irrespective of baseline SES.
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Aterosclerose , Doenças das Artérias Carótidas , Placa Aterosclerótica , Aterosclerose/epidemiologia , Aterosclerose/prevenção & controle , Teorema de Bayes , Doenças das Artérias Carótidas/diagnóstico por imagem , Doenças das Artérias Carótidas/epidemiologia , Doenças das Artérias Carótidas/prevenção & controle , Progressão da Doença , Humanos , Estudos Retrospectivos , Fatores de Risco , Classe SocialRESUMO
High serum levels of triglycerides (Tg) and low levels of high-density lipoprotein cholesterol (HDL-C) are characteristic of the Metabolic Syndrome (MetS). We assessed the ratio of Tg to HDL-C as a way to identify MetS and insulin resistance. We also evaluated its association with severity of carotid atherosclerosis. Data were analyzed from three cohorts totaling 13,908 participants. MetS was defined according to the International Diabetes Federation criteria. Optimal cut-off for Tg/HDL-C ratio was obtained using Youden's index in receiver-operating characteristic (ROC) curve analyses. The risk of MetS and IR in those with a Tg/HDL-C ratio above the optimum cutoff was evaluated by logistic regression analysis. A Tg/HDL-C ratio above the optimal cutoff level significantly increased the odds ratio for MetS in the three cohorts (OR 6.00, 4.04, and 3.50, least in the healthy population), identified insulin resistance defined by the homeostatic model of insulin resistance (HOMA-IR) (p < 0.0001), and was strongly associated with atherosclerosis severity (p = 0.0001). Tg/HDL-C ratio identifies persons with MetS, insulin resistance, and severe atherosclerosis. It should be used more widely to identify patients at high risk. This is clinically important because insulin resistance is treatable.
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Aterosclerose/etiologia , HDL-Colesterol/sangue , Resistência à Insulina/fisiologia , Síndrome Metabólica/sangue , Triglicerídeos/sangue , Aterosclerose/sangue , Artérias Carótidas/patologia , Feminino , Humanos , Masculino , Curva ROC , Fatores de Risco , Sensibilidade e EspecificidadeRESUMO
Introduction: Carotid plaque burden is a strong predictor of stroke risk, and preventing stroke reduces the risk of dementia. Treating carotid plaque burden markedly reduces the risk of stroke. Methods: Among patients age 65-80 years attending a stroke prevention clinic, we identified those with a carotid plaque burden in the top 20% of Total Plaque Area (High TPA) and the bottom 20% (Low TPA) and performed cognitive tests: The Montreal Cognitive Assessment test (MoCA), the WAIS-III Digit Symbol-Coding Test (DSST) and Trail-Making Test (TMT) part A and B. Results: There were 31 patients recruited; 11 Low TPA (5 men) and 20 High TPA (17 men), p = 0.04. TPA was 35 ± 25 mm2 in the Low TPA vs.392 ± 169 mm2 in the High TPA group (0.0001). Patients with a high plaque burden had significantly worse performance on all the cognitive tests, all p< 0.05. Discussion: A high carotid plaque burden identifies patients at risk of cognitive impairment. Because carotid plaque burden is treatable, and treating it markedly reduces the risk of stroke, we suggest that measurement of plaque burden is a useful tool for both prediction of cognitive impairment, and prevention of dementia.
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INTRODUCTION: We measured the proportion of Lewy body pathology (LB), hippocampal sclerosis (HS), and cerebral amyloid angiopathy (CAA) among community-dwelling people with and without dementia. METHODS: We searched for community-based cohorts with postmortem brain autopsy until 1 January 2020. We calculated the summary risk difference and 95% confidence interval (95% CI) using a random-effects model in R. RESULTS: We found 12 articles, comprising 2197 demented and 2104 non-demented participants. LB, HS, CAA were prevalent lesions among community-dwelling elderly (15%, 10%, and 24%, respectively). These significantly increased the risk of dementia (LB: risk difference 38%, 95% CI 20-56%, HS: 34%, 24-44%, CAA: 19%, 3-34%). 20% of cases with neocortical LB, 17% with bilateral HS, and 42% with moderate/severe CAA pathology remained non-demented by death. DISCUSSION: LB or HS or CAA are common neuropathologies among community-dwelling elderly. Although these lesions independently are associated with dementia, many remain non-demented, by death.