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1.
Front Neurol ; 14: 1122875, 2023.
Article in English | MEDLINE | ID: mdl-36873444

ABSTRACT

Introduction: The COVID-19 pandemic has wrought negative consequences concerning quality of care for stroke patients since its onset. Prospective population-based data about stroke care in the pandemic are limited. This study aims to investigate the impact of COVID-19 pandemic on stroke profile and care in Joinville, Brazil. Methods: A prospective population-based cohort enrolled the first-ever cerebrovascular events in Joinville, Brazil, and a comparative analyzes was conducted between the first 12 months following COVID-19 restrictions (starting March 2020) and the 12 months just before. Patients with transient ischemic attack (TIA) or stroke had their profiles, incidences, subtypes, severity, access to reperfusion therapy, in-hospital stay, complementary investigation, and mortality compared. Results: The profiles of TIA/stroke patients in both periods were similar, with no differences in gender, age, severity, or comorbidities. There was a reduction in incidence of TIA (32.8%; p = 0.003). In both periods, intravenous thrombolysis (IV) and mechanical thrombectomy (MT) rates and intervals from door to IV/MT were similar. Patients with cardioembolic stroke and atrial fibrillation had their in-hospital stay abbreviated. The etiologic investigation was similar before and during the pandemic, but there were increases in cranial tomographies (p = 0.02), transthoracic echocardiograms (p = 0.001), chest X-rays (p < 0.001) and transcranial Doppler ultrasounds (p < 0.001). The number of cranial magnetic resonance imaging decreased in the pandemic. In-hospital mortality did not change. Discussion: The COVID-19 pandemic is associated with a reduction in TIA, without any influence on stroke profile, the quality of stroke care, in-hospital investigation or mortality. Our findings show an effective response by the local stroke care system and offer convincing evidence that interdisciplinary efforts are the ideal approach to avoiding the COVID-19 pandemic's negative effects, even with scarce resources.

2.
Health Policy Plan ; 37(9): 1098-1106, 2022 Oct 12.
Article in English | MEDLINE | ID: mdl-35866723

ABSTRACT

The unsustainable increases in healthcare expenses and waste have motivated the migration of reimbursement strategies from volume to value. Value-based healthcare requires detailed comprehension of cost information at the patient level. This study introduces a clinical risk- and outcome-adjusted cost estimate model for stroke care sustained on time-driven activity-based costing (TDABC). In a cohort and multicentre study, a TDABC tool was developed to evaluate the costs per stroke patient, allowing us to identify and describe differences in cost by clinical risk at hospital arrival, treatment strategies and modified Rankin Score (mRS) at discharge. The clinical risk was confirmed by multivariate analysis and considered patients' National Institute for Health Stroke Scale and age. Descriptive cost analyses were conducted, followed by univariate and multivariate models to evaluate the risk levels, therapies and mRS stratification effect in costs. Then, the risk-adjusted cost estimate model for ischaemic stroke treatment was introduced. All the hospitals collected routine prospective data from consecutive patients admitted with ischaemic stroke diagnosis confirmed. A total of 822 patients were included. The median cost was I$2210 (interquartile range: I$1163-4504). Fifty percent of the patients registered a favourable outcome mRS (0-2), costing less at all risk levels, while patients with the worst mRS (5-6) registered higher costs. Those undergoing mechanical thrombectomy had an incremental cost for all three risk levels, but this difference was lower for high-risk patients. Estimated costs were compared to observed costs per risk group, and there were no significant differences in most groups, validating the risk and outcome-adjusted cost estimate model. By introducing a risk-adjusted cost estimate model, this study elucidates how healthcare delivery systems can generate local cost information to support value-based reimbursement strategies employing the data collection instruments and analysis developed in this study.


Subject(s)
Brain Ischemia , Ischemic Stroke , Stroke , Brazil , Cost-Benefit Analysis , Humans , Prospective Studies , Stroke/therapy
3.
Stud Health Technol Inform ; 290: 321-325, 2022 Jun 06.
Article in English | MEDLINE | ID: mdl-35673027

ABSTRACT

Decision-making in the field of healthcare is a very complex activity. Several tools have been developed to support the decision-making process. DMN, a modeling technique focused on decisions, is among these and has been gaining prominence in both, literature and business, as has the multi-criteria method PROMETHEE II that helps decision-makers with multi-criteria in analyses. Thus, this research targets combining these two techniques and analyzing the decision support that these two tools afford together. The diagnostic stage of stroke patients was used to perform this work. The research demonstrated that this proposal can drive major gains in efficiency and assertiveness in decision-making in time-sensitive hospital processes. After all, there is a noticeable dearth of hospitals with specialized teams as well as a shortfall of adequate infrastructure for this treatment.


Subject(s)
Stroke , Decision Making , Humans , Stroke/diagnosis , Stroke/therapy
5.
Stud Health Technol Inform ; 294: 48-52, 2022 May 25.
Article in English | MEDLINE | ID: mdl-35612014

ABSTRACT

Medical assistance to stroke patients must start as early as possible; however, several changes have impacted healthcare services during the Covid-19 pandemic. This research aimed to identify the stroke onset-to-door time during the Covid-19 pandemic considering the different paths a patient can take until receiving specialized care. It is a retrospective study based on process mining (PM) techniques applied to 221 electronic healthcare records of stroke patients during the pandemic. The results are two process models representing the patient's path and performance, from the onset of the first symptoms to admission to specialized care. PM techniques have discovered the patient journey in providing fast stroke assistance.


Subject(s)
COVID-19 , Stroke , COVID-19/epidemiology , Humans , Pandemics , Retrospective Studies , Stroke/diagnosis , Stroke/therapy , Thrombolytic Therapy , Time-to-Treatment
6.
Int J Stroke ; : 17474930211055932, 2021 Nov 03.
Article in English | MEDLINE | ID: mdl-34730045

ABSTRACT

BACKGROUND: The RESILIENT trial demonstrated the clinical benefit of mechanical thrombectomy in patients presenting acute ischemic stroke secondary to anterior circulation large vessel occlusion in Brazil. AIMS: This economic evaluation aims to assess the cost-utility of mechanical thrombectomy in the RESILIENT trial from a public healthcare perspective. METHODS: A cost-utility analysis was applied to compare mechanical thrombectomy plus standard medical care (n = 78) vs. standard medical care alone (n = 73), from a subset sample of the RESILIENT trial (151 of 221 patients). Real-world direct costs were considered, and utilities were imputed according to the Utility-Weighted modified Rankin Score. A Markov model was structured, and probabilistic and deterministic sensitivity analyses were performed to evaluate the robustness of results. RESULTS: The incremental costs and quality-adjusted life years gained with mechanical thrombectomy plus standard medical care were estimated at Int$ 7440 and 1.04, respectively, compared to standard medical care alone, yielding an incremental cost-effectiveness ratio of Int$ 7153 per quality-adjusted life year. The deterministic sensitivity analysis demonstrated that mRS-6 costs of the first year most affected the incremental cost-effectiveness ratio. After 1000 simulations, most of results were below the cost-effective threshold. CONCLUSIONS: The intervention's clear long-term benefits offset the initially higher costs of mechanical thrombectomy in the Brazilian public healthcare system. Such therapy is likely to be cost-effective and these results were crucial to incorporate mechanical thrombectomy in the Brazilian public stroke centers.

7.
J. bras. econ. saúde (Impr.) ; 12(3): 241-254, Dezembro/2020.
Article in Portuguese | ECOS, LILACS | ID: biblio-1141314

ABSTRACT

Objetivo: Analisar o custo-efetividade da trombólise com alteplase no tratamento de acidente vascular isquêmico (AVCi) agudo em até 4,5 horas após início dos sintomas em comparação com tratamento clínico conservador, sob a perspectiva do Sistema Único de Saúde (SUS) no Brasil. Métodos: Construiu-se um modelo de Markov para simular o tratamento de AVCi agudo e suas consequências em curto e longo prazo. Foram conduzidas análises de custo-efetividade (anos de vida ganhos, AVG) e custo-utilidade (anos de vida ajustados pela qualidade de vida, QALY), considerando um horizonte temporal de tempo de vida. Parâmetros de eficácia e segurança foram obtidos em uma metanálise de dados individuais, considerando tratamento em até 3 horas e 3-4,5 horas. Os custos agudos e crônicos foram obtidos por análise secundária de dados de um hospital público brasileiro e expressos em reais (R$). Foram conduzidas análises de sensibilidade determinística e probabilística. Utilizou-se como limiar de disposição a pagar (LDP) 1 PIB (produto interno bruto) per capita para 2019 no Brasil (R$ 31.833,50). Resultados: O tratamento com alteplase vs. conservador resultou em incremento de 0,22 AVG, 0,32 QALY e R$ 4.320,12 em custo, com razão de custo-efetividade incremental (RCEI) estimada em R$ 19.996,43/AVG e R$ 13.383,64/QALY. Ambas as estimativas foram mais sensíveis a variações na efetividade e nos custos de tratamento agudo com alteplase. Para RCEI/AVG e RCEI/QALY, 70,7% e 93,1% das simulações na análise de sensibilidade probabilística estavam abaixo do LDP, respectivamente. Conclusões: O tratamento com alteplase até 4,5 horas após o início dos sintomas tem elevada probabilidade de ser custo-efetivo na perspectiva do SUS.


Objective: To assess the cost-effectiveness of thrombolysis with alteplase for the treatment of acute ischemic stroke up to 4.5 hours after the onset of symptoms as compared to conservative medical treatment from the perspective of the Brazilian Public Health System. Methods: A Markov model was used to simulate the treatment of acute stroke and the associated short- and long-term consequences. Cost-effectiveness (life-years gained, LYG) and cost-utility (quality-adjusted life years, QALY) analyses were performed considering a lifetime horizon. Efficacy and safety parameters were obtained from a meta-analysis of individual data, considering treatment within 3 hours and 3-4.5 hours after the onset of symptoms. Acute and chronic costs were derived from a secondary analysis of data obtained from a Brazilian public hospital and expressed in Brazilian reais (R$). Probabilistic and deterministic sensitivity analyses were performed. The willingness to pay threshold (WPT) was established as 1 GDP per capita for 2019 in Brazil (R$ 31,833.50). Results: Treatment with alteplase vs. conservative medical treatment was associated with an increase of 0.22 in LYG, 0.32 in QALY, and R$ 4,320.12 in cost. The incremental cost-effectiveness ratio (ICER) was estimated as R$ 19,996.43/LYG and R$ 13,383.64/QALY. Variations in effectiveness and costs of acute alteplase treatment had the greatest impact on sensitivity analyses. Considering ICER/LYG and ICER /QALY, 70.7% and 93.1% of the simulations in probabilistic sensitivity analysis were below the WPT, respectively. Conclusions: Treatment with alteplase up to 4.5 hours after the onset of symptoms has a high probability of being cost-effective from the perspective of the Brazilian Public Health System.


Subject(s)
Unified Health System , Cost-Benefit Analysis , Tissue Plasminogen Activator , Stroke
8.
J Biomed Inform ; 111: 103582, 2020 11.
Article in English | MEDLINE | ID: mdl-33010426

ABSTRACT

OBJECTIVE: To describe a method of analysis for understanding the health care process, enriched with information on the clinical and profile characteristics of the patients. To apply the proposed technique to analyze an ischemic stroke dataset. MATERIALS AND METHODS: We analyzed 4,830 electronic health records (EHRs) from patients with ischemic stroke (2010-2017), containing information about events realized during treatment and clinical and profile information of the patients. The proposed method combined process mining techniques with data analysis, grouping the data by primary care units (PCU - units responsible for the primary care of patients residing in a geographical area). RESULTS: A novel method, named process, data, and management (PDM) analysis method was used for ischemic stroke data and it provided the following outcomes: health care process for patients with ischemic stroke with time statistics; analysis of potential factors for slow hospital admission indicating an increase in the time to hospital admission of 3.4 h (mean value) for patients with an origin at the urgent care center (UCC) - 30% of patients; analysis of PCUs with distinct secondary stroke rates indicating that the social class of patients is the main difference between them; and the visualization of risk factors (before the stroke) by the PCU to inform the health manager about the potential of prevention. DISCUSSION: PDM analysis describes a step-by-step method for combining process analysis with data analysis considering a management focus. The results obtained on the stroke context can support the definition of more refined action plans by the health manager, improving the stroke health care process and preventing new events. CONCLUSION: When a patient is diagnosed with ischemic stroke, immediate treatment is needed. Moreover, it is possible to prevent new events to some degree by monitoring and treating risk factors. PDM analysis provides an overview of the health care process with time, combining elements that affect the treatment flow and factors, which can indicate a potential for preventing new events. We also can apply PDM analysis in different scenarios, when there is information about activities from treatment flow and other characteristics related to the treatment or the prevention of the analyzed disease. The management focus of the results aids in the formulation of service policies, action plans, and resource allocation.


Subject(s)
Brain Ischemia , Ischemic Stroke , Stroke , Brain Ischemia/therapy , Electronic Health Records , Humans , Risk Factors , Stroke/epidemiology , Stroke/therapy
9.
Stroke ; 51(8): 2315-2321, 2020 08.
Article in English | MEDLINE | ID: mdl-32530738

ABSTRACT

BACKGROUND AND PURPOSE: Since the onset of the coronavirus disease 2019 (COVID-19) pandemic, doctors and public authorities have demonstrated concern about the reduction in quality of care for other health conditions due to social restrictions and lack of resources. Using a population-based stroke registry, we investigated the impact of the onset of the COVID-19 pandemic in stroke admissions in Joinville, Brazil. METHODS: Patients admitted after the onset of COVID-19 restrictions in the city (defined as March 17, 2020) were compared with those admitted in 2019. We analyzed differences between stroke incidence, types, severity, reperfusion therapies, and time from stroke onset to admission. Statistical tests were also performed to compare the 30 days before and after COVID-19 to the same period in 2019. RESULTS: We observed a decrease in total stroke admissions from an average of 12.9/100 000 per month in 2019 to 8.3 after COVID-19 (P=0.0029). When compared with the same period in 2019, there was a 36.4% reduction in stroke admissions. There was no difference in admissions for severe stroke (National Institutes of Health Stroke Scale score >8), intraparenchymal hemorrhage, and subarachnoid hemorrhage. CONCLUSIONS: The onset of COVID-19 was correlated with a reduction in admissions for transient, mild, and moderate strokes. Given the need to prevent the worsening of symptoms and the occurrence of medical complications in these groups, a reorganization of the stroke-care networks is necessary to reduce collateral damage caused by COVID-19.


Subject(s)
Coronavirus Infections/epidemiology , Ischemic Attack, Transient/epidemiology , Pandemics , Patient Admission/statistics & numerical data , Pneumonia, Viral/epidemiology , Stroke/epidemiology , Adult , Aged , Aged, 80 and over , Brazil/epidemiology , COVID-19 , Female , Humans , Incidence , Intracranial Hemorrhages/epidemiology , Intracranial Hemorrhages/therapy , Ischemic Attack, Transient/therapy , Male , Middle Aged , Quality of Health Care , Reperfusion , Stroke/therapy , Subarachnoid Hemorrhage/epidemiology , Subarachnoid Hemorrhage/therapy
10.
Curr Neurovasc Res ; 17(4): 361-375, 2020.
Article in English | MEDLINE | ID: mdl-32436830

ABSTRACT

BACKGROUND: It is unknown if improvements in ischemic stroke (IS) outcomes reported after cerebral reperfusion therapies (CRT) in developed countries are also applicable to the "real world" scenario of low and middle-income countries. We aimed to measure the long-term outcomes of severe IS treated or not with CRT in Brazil. METHODS: Patients from a stroke center of a state-run hospital were included. We compared the survival probability and functional status at 3 and 12 months in patients with severe IS treated or not with CRT. From 2010 to 2011, we performed intravenous reperfusion when patients arrived within 4.5 h time-window (IVT group) and after 2011, mechanical thrombectomy (MT) combined or not with intravenous alteplase (IAT group). Those who arrived >4.5 h in 2010-2011 and >6 h in 2012-2017 did not undergo CRT (NCRT group). RESULTS: From 2010 to 2017, we registered 917 patients: 74% (677/917) in the NCRT group, 19% (178/917) in the IVT group and 7% (62/917) in the IAT group. Compared to the NCRT group, IVT patients had a 28% higher (HR: 0.72; 95% CI 0.53-0.96) 3-month adjusted probability of survival and risk of functional dependence was 19% lower (adjusted RR: 0.81; 95% CI 0.73-0.91). For those who underwent MT, the adjusted probability of survival was 59 % higher (HR: 0.41; 95% CI 0.21-0.77) and the risk of functional dependence was 21% lower (adjusted RR: 0.79; 95% CI 0.66-094). These outcomes remained significantly better throughout the first year. CONCLUSION: CRT led to better outcomes in patients with severe IS in Brazil.


Subject(s)
Brain Ischemia/therapy , Cerebral Revascularization/methods , Developing Countries , Ischemic Stroke/therapy , Thrombectomy/methods , Thrombolytic Therapy/methods , Aged , Aged, 80 and over , Brain Ischemia/diagnosis , Brain Ischemia/epidemiology , Brazil/epidemiology , Cerebral Revascularization/trends , Female , Fibrinolytic Agents/therapeutic use , Follow-Up Studies , Humans , Ischemic Stroke/diagnosis , Ischemic Stroke/epidemiology , Male , Middle Aged , Registries , Thrombectomy/trends , Thrombolytic Therapy/trends , Treatment Outcome
11.
Arq Neuropsiquiatr ; 77(6): 393-403, 2019 07 15.
Article in English | MEDLINE | ID: mdl-31314841

ABSTRACT

OBJECTIVE: Few studies from low- and middle-income countries have assessed stroke and cerebral reperfusion costs from the private sector. To measure the in-hospital costs of ischemic stroke (IS), with and without cerebral reperfusion, primary intracerebral hemorrhage (PIH), subarachnoid hemorrhage (SAH) and transient ischemic attacks (TIA) in two private hospitals in Joinville, Brazil. METHODS: Prospective disease-cost study. All medical and nonmedical costs for patients admitted with any stroke type or TIA were consecutively determined in 2016-17. All costs were adjusted to the gross domestic product deflator index and purchasing power parity. RESULTS: We included 173 patients. The median cost per patient was US$3,827 (IQR: 2,800-8,664) for the 131 IS patients; US$2,315 (IQR: 1,692-2,959) for the 27 TIA patients; US$16,442 (IQR: 5,108-33,355) for the 11 PIH patients and US$28,928 (IQR: 12,424-48,037) for the four SAH patients (p < 0.00001). For the six IS patients who underwent intravenous thrombolysis, the median cost per patient was US$11,463 (IQR: 8,931-14,291), and for the four IS patients who underwent intra-arterial thrombectomy, the median cost per patient was US$35,092 (IQR: 31,833-37,626; p < 0.0001). A direct correlation was found between cost and length of stay (r = 0.67, p < 0.001). CONCLUSIONS: Stroke is a costly disease. In the private sector, the costs of cerebral reperfusion for IS treatment were three-to-ten times higher than for usual treatments. Therefore, cost-effectiveness studies are urgently needed in low- and middle-income countries.


Subject(s)
Health Care Costs/statistics & numerical data , Hospitals, Private/economics , Length of Stay/economics , Stroke/economics , Aged , Aged, 80 and over , Brazil , Cerebral Hemorrhage/economics , Female , Humans , Ischemic Attack, Transient/economics , Male , Middle Aged , Prospective Studies , Reference Values , Severity of Illness Index , Statistics, Nonparametric , Stroke/therapy , Subarachnoid Hemorrhage/economics , Time Factors
12.
Arq Neuropsiquiatr ; 77(6): 404-411, 2019 07 15.
Article in English | MEDLINE | ID: mdl-31314842

ABSTRACT

OBJECTIVE: Low- and middle-income countries face tight health care budgets, not only new resources, but also costly therapeutic resources for treatment of ischemic stroke (IS). However, few prospective data about stroke costs including cerebral reperfusion from low- and middle-income countries are available. To measure the costs of stroke care in a public hospital in Joinville, Brazil. METHODS: We prospectively assessed all medical and nonmedical costs of inpatients admitted with a diagnosis of any stroke or transient ischemic attack over one year, analyzed costs per type of stroke and treatment, length of stay (LOS) and compared hospital costs with government reimbursement. RESULTS: We evaluated 274 patients. The total cost for the year was US$1,307,114; the government reimbursed the hospital US$1,095,118. We found a significant linear correlation between LOS and costs (r = 0.71). The median cost of 134 IS inpatients who did not undergo cerebral reperfusion (National Institutes of Health Stroke Scale [NIHSS] median = 3 ) was US$2,803; for IS patients who underwent intravenous (IV) alteplase (NIHSS 10), the median was US$5,099, and for IS patients who underwent IV plus an intra-arterial (IA) thrombectomy (NIHSS > 10), the median cost was US$10,997. The median costs of a primary intracerebral hemorrhage, subarachnoid hemorrhage, and transient ischemic attack were US$2,436, US$8,031 and US$2,677, respectively. CONCLUSIONS: Reperfusion treatments were two-to-four times more expensive than conservative treatment. A cost-effectiveness study of the IS treatment option is necessary.


Subject(s)
Health Care Costs/statistics & numerical data , Hospitals, Public/economics , Length of Stay/economics , Stroke/economics , Adult , Aged , Aged, 80 and over , Brazil , Cerebral Hemorrhage/economics , Female , Humans , Ischemic Attack, Transient/economics , Male , Middle Aged , Prospective Studies , Reference Values , Statistics, Nonparametric , Subarachnoid Hemorrhage/economics , Time Factors
13.
Arq. neuropsiquiatr ; 77(6): 393-403, June 2019. tab, graf
Article in English | LILACS | ID: biblio-1011354

ABSTRACT

ABSTRACT Few studies from low- and middle-income countries have assessed stroke and cerebral reperfusion costs from the private sector. Objective To measure the in-hospital costs of ischemic stroke (IS), with and without cerebral reperfusion, primary intracerebral hemorrhage (PIH), subarachnoid hemorrhage (SAH) and transient ischemic attacks (TIA) in two private hospitals in Joinville, Brazil. Methods Prospective disease-cost study. All medical and nonmedical costs for patients admitted with any stroke type or TIA were consecutively determined in 2016-17. All costs were adjusted to the gross domestic product deflator index and purchasing power parity. Results We included 173 patients. The median cost per patient was US$3,827 (IQR: 2,800-8,664) for the 131 IS patients; US$2,315 (IQR: 1,692-2,959) for the 27 TIA patients; US$16,442 (IQR: 5,108-33,355) for the 11 PIH patients and US$28,928 (IQR: 12,424-48,037) for the four SAH patients (p < 0.00001). For the six IS patients who underwent intravenous thrombolysis, the median cost per patient was US$11,463 (IQR: 8,931-14,291), and for the four IS patients who underwent intra-arterial thrombectomy, the median cost per patient was US$35,092 (IQR: 31,833-37,626; p < 0.0001). A direct correlation was found between cost and length of stay (r = 0.67, p < 0.001). Conclusions Stroke is a costly disease. In the private sector, the costs of cerebral reperfusion for IS treatment were three-to-ten times higher than for usual treatments. Therefore, cost-effectiveness studies are urgently needed in low- and middle-income countries.


RESUMO Poucos estudos determinam o custo do AVC em países de baixa e média renda nos setores privados. Objetivos Mensurar o custo hospitalar do tratamento do(a): AVC isquêmico com e sem reperfusão cerebral, hemorragia intracerebral primária (HIP), hemorragia subaracnóidea e ataque isquêmico transitório (AIT) em hospitais privados de Joinville, Brasil. Métodos Estudo prospectivo de custo de doença. Os custos médicos e não médicos dos pacientes admitidos com qualquer tipo de AVC ou AIT foram consecutivamente verificados em 2016-17. Os valores foram ajustados ao índice do deflator do produto interno bruto e à paridade do poder de compra. Resultados Nós incluímos 173 pacientes. A mediana de custo por paciente foi de US$ 3.827 (IQR: 2.800-8.664) para os 131 pacientes com AVC isquêmico; US$ 2.315 (1.692-2.959) para os 27 pacientes com AIT; US$ 16.442 (5.108-33.355) para os 11 pacientes com HIP e US$ 28.928 (12.424-48.037) para os quatro pacientes com HSA (p < 0,00001). Para seis pacientes submetidos à trombólise intravenosa, a mediana do custo por paciente foi de US$ 11.463 (8.931-14.291) e, para quatro pacientes submetidos à trombectomia intra-arterial, a mediana de custo por paciente foi de US$ 35.092 (31.833-37.626; p < 0,0001). Uma correlação direta foi encontrada entre custo e tempo de permanência (r = 0,67, p < 0,001). Conclusão O AVC é uma doença cara. Em ambiente privado, os custos da reperfusão cerebral foram de três a dez vezes superiores aos tratamentos habituais do AVC isquêmico. Portanto, estudos de custo-efetividade são urgentemente necessários em países de baixa e média rendas.


Subject(s)
Humans , Male , Female , Middle Aged , Aged , Aged, 80 and over , Hospitals, Private/economics , Health Care Costs/statistics & numerical data , Stroke/economics , Length of Stay/economics , Reference Values , Subarachnoid Hemorrhage/economics , Time Factors , Severity of Illness Index , Brazil , Cerebral Hemorrhage/economics , Ischemic Attack, Transient/economics , Prospective Studies , Statistics, Nonparametric , Stroke/therapy
14.
Arq. neuropsiquiatr ; 77(6): 404-411, June 2019. tab, graf
Article in English | LILACS | ID: biblio-1011360

ABSTRACT

ABSTRACT Low- and middle-income countries face tight health care budgets, not only new resources, but also costly therapeutic resources for treatment of ischemic stroke (IS). However, few prospective data about stroke costs including cerebral reperfusion from low- and middle-income countries are available. Objective To measure the costs of stroke care in a public hospital in Joinville, Brazil. Methods We prospectively assessed all medical and nonmedical costs of inpatients admitted with a diagnosis of any stroke or transient ischemic attack over one year, analyzed costs per type of stroke and treatment, length of stay (LOS) and compared hospital costs with government reimbursement. Results We evaluated 274 patients. The total cost for the year was US$1,307,114; the government reimbursed the hospital US$1,095,118. We found a significant linear correlation between LOS and costs (r = 0.71). The median cost of 134 IS inpatients who did not undergo cerebral reperfusion (National Institutes of Health Stroke Scale [NIHSS] median = 3 ) was US$2,803; for IS patients who underwent intravenous (IV) alteplase (NIHSS 10), the median was US$5,099, and for IS patients who underwent IV plus an intra-arterial (IA) thrombectomy (NIHSS > 10), the median cost was US$10,997. The median costs of a primary intracerebral hemorrhage, subarachnoid hemorrhage, and transient ischemic attack were US$2,436, US$8,031 and US$2,677, respectively. Conclusions Reperfusion treatments were two-to-four times more expensive than conservative treatment. A cost-effectiveness study of the IS treatment option is necessary.


RESUMO Os países de baixa e media renda enfrentam orçamentos apertados na saúde, não somente devido aos novos recursos terapêuticos, mas relacionado ao custo oneroso do tratamento do acidente vascular cerebral. No entanto, poucos dados prospectivos sobre os custos do AVC, incluindo reperfusão cerebral de países de baixa e média renda estão disponíveis. Objetivo Mensurar os custos do atendimento ao AVC em um hospital público. Métodos Avaliamos prospectivamente todos os custos médicos e não médicos de pacientes internados com diagnóstico de acidente vascular cerebral ou AIT durante 1 ano, analisamos os custos por tipo de AVC e tratamento, tempo de permanência e comparamos os custos hospitalares com o reembolso governamental. Resultados Foram avaliados 274 pacientes. O custo total em um ano foi de US$ 1.307,114; o governo reembolsou o hospital no valor de US$ 1.095.118. Encontramos uma correlação linear significativa entre LOS e custos (r = 0,71). A mediana do custo do AVCI em 134 pacientes que não sofreram reperfusão cerebral (National Institutes of Health Stroke Scale [NIHSS] mediana = 3) foi de US$ 2.803; para pacientes submetidos a alteplase intravenosa (IV) (NIHSS 10), a mediana foi de US$ 5.099 e para os pacientes submetidos a trombectomia intra-arterial (IA) (NIHSS > 10), o custo mediano foi de US$ 10.997. A mediana do custo de uma hemorragia intracerebral primária, hemorragia subaracnóidea e AIT foram de US$ 2.436, US$ 8.031 e US$ 2.677, respectivamente. Conclusões Os tratamentos de reperfusão foram duas a quatro vezes mais caros do que o tratamento conservador. Estudo de custo-efetividade para o tratamento do AVC são necessários.


Subject(s)
Humans , Male , Female , Adult , Middle Aged , Aged , Aged, 80 and over , Health Care Costs/statistics & numerical data , Stroke/economics , Hospitals, Public/economics , Length of Stay/economics , Reference Values , Subarachnoid Hemorrhage/economics , Time Factors , Brazil , Cerebral Hemorrhage/economics , Ischemic Attack, Transient/economics , Prospective Studies , Statistics, Nonparametric
15.
Int J Stroke ; 14(5): 491-499, 2019 07.
Article in English | MEDLINE | ID: mdl-30299229

ABSTRACT

BACKGROUND: Studies regarding long-term outcomes of ischemic stroke subtypes are scarce in low- and middle-income countries. We aimed to measure the five-year prognosis of ischemic stroke subtypes in Joinville, Brazil. METHODS: All first-ever ischemic strokes that occurred in Joinville in 2010 were followed-up for five years. RESULTS: We included 334 ischemic stroke patients. Over five years, 156 died, 51 had a recurrent stroke, and 128 were free of recurrent stroke. The overall cumulative risk of death was 17% (95% CI, 13% to 22%) at 30 days and 47% (95% CI, 41% to 52%) after five years. Undetermined with incomplete investigation ischemic stroke had a significantly worse survival probability (ß -4.91; 95% CI, -6.31 to -3.50; p < 0.001), followed by cardioembolic ischemic stroke (ß -3.07; 95% CI, -4.32 to -1.83; p < 0.001) and large artery disease ischemic stroke (ß -1.95; 95% CI, -3.30 to -0.60; p = 0.005). The survival probability of undetermined with negative investigation or cryptogenic ischemic stroke did not differ significantly from small artery disease ischemic stroke (ß -1.022; 95% CI, -3.37 to -1.43; p = 0.414). The five-year mortality for small artery disease ischemic stroke was 30% (95% CI, 22% to 39%) and 47% (95% CI, 35% to 60%) for large artery ischemic stroke. The risk of stroke recurrence was 2% in the first year and 5% in the second year. The proportion of disability among survivors in the first month ranged from 8% (95% CI, 3-15) for small artery disease ischemic stroke to 40% (95% CI, 30-52) for cardioembolic ischemic stroke patients. CONCLUSIONS: Cardioembolic and undetermined with incomplete investigation ischemic stroke sub-types have a poor long-term prognosis. An alarming finding was that our patients with both small and large artery ischemic stroke had higher five-year mortality rates compared with subjects from high-income countries.


Subject(s)
Stroke/diagnosis , Stroke/mortality , Aged , Brazil/epidemiology , Disability Evaluation , Female , Humans , Male , Middle Aged , Poverty/statistics & numerical data , Prospective Studies , Recurrence , Survival Analysis , Time Factors
16.
Arq Neuropsiquiatr ; 76(6): 367-372, 2018 Jun.
Article in English | MEDLINE | ID: mdl-29972418

ABSTRACT

OBJECTIVE: There is gap in knowledge about obesity prevalence in stroke patients from low- and middle-income countries. Therefore, we aimed to measure the prevalence of overweight and obesity status among patients with incident stroke in Brazil. METHODS: In a cross-sectional study, we measured the body mass index (BMI) of ischemic and hemorrhagic stroke patients. The sample was extracted in 2016, from the cities of Sobral (CE), Sertãozinho (SP), Campo Grande (MS), Joinville (SC) and Canoas (RS). RESULTS: In 1,255 patients with first-ever strokes, 64% (95% CI, 62-67) were overweight and 26% (95%CI, 24-29) were obese. The obesity prevalence ranged from 15% (95%CI, 9-23) in Sobral to 31% (95%CI, 18-45) in Sertãozinho. Physical inactivity ranged from 53% (95%CI, 43-63) in Sobral to 80% (95%CI, 73-85) in Canoas. CONCLUSIONS: The number of overweight patients with incident stroke is higher than the number of patients with stroke and normal BMI. Although similar to other findings in high-income countries, we urgently need better policies for obesity prevention.


Subject(s)
Obesity/epidemiology , Overweight/epidemiology , Stroke/epidemiology , Aged , Brazil/epidemiology , Cross-Sectional Studies , Female , Humans , Male , Middle Aged , Obesity/complications , Overweight/complications , Prevalence , Risk Factors , Socioeconomic Factors , Stroke/etiology
17.
Arq. neuropsiquiatr ; 76(6): 367-372, June 2018. tab
Article in English | LILACS | ID: biblio-950551

ABSTRACT

ABSTRACT Objective There is gap in knowledge about obesity prevalence in stroke patients from low- and middle-income countries. Therefore, we aimed to measure the prevalence of overweight and obesity status among patients with incident stroke in Brazil. Methods In a cross-sectional study, we measured the body mass index (BMI) of ischemic and hemorrhagic stroke patients. The sample was extracted in 2016, from the cities of Sobral (CE), Sertãozinho (SP), Campo Grande (MS), Joinville (SC) and Canoas (RS). Results In 1,255 patients with first-ever strokes, 64% (95% CI, 62-67) were overweight and 26% (95%CI, 24-29) were obese. The obesity prevalence ranged from 15% (95%CI, 9-23) in Sobral to 31% (95%CI, 18-45) in Sertãozinho. Physical inactivity ranged from 53% (95%CI, 43-63) in Sobral to 80% (95%CI, 73-85) in Canoas. Conclusions The number of overweight patients with incident stroke is higher than the number of patients with stroke and normal BMI. Although similar to other findings in high-income countries, we urgently need better policies for obesity prevention.


RESUMO Objetivo Há uma lacuna de conhecimento sobre a prevalência de obesidade em pacientes com AVC (acidente vascular cerebral) de países de baixa e média renda. Portanto, objetivamos medir a prevalência de sobrepeso e obesidade entre pacientes com AVC no Brasil. Métodos Em um estudo transversal, medimos o índice de massa corporal (IMC) em pacientes com AVC isquêmico e hemorrágico. A amostra foi extraída em 2016, nas cidades de Sobral (CE), Sertãozinho (SP), Campo Grande (MS), Joinville (SC) e Canoas (RS). Resultados Entre 1255 casos de AVC, 64% (95%CI, 62-67) apresentavam sobrepeso e 26% (95%CI, 24-29) obesidade. A prevalência de obesidade variou de 15% (95%CI, 9-23) em Sobral a 31% (95%CI, 18-45) em Sertãozinho. Conclusões A quantidade de pacientes com AVC e IMC anormal é maior do que a de pacientes com AVC e IMC normal. Embora esta prevalência seja similar às de países de alta renda, precisamos urgentemente de melhores políticas de prevenção da obesidade. Atividade física deveria ser parte da prescrição médica.


Subject(s)
Humans , Male , Female , Middle Aged , Aged , Stroke/epidemiology , Overweight/epidemiology , Obesity/epidemiology , Socioeconomic Factors , Brazil/epidemiology , Prevalence , Cross-Sectional Studies , Risk Factors , Stroke/etiology , Overweight/complications , Obesity/complications
18.
Int J Stroke ; 13(7): 725-733, 2018 10.
Article in English | MEDLINE | ID: mdl-29513098

ABSTRACT

Background Information about long-term outcomes after stroke in developing countries provided by population-based methodologies is scarce. Aim This study aimed to know outcomes five years after a first-ever stroke in Joinville, Brazil. Methods Data were extracted from the Joinville Stroke Registry about all patients who had strokes in Joinville in 2010 and were followed up to 2015. Stroke recurrence, Kaplan-Meier survival probabilities, functional outcomes, and causes of death were ascertained at 30 days, six months, one and five years. Results A total of 399 strokes were studied. The mean age was 64 (standard deviation 16) years. After five years, 52% (95% confidence interval: 47-57%) survived and 20% (95% confidence interval: 15-26%) of the survivors had modified Rankin scale scores >2. More than half of these patients were institutionalized in nursing or home care settings. The average risk of death per year was ≈7%. Survival rates were significantly lower for subarachnoid hemorrhage and primary intracerebral hemorrhage than for ischemic stroke. The five-year recurrence rate was 12% (95% confidence interval: 9-15%). The index stroke was the cause of death in three quarters of the patients. Conclusions The results showed that 68% of the patients with stroke were either dead or disabled five years after first-ever stroke. This percentage is similar to proportions of other recent cohorts from developed countries, despite the lower age of the patients in this study.


Subject(s)
Stroke/epidemiology , Aged , Brazil/epidemiology , Cause of Death , Disability Evaluation , Female , Humans , Incidence , Kaplan-Meier Estimate , Male , Middle Aged , Prospective Studies , Recurrence , Registries , Stroke/classification , Stroke/diagnosis , Stroke/therapy , Treatment Outcome
19.
Arq Neuropsiquiatr ; 75(12): 881-889, 2017 Dec.
Article in English | MEDLINE | ID: mdl-29236892

ABSTRACT

Aiming to contribute to studies that use detailed clinical and genomic information of biobanks, we present the initial results of the first Latin American Stroke Biobank. METHODS: Blood samples were collected from patients included in the Joinville Stroke Registry and four Brazilian cities. Demographic socio-economic data, cardiovascular risk factors, Causative Classification System for Ischemic Stroke, Trial of Org 10172 in Acute Stroke Treatment and National Institutes of Health scores, functional stroke status (modified Rankin) and brain images were recorded. Additionally, controls from both geographic regions were recruited. High-molecular-weight genomic DNA was obtained from all participants. RESULTS: A total of 2,688 patients and 3,282 controls were included. Among the patients, 76% had ischemic stroke, 12% transient ischemic attacks, 9% hemorrhagic stroke and 3% subarachnoid hemorrhage. Patients with undetermined ischemic stroke were most common according the Trial of Org 10172 in Acute Stroke Treatment (40%) and Causative Classification System for Ischemic Stroke (47%) criteria. A quarter of the patients were under 55 years of age at the first-ever episode. CONCLUSIONS: We established the Joinville Stroke Biobank and discuss its potential for contributing to the understanding of the risk factors leading to stroke.


Subject(s)
Aged , Biological Specimen Banks/statistics & numerical data , Genome, Human/genetics , Stroke/genetics , Brazil , Case-Control Studies , Female , Humans , Male , Middle Aged , Risk Factors , Socioeconomic Factors , Stroke/blood
20.
Arq. neuropsiquiatr ; 75(12): 881-889, Dec. 2017. tab, graf
Article in English | LILACS | ID: biblio-888281

ABSTRACT

ABSTRACT Aiming to contribute to studies that use detailed clinical and genomic information of biobanks, we present the initial results of the first Latin American Stroke Biobank. Methods: Blood samples were collected from patients included in the Joinville Stroke Registry and four Brazilian cities. Demographic socio-economic data, cardiovascular risk factors, Causative Classification System for Ischemic Stroke, Trial of Org 10172 in Acute Stroke Treatment and National Institutes of Health scores, functional stroke status (modified Rankin) and brain images were recorded. Additionally, controls from both geographic regions were recruited. High-molecular-weight genomic DNA was obtained from all participants. Results: A total of 2,688 patients and 3,282 controls were included. Among the patients, 76% had ischemic stroke, 12% transient ischemic attacks, 9% hemorrhagic stroke and 3% subarachnoid hemorrhage. Patients with undetermined ischemic stroke were most common according the Trial of Org 10172 in Acute Stroke Treatment (40%) and Causative Classification System for Ischemic Stroke (47%) criteria. A quarter of the patients were under 55 years of age at the first-ever episode. Conclusions: We established the Joinville Stroke Biobank and discuss its potential for contributing to the understanding of the risk factors leading to stroke.


RESUMO Com o objetivo de contribuir para estudos que utilizam informações clínicas e genômicas de biobancos, apresentamos os resultados iniciais do primeiro Biobanco Latinoamericano em Acidente Vascular Cerebral (AVC). Métodos: Foram coletadas amostras de sangue de pacientes recrutados pelo Registro de AVC de Joinville e posteriormente de quatro cidades brasileiras. Foram registrados dados socioeconômicos demográficos, fatores de risco cardiovasculares, Causative Classification System (CCS), Trial of Org 10172 in Acute Stroke Treatment, National Institutes of Health, estado funcional (Rankin modificado) e imagens cerebrais. Adicionalmente, foram recrutados controles das regiões geográficas correspondentes. Obteve-se DNA genômico de todos participantes. Resultados: Foram incluídos 2688 pacientes e 3282 controles. Entre os pacientes, 76% tiveram AVC isquêmico, 12% ataques isquêmicos transitórios, 9% AVC hemorrágico e 3% hemorragia subaracnóidea. Os casos indeterminados foram os mais frequentes e classificados de acordo com TOAST (40%) e CCS (47%). Um quarto dos pacientes tinham menos de 55 anos no primeiro evento. Conclusões: Estabelecemos o Joinville Stroke Biobank, e discutimos aqui seu potencial na compreensão dos fatores de risco do AVC.


Subject(s)
Humans , Male , Female , Middle Aged , Aged , Genome, Human/genetics , Biological Specimen Banks/statistics & numerical data , Stroke/genetics , Socioeconomic Factors , Brazil , Case-Control Studies , Risk Factors , Stroke/blood
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