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1.
Transplant Cell Ther ; 28(10): 708.e1-708.e8, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-35788087

RESUMO

Manifestations of sickle cell disease (SCD) begin early in childhood and cause morbidity and decreased life expectancy. Hematopoietic stem cell transplantation (HSCT) is curative but associated with risk of mortality attributable to the transplant. This risk should be counterbalanced with SCD morbidity and mortality. A severity score using a Bayesian network model was previously validated to predict the risk of death in adult individuals with SCD. The objective of this study is to calculate the severity scores of participants in a multicenter cohort of Brazilians with SCD, using a previously published Bayesian network-derived score, associated with risk of death and then compare the severity scores between participants with and without an indication for HSCT as defined by the Brazilian Ministry of Health (MoH) criteria. This is an observational, retrospective study. We analyzed 2063 individuals with sickle cell anemia from the Recipient Epidemiology and Donor Evaluation Study-III Brazil SCD cohort and applied a Bayesian network-derived score to compare candidates and non-candidates for HSCT according to the Brazilian MoH transplant criteria. Classical statistical methods were used to analyze data and make comparisons. We compared severity scores between cohort members with (n = 431) and without (n = 1632) HSCT indications according to Brazilian MoH. Scores were not different in adult participants with ≥1 HSCT indication when compared to those with no indication (mean 0.342 versus 0.292; median 0.194 versus 0.183, P = .354) and receiver operating characteristic curves did not demonstrate an obvious threshold to differentiate participants with or without HSCT indications. Severity score may predict risk of death but does not differentiate HSCT candidates. Current indications should be evaluated to ensure that patients with more severe disease who might benefit from HSCT are appropriately identified.


Assuntos
Anemia Falciforme , Transplante de Células-Tronco Hematopoéticas , Adulto , Anemia Falciforme/terapia , Teorema de Bayes , Transplante de Células-Tronco Hematopoéticas/efeitos adversos , Humanos , Estudos Retrospectivos , Doadores de Tecidos
2.
Transfusion ; 60(8): 1713-1722, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32579245

RESUMO

BACKGROUND: Red blood cell (RBC) transfusions are used in sickle cell disease (SCD) to treat acute complications or as chronic transfusion therapy (CTT) to prevent severe manifestations. The objectives of this study were to describe blood utilization and adverse events (AEs) associated with RBCs in the Brazilian SCD population and compare characteristics of patients treated or not with CTT. STUDY DESIGN AND METHODS: A SCD cohort was established at six Brazilian centers. Medical and blood bank records were abstracted for clinical and transfusion history. Two controls not treated with CTT matched on center, SCD genotype, sex, and age were selected for each CTT case within the cohort to compare characteristics between the two groups. RESULTS: Most of the 2794-member cohort had received a transfusion (75.0% of children and 89.2% of adults) with 29.2% of patients receiving transfusion in the prior year. There were 170 (10.6%) children and 115 (9.2%) adults treated with CTT. Children not treated with CTT were more likely to have pain and acute chest hospitalizations in the prior year (25.3% vs. 11.9%, p = 0.0003; and 22.0% vs. 10.7%, p = 0.002, respectively). Both iron overload and alloimmunization were more common in CTT cases compared to controls (65.6% vs. 17.0% and 36.2% vs. 15.9%, respectively). A higher proportion of adults treated with CTT demonstrated oxygen saturation of greater than 95% compared to controls not treated (51.1% vs. 39.2%), while there was no difference in oxygenation between children treated or not. Of 4501 transfusion episodes, 28 (0.62%) AEs were reported. There was no difference in AEs associated with transfusions for acute indications versus CTT. CONCLUSION: Red blood cell transfusion was common in Brazilian SCD patients, with utilization driven by CTT. Transfusion reactions were not common; however, alloimmunization and iron overload were frequent among those on CTT, highlighting the need for novel clinical strategies to mitigate these risks.


Assuntos
Síndrome Torácica Aguda , Transfusão de Eritrócitos/efeitos adversos , Sobrecarga de Ferro , Oxigênio/sangue , Reação Transfusional , Síndrome Torácica Aguda/sangue , Síndrome Torácica Aguda/epidemiologia , Síndrome Torácica Aguda/terapia , Adolescente , Adulto , Fatores Etários , Brasil/epidemiologia , Criança , Pré-Escolar , Feminino , Humanos , Sobrecarga de Ferro/sangue , Sobrecarga de Ferro/epidemiologia , Sobrecarga de Ferro/etiologia , Masculino , Fatores Sexuais , Reação Transfusional/sangue , Reação Transfusional/epidemiologia
3.
Biol Blood Marrow Transplant ; 25(10): 2103-2109, 2019 10.
Artigo em Inglês | MEDLINE | ID: mdl-31229639

RESUMO

Sickle cell disease (SCD) is associated with significant morbidity, and allogeneic hematopoietic stem cell transplantation (HSCT) remains the primary curative treatment. Recently, the Brazilian Ministry of Health released a regulation that required the publically funded healthcare system to pay for HSCT for SCD patients with defined indications. We used an existing 2794-member SCD cohort established during 2013 to 2015 to characterize candidates for HSCT and estimate the number of possible donors. Of 2064 patients with SC anemia (SCA), 152 of 974 children (16%) and 279 of 1090 adults (26%) had at least 1 HSCT indication. The most common indication for transplant was stroke (n = 239) followed by avascular necrosis (n = 96), priapism (n = 82), cerebrovascular disease (n = 55), >2 vaso-occlusive episodes (n = 38), alloantibodies and chronic transfusion therapy (n = 18), and >2 acute chest syndrome episodes (n = 11). Increasing age, number of transfusions, abnormal transcranial Doppler, retinopathy, dactylitis, and use of hydroxyurea were more frequent in the 152 children with an indication for HSCT compared with 822 without (P < .001). Of 152 children and 279 adults meeting the eligibility definition, 77 (50%) and 204 (73%), respectively, had at least 1 non-SCD full sibling who could potentially serve as a donor. In conclusion, in a large cohort of SCA patients, 16% of children and 26% of adults had at least 1 indication for HSCT; these indications were associated with the severity of the disease. This study provides clinical data necessary for estimating the costs and infrastructure that would be required to implement HSCT in a public healthcare system.


Assuntos
Anemia Falciforme/terapia , Transplante de Células-Tronco Hematopoéticas/métodos , Condicionamento Pré-Transplante/métodos , Adolescente , Adulto , Idoso , Criança , Pré-Escolar , Estudos de Coortes , Feminino , Humanos , Lactente , Recém-Nascido , Masculino , Pessoa de Meia-Idade , Adulto Jovem
4.
PLoS Negl Trop Dis ; 12(8): e0006720, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-30148843

RESUMO

BACKGROUND: HTLV-1 infection is endemic in Brazil. About 1 to 2% of the Brazilian population is estimated to be infected, but most infected HTLV-1 individuals do not know about their own infection, which favors the continuity of sexual and vertical virus transmission. In addition, HTLV-1 associated central nervous system diseases and their pathophysiologic mechanisms are not fully understood. This study aimed to evaluate the correlation of spinal cord metabolism, viral and inflammatory profiles with features of neurological presentation in HTLV-1 infected individuals. METHODOLOGY: This is a cross-sectional study of a cohort including 48 HTLV-1 infected individuals clinically classified as asymptomatic-AG (N = 21), symptomatic-SG (N = 11) and HAM/TSP-HG (N = 16) and a nested case-control study with HTLV-1 infected individuals-HIG (N = 48) and HTLV-1 non infected controls-CG (N = 30) that had their spinal cord analysed by Positron Emission Tomography with 18F-Fluordeoxyglucose (18F-FDG PET/CT). HTLV-1 infected individuals had 18F-FDG PET/CT results analyzed with clinical and demographic data, proviral load, cytokines and chemokines in the blood and cerebrospinal fluid (CSF). PRINCIPAL FINDINGS: 18F-FDG PET/CT showed hypometabolism in the thoracic spinal cord in HTLV-1 infected individuals. The method had an accuracy of 94.4% to identify HAM/TSP. A greater involvement of the thoracic spinal cord was observed, although hypometabolism was also observed in the cervical spinal cord segment in HTLV-1 infected individuals. Individuals with HAM/TSP showed a pro-inflammatory profile in comparison to asymptomatic and symptomatic groups, with a higher level of Interferon-inducible T-cell alpha chemoattractant (ITAC/CXCL11), IL-6, IL-12p70 in the plasma; and ITAC, IL-4, IL-5, IL-8 (CXCL8) and TNF-alpha in the CSF. Using regression, thoracic spinal cord SUV (standardized uptake value) and CSF ITAC level were identified as the HAM/TSP predictors in the multivariate model. CONCLUSIONS: 18F-FDG PET/CT imaging showed spinal cord hypometabolism in most HTLV-1 infected individuals, even in the asymptomatic HTLV-1 group. Thoracic spinal cord hypometabolism and CSF-ITAC levels were identified predictors of HAM/TSP. SIGNIFICANCE: Our findings suggested that in most HTLV-1 infected individuals there was compromise of central nervous system (CNS) structures despite of the lack of clinical symptoms. To explain the found hypometabolism, the role of microcirculatory and metabolic factors in the pathogenesis of neurological diseases associated with HTLV-1 infection must be further investigated. It is paramount to evaluate the central nervous function and to compare the performance among HTLV-1 infected individuals considered asymptomatic to the uninfected controls.


Assuntos
Vírus Linfotrópico T Tipo 1 Humano , Paraparesia Espástica Tropical/virologia , Medula Espinal/metabolismo , Brasil/epidemiologia , Estudos de Casos e Controles , Estudos de Coortes , Estudos Transversais , Humanos , Microcirculação , Tomografia por Emissão de Pósitrons combinada à Tomografia Computadorizada , Medula Espinal/patologia , Medula Espinal/virologia , Carga Viral
5.
Br J Haematol ; 182(6): 895-908, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-30027669

RESUMO

Approximately 3500 children with sickle cell disease (SCD) are born in Brazil each year, but the burden of SCD morbidity is not fully characterised. A large, multi-centre cohort was established to characterise clinical outcomes in the Brazilian SCD population and create the infrastructure to perform genotype-phenotype association studies. Eligible patients were randomly selected from participating sites and recruited at routine visits. A biorepository of blood samples was created and comprehensive demographic and clinical outcome data were entered in a centralized electronic database. Peripheral blood genome-wide single nucleotide polymorphism (SNP) genotyping was performed using a customized Transfusion Medicine (TM) Array. A total of 2795 participants at six Brazilian sites were enrolled between 2013 and 2015. The cohort included slight predominance of children <18 years (55·9%) and females (53·0%). Haemoglobin (Hb) SS was the most common SCD genotype (70·7%), followed by HbSC (23%), Sß0 (3·0%) and Sß+ (2·9%). SNP data from the TM Array were analysed to evaluate the genetic ancestry of the cohort and revealed significant admixture among the population. Demographics and clinical complications, stratified by age and SCD genotype, are summarized and future studies in this cohort are discussed.


Assuntos
Anemia Falciforme/epidemiologia , Genótipo , Linhagem , Adolescente , Anemia Falciforme/sangue , Anemia Falciforme/genética , Brasil , Criança , Pré-Escolar , Estudos de Coortes , Estudos de Associação Genética , Estudo de Associação Genômica Ampla , Hemoglobina Falciforme/análise , Humanos , Masculino , Polimorfismo de Nucleotídeo Único
6.
Front Mol Neurosci ; 10: 52, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28293169

RESUMO

The Human T-cell leukemia virus type-I (HTLV-1) is the causal agent of HTLV-associated myelopathy/Tropical Spastic Paraparesis (HAM/TSP). HAM/TSP is the result of demyelination and cell death in the spinal cord and disruption of the blood-brain barrier (BBB), mediated by a virus-induced inflammatory response. In this study, we applied Positron Emission Tomography with 18F-fluordeoxyglucose (18F-FDG PET) to evaluate brain metabolism in a group of 47 patients infected with HTLV-1, and 18 healthy controls. Patients were divided into three groups according to their neurological symptoms. A machine learning (ML) based Gaussian Processes classification algorithm (GPC) was applied to classify between patient groups and controls and also to organize the three patient groups, based on gray and white matter brain metabolism. We found that GPC was able to differentiate the HAM/TSP group from controls with 85% accuracy (p = 0.003) and the asymptomatic seropositive patients from controls with 85.7% accuracy (p = 0.001). The weight map suggests diffuse cortical hypometabolism in both patient groups when compared to controls. We also found that the GPC could separate the asymptomatic HTLV-1 patients from the HAM/TSP patients, but with a lower accuracy (72.7%, p = 0.026). The weight map suggests a diffuse pattern of lower metabolism in the asymptomatic group when compared to the HAM/TSP group. These results are compatible with distinctive patterns of glucose uptake into the brain of HTLV-1 patients, including those without neurological symptoms, which differentiate them from controls. Furthermore, our results might unveil surprising aspects of the pathophysiology of HAM/TSP and related diseases, as well as new therapeutic strategies.

7.
PLoS One ; 11(3): e0152499, 2016.
Artigo em Inglês | MEDLINE | ID: mdl-27031505

RESUMO

BACKGROUND: Here, we aimed to gain a comprehensive picture of the HIV-1 diversity in the northeast and southeast part of Brazil. To this end, a high-throughput sequencing-by-synthesis protocol and instrument were used to characterize the near full length (NFLG) and partial HIV-1 proviral genome in 259 HIV-1 infected blood donors at four major blood centers in Brazil: Pro-Sangue foundation (São Paulo state (SP), n 51), Hemominas foundation (Minas Gerais state (MG), n 41), Hemope foundation (Recife state (PE), n 96) and Hemorio blood bank (Rio de Janeiro (RJ), n 70). MATERIALS AND METHODS: A total of 259 blood samples were obtained from 195 donors with long-standing infections and 64 donors with a lack of stage information. DNA was extracted from the peripheral blood mononuclear cells (PBMCs) to amplify the HIV-1 NFLGs from five overlapping fragments. The amplicons were molecularly bar-coded, pooled, and sequenced by Illumina paired-end protocol. RESULTS: Of the 259 samples studied, 208 (80%) NFLGs and 49 (18.8%) partial fragments were de novo assembled into contiguous sequences and successfully subtyped. Of these 257 samples, 183 (71.2%) were pure subtypes consisting of clade B (n = 167, 65%), C (n = 10, 3.9%), F1 (n = 4, 1.5%), and D (n = 2, 0.7%). Recombinant viruses were detected in 74 (28.8%) samples and consist of unique BF1 (n = 41, 15.9%), BC (n = 7, 2.7%), BCF1 (n = 4, 1.5%), CF1 and CDK (n = 1, 0.4%, each), CRF70_BF1 (n = 4, 1.5%), CRF71_BF1 (n = 12, 4.7%), and CRF72_BF1 (n = 4, 1.5%). Evidence of dual infection was detected in four patients coinfected with the same subtype (n = 3) and distinct subtype (n = 1). CONCLUSION: Based on this work, subtype B appears to be the prevalent subtype followed by a high proportion of intersubtype recombinants that appeared to be arising continually in this country. Our study represents the largest analysis of the viral NFLG ever undertaken worldwide and provides insights into the understanding the genesis of the HIV-1 epidemic in this particular area of South America and informs vaccine design and clinical trials.


Assuntos
Variação Genética , HIV-1/genética , Sequência de Bases , Doadores de Sangue , Brasil/epidemiologia , DNA/química , DNA/genética , Biblioteca Gênica , Genoma Viral , Genótipo , Infecções por HIV/epidemiologia , HIV-1/classificação , Sequenciamento de Nucleotídeos em Larga Escala , Humanos , Leucócitos Mononucleares/metabolismo , Filogenia , Provírus/genética , RNA Viral/sangue , RNA Viral/química , Recombinação Genética , Análise de Sequência de DNA , Análise de Sequência de RNA
8.
Decis Support Syst ; 55(3): 728-739, 2013 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-23729945

RESUMO

Over time, data warehouse (DW) systems have become more difficult to develop because of the growing heterogeneity of data sources. Despite advances in research and technology, DW projects are still too slow for pragmatic results to be generated. Here, we address the following question: how can the complexity of DW development for integration of heterogeneous transactional information systems be reduced? To answer this, we proposed methodological guidelines based on cycles of conceptual modeling and data analysis, to drive construction of a modular DW system. These guidelines were applied to the blood donation domain, successfully reducing the complexity of DW development.

9.
Transfusion ; 49(5): 851-7, 2009 May.
Artigo em Inglês | MEDLINE | ID: mdl-19175555

RESUMO

BACKGROUND: Shortage of safe blood donors is frequent and it is important to understand the causes of deferral of potential donors, who reside mainly in urban areas, to improve recruitment campaigns aiming at the quality/availability of donors. STUDY DESIGN AND METHODS: In Minas Gerais State, Brazil, Hemominas Foundation collects, analyzes, and distributes more than 90 percent of blood. Blood is collected in 19 centers in cities. In 2006, data from 335,109 attempts to donate were analyzed. RESULTS: Seventy-seven percent of donor candidates were less than 40 years old, with 57.1 percent nonwhite and 66 percent male. A total of 21.6 percent were deferred at the interview. Women were more clinically deferred than men (25.5% vs. 19.6%). In larger cities, the proportion of first-time donors (FTs) was higher (67.8%). The main causes of permanent deferral among FTs were neurologic diseases (37.5%), chronic hypertension (22.2%), and endocrinologic diseases (9.9%). The main causes of temporary clinical deferral in this group were risky behavior for sexually transmitted diseases (32.6%), anemia (8.5%), and hypertension (6%). The main causes of permanent deferral in repeat donors (RTs) were chronic hypertension (31.6%) and neurologic diseases (22.1%); for temporary deferral it was anemia (22.6%). A total of 2.9% of the collected blood bags were discarded due to reactive tests (FTs = 34.82/1000; RTs = 3.51/1000). CONCLUSION: A deferral study in blood donor candidates may shed light on regional diversity, highlighting how social inequalities and health status of the general population may affect the blood supply. Risk factors and marker rates derived from the donor pool may be useful to gain insights regarding public health issues.


Assuntos
Bancos de Sangue/organização & administração , Doadores de Sangue/provisão & distribuição , Seleção do Doador/métodos , Serviços Urbanos de Saúde/organização & administração , Adulto , Anemia , Doadores de Sangue/estatística & dados numéricos , Brasil , Seleção do Doador/normas , Feminino , Humanos , Hipertensão , Controle de Infecções , Masculino , Pessoa de Meia-Idade , Doenças do Sistema Nervoso , Fatores de Risco , Adulto Jovem
10.
Blood Coagul Fibrinolysis ; 19(1): 48-54, 2008 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-18180615

RESUMO

Venous thromboembolism is a potentially lethal disease if not properly treated. Noninvasive strategies have become an attractive clinical option for effective diagnosis. There has been controversy, however, regarding the use of standard clinical rules in a primary care setting. The objective of the present study was to validate a noninvasive diagnostic strategy in an emergency unit giving assistance to patients with primary and secondary care needs. A total of 291 outpatients (primary and secondary care needs) with suspected venous thromboembolism attending the emergency unit of a general hospital from August 2002 to 2004 were retrospectively evaluated. The diagnostic strategy included assessment of risk for venous thromboembolism and a rapid quantitative enzyme-linked immunosorbent assay D-dimer test. Venous thromboembolism was ruled out in patients with a low-probability or intermediate-probability risk (or an unlikely diagnosis) and a negative D-dimer. The prevalence of venous thromboembolism was 8.2%. Patients with an unlikely diagnosis comprised 93.8% of the evaluations for deep venous thrombosis, and those with a low probability for pulmonary embolism comprised 81.4%. Proportions of patients with venous thromboembolic events observed were 7.2% in patients with an unlikely diagnosis of deep venous thrombosis and 3.0% in those with low probability for pulmonary embolism. The percentage of patients with a thrombotic event excluded using this strategy was 37% (positive predictive value 13%, negative predictive value 100%). In conclusion, this noninvasive clinical strategy is safe for ruling out venous thromboembolism, and excludes the need for imaging tests in about one-third of the patients in the population studied.


Assuntos
Produtos de Degradação da Fibrina e do Fibrinogênio/análise , Tromboembolia Venosa/diagnóstico , Adulto , Idoso , Idoso de 80 Anos ou mais , Biomarcadores/sangue , Serviço Hospitalar de Emergência , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Atenção Primária à Saúde , Estudos Retrospectivos , Tromboembolia Venosa/sangue
11.
Rev. bras. hematol. hemoter ; 21(2): 55-59, maio-jun. 1999. ilus, tab
Artigo em Inglês | LILACS | ID: lil-310378

RESUMO

O vírus da imunodeficiência humana do tipo 1 estabelece uma infecçäo presistente que na maioria dos casos evolui para a Síndrome de Imunodeficiência humana do tipo 1 tem sido geneticamente classificado em maior ou em outros grupos. Ogrupo maior é subdivido em nove subtipos baseados em evidências seqüênciais. A infecçäo pelo vírus da imunodeficiência humana do tipo 1 foi transmitida aos hemofílicos principalmente pelos concentrados de coagulaçäo no final da década de 70 e meados da de 80 e a síndrome da imunodeficiência adquirida tornou-se a principal causa de morbidade e morte entre estes pacientes. O Objetivo deste estudo foi o de determinar os subtipos do vírus da imunodeficiência humana em oito pacientes soropositivos com moléstias hemorrágicas de Belo Horizonte, Brasil, utilizando o ensaio de mobilidade heteroduplex, um método näo seqüêncial, que tem a propriedade de separar os portadores do vírus. Realizamos a reaçäo da cadeia de polimerase seguida pelo ensaio de mobilidade heteroduplex e obtivemos em todos os oito pacientes a confirmaçäo que os mesmos pertenciam ao subtipo B do vírus da imunodeficiência humana que é a mais prevalente nos Estados Unidos, Europa e Brasil. Os pacientes hemofílicos provavelmente foram infectados de concentrados provenientes da Europa, Estados Unidos, Säo Paulo e Rio de Janeiro (Brasil), utilizados em período anterior ao do conhecimento do vírus da imunodeficiência humana adquirida, e do uso de plasmas e concentrados näo testados, ou inativados, para o mesmo. O ensaio da mobilidade de heteroduplex e amplificaçäo do ácido desoxiribonucleico pela reaçäo de cadeia da polimerase provaram ser um modo rápido de subtipar o vírus da imunodeficiência humana adquirida em indivíduos infectados por transfusäo. O teste pode ser útil como rastreamento e detecçäo da origem e procedência do vírus da imunodeficiência adquirida.


Assuntos
Humanos , Masculino , Adolescente , Adulto , Pessoa de Meia-Idade , Síndrome da Imunodeficiência Adquirida , HIV-1 , Técnicas In Vitro , Reação em Cadeia da Polimerase , Ácidos Nucleicos Heteroduplexes
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