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1.
Emerg Infect Dis ; 30(3): 519-529, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38407230

RESUMO

Infectious disease outbreaks are associated with substantial stigma, which can have negative effects on affected persons and communities and on outbreak control. Thus, measuring stigma in a standardized and validated manner early in an outbreak is critical to disease control. We reviewed existing scales used to assess stigma during outbreaks. Our findings show that many different scales have been developed, but few have been used more than once, have been adequately validated, or have been tested in different disease and geographic contexts. We found that scales were usually developed too slowly to be informative early during an outbreak and were published a median of 2 years after the first case of an outbreak. A rigorously developed, transferable stigma scale is needed to assess and direct responses to stigma during infectious disease outbreaks.


Assuntos
Doenças Transmissíveis , Surtos de Doenças , Estigma Social , Humanos , Doenças Transmissíveis/epidemiologia , Inquéritos e Questionários
2.
Clin Infect Dis ; 70(4): 696-697, 2020 02 03.
Artigo em Inglês | MEDLINE | ID: mdl-31406989

RESUMO

The Ebola virus disease outbreak in west Africa has prompted significant progress in responding to the clinical needs of patients affected by emerging infectious disease outbreaks. Among the noteworthy successes of vaccine trials, and the commendable efforts to implement clinical treatment trials during Ebola outbreaks, we should also focus on strengthening the collection and curation of epidemiological and observational data that can improve the conception and design of clinical research.


Assuntos
Epidemias , Doença pelo Vírus Ebola , África Ocidental/epidemiologia , Surtos de Doenças/prevenção & controle , Doença pelo Vírus Ebola/epidemiologia , Doença pelo Vírus Ebola/prevenção & controle , Humanos
3.
BMC Med ; 18(1): 265, 2020 08 21.
Artigo em Inglês | MEDLINE | ID: mdl-32825816

RESUMO

BACKGROUND: New emerging infections have no known treatment. Assessing potential drugs for safety and efficacy enables clinicians to make evidence-based treatment decisions and contributes to overall outbreak control. However, it is difficult to launch clinical trials in the unpredictable environment of an outbreak. We conducted a bibliometric systematic review for the 2009 influenza pandemic to determine the speed and quality of evidence generation for treatments. This informs approaches to high-quality evidence generation in this and future pandemics. METHODS: We searched PubMed for all clinical data (including clinical trial, observational and case series) describing treatment for patients with influenza A(H1N1)pdm09 and ClinicalTrials.gov for research that aimed to enrol patients with the disease. RESULTS: Thirty-three thousand eight hundred sixty-nine treatment courses for patients hospitalised with A(H1N1)pdm09 were detailed in 160 publications. Most were retrospective observational studies or case series. Five hundred ninety-two patients received treatment (or placebo) as participants in a registered interventional clinical trial with results publicly available. None of these registered trial results was available during the timeframe of the pandemic, and the median date of publication was 213 days after the Public Health Emergency of International Concern ended. CONCLUSION: Patients were frequently treated for pandemic influenza with drugs not registered for this indication, but rarely under circumstances of high-quality data capture. The result was a reliance on use under compassionate circumstances, resulting in continued uncertainty regarding the potential benefits and harms of anti-viral treatment. Rapid scaling of clinical trials is critical for generating a quality evidence base during pandemics.


Assuntos
Antivirais/uso terapêutico , Ensaios de Uso Compassivo , Prescrição Inadequada/prevenção & controle , Vírus da Influenza A Subtipo H1N1 , Influenza Humana/tratamento farmacológico , Uso Off-Label , Betacoronavirus , Bibliometria , COVID-19 , Infecções por Coronavirus/tratamento farmacológico , Infecções por Coronavirus/epidemiologia , Análise Custo-Benefício , Saúde Global , Humanos , Influenza Humana/epidemiologia , Pandemias , Pneumonia Viral/tratamento farmacológico , Pneumonia Viral/epidemiologia , Projetos de Pesquisa , SARS-CoV-2 , Resultado do Tratamento
4.
Med J Aust ; 213(3): 126-133, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32656798

RESUMO

INTRODUCTION: The global pandemic of coronavirus disease 2019 (COVID-19) has caused significant worldwide disruption. Although Australia and New Zealand have not been affected as much as some other countries, resuscitation may still pose a risk to health care workers and necessitates a change to our traditional approach. This consensus statement for adult cardiac arrest in the setting of COVID-19 has been produced by the Australasian College for Emergency Medicine (ACEM) and aligns with national and international recommendations. MAIN RECOMMENDATIONS: In a setting of low community transmission, most cardiac arrests are not due to COVID-19. Early defibrillation saves lives and is not considered an aerosol generating procedure. Compression-only cardiopulmonary resuscitation is thought to be a low risk procedure and can be safely initiated with the patient's mouth and nose covered. All other resuscitative procedures are considered aerosol generating and require the use of airborne personal protective equipment (PPE). It is important to balance the appropriateness of resuscitation against the risk of infection. Methods to reduce nosocomial transmission of COVID-19 include a physical barrier such as a towel or mask over the patient's mouth and nose, appropriate use of PPE, minimising the staff involved in resuscitation, and use of mechanical chest compression devices when available. If COVID-19 significantly affects hospital resource availability, the ethics of resource allocation must be considered. CHANGES IN MANAGEMENT: The changes outlined in this document require a significant adaptation for many doctors, nurses and paramedics. It is critically important that all health care workers have regular PPE and advanced life support training, are able to access in situ simulation sessions, and receive extensive debriefing after actual resuscitations. This will ensure safe, timely and effective management of the patients with cardiac arrest in the COVID-19 era.


Assuntos
Reanimação Cardiopulmonar/métodos , Infecções por Coronavirus/epidemiologia , Serviço Hospitalar de Emergência/organização & administração , Parada Cardíaca/terapia , Pandemias , Pneumonia Viral/epidemiologia , Adulto , Algoritmos , Austrália/epidemiologia , Betacoronavirus , COVID-19 , Reanimação Cardiopulmonar/normas , Infecções por Coronavirus/transmissão , Infecção Hospitalar/prevenção & controle , Humanos , Controle de Infecções/métodos , Controle de Infecções/normas , Transmissão de Doença Infecciosa do Paciente para o Profissional/prevenção & controle , Nova Zelândia/epidemiologia , Equipamento de Proteção Individual , Pneumonia Viral/transmissão , SARS-CoV-2
5.
Emerg Infect Dis ; 25(11): 2084-2087, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31625845

RESUMO

We describe a pilot of the Clinical REsearch During Outbreaks (CREDO) initiative, a training curriculum for researchers in epidemic-prone low- and middle-income countries who may respond to disease outbreaks. Participants reported improved confidence in their ability to conduct such research and overall satisfaction with the course structure, content, and training.


Assuntos
Pesquisa Biomédica/educação , Surtos de Doenças , Educação , Renda , Currículo , Países em Desenvolvimento , Surtos de Doenças/prevenção & controle , Projetos de Pesquisa Epidemiológica , Implementação de Plano de Saúde , Humanos , Projetos Piloto
6.
BMC Med ; 17(1): 170, 2019 09 06.
Artigo em Inglês | MEDLINE | ID: mdl-31488138

RESUMO

BACKGROUND: The epidemiology of CNS infections in Europe is dynamic, requiring that clinicians have access to up-to-date clinical management guidelines (CMGs) to aid identification of emerging infections and for improving quality and a degree of standardisation in diagnostic and clinical management practices. This paper presents a systematic review of CMGs for community-acquired CNS infections in Europe. METHODS: A systematic review. Databases were searched from October 2004 to January 2019, supplemented by an electronic survey distributed to 115 clinicians in 33 European countries through the CLIN-Net clinical network of the COMBACTE-Net Innovative Medicines Initiative. Two reviewers screened records for inclusion, extracted data and assessed the quality using the AGREE II tool. RESULTS: Twenty-six CMGs were identified, 14 addressing bacterial, ten viral and two both bacterial and viral CNS infections. Ten CMGs were rated high quality, 12 medium and four low. Variations were identified in the definition of clinical case definitions, risk groups, recommendations for differential diagnostics and antimicrobial therapy, particularly for paediatric and elderly populations. CONCLUSION: We identified variations in the quality and recommendations of CMGs for community-acquired CNS infections in use across Europe. A harmonised European "framework-CMG" with adaptation to local epidemiology and risks may improve access to up-to-date CMGs and the early identification and management of (re-)emerging CNS infections with epidemic potential.


Assuntos
Infecções do Sistema Nervoso Central/terapia , Infecções Comunitárias Adquiridas/terapia , Guias de Prática Clínica como Assunto , Adulto , Idoso , Antibacterianos/uso terapêutico , Pré-Escolar , Europa (Continente) , Feminino , Humanos , Masculino , Inquéritos e Questionários
9.
BMC Med ; 16(1): 43, 2018 03 19.
Artigo em Inglês | MEDLINE | ID: mdl-29551092

RESUMO

BACKGROUND: Refugees may have an increased vulnerability to infectious diseases, and the consequences of an outbreak are more severe in a refugee camp. When an outbreak is suspected, access to clinical information is critical for investigators to verify that an outbreak is occurring, to determine the cause and to select interventions to control it. Experience from previous outbreaks suggests that the accuracy and completeness of this information is poor. This study is the first to assess the adequacy of clinical characterisation of acute medical illnesses in refugee camps. The objective is to direct improvements in outbreak identification and management in this vulnerable setting. METHODS: We collected prospective data in 13 refugee camps in Greece. We passively observed consultations where patients presented with syndromes that might warrant inclusion into an existing syndromic surveillance system and then undertook a structured assessment of routine clinical data collection to examine the extent to which key clinical parameters required for an outbreak response were ascertained and then documented. RESULTS: A total of 528 patient consultations were included. The most common presenting condition was an acute respiratory illness. Clinicians often made a comprehensive clinical assessment, especially for common syndromes of respiratory and gastrointestinal conditions, but documented their findings less frequently. For fewer than 5% of patients were a full set of vital signs ascertained and so the severity of patient illnesses was largely unknown. In only 11% of consultations was it verified that a patient who met the case criteria for syndromic surveillance reporting based on an independent assessment was reported into the system. DISCUSSION: Opportunities exist to strengthen clinical data capture and recording in refugee camps, which will produce a better calibrated and directed public health response. CONCLUSION: Information of significant utility for outbreak response is collected at the clinical interface and we recommend improving how this information is recorded and linked into surveillance systems.


Assuntos
Doenças Transmissíveis/etiologia , Campos de Refugiados/normas , Refugiados/psicologia , Adolescente , Adulto , Idoso , Criança , Pré-Escolar , Doenças Transmissíveis/epidemiologia , Surtos de Doenças , Grécia , Humanos , Lactente , Recém-Nascido , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Adulto Jovem
10.
Ann Intern Med ; 166(10): 725-732, 2017 May 16.
Artigo em Inglês | MEDLINE | ID: mdl-28319995

RESUMO

Zika virus (ZIKV) infection in pregnancy is associated with adverse fetal outcomes, such as microcephaly and other congenital malformations. No therapeutic options are available to pregnant women with ZIKV infection to prevent these effects. Drug trials in pregnancy raise several scientific, ethical, and logistic challenges, which are compounded further in ZIKV because of limited knowledge of the disease pathophysiology and a product development pipeline in its infancy. We evaluate the major challenges in choosing therapeutics to prevent congenital ZIKV disease and conducting clinical trials of these treatments, with a focus on preventing congenital central nervous system malformations. These challenges must be characterized and planned for now so that clinical trials can progress expediently and effectively in the future.


Assuntos
Antivirais/uso terapêutico , Ensaios Clínicos como Assunto , Complicações Infecciosas na Gravidez/virologia , Infecção por Zika virus/congênito , Infecção por Zika virus/prevenção & controle , Anticorpos/uso terapêutico , Antivirais/efeitos adversos , Antivirais/farmacocinética , Feminino , Humanos , Imunidade Celular/efeitos dos fármacos , Microcefalia/prevenção & controle , Microcefalia/virologia , Placenta/efeitos dos fármacos , Gravidez , Complicações Infecciosas na Gravidez/tratamento farmacológico , Complicações Infecciosas na Gravidez/metabolismo , Proteínas Proto-Oncogênicas/efeitos dos fármacos , Receptores Proteína Tirosina Quinases/efeitos dos fármacos , Teratogênicos , Replicação Viral/efeitos dos fármacos , Infecção por Zika virus/complicações , Receptor Tirosina Quinase Axl
13.
PLoS Med ; 13(4): e1001997, 2016 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-27093560

RESUMO

BACKGROUND: TKM-130803, a small interfering RNA lipid nanoparticle product, has been developed for the treatment of Ebola virus disease (EVD), but its efficacy and safety in humans has not been evaluated. METHODS AND FINDINGS: In this single-arm phase 2 trial, adults with laboratory-confirmed EVD received 0.3 mg/kg of TKM-130803 by intravenous infusion once daily for up to 7 d. On days when trial enrolment capacity was reached, patients were enrolled into a concurrent observational cohort. The primary outcome was survival to day 14 after admission, excluding patients who died within 48 h of admission. After 14 adults with EVD had received TKM-130803, the pre-specified futility boundary was reached, indicating a probability of survival to day 14 of ≤0.55, and enrolment was stopped. Pre-treatment geometric mean Ebola virus load in the 14 TKM-130803 recipients was 2.24 × 109 RNA copies/ml plasma (95% CI 7.52 × 108, 6.66 × 109). Two of the TKM-130803 recipients died within 48 h of admission and were therefore excluded from the primary outcome analysis. Of the remaining 12 TKM-130803 recipients, nine died and three survived. The probability that a TKM-130803 recipient who survived for 48 h will subsequently survive to day 14 was estimated to be 0.27 (95% CI 0.06, 0.58). TKM-130803 infusions were well tolerated, with 56 doses administered and only one possible infusion-related reaction observed. Three patients were enrolled in the observational cohort, of whom two died. CONCLUSIONS: Administration of TKM-130803 at a dose of 0.3 mg/kg/d by intravenous infusion to adult patients with severe EVD was not shown to improve survival when compared to historic controls. TRIAL REGISTRATION: Pan African Clinical Trials Registry PACTR201501000997429.


Assuntos
Antivirais/uso terapêutico , Ebolavirus/genética , Doença pelo Vírus Ebola/tratamento farmacológico , RNA Interferente Pequeno/uso terapêutico , RNA Viral/genética , Terapêutica com RNAi/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Ebolavirus/patogenicidade , Feminino , Doença pelo Vírus Ebola/diagnóstico , Doença pelo Vírus Ebola/genética , Doença pelo Vírus Ebola/mortalidade , Doença pelo Vírus Ebola/virologia , Interações Hospedeiro-Patógeno , Humanos , Infusões Intravenosas , Masculino , Pessoa de Meia-Idade , Nanopartículas , RNA Interferente Pequeno/administração & dosagem , RNA Viral/sangue , Terapêutica com RNAi/efeitos adversos , Serra Leoa , Análise de Sobrevida , Fatores de Tempo , Resultado do Tratamento , Carga Viral/efeitos dos fármacos , Carga Viral/genética , Adulto Jovem
14.
BMC Med ; 14(1): 212, 2016 Dec 19.
Artigo em Inglês | MEDLINE | ID: mdl-27989237

RESUMO

BACKGROUND: Emerging and epidemic infectious disease outbreaks are a significant public health problem and global health security threat. As an outbreak begins, epidemiological investigations and traditional public health responses are generally mounted very quickly. However, patient-centred research is usually not prioritised when planning and enacting the response. Instead, the clinical research response occurs subsequent to and separate from the public health response, and is inadequate for evidence-based decision-making at the bedside or in the offices of public health policymakers. DISCUSSION: The deficiencies of the clinical research response to severe acute respiratory syndrome, pandemic influenza, Middle East respiratory syndrome coronavirus and Ebola virus demonstrate that current research models do not adequately inform and improve the quality of clinical care or public health response. Three suggestions for improvements are made. First, integrate the data and sample collection needs for clinical and public health decision-making within a unified framework, combined with a risk-based, rather than a discipline-based, approach to ethical review and consent. Second, develop clinical study methods and tools that are specifically designed to meet the epidemiological and contextual challenges of emerging and epidemic infectious diseases. Third, invest in investigator-led clinical research networks that are primed and incentivised to respond to outbreak infections, and which can call on the support and resources of a central centre of excellence. CONCLUSIONS: It is crucial that the field of epidemic science matures to place patients at the heart of the response. This can only be achieved when patient-centred research is integrated in the outbreak response from day one and practical steps are taken to reduce the barriers to the generation of reliable and useful evidence.


Assuntos
Surtos de Doenças , Epidemias , Métodos Epidemiológicos , Doenças Transmissíveis/epidemiologia , Humanos , Pandemias , Saúde Pública/métodos
17.
PLoS Negl Trop Dis ; 18(6): e0012087, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38913721

RESUMO

BACKGROUND: Due to limited diagnostic capacity and availability of point-of-care tests, diagnosis of Clade I mpox in the geographical regions most affected is usually on clinical grounds. This may be complicated due to the similarity between mpox and varicella (chickenpox) lesions. Visual assessment of lesions is also used for determining clinical progress and to assess patient outcomes in clinical trials. However, there has been no investigation into whether clinicians can (i) identify Clade I mpox compared to other viral lesions (ii) differentiate between Clade I mpox lesion stages. METHODOLOGY/PRINCIPLE FINDINGS: The objective of this study was to evaluate inter-rater reliability and agreement between clinicians assessing lesions in patients with Clade I mpox. We presented experienced clinicians with 17 images of Clade I mpox or varicella and asked them to independently indicate the most likely diagnosis-mpox or varicella-and to categorise the lesions according to their stage. When selecting the most likely diagnosis, accuracy varied across all images, the inter-rater reliability was poor (κ = 0.223; z = 10.1) and agreement was moderate (Po = 68%). When categorising lesions according to their type, if a single lesion type was present in the image, inter-rater reliability was moderate (κ = 0.671, z = 40.6) and agreement was good (Po = 78%), but when multiple lesion types were shown in an image, both inter-rater reliability (κ = 0.153, z = 10.5) and agreement (Po = 29%) decreased substantially. CONCLUSIONS: This study demonstrates that there are presently limitations in using visual assessment to diagnose Clade I mpox and evaluate lesion stage and treatment outcomes, which have an impact on clinical practice, public health and clinical trials. More robust indicators and tools are required to inform clinical, public-health, and research priorities, but these must be implementable in countries affected by mpox.


Assuntos
Varicela , Humanos , Varicela/diagnóstico , Mpox/diagnóstico , Reprodutibilidade dos Testes
18.
PLoS One ; 19(5): e0278957, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38722986

RESUMO

BACKGROUND: Monkeypox is a viral zoonotic disease commonly reported in humans in parts of Central and West Africa. This protocol is for an Expanded Access Programme (EAP) to be implemented in the Central African Republic, where Clade I monkeypox virus diseases is primarily responsible for most monkeypox infections. The objective of the programme is to provide patients with confirmed monkeypox with access to tecovirimat, a novel antiviral targeting orthopoxviruses, and collect data on clinical and virological outcomes of patients to inform future research. METHODS: The study will be conducted at participating hospitals in the Central African Republic. All patients who provide informed consent to enrol in the programme will receive tecovirimat. Patients will remain in hospital for the duration of treatment. Data on clinical signs and symptoms will be collected every day while the patient is hospitalised. Blood, throat and lesion samples will be collected at baseline and then on days 4, 8, 14 and 28. Patient outcomes will be assessed on Day 14 -end of treatment-and at Day 28. Adverse event and serious adverse event data will be collected from the point of consent until Day 28. DISCUSSION: This EAP is the first protocolised treatment programme in Clade I MPXV. The data generated under this protocol aims to describe the use of tecovirimat for Clade I disease in a monkeypox endemic region of Central Africa. It is hoped that this data can inform the definition of outcome measures used in future research and contribute to the academic literature around the use of tecovirimat for the treatment of monkeypox. The EAP also aims to bolster research capacity in the region in order for robust randomised controlled trials to take place for monkeypox and other diseases. TRIAL REGISTRATION: {2a & 2b}: ISRCTN43307947.


Assuntos
Antivirais , Mpox , Humanos , Mpox/tratamento farmacológico , Antivirais/uso terapêutico , Monkeypox virus/efeitos dos fármacos , Benzamidas/uso terapêutico , Masculino , Adulto , Feminino , Isoindóis/uso terapêutico , Adolescente , Resultado do Tratamento , Alanina/análogos & derivados , Alanina/uso terapêutico , Ftalimidas
19.
Heliyon ; 10(10): e29591, 2024 May 30.
Artigo em Inglês | MEDLINE | ID: mdl-38779000

RESUMO

Background: COVID-19 is primarily known as a respiratory illness; however, many patients present to hospital without respiratory symptoms. The association between non-respiratory presentations of COVID-19 and outcomes remains unclear. We investigated risk factors and clinical outcomes in patients with no respiratory symptoms (NRS) and respiratory symptoms (RS) at hospital admission. Methods: This study describes clinical features, physiological parameters, and outcomes of hospitalised COVID-19 patients, stratified by the presence or absence of respiratory symptoms at hospital admission. RS patients had one or more of: cough, shortness of breath, sore throat, runny nose or wheezing; while NRS patients did not. Results: Of 178,640 patients in the study, 86.4 % presented with RS, while 13.6 % had NRS. NRS patients were older (median age: NRS: 74 vs RS: 65) and less likely to be admitted to the ICU (NRS: 36.7 % vs RS: 37.5 %). NRS patients had a higher crude in-hospital case-fatality ratio (NRS 41.1 % vs. RS 32.0 %), but a lower risk of death after adjusting for confounders (HR 0.88 [0.83-0.93]). Conclusion: Approximately one in seven COVID-19 patients presented at hospital admission without respiratory symptoms. These patients were older, had lower ICU admission rates, and had a lower risk of in-hospital mortality after adjusting for confounders.

20.
Clin Microbiol Infect ; 29(2): 171-181, 2023 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-36162724

RESUMO

BACKGROUND: Ebola virus disease (EVD) is a dangerous condition that can cause an epidemic. Several rapid diagnostic tests (RDTs) have been developed to diagnose EVD. These RDTs promise to be quicker and easier to use than the current reference standard diagnostic test, PCR. OBJECTIVES: To assess the diagnostic accuracy of RDTs for EVD. METHODS: A systematic review of diagnostic accuracy studies. DATA SOURCES: The following bibliographic databases were searched from inception to present: MEDLINE (Ovid), Embase, Global Health, Cochrane Central Register of Controlled Trials, WHO Global Index Medicus database, Web of Science, PROSPERO register of Systematic Reviews, and Clinical Trials.Gov. STUDY ELIGIBILITY CRITERIA: Diagnostic accuracy studies. PARTICIPANTS: Patients presenting to the Ebola treatment units with symptoms of EVD. INTERVENTIONS: RDTs; reference standard, RT-PCR. ASSESSMENT OF RISK OF BIAS: Quality Assessment of Diagnostic Accuracy Studies-2 tool. METHODS OF DATA SYNTHESIS: Summary estimates of diagnostic accuracy study were produced for each device type. Subgroup analyses were performed for RDT type and specimen material. A sensitivity analysis was performed to assess the effect of trial design and bias. RESULTS: We included 15 diagnostic accuracy studies. The summary estimate of sensitivity for lateral flow assays was 86.1% (95% CI, 86-86.2%), with specificity of 97% (95% CI, 96.1-97.9%). The summary estimate for rapid PCR devices was sensitivity of 96.2% (95% CI, 95.3-97.9%), with a specificity of 96.8% (95% CI, 95.3-97.9%). Pre-specified subgroup analyses demonstrated that RDTs were effective on a range of specimen material. Overall, the risk of bias throughout the included studies was low, but it was high in patient selection and uncertain in the flow and timing domains. CONCLUSIONS: RDTs possess both high sensitivity and specificity compared with RT-PCR among symptomatic patients presenting to the Ebola treatment units. Our findings support the use of RDTs as a 'rule in' test to expedite treatment and vaccination.


Assuntos
Doença pelo Vírus Ebola , Humanos , Doença pelo Vírus Ebola/diagnóstico , Doença pelo Vírus Ebola/epidemiologia , Reação em Cadeia da Polimerase , Testes de Diagnóstico Rápido , Sensibilidade e Especificidade
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