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3.
Front Public Health ; 10: 900077, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35719644

RESUMO

Arboviruses are a group of diseases that are transmitted by an arthropod vector. Since they are part of the Neglected Tropical Diseases that pose several public health challenges for countries around the world. The arboviruses' dynamics are governed by a combination of climatic, environmental, and human mobility factors. Arboviruses prediction models can be a support tool for decision-making by public health agents. In this study, we propose a systematic literature review to identify arboviruses prediction models, as well as models for their transmitter vector dynamics. To carry out this review, we searched reputable scientific bases such as IEE Xplore, PubMed, Science Direct, Springer Link, and Scopus. We search for studies published between the years 2015 and 2020, using a search string. A total of 429 articles were returned, however, after filtering by exclusion and inclusion criteria, 139 were included. Through this systematic review, it was possible to identify the challenges present in the construction of arboviruses prediction models, as well as the existing gap in the construction of spatiotemporal models.


Assuntos
Infecções por Arbovirus/virologia , Arbovírus/classificação , Vetores Artrópodes/classificação , Aprendizado de Máquina , Doenças Negligenciadas/virologia , Saúde Pública/métodos , Animais , Infecções por Arbovirus/epidemiologia , Infecções por Arbovirus/transmissão , Arbovírus/patogenicidade , Arbovírus/fisiologia , Vetores Artrópodes/virologia , Humanos , Aprendizado de Máquina/normas , Aprendizado de Máquina/tendências , Modelos Estatísticos , Doenças Negligenciadas/epidemiologia , Saúde Pública/tendências
4.
Science ; 376(6597): 1032-1033, 2022 06 03.
Artigo em Inglês | MEDLINE | ID: mdl-35653477
5.
PLoS Negl Trop Dis ; 16(1): e0010061, 2022 01.
Artigo em Inglês | MEDLINE | ID: mdl-35025860

RESUMO

BACKGROUND: Neglected tropical diseases (NTDs) primarily affect the poorest populations, often living in remote, rural areas, urban slums or conflict zones. Arboviruses are a significant NTD category spread by mosquitoes. Dengue, Chikungunya, and Zika are three arboviruses that affect a large proportion of the population in Latin and South America. The clinical diagnosis of these arboviral diseases is a difficult task due to the concurrent circulation of several arboviruses which present similar symptoms, inaccurate serologic tests resulting from cross-reaction and co-infection with other arboviruses. OBJECTIVE: The goal of this paper is to present evidence on the state of the art of studies investigating the automatic classification of arboviral diseases to support clinical diagnosis based on Machine Learning (ML) and Deep Learning (DL) models. METHOD: We carried out a Systematic Literature Review (SLR) in which Google Scholar was searched to identify key papers on the topic. From an initial 963 records (956 from string-based search and seven from a single backward snowballing procedure), only 15 relevant papers were identified. RESULTS: Results show that current research is focused on the binary classification of Dengue, primarily using tree-based ML algorithms. Only one paper was identified using DL. Five papers presented solutions for multi-class problems, covering Dengue (and its variants) and Chikungunya. No papers were identified that investigated models to differentiate between Dengue, Chikungunya, and Zika. CONCLUSIONS: The use of an efficient clinical decision support system for arboviral diseases can improve the quality of the entire clinical process, thus increasing the accuracy of the diagnosis and the associated treatment. It should help physicians in their decision-making process and, consequently, improve the use of resources and the patient's quality of life.


Assuntos
Infecções por Arbovirus/diagnóstico , Febre de Chikungunya/diagnóstico , Sistemas de Apoio a Decisões Clínicas , Dengue/diagnóstico , Infecção por Zika virus/diagnóstico , Aedes/virologia , Animais , Infecções por Arbovirus/tratamento farmacológico , Infecções por Arbovirus/virologia , Febre de Chikungunya/tratamento farmacológico , Vírus Chikungunya , Aprendizado Profundo , Dengue/tratamento farmacológico , Vírus da Dengue , Humanos , Mosquitos Vetores/virologia , Doenças Negligenciadas/virologia , América do Sul , Zika virus , Infecção por Zika virus/tratamento farmacológico
6.
PLoS Negl Trop Dis ; 16(1): e0010069, 2022 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-35020717

RESUMO

Chikungunya fever is an acute febrile illness that is often associated with severe polyarthralgia in humans. The disease is caused by chikungunya virus (CHIKV), a mosquito-borne alphavirus. Since its reemergence in 2004, the virus has spread throughout the tropical world and several subtropical areas affecting millions of people to become a global public health issue. Given the significant disease burden, there is a need for medical countermeasures and several vaccine candidates are in clinical development. To characterize the global epidemiology of chikungunya and inform vaccine development, we undertook a systematic literature review in MEDLINE and additional public domain sources published up to June 13, 2020 and assessed epidemiological trends from 1999 to 2020. Observational studies addressing CHIKV epidemiology were included and studies not reporting primary data were excluded. Only descriptive analyses were conducted. Of 3,883 relevant sources identified, 371 were eligible for inclusion. 46% of the included studies were published after 2016. Ninety-seven outbreak reports from 45 countries and 50 seroprevalence studies from 31 countries were retrieved, including from Africa, Asia, Oceania, the Americas, and Europe. Several countries reported multiple outbreaks, but these were sporadic and unpredictable. Substantial gaps in epidemiological knowledge were identified, specifically granular data on disease incidence and age-specific infection rates. The retrieved studies revealed a diversity of methodologies and study designs, reflecting a lack of standardized procedures used to characterize this disease. Nevertheless, available epidemiological data emphasized the challenges to conduct vaccine efficacy trials due to disease unpredictability. A better understanding of chikungunya disease dynamics with appropriate granularity and better insights into the duration of long-term population immunity is critical to assist in the planning and success of vaccine development efforts pre and post licensure.


Assuntos
Febre de Chikungunya/epidemiologia , Febre de Chikungunya/prevenção & controle , Vírus Chikungunya/imunologia , Desenvolvimento de Vacinas , Aedes/virologia , Animais , Surtos de Doenças , Humanos , Mosquitos Vetores/virologia , Doenças Negligenciadas/epidemiologia , Doenças Negligenciadas/virologia , Estudos Soroepidemiológicos , Vacinas Virais/imunologia
7.
PLoS Negl Trop Dis ; 15(5): e0009190, 2021 05.
Artigo em Inglês | MEDLINE | ID: mdl-33956816

RESUMO

After the unexpected arrival of West Nile virus (WNV) in the United States in 1999, the mosquito-borne virus quickly spread throughout North America. Over the past 20 years, WNV has become endemic, with sporadic epizootics. Concerns about the economic impact of infection in horses lead to the licensure of an equine vaccine as early as 2005, but few advances regarding human vaccines or treatments have since been made. There is a high level of virus transmission in hot/humid, subtropical climates, and high morbidity that may disproportionately affect vulnerable populations including the homeless, elderly, and those with underlying health conditions. Although WNV continues to cause significant morbidity and mortality at great cost, funding and research have declined in recent years. These factors, combined with neglect by policy makers and amenability of control measures, indicate that WNV has become a neglected tropical disease.


Assuntos
Doenças Negligenciadas/epidemiologia , Doenças Negligenciadas/virologia , Febre do Nilo Ocidental/epidemiologia , Febre do Nilo Ocidental/transmissão , Animais , Pesquisa Biomédica/economia , Culicidae/virologia , Humanos , Espécies Introduzidas , Estados Unidos/epidemiologia , Vacinas Virais/imunologia , Vírus do Nilo Ocidental
8.
PLoS Negl Trop Dis ; 14(10): e0008761, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-33064742

RESUMO

BACKGROUND: HTLV-1 is a neglected sexually transmitted infection despite being the cause of disabling neurological disease HTLV-1-associated myelopathy/tropical spastic paraparesis (HAM/TSP). There is no treatment for this infection and public health policies are essential to reduce its transmission. However, there are no data to support adequate cost-effective analysis in this field. The aim of this study was to obtain health state utility values for individuals with HAM/TSP and HTLV-1 asymptomatic carriers (AC). The impact of both states on quality of life (QoL) is described and compared to other diseases. METHODS: A cross-sectional observational study of 141 individuals infected with HTLV-1 (79 with HAM/TSP and 62 AC) from three Brazilian states (Rio de Janeiro, São Paulo and Alagoas) and from the United Kingdom. Participants completed a validated general health questionnaire (EQ-5D, Euroqol) from which country specific health state utility values are generated. Clinical and epidemiological data were collated. PRINCIPAL FINDINGS: Health state utility value for HAM/TSP was 0.2991. QoL for 130 reported clinical conditions ranges from 0.35 to 0.847. 12% reported their quality of life as worse as death. Low QoL was associated with severity rather than duration of disease with a moderate inverse correlation between QoL and Osame's Motor Disability Score (-0.4933) Patients who are wheelchair dependent had lowest QoL whilst those still walking unaided had the highest. AC also reported impaired QoL (0.7121) compared to general population. CONCLUSION: HTLV-1 and its associated neurological disease has a marked impact on QoL. This study provides robust data to support the development of cost-utility analysis of interventions for HTLV-1.


Assuntos
Portador Sadio/psicologia , Infecções por HTLV-I/psicologia , Doenças Negligenciadas/psicologia , Paraparesia Espástica Tropical/psicologia , Qualidade de Vida , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Brasil/epidemiologia , Portador Sadio/epidemiologia , Portador Sadio/virologia , Estudos Transversais , Feminino , Infecções por HTLV-I/epidemiologia , Infecções por HTLV-I/virologia , Nível de Saúde , Vírus Linfotrópico T Tipo 1 Humano/genética , Vírus Linfotrópico T Tipo 1 Humano/fisiologia , Humanos , Masculino , Pessoa de Meia-Idade , Doenças Negligenciadas/epidemiologia , Doenças Negligenciadas/virologia , Paraparesia Espástica Tropical/epidemiologia , Paraparesia Espástica Tropical/virologia , Reino Unido/epidemiologia , Adulto Jovem
9.
Transbound Emerg Dis ; 67(1): 149-158, 2020 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-31433123

RESUMO

Malignant catarrhal fever (MCF) is a fatal lymphoproliferative disease that represents a serious problem in the deer-rearing industry. To better understand an MCF-like disease that has emerged in northern China since 2015, we investigated ten cases by documenting clinical and epidemiological data and analysing causative agents and histopathological changes. In addition, a retrospective screen for Macavirus DNA and a questionnaire-based survey were conducted. Epizootic MCF in Chinese sika deer herds has emerged with a low morbidity of 3.8% (95% CI: 2.5%-5.1%) and a high mortality of 93.2% (95% CI: 86.6%-99.9%). The disease course varied from 3 to 12 days. Aetiologically, OvHV-2 was predominant in the MCFV, accounting for most MCF cases (21/23). In contrast, only two CpHV-2 isolates were phylogenetically closely related to CpHV-2. Diarrhoea and nasal discharges were the most frequent manifestations, although clinical signs varied in some cases. Pathologically typical lesions of haemorrhage, necrosis and lymphoid cell infiltration were readily observed in a variety of organs. Vasculitis caused by vascular and perivascular lymphoid cell infiltration was common. The retrospective survey suggested a low positive rate (3/275) of MCFV DNA in peripheral blood lymphocytes (PBL). The questionnaire-based survey suggested the disease was neglected by local veterinarians, who did not acknowledge the risk of co-rearing deer with reservoir species. Collectively, the emerging epizootic MCF in Chinese sika deer herds remains neglected, emphasizing the urgency of initiating full-field diagnoses and control strategies.


Assuntos
Cervos/virologia , Gammaherpesvirinae/isolamento & purificação , Febre Catarral Maligna/epidemiologia , Doenças Negligenciadas/veterinária , Animais , China/epidemiologia , DNA Viral/análise , Feminino , Gammaherpesvirinae/genética , Linfócitos/virologia , Masculino , Febre Catarral Maligna/patologia , Febre Catarral Maligna/virologia , Doenças Negligenciadas/epidemiologia , Doenças Negligenciadas/patologia , Doenças Negligenciadas/virologia , Filogenia , Estudos Retrospectivos , Inquéritos e Questionários
10.
Viruses ; 11(10)2019 10 17.
Artigo em Inglês | MEDLINE | ID: mdl-31627415

RESUMO

Yellow fever virus (YFV) represents a re-emerging zoonotic pathogen, transmitted by mosquito vectors to humans from primate reservoirs. Sporadic outbreaks of YFV occur in endemic tropical regions, causing a viral hemorrhagic fever (VHF) associated with high mortality rates. Despite a highly effective vaccine, no antiviral treatments currently exist. Therefore, YFV represents a neglected tropical disease and is chronically understudied, with many aspects of YFV biology incompletely defined including host range, host-virus interactions and correlates of host immunity and pathogenicity. In this article, we review the current state of YFV research, focusing on the viral lifecycle, host responses to infection, species tropism and the success and associated limitations of the YFV-17D vaccine. In addition, we highlight the current lack of available treatments and use publicly available sequence and structural data to assess global patterns of YFV sequence diversity and identify potential drug targets. Finally, we discuss how technological advances, including real-time epidemiological monitoring of outbreaks using next-generation sequencing and CRISPR/Cas9 modification of vector species, could be utilized in future battles against this re-emerging pathogen which continues to cause devastating disease.


Assuntos
Interações Hospedeiro-Patógeno , Mosquitos Vetores/virologia , Primatas/virologia , Febre Amarela/prevenção & controle , Vírus da Febre Amarela/patogenicidade , Animais , Sistemas CRISPR-Cas , Surtos de Doenças/prevenção & controle , Humanos , Mosquitos Vetores/genética , Doenças Negligenciadas/prevenção & controle , Doenças Negligenciadas/virologia , Tropismo Viral , Febre Amarela/imunologia , Febre Amarela/transmissão , Vacina contra Febre Amarela/imunologia , Vírus da Febre Amarela/imunologia
12.
Am J Trop Med Hyg ; 101(3): 484-490, 2019 09.
Artigo em Inglês | MEDLINE | ID: mdl-31333155

RESUMO

The neglected tropical diseases Zika, Ebola, and Lassa fever (LF) have all been noted to cause some degree of hearing loss (HL). Hearing loss is a chronic disability that can lead to a variety of detrimental effects, including speech and language delays in children, decreased economic productivity in adults, and accelerated cognitive decline in older adults. The objective of this review is to summarize what is known regarding HL secondary to these viruses. Literature for this review was gathered using the PubMed database. Articles were excluded if there were no data of the respective viruses, postinfectious complications, or conditions related to survivorship. A total of 50 articles were included in this review. Fourteen articles discussing Zika virus and subsequent complications were included. Across these studies, 56 (21.2%) of 264 Zika-infected individuals were found to have HL. Twenty-one articles discussing Ebola virus and subsequent complications were included, with 190 (5.7%) of 3,350 Ebola survivors found to have HL. Fifteen additional articles discussing LF and subsequent complications were included. Of 926 individuals with LF, 79 (8.5%) were found to have HL. These results demonstrate a relationship between HL and infection. The true prevalence is likely underestimated, however, because of lack of standardization of reporting and measurement. Future studies of viral sequelae would benefit from including audiometric evaluation. This information is critical to understanding pathophysiology, preventing future cases of this disability, and improving quality of life after survival of infection.


Assuntos
Perda Auditiva/virologia , Doença pelo Vírus Ebola/complicações , Febre Lassa/complicações , Infecção por Zika virus/complicações , Humanos , Doenças Negligenciadas/complicações , Doenças Negligenciadas/virologia , Qualidade de Vida , Clima Tropical
14.
Vector Borne Zoonotic Dis ; 18(6): 311-316, 2018 06.
Artigo em Inglês | MEDLINE | ID: mdl-29672219

RESUMO

BACKGROUND: The burden and spread of chikungunya virus (CHIKV) are rapidly increasing worldwide, but the epidemiology in Mozambique is barely known. The aim of this study was to determine the seroepidemiology of CHIKV in central and northern Mozambique. METHODS: A cross-sectional study was conducted between March 2015 and May 2016 in eight health facilities situated in central and northern Mozambique to recruit 392 patients with undifferentiated febrile illness from outpatient clinics. Serum samples from each participant were screened using commercially available enzyme-linked immunosorbent assay for detection of anti-CHIK IgM and IgG antibodies. A subset of study samples (n = 37) was further tested by the plaque reduction neutralization assay (PRNT). RESULTS: The median age of participants was 23 years (IQR: 7-34), and 45.7% were female. The frequency of participants with seropositivity for IgM and IgG anti-CHIKV antibodies was 1.5% (6/392) and 28.6% (112/392), respectively. Patients with seropositivity for IgM anti-CHIKV were significantly younger. Frequency of patients with seropositivity for IgG anti-CHIKV increased with age. Frequency of patients with seropositivity for IgM anti-CHIKV was higher in Tete province, but most patients with seropositivity for IgG anti-CHIKV infection were from Cabo Delgado and Sofala provinces. CONCLUSIONS: Our data demonstrate serological evidence of CHIKV in central and northern Mozambique, expanding the limited evidence of the virus in the country. We recommend that CHIKV should be considered in the differential diagnosis of febrile illness throughout the country.


Assuntos
Febre de Chikungunya/epidemiologia , Instalações de Saúde , Adolescente , Adulto , Criança , Pré-Escolar , Estudos Transversais , Feminino , Humanos , Imunoglobulina G/sangue , Lactente , Masculino , Pessoa de Meia-Idade , Moçambique/epidemiologia , Doenças Negligenciadas/epidemiologia , Doenças Negligenciadas/virologia , Estudos Soroepidemiológicos , Adulto Jovem
15.
Infect Genet Evol ; 61: 189-196, 2018 07.
Artigo em Inglês | MEDLINE | ID: mdl-29578085

RESUMO

It is now well supported that 20% of human cancers have an infectious causation (i.e., oncogenic agents). Accumulating evidence suggests that aside from this direct role, other infectious agents may also indirectly affect cancer epidemiology through interactions with the oncogenic agents within the wider infection community. Here, we address this hypothesis via analysis of large-scale global data to identify associations between human cancer incidence and assemblages of neglected infectious agents. We focus on a gradient of three widely-distributed cancers with an infectious cause: bladder (~2% of recorded cancer cases are due to Shistosoma haematobium), liver (~60% consecutive to Hepatitis B and C infection) and stomach (Helicobacter pylori is associated with ~70% of cases). We analyzed countries in tropical and temperate regions separately, and controlled for many confounding social and economic variables. First, we found that particular assemblages of bacteria are associated with bladder cancer incidences. Second, we observed a specific and robust association between helminths and liver cancer incidences in both biomes. Third, we show that certain assemblages of viruses may facilitate stomach cancer in tropical area, while others protect against its development in temperate countries. Finally, we discuss the implications of our results in terms of cancer prevention and highlight the necessity to consider neglected diseases, especially in tropics, to adapt public health strategies against infectious diseases and cancer.


Assuntos
Doenças Endêmicas/estatística & dados numéricos , Interações Hospedeiro-Patógeno , Neoplasias , Animais , Mineração de Dados , Feminino , Infecções por Helicobacter , Hepatite B , Hepatite C , Humanos , Incidência , Doenças Negligenciadas/epidemiologia , Doenças Negligenciadas/microbiologia , Doenças Negligenciadas/parasitologia , Doenças Negligenciadas/virologia , Neoplasias/epidemiologia , Neoplasias/microbiologia , Neoplasias/parasitologia , Neoplasias/virologia , Saúde Pública , Esquistossomose Urinária
17.
Pathog Glob Health ; 111(6): 271-275, 2017 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-28829253

RESUMO

O'nyong nyong virus (ONNV), a mosquito-borne Alphavirus, is primarily transmitted through the bite of Anopheles funestus and Anopheles gambiae mosquitoes, which are also malaria parasite vectors in Africa. The virus, first isolated in Uganda in 1959, is endemic in sub-Saharan Africa and has caused several major outbreaks both in West and East Africa. ONNV fever, characterized by severe arthralgia, is similar to chikungunya fever, with the exception of cervical lymphadenitis, which is peculiar to the former. Prevention measures do not differ from those adopted against malaria parasite transmission. Effective vaccines and drugs are not available, but animal models suggest that vaccine candidates against CHIKV may also confer protection against ONNV.


Assuntos
Infecções por Alphavirus/epidemiologia , Doenças Negligenciadas/epidemiologia , Vírus O'nyong-nyong/isolamento & purificação , África/epidemiologia , Infecções por Alphavirus/patologia , Infecções por Alphavirus/virologia , Animais , Anopheles/virologia , Transmissão de Doença Infecciosa/prevenção & controle , Humanos , Controle de Mosquitos/métodos , Mosquitos Vetores/virologia , Doenças Negligenciadas/patologia , Doenças Negligenciadas/virologia
20.
Microbes Infect ; 19(7-8): 388-401, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28552411

RESUMO

At least 75 arboviruses have been identified from Australia. Most have a zoonotic transmission cycle, maintained in the environment by cycling between arthropod vectors and susceptible mammalian or avian hosts. The primary arboviruses that cause human disease in Australia are Ross River, Barmah Forest, Murray Valley encephalitis, Kunjin and dengue. Several other arboviruses are associated with human disease but little is known about their clinical course and diagnostic testing is not routinely available. Given the significant prevalence of undifferentiated febrile illness in Australia, investigation of the potential threat to public health presented by these viruses is required.


Assuntos
Infecções por Arbovirus/epidemiologia , Infecções por Arbovirus/veterinária , Arbovírus/isolamento & purificação , Doenças Negligenciadas/epidemiologia , Doenças Negligenciadas/veterinária , Zoonoses/epidemiologia , Zoonoses/virologia , Animais , Infecções por Arbovirus/virologia , Austrália/epidemiologia , Humanos , Doenças Negligenciadas/virologia
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