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1.
Science ; 353(6300): 658, 2016 Aug 12.
Article in English | MEDLINE | ID: mdl-27516592

ABSTRACT

Hoenen et al (Reports, 3 April 2015, p. 117; published online 26 March) suggested that the Ebola virus Makona responsible for the West African epidemic evolved more slowly than previously reported. We show that this was based on corrupted data. An erratum provided a rate compatible with the initial and later, more precise, estimates but did not correctly state the nature of the error.


Subject(s)
Ebolavirus/genetics , Hemorrhagic Fever, Ebola/epidemiology , Genotype , Humans , Mali/epidemiology , Mutation Rate
2.
Int J Infect Dis ; 51: 128-132, 2016 Oct.
Article in English | MEDLINE | ID: mdl-27664930

ABSTRACT

OBJECTIVES: The recent emergence of Zika in Brazil and its association with an increased rate of congenital malformations has raised concerns over its impact on the birth rate in the country. Using data on the incidence of Zika in 2015-2016 and dengue in 2013 and 2015-2016 for the city of Rio de Janeiro (population 6.4 million), a massive increase of Zika in women compared to men was documented. METHODS: The age-adjusted incidence was compared between men and women. A negative binomial Poisson generalized linear model was fitted to the Zika incidence data to determine the significance of sexual transmission statistically. RESULTS: Even after correcting for the bias due to the systematic testing of pregnant women for Zika, there were found to be 90% more registered cases per 100000 women than men in the sexually active age group (15-65 years); this was not the case for age groups <15 years and >65 years. Assuming that infected men transmit the disease to women in their semen, but that the converse is not true, some extra incidence in women is to be expected. An alternate hypothesis would be that women visit doctors more often than men. To test this, the incidence of dengue fever was compared in men and women in 2015 and in 2013 (before Zika reached Rio de Janeiro): in both years, women were 30% more likely to be reported with dengue. CONCLUSION: Women in the sexually active age group are far more likely to get Zika than men (+90% increase); sexual transmission is the most probable cause. Women in the 15-65 years age group are also 30% more likely to be reported with dengue than men, which is probably due to women being more careful with their health.


Subject(s)
Sexually Transmitted Diseases, Viral/epidemiology , Zika Virus Infection/epidemiology , Zika Virus/isolation & purification , Adolescent , Adult , Aged , Brazil/epidemiology , Female , Humans , Incidence , Male , Middle Aged , Pregnancy , Sex Factors , Sexually Transmitted Diseases, Viral/transmission , Sexually Transmitted Diseases, Viral/virology , Young Adult , Zika Virus/physiology , Zika Virus Infection/transmission , Zika Virus Infection/virology
3.
Sci Rep ; 5: 18455, 2015 Dec 17.
Article in English | MEDLINE | ID: mdl-26675824

ABSTRACT

Quantifying the attack ratio of disease is key to epidemiological inference and public health planning. For multi-serotype pathogens, however, different levels of serotype-specific immunity make it difficult to assess the population at risk. In this paper we propose a Bayesian method for estimation of the attack ratio of an epidemic and the initial fraction of susceptibles using aggregated incidence data. We derive the probability distribution of the effective reproductive number, Rt, and use MCMC to obtain posterior distributions of the parameters of a single-strain SIR transmission model with time-varying force of infection. Our method is showcased in a data set consisting of 18 years of dengue incidence in the city of Rio de Janeiro, Brazil. We demonstrate that it is possible to learn about the initial fraction of susceptibles and the attack ratio even in the absence of serotype specific data. On the other hand, the information provided by this approach is limited, stressing the need for detailed serological surveys to characterise the distribution of serotype-specific immunity in the population.


Subject(s)
Bayes Theorem , Data Collection/statistics & numerical data , Dengue Virus/growth & development , Dengue/epidemiology , Epidemics , Algorithms , Brazil/epidemiology , Computer Simulation , Data Collection/methods , Dengue/transmission , Dengue/virology , Dengue Virus/classification , Dengue Virus/physiology , Humans , Incidence , Models, Theoretical , Population Density , Serotyping , Time Factors
4.
PLoS One ; 9(6): e98519, 2014.
Article in English | MEDLINE | ID: mdl-24897118

ABSTRACT

The Asian/American (AS/AM) genotype of dengue virus type 2 (DENV-2) has been evolving in the Americas over the last 30 years, leading to several waves of dengue epidemics and to the emergence of different viral lineages in the region. In this study, we investigate the spatiotemporal dissemination pattern of the DENV-2 lineages at a regional level. We applied phylogenetic and phylogeographic analytical methods to a comprehensive data set of 582 DENV-2 E gene sequences of the AS/AM genotype isolated from 29 different American countries over a period of 30 years (1983 to 2012). Our study reveals that genetic diversity of DENV-2 AS/AM genotype circulating in the Americas mainly resulted from one single founder event and can be organized in at least four major lineages (I to IV), which emerged in the Caribbean region at the early 1980s and then spread and die out with different dynamics. Lineages I and II dominate the epidemics in the Caribbean region during the 1980s and early 1990 s, lineage III becomes the prevalent DENV-2 one in the Caribbean and South America during the 1990 s, whereas lineage IV dominates the epidemics in South and Central America during the 2000s. Suriname and Guyana seem to represent important entry points for DENV-2 from the Lesser Antilles to South America, whereas Venezuela, Brazil and Nicaragua were pointed as the main secondary hubs of dissemination to other mainland countries. Our study also indicates that DENV-2 AS/AM genotype was disseminated within South America following two main routes. The first route hits Venezuela and the western side of the Andes, while the second route mainly hits Brazil and the eastern side of the Andes. The phenomenon of DENV-2 lineage replacement across successive epidemic outbreaks was a common characteristic in all American countries, although the timing of lineage replacements greatly vary across locations.


Subject(s)
Asian/genetics , Dengue Virus/genetics , Dengue/virology , Genetic Variation , Americas , Databases, Genetic , Genotype , Humans , Molecular Epidemiology , Phylogeography
5.
Trans R Soc Trop Med Hyg ; 107(5): 324-7, 2013 May.
Article in English | MEDLINE | ID: mdl-23442573

ABSTRACT

BACKGROUND: Yellow fever is an acute, frequently fatal, febrile arbovirosis that in Brazil occurs only in the sylvatic form. Sylvatic yellow fever (SYF) appears in sporadic outbreaks over a large area of Brazil. In this paper, we analyze the demographic profile of 831 SYF cases that occurred between 1973 and 2008, to determine which segments of the exposed population are at greater risk. METHODS: Data were statistically analyzed and were also geo-referenced in order to observe their spatial pattern. The basic reproductive number of infections, R0, was estimated by the ratio between average life expectancy and the average age of the cases. RESULTS: SYF cases showed a modal profile of young male adults, approximately 30 years of age, living in rural areas of the states of Pará, Goiás, Maranhão and Minas Gerais, who were unvaccinated or whose vaccination was out of date. The disease showed a high mortality rate (51%, 421/831) among the notified cases, with death occurring on around the seventh day of illness for most patients. The R0 for SYF was estimated at approximately 2.4. CONCLUSION: The results of this study suggest that lack of vaccination coverage is a major risk factor for SYF, and that the groups most at risk are migrant laborers, farm workers and tourists.


Subject(s)
Demography , Yellow Fever/epidemiology , Yellow Fever/prevention & control , Yellow Fever/transmission , Acute Disease , Adolescent , Adult , Brazil/epidemiology , Female , Humans , Male , Periodicity , Risk Factors , Yellow Fever/mortality , Yellow Fever Vaccine , Young Adult
6.
Infect Genet Evol ; 13: 76-88, 2013 Jan.
Article in English | MEDLINE | ID: mdl-22985683

ABSTRACT

Foot-and-mouth disease virus (FMDV) is the causative agent of the most important disease of domestic cattle, foot-and-mouth disease. In Ecuador, FMDV is maintained at an endemic state, with sporadic outbreaks. To unravel the tempo and mode of FMDV spread within the country we conducted a Bayesian phylogeographic analysis using a continuous time Markov chain (CTMC) to model the diffusion of FMDV between Ecuadorian provinces. We implement this framework through Markov chain Monte Carlo available in the BEAST package to study 90 FMDV serotype O isolates from 17 provinces in the period 2002-2010. The Bayesian approach also allowed us to test hypotheses on the mechanisms of viral spread by incorporating environmental and epidemiological data in our prior distributions and perform Bayesian model selection. Our analyses suggest an intense flow of viral strains throughout the country that is possibly coupled to animal movements and ecological factors, since most of inferred viral spread routes were in Coast and Highland regions. Moreover, our results suggest that both short- and long-range spread occur within Ecuador. The province of Esmeraldas, in the border with Colombia and where most animal commerce is done, was found to be the most probable origin of the circulating strains, pointing to a transboundary behavior of FMDV in South America. These findings suggest that uncontrolled animal movements can create a favorable environment for FMDV maintenance and pose a serious threat to control programmes. Also, we show that phylogeographic modeling can be a powerful tool in unraveling the spatial dynamics of viruses and potentially in controlling the spread of these pathogens.


Subject(s)
Foot-and-Mouth Disease Virus/classification , Foot-and-Mouth Disease Virus/genetics , Animals , Bayes Theorem , Cattle , Ecuador , Foot-and-Mouth Disease/epidemiology , Foot-and-Mouth Disease/virology , Geography , Phylogeny , Phylogeography
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