From Re-Emergence to Hyperendemicity: The Natural History of the Dengue Epidemic in Brazil
Publication Date
January 04, 2011
Journal
PLOS Neglected Tropical Diseases
Authors
Isabel Rodriguez Barraquer, Marli T. Cordeiro, Cynthia Braga, Wayner V. De Souza, et al
Volume
5
Issue
1
Pages
e935
DOI
https://dx.plos.org/10.1371/journal.pntd.0000935
Publisher URL
http://journals.plos.org/plosntds/article?id=10.1371%2Fjournal.pntd.0000935
PubMed
http://www.ncbi.nlm.nih.gov/pubmed/21245922
PubMed Central
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3014978
Europe PMC
http://europepmc.org/abstract/MED/21245922
Web of Science
000286596000013
Scopus
79851494103
Mendeley
http://www.mendeley.com/research/reemergence-hyperendemicity-natural-history-dengue-epidemic-brazil
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Mendeley | Further Information

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CrossRef

Scopus | Further Information

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  • {"files"=>["https://ndownloader.figshare.com/files/808432"], "description"=>"<p>Age distribution of hospitalized dengue cases in Pernambuco, 2007 <a href=\"http://www.plosntds.org/article/info:doi/10.1371/journal.pntd.0000935#pntd.0000935-Ministerio1\" target=\"_blank\">[20]</a> (top). Age distribution of monotypically immune, 20 years after the introduction of dengue virus into a previously susceptible population, as predicted by the model (bottom). λ (DENV 1, 2 and 3)  = 0.05.</p>", "links"=>[], "tags"=>["hospitalized", "dengue", "cases", "2007", "resembles", "monotypically"], "article_id"=>478797, "categories"=>["Infectious Diseases", "Medicine"], "users"=>["Isabel Rodriguez-Barraquer", "Marli T. Cordeiro", "Cynthia Braga", "Wayner V. de Souza", "Ernesto T. Marques", "Derek A. T. Cummings"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0000935.g004", "stats"=>{"downloads"=>1, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Age_distribution_of_hospitalized_dengue_cases_in_Brazil_2007_resembles_expected_age_distribution_of_monotypically_immune_/478797", "title"=>"Age distribution of hospitalized dengue cases in Brazil, 2007 resembles expected age distribution of monotypically immune.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2011-01-04 02:26:37"}
  • {"files"=>["https://ndownloader.figshare.com/files/808339"], "description"=>"<p>Results of discrete-time simulation to show the accumulation of multitypic and monotypic immunity 10, 20, and 30 years after the introduction of dengue virus into a previously susceptible population, and at equilibrium. (DENV 1, 2 and 3)  = 0.05.</p>", "links"=>[], "tags"=>["simulation", "shows", "years", "multitypic", "immunity", "accumulates"], "article_id"=>478700, "categories"=>["Infectious Diseases", "Medicine"], "users"=>["Isabel Rodriguez-Barraquer", "Marli T. Cordeiro", "Cynthia Braga", "Wayner V. de Souza", "Ernesto T. Marques", "Derek A. T. Cummings"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0000935.g003", "stats"=>{"downloads"=>1, "page_views"=>5, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Discrete_time_simulation_shows_that_as_years_go_by_multitypic_immunity_accumulates_among_adults_/478700", "title"=>"Discrete time simulation shows that as years go by, multitypic immunity accumulates among adults.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2011-01-04 02:25:00"}
  • {"files"=>["https://ndownloader.figshare.com/files/808545"], "description"=>"<p>Estimated mean age of monotypically immune (top) and proportion of monotypically immune (DHF/DSS cases) that are children under 15 years (bottom) at several time points after the introduction of DENV into a previously susceptible population.</p>", "links"=>[], "tags"=>["changes", "monotypically"], "article_id"=>478914, "categories"=>["Infectious Diseases", "Medicine"], "users"=>["Isabel Rodriguez-Barraquer", "Marli T. Cordeiro", "Cynthia Braga", "Wayner V. de Souza", "Ernesto T. Marques", "Derek A. T. Cummings"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0000935.g005", "stats"=>{"downloads"=>1, "page_views"=>9, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Predicted_changes_in_the_age_distribution_of_monotypically_immune_DHF_DSS_over_time_/478914", "title"=>"Predicted changes in the age distribution of monotypically immune (DHF/DSS) over time.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2011-01-04 02:28:34"}
  • {"files"=>["https://ndownloader.figshare.com/files/403459"], "description"=>"<div><h3>Background</h3><p>Dengue virus (DENV) was reintroduced into Brazil in 1986 and by 1995 it had spread throughout the country. In 2007 the number of dengue hemorrhagic fever (DHF) cases more than doubled and a shift in the age distribution was reported. While previously the majority of DHF cases occurred among adults, in 2007 53% of cases occurred in children under 15 years old. The reasons for this shift have not been determined.</p><h3>Methods and Findings</h3><p>Age stratified cross-sectional seroepidemiologic survey conducted in Recife, Brazil in 2006. Serostatus was determined by ELISA based detection of Dengue IgG. We estimated time-constant and time-varying forces of infection of DENV between 1986 and 2006. We used discrete-time simulation to estimate the accumulation of monotypic and multitypic immunity over time in a population previously completely susceptible to DENV. We projected the age distribution of population immunity to dengue assuming similar hazards of infection in future years. The overall prevalence of DENV IgG was 0.80 (n = 1427). The time-constant force of infection for the period was estimated to be 0.052 (95% CI 0.041, 0.063), corresponding to 5.2% of susceptible individuals becoming infected each year by each serotype. Simulations show that as time since re-emergence of dengue goes by, multitypic immunity accumulates in adults while an increasing proportion of susceptible individuals and those with monotypic immunity are among young age groups. The median age of those monotypically immune can be expected to shift from 24 years, 10 years after introduction, to 13 years, 50 years after introduction. Of those monotypically immune, the proportion under 15 years old shifts from 27% to 58%. These results are consistent with the dengue notification records from the same region since 1995.</p><h3>Interpretation</h3><p>Assuming that persons who have been monotypically exposed are at highest risk for severe dengue, the shift towards younger patient ages observed in Brazil can be partially explained by the accumulation of multitypic immunity against DENV-1, 2, and 3 in older age groups, 22 years after the re-introduction of these viruses. Serotype specific seroepidemiologic studies are necessary to accurately estimate the serotype specific forces of infection.</p></div>", "links"=>[], "tags"=>["re-emergence", "dengue", "brazil"], "article_id"=>139709, "categories"=>["Cancer", "Medicine"], "users"=>["Isabel Rodriguez-Barraquer", "Marli T. Cordeiro", "Cynthia Braga", "Wayner V. de Souza", "Ernesto T. Marques", "Derek A. T. Cummings"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0000935", "stats"=>{"downloads"=>6, "page_views"=>28, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/From_Re_Emergence_to_Hyperendemicity_The_Natural_History_of_the_Dengue_Epidemic_in_Brazil/139709", "title"=>"From Re-Emergence to Hyperendemicity: The Natural History of the Dengue Epidemic in Brazil", "pos_in_sequence"=>0, "defined_type"=>3, "published_date"=>"2011-01-04 02:41:49"}
  • {"files"=>["https://ndownloader.figshare.com/files/808249"], "description"=>"<p>a) Estimated average time-varying forces of infection (FI), with 95% confidence intervals for Recife over the period 1986–2006. b). Estimated time varying-forces of infection for the three sampled neighborhoods over the period 1986–2001.</p>", "links"=>[], "tags"=>["time-varying", "forces"], "article_id"=>478620, "categories"=>["Infectious Diseases", "Medicine"], "users"=>["Isabel Rodriguez-Barraquer", "Marli T. Cordeiro", "Cynthia Braga", "Wayner V. de Souza", "Ernesto T. Marques", "Derek A. T. Cummings"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0000935.g002", "stats"=>{"downloads"=>0, "page_views"=>3, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Estimated_average_time_varying_forces_of_infection_/478620", "title"=>"Estimated average time-varying forces of infection.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2011-01-04 02:23:40"}
  • {"files"=>["https://ndownloader.figshare.com/files/808167"], "description"=>"<p>Age-specific seroprevalence data a) for the whole sample and b) for each specific area. The lines show the fit of 1) constant (red lines) and 2) time-varying models (green lines) to the age-specific seroprevalence data (black dots). 95% confidence intervals of seroprevalence data are shown by the dotted vertical lines.</p>", "links"=>[], "tags"=>["seroprevalence", "dengue"], "article_id"=>478533, "categories"=>["Infectious Diseases", "Medicine"], "users"=>["Isabel Rodriguez-Barraquer", "Marli T. Cordeiro", "Cynthia Braga", "Wayner V. de Souza", "Ernesto T. Marques", "Derek A. T. Cummings"], "doi"=>"https://dx.doi.org/10.1371/journal.pntd.0000935.g001", "stats"=>{"downloads"=>0, "page_views"=>6, "likes"=>0}, "figshare_url"=>"https://figshare.com/articles/_Age_specific_seroprevalence_of_dengue_in_Recife_2006_/478533", "title"=>"Age specific seroprevalence of dengue in Recife, 2006.", "pos_in_sequence"=>0, "defined_type"=>1, "published_date"=>"2011-01-04 02:22:13"}

PMC Usage Stats | Further Information

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