ArticlePLoS neglected tropical diseases2023
Long-term projections of the impacts of warming temperatures on Zika and dengue risk in four Brazilian cities using a temperature-dependent basic reproduction number.
Article in PLoS neglected tropical diseases, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 2 of them syntheses that pooled it.
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Who cites it
16 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Climate change and vertically transmissible infections in maternal and neonatal populations: a systematic review.Frontiers in global women's health · 2026Pooled it
- Projected impact of climate change on human health in low- and middle-income countries: a systematic review.BMJ global health · 2024Pooled it
- Climate Informed Dengue Prediction and Future Risk Under a Changing Monsoon Climate in Kerala, India.GeoHealth · 2026Article
- Accounting for spatial variation in weather factors predicts spatial variations in Culex quinquefasciatus abundance in the Desert Southwest.Parasites & vectors · 2026Article
- RNA-Seq-based investigation of interferon-mediated antiviral activity of chlorophyll a from Tetraselmis sp.EXCLI journal · 2026Article
- Bibliometric Analysis of the Evolution and Distribution of Research on Analytical Methods for Climate-Sensitive Infectious Diseases in Latin America and the Caribbean.International journal of environmental research and public health · 2025Review
- Social determinants impact both viral infections and brain development.Pediatric research · 2025Review
- Accounting for spatial variation in climatic factors predicts spatial variations in mosquito abundance in the desert southwest.Research square · 2025Article
- Ambient temperature and dengue hospitalization in Brazil: A 10-year period case time series analysis.Environmental epidemiology (Philadelphia, Pa.) · 2025Article
- Dengue dynamics, predictions, and future increase under changing monsoon climate in India.Scientific reports · 2025Article
- Unraveling Dengue Virus Diversity in Asia: An Epidemiological Study through Genetic Sequences and Phylogenetic Analysis.Viruses · 2024Review
- Microcephaly in South Brazil: Are cases of Congenital Zika Syndrome increasing in recent years?Genetics and molecular biology · 2024Article
- Climate change impacts on dengue transmission areas in Espírito Santo state, Brazil.Oxford open immunology · 2024Article
- The greatest Dengue epidemic in Brazil: Surveillance, Prevention, and Control.Revista da Sociedade Brasileira de Medicina Tropical · 2024Review
- Influence of temperature and precipitation on dengue incidence in Campinas, São Paulo State, Brazil (2013-2022).Revista da Sociedade Brasileira de Medicina Tropical · 2024Article
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Abstract
For vector-borne diseases the basic reproduction number [Formula: see text], a measure of a disease's epidemic potential, is highly temperature-dependent. Recent work characterizing these temperature dependencies has highlighted how climate change may impact geographic disease spread. We extend this prior work by examining how newly emerging diseases, like Zika, will be impacted by specific future climate change scenarios in four diverse regions of Brazil, a country that has been profoundly impacted by Zika. We estimated a [Formula: see text], derived from a compartmental transmission model, characterizing Zika (and, for comparison, dengue) transmission potential as a function of temperature-dependent biological parameters specific to Aedes aegypti. We obtained historical temperature data for the five-year period 2015-2019 and projections for 2045-2049 by fitting cubic spline interpolations to data from simulated atmospheric data provided by the CMIP-6 project (specifically, generated by the GFDL-ESM4 model), which provides projections under four Shared Socioeconomic Pathways (SSP). These four SSP scenarios correspond to varying levels of climate change severity. We applied this approach to four Brazilian cities (Manaus, Recife, Rio de Janeiro, and São Paulo) that represent diverse climatic regions. Our model predicts that the [Formula: see text] for Zika peaks at 2.7 around 30°C, while for dengue it peaks at 6.8 around 31°C. We find that the epidemic potential of Zika will increase beyond current levels in Brazil in all of the climate scenarios. For Manaus, we predict that the annual [Formula: see text] range will increase from 2.1-2.5, to 2.3-2.7, for Recife we project an increase from 0.4-1.9 to 0.6-2.3, for Rio de Janeiro from 0-1.9 to 0-2.3, and for São Paulo from 0-0.3 to 0-0.7. As Zika immunity wanes and temperatures increase, there will be increasing epidemic potential and longer transmission seasons, especially in regions where transmission is currently marginal. Surveillance systems should be implemented and sustained for early detection.
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