Dengue, Zika, and Chikungunya viral circulation and hospitalization rates in Brazil from 2014 to 2019: An ecological study
- PMID: 35895718
- PMCID: PMC9359537
- DOI: 10.1371/journal.pntd.0010602
Dengue, Zika, and Chikungunya viral circulation and hospitalization rates in Brazil from 2014 to 2019: An ecological study
Abstract
Background: In addition to their direct pathogenic effects, arthropod-borne (arboviruses) have been hypothesized to indirectly contribute to hospitalizations and death through decompensation of pre-existing comorbidities. Using nationwide data routinely collected from 1 January 2014 to 31 December 2019 in Brazil, we investigated whether local increases in arbovirus notifications were associated with excess hospitalization.
Methods: We estimated the relative risks for the association between municipality- and state-level increases in arboviral case notifications and age-standardized hospitalization rates (i.e., classified as direct or indirect based on ICD-10 codes) using Bayesian multilevel models with random effects accounting for temporal and geographic correlations. For municipality-level analyses, we excluded municipalities with <200 notifications of a given arbovirus and further adjusted the models for the local Gini Index, Human Development Index, and Family Healthcare Strategy (Estratégia de Saúde da Família) coverage. Models for dengue, Zika, and chikungunya were performed separately.
Results: From 2014 to 2019, Brazil registered 7,566,330 confirmed dengue cases, 159,029 confirmed ZIKV cases, and 433,887 confirmed CHIKV cases. Dengue notifications have an endemic and seasonal pattern, with cases present in 5334 of the 5570 (95.8%) Brazilian municipalities and most (69.5%) registered between February and May. Chikungunya notifications followed a similar seasonal pattern to DENV but with a smaller incidence and were restricted to 4390 (78.8%) municipalities. ZIKV was only notified in 2581 (46.3%) municipalities. Increases in dengue and chikungunya notifications were associated with small increases in age-standardized arbovirus-related hospitalizations, but no consistent association was found with all-cause or other specific indirect causes of hospitalization. Zika was associated to increases in hospitalizations by neurological diseases.
Conclusions: Although we found no clear association between increased incidence of the three arboviruses and excess risks of all-cause or indirect hospitalizations at the municipality- and state-levels, follow-up investigations at the individual-level are warranted to define any potential role of acute arbovirus infection in exacerbating risks of hospitalization from underlying conditions.
Conflict of interest statement
The authors have declared that no competing interests exist.
Figures

Similar articles
-
Epidemiological profile of arboviruses in two different scenarios: dengue circulation vs. dengue, chikungunya and Zika co-circulation.BMC Infect Dis. 2023 Mar 22;23(1):177. doi: 10.1186/s12879-023-08139-6. BMC Infect Dis. 2023. PMID: 36949383 Free PMC article.
-
Positivity of dengue, chikungunya, and Zika infections in women in Northeast Brazil post-Zika epidemic.Pathog Glob Health. 2023 Jul;117(5):485-492. doi: 10.1080/20477724.2022.2142187. Epub 2022 Oct 31. Pathog Glob Health. 2023. PMID: 36316985 Free PMC article.
-
Arbovirus investigation in patients from Mato Grosso during Zika and Chikungunya virus introdution in Brazil, 2015-2016.Acta Trop. 2019 Feb;190:395-402. doi: 10.1016/j.actatropica.2018.12.019. Epub 2018 Dec 12. Acta Trop. 2019. PMID: 30552880
-
Human Urban Arboviruses Can Infect Wild Animals and Jump to Sylvatic Maintenance Cycles in South America.Front Cell Infect Microbiol. 2019 Jul 17;9:259. doi: 10.3389/fcimb.2019.00259. eCollection 2019. Front Cell Infect Microbiol. 2019. PMID: 31380302 Free PMC article. Review.
-
The Challenges Imposed by Dengue, Zika, and Chikungunya to Brazil.Front Immunol. 2018 Aug 28;9:1964. doi: 10.3389/fimmu.2018.01964. eCollection 2018. Front Immunol. 2018. PMID: 30210503 Free PMC article. Review.
Cited by
-
Long chikungunya? An overview to immunopathology of persistent arthralgia.World J Virol. 2024 Jun 25;13(2):89985. doi: 10.5501/wjv.v13.i2.89985. World J Virol. 2024. PMID: 38984075 Free PMC article. Review.
-
[Dengue lethality and inequalities in the Region of the Americas between 2014 and 2023Letalidade da dengue e desigualdades na Região das Américas entre 2014 e 2023].Rev Panam Salud Publica. 2024 Dec 18;48:e139. doi: 10.26633/RPSP.2024.139. eCollection 2024. Rev Panam Salud Publica. 2024. PMID: 39697268 Free PMC article. Spanish.
-
Democratizing Public Health: Participatory Policymaking Institutions, Mosquito Control, and Zika in the Americas.Trop Med Infect Dis. 2023 Jan 5;8(1):38. doi: 10.3390/tropicalmed8010038. Trop Med Infect Dis. 2023. PMID: 36668945 Free PMC article.
-
The risk and risk factors of chikungunya virus infection and rheumatological sequelae in a cohort of U.S. Military Health System beneficiaries: Implications for the vaccine era.PLoS Negl Trop Dis. 2024 Aug 5;18(8):e0011810. doi: 10.1371/journal.pntd.0011810. eCollection 2024 Aug. PLoS Negl Trop Dis. 2024. PMID: 39102422 Free PMC article.
-
Risk of adverse pregnancy and infant outcomes associated with prenatal Zika virus infection: a post-epidemic cohort in Central-West Brazil.Sci Rep. 2023 May 5;13(1):7335. doi: 10.1038/s41598-023-33334-5. Sci Rep. 2023. PMID: 37147405 Free PMC article.
References
-
- Laura de Sene Amâncio Zara A, Maria dos Santos S, Synthia Fernandes-Oliveira E, Gomes Carvalho R, Evelim Coelho G. Estratégias de controle do Aedes aegypti: uma revisão. Epidemiol E Serviços Saúde. junho de 2016;25(2):1–2. - PubMed
-
- PNAD I. Pesquisa nacional por amostra de domicílios [Internet]. Rio de Janeiro: IBGE. 2015. [citado 15 de dezembro de 2021]. Disponível em: https://www.ibge.gov.br/estatisticas/sociais/populacao/9171-pesquisa-nac...
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Medical