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Temporal and spatial analysis of over 7,000 measles cases outbreak from 2018 to 2019 in the Brazilian Amazon.
Martins, Felipe de Mello; Vidal, Alessandra Pinheiro; Giddaluru, Jeevan; da Silva, Bernardo Maia; Lee, Eva K; Zhang, Peijue; Cardozo, Lucas Esteves; Prete Junior, Carlos Augusto; Domingues, Helves Humberto; Sabino, Ester Cerdeira; Sampaio, Vanderson de Souza; Monteiro, Wuelton Marcelo; Nakaya, Helder I.
Affiliation
  • Martins FM; Escola Superior de Ciências da Saúde, Universidade do Estado do Amazonas, Manaus, AM, Brazil.
  • Vidal AP; Fundação de Medicina Tropical Doutor Heitor Vieira Dourado, Manaus, AM, Brazil.
  • Giddaluru J; Escola Superior de Ciências da Saúde, Universidade do Estado do Amazonas, Manaus, AM, Brazil.
  • da Silva BM; Fundação de Medicina Tropical Doutor Heitor Vieira Dourado, Manaus, AM, Brazil.
  • Lee EK; Faculdade de Ciências Farmacêuticas, Universidade de São Paulo, São Paulo, SP, Brazil.
  • Zhang P; Escola Superior de Ciências da Saúde, Universidade do Estado do Amazonas, Manaus, AM, Brazil.
  • Cardozo LE; Fundação de Medicina Tropical Doutor Heitor Vieira Dourado, Manaus, AM, Brazil.
  • Prete Junior CA; Center for Operations Research in Medicine and Healthcare, Georgia Institute of Technology, Atlanta, USA.
  • Domingues HH; Center for Operations Research in Medicine and Healthcare, Georgia Institute of Technology, Atlanta, USA.
  • Sabino EC; Faculdade de Ciências Farmacêuticas, Universidade de São Paulo, São Paulo, SP, Brazil.
  • Sampaio VS; Department of Electronic Systems Engineering, Escola Politécnica, Universidade de São Paulo, São Paulo, SP, Brazil.
  • Monteiro WM; Instituto de Medicinal Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo, SP, Brazil.
  • Nakaya HI; Instituto de Medicinal Tropical, Faculdade de Medicina, Universidade de São Paulo, São Paulo, SP, Brazil.
Einstein (Sao Paulo) ; 22: eAO0931, 2024.
Article in En | MEDLINE | ID: mdl-38567917
ABSTRACT

OBJECTIVE:

This study aimed to present a temporal and spatial analysis of the 2018 measles outbreak in Brazil, particularly in the metropolitan city of Manaus in the Amazon region, and further introduce a new tool for spatial analysis.

METHODS:

We analyzed the geographical data of the residences of over 7,000 individuals with measles in Manaus during 2018 and 2019. Spatial and temporal analyses were conducted to characterize various aspects of the outbreak, including the onset and prevalence of symptoms, demographics, and vaccination status. A visualization tool was also constructed to display the geographical and temporal distribution of the reported measles cases.

RESULTS:

Approximately 95% of the included participants had not received vaccination within the past decade. Heterogeneity was observed across all facets of the outbreak, including variations in the incubation period and symptom presentation. Age distribution exhibited two peaks, occurring at one year and 18 years of age, and the potential implications of this distribution on predictive analysis were discussed. Additionally, spatial analysis revealed that areas with the highest case densities tended to have the lowest standard of living.

CONCLUSION:

Understanding the spatial and temporal spread of measles outbreaks provides insights for decision-making regarding measures to mitigate future epidemics.
Subject(s)

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Measles Limits: Humans / Infant Country/Region as subject: America do sul / Brasil Language: En Journal: Einstein (Sao Paulo) Year: 2024 Document type: Article Affiliation country: Country of publication:

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Measles Limits: Humans / Infant Country/Region as subject: America do sul / Brasil Language: En Journal: Einstein (Sao Paulo) Year: 2024 Document type: Article Affiliation country: Country of publication: