The top 1%: quantifying the unequal distribution of malaria in Brazil

Abstract Background As malaria endemic countries strive towards elimination, intensified spatial heterogeneities of local transmission could undermine the effectiveness of traditional intervention policy. Methods The dynamic nature of large-scale and long-term malaria heterogeneity across Brazilian...

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Published in:Malaria Journal
Main Authors: Raquel Lana, Narimane Nekkab, Andre M. Siqueira, Cassio Peterka, Paola Marchesini, Marcus Lacerda, Ivo Mueller, Michael White, Daniel Villela
Format: Article in Journal/Newspaper
Language:English
Published: BMC 2021
Subjects:
Online Access:https://doi.org/10.1186/s12936-021-03614-4
https://doaj.org/article/bbedf3d1a454478f8577026d51cdb4e4
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spelling ftdoajarticles:oai:doaj.org/article:bbedf3d1a454478f8577026d51cdb4e4 2023-05-15T15:12:50+02:00 The top 1%: quantifying the unequal distribution of malaria in Brazil Raquel Lana Narimane Nekkab Andre M. Siqueira Cassio Peterka Paola Marchesini Marcus Lacerda Ivo Mueller Michael White Daniel Villela 2021-02-01T00:00:00Z https://doi.org/10.1186/s12936-021-03614-4 https://doaj.org/article/bbedf3d1a454478f8577026d51cdb4e4 EN eng BMC https://doi.org/10.1186/s12936-021-03614-4 https://doaj.org/toc/1475-2875 doi:10.1186/s12936-021-03614-4 1475-2875 https://doaj.org/article/bbedf3d1a454478f8577026d51cdb4e4 Malaria Journal, Vol 20, Iss 1, Pp 1-11 (2021) Malaria Plasmodium vivax Plasmodium falciparum Epidemiology Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 article 2021 ftdoajarticles https://doi.org/10.1186/s12936-021-03614-4 2022-12-31T13:42:12Z Abstract Background As malaria endemic countries strive towards elimination, intensified spatial heterogeneities of local transmission could undermine the effectiveness of traditional intervention policy. Methods The dynamic nature of large-scale and long-term malaria heterogeneity across Brazilian Amazon basin were explored by (1) exploratory analysis of Brazil’s rich clinical malaria reporting database from 2004 to 2018, and (2) adapting Gini coefficient to study the distribution of malaria cases in the region. Results As transmission declined, heterogeneity increased with cases clustering into smaller subpopulations across the territory. In 2004, the 1% of health units with the greatest number of cases accounted for 46% of all reported Plasmodium vivax cases, whereas in 2018 52% of P. vivax cases occurred in the top 1% of health units. Plasmodium falciparum had lower levels of transmission than P. vivax, and also had greater levels of heterogeneity with 75% of cases occurring in the top 1% of health units. Age and gender stratification of cases revealed peri-domestic and occupational exposure settings that remained relatively stable. Conclusion The pathway to decreasing incidence is characterized by higher proportions of cases in males, in adults, due to importation, and caused by P. vivax. Characterization of spatio-temporal heterogeneity and risk groups can aid stratification for improved malaria control towards elimination with increased heterogeneity potentially allowing for more efficient and cost-effective targeting. Although distinct epidemiological phenomena were clearly observed as malaria transmission declines, the authors argue that there is no canonical path to malaria elimination and a more targeted and dynamic surveillance will be needed if Brazil decides to adopt the elimination target. Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Malaria Journal 20 1
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Malaria
Plasmodium vivax
Plasmodium falciparum
Epidemiology
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
spellingShingle Malaria
Plasmodium vivax
Plasmodium falciparum
Epidemiology
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
Raquel Lana
Narimane Nekkab
Andre M. Siqueira
Cassio Peterka
Paola Marchesini
Marcus Lacerda
Ivo Mueller
Michael White
Daniel Villela
The top 1%: quantifying the unequal distribution of malaria in Brazil
topic_facet Malaria
Plasmodium vivax
Plasmodium falciparum
Epidemiology
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
description Abstract Background As malaria endemic countries strive towards elimination, intensified spatial heterogeneities of local transmission could undermine the effectiveness of traditional intervention policy. Methods The dynamic nature of large-scale and long-term malaria heterogeneity across Brazilian Amazon basin were explored by (1) exploratory analysis of Brazil’s rich clinical malaria reporting database from 2004 to 2018, and (2) adapting Gini coefficient to study the distribution of malaria cases in the region. Results As transmission declined, heterogeneity increased with cases clustering into smaller subpopulations across the territory. In 2004, the 1% of health units with the greatest number of cases accounted for 46% of all reported Plasmodium vivax cases, whereas in 2018 52% of P. vivax cases occurred in the top 1% of health units. Plasmodium falciparum had lower levels of transmission than P. vivax, and also had greater levels of heterogeneity with 75% of cases occurring in the top 1% of health units. Age and gender stratification of cases revealed peri-domestic and occupational exposure settings that remained relatively stable. Conclusion The pathway to decreasing incidence is characterized by higher proportions of cases in males, in adults, due to importation, and caused by P. vivax. Characterization of spatio-temporal heterogeneity and risk groups can aid stratification for improved malaria control towards elimination with increased heterogeneity potentially allowing for more efficient and cost-effective targeting. Although distinct epidemiological phenomena were clearly observed as malaria transmission declines, the authors argue that there is no canonical path to malaria elimination and a more targeted and dynamic surveillance will be needed if Brazil decides to adopt the elimination target.
format Article in Journal/Newspaper
author Raquel Lana
Narimane Nekkab
Andre M. Siqueira
Cassio Peterka
Paola Marchesini
Marcus Lacerda
Ivo Mueller
Michael White
Daniel Villela
author_facet Raquel Lana
Narimane Nekkab
Andre M. Siqueira
Cassio Peterka
Paola Marchesini
Marcus Lacerda
Ivo Mueller
Michael White
Daniel Villela
author_sort Raquel Lana
title The top 1%: quantifying the unequal distribution of malaria in Brazil
title_short The top 1%: quantifying the unequal distribution of malaria in Brazil
title_full The top 1%: quantifying the unequal distribution of malaria in Brazil
title_fullStr The top 1%: quantifying the unequal distribution of malaria in Brazil
title_full_unstemmed The top 1%: quantifying the unequal distribution of malaria in Brazil
title_sort top 1%: quantifying the unequal distribution of malaria in brazil
publisher BMC
publishDate 2021
url https://doi.org/10.1186/s12936-021-03614-4
https://doaj.org/article/bbedf3d1a454478f8577026d51cdb4e4
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source Malaria Journal, Vol 20, Iss 1, Pp 1-11 (2021)
op_relation https://doi.org/10.1186/s12936-021-03614-4
https://doaj.org/toc/1475-2875
doi:10.1186/s12936-021-03614-4
1475-2875
https://doaj.org/article/bbedf3d1a454478f8577026d51cdb4e4
op_doi https://doi.org/10.1186/s12936-021-03614-4
container_title Malaria Journal
container_volume 20
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