Cargando…

Mapping the global prevalence, incidence, and mortality of Plasmodium falciparum, 2000–17: a spatial and temporal modelling study

BACKGROUND: Since 2000, the scale-up of malaria control interventions has substantially reduced morbidity and mortality caused by the disease globally, fuelling bold aims for disease elimination. In tandem with increased availability of geospatially resolved data, malaria control programmes increasi...

Descripción completa

Detalles Bibliográficos
Autores principales: Weiss, Daniel J, Lucas, Tim C D, Nguyen, Michele, Nandi, Anita K, Bisanzio, Donal, Battle, Katherine E, Cameron, Ewan, Twohig, Katherine A, Pfeffer, Daniel A, Rozier, Jennifer A, Gibson, Harry S, Rao, Puja C, Casey, Daniel, Bertozzi-Villa, Amelia, Collins, Emma L, Dalrymple, Ursula, Gray, Naomi, Harris, Joseph R, Howes, Rosalind E, Kang, Sun Yun, Keddie, Suzanne H, May, Daniel, Rumisha, Susan, Thorn, Michael P, Barber, Ryan, Fullman, Nancy, Huynh, Chantal K, Kulikoff, Xie, Kutz, Michael J, Lopez, Alan D, Mokdad, Ali H, Naghavi, Mohsen, Nguyen, Grant, Shackelford, Katya Anne, Vos, Theo, Wang, Haidong, Smith, David L, Lim, Stephen S, Murray, Christopher J L, Bhatt, Samir, Hay, Simon I, Gething, Peter W
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6675740/
https://www.ncbi.nlm.nih.gov/pubmed/31229234
http://dx.doi.org/10.1016/S0140-6736(19)31097-9
_version_ 1783440657927372800
author Weiss, Daniel J
Lucas, Tim C D
Nguyen, Michele
Nandi, Anita K
Bisanzio, Donal
Battle, Katherine E
Cameron, Ewan
Twohig, Katherine A
Pfeffer, Daniel A
Rozier, Jennifer A
Gibson, Harry S
Rao, Puja C
Casey, Daniel
Bertozzi-Villa, Amelia
Collins, Emma L
Dalrymple, Ursula
Gray, Naomi
Harris, Joseph R
Howes, Rosalind E
Kang, Sun Yun
Keddie, Suzanne H
May, Daniel
Rumisha, Susan
Thorn, Michael P
Barber, Ryan
Fullman, Nancy
Huynh, Chantal K
Kulikoff, Xie
Kutz, Michael J
Lopez, Alan D
Mokdad, Ali H
Naghavi, Mohsen
Nguyen, Grant
Shackelford, Katya Anne
Vos, Theo
Wang, Haidong
Smith, David L
Lim, Stephen S
Murray, Christopher J L
Bhatt, Samir
Hay, Simon I
Gething, Peter W
author_facet Weiss, Daniel J
Lucas, Tim C D
Nguyen, Michele
Nandi, Anita K
Bisanzio, Donal
Battle, Katherine E
Cameron, Ewan
Twohig, Katherine A
Pfeffer, Daniel A
Rozier, Jennifer A
Gibson, Harry S
Rao, Puja C
Casey, Daniel
Bertozzi-Villa, Amelia
Collins, Emma L
Dalrymple, Ursula
Gray, Naomi
Harris, Joseph R
Howes, Rosalind E
Kang, Sun Yun
Keddie, Suzanne H
May, Daniel
Rumisha, Susan
Thorn, Michael P
Barber, Ryan
Fullman, Nancy
Huynh, Chantal K
Kulikoff, Xie
Kutz, Michael J
Lopez, Alan D
Mokdad, Ali H
Naghavi, Mohsen
Nguyen, Grant
Shackelford, Katya Anne
Vos, Theo
Wang, Haidong
Smith, David L
Lim, Stephen S
Murray, Christopher J L
Bhatt, Samir
Hay, Simon I
Gething, Peter W
author_sort Weiss, Daniel J
collection PubMed
description BACKGROUND: Since 2000, the scale-up of malaria control interventions has substantially reduced morbidity and mortality caused by the disease globally, fuelling bold aims for disease elimination. In tandem with increased availability of geospatially resolved data, malaria control programmes increasingly use high-resolution maps to characterise spatially heterogeneous patterns of disease risk and thus efficiently target areas of high burden. METHODS: We updated and refined the Plasmodium falciparum parasite rate and clinical incidence models for sub-Saharan Africa, which rely on cross-sectional survey data for parasite rate and intervention coverage. For malaria endemic countries outside of sub-Saharan Africa, we produced estimates of parasite rate and incidence by applying an ecological downscaling approach to malaria incidence data acquired via routine surveillance. Mortality estimates were derived by linking incidence to systematically derived vital registration and verbal autopsy data. Informed by high-resolution covariate surfaces, we estimated P falciparum parasite rate, clinical incidence, and mortality at national, subnational, and 5 × 5 km pixel scales with corresponding uncertainty metrics. FINDINGS: We present the first global, high-resolution map of P falciparum malaria mortality and the first global prevalence and incidence maps since 2010. These results are combined with those for Plasmodium vivax (published separately) to form the malaria estimates for the Global Burden of Disease 2017 study. The P falciparum estimates span the period 2000–17, and illustrate the rapid decline in burden between 2005 and 2017, with incidence declining by 27·9% and mortality declining by 42·5%. Despite a growing population in endemic regions, P falciparum cases declined between 2005 and 2017, from 232·3 million (95% uncertainty interval 198·8–277·7) to 193·9 million (156·6–240·2) and deaths declined from 925 800 (596 900–1 341 100) to 618 700 (368 600–952 200). Despite the declines in burden, 90·1% of people within sub-Saharan Africa continue to reside in endemic areas, and this region accounted for 79·4% of cases and 87·6% of deaths in 2017. INTERPRETATION: High-resolution maps of P falciparum provide a contemporary resource for informing global policy and malaria control planning, programme implementation, and monitoring initiatives. Amid progress in reducing global malaria burden, areas where incidence trends have plateaued or increased in the past 5 years underscore the fragility of hard-won gains against malaria. Efforts towards elimination should be strengthened in such areas, and those where burden remained high throughout the study period. FUNDING: Bill & Melinda Gates Foundation.
format Online
Article
Text
id pubmed-6675740
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-66757402019-08-06 Mapping the global prevalence, incidence, and mortality of Plasmodium falciparum, 2000–17: a spatial and temporal modelling study Weiss, Daniel J Lucas, Tim C D Nguyen, Michele Nandi, Anita K Bisanzio, Donal Battle, Katherine E Cameron, Ewan Twohig, Katherine A Pfeffer, Daniel A Rozier, Jennifer A Gibson, Harry S Rao, Puja C Casey, Daniel Bertozzi-Villa, Amelia Collins, Emma L Dalrymple, Ursula Gray, Naomi Harris, Joseph R Howes, Rosalind E Kang, Sun Yun Keddie, Suzanne H May, Daniel Rumisha, Susan Thorn, Michael P Barber, Ryan Fullman, Nancy Huynh, Chantal K Kulikoff, Xie Kutz, Michael J Lopez, Alan D Mokdad, Ali H Naghavi, Mohsen Nguyen, Grant Shackelford, Katya Anne Vos, Theo Wang, Haidong Smith, David L Lim, Stephen S Murray, Christopher J L Bhatt, Samir Hay, Simon I Gething, Peter W Lancet Article BACKGROUND: Since 2000, the scale-up of malaria control interventions has substantially reduced morbidity and mortality caused by the disease globally, fuelling bold aims for disease elimination. In tandem with increased availability of geospatially resolved data, malaria control programmes increasingly use high-resolution maps to characterise spatially heterogeneous patterns of disease risk and thus efficiently target areas of high burden. METHODS: We updated and refined the Plasmodium falciparum parasite rate and clinical incidence models for sub-Saharan Africa, which rely on cross-sectional survey data for parasite rate and intervention coverage. For malaria endemic countries outside of sub-Saharan Africa, we produced estimates of parasite rate and incidence by applying an ecological downscaling approach to malaria incidence data acquired via routine surveillance. Mortality estimates were derived by linking incidence to systematically derived vital registration and verbal autopsy data. Informed by high-resolution covariate surfaces, we estimated P falciparum parasite rate, clinical incidence, and mortality at national, subnational, and 5 × 5 km pixel scales with corresponding uncertainty metrics. FINDINGS: We present the first global, high-resolution map of P falciparum malaria mortality and the first global prevalence and incidence maps since 2010. These results are combined with those for Plasmodium vivax (published separately) to form the malaria estimates for the Global Burden of Disease 2017 study. The P falciparum estimates span the period 2000–17, and illustrate the rapid decline in burden between 2005 and 2017, with incidence declining by 27·9% and mortality declining by 42·5%. Despite a growing population in endemic regions, P falciparum cases declined between 2005 and 2017, from 232·3 million (95% uncertainty interval 198·8–277·7) to 193·9 million (156·6–240·2) and deaths declined from 925 800 (596 900–1 341 100) to 618 700 (368 600–952 200). Despite the declines in burden, 90·1% of people within sub-Saharan Africa continue to reside in endemic areas, and this region accounted for 79·4% of cases and 87·6% of deaths in 2017. INTERPRETATION: High-resolution maps of P falciparum provide a contemporary resource for informing global policy and malaria control planning, programme implementation, and monitoring initiatives. Amid progress in reducing global malaria burden, areas where incidence trends have plateaued or increased in the past 5 years underscore the fragility of hard-won gains against malaria. Efforts towards elimination should be strengthened in such areas, and those where burden remained high throughout the study period. FUNDING: Bill & Melinda Gates Foundation. Elsevier 2019-07-27 /pmc/articles/PMC6675740/ /pubmed/31229234 http://dx.doi.org/10.1016/S0140-6736(19)31097-9 Text en © 2019 The Authors. Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Weiss, Daniel J
Lucas, Tim C D
Nguyen, Michele
Nandi, Anita K
Bisanzio, Donal
Battle, Katherine E
Cameron, Ewan
Twohig, Katherine A
Pfeffer, Daniel A
Rozier, Jennifer A
Gibson, Harry S
Rao, Puja C
Casey, Daniel
Bertozzi-Villa, Amelia
Collins, Emma L
Dalrymple, Ursula
Gray, Naomi
Harris, Joseph R
Howes, Rosalind E
Kang, Sun Yun
Keddie, Suzanne H
May, Daniel
Rumisha, Susan
Thorn, Michael P
Barber, Ryan
Fullman, Nancy
Huynh, Chantal K
Kulikoff, Xie
Kutz, Michael J
Lopez, Alan D
Mokdad, Ali H
Naghavi, Mohsen
Nguyen, Grant
Shackelford, Katya Anne
Vos, Theo
Wang, Haidong
Smith, David L
Lim, Stephen S
Murray, Christopher J L
Bhatt, Samir
Hay, Simon I
Gething, Peter W
Mapping the global prevalence, incidence, and mortality of Plasmodium falciparum, 2000–17: a spatial and temporal modelling study
title Mapping the global prevalence, incidence, and mortality of Plasmodium falciparum, 2000–17: a spatial and temporal modelling study
title_full Mapping the global prevalence, incidence, and mortality of Plasmodium falciparum, 2000–17: a spatial and temporal modelling study
title_fullStr Mapping the global prevalence, incidence, and mortality of Plasmodium falciparum, 2000–17: a spatial and temporal modelling study
title_full_unstemmed Mapping the global prevalence, incidence, and mortality of Plasmodium falciparum, 2000–17: a spatial and temporal modelling study
title_short Mapping the global prevalence, incidence, and mortality of Plasmodium falciparum, 2000–17: a spatial and temporal modelling study
title_sort mapping the global prevalence, incidence, and mortality of plasmodium falciparum, 2000–17: a spatial and temporal modelling study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6675740/
https://www.ncbi.nlm.nih.gov/pubmed/31229234
http://dx.doi.org/10.1016/S0140-6736(19)31097-9
work_keys_str_mv AT weissdanielj mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT lucastimcd mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT nguyenmichele mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT nandianitak mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT bisanziodonal mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT battlekatherinee mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT cameronewan mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT twohigkatherinea mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT pfefferdaniela mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT rozierjennifera mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT gibsonharrys mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT raopujac mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT caseydaniel mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT bertozzivillaamelia mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT collinsemmal mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT dalrympleursula mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT graynaomi mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT harrisjosephr mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT howesrosalinde mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT kangsunyun mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT keddiesuzanneh mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT maydaniel mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT rumishasusan mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT thornmichaelp mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT barberryan mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT fullmannancy mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT huynhchantalk mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT kulikoffxie mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT kutzmichaelj mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT lopezaland mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT mokdadalih mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT naghavimohsen mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT nguyengrant mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT shackelfordkatyaanne mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT vostheo mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT wanghaidong mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT smithdavidl mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT limstephens mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT murraychristopherjl mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT bhattsamir mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT haysimoni mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy
AT gethingpeterw mappingtheglobalprevalenceincidenceandmortalityofplasmodiumfalciparum200017aspatialandtemporalmodellingstudy