Cargando…

A World Malaria Map: Plasmodium falciparum Endemicity in 2007

BACKGROUND: Efficient allocation of resources to intervene against malaria requires a detailed understanding of the contemporary spatial distribution of malaria risk. It is exactly 40 y since the last global map of malaria endemicity was published. This paper describes the generation of a new world...

Descripción completa

Detalles Bibliográficos
Autores principales: Hay, Simon I, Guerra, Carlos A, Gething, Peter W, Patil, Anand P, Tatem, Andrew J, Noor, Abdisalan M, Kabaria, Caroline W, Manh, Bui H, Elyazar, Iqbal R. F, Brooker, Simon, Smith, David L, Moyeed, Rana A, Snow, Robert W
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2009
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2659708/
https://www.ncbi.nlm.nih.gov/pubmed/19323591
http://dx.doi.org/10.1371/journal.pmed.1000048
_version_ 1782165687674863616
author Hay, Simon I
Guerra, Carlos A
Gething, Peter W
Patil, Anand P
Tatem, Andrew J
Noor, Abdisalan M
Kabaria, Caroline W
Manh, Bui H
Elyazar, Iqbal R. F
Brooker, Simon
Smith, David L
Moyeed, Rana A
Snow, Robert W
author_facet Hay, Simon I
Guerra, Carlos A
Gething, Peter W
Patil, Anand P
Tatem, Andrew J
Noor, Abdisalan M
Kabaria, Caroline W
Manh, Bui H
Elyazar, Iqbal R. F
Brooker, Simon
Smith, David L
Moyeed, Rana A
Snow, Robert W
author_sort Hay, Simon I
collection PubMed
description BACKGROUND: Efficient allocation of resources to intervene against malaria requires a detailed understanding of the contemporary spatial distribution of malaria risk. It is exactly 40 y since the last global map of malaria endemicity was published. This paper describes the generation of a new world map of Plasmodium falciparum malaria endemicity for the year 2007. METHODS AND FINDINGS: A total of 8,938 P. falciparum parasite rate (PfPR) surveys were identified using a variety of exhaustive search strategies. Of these, 7,953 passed strict data fidelity tests for inclusion into a global database of PfPR data, age-standardized to 2–10 y for endemicity mapping. A model-based geostatistical procedure was used to create a continuous surface of malaria endemicity within previously defined stable spatial limits of P. falciparum transmission. These procedures were implemented within a Bayesian statistical framework so that the uncertainty of these predictions could be evaluated robustly. The uncertainty was expressed as the probability of predicting correctly one of three endemicity classes; previously stratified to be an informative guide for malaria control. Population at risk estimates, adjusted for the transmission modifying effects of urbanization in Africa, were then derived with reference to human population surfaces in 2007. Of the 1.38 billion people at risk of stable P. falciparum malaria, 0.69 billion were found in Central and South East Asia (CSE Asia), 0.66 billion in Africa, Yemen, and Saudi Arabia (Africa+), and 0.04 billion in the Americas. All those exposed to stable risk in the Americas were in the lowest endemicity class (PfPR(2−10) ≤ 5%). The vast majority (88%) of those living under stable risk in CSE Asia were also in this low endemicity class; a small remainder (11%) were in the intermediate endemicity class (PfPR(2−10) > 5 to < 40%); and the remaining fraction (1%) in high endemicity (PfPR(2−10) ≥ 40%) areas. High endemicity was widespread in the Africa+ region, where 0.35 billion people are at this level of risk. Most of the rest live at intermediate risk (0.20 billion), with a smaller number (0.11 billion) at low stable risk. CONCLUSIONS: High levels of P. falciparum malaria endemicity are common in Africa. Uniformly low endemic levels are found in the Americas. Low endemicity is also widespread in CSE Asia, but pockets of intermediate and very rarely high transmission remain. There are therefore significant opportunities for malaria control in Africa and for malaria elimination elsewhere. This 2007 global P. falciparum malaria endemicity map is the first of a series with which it will be possible to monitor and evaluate the progress of this intervention process.
format Text
id pubmed-2659708
institution National Center for Biotechnology Information
language English
publishDate 2009
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-26597082009-03-24 A World Malaria Map: Plasmodium falciparum Endemicity in 2007 Hay, Simon I Guerra, Carlos A Gething, Peter W Patil, Anand P Tatem, Andrew J Noor, Abdisalan M Kabaria, Caroline W Manh, Bui H Elyazar, Iqbal R. F Brooker, Simon Smith, David L Moyeed, Rana A Snow, Robert W PLoS Med Research Article BACKGROUND: Efficient allocation of resources to intervene against malaria requires a detailed understanding of the contemporary spatial distribution of malaria risk. It is exactly 40 y since the last global map of malaria endemicity was published. This paper describes the generation of a new world map of Plasmodium falciparum malaria endemicity for the year 2007. METHODS AND FINDINGS: A total of 8,938 P. falciparum parasite rate (PfPR) surveys were identified using a variety of exhaustive search strategies. Of these, 7,953 passed strict data fidelity tests for inclusion into a global database of PfPR data, age-standardized to 2–10 y for endemicity mapping. A model-based geostatistical procedure was used to create a continuous surface of malaria endemicity within previously defined stable spatial limits of P. falciparum transmission. These procedures were implemented within a Bayesian statistical framework so that the uncertainty of these predictions could be evaluated robustly. The uncertainty was expressed as the probability of predicting correctly one of three endemicity classes; previously stratified to be an informative guide for malaria control. Population at risk estimates, adjusted for the transmission modifying effects of urbanization in Africa, were then derived with reference to human population surfaces in 2007. Of the 1.38 billion people at risk of stable P. falciparum malaria, 0.69 billion were found in Central and South East Asia (CSE Asia), 0.66 billion in Africa, Yemen, and Saudi Arabia (Africa+), and 0.04 billion in the Americas. All those exposed to stable risk in the Americas were in the lowest endemicity class (PfPR(2−10) ≤ 5%). The vast majority (88%) of those living under stable risk in CSE Asia were also in this low endemicity class; a small remainder (11%) were in the intermediate endemicity class (PfPR(2−10) > 5 to < 40%); and the remaining fraction (1%) in high endemicity (PfPR(2−10) ≥ 40%) areas. High endemicity was widespread in the Africa+ region, where 0.35 billion people are at this level of risk. Most of the rest live at intermediate risk (0.20 billion), with a smaller number (0.11 billion) at low stable risk. CONCLUSIONS: High levels of P. falciparum malaria endemicity are common in Africa. Uniformly low endemic levels are found in the Americas. Low endemicity is also widespread in CSE Asia, but pockets of intermediate and very rarely high transmission remain. There are therefore significant opportunities for malaria control in Africa and for malaria elimination elsewhere. This 2007 global P. falciparum malaria endemicity map is the first of a series with which it will be possible to monitor and evaluate the progress of this intervention process. Public Library of Science 2009-03 2009-03-24 /pmc/articles/PMC2659708/ /pubmed/19323591 http://dx.doi.org/10.1371/journal.pmed.1000048 Text en : © 2009 Hay et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Hay, Simon I
Guerra, Carlos A
Gething, Peter W
Patil, Anand P
Tatem, Andrew J
Noor, Abdisalan M
Kabaria, Caroline W
Manh, Bui H
Elyazar, Iqbal R. F
Brooker, Simon
Smith, David L
Moyeed, Rana A
Snow, Robert W
A World Malaria Map: Plasmodium falciparum Endemicity in 2007
title A World Malaria Map: Plasmodium falciparum Endemicity in 2007
title_full A World Malaria Map: Plasmodium falciparum Endemicity in 2007
title_fullStr A World Malaria Map: Plasmodium falciparum Endemicity in 2007
title_full_unstemmed A World Malaria Map: Plasmodium falciparum Endemicity in 2007
title_short A World Malaria Map: Plasmodium falciparum Endemicity in 2007
title_sort world malaria map: plasmodium falciparum endemicity in 2007
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2659708/
https://www.ncbi.nlm.nih.gov/pubmed/19323591
http://dx.doi.org/10.1371/journal.pmed.1000048
work_keys_str_mv AT haysimoni aworldmalariamapplasmodiumfalciparumendemicityin2007
AT guerracarlosa aworldmalariamapplasmodiumfalciparumendemicityin2007
AT gethingpeterw aworldmalariamapplasmodiumfalciparumendemicityin2007
AT patilanandp aworldmalariamapplasmodiumfalciparumendemicityin2007
AT tatemandrewj aworldmalariamapplasmodiumfalciparumendemicityin2007
AT noorabdisalanm aworldmalariamapplasmodiumfalciparumendemicityin2007
AT kabariacarolinew aworldmalariamapplasmodiumfalciparumendemicityin2007
AT manhbuih aworldmalariamapplasmodiumfalciparumendemicityin2007
AT elyazariqbalrf aworldmalariamapplasmodiumfalciparumendemicityin2007
AT brookersimon aworldmalariamapplasmodiumfalciparumendemicityin2007
AT smithdavidl aworldmalariamapplasmodiumfalciparumendemicityin2007
AT moyeedranaa aworldmalariamapplasmodiumfalciparumendemicityin2007
AT snowrobertw aworldmalariamapplasmodiumfalciparumendemicityin2007
AT haysimoni worldmalariamapplasmodiumfalciparumendemicityin2007
AT guerracarlosa worldmalariamapplasmodiumfalciparumendemicityin2007
AT gethingpeterw worldmalariamapplasmodiumfalciparumendemicityin2007
AT patilanandp worldmalariamapplasmodiumfalciparumendemicityin2007
AT tatemandrewj worldmalariamapplasmodiumfalciparumendemicityin2007
AT noorabdisalanm worldmalariamapplasmodiumfalciparumendemicityin2007
AT kabariacarolinew worldmalariamapplasmodiumfalciparumendemicityin2007
AT manhbuih worldmalariamapplasmodiumfalciparumendemicityin2007
AT elyazariqbalrf worldmalariamapplasmodiumfalciparumendemicityin2007
AT brookersimon worldmalariamapplasmodiumfalciparumendemicityin2007
AT smithdavidl worldmalariamapplasmodiumfalciparumendemicityin2007
AT moyeedranaa worldmalariamapplasmodiumfalciparumendemicityin2007
AT snowrobertw worldmalariamapplasmodiumfalciparumendemicityin2007