» Articles » PMID: 33293574

Malaria Hotspots Explained from the Perspective of Ecological Theory Underlying Insect Foraging

Overview
Journal Sci Rep
Specialty Science
Date 2020 Dec 9
PMID 33293574
Citations 6
Authors
Affiliations
Soon will be listed here.
Abstract

Hotspots constitute the major reservoir for residual malaria transmission, with higher malaria incidence than neighbouring areas, and therefore, have the potential to form the cornerstone for successful intervention strategies. Detection of malaria hotspots is hampered by their heterogenous spatial distribution, and the laborious nature and low sensitivity of the current methods used to assess transmission intensity. We adopt ecological theory underlying foraging in herbivorous insects to vector mosquito host seeking and modelling of fine-scale landscape features at the village level. The overall effect of environmental variables on the density of indoor mosquitoes, sporozoite infected mosquitoes, and malaria incidence, was determined using generalized linear models. Spatial analyses were used to identify hotspots for malaria incidence, as well as malaria vector density and associated sporozoite prevalence. We identify household occupancy and location as the main predictors of vector density, entomological inoculation rate and malaria incidence. We propose that the use of conventional vector control and malaria interventions, integrated with their intensified application targeting predicted hotspots, can be used to reduce malaria incidence in endemic and residual malaria settings.

Citing Articles

Malaria risk mapping among children under five in Togo.

Kombate G, Kone I, Douti B, Soubeiga K, Grobbee D, van der Sande M Sci Rep. 2024; 14(1):8213.

PMID: 38589576 PMC: 11001891. DOI: 10.1038/s41598-024-58287-1.


Malaria transmission heterogeneity in different eco-epidemiological areas of western Kenya: a region-wide observational and risk classification study for adaptive intervention planning.

Zhou G, Githure J, Lee M, Zhong D, Wang X, Atieli H Malar J. 2024; 23(1):74.

PMID: 38475793 PMC: 10935946. DOI: 10.1186/s12936-024-04903-4.


Mosquito odour-baited mass trapping reduced malaria transmission intensity: a result from a controlled before-and-after intervention study.

Debebe Y, Tekie H, Dugassa S, Hopkins R, Hill S, Ignell R BMC Med. 2024; 22(1):41.

PMID: 38281908 PMC: 10823605. DOI: 10.1186/s12916-024-03255-9.


Hotspots and super-spreaders: Modelling fine-scale malaria parasite transmission using mosquito flight behaviour.

Sedda L, McCann R, Kabaghe A, Gowelo S, Mburu M, Tizifa T PLoS Pathog. 2022; 18(7):e1010622.

PMID: 35793345 PMC: 9292116. DOI: 10.1371/journal.ppat.1010622.


Data-driven and interpretable machine-learning modeling to explore the fine-scale environmental determinants of malaria vectors biting rates in rural Burkina Faso.

Taconet P, Porciani A, Soma D, Mouline K, Simard F, Amanan Koffi A Parasit Vectors. 2021; 14(1):345.

PMID: 34187546 PMC: 8243492. DOI: 10.1186/s13071-021-04851-x.


References
1.
Cummins B, Cortez R, Foppa I, Walbeck J, Hyman J . A spatial model of mosquito host-seeking behavior. PLoS Comput Biol. 2012; 8(5):e1002500. PMC: 3355069. DOI: 10.1371/journal.pcbi.1002500. View

2.
Bousema T, Stresman G, Baidjoe A, Bradley J, Knight P, Stone W . The Impact of Hotspot-Targeted Interventions on Malaria Transmission in Rachuonyo South District in the Western Kenyan Highlands: A Cluster-Randomized Controlled Trial. PLoS Med. 2016; 13(4):e1001993. PMC: 4829260. DOI: 10.1371/journal.pmed.1001993. View

3.
Ondiba I, Oyieke F, Ongamo G, Olumula M, Nyamongo I, Estambale B . Malaria vector abundance is associated with house structures in Baringo County, Kenya. PLoS One. 2018; 13(6):e0198970. PMC: 5995440. DOI: 10.1371/journal.pone.0198970. View

4.
Dhiman S . Are malaria elimination efforts on right track? An analysis of gains achieved and challenges ahead. Infect Dis Poverty. 2019; 8(1):14. PMC: 6375178. DOI: 10.1186/s40249-019-0524-x. View

5.
Hawkes F, Manin B, Cooper A, Daim S, R H, Jelip J . Vector compositions change across forested to deforested ecotones in emerging areas of zoonotic malaria transmission in Malaysia. Sci Rep. 2019; 9(1):13312. PMC: 6746737. DOI: 10.1038/s41598-019-49842-2. View