The use of driving endonuclease genes to suppress mosquito vectors of malaria in temporally variable environments
Abstract Background The use of gene drive systems to manipulate populations of malaria vectors is currently being investigated as a method of malaria control. One potential system uses driving endonuclease genes (DEGs) to spread genes that impose a genetic load. Previously, models have shown that th...
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ftdoajarticles:oai:doaj.org/article:91d2ed3a03ef4348849e5f460e806484 2023-05-15T15:17:10+02:00 The use of driving endonuclease genes to suppress mosquito vectors of malaria in temporally variable environments Ben Lambert Ace North Austin Burt H. Charles J. Godfray 2018-04-01T00:00:00Z https://doi.org/10.1186/s12936-018-2259-8 https://doaj.org/article/91d2ed3a03ef4348849e5f460e806484 EN eng BMC http://link.springer.com/article/10.1186/s12936-018-2259-8 https://doaj.org/toc/1475-2875 doi:10.1186/s12936-018-2259-8 1475-2875 https://doaj.org/article/91d2ed3a03ef4348849e5f460e806484 Malaria Journal, Vol 17, Iss 1, Pp 1-14 (2018) Anopheles Rainfall Homing endonucleases Epidemiology Vector control Climate-modelling Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 article 2018 ftdoajarticles https://doi.org/10.1186/s12936-018-2259-8 2022-12-31T01:04:01Z Abstract Background The use of gene drive systems to manipulate populations of malaria vectors is currently being investigated as a method of malaria control. One potential system uses driving endonuclease genes (DEGs) to spread genes that impose a genetic load. Previously, models have shown that the introduction of DEG-bearing mosquitoes could suppress or even extinguish vector populations in spatially-heterogeneous environments which were constant over time. In this study, a stochastic spatially-explicit model of mosquito ecology is combined with a rainfall model which enables the generation of a variety of daily precipitation patterns. The model is then used to investigate how releases of a DEG that cause a bias in population sex ratios towards males are affected by seasonal or random rainfall patterns. The parameters of the rainfall model are then fitted using data from Bamako, Mali, and Mbita, Kenya, to evaluate release strategies in similar climatic conditions. Results In landscapes with abundant resources and large mosquito populations the spread of a DEG is reliable, irrespective of variability in rainfall. This study thus focuses mainly on landscapes with low density mosquito populations where the spread of a DEG may be sensitive to variation in rainfall. It is found that an introduced DEG will spread into its target population more reliably in wet conditions, yet an established DEG will have more impact in dry conditions. In strongly seasonal environments, it is thus preferable to release DEGs at the onset of a wet season to maximize their spread before the following dry season. If the variability in rainfall has a substantial random component, there is a net increase in the probability that a DEG release will lead to population extinction, due to the increased impact of a DEG which manages to establish in these conditions. For Bamako, where annual rainfall patterns are characterized by a long dry season, it is optimal to release a DEG at the start of the wet season, where the population is growing ... Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Malaria Journal 17 1 |
institution |
Open Polar |
collection |
Directory of Open Access Journals: DOAJ Articles |
op_collection_id |
ftdoajarticles |
language |
English |
topic |
Anopheles Rainfall Homing endonucleases Epidemiology Vector control Climate-modelling Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 |
spellingShingle |
Anopheles Rainfall Homing endonucleases Epidemiology Vector control Climate-modelling Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 Ben Lambert Ace North Austin Burt H. Charles J. Godfray The use of driving endonuclease genes to suppress mosquito vectors of malaria in temporally variable environments |
topic_facet |
Anopheles Rainfall Homing endonucleases Epidemiology Vector control Climate-modelling Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 |
description |
Abstract Background The use of gene drive systems to manipulate populations of malaria vectors is currently being investigated as a method of malaria control. One potential system uses driving endonuclease genes (DEGs) to spread genes that impose a genetic load. Previously, models have shown that the introduction of DEG-bearing mosquitoes could suppress or even extinguish vector populations in spatially-heterogeneous environments which were constant over time. In this study, a stochastic spatially-explicit model of mosquito ecology is combined with a rainfall model which enables the generation of a variety of daily precipitation patterns. The model is then used to investigate how releases of a DEG that cause a bias in population sex ratios towards males are affected by seasonal or random rainfall patterns. The parameters of the rainfall model are then fitted using data from Bamako, Mali, and Mbita, Kenya, to evaluate release strategies in similar climatic conditions. Results In landscapes with abundant resources and large mosquito populations the spread of a DEG is reliable, irrespective of variability in rainfall. This study thus focuses mainly on landscapes with low density mosquito populations where the spread of a DEG may be sensitive to variation in rainfall. It is found that an introduced DEG will spread into its target population more reliably in wet conditions, yet an established DEG will have more impact in dry conditions. In strongly seasonal environments, it is thus preferable to release DEGs at the onset of a wet season to maximize their spread before the following dry season. If the variability in rainfall has a substantial random component, there is a net increase in the probability that a DEG release will lead to population extinction, due to the increased impact of a DEG which manages to establish in these conditions. For Bamako, where annual rainfall patterns are characterized by a long dry season, it is optimal to release a DEG at the start of the wet season, where the population is growing ... |
format |
Article in Journal/Newspaper |
author |
Ben Lambert Ace North Austin Burt H. Charles J. Godfray |
author_facet |
Ben Lambert Ace North Austin Burt H. Charles J. Godfray |
author_sort |
Ben Lambert |
title |
The use of driving endonuclease genes to suppress mosquito vectors of malaria in temporally variable environments |
title_short |
The use of driving endonuclease genes to suppress mosquito vectors of malaria in temporally variable environments |
title_full |
The use of driving endonuclease genes to suppress mosquito vectors of malaria in temporally variable environments |
title_fullStr |
The use of driving endonuclease genes to suppress mosquito vectors of malaria in temporally variable environments |
title_full_unstemmed |
The use of driving endonuclease genes to suppress mosquito vectors of malaria in temporally variable environments |
title_sort |
use of driving endonuclease genes to suppress mosquito vectors of malaria in temporally variable environments |
publisher |
BMC |
publishDate |
2018 |
url |
https://doi.org/10.1186/s12936-018-2259-8 https://doaj.org/article/91d2ed3a03ef4348849e5f460e806484 |
geographic |
Arctic |
geographic_facet |
Arctic |
genre |
Arctic |
genre_facet |
Arctic |
op_source |
Malaria Journal, Vol 17, Iss 1, Pp 1-14 (2018) |
op_relation |
http://link.springer.com/article/10.1186/s12936-018-2259-8 https://doaj.org/toc/1475-2875 doi:10.1186/s12936-018-2259-8 1475-2875 https://doaj.org/article/91d2ed3a03ef4348849e5f460e806484 |
op_doi |
https://doi.org/10.1186/s12936-018-2259-8 |
container_title |
Malaria Journal |
container_volume |
17 |
container_issue |
1 |
_version_ |
1766347436754731008 |