Integrating Transgenic Vector Manipulation with Clinical Interventions to Manage Vector-Borne Diseases.

Many vector-borne diseases lack effective vaccines and medications, and the limitations of traditional vector control have inspired novel approaches based on using genetic engineering to manipulate vector populations and thereby reduce transmission. Yet both the short- and long-term epidemiological...

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Main Authors: Kenichi W Okamoto, Fred Gould, Alun L Lloyd
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2016-03-01
Series:PLoS Computational Biology
Online Access:http://europepmc.org/articles/PMC4786096?pdf=render
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spelling doaj-410db55a00ad4053aacadeab6ba79e632020-11-25T02:28:43ZengPublic Library of Science (PLoS)PLoS Computational Biology1553-734X1553-73582016-03-01123e100469510.1371/journal.pcbi.1004695Integrating Transgenic Vector Manipulation with Clinical Interventions to Manage Vector-Borne Diseases.Kenichi W OkamotoFred GouldAlun L LloydMany vector-borne diseases lack effective vaccines and medications, and the limitations of traditional vector control have inspired novel approaches based on using genetic engineering to manipulate vector populations and thereby reduce transmission. Yet both the short- and long-term epidemiological effects of these transgenic strategies are highly uncertain. If neither vaccines, medications, nor transgenic strategies can by themselves suffice for managing vector-borne diseases, integrating these approaches becomes key. Here we develop a framework to evaluate how clinical interventions (i.e., vaccination and medication) can be integrated with transgenic vector manipulation strategies to prevent disease invasion and reduce disease incidence. We show that the ability of clinical interventions to accelerate disease suppression can depend on the nature of the transgenic manipulation deployed (e.g., whether vector population reduction or replacement is attempted). We find that making a specific, individual strategy highly effective may not be necessary for attaining public-health objectives, provided suitable combinations can be adopted. However, we show how combining only partially effective antimicrobial drugs or vaccination with transgenic vector manipulations that merely temporarily lower vector competence can amplify disease resurgence following transient suppression. Thus, transgenic vector manipulation that cannot be sustained can have adverse consequences-consequences which ineffective clinical interventions can at best only mitigate, and at worst temporarily exacerbate. This result, which arises from differences between the time scale on which the interventions affect disease dynamics and the time scale of host population dynamics, highlights the importance of accounting for the potential delay in the effects of deploying public health strategies on long-term disease incidence. We find that for systems at the disease-endemic equilibrium, even modest perturbations induced by weak interventions can exhibit strong, albeit transient, epidemiological effects. This, together with our finding that under some conditions combining strategies could have transient adverse epidemiological effects suggests that a relatively long time horizon may be necessary to discern the efficacy of alternative intervention strategies.http://europepmc.org/articles/PMC4786096?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Kenichi W Okamoto
Fred Gould
Alun L Lloyd
spellingShingle Kenichi W Okamoto
Fred Gould
Alun L Lloyd
Integrating Transgenic Vector Manipulation with Clinical Interventions to Manage Vector-Borne Diseases.
PLoS Computational Biology
author_facet Kenichi W Okamoto
Fred Gould
Alun L Lloyd
author_sort Kenichi W Okamoto
title Integrating Transgenic Vector Manipulation with Clinical Interventions to Manage Vector-Borne Diseases.
title_short Integrating Transgenic Vector Manipulation with Clinical Interventions to Manage Vector-Borne Diseases.
title_full Integrating Transgenic Vector Manipulation with Clinical Interventions to Manage Vector-Borne Diseases.
title_fullStr Integrating Transgenic Vector Manipulation with Clinical Interventions to Manage Vector-Borne Diseases.
title_full_unstemmed Integrating Transgenic Vector Manipulation with Clinical Interventions to Manage Vector-Borne Diseases.
title_sort integrating transgenic vector manipulation with clinical interventions to manage vector-borne diseases.
publisher Public Library of Science (PLoS)
series PLoS Computational Biology
issn 1553-734X
1553-7358
publishDate 2016-03-01
description Many vector-borne diseases lack effective vaccines and medications, and the limitations of traditional vector control have inspired novel approaches based on using genetic engineering to manipulate vector populations and thereby reduce transmission. Yet both the short- and long-term epidemiological effects of these transgenic strategies are highly uncertain. If neither vaccines, medications, nor transgenic strategies can by themselves suffice for managing vector-borne diseases, integrating these approaches becomes key. Here we develop a framework to evaluate how clinical interventions (i.e., vaccination and medication) can be integrated with transgenic vector manipulation strategies to prevent disease invasion and reduce disease incidence. We show that the ability of clinical interventions to accelerate disease suppression can depend on the nature of the transgenic manipulation deployed (e.g., whether vector population reduction or replacement is attempted). We find that making a specific, individual strategy highly effective may not be necessary for attaining public-health objectives, provided suitable combinations can be adopted. However, we show how combining only partially effective antimicrobial drugs or vaccination with transgenic vector manipulations that merely temporarily lower vector competence can amplify disease resurgence following transient suppression. Thus, transgenic vector manipulation that cannot be sustained can have adverse consequences-consequences which ineffective clinical interventions can at best only mitigate, and at worst temporarily exacerbate. This result, which arises from differences between the time scale on which the interventions affect disease dynamics and the time scale of host population dynamics, highlights the importance of accounting for the potential delay in the effects of deploying public health strategies on long-term disease incidence. We find that for systems at the disease-endemic equilibrium, even modest perturbations induced by weak interventions can exhibit strong, albeit transient, epidemiological effects. This, together with our finding that under some conditions combining strategies could have transient adverse epidemiological effects suggests that a relatively long time horizon may be necessary to discern the efficacy of alternative intervention strategies.
url http://europepmc.org/articles/PMC4786096?pdf=render
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