Resurgence of malaria infection after mass treatment: a simulation study

Abstract Background Field studies are evaluating if mass drug administration (MDA) might shorten the time to elimination of Plasmodium falciparum malaria, when vector control measures and reactive surveillance strategies are scaled-up. A concern with this strategy is that there may be resurgence of...

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Published in:Malaria Journal
Main Authors: Thomas A. Smith, Peter Pemberton-Ross, Melissa A. Penny, Nakul Chitnis
Format: Article in Journal/Newspaper
Language:English
Published: BMC 2019
Subjects:
Online Access:https://doi.org/10.1186/s12936-019-3019-0
https://doaj.org/article/2ca845437195446b859ac9a32beb8512
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spelling ftdoajarticles:oai:doaj.org/article:2ca845437195446b859ac9a32beb8512 2023-05-15T15:14:30+02:00 Resurgence of malaria infection after mass treatment: a simulation study Thomas A. Smith Peter Pemberton-Ross Melissa A. Penny Nakul Chitnis 2019-12-01T00:00:00Z https://doi.org/10.1186/s12936-019-3019-0 https://doaj.org/article/2ca845437195446b859ac9a32beb8512 EN eng BMC https://doi.org/10.1186/s12936-019-3019-0 https://doaj.org/toc/1475-2875 doi:10.1186/s12936-019-3019-0 1475-2875 https://doaj.org/article/2ca845437195446b859ac9a32beb8512 Malaria Journal, Vol 18, Iss 1, Pp 1-15 (2019) Plasmodium falciparum Simulation Elimination Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 article 2019 ftdoajarticles https://doi.org/10.1186/s12936-019-3019-0 2022-12-31T15:19:16Z Abstract Background Field studies are evaluating if mass drug administration (MDA) might shorten the time to elimination of Plasmodium falciparum malaria, when vector control measures and reactive surveillance strategies are scaled-up. A concern with this strategy is that there may be resurgence of transmission following MDA. Methods A conceptual model was developed to classify possible outcomes of an initial period of MDA, followed by continuously implementing other interventions. The classification considered whether elimination or a new endemic stable state is achieved, and whether changes are rapid, transient, or gradual. These categories were informed by stability analyses of simple models of vector control, case management, and test-and-treat interventions. Individual-based stochastic models of malaria transmission (OpenMalaria) were then used to estimate the probability and likely rates of resurgence in realistic settings. Effects of concurrent interventions, including routine case management and test-and-treat strategies were investigated. Results Analysis of the conceptual models suggest resurgence will occur after MDA unless transmission potential is very low, or the post-MDA prevalence falls below a threshold, which depends on both transmission potential and on the induction of bistability. Importation rates are important only when this threshold is very low. In most OpenMalaria simulations the approximately stable state achieved at the end of the simulations was independent of inclusion of MDA and the final state was unaffected by importation of infections at plausible rates. Elimination occurred only with high effective coverage of case management, low initial prevalence, and high intensity test-and-treat. High coverage of case management but not by test-and-treat induced bistability. Where resurgence occurred, its rate depended mainly on transmission potential (not treatment rates). Conclusions A short burst of high impact MDA is likely to be followed by resurgence. To avert resurgence, concomitant ... Article in Journal/Newspaper Arctic Directory of Open Access Journals: DOAJ Articles Arctic Malaria Journal 18 1
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Plasmodium falciparum
Simulation
Elimination
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
spellingShingle Plasmodium falciparum
Simulation
Elimination
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
Thomas A. Smith
Peter Pemberton-Ross
Melissa A. Penny
Nakul Chitnis
Resurgence of malaria infection after mass treatment: a simulation study
topic_facet Plasmodium falciparum
Simulation
Elimination
Arctic medicine. Tropical medicine
RC955-962
Infectious and parasitic diseases
RC109-216
description Abstract Background Field studies are evaluating if mass drug administration (MDA) might shorten the time to elimination of Plasmodium falciparum malaria, when vector control measures and reactive surveillance strategies are scaled-up. A concern with this strategy is that there may be resurgence of transmission following MDA. Methods A conceptual model was developed to classify possible outcomes of an initial period of MDA, followed by continuously implementing other interventions. The classification considered whether elimination or a new endemic stable state is achieved, and whether changes are rapid, transient, or gradual. These categories were informed by stability analyses of simple models of vector control, case management, and test-and-treat interventions. Individual-based stochastic models of malaria transmission (OpenMalaria) were then used to estimate the probability and likely rates of resurgence in realistic settings. Effects of concurrent interventions, including routine case management and test-and-treat strategies were investigated. Results Analysis of the conceptual models suggest resurgence will occur after MDA unless transmission potential is very low, or the post-MDA prevalence falls below a threshold, which depends on both transmission potential and on the induction of bistability. Importation rates are important only when this threshold is very low. In most OpenMalaria simulations the approximately stable state achieved at the end of the simulations was independent of inclusion of MDA and the final state was unaffected by importation of infections at plausible rates. Elimination occurred only with high effective coverage of case management, low initial prevalence, and high intensity test-and-treat. High coverage of case management but not by test-and-treat induced bistability. Where resurgence occurred, its rate depended mainly on transmission potential (not treatment rates). Conclusions A short burst of high impact MDA is likely to be followed by resurgence. To avert resurgence, concomitant ...
format Article in Journal/Newspaper
author Thomas A. Smith
Peter Pemberton-Ross
Melissa A. Penny
Nakul Chitnis
author_facet Thomas A. Smith
Peter Pemberton-Ross
Melissa A. Penny
Nakul Chitnis
author_sort Thomas A. Smith
title Resurgence of malaria infection after mass treatment: a simulation study
title_short Resurgence of malaria infection after mass treatment: a simulation study
title_full Resurgence of malaria infection after mass treatment: a simulation study
title_fullStr Resurgence of malaria infection after mass treatment: a simulation study
title_full_unstemmed Resurgence of malaria infection after mass treatment: a simulation study
title_sort resurgence of malaria infection after mass treatment: a simulation study
publisher BMC
publishDate 2019
url https://doi.org/10.1186/s12936-019-3019-0
https://doaj.org/article/2ca845437195446b859ac9a32beb8512
geographic Arctic
geographic_facet Arctic
genre Arctic
genre_facet Arctic
op_source Malaria Journal, Vol 18, Iss 1, Pp 1-15 (2019)
op_relation https://doi.org/10.1186/s12936-019-3019-0
https://doaj.org/toc/1475-2875
doi:10.1186/s12936-019-3019-0
1475-2875
https://doaj.org/article/2ca845437195446b859ac9a32beb8512
op_doi https://doi.org/10.1186/s12936-019-3019-0
container_title Malaria Journal
container_volume 18
container_issue 1
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