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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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 |
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Directory of Open Access Journals: DOAJ Articles |
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English |
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Plasmodium falciparum Simulation Elimination Arctic medicine. Tropical medicine RC955-962 Infectious and parasitic diseases RC109-216 |
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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 |
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18 |
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1 |
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1766344939906531328 |