A model for assessing the quantitative effects of heterogeneous affinity in malaria transmission along with Ivermectin mass administration
Autor(a) principal: | |
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Data de Publicação: | 2020 |
Outros Autores: | , , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
Texto Completo: | http://hdl.handle.net/10071/21137 |
Resumo: | Using an agent-based model of malaria, we present numerical evidence that in communities of individuals having an affinity varying within a broad range of values, disease transmission may increase up to 300%. Moreover, our findings provide new insight into how to combine different strategies for the prevention of malaria transmission. In particular, we uncover a relationship between the level of heterogeneity and the level of conventional and unconventional anti-malarial drug administration (ivermectin and gametocidal agents), which, when taken together, will define a control parameter, tuning between disease persistence and elimination. Finally, we also provide evidence that the entomological inoculation rate, as well as the product between parasite and sporozoite rates are both good indicators of malaria incidence in the presence of heterogeneity in disease transmission and may configure a possible improvement in that setting, upon classical standard measures such as the basic reproductive number. |
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Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
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7160 |
spelling |
A model for assessing the quantitative effects of heterogeneous affinity in malaria transmission along with Ivermectin mass administrationMalaria transmissionR0EIRHeterogeneityHotspotsIvermectinUsing an agent-based model of malaria, we present numerical evidence that in communities of individuals having an affinity varying within a broad range of values, disease transmission may increase up to 300%. Moreover, our findings provide new insight into how to combine different strategies for the prevention of malaria transmission. In particular, we uncover a relationship between the level of heterogeneity and the level of conventional and unconventional anti-malarial drug administration (ivermectin and gametocidal agents), which, when taken together, will define a control parameter, tuning between disease persistence and elimination. Finally, we also provide evidence that the entomological inoculation rate, as well as the product between parasite and sporozoite rates are both good indicators of malaria incidence in the presence of heterogeneity in disease transmission and may configure a possible improvement in that setting, upon classical standard measures such as the basic reproductive number.MDPI2021-01-07T10:19:48Z2020-01-01T00:00:00Z20202021-01-07T10:05:49Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10071/21137eng2076-341710.3390/app10238696Sequeira, J.Louçã, J.Mendes, A. M.Lind, P. G.info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-07-07T02:45:02Zoai:repositorio.iscte-iul.pt:10071/21137Portal AgregadorONGhttps://www.rcaap.pt/oai/openairemluisa.alvim@gmail.comopendoar:71602024-07-07T02:45:02Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse |
dc.title.none.fl_str_mv |
A model for assessing the quantitative effects of heterogeneous affinity in malaria transmission along with Ivermectin mass administration |
title |
A model for assessing the quantitative effects of heterogeneous affinity in malaria transmission along with Ivermectin mass administration |
spellingShingle |
A model for assessing the quantitative effects of heterogeneous affinity in malaria transmission along with Ivermectin mass administration Sequeira, J. Malaria transmission R0 EIR Heterogeneity Hotspots Ivermectin |
title_short |
A model for assessing the quantitative effects of heterogeneous affinity in malaria transmission along with Ivermectin mass administration |
title_full |
A model for assessing the quantitative effects of heterogeneous affinity in malaria transmission along with Ivermectin mass administration |
title_fullStr |
A model for assessing the quantitative effects of heterogeneous affinity in malaria transmission along with Ivermectin mass administration |
title_full_unstemmed |
A model for assessing the quantitative effects of heterogeneous affinity in malaria transmission along with Ivermectin mass administration |
title_sort |
A model for assessing the quantitative effects of heterogeneous affinity in malaria transmission along with Ivermectin mass administration |
author |
Sequeira, J. |
author_facet |
Sequeira, J. Louçã, J. Mendes, A. M. Lind, P. G. |
author_role |
author |
author2 |
Louçã, J. Mendes, A. M. Lind, P. G. |
author2_role |
author author author |
dc.contributor.author.fl_str_mv |
Sequeira, J. Louçã, J. Mendes, A. M. Lind, P. G. |
dc.subject.por.fl_str_mv |
Malaria transmission R0 EIR Heterogeneity Hotspots Ivermectin |
topic |
Malaria transmission R0 EIR Heterogeneity Hotspots Ivermectin |
description |
Using an agent-based model of malaria, we present numerical evidence that in communities of individuals having an affinity varying within a broad range of values, disease transmission may increase up to 300%. Moreover, our findings provide new insight into how to combine different strategies for the prevention of malaria transmission. In particular, we uncover a relationship between the level of heterogeneity and the level of conventional and unconventional anti-malarial drug administration (ivermectin and gametocidal agents), which, when taken together, will define a control parameter, tuning between disease persistence and elimination. Finally, we also provide evidence that the entomological inoculation rate, as well as the product between parasite and sporozoite rates are both good indicators of malaria incidence in the presence of heterogeneity in disease transmission and may configure a possible improvement in that setting, upon classical standard measures such as the basic reproductive number. |
publishDate |
2020 |
dc.date.none.fl_str_mv |
2020-01-01T00:00:00Z 2020 2021-01-07T10:19:48Z 2021-01-07T10:05:49Z |
dc.type.status.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
http://hdl.handle.net/10071/21137 |
url |
http://hdl.handle.net/10071/21137 |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
2076-3417 10.3390/app10238696 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
MDPI |
publisher.none.fl_str_mv |
MDPI |
dc.source.none.fl_str_mv |
reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação instacron:RCAAP |
instname_str |
Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
instacron_str |
RCAAP |
institution |
RCAAP |
reponame_str |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
collection |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) |
repository.name.fl_str_mv |
Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação |
repository.mail.fl_str_mv |
mluisa.alvim@gmail.com |
_version_ |
1817546310372294656 |