Cargando…
Transmission Intensity and Drug Resistance in Malaria Population Dynamics: Implications for Climate Change
Although the spread of drug resistance and the influence of climate change on malaria are most often considered separately, these factors have the potential to interact through altered levels of transmission intensity. The influence of transmission intensity on the evolution of drug resistance has b...
Autores principales: | , , |
---|---|
Formato: | Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2010
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2965653/ https://www.ncbi.nlm.nih.gov/pubmed/21060886 http://dx.doi.org/10.1371/journal.pone.0013588 |
_version_ | 1782189518535786496 |
---|---|
author | Artzy-Randrup, Yael Alonso, David Pascual, Mercedes |
author_facet | Artzy-Randrup, Yael Alonso, David Pascual, Mercedes |
author_sort | Artzy-Randrup, Yael |
collection | PubMed |
description | Although the spread of drug resistance and the influence of climate change on malaria are most often considered separately, these factors have the potential to interact through altered levels of transmission intensity. The influence of transmission intensity on the evolution of drug resistance has been addressed in theoretical studies from a population genetics' perspective; less is known however on how epidemiological dynamics at the population level modulates this influence. We ask from a theoretical perspective, whether population dynamics can explain non-trivial, non-monotonic, patterns of treatment failure with transmission intensity, and, if so, under what conditions. We then address the implications of warmer temperatures in an East African highland, where, as in other similar regions at the altitudinal edge of malaria's distribution, there has been a pronounced increase of cases from the 1970s to the 1990s. Our theoretical analyses, with a transmission model that includes different levels of immunity, demonstrate that an increase in transmission beyond a threshold can lead to a decrease in drug resistance, as previously shown [1], but that a second threshold may occur and lead to the re-establishment of drug resistance. Estimates of the increase in transmission intensity from the 1970s to the 1990s for the Kenyan time series, obtained by fitting the two-stage version of the model with an explicit representation of vector dynamics, suggest that warmer temperatures are likely to have moved the system towards the first threshold, and in so doing, to have promoted the faster spread of drug resistance. Climate change and drug resistance can interact and need not be considered as alternative explanations for trends in disease incidence in this region. Non-monotonic patterns of treatment failure with transmission intensity similar to those described as the ‘valley phenomenon’ for Uganda can result from epidemiological dynamics but under poorly understood assumptions. |
format | Text |
id | pubmed-2965653 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2010 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-29656532010-11-08 Transmission Intensity and Drug Resistance in Malaria Population Dynamics: Implications for Climate Change Artzy-Randrup, Yael Alonso, David Pascual, Mercedes PLoS One Research Article Although the spread of drug resistance and the influence of climate change on malaria are most often considered separately, these factors have the potential to interact through altered levels of transmission intensity. The influence of transmission intensity on the evolution of drug resistance has been addressed in theoretical studies from a population genetics' perspective; less is known however on how epidemiological dynamics at the population level modulates this influence. We ask from a theoretical perspective, whether population dynamics can explain non-trivial, non-monotonic, patterns of treatment failure with transmission intensity, and, if so, under what conditions. We then address the implications of warmer temperatures in an East African highland, where, as in other similar regions at the altitudinal edge of malaria's distribution, there has been a pronounced increase of cases from the 1970s to the 1990s. Our theoretical analyses, with a transmission model that includes different levels of immunity, demonstrate that an increase in transmission beyond a threshold can lead to a decrease in drug resistance, as previously shown [1], but that a second threshold may occur and lead to the re-establishment of drug resistance. Estimates of the increase in transmission intensity from the 1970s to the 1990s for the Kenyan time series, obtained by fitting the two-stage version of the model with an explicit representation of vector dynamics, suggest that warmer temperatures are likely to have moved the system towards the first threshold, and in so doing, to have promoted the faster spread of drug resistance. Climate change and drug resistance can interact and need not be considered as alternative explanations for trends in disease incidence in this region. Non-monotonic patterns of treatment failure with transmission intensity similar to those described as the ‘valley phenomenon’ for Uganda can result from epidemiological dynamics but under poorly understood assumptions. Public Library of Science 2010-10-26 /pmc/articles/PMC2965653/ /pubmed/21060886 http://dx.doi.org/10.1371/journal.pone.0013588 Text en Artzy-Randrup et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Artzy-Randrup, Yael Alonso, David Pascual, Mercedes Transmission Intensity and Drug Resistance in Malaria Population Dynamics: Implications for Climate Change |
title | Transmission Intensity and Drug Resistance in Malaria Population Dynamics: Implications for Climate Change |
title_full | Transmission Intensity and Drug Resistance in Malaria Population Dynamics: Implications for Climate Change |
title_fullStr | Transmission Intensity and Drug Resistance in Malaria Population Dynamics: Implications for Climate Change |
title_full_unstemmed | Transmission Intensity and Drug Resistance in Malaria Population Dynamics: Implications for Climate Change |
title_short | Transmission Intensity and Drug Resistance in Malaria Population Dynamics: Implications for Climate Change |
title_sort | transmission intensity and drug resistance in malaria population dynamics: implications for climate change |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2965653/ https://www.ncbi.nlm.nih.gov/pubmed/21060886 http://dx.doi.org/10.1371/journal.pone.0013588 |
work_keys_str_mv | AT artzyrandrupyael transmissionintensityanddrugresistanceinmalariapopulationdynamicsimplicationsforclimatechange AT alonsodavid transmissionintensityanddrugresistanceinmalariapopulationdynamicsimplicationsforclimatechange AT pascualmercedes transmissionintensityanddrugresistanceinmalariapopulationdynamicsimplicationsforclimatechange |