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Human footprint is associated with shifts in the assemblages of major vector-borne diseases
Predicting how increasing intensity of human–environment interactions affects pathogen transmission is essential to anticipate changing disease risks and identify appropriate mitigation strategies. Vector-borne diseases (VBDs) are highly responsive to environmental changes, but such responses are no...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10399301/ https://www.ncbi.nlm.nih.gov/pubmed/37538395 http://dx.doi.org/10.1038/s41893-023-01080-1 |
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author | Skinner, Eloise B. Glidden, Caroline K. MacDonald, Andrew J. Mordecai, Erin A. |
author_facet | Skinner, Eloise B. Glidden, Caroline K. MacDonald, Andrew J. Mordecai, Erin A. |
author_sort | Skinner, Eloise B. |
collection | PubMed |
description | Predicting how increasing intensity of human–environment interactions affects pathogen transmission is essential to anticipate changing disease risks and identify appropriate mitigation strategies. Vector-borne diseases (VBDs) are highly responsive to environmental changes, but such responses are notoriously difficult to isolate because pathogen transmission depends on a suite of ecological and social responses in vectors and hosts that may differ across species. Here we use the emerging tools of cumulative pressure mapping and machine learning to better understand how the occurrence of six medically important VBDs, differing in ecology from sylvatic to urban, respond to multidimensional effects of human pressure. We find that not only is human footprint—an index of human pressure, incorporating built environments, energy and transportation infrastructure, agricultural lands and human population density—an important predictor of VBD occurrence, but there are clear thresholds governing the occurrence of different VBDs. Across a spectrum of human pressure, diseases associated with lower human pressure, including malaria, cutaneous leishmaniasis and visceral leishmaniasis, give way to diseases associated with high human pressure, such as dengue, chikungunya and Zika. These heterogeneous responses of VBDs to human pressure highlight thresholds of land-use transitions that may lead to abrupt shifts in infectious disease burdens and public health needs. |
format | Online Article Text |
id | pubmed-10399301 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
record_format | MEDLINE/PubMed |
spelling | pubmed-103993012023-08-03 Human footprint is associated with shifts in the assemblages of major vector-borne diseases Skinner, Eloise B. Glidden, Caroline K. MacDonald, Andrew J. Mordecai, Erin A. Nat Sustain Article Predicting how increasing intensity of human–environment interactions affects pathogen transmission is essential to anticipate changing disease risks and identify appropriate mitigation strategies. Vector-borne diseases (VBDs) are highly responsive to environmental changes, but such responses are notoriously difficult to isolate because pathogen transmission depends on a suite of ecological and social responses in vectors and hosts that may differ across species. Here we use the emerging tools of cumulative pressure mapping and machine learning to better understand how the occurrence of six medically important VBDs, differing in ecology from sylvatic to urban, respond to multidimensional effects of human pressure. We find that not only is human footprint—an index of human pressure, incorporating built environments, energy and transportation infrastructure, agricultural lands and human population density—an important predictor of VBD occurrence, but there are clear thresholds governing the occurrence of different VBDs. Across a spectrum of human pressure, diseases associated with lower human pressure, including malaria, cutaneous leishmaniasis and visceral leishmaniasis, give way to diseases associated with high human pressure, such as dengue, chikungunya and Zika. These heterogeneous responses of VBDs to human pressure highlight thresholds of land-use transitions that may lead to abrupt shifts in infectious disease burdens and public health needs. 2023-06 2023-03-13 /pmc/articles/PMC10399301/ /pubmed/37538395 http://dx.doi.org/10.1038/s41893-023-01080-1 Text en https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . Reprints and permissions information is available at www.nature.com/reprints (http://www.nature.com/reprints) . |
spellingShingle | Article Skinner, Eloise B. Glidden, Caroline K. MacDonald, Andrew J. Mordecai, Erin A. Human footprint is associated with shifts in the assemblages of major vector-borne diseases |
title | Human footprint is associated with shifts in the assemblages of major vector-borne diseases |
title_full | Human footprint is associated with shifts in the assemblages of major vector-borne diseases |
title_fullStr | Human footprint is associated with shifts in the assemblages of major vector-borne diseases |
title_full_unstemmed | Human footprint is associated with shifts in the assemblages of major vector-borne diseases |
title_short | Human footprint is associated with shifts in the assemblages of major vector-borne diseases |
title_sort | human footprint is associated with shifts in the assemblages of major vector-borne diseases |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10399301/ https://www.ncbi.nlm.nih.gov/pubmed/37538395 http://dx.doi.org/10.1038/s41893-023-01080-1 |
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