A meta-analysis on global change drivers and the risk of infectious disease.


Journal

Nature
ISSN: 1476-4687
Titre abrégé: Nature
Pays: England
ID NLM: 0410462

Informations de publication

Date de publication:
08 May 2024
Historique:
received: 02 08 2022
accepted: 03 04 2024
medline: 9 5 2024
pubmed: 9 5 2024
entrez: 8 5 2024
Statut: aheadofprint

Résumé

Anthropogenic change is contributing to the rise in emerging infectious diseases, which are significantly correlated with socioeconomic, environmental and ecological factors

Identifiants

pubmed: 38720068
doi: 10.1038/s41586-024-07380-6
pii: 10.1038/s41586-024-07380-6
doi:

Types de publication

Journal Article

Langues

eng

Sous-ensembles de citation

IM

Informations de copyright

© 2024. The Author(s), under exclusive licence to Springer Nature Limited.

Références

Jones, K. E. et al. Global trends in emerging infectious diseases. Nature 451, 990–994 (2008).
doi: 10.1038/nature06536 pubmed: 18288193 pmcid: 5960580
Civitello, D. J. et al. Biodiversity inhibits parasites: broad evidence for the dilution effect. Proc. Natl Acad. Sci USA 112, 8667–8671 (2015).
doi: 10.1073/pnas.1506279112 pubmed: 26069208 pmcid: 4507196
Halliday, F. W., Rohr, J. R. & Laine, A.-L. Biodiversity loss underlies the dilution effect of biodiversity. Ecol. Lett. 23, 1611–1622 (2020).
doi: 10.1111/ele.13590 pubmed: 32808427 pmcid: 7693066
Rohr, J. R. et al. Towards common ground in the biodiversity–disease debate. Nat. Ecol. Evol. 4, 24–33 (2020).
doi: 10.1038/s41559-019-1060-6 pubmed: 31819238
Johnson, P. T. J., Ostfeld, R. S. & Keesing, F. Frontiers in research on biodiversity and disease. Ecol. Lett. 18, 1119–1133 (2015).
doi: 10.1111/ele.12479 pubmed: 26261049 pmcid: 4860816
Keesing, F. et al. Impacts of biodiversity on the emergence and transmission of infectious diseases. Nature 468, 647–652 (2010).
doi: 10.1038/nature09575 pubmed: 21124449 pmcid: 7094913
Cohen, J. M., Sauer, E. L., Santiago, O., Spencer, S. & Rohr, J. R. Divergent impacts of warming weather on wildlife disease risk across climates. Science 370, eabb1702 (2020).
doi: 10.1126/science.abb1702 pubmed: 33214248 pmcid: 8588056
Rohr, J. R. et al. Frontiers in climate change-disease research. Trends Ecol. Evol. 26, 270–277 (2011).
doi: 10.1016/j.tree.2011.03.002 pubmed: 21481487 pmcid: 3374867
Altizer, S., Ostfeld, R. S., Johnson, P. T. J., Kutz, S. & Harvell, C. D. Climate change and infectious diseases: from evidence to a predictive framework. Science 341, 514–519 (2013).
doi: 10.1126/science.1239401 pubmed: 23908230
Rohr, J. R. & Cohen, J. M. Understanding how temperature shifts could impact infectious disease. PLoS Biol. 18, e3000938 (2020).
doi: 10.1371/journal.pbio.3000938 pubmed: 33232316 pmcid: 7685459
Carlson, C. J. et al. Climate change increases cross-species viral transmission risk. Nature 607, 555–562 (2022).
doi: 10.1038/s41586-022-04788-w pubmed: 35483403
Halstead, N. T. et al. Agrochemicals increase risk of human schistosomiasis by supporting higher densities of intermediate hosts. Nat. Commun. 9, 837 (2018).
doi: 10.1038/s41467-018-03189-w pubmed: 29483531 pmcid: 5826950
Martin, L. B., Hopkins, W. A., Mydlarz, L. D. & Rohr, J. R. The effects of anthropogenic global changes on immune functions and disease resistance. Ann. N. Y. Acad. Sci. 1195, 129–148 (2010).
Rumschlag, S. L. et al. Effects of pesticides on exposure and susceptibility to parasites can be generalised to pesticide class and type in aquatic communities. Ecol. Lett. 22, 962–972 (2019).
doi: 10.1111/ele.13253 pubmed: 30895712 pmcid: 6483824
Allan, B. F., Keesing, F. & Ostfeld, R. S. Effect of forest fragmentation on Lyme disease risk. Conserv. Biol. 17, 267–272 (2003).
doi: 10.1046/j.1523-1739.2003.01260.x
Brearley, G. et al. Wildlife disease prevalence in human‐modified landscapes. Biol. Rev. 88, 427–442 (2013).
doi: 10.1111/brv.12009 pubmed: 23279314
Rohr, J. R. et al. Emerging human infectious diseases and the links to global food production. Nat. Sustain. 2, 445–456 (2019).
doi: 10.1038/s41893-019-0293-3 pubmed: 32219187 pmcid: 7091874
Bradley, C. A. & Altizer, S. Urbanization and the ecology of wildlife diseases. Trends Ecol. Evol. 22, 95–102 (2007).
doi: 10.1016/j.tree.2006.11.001 pubmed: 17113678
Allen, T. et al. Global hotspots and correlates of emerging zoonotic diseases. Nat. Commun. 8, 1124 (2017).
doi: 10.1038/s41467-017-00923-8 pubmed: 29066781 pmcid: 5654761
Sokolow, S. H. et al. Ecological and socioeconomic factors associated with the human burden of environmentally mediated pathogens: a global analysis. Lancet Planet. Health 6, e870–e879 (2022).
doi: 10.1016/S2542-5196(22)00248-0 pubmed: 36370725 pmcid: 9669458
Young, H. S., Parker, I. M., Gilbert, G. S., Guerra, A. S. & Nunn, C. L. Introduced species, disease ecology, and biodiversity–disease relationships. Trends Ecol. Evol. 32, 41–54 (2017).
doi: 10.1016/j.tree.2016.09.008 pubmed: 28029377
Barouki, R. et al. The COVID-19 pandemic and global environmental change: emerging research needs. Environ. Int. 146, 106272 (2021).
doi: 10.1016/j.envint.2020.106272 pubmed: 33238229
Nova, N., Athni, T. S., Childs, M. L., Mandle, L. & Mordecai, E. A. Global change and emerging infectious diseases. Ann. Rev. Resour. Econ. 14, 333–354 (2021).
doi: 10.1146/annurev-resource-111820-024214
Zhang, L. et al. Biological invasions facilitate zoonotic disease emergences. Nat. Commun. 13, 1762 (2022).
doi: 10.1038/s41467-022-29378-2 pubmed: 35365665 pmcid: 8975888
Olival, K. J. et al. Host and viral traits predict zoonotic spillover from mammals. Nature 546, 646–650 (2017).
doi: 10.1038/nature22975 pubmed: 28636590 pmcid: 5570460
Guth, S. et al. Bats host the most virulent—but not the most dangerous—zoonotic viruses. Proc. Natl Acad. Sci. USA 119, e2113628119 (2022).
doi: 10.1073/pnas.2113628119 pubmed: 35349342 pmcid: 9168486
Nelson, G. C. et al. in Ecosystems and Human Well-Being (Millennium Ecosystem Assessment) Vol. 2 (eds Rola, A. et al) Ch. 7, 172–222 (Island Press, 2005).
Read, A. F., Graham, A. L. & Raberg, L. Animal defenses against infectious agents: is damage control more important than pathogen control? PLoS Biol. 6, 2638–2641 (2008).
doi: 10.1371/journal.pbio.1000004
Medzhitov, R., Schneider, D. S. & Soares, M. P. Disease tolerance as a defense strategy. Science 335, 936–941 (2012).
doi: 10.1126/science.1214935 pubmed: 22363001 pmcid: 3564547
Torchin, M. E. & Mitchell, C. E. Parasites, pathogens, and invasions by plants and animals. Front. Ecol. Environ. 2, 183–190 (2004).
doi: 10.1890/1540-9295(2004)002[0183:PPAIBP]2.0.CO;2
Bellay, S., de Oliveira, E. F., Almeida-Neto, M. & Takemoto, R. M. Ectoparasites are more vulnerable to host extinction than co-occurring endoparasites: evidence from metazoan parasites of freshwater and marine fishes. Hydrobiologia 847, 2873–2882 (2020).
doi: 10.1007/s10750-020-04279-x
Scheffer, M. Critical Transitions in Nature and Society Vol. 16 (Princeton Univ. Press, 2020).
Rohr, J. R. et al. A planetary health innovation for disease, food and water challenges in Africa. Nature 619, 782–787 (2023).
doi: 10.1038/s41586-023-06313-z pubmed: 37438520
Reaser, J. K., Witt, A., Tabor, G. M., Hudson, P. J. & Plowright, R. K. Ecological countermeasures for preventing zoonotic disease outbreaks: when ecological restoration is a human health imperative. Restor. Ecol. 29, e13357 (2021).
doi: 10.1111/rec.13357 pubmed: 33785998 pmcid: 7995086
Hopkins, S. R. et al. Evidence gaps and diversity among potential win–win solutions for conservation and human infectious disease control. Lancet Planet. Health 6, e694–e705 (2022).
doi: 10.1016/S2542-5196(22)00148-6 pubmed: 35932789 pmcid: 9364143
Mitchell, C. E. & Power, A. G. Release of invasive plants from fungal and viral pathogens. Nature 421, 625–627 (2003).
doi: 10.1038/nature01317 pubmed: 12571594
Chamberlain, S. A. & Szöcs, E. taxize: taxonomic search and retrieval in R. F1000Research 2, 191 (2013).
Newman, M. Fundamentals of Ecotoxicology (CRC Press/Taylor & Francis Group, 2010).
Rohatgi, A. WebPlotDigitizer v.4.5 (2021); automeris.io/WebPlotDigitizer .
Lüdecke, D. esc: effect size computation for meta analysis (version 0.5.1). Zenodo https://doi.org/10.5281/zenodo.1249218 (2019).
Lipsey, M. W. & Wilson, D. B. Practical Meta-Analysis (SAGE, 2001).
R Core Team. R: A Language and Environment for Statistical Computing Vol. 2022 (R Foundation for Statistical Computing, 2020); www.R-project.org/ .
Viechtbauer, W. Conducting meta-analyses in R with the metafor package. J. Stat. Softw. 36, 1–48 (2010).
doi: 10.18637/jss.v036.i03
Pustejovsky, J. E. & Tipton, E. Meta-analysis with robust variance estimation: Expanding the range of working models. Prev. Sci. 23, 425–438 (2022).
doi: 10.1007/s11121-021-01246-3 pubmed: 33961175
Lenth, R. emmeans: estimated marginal means, aka least-squares means. R package v.1.5.1 (2020).
Bartoń, K. MuMIn: multi-modal inference. Model selection and model averaging based on information criteria (AICc and alike) (2019).
Burnham, K. P. & Anderson, D. R. Multimodel inference: understanding AIC and BIC in model selection. Sociol. Methods Res. 33, 261–304 (2004).
doi: 10.1177/0049124104268644
Marks‐Anglin, A. & Chen, Y. A historical review of publication bias. Res. Synth. Methods 11, 725–742 (2020).
doi: 10.1002/jrsm.1452 pubmed: 32893970
Nakagawa, S. et al. Methods for testing publication bias in ecological and evolutionary meta‐analyses. Methods Ecol. Evol. 13, 4–21 (2022).
doi: 10.1111/2041-210X.13724
Gurevitch, J., Koricheva, J., Nakagawa, S. & Stewart, G. Meta-analysis and the science of research synthesis. Nature 555, 175–182 (2018).
doi: 10.1038/nature25753 pubmed: 29517004
Bates, D., Mächler, M., Bolker, B. & Walker, S. Fitting linear mixed-effects models using lme4. J. Stat. Softw. 67, 1–48 (2015).
Mahon, M. B. et al. Data and code for ‘A meta-analysis on global change drivers and the risk of infectious disease’. Zenodo https://doi.org/10.5281/zenodo.8169979 (2024).
Mahon, M. B. et al. Data and code for ‘A meta-analysis on global change drivers and the risk of infectious disease’. GitHub github.com/mahonmb/GCDofDisease (2024).

Auteurs

Michael B Mahon (MB)

Department of Biological Sciences, University of Notre Dame, Notre Dame, IN, USA.
Environmental Change Initiative, University of Notre Dame, Notre Dame, IN, USA.

Alexandra Sack (A)

Department of Biological Sciences, University of Notre Dame, Notre Dame, IN, USA.
Eck Institute of Global Health, University of Notre Dame, Notre Dame, IN, USA.

O Alejandro Aleuy (OA)

Department of Biological Sciences, University of Notre Dame, Notre Dame, IN, USA.

Carly Barbera (C)

Department of Biological Sciences, University of Notre Dame, Notre Dame, IN, USA.

Ethan Brown (E)

Department of Biological Sciences, University of Notre Dame, Notre Dame, IN, USA.

Heather Buelow (H)

Department of Biological Sciences, University of Notre Dame, Notre Dame, IN, USA.

David J Civitello (DJ)

Department of Biology, Emory University, Atlanta, GA, USA.

Jeremy M Cohen (JM)

Department of Ecology and Evolutionary Biology, Yale University, New Haven, CT, USA.

Luz A de Wit (LA)

Department of Biological Sciences, University of Notre Dame, Notre Dame, IN, USA.

Meghan Forstchen (M)

Department of Biological Sciences, University of Notre Dame, Notre Dame, IN, USA.
Eck Institute of Global Health, University of Notre Dame, Notre Dame, IN, USA.

Fletcher W Halliday (FW)

Department of Botany and Plant Pathology, Oregon State University, Corvallis, OR, USA.

Patrick Heffernan (P)

Department of Biological Sciences, University of Notre Dame, Notre Dame, IN, USA.

Sarah A Knutie (SA)

Department of Ecology and Evolutionary Biology, Institute for Systems Genomics, University of Connecticut, Storrs, CT, USA.

Alexis Korotasz (A)

Department of Biological Sciences, University of Notre Dame, Notre Dame, IN, USA.

Joanna G Larson (JG)

Department of Biological Sciences, University of Notre Dame, Notre Dame, IN, USA.

Samantha L Rumschlag (SL)

Department of Biological Sciences, University of Notre Dame, Notre Dame, IN, USA.
Environmental Change Initiative, University of Notre Dame, Notre Dame, IN, USA.

Emily Selland (E)

Department of Biological Sciences, University of Notre Dame, Notre Dame, IN, USA.
Eck Institute of Global Health, University of Notre Dame, Notre Dame, IN, USA.

Alexander Shepack (A)

Department of Biological Sciences, University of Notre Dame, Notre Dame, IN, USA.

Nitin Vincent (N)

Department of Biological Sciences, University of Notre Dame, Notre Dame, IN, USA.

Jason R Rohr (JR)

Department of Biological Sciences, University of Notre Dame, Notre Dame, IN, USA. jasonrohr@gmail.com.
Environmental Change Initiative, University of Notre Dame, Notre Dame, IN, USA. jasonrohr@gmail.com.
Eck Institute of Global Health, University of Notre Dame, Notre Dame, IN, USA. jasonrohr@gmail.com.

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