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Higher-order interactions on disease transmission can reverse the dilution effect or weaken the amplification effect to unimodal pattern

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  • Chen, Shiliang
  • Liu, Xiang
  • He, Qiang
  • Zhou, Shurong

Abstract

Determining whether species richness protects host species against infectious diseases transmission (i.e., dilution effect) within established communities is a core concern of disease ecology. Previous modeling studies have focused on pairwise transmission between hosts, largely ignoring the impact of neighboring species on pathogen transmission. Here, we modified the multi-host susceptible-infected-recovered (SIR) model to investigate the effects of higher-order interactions on the dilution effect. We found that compared with direct transmission, higher-order interactions that impede pathogen transmission can disproportionately decrease disease risk at high species richness levels under additive community assembly and thereby enhance a dilution effect or neutralizing an amplification effect into a unimodal species richness-disease relationship. Conversely, higher-order interactions that promote infection among host neighbors can enlarge an amplification effect and diminish a dilution effect or even reverse it. Higher-order interactions did not affect the emergence of the dilution effect for substitutive community assembly. Our results provide a unified framework for understanding the dilution and amplification effects and emphasize the importance of taking higher-order interactions into account for understanding mechanisms underlying the dilution effect.

Suggested Citation

  • Chen, Shiliang & Liu, Xiang & He, Qiang & Zhou, Shurong, 2022. "Higher-order interactions on disease transmission can reverse the dilution effect or weaken the amplification effect to unimodal pattern," Ecological Modelling, Elsevier, vol. 474(C).
  • Handle: RePEc:eee:ecomod:v:474:y:2022:i:c:s0304380022002575
    DOI: 10.1016/j.ecolmodel.2022.110156
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    1. Jacopo Grilli & György Barabás & Matthew J. Michalska-Smith & Stefano Allesina, 2017. "Higher-order interactions stabilize dynamics in competitive network models," Nature, Nature, vol. 548(7666), pages 210-213, August.
    2. Bradley J. Cardinale & J. Emmett Duffy & Andrew Gonzalez & David U. Hooper & Charles Perrings & Patrick Venail & Anita Narwani & Georgina M. Mace & David Tilman & David A. Wardle & Ann P. Kinzig & Gre, 2012. "Biodiversity loss and its impact on humanity," Nature, Nature, vol. 486(7401), pages 59-67, June.
    3. Pieter T. J. Johnson & Daniel L. Preston & Jason T. Hoverman & Katherine L. D. Richgels, 2013. "Biodiversity decreases disease through predictable changes in host community competence," Nature, Nature, vol. 494(7436), pages 230-233, February.
    4. Youyong Zhu & Hairu Chen & Jinghua Fan & Yunyue Wang & Yan Li & Jianbing Chen & JinXiang Fan & Shisheng Yang & Lingping Hu & Hei Leung & Tom W. Mew & Paul S. Teng & Zonghua Wang & Christopher C. Mundt, 2000. "Genetic diversity and disease control in rice," Nature, Nature, vol. 406(6797), pages 718-722, August.
    5. Jonathan M. Levine & Jordi Bascompte & Peter B. Adler & Stefano Allesina, 2017. "Beyond pairwise mechanisms of species coexistence in complex communities," Nature, Nature, vol. 546(7656), pages 56-64, June.
    6. Fletcher W. Halliday & Jason R. Rohr, 2019. "Measuring the shape of the biodiversity-disease relationship across systems reveals new findings and key gaps," Nature Communications, Nature, vol. 10(1), pages 1-10, December.
    7. Eyal Bairey & Eric D. Kelsic & Roy Kishony, 2016. "High-order species interactions shape ecosystem diversity," Nature Communications, Nature, vol. 7(1), pages 1-7, November.
    8. Bradley J. Cardinale & J. Emmett Duffy & Andrew Gonzalez & David U. Hooper & Charles Perrings & Patrick Venail & Anita Narwani & Georgina M. Mace & David Tilman & David A.Wardle & Ann P. Kinzig & Gret, 2012. "Correction: Corrigendum: Biodiversity loss and its impact on humanity," Nature, Nature, vol. 489(7415), pages 326-326, September.
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