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Cryptic connections illuminate pathogen transmission within community networks
Joseph R Hoyt1,2, Kate E Langwig3, J Paul White4
1Department of Ecology and Evolutionary Biology, University of California, Santa Cruz, CA, USA. hoytjosephr@gmail.com.
Abstract:
Understanding host interactions that lead to pathogen transmission is fundamental to the prediction and control of epidemics1-5. Although the majority of transmissions often occurs within social groups6-9, the contribution of connections that bridge groups and species to pathogen dynamics is poorly understood10-12. These cryptic connections-which are often indirect or infrequent-provide transmission routes between otherwise disconnected individuals and may have a key role in large-scale outbreaks that span multiple populations or species. Here we quantify the importance of cryptic connections in disease dynamics by simultaneously characterizing social networks and tracing transmission dynamics of surrogate-pathogen epidemics through eight communities of bats. We then compared these data to the invasion of the fungal pathogen that causes white-nose syndrome, a recently emerged disease that is devastating North American bat populations13-15. We found that cryptic connections increased links between individuals and between species by an order of magnitude. Individuals were connected, on average, to less than two per cent of the population through direct contact and to only six per cent through shared groups. However, tracing surrogate-pathogen dynamics showed that each individual was connected to nearly fifteen per cent of the population, and revealed widespread transmission between solitarily roosting individuals as well as extensive contacts among species. Connections estimated from surrogate-pathogen epidemics, which include cryptic connections, explained three times as much variation in the transmission of the fungus that causes white-nose syndrome as did connections based on shared groups. These findings show how cryptic connections facilitate the community-wide spread of pathogens and can lead to explosive epidemics.
Insights
Cryptic connections, often indirect or infrequent, significantly increase pathogen transmission routes between individuals and species. Understanding these hidden links is crucial for predicting and controlling epidemics, as they drive widespread disease spread.
Area of Science:
- Ecology
- Epidemiology
- Conservation Biology
Background:
- Pathogen transmission is fundamental to epidemic prediction and control.
- While within-group transmission is well-studied, inter-group and inter-species connections remain poorly understood.
- These 'cryptic connections' can be vital for large-scale outbreaks across populations and species.
Purpose of the Study:
- To quantify the importance of cryptic connections in disease dynamics.
- To compare transmission routes derived from direct contact and social groups versus those revealed by surrogate pathogens.
- To assess the role of cryptic connections in the spread of white-nose syndrome in bats.
Main Methods:
- Characterized social networks in eight bat communities.
- Traced transmission dynamics of surrogate-pathogen epidemics.
- Compared epidemiological data with bat social structures and white-nose syndrome spread.
Main Results:
- Cryptic connections increased links between individuals and species by an order of magnitude.
- Surrogate pathogen dynamics revealed individuals connected to ~15% of the population, including solitarily roosting bats and other species.
- Cryptic connections explained three times more variation in white-nose syndrome transmission than group-based connections.
Conclusions:
- Cryptic connections are critical for understanding pathogen spread, significantly expanding transmission networks.
- These hidden links facilitate community-wide pathogen dissemination and can lead to explosive epidemics.
- The findings highlight the need to incorporate cryptic connections into disease management strategies, particularly for wildlife diseases like white-nose syndrome.
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