Back

Parasite-mediated predation determines the infection in a complex predator-prey system

Hijar-Islas, A. C.; Milne, A.; Eizaguirre, C.; Huang, W.

2023-11-01 ecology
10.1101/2023.10.29.564596 bioRxiv
Show abstract

The interplay of host-parasite and predator-prey interactions is critical in ecological dynamics because both predators and parasites play an important role in regulating populations and communities. But what is the prevalence of infected prey and predators when a parasite is transmitted through trophic interactions, particularly when stochastic fluctuations of demographical changes are allowed arising from individual-level dynamics? Here, we analysed the system stability and the frequency of infected and uninfected host subpopulations in a complex predator-prey-parasite system, where infection happens through trophic interactions transmitting parasites from prey to predators. We varied the parasite virulence implemented as reproductive costs imposed on infected hosts and the probabilities of parasites infecting the hosts per encounter, to investigate how those important evolutionary factors will determine the species coexistence and population composition. We further explored the role of stochasticity in our system by comparing our deterministic analysis with stochastic simulations. Our results show that parasites go extinct when the infection probabilities of either host are small. The success in infecting the final host (the predator) is more critical for the survival of the parasite species, as the threshold for infection probability of the predator is higher than that of the prey for three-species coexistence. While our stochastic simulations agree with deterministic predictions well in most parameter regions. However, in the border parameter regions between coexistence and extinction typically with high infection probabilities, while only one possible outcome in deterministic dynamics, both coexistence and extinction can happen in stochastic repeats under the same parameter values. This illustrates the importance of stochasticity and demographic fluctuations in species coexistence. In addition, the proportion of infected individuals increases with the infection probabilities in our deterministic analysis and stochastic simulations as expected. Interestingly, we found that in some parameter space, the relative frequencies of infected and uninfected individuals are different between the intermediate host (prey) and the final host (predator) populations. This counterintuitive observation shows that the interplay of host-parasite and predator-prey interactions lead to more complex dynamics than a simple resource-consumer relationship.

Matching journals

The top 6 journals account for 50% of the predicted probability mass.

1
Theoretical Ecology
21 papers in training set
Top 0.1%
22.7%
2
PLOS Computational Biology
1633 papers in training set
Top 4%
8.5%
3
Journal of Theoretical Biology
144 papers in training set
Top 0.1%
8.5%
4
Oikos
74 papers in training set
Top 0.1%
4.9%
5
Ecology
70 papers in training set
Top 0.1%
4.6%
6
Proceedings of the Royal Society B: Biological Sciences
341 papers in training set
Top 2%
4.2%
50% of probability mass above
7
The American Naturalist
114 papers in training set
Top 0.5%
4.0%
8
Scientific Reports
3102 papers in training set
Top 36%
3.6%
9
Ecological Modelling
24 papers in training set
Top 0.1%
3.6%
10
Journal of Animal Ecology
63 papers in training set
Top 0.4%
2.5%
11
Ecology and Evolution
232 papers in training set
Top 2%
2.4%
12
Evolutionary Ecology
14 papers in training set
Top 0.1%
1.9%
13
Ecology Letters
121 papers in training set
Top 0.6%
1.9%
14
Journal of The Royal Society Interface
189 papers in training set
Top 2%
1.7%
15
PLOS ONE
4510 papers in training set
Top 53%
1.7%
16
Functional Ecology
53 papers in training set
Top 0.5%
1.7%
17
eLife
5422 papers in training set
Top 41%
1.7%
18
Frontiers in Ecology and Evolution
60 papers in training set
Top 2%
1.7%
19
Bulletin of Mathematical Biology
84 papers in training set
Top 2%
1.2%
20
BMC Ecology and Evolution
49 papers in training set
Top 1%
1.1%
21
PeerJ
261 papers in training set
Top 11%
1.1%
22
Proceedings of the National Academy of Sciences
2130 papers in training set
Top 39%
1.0%
23
Peer Community Journal
254 papers in training set
Top 3%
0.9%
24
Nature Communications
4913 papers in training set
Top 61%
0.8%
25
iScience
1063 papers in training set
Top 32%
0.8%
26
Philosophical Transactions of the Royal Society B
51 papers in training set
Top 6%
0.8%
27
Physical Review E
95 papers in training set
Top 1%
0.7%
28
Oecologia
23 papers in training set
Top 0.5%
0.7%
29
Evolution
199 papers in training set
Top 2%
0.6%
30
Philosophical Transactions of the Royal Society B: Biological Sciences
53 papers in training set
Top 2%
0.6%