Back

Global risk assessment of Lyme borreliosis transmission

Cobos-Mayo, M.; Martin-Taboada, A.; Aliaga-Samanez, A.; Segura, M.; Olivero, J.

2025-01-29 epidemiology
10.1101/2025.01.29.25321312 medRxiv
Show abstract

We analysed the geographic risk of Lyme borreliosis taking into account the biogeography of tick vectors and carrier hosts, together with environmental and anthropogenic factors. Four pathogeographical scenarios were set in order to represent the contribution of vectors and hosts in the spatial zoonotic risk. For that propose, we built distribution models based on the occurrence of Lyme borreliosis cases in humans and ixodid vectors. Besides Ixodes species, we considered other ixodid ticks with potential to be vectors. These models were combined through fuzzy logic operators, according to the criteria stablished in each scenario. Finally, the transmission risk model for Lyme borreliosis which best fitted its global distribution was selected. The risk model selected considered ixodid vectors and mammal carriers as explanatory variables together with environment and anthropogenic factors. Ixodes species contributed to explain the geographical risk of Lyme borreliosis to larger extent than other ixodid ticks. The risk model described regions with Lyme borreliosis transmission risk where its presence is still uncertain, such as northern Africa and inland areas of western USA. Likewise, our model indicated favourable conditions for the presence of human cases in northern latitudes beyond its endemic distribution. Applying this multi-scenario methodology approach have led us to a risk model, in which the diversity of ixodid vectors and carrier hosts might modify the spatial risk without a geographical limitation.

Published in Pathogens and Global Health · not in our set (fewer than 10 published preprints to learn from) · training set

Matching journals

The top 5 journals account for 50% of the predicted probability mass.

1
Ticks and Tick-borne Diseases
12 papers in training set
Top 0.1%
18.4%
2
PLOS Neglected Tropical Diseases
466 papers in training set
Top 1.0%
11.9%
3
Peer Community Journal
281 papers in training set
Top 0.3%
9.8%
4
Parasites & Vectors
60 papers in training set
Top 0.3%
6.7%
5
Transboundary and Emerging Diseases
37 papers in training set
Top 0.1%
5.5%
50% of probability mass above
6
Scientific Reports
3612 papers in training set
Top 34%
3.2%
7
Science of The Total Environment
186 papers in training set
Top 1%
2.7%
8
Epidemics
116 papers in training set
Top 1.0%
2.1%
9
PLOS ONE
5266 papers in training set
Top 45%
2.1%
10
BMC Medical Research Methodology
47 papers in training set
Top 0.6%
2.1%
11
Spatial and Spatio-temporal Epidemiology
10 papers in training set
Top 0.1%
2.1%
12
eLife
5828 papers in training set
Top 46%
2.0%
13
Landscape Ecology
13 papers in training set
Top 0.1%
1.9%
14
PeerJ
308 papers in training set
Top 5%
1.9%
15
Pathogens
56 papers in training set
Top 0.5%
1.7%
16
Travel Medicine and Infectious Disease
14 papers in training set
Top 0.2%
1.1%
17
Royal Society Open Science
214 papers in training set
Top 5%
1.1%
18
GeoHealth
12 papers in training set
Top 0.2%
1.0%
19
One Health
29 papers in training set
Top 0.5%
1.0%
20
Nature Communications
5641 papers in training set
Top 57%
0.8%
21
Acta Tropica
13 papers in training set
Top 0.5%
0.8%
22
Infectious Disease Modelling
54 papers in training set
Top 1%
0.6%
23
International Journal of Infectious Diseases
129 papers in training set
Top 4%
0.6%
24
PLOS Computational Biology
1863 papers in training set
Top 22%
0.6%
25
The American Journal of Tropical Medicine and Hygiene
68 papers in training set
Top 2%
0.6%
26
Tropical Medicine and Infectious Disease
12 papers in training set
Top 0.5%
0.6%
27
Proceedings of the Royal Society B: Biological Sciences
393 papers in training set
Top 7%
0.6%