Abstract

African swine fever (ASF) is a complex infectious disease of swine that constitutes devastating impacts on animal health and the world economy. Here, we investigated the evolutionary epidemiology of ASF virus (ASFV) in Eurasia and Africa using the concatenated gene sequences of the viral protein 72 and the central variable region of isolates collected between 1960 and 2015. We used Bayesian phylodynamic models to reconstruct the evolutionary history of the virus, to identify virus population demographics and to quantify dispersal patterns between host species. Results suggest that ASFV exhibited a significantly high evolutionary rate and population growth through time since its divergence in the 18th century from East Africa, with no signs of decline till recent years. This increase corresponds to the growing pig trade activities between continents during the 19th century, and may be attributed to an evolutionary drift that resulted from either continuous circulation or maintenance of the virus within Africa and Eurasia. Furthermore, results implicate wild suids as the ancestral host species (root state posterior probability = 0.87) for ASFV in the early 1700s in Africa. Moreover, results indicate the transmission cycle between wild suids and pigs is an important cycle for ASFV spread and maintenance in pig populations, while ticks are an important natural reservoir that can facilitate ASFV spread and maintenance in wild swine populations. We illustrated the prospects of phylodynamic methods in improving risk-based surveillance, support of effective animal health policies, and epidemic preparedness in countries at high risk of ASFV incursion.

Highlights

  • African swine fever (ASF) is a complex infectious disease of swine classified as a notifiable infection to the World Organisation for Animal Health

  • Vp72-central variable region (CVR) ASF virus (ASFV) sequences selected by the Maximum likelihood (ML) analysis (S2 Fig) significantly favoured the parametric exponential growth (EG) coalescent tree model with the uncorrelated lognormal (UCLN) and exponential (UCED) branch-rate prior, using the Bayes factor (BF) comparisons (BF > 15.9) of the stone’ sampling (SS) and PS marginal likelihoods estimators (S4 Table, S1 File)

  • We presented a novel attempt to rigorously model the evolutionary epidemiology of ASFV in Eurasia and Africa using several variants of the Bayesian phylodynamic models

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Summary

Introduction

African swine fever (ASF) is a complex infectious disease of swine classified as a notifiable infection to the World Organisation for Animal Health. EU project ASFORCE (Grant Agreement n311931, FP7 KBBE.2012.1.3-02) and the Spanish National Project RTA-PPA (RTA201 1-00060-C02-02). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript

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