Estimation of the Basic Reproduction Number of Classical Swine Fever in Wild Boar During the Early Phase of an Outbreak

K. Makita, N. Isoda, S. Ito, F. Fukumoto, Mitsugu Ito, Keisuke Kuwata
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引用次数: 3

Abstract

In Japan, classical swine fever re-emerged in September 2018, after an absence of 26 years, and spread among wild boar populations. This study was conducted to understand the transmissibility of classical swine fever virus in wild boar populations, limited by the impossibility of a correct case count because of the nature of wildlife. Wildlife PCR test results between September 2018 and February 2019 were collected from the homepages of Gifu, Aichi, and Mie Prefectures. In descriptive epidemiology, the geographical spread in the three prefectures, and temporal patterns of PCR test positivity in Gifu Prefecture were observed. Using the Susceptible ( S ) - Exposed ( E ) - Infectious ( I ) - Recovery ( R ) model, assuming the weekly test positivity fol-lows beta distribution, parameters were estimated in a Markov Chain Monte Carlo simulation, and the basic reproduction number ( R 0 ) was calculated. As a result, the mean infectious period was as long as 100 - 145 days, and R 0 was estimated to be 4.2 - 5.1. In this analysis, however, population dynamics considering births and deaths and population density were not considered. In the future, a more detailed study based on wild boar field data is necessary.
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经典猪瘟爆发初期野猪基本繁殖数的估计
在日本,经典猪瘟在消失26年后于2018年9月再次出现,并在野猪种群中传播。本研究旨在了解经典猪瘟病毒在野猪种群中的传播能力,由于野生动物的性质,无法准确统计病例数。2018年9月至2019年2月期间的野生动物PCR检测结果收集自岐阜县、爱知县和三重县的主页。在描述流行病学中,观察了三县的地理分布和岐阜县PCR检测阳性的时间分布。采用易感(S) -暴露(E) -感染(I) -恢复(R)模型,假设每周检测阳性服从beta分布,采用马尔可夫链蒙特卡罗模拟估计参数,计算基本繁殖数(r0)。结果表明,平均感染期为100 ~ 145 d, r0为4.2 ~ 5.1。然而,在这一分析中,没有考虑到出生和死亡的人口动态以及人口密度。在未来,有必要基于野猪野外数据进行更详细的研究。
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