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估计传染病流行中群体间有效繁殖数的方法:越南口蹄疫

Methods to Estimate the Between-Population Level Effective Reproductive Number for Infectious Disease Epidemics: Foot-And-Mouth Disease (FMD) in Vietnam.

作者信息

Gunasekera Umanga, VanderWaal Kimberly, Arzt Jonathan, Perez Andres

机构信息

Veterinary Population Medicine, University of Minnesota, St Paul, Minnesota, USA.

Foreign Animal Disease Research Unit, Plum Island Animal Disease Center, Greenport, New York, USA.

出版信息

Transbound Emerg Dis. 2024 Nov 14;2024:4114217. doi: 10.1155/2024/4114217. eCollection 2024.

Abstract

Foot-and-mouth disease (FMD), which is endemic in 77% of countries globally, is a major threat to the global livestock industry. Knowledge of the reproductive number at the population level (i.e., farm level, herd level, or above) for FMD is important to estimate the magnitude of epidemics and design and implement effective control methods. Different methods, based on disparate assumptions and limitations, have been used interchangeably to compute and report reproductive numbers at the population level without a formal comparison between them. This study compares the results obtained when using alternative methods to compute between populations ( ) for FMD using one single dataset collected over 10 years (2007-2017) at the commune-level swine farms in Vietnam. Seven spatial-temporal clusters were identified in the country, and the value of was computed on each of them using different analytical approaches, namely, epidemic doubling time, nearest neighbor, time-dependent reproductive number (TDR), sequential Bayesian (SB), and birth-death skyline (BDSKY) analysis in Bayesian evolutionary analysis by sampling trees 2 (BEAST2). Estimated values were relatively similar across methods ranging from 1.25 to 1.61. For the first time, the results here provide a comparison of different methods used to compute for FMD. Despite differences in assumptions and limitations, results suggest that different methods produce relatively similar outputs. Additionally, the results here provide foundational knowledge to support the evaluation and control of FMD epidemics in a population.

摘要

口蹄疫在全球77%的国家呈地方性流行,是全球畜牧业的重大威胁。了解口蹄疫在种群水平(即农场水平、畜群水平或更高水平)的繁殖数对于估计疫情规模以及设计和实施有效的控制方法至关重要。基于不同假设和局限性的不同方法,一直在交替使用来计算和报告种群水平的繁殖数,而没有对它们进行正式比较。本研究比较了使用替代方法计算越南公社级养猪场10年(2007 - 2017年)收集的单个数据集的口蹄疫种群间繁殖数( )时获得的结果。该国确定了7个时空集群,并使用不同的分析方法计算每个集群的 值,即疫情倍增时间、最近邻、时间依赖繁殖数(TDR)、序贯贝叶斯(SB)和贝叶斯进化分析抽样树2(BEAST2)中的生死天际线(BDSKY)分析。不同方法估计的 值相对相似,范围为1.25至1.61。这里的结果首次提供了用于计算口蹄疫 的不同方法的比较。尽管在假设和局限性方面存在差异,但结果表明不同方法产生的输出相对相似。此外,这里的结果提供了基础知识,以支持口蹄疫疫情在种群中的评估和控制。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1c44/12016952/4f2665a7991e/TBED2024-4114217.001.jpg

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