Department of Forest and Wildlife Ecology, University of Wisconsin, Madison, Wisconsin, United States of America.
Biology Department, University of North Carolina, Greensboro, North Carolina, United States of America.
PLoS One. 2014 Mar 21;9(3):e91043. doi: 10.1371/journal.pone.0091043. eCollection 2014.
Few studies have evaluated the rate of infection or mode of transmission for wildlife diseases, and the implications of alternative management strategies. We used hunter harvest data from 2002 to 2013 to investigate chronic wasting disease (CWD) infection rate and transmission modes, and address how alternative management approaches affect disease dynamics in a Wisconsin white-tailed deer population. Uncertainty regarding demographic impacts of CWD on cervid populations, human and domestic animal health concerns, and potential economic consequences underscore the need for strategies to control CWD distribution and prevalence. Using maximum-likelihood methods to evaluate alternative multi-state deterministic models of CWD transmission, harvest data strongly supports a frequency-dependent transmission structure with sex-specific infection rates that are two times higher in males than females. As transmissible spongiform encephalopathies are an important and difficult-to-study class of diseases with major economic and ecological implications, our work supports the hypothesis of frequency-dependent transmission in wild deer at a broad spatial scale and indicates that effective harvest management can be implemented to control CWD prevalence. Specifically, we show that harvest focused on the greater-affected sex (males) can result in stable population dynamics and control of CWD within the next 50 years, given the constraints of the model. We also provide a quantitative estimate of geographic disease spread in southern Wisconsin, validating qualitative assessments that CWD spreads relatively slowly. Given increased discovery and distribution of CWD throughout North America, insights from our study are valuable to management agencies and to the general public concerned about the impacts of CWD on white-tailed deer populations.
很少有研究评估野生动物疾病的感染率或传播模式,以及替代管理策略的影响。我们利用 2002 年至 2013 年的猎人收获数据,调查慢性消耗性疾病(CWD)的感染率和传播模式,并探讨替代管理方法如何影响威斯康星州白尾鹿种群中的疾病动态。CWD 对鹿群、人类和家畜健康的影响以及潜在的经济后果的不确定性,突出了需要控制 CWD 分布和流行率的策略。利用最大似然法评估 CWD 传播的替代多状态确定性模型,收获数据强烈支持频率依赖性传播结构,雄性的感染率是雌性的两倍。由于传染性海绵状脑病是一类重要且难以研究的疾病,具有重大的经济和生态影响,我们的工作支持在广泛的空间尺度上野生鹿中存在频率依赖性传播的假设,并表明可以实施有效的收获管理来控制 CWD 的流行率。具体来说,我们表明,在模型的限制下,针对受影响较大的性别(雄性)进行的收获可以实现稳定的种群动态,并在未来 50 年内控制 CWD。我们还提供了威斯康星州南部疾病地理传播的定量估计,验证了 CWD 传播相对较慢的定性评估。鉴于 CWD 在整个北美的发现和分布增加,我们的研究结果对管理机构和关心 CWD 对白尾鹿种群影响的公众具有重要价值。