Department of Epidemiology and Biostatistics, The University of Georgia, Athens, GA, USA.
Colorado Department of Public Health and Environment, Denver, CO, USA.
Proc Biol Sci. 2020 May 27;287(1927):20200496. doi: 10.1098/rspb.2020.0496. Epub 2020 May 13.
Communicable diseases are often virulent, i.e. they cause morbidity symptoms in those infected. While some symptoms may be transmission-enhancing, other symptoms are likely to reduce transmission potential. For human diseases, the reduction in transmission opportunities is commonly caused by reduced activity. There is limited data regarding the potential impact of virulence on transmission potential. We performed an exploratory data analysis of 324 influenza patients at a university health centre during the 2016/2017 influenza season. We classified symptoms as infectiousness-related or morbidity-related and calculated two scores. The scores were used to explore the relationship between infectiousness, morbidity (virulence), and activity level. We found a decrease in the activity level with increasing morbidity scores. There was no consistent pattern between an activity level and an infectiousness score. We also found a positive correlation between morbidity and infectiousness scores. Overall, we find that increasing virulence leads to increased infectiousness and reduced activity, suggesting a trade-off that can impact overall transmission potential. Our findings indicate that a reduction of systemic symptoms may increase host activity without reducing infectiousness. Therefore, interventions should target both systemic- and infectiousness-related symptoms to reduce overall transmission potential. Our findings can also inform simulation models that investigate the impact of different interventions on transmission.
传染性疾病通常具有很强的传染性,即它们会导致感染的人出现发病症状。虽然某些症状可能会增强传播能力,但其他症状可能会降低传播潜力。对于人类疾病,传播机会的减少通常是由于活动减少引起的。关于传染性疾病的毒力对传播潜力的潜在影响的数据有限。我们对 2016/2017 流感季节期间在一所大学健康中心的 324 名流感患者进行了一项探索性数据分析。我们将症状分为与传染性相关或与发病相关,并计算了两个分数。这些分数用于探索传染性、发病(毒力)和活动水平之间的关系。我们发现,随着发病分数的增加,活动水平下降。活动水平和传染性分数之间没有一致的模式。我们还发现发病分数和传染性分数之间存在正相关。总体而言,我们发现毒力的增加会导致传染性的增加和活动的减少,这表明这种权衡可能会影响整体传播潜力。我们的研究结果表明,减少全身症状可能会增加宿主的活动量,而不会降低传染性。因此,干预措施应该针对全身症状和传染性症状来降低整体传播潜力。我们的研究结果还可以为调查不同干预措施对传播影响的模拟模型提供信息。