论文标题

由于测试有限而导致的不连续流行过渡

Discontinuous epidemic transition due to limited testing

论文作者

Scarselli, Davide, Budanur, Nazmi Burak, Timme, Marc, Hof, Björn

论文摘要

高影响力流行病构成了21世纪人类面临的最大威胁之一。测试,接触追踪和隔离对于减慢流行动力学的速度至关重要,但可能证明不足以传染性疾病。在没有药物干预措施的情况下,由于最后的手段避免了广泛的爆发,因此仍然是物理距离的措施。在这里,我们表明,如果测试能力受到限制,则这种组合对策会大大改变流行性转变的规则:而不是连续的对策的反应变得不连续,而不是遵循常规的指数增长,而是在中等性期间爆发的爆发加速和缩放超高级别。结果,遏制措施要么足以阻止较低的总案例数以较低的情况下爆发,要么在灾难性较弱的情况下失败,因此在最初的阶段和第二波场景中,都意味着可靠地估计总体流行动力学的巨大不确定性。

High impact epidemics constitute one of the largest threats humanity is facing in the 21st century. Testing, contact tracing and quarantining are critical in slowing down epidemic dynamics, but may prove insufficient for highly contagious diseases. In the absence of pharmaceutical interventions, physical distancing measures remain as the last resort to avoid a widespread outbreak. Here we show that such combined countermeasures drastically change the rules of the epidemic transition if testing capacities are limited: Instead of continuous the response to countermeasures becomes discontinuous and rather than following the conventional exponential growth, the outbreak accelerates and scales super-exponentially during an intermediate period. As a consequence, containment measures either suffice to stop the outbreak at low total case numbers or fail catastrophically if marginally too weak, thus implying large uncertainties in reliably estimating overall epidemic dynamics, both during initial phases and during second wave scenarios.

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