McDonald Scott A, van Wijhe Maarten, de Gier Brechje, Korthals Altes Hester, Vlaminckx Bart J M, Hahné Susan, Wallinga Jacco
Centre for Infectious Disease Control, Netherlands National Institute for Public Health and the Environment, Bilthoven, The Netherlands.
Roskilde University, Roskilde, Denmark.
R Soc Open Sci. 2022 Nov 2;9(11):220030. doi: 10.1098/rsos.220030. eCollection 2022 Nov.
Scarlet fever, an infectious disease caused by , largely disappeared in developed countries during the twentieth century. In recent years, scarlet fever is on the rise again, and there is a need for a better understanding of possible factors driving transmission. Using historical case notification data from the three largest cities in The Netherlands (Amsterdam, Rotterdam and The Hague) from 1906 to 1920, we inferred the transmission rate for scarlet fever using time-series susceptible-infected-recovered (TSIR) methods. Through additive regression modelling, we investigated the contributions of meteorological variables and school term times to transmission rates. Estimated transmission rates varied by city, and were highest overall for Rotterdam, the most densely populated city at that time. High temperature, seasonal precipitation levels and school term timing were associated with transmission rates, but the roles of these factors were limited and not consistent over all three cities. While weather factors alone can only explain a small portion of the variability in transmission rates, these results help understand the historical dynamics of scarlet fever infection in an era with less advanced sanitation and no antibiotic treatment and may offer insights into the driving factors associated with its recent resurgence.
猩红热是一种由……引起的传染病,在20世纪,它在发达国家已基本消失。近年来,猩红热又呈上升趋势,因此有必要更好地了解可能推动其传播的因素。利用荷兰三大城市(阿姆斯特丹、鹿特丹和海牙)1906年至1920年的历史病例通报数据,我们采用时间序列易感-感染-康复(TSIR)方法推断猩红热的传播率。通过加法回归建模,我们研究了气象变量和学期时间对传播率的影响。估计的传播率因城市而异,总体上鹿特丹最高,它是当时人口最密集的城市。高温、季节性降水水平和学期时间与传播率有关,但这些因素的作用有限,且在所有三个城市中并不一致。虽然仅天气因素只能解释传播率变化的一小部分,但这些结果有助于了解在卫生条件不太先进且没有抗生素治疗的时代猩红热感染的历史动态,并可能为其近期复发的驱动因素提供见解。