Data, Analytics and Surveillance, UK Health Security Agency, London SW1P 3JR, UK
Data, Analytics and Surveillance, UK Health Security Agency, London SW1P 3JR, UK.
BMJ. 2022 Nov 2;379:e073153. doi: 10.1136/bmj-2022-073153.
To analyse the transmission dynamics of the monkeypox outbreak in the UK, declared a Public Health Emergency of International Concern in July 2022.
Contact tracing study, linking data on case-contact pairs and on probable exposure dates.
Case questionnaires from the UK Health Security Agency (UKHSA), United Kingdom.
2746 people with polymerase chain reaction confirmed monkeypox virus in the UK between 6 May and 1 August 2022.
The incubation period and serial interval of a monkeypox infection using two bayesian time delay models-one corrected for interval censoring (ICC-interval censoring corrected) and one corrected for interval censoring, right truncation, and epidemic phase bias (ICRTC-interval censoring right truncation corrected). Growth rates of cases by reporting date, when monkeypox virus was confirmed and reported to UKHSA, were estimated using generalised additive models.
The mean age of participants was 37.8 years and 95% reported being gay, bisexual, and other men who have sex with men (1160 out of 1213 reporting). The mean incubation period was estimated to be 7.6 days (95% credible interval 6.5 to 9.9) using the ICC model and 7.8 days (6.6 to 9.2) using the ICRTC model. The estimated mean serial interval was 8.0 days (95% credible interval 6.5 to 9.8) using the ICC model and 9.5 days (7.4 to 12.3) using the ICRTC model. Although the mean serial interval was longer than the incubation period for both models, short serial intervals were more common than short incubation periods, with the 25th centile and the median of the serial interval shorter than the incubation period. For the ICC and ICRTC models, the corresponding estimates ranged from 1.8 days (95% credible interval 1.5 to 1.8) to 1.6 days (1.4 to 1.6) shorter at the 25th centile and 1.6 days (1.5 to 1.7) to 0.8 days (0.3 to 1.2) shorter at the median. 10 out of 13 linked patients had documented pre-symptomatic transmission. Doubling times of cases declined from 9.07 days (95% confidence interval 12.63 to 7.08) on the 6 May, when the first case of monkeypox was reported in the UK, to a halving time of 29 days (95% confidence interval 38.02 to 23.44) on 1 August.
Analysis of the instantaneous growth rate of monkeypox incidence indicates that the epidemic peaked in the UK as of 9 July and then started to decline. Short serial intervals were more common than short incubation periods suggesting considerable pre-symptomatic transmission, which was validated through linked patient level records. For patients who could be linked through personally identifiable data, four days was the maximum time that transmission was detected before symptoms manifested. An isolation period of 16 to 23 days would be required to detect 95% of people with a potential infection. The 95th centile of the serial interval was between 23 and 41 days, suggesting long infectious periods.
分析 2022 年 7 月宣布为国际关注的突发公共卫生事件的英国猴痘疫情的传播动态。
联系病例接触者的数据和可能的暴露日期的接触者追踪研究。
英国健康安全局(UKHSA)的英国猴痘病毒聚合酶链反应确诊病例问卷。
2022 年 5 月 6 日至 8 月 1 日期间,英国有 2746 人聚合酶链反应确诊猴痘病毒。
使用两种贝叶斯时间延迟模型(一种校正间隔 censoring(ICC-间隔 censoring 校正),另一种校正间隔 censoring、右截断和流行期偏差(ICRTC-间隔 censoring 右截断校正)的猴痘感染潜伏期和序列间隔。通过一般附加模型估计按报告日期、猴痘病毒确诊和向 UKHSA 报告的病例增长率。
参与者的平均年龄为 37.8 岁,95%报告为男同性恋、双性恋和其他与男性发生性关系的男性(1160 人中有 1213 人报告)。使用 ICC 模型,估计平均潜伏期为 7.6 天(95%可信区间为 6.5 至 9.9),使用 ICRTC 模型为 7.8 天(6.6 至 9.2)。使用 ICC 模型估计的平均序列间隔为 8.0 天(95%可信区间为 6.5 至 9.8),使用 ICRTC 模型为 9.5 天(7.4 至 12.3)。虽然两种模型的平均序列间隔均长于潜伏期,但短序列间隔比短潜伏期更常见,25%分位数和序列间隔中位数短于潜伏期。对于 ICC 和 ICRTC 模型,相应的估计值在 25%分位数时范围从 1.8 天(95%可信区间为 1.5 至 1.8)到 1.6 天(1.4 至 1.6),在中位数时范围从 1.6 天(1.5 至 1.7)到 0.8 天(0.3 至 1.2)。13 例有记录的关联患者中有 10 例存在症状前传播。病例的倍增时间从 5 月 6 日英国首例猴痘病例报告时的 9.07 天(95%置信区间为 12.63 至 7.08)下降到 8 月 1 日的 29 天(95%置信区间为 38.02 至 23.44)。
对猴痘发病率的瞬时增长率分析表明,英国的疫情已于 7 月 9 日达到高峰,随后开始下降。短序列间隔比短潜伏期更常见,这表明存在大量的症状前传播,通过关联患者的记录得到了验证。对于可以通过个人可识别数据关联的患者,在出现症状之前,可以检测到 4 天的传播时间。要检测到 95%的潜在感染患者,需要 16 至 23 天的隔离期。序列间隔的第 95 百分位数在 23 至 41 天之间,表明传染性期较长。