The Big Data Institute and the Pandemic Sciences Institute, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
The Queen's College, University of Oxford, Oxford, UK.
Sci Rep. 2024 Aug 26;14(1):19755. doi: 10.1038/s41598-024-68154-8.
The mpox epidemic in the UK began in May 2022, with rates of new cases unexpectedly and rapidly declining during August 2022. Interpreting trends in infection requires disentangling the underlying growth rate of cases from the delay from symptom onset to presenting to healthcare. We developed a nowcasting Bayesian method which incorporates time-varying delays (EpiLine) to quantify the changes in the delay from symptom onset to healthcare presentation and the underlying mpox growth rate over the period May-August 2022 in the UK. We show that the mean delay between symptom onset and healthcare presentation for mpox in the UK decreased from 22 days in early May 2022 to 10 days by early June and 8 days in August 2022. When we account for these dynamic delays, the time-varying growth rate declined gradually and continuously in the UK during the May-August 2022 period. Not accounting for varying time delays would have incorrectly characterised the growth rate by a sharp increase followed by a rapid decline in mpox cases. Our results highlight the importance of correctly quantifying the delay between symptom onset to healthcare presentation when characterising the epidemic growth of mpox in the UK. The gradual reduction in the rate of epidemic spread, which pre-dated the vaccine roll-out, is consistent with gradual risk reduction or acquired immunity amongst the highest risk individuals. Our study highlights the need for public health agencies to record the delays from symptom onset to healthcare presentation early in an outbreak.
英国的猴痘疫情始于 2022 年 5 月,2022 年 8 月新发病例数量出人意料且迅速下降。要解释感染趋势,需要将病例的基本增长率与从症状出现到就医的延迟区分开来。我们开发了一种实时贝叶斯方法(EpiLine),该方法纳入了时变延迟,以量化 2022 年 5 月至 8 月期间英国从症状出现到就医的延迟以及猴痘基本增长率的变化。我们发现,英国猴痘从症状出现到就医的平均延迟从 2022 年 5 月初的 22 天减少到 6 月初的 10 天,8 月初的 8 天。当我们考虑到这些动态延迟时,英国在 2022 年 5 月至 8 月期间,时变增长率逐渐且连续下降。如果不考虑变化的时间延迟,将错误地描述为猴痘病例急剧增加然后迅速下降的增长率。我们的结果强调了在描述英国猴痘疫情增长时,正确量化从症状出现到就医的延迟的重要性。在疫苗推出之前,疫情传播速度的逐渐降低与高危人群中风险逐渐降低或获得免疫力相一致。我们的研究强调了公共卫生机构在疫情早期记录从症状出现到就医的延迟的必要性。