Manica Mattia, De Bellis Alfredo, Guzzetta Giorgio, Mancuso Pamela, Vicentini Massimo, Venturelli Francesco, Zerbini Alessandro, Bisaccia Eufemia, Litvinova Maria, Menegale Francesco, Molina Grané Carla, Poletti Piero, Marziano Valentina, Zardini Agnese, d'Andrea Valeria, Trentini Filippo, Bella Antonino, Riccardo Flavia, Pezzotti Patrizio, Ajelli Marco, Giorgi Rossi Paolo, Merler Stefano
Center for Health Emergencies, Fondazione Bruno Kessler, Trento, Italy.
Department of Mathematics, University of Trento, Trento, Italy.
Lancet Reg Health Eur. 2022 Aug;19:100446. doi: 10.1016/j.lanepe.2022.100446. Epub 2022 Jul 1.
Starting from the final months of 2021, the SARS-CoV-2 Omicron variant expanded globally, swiftly replacing Delta, the variant that was dominant at the time. Many uncertainties remain about the epidemiology of Omicron; here, we aim to estimate its generation time.
We used a Bayesian approach to analyze 23,122 SARS-CoV-2 infected individuals clustered in 8903 households as determined from contact tracing operations in Reggio Emilia, Italy, throughout January 2022. We estimated the distribution of the intrinsic generation time (the time between the infection dates of an infector and its secondary cases in a fully susceptible population), realized household generation time, realized serial interval (time between symptom onset of an infector and its secondary cases), and contribution of pre-symptomatic transmission.
We estimated a mean intrinsic generation time of 6.84 days (95% credible intervals, CrI, 5.72-8.60), and a mean realized household generation time of 3.59 days (95%CrI: 3.55-3.60). The household serial interval was 2.38 days (95%CrI 2.30-2.47) with about 51% (95%CrI 45-56%) of infections caused by symptomatic individuals being generated before symptom onset.
These results indicate that the intrinsic generation time of the SARS-CoV-2 Omicron variant might not have shortened as compared to previous estimates on ancestral lineages, Alpha and Delta, in the same geographic setting. Like for previous lineages, pre-symptomatic transmission appears to play a key role for Omicron transmission. Estimates in this study may be useful to design quarantine, isolation and contact tracing protocols and to support surveillance (e.g., for the accurate computation of reproduction numbers).
The study was partially funded by EU grant 874850 MOOD.
从2021年最后几个月开始,严重急性呼吸综合征冠状病毒2(SARS-CoV-2)奥密克戎变异株在全球范围内传播,迅速取代了当时占主导地位的德尔塔变异株。关于奥密克戎的流行病学仍存在许多不确定性;在此,我们旨在估计其代间距。
我们采用贝叶斯方法,分析了2022年1月整个意大利雷焦艾米利亚地区通过接触者追踪行动确定的8903户家庭中的23122名SARS-CoV-2感染个体。我们估计了内在代间距(在完全易感人群中,感染者与其二代病例感染日期之间的时间)、实际家庭代间距、实际传播间隔(感染者与其二代病例症状出现之间的时间)以及症状出现前传播的贡献。
我们估计平均内在代间距为6.84天(95%可信区间,CrI,5.72 - 8.60),平均实际家庭代间距为3.59天(95%CrI:3.55 - 3.60)。家庭传播间隔为2.38天(95%CrI 2.30 - 2.47),有症状个体引起的感染中约51%(95%CrI 45 - 56%)在症状出现前发生。
这些结果表明,在相同地理环境下,与之前对原始谱系、阿尔法和德尔塔变异株的估计相比,SARS-CoV-2奥密克戎变异株的内在代间距可能并未缩短。与之前的谱系一样,症状出现前传播似乎在奥密克戎传播中起关键作用。本研究中的估计可能有助于设计检疫、隔离和接触者追踪方案,并支持监测(例如,用于准确计算繁殖数)。
该研究部分由欧盟874850号拨款“MOOD”资助。