Author:
Xu Xiangyanyu,Wu Yanpeng,Kummer Allisandra G.,Zhao Yuchen,Hu Zexin,Wang Yan,Liu Hengcong,Ajelli Marco,Yu Hongjie
Abstract
AbstractBackgroundAfter the first COVID-19 wave caused by the ancestral lineage, the pandemic has been fueled from the continuous emergence of new SARS-CoV-2 variants. Understanding key time-to-event periods for each emerging variant of concern is critical as it can provide insights into the future trajectory of the virus and help inform outbreak preparedness and response planning. Here, we aim to examine how the incubation period, serial interval, and generation time have changed from the ancestral SARS-CoV-2 lineage to different variants of concern.MethodsWe conducted a systematic review and meta-analysis that synthesized the estimates of incubation period, serial interval, and generation time (both realized and intrinsic) for the ancestral lineage, Alpha, Beta, and Omicron variants of SARS-CoV-2.ResultsOur study included 274 records obtained from 147 household studies, contact tracing studies or studies where epidemiological links were known. With each emerging variant, we found a progressive shortening of each of the analyzed key time-to-event periods. Specifically, we found that Omicron had the shortest pooled estimates for the incubation period (3.63 days, 95%CI: 3.25-4.02 days), serial interval (3.19 days, 95%CI: 2.95-3.43 days), and realized generation time (2.96 days, 95%CI: 2.54-3.38 days) whereas the ancestral lineage had the highest pooled estimates for each of them. We also observed shorter pooled estimates for the serial interval compared to the incubation period across the virus lineages. We found considerable heterogeneities (I2> 80%) when pooling the estimates across different virus lineages, indicating potential unmeasured confounding from population factors (e.g., social behavior, deployed interventions).ConclusionOur study supports the importance of conducting contact tracing and epidemiological investigations to monitor changes in SARS-CoV-2 transmission patterns. Our findings highlight a progressive shortening of the incubation period, serial interval, and generation time, which can lead to epidemics that spread faster, with larger peak incidence, and harder to control. We also consistently found a shorter serial interval than incubation period, suggesting that a key feature of SARS-CoV-2 is the potential for pre-symptomatic transmission. These observations are instrumental to plan for future COVID-19 waves.
Publisher
Cold Spring Harbor Laboratory
Reference188 articles.
1. WHO Coronavirus (COVID-19) Dashboard [ https://covid19.who.int/]
2. Tracking SARS-CoV-2 variants [ https://www.who.int/activities/tracking-SARS-CoV-2-variants/]
3. Lessons from SARS-CoV-2 in India: A data-driven framework for pandemic resilience
4. SARS-CoV-2 variant Delta rapidly displaced variant Alpha in the United States and led to higher viral loads;Cell Reports Medicine,2022
5. Aleem A , Akbar Samad AB , Vaqar S. Emerging Variants of SARS-CoV-2 And Novel Therapeutics Against Coronavirus (COVID-19): StatPearls Publishing, Treasure Island (FL); 2023.