Chen Nicholas F G, Pham Kien, Chaguza Chrispin, Lopes Rafael, Klaassen Fayette, Kalinich Chaney C, Kerantzas Nicholas, Pandya Sameer, Ferguson David, Schulz Wade, Weinberger Daniel M, Pitzer Virginia E, Warren Joshua L, Grubaugh Nathan D, Hahn Anne M
Department of Epidemiology of Microbial Diseases, Yale School of Public Health, New Haven, CT 06510, USA.
Public Health Modeling Unit, Yale School of Public Health, New Haven, CT 06510, USA.
Viruses. 2025 Jul 21;17(7):1020. doi: 10.3390/v17071020.
In 2022, consecutive sweeps of highly transmissible SARS-CoV-2 Omicron-derived lineages (B.1.1.529*) maintained viral transmission despite extensive antigen exposure from both vaccinations and infections. To better understand Omicron variant emergence in the context of the dynamic fitness landscape of 2022, we aimed to explore putative drivers behind SARS-CoV-2 lineage replacements. Variant fitness is determined through its ability to either outrun previously dominant lineages or more efficiently circumvent host immune responses to previous infections and vaccinations. By analyzing data collected through our local genomic surveillance program from Connecticut, USA, we compared emerging Omicron lineages' growth rates, estimated infections, effective reproductive rates, average viral copy numbers, and likelihood for causing infections in recently vaccinated individuals. We find that newly emerging Omicron lineages outcompeted dominant lineages through a combination of enhanced viral shedding or advanced immune escape depending on the population-level exposure state. This analysis integrates individual-level sequencing data with demographic, vaccination, laboratory, and epidemiological data and provides further insights into host-pathogen dynamics beyond public aggregate data.
2022年,尽管疫苗接种和感染带来了广泛的抗原暴露,但高传播性的严重急性呼吸综合征冠状病毒2(SARS-CoV-2)奥密克戎衍生谱系(B.1.1.529*)的持续传播维持了病毒传播。为了在2022年动态适应度格局的背景下更好地理解奥密克戎变体的出现,我们旨在探索SARS-CoV-2谱系替换背后的潜在驱动因素。变体的适应度是通过其超越先前占主导地位的谱系或更有效地规避宿主对先前感染和疫苗接种的免疫反应的能力来确定的。通过分析我们从美国康涅狄格州的本地基因组监测项目收集的数据,我们比较了新出现的奥密克戎谱系的增长率、估计感染数、有效繁殖率、平均病毒拷贝数以及在近期接种疫苗个体中引起感染的可能性。我们发现,新出现的奥密克戎谱系通过增强病毒脱落或先进的免疫逃逸的组合,根据人群水平的暴露状态,胜过了占主导地位的谱系。该分析将个体水平的测序数据与人口统计学、疫苗接种、实验室和流行病学数据相结合,并提供了超越公共汇总数据的宿主-病原体动态的进一步见解。