Quantifying transmission and immunity dynamics of multiple SARS-CoV-2 variants using models and epidemic data from a highly populated area.

Publication date: Jul 16, 2025

Identifying temporal patterns in dynamics of acute, immunizing infectious diseases informs our understanding of transmission, epidemic prediction, and disease control. However, for emerging pathogens like SARS-CoV-2, temporal dynamics remain underinformed, even though COVID-19 cases varied greatly over time. Using nested compartmental models, we quantified transmission and immune dynamics in part of Columbus, the capital city of the state of Ohio, United States (US). We parameterized models using state-reported COVID-19 case counts and wastewater-based surveillance (WWS) for SARS-CoV-2. We used the models to reconstruct transmission and the rate of waning immunity in three distinct pandemic phases from April 2020 to August 2022. On average, transmission rates were lowest for the ancestral strain and highest for the Omicron variant. Transmission did not display consistent seasonal changes but did vary through time in ways that might have been influenced by host behavior or viral strain switching. Our findings also indicate that vaccine-induced and infection-induced SARS-CoV-2 immunity wane at similar rates. Gaining a better understanding of population-level transmission and immune dynamics following the emergence of a novel pathogen can inform future public health interventions including vaccine schedules.

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Concepts Keywords
April COVID-19
August Humans
Models Ohio
Pandemic Pandemics
Viral SARS-CoV-2
Seasons

Semantics

Type Source Name
disease MESH infectious diseases
disease MESH COVID-19
disease IDO host
disease MESH infection
drug DRUGBANK Tropicamide
disease IDO pathogen
pathway REACTOME Reproduction
disease IDO entity
disease IDO history
disease MESH polio
disease MESH hepatitis
disease MESH influenza
disease MESH uncertainty
drug DRUGBANK Water
disease IDO emerging pathogen
disease MESH live births
disease MESH death
disease MESH reinfection

Original Article

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