Viral variant but not host factors associate with SARS-CoV-2 viral kinetics
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Nature Research
Abstract
BACKGROUND : It is challenging to assess SARS-CoV-2 viral kinetics amidst viral variant evolution and changes in population-level immunity. However, understanding the relationship between host factors and viral replication deepens our understanding of viral fitness.
METHODS : In CoVPN 5001, we enrolled Nā=ā953 adults diagnosed with acute SARS-CoV-2 from July 2020 to July 2022 across 51 sites. We confirmed SARS-CoV-2 infection by RT-PCR and identified the variant via viral genome sequencing. Using multivariable linear regression and median regression, we studied the association between host factors and either observed peak viral load (VL) or clinical viral shedding, respectively, accounting for viral variant effects in a demographically and clinically diverse longitudinal cohort.
RESULTS : In this observational study, we determine that while host factors, including age, BMI, sex, medical comorbidities, and HIV, have no significant associations with either observed peak VL or clinical viral shedding in the nasopharynx, viral variant is significantly associated with observed peak VL and clinical viral shedding. We show that neither observed peak VL nor shedding duration predict evolutionary success since the dominant variants in the SARS-CoV-2 pandemic did not all align with the variants with the highest peak and longest shedding duration.
CONCLUSIONS : Altogether, our work shows that observed peak VL and shedding duration should be cautiously interpreted as predictors of viral fitness.
PLAIN LANGUAGE SUMMARY : Over time the virus causing COVID has changed, with these different viruses described as viral variants that have started in specific geographic regions. Many studies of COVID have involved small numbers of people infected with only one or two viral variants. We undertook a study of a large number of people across the USA, Southern Africa, and South America who acquired COVID between 2020 and 2022, a period during which many different viral variants were present. Different viral variants resulted in different amounts of virus being present in the upper-airways. However, a large amount of virus being present did not predict that a variant would outcompete other variants. Better understanding of the impact of viral variants offers potential improvements for public health policy and insight into the COVID pandemic to date
Description
DATA AVAILABILITY : Data can be requested from the HIV Vaccine Trials Network (HVTN) and Statistical Center for HIV/AIDS Research and Prevention (SCHARP). In keeping with NIH policies on data accessibility, de-identified data is publicly available on Atlas (a system designed to have PHI protections): https://atlas.scharp.org/project/HVTN%20Public%20Data/begin.view. Source data for figures can be found using the Atlas link.
CODE AVAILABILITY : Code used to perform the analysis summarized in this paper can be accessed using the following link: https://github.com/HyrienLab/5001-paper.
Keywords
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), Viral infection, Public health
Sustainable Development Goals
SDG-03: Good health and well-being
Citation
Hahn, W.O., Fisher, L.H., Ward, A. et al. Viral variant but not host factors associate with SARS-CoV-2 viral kinetics. Communications Medicine 6, 346: 1-11 (2026). https://doi.org/10.1038/s43856-026-01588-5.
