# Characterization of SARS-CoV-2 intrahost genetic evolution in vaccinated and non-vaccinated patients from the Kenyan population

**Authors:** Doreen Lugano, Kennedy Mwangi, Bernard Mware, Gilbert Kibet, Shebbar Osiany, Edward Kiritu, Paul Dobi, Collins Muli, Regina Njeru, Tulio de Oliveira, M. Kariuki Njenga, Andrew Routh, Samuel O. Oyola

PMC · DOI: 10.1128/jvi.00482-25 · 2025-05-06

## TL;DR

This study explores how vaccination affects the genetic evolution of SARS-CoV-2 in Kenya, revealing mutations and recombination patterns that could influence virus adaptation and immune escape.

## Contribution

The study introduces a novel approach combining intrahost recombination and iSNV analysis to profile SARS-CoV-2 evolution under vaccine-induced immune pressure.

## Key findings

- Recombination hotspots were identified in S, N, and ORF1a/b genes of SARS-CoV-2 in Kenyan patients.
- Non-vaccinated individuals showed a minority variant with the S255F spike mutation linked to immune escape.
- Differential recombinant RNA species were observed between vaccinated and non-vaccinated individuals.

## Abstract

Vaccination is a key control measure of coronavirus disease 2019 by preventing severe effects of disease outcomes, reducing hospitalization rates and death, and increasing immunity. However, vaccination can affect the evolution and adaptation of SARS-CoV-2 largely through vaccine-induced immune pressure. Here, we investigated intrahost recombination and single nucleotide variations (iSNVs) on the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) genome in non-vaccinated and vaccinated sequences from the Kenyan population to profile intrahost viral genetic evolution and adaptations driven by vaccine-induced immune pressure. We identified recombination hotspots in the S, N, and ORF1a/b genes and showed the genetic evolution landscape of SARS-CoV-2 by comparing within- and inter-wave recombination events from the beginning of the pandemic (June 2020 to December 2022) in Kenya. We further reveal differential expression of recombinant RNA species between vaccinated and non-vaccinated individuals and perform an in-depth analysis of iSNVs to identify and characterize the functional properties of non-synonymous mutations found in ORF-1 a/b, S, and N genes. Lastly, we detected a minority variant in non-vaccinated patients in Kenya, with an immune escape mutation S255F of the spike gene, and showed differential recombinant RNA species. Overall, this work identified unique in vivo mutations and intrahost recombination patterns in SARS-CoV-2, which could have significant implications for virus evolution, virulence, and immune escape.

The impact of vaccination on severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) genetic diversity in Kenya and much of Africa remains unknown. This can be attributed to lower sequencing rates; however, this information is relevant to improvement in vaccine and antiviral research. In this study, we investigated how vaccination and SARS-CoV-2 transmission waves affect intrahost non-homologous recombination and single nucleotide variations (iSNVs). We identified unique in vivo mutations and intrahost recombination patterns in SARS-CoV-2, which could have significant implications for virus evolution, virulence, and immune escape. We also demonstrate a methodology for studying genetic changes in a pathogen by a simultaneous analysis of both intrahost single nucleotide variations and recombination events. The study reveals the diversity of SARS-CoV-2 in Kenya and highlights the need for sustained genomic surveillance in Kenya and Africa to better understand how the virus evolves. Such surveillance ensures detection of drifts in evolution, allowing information for updates in vaccines, policy making, and containment of future variants of SARS-CoV-2.

## Linked entities

- **Genes:** S (Star) [NCBI Gene 33281], N (Notch) [NCBI Gene 31293], ORF1ab (ORF1a polyprotein;ORF1ab polyprotein) [NCBI Gene 921688]
- **Diseases:** coronavirus disease 2019 (MONDO:0100096)

## Full-text entities

- **Genes:** N (nucleocapsid phosphoprotein) [NCBI Gene 43740575], S (surface glycoprotein) [NCBI Gene 43740568] {aka spike glycoprotein}
- **Diseases:** death (MESH:D003643), coronavirus disease 2019 (MESH:D000086382)
- **Species:** Severe acute respiratory syndrome coronavirus 2 (no rank) [taxon 2697049], Homo sapiens (human, species) [taxon 9606]
- **Mutations:** S255F

## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12172480/full.md

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Source: https://tomesphere.com/paper/PMC12172480