Metagenome-assembled genomes enhance bacterial read decontamination and variant calling in oral samples

Whole genome sequencing (WGS) offers advantages over DNA chip-based genotyping, typically using blood-derived DNA. However, saliva and buccal samples-popular in direct-to-consumer tests-suffer reduced accuracy because of oral bacterial contamination. Decontamination strategies using decoy bacterial genomes yielded limited improvements, likely because they cover only a subset of oral bacteria with available isolate genomes. To overcome this, we developed a decontamination pipeline leveraging metagenome-assembled genomes (MAGs). Concordance analysis of variant calling between blood and matched oral samples confirmed the superiority of MAG-augmented decontamination over conventional methods relying mainly on isolate genomes. Although the underlying mechanism remains unclear, it particularly improves variant calls in GC-rich regions, recovering many likely pathogenic variants. Additionally, we demonstrate that certain bacterial genomic regions mimic human regions with clinically relevant variants, potentially confounding genotyping. These results highlight the need for MAG-based bacterial read decontamination to achieve accurate personal genotyping from non-invasive, self-collected oral samples.

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Publication Details

Journal
iScience
Published
2025-10-15
DOI
https://doi.org/10.1016/j.isci.2025.113772
Primary Topic
Respiratory and Cough-Related Research
Type
article
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article

Metagenome-assembled genomes enhance bacterial read decontamination and variant calling in oral samples

Insuk Lee, Kyu Ha Lee, Zexin An, Jun Hyung
iScience
Respiratory and Cough-Related Research
article

Metagenome-assembled genomes enhance bacterial read decontamination and variant calling in oral samples

Insuk Lee, Kyu Ha Lee, Zexin An, Jun Hyung
article en

Abstract

Whole genome sequencing (WGS) offers advantages over DNA chip-based genotyping, typically using blood-derived DNA. However, saliva and buccal samples-popular in direct-to-consumer tests-suffer reduced accuracy because of oral bacterial contamination. Decontamination strategies using decoy bacterial genomes yielded limited improvements, likely because they cover only a subset of oral bacteria with available isolate genomes. To overcome this, we developed a decontamination pipeline leveraging metagenome-assembled genomes (MAGs). Concordance analysis of variant calling between blood and matched oral samples confirmed the superiority of MAG-augmented decontamination over conventional methods relying mainly on isolate genomes. Although the underlying mechanism remains unclear, it particularly improves variant calls in GC-rich regions, recovering many likely pathogenic variants. Additionally, we demonstrate that certain bacterial genomic regions mimic human regions with clinically relevant variants, potentially confounding genotyping. These results highlight the need for MAG-based bacterial read decontamination to achieve accurate personal genotyping from non-invasive, self-collected oral samples.

iScienceVol. 28(11)
Harvard University (US), Yonsei University (KR)
Openalex Percentile: Top 58%
Respiratory and Cough-Related Research
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Metagenome-assembled genomes enhance bacterial read decontamination and variant calling in oral samples — Insuk Lee, Kyu Ha Lee, et al. · iScience (2025) | TGRS Research Map | TGRS