Enriching Microbial Cell-Free DNA in Clinical Metagenomics Using Epigenetic Filters

基因组 生物 HpaII公司 DNA甲基化 计算生物学 DNA测序 DNA 甲基化 表观遗传学 深度测序 基因组 基因组学 微生物种群生物学 遗传学 DNA提取 甲基化DNA免疫沉淀 基因 限制性酶 微生物群 基因组DNA 环境DNA 微生物遗传学 细菌 微生物学 甲基转移酶 人类病原体 人体微生物群 焦测序
作者
Tiepeng Liao,Spencer C Ding,Jingru Yu,Wei Gu
出处
期刊:Clinical Chemistry [American Association for Clinical Chemistry]
标识
DOI:10.1093/clinchem/hvag089
摘要

Abstract Introduction Noninvasive cell-free DNA (cfDNA) metagenomic sequencing enables hypothesis-free detection of microbial pathogens in patients with suspected infections. However, its clinical sensitivity is often limited by the overwhelming background of host-derived cfDNA, which can obscure low-abundance microbial signals. We developed an epigenetically guided enrichment strategy, termed Epigenetically filtered Metagenomic Sequencing (EpiMeta-seq), to selectively enrich microbial cfDNA based on fundamental differences in DNA methylation between microbial and human genomes. Methods EpiMeta-seq uses the methylation-sensitive restriction enzyme HpaII to selectively digest unmethylated CCGG sites, which are prevalent in microbial genomes but largely methylated in human DNA. Only fragments cleaved once at unmethylated sites are incorporated into sequencing libraries, thereby enriching microbial cfDNA prior to sequencing. We assessed plasma samples from patients with microbiologically confirmed infections. Metagenomics informatics involved alignment, removal of host DNA, and taxonomic classification of sequencing reads to a curated reference database. Results In spike-in experiments at a 1:1000 dilution, EpiMeta-seq achieved a mean enrichment of 24.5-fold for fungal species and 11.4-fold for bacterial species compared with unenriched whole-genome sequencing. In 23 clinical plasma samples representing 12 pathogens, EpiMeta-seq produced an average 10.0-fold increase in microbial reads per million. Viral DNA showed the highest enrichment (mean 11.5-fold), while bacterial enrichment varied across species (1.2- to 30.8-fold). Conclusions By leveraging genome-wide methylation differences between host and microbial DNA, EpiMeta-seq is a proof-of-concept, orthogonal enrichment strategy for improving microbial cfDNA signal-to-background ratio across diverse pathogen types in metagenomic sequencing.
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