Vachon Alicia, Seo Grace E, Patel Nishi H, Coffin Carla S, Marinier Eric, Eyras Eduardo, Osiowy Carla
Department of Medical Microbiology and Infectious Diseases, University of Manitoba, Winnipeg, MB, Canada.
National Microbiology Laboratory, Public Health Agency of Canada, Winnipeg, MB, Canada.
Front Microbiol. 2023 Aug 14;14:1233178. doi: 10.3389/fmicb.2023.1233178. eCollection 2023.
Serum hepatitis B virus (HBV) RNA is a promising new biomarker to manage and predict clinical outcomes of chronic hepatitis B (CHB) infection. However, the HBV serum transcriptome within encapsidated particles, which is the biomarker analyte measured in serum, remains poorly characterized. This study aimed to evaluate serum HBV RNA transcript composition and proportionality by PCR-cDNA nanopore sequencing of samples from CHB patients having varied HBV genotype (gt, A to F) and HBeAg status.
Longitudinal specimens from 3 individuals during and following pregnancy (approximately 7 months between time points) were also investigated. HBV RNA extracted from 16 serum samples obtained from 13 patients (73.3% female, 84.6% Asian) was sequenced and serum HBV RNA isoform detection and quantification were performed using three bioinformatic workflows; FLAIR, RATTLE, and a GraphMap-based workflow within the Galaxy application. A spike-in RNA variant (SIRV) control mix was used to assess run quality and coverage. The proportionality of transcript isoforms was based on total HBV reads determined by each workflow.
All chosen isoform detection workflows showed high agreement in transcript proportionality and composition for most samples. HBV pregenomic RNA (pgRNA) was the most frequently observed transcript isoform (93.8% of patient samples), while other detected transcripts included pgRNA spliced variants, 3' truncated variants and HBx mRNA, depending on the isoform detection method. Spliced variants of pgRNA were primarily observed in HBV gtB, C, E, or F-infected patients, with the Sp1 spliced variant detected most frequently. Twelve other pgRNA spliced variant transcripts were identified, including 3 previously unidentified transcripts, although spliced isoform identification was very dependent on the workflow used to analyze sequence data. Longitudinal sampling among pregnant and post-partum antiviral-treated individuals showed increasing proportions of 3' truncated pgRNA variants over time.
This study demonstrated long-read sequencing as a promising tool for the characterization of the serum HBV transcriptome. However, further studies are needed to better understand how serum HBV RNA isoform type and proportion are linked to CHB disease progression and antiviral treatment response.
血清乙型肝炎病毒(HBV)RNA是一种很有前景的新型生物标志物,可用于管理和预测慢性乙型肝炎(CHB)感染的临床结局。然而,衣壳化颗粒内的HBV血清转录组作为血清中测量的生物标志物分析物,其特征仍不清楚。本研究旨在通过对具有不同HBV基因型(gt,A至F)和HBeAg状态的CHB患者样本进行PCR-cDNA纳米孔测序,评估血清HBV RNA转录本组成和比例。
还研究了3名个体在孕期及产后(各时间点间隔约7个月)的纵向样本。对从13名患者(73.3%为女性,84.6%为亚洲人)获得的16份血清样本中提取的HBV RNA进行测序,并使用三种生物信息学工作流程进行血清HBV RNA异构体检测和定量分析;FLAIR、RATTLE以及Galaxy应用程序中基于GraphMap的工作流程。使用掺入RNA变体(SIRV)对照混合物评估测序运行质量和覆盖范围。转录本异构体的比例基于每个工作流程确定的总HBV读数。
对于大多数样本,所有选定的异构体检测工作流程在转录本比例和组成方面显示出高度一致性。HBV前基因组RNA(pgRNA)是最常观察到的转录本异构体(占患者样本的93.8%),而其他检测到的转录本包括pgRNA剪接变体、3'截短变体和HBx mRNA,具体取决于异构体检测方法。pgRNA的剪接变体主要在HBV gtB、C、E或F感染患者中观察到,其中Sp1剪接变体检测频率最高。还鉴定出12种其他pgRNA剪接变体转录本,包括3种先前未鉴定的转录本,不过剪接异构体的鉴定非常依赖于用于分析序列数据的工作流程。对孕期和产后接受抗病毒治疗个体的纵向采样显示,随着时间推移,3'截短的pgRNA变体比例增加。
本研究证明长读长测序是表征血清HBV转录组的一种很有前景的工具。然而,需要进一步研究以更好地了解血清HBV RNA异构体类型和比例如何与CHB疾病进展及抗病毒治疗反应相关联。