Peripheral blood microbiome signature and Mycobacterium tuberculosis-derived rsRNA as diagnostic biomarkers for tuberculosis in human.

IF 7.5 2区 医学 Q1 MEDICINE, RESEARCH & EXPERIMENTAL Journal of Translational Medicine Pub Date : 2025-02-19 DOI:10.1186/s12967-025-06190-2
Wei Gu, Zhigang Huang, Yunfan Fan, Ting Li, Xinyuan Yu, Zhiyuan Chen, Yan Hu, Aimei Li, Fengmin Zhang, Yingmei Fu
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Abstract

Background: Tuberculosis (TB) is a major global health issue. Early diagnosis of TB is still a challenge. Studies are seeking non-sputum biomarker-based TB test. Emerging evidence indicates potential significance of blood microbiome signatures for diseases. However, blood microbiome RNA profiles are unknown in TB. We aimed to characterize the blood microbiome of TB patients and identify Mycobacterium tuberculosis (Mtb) genome-derived small RNA molecules to serve as diagnostic biomarkers for TB.

Methods: RNA sequencing data of the blood from TB patients and healthy controls were retrieved from the NCBI-SRA database for analyzing the blood microbiome and identifying rRNA-derived small RNA (rsRNA) of Mtb. Small RNA-seq was performed on plasma exosomes from TB patients and healthy controls. The levels of the candidate Mtb rsRNAs were determined by real-time quantitative reverse transcription PCR (RT-qPCR) on plasma from a separate cohort of 73 TB patients and 62 healthy controls.

Results: The blood microbiome of TB patients consisted of RNA signals from bacteria, fungi, archaea, and viruses, with bacteria accounting for more than 97% of the total. Reduced blood microbial diversity and abundance of 6 Mycobacterium-associated bacterial genera, including Mycobacterium, Priestia, Nocardioides, Agrobacterium, Bradyrhizobium, and Escherichia, were significantly altered in the blood of TB patients. A diagnostic model for TB based on the 6 genera achieved an area under the curve (AUC) of 0.8945. rsRNAs mapped to the Mtb genome were identified from blood and plasma exosomes of TB patients. RT-qPCR results showed that 2 Mtb-derived rsRNAs, 16 S-L1 and 16 S-L2, could be used as diagnostic biomarkers to differentiate TB patients from healthy controls, with a high co-diagnostic efficacy (AUC = 0.7197).

Conclusions: A panel of blood microbiome signatures and Mtb-derived rsRNAs can serve as blood biomarkers for TB diagnosis.

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外周血微生物组特征和结核分枝杆菌衍生的rsRNA作为人类结核病的诊断生物标志物。
背景:结核病(TB)是一个重大的全球卫生问题。结核病的早期诊断仍然是一个挑战。研究正在寻求基于非痰生物标志物的结核病检测方法。新出现的证据表明血液微生物组特征对疾病的潜在意义。然而,结核病患者的血液微生物组RNA谱尚不清楚。我们的目的是表征结核病患者的血液微生物组,并鉴定结核分枝杆菌(Mtb)基因组衍生的小RNA分子,以作为结核病的诊断生物标志物。方法:从NCBI-SRA数据库中检索结核患者和健康对照血液的RNA测序数据,分析血液微生物组,鉴定结核分枝杆菌rrna衍生小RNA (rsRNA)。对TB患者和健康对照的血浆外泌体进行小rna测序。通过实时定量反转录PCR (RT-qPCR)检测73名结核病患者和62名健康对照者的血浆中候选结核分枝杆菌rsRNAs的水平。结果:TB患者血液微生物组由细菌、真菌、古生菌和病毒的RNA信号组成,其中细菌占97%以上。结核患者血液中6种分枝杆菌相关细菌属(包括分枝杆菌、Priestia、Nocardioides、农杆菌、慢生根瘤菌和埃希氏菌)的血液微生物多样性和丰度显著降低。基于6个属的结核诊断模型的曲线下面积(AUC)为0.8945。从结核病患者的血液和血浆外泌体中鉴定出映射到结核分枝杆菌基因组的rsRNAs。RT-qPCR结果显示,mtb衍生的2个rsRNAs(16个S-L1和16个S-L2)可作为结核患者与健康对照的诊断生物标志物,具有较高的联合诊断效能(AUC = 0.7197)。结论:一组血液微生物组特征和mtb衍生的rsRNAs可以作为结核病诊断的血液生物标志物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Translational Medicine
Journal of Translational Medicine 医学-医学:研究与实验
CiteScore
10.00
自引率
1.40%
发文量
537
审稿时长
1 months
期刊介绍: The Journal of Translational Medicine is an open-access journal that publishes articles focusing on information derived from human experimentation to enhance communication between basic and clinical science. It covers all areas of translational medicine.
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