Diagnostic value of metagenomic next-generation sequencing for bronchoalveolar lavage diagnostics in patients with lower respiratory tract infections

IF 2.1 4区 医学 Q3 INFECTIOUS DISEASES
Xiaojian Jiang , Hua Guo , Jia Sun , Yuanlin Guan , Ziyang Xie
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Abstract

Background

Current diagnostic methods of lower respiratory tract infections (LRTIs) often lack specificity, underscoring the necessity for advanced technologies such as metagenomic next-generation sequencing (mNGS).

Methods

This retrospective study compared bronchoalveolar lavage fluid (BALF) analysis using mNGS and conventional microbiological tests (CMT) to evaluate their effectiveness in pathogen identification and alignment with clinical diagnoses.

Results

In this study involving 369 patients suspected of LTRIs, mNGS identified pathogens in 342 cases (92.7%), showing superior diagnostic performance compared to CMT (58.8%). The positive agreement and negative agreement rates of mNGS were 92.7% and 96.3%, respectively, both significantly higher than those of CMT (both p<0.001). The sensitivity, specificity, positive predictive value, and negative predictive value of mNGS were significantly higher than those of CMT, with values of 99.7% vs. 57.1%, 68.4% vs. 26.3%, 96.5% vs. 87.1%, and 96.3% vs. 6.3%, respectively (all p<0.001). Pathogen detection rates among the patients showed that 89.7% had evidence of LRTIs, with bacterial infections (20.1%), mycoplasma (13.6%), mycobacterium (4.3%), fungal (4.1%), viral (3.3%), and mixed infections (44.4%) being the most common. Furthermore, the study also differentiated the distribution of pathogens between adults and pediatric patients, and assessed the impact of pathogen types on severe outcomes using multivariate logistic regression, revealing that viral and fungal infections were more likely associated with severe symptoms, whereas mycoplasma infections typically presented with milder symptoms.

Conclusions

BALF mNGS proves effective for rapid, comprehensive pathogen detection in LRTIs, warranting its early use for enhanced diagnosis and management, especially across different age groups.
元基因组新一代测序在下呼吸道感染患者支气管肺泡灌洗诊断中的诊断价值
背景下呼吸道感染(LRTIs)的现有诊断方法往往缺乏特异性,这凸显了元基因组下一代测序(mNGS)等先进技术的必要性。方法这项回顾性研究比较了使用 mNGS 和传统微生物检验(CMT)对支气管肺泡灌洗液(BALF)进行的分析,以评估它们在病原体鉴定方面的有效性以及与临床诊断的一致性。结果在这项涉及 369 例疑似 LRTI 患者的研究中,mNGS 鉴定出了 342 例(92.7%)病例中的病原体,与 CMT(58.8%)相比显示出更优越的诊断性能。mNGS 的阳性一致率和阴性一致率分别为 92.7% 和 96.3%,均显著高于 CMT(均 p<0.001)。mNGS 的敏感性、特异性、阳性预测值和阴性预测值均明显高于 CMT,分别为 99.7% vs. 57.1%、68.4% vs. 26.3%、96.5% vs. 87.1%、96.3% vs. 6.3%(均 p<0.001)。患者的病原体检出率显示,89.7%的患者有证据表明患有 LRTI,其中最常见的是细菌感染(20.1%)、支原体感染(13.6%)、分枝杆菌感染(4.3%)、真菌感染(4.1%)、病毒感染(3.3%)和混合感染(44.4%)。此外,该研究还区分了成人和儿童患者的病原体分布,并使用多元逻辑回归评估了病原体类型对严重后果的影响,结果显示病毒和真菌感染更可能与严重症状相关,而支原体感染通常症状较轻。
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来源期刊
CiteScore
5.30
自引率
3.40%
发文量
149
审稿时长
56 days
期刊介绍: Diagnostic Microbiology and Infectious Disease keeps you informed of the latest developments in clinical microbiology and the diagnosis and treatment of infectious diseases. Packed with rigorously peer-reviewed articles and studies in bacteriology, immunology, immunoserology, infectious diseases, mycology, parasitology, and virology, the journal examines new procedures, unusual cases, controversial issues, and important new literature. Diagnostic Microbiology and Infectious Disease distinguished independent editorial board, consisting of experts from many medical specialties, ensures you extensive and authoritative coverage.
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