Clinical utility of metagenomic next-generation sequencing in pathogen detection for lower respiratory tract infections.

IF 3.9 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Lan Min Lai, Qian-Bing Dai, Mei Ling Cao, Yang Liu, Rui Zhao, Lei Yuan
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引用次数: 0

Abstract

Identifying pathogens in patients with lower respiratory tract infections (LRTIs) has always been a major challenge. Metagenomic next-generation sequencing (mNGS) technology is a new diagnostic tool that can assist clinicians in the etiological diagnosis of LRTIs. This study focuses on the clinical value of mNGS in the diagnosis of suspected LRTIs. A total of 400 patients with suspected LRTIs admitted at the First Affiliated Hospital of Nanchang University from July 2020 to February 2023 were enrolled in this retrospective study. Bronchoalveolar lavage fluid (BALF) samples were analyzed using both mNGS and culture methods. The diagnostic accuracy of two approaches was systematically compared against the final clinical diagnosis, which served as the gold-standard reference. Of the 400 enrolled cases, 82.3% (329/400) were diagnosed with LRTIs. From these cases, mNGS identified 76.8% (307/400) truepositive cases, 8.0% (32/400) falsepositive cases, 9.8% (39/400) truenegative cases, and 5.5% (22/400) falsenegative cases. mNGS demonstrated significantly higher sensitivity [93.3% (307/329) vs. 55.6(183/329)%] alongside greater negative predictive values [63.9% (39/61) vs.25.9%(51/197)], whereas culture offered higher specificity [54.9%(39/71) vs. 71.8%(51/71)]. The area under the receiver-operating curve (AUC) of mNGS[0.744(95%CI: 0.67-0.82)]was significantly higher than that of cultures[0.636(95%CI: 0.57-0.71)]. Specifically, mNGS detected more Streptococcus pneumoniae (7.0% vs. 0%), Haemophilus influenzae (6.7% vs. 0%), Aspergillus (9.4% vs. 3.5%), Pneumocystis jirovecii (11.9% vs. 0%) and other intracellular pathogens. Of the 329 patients with LRTIs, antibiotic treatment was modified based on the mNGS results in more than half of the patients(50.5%,166/329), including 20 cases of adjusted antimicrobial regimens, 70 cases de-escalated the empirical antibiotic treatment, and 76 patients escalated the treatment by increasing dosage or medication. 60.8%(101/166) of patients responded to modified antibiotic treatment. Significant benefits of mNGS have been shown in pathogen identification and antimicrobial treatment stewardship in patients with LRTIs. For those with suboptimal therapeutic responses, physicians should be alert to some emerging intracellular pathogens, including Chlamydia psittaci, Mycobacterium tuberculosis, and Pneumocystis jirovecii.

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新一代宏基因组测序在下呼吸道感染病原体检测中的临床应用。
下呼吸道感染(LRTIs)患者的病原体鉴定一直是一个重大挑战。元基因组新一代测序(mNGS)技术是一种新的诊断工具,可以帮助临床医生进行下呼吸道感染的病因诊断。本研究主要探讨mNGS在诊断疑似下呼吸道感染中的临床价值。本回顾性研究纳入了2020年7月至2023年2月南昌大学第一附属医院收治的400例疑似下呼吸道感染患者。采用mNGS法和培养法对支气管肺泡灌洗液(BALF)样本进行分析。将两种方法的诊断准确性与临床最终诊断结果进行系统比较,作为金标准参考。在400例入组病例中,82.3%(329/400)被诊断为下呼吸道感染。mNGS检出真阳性76.8%(307/400),假阳性8.0%(32/400),真阴性9.8%(39/400),假阴性5.5%(22/400)。mNGS具有更高的敏感性[93.3% (307/329)vs. 55.6(183/329)%]和更高的阴性预测值[63.9% (39/61)vs.25.9%(51/197)],而培养具有更高的特异性[54.9%(39/71)vs. 71.8%(51/71)]。mNGS的受者-工作曲线下面积(AUC) [0.744(95%CI: 0.67-0.82)]显著高于培养物[0.636(95%CI: 0.57-0.71)]。具体来说,mNGS检测出更多的肺炎链球菌(7.0%比0%)、流感嗜血杆菌(6.7%比0%)、曲霉(9.4%比3.5%)、吉罗氏肺囊虫(11.9%比0%)和其他细胞内病原体。在329例LRTIs患者中,超过一半(50.5%,166/329)的患者根据mNGS结果修改了抗生素治疗方案,其中20例调整了抗菌药物方案,70例减少了经经验抗生素治疗,76例通过增加剂量或用药来增加治疗。60.8%(101/166)的患者对改良抗生素治疗有反应。mNGS在下呼吸道感染患者的病原体鉴定和抗菌治疗管理方面已显示出显著的益处。对于治疗效果不佳的患者,医生应警惕一些新出现的细胞内病原体,包括鹦鹉热衣原体、结核分枝杆菌和耶氏肺囊虫。
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
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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