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宏基因组下一代测序在疑似中枢神经系统感染病原体检测中的临床应用和评估。

Clinical application and evaluation of metagenomic next-generation sequencing in pathogen detection for suspected central nervous system infections.

机构信息

Department of Clinical Laboratory, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, 330006, People's Republic of China.

出版信息

Sci Rep. 2024 Jul 23;14(1):16961. doi: 10.1038/s41598-024-68034-1.


DOI:10.1038/s41598-024-68034-1
PMID:39043813
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11266612/
Abstract

Central nervous system Infections (CNSIs) is a disease characterized by complex pathogens, rapid disease progression, high mortality rate and high disability rate. Here, we evaluated the clinical value of metagenomic next generation sequencing (mNGS) in the diagnosis of central nervous system infections and explored the factors affecting the results of mNGS. We conducted a retrospective study to compare mNGS with conventional methods including culture, smear and etc. 111 suspected CNS infectious patients were enrolled in this study, and clinical data were recorded. Chi-square test were used to evaluate independent binomial variables, taking p < 0.05 as statistically significant threshold. Of the 111 enrolled cases, 57.7% (64/111) were diagnosed with central nervous system infections. From these cases, mNGS identified 39.6% (44/111) true-positive cases, 7.2% (8/111) false-positive case, 35.1% (39/111) true-negative cases, and 18.0% (20/111) false-negative cases. The sensitivity and specificity of mNGS were 68.7% (44/64) and 82.9% (39/47), respectively. Compared with culture, mNGS provided a higher pathogen detection rate in CNSIs patients (68.7% (44/64) vs. 26.5% (17/64), p < 0.0001). Compared to conventional methods, positive percent agreement and negative percent agreement was 84.60% (44/52) and 66.1% (39/59) separately. At a species-specific read number (SSRN) ≥ 2, mNGS performance in the diagnosis of definite viral encephalitis and/or meningitis was optimal (area under the curve [AUC] 0.758, 95% confidence interval [CI] 0.663-0.854). In bacterial CNSIs patients with significant CSF abnormalities (CSF WBC > 300*10/L), the positive rate of CSF mNGS is higher. To sum up, conventional microbiologic testing is insufficient to detect all neuroinvasive pathogens, and mNGS exhibited satisfactory diagnostic performance in CNSIs and with an overall detection rate higher than culture (p < 0.0001).

摘要

中枢神经系统感染(CNSIs)是一种以病原体复杂、疾病进展迅速、死亡率和致残率高为特征的疾病。在这里,我们评估了宏基因组下一代测序(mNGS)在中枢神经系统感染诊断中的临床价值,并探讨了影响 mNGS 结果的因素。我们进行了一项回顾性研究,将 mNGS 与包括培养、涂片等在内的常规方法进行了比较。共纳入 111 例疑似中枢神经系统感染患者,记录其临床资料。采用卡方检验比较独立二项变量,以 P 值<0.05 为统计学显著阈值。在纳入的 111 例患者中,57.7%(64/111)诊断为中枢神经系统感染。在这些病例中,mNGS 鉴定出 39.6%(44/111)真阳性病例、7.2%(8/111)假阳性病例、35.1%(39/111)真阴性病例和 18.0%(20/111)假阴性病例。mNGS 的灵敏度和特异性分别为 68.7%(44/64)和 82.9%(39/47)。与培养相比,mNGS 提高了中枢神经系统感染患者的病原体检出率(68.7%(44/64)比 26.5%(17/64),P<0.0001)。与常规方法相比,阳性百分一致率和阴性百分一致率分别为 84.60%(44/52)和 66.1%(39/59)。在种特异性读长数(SSRN)≥2 时,mNGS 在诊断明确的病毒性脑炎和/或脑膜炎中的性能最佳(曲线下面积[AUC]0.758,95%置信区间[CI]0.663-0.854)。在脑脊液白细胞计数(CSF WBC)>300*10/L 显著异常的细菌性中枢神经系统感染患者中,CSF mNGS 的阳性率更高。总之,常规微生物学检测不足以检测所有神经侵袭性病原体,mNGS 在中枢神经系统感染中的诊断性能令人满意,总检出率高于培养(P<0.0001)。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a554/11266612/3a2dff6b1cda/41598_2024_68034_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a554/11266612/adc4a211109b/41598_2024_68034_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a554/11266612/54bf2e7d8a79/41598_2024_68034_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a554/11266612/3c5023acc4d3/41598_2024_68034_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a554/11266612/3a2dff6b1cda/41598_2024_68034_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a554/11266612/adc4a211109b/41598_2024_68034_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a554/11266612/54bf2e7d8a79/41598_2024_68034_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a554/11266612/3c5023acc4d3/41598_2024_68034_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/a554/11266612/3a2dff6b1cda/41598_2024_68034_Fig4_HTML.jpg

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[2]
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[3]
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[4]
Intracranial infection in an adult caused by , diagnosed using mNGS technology: a case report.

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[5]
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[6]
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[7]
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[8]
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本文引用的文献

[1]
Metagenomic next-generation sequencing of plasma cell-free DNA improves the early diagnosis of suspected infections.

BMC Infect Dis. 2024-2-12

[2]
Metagenomic next-generation sequencing for diagnosis of infectious encephalitis and meningitis: a retrospective study of 90 patients.

Neurol Res. 2024-2

[3]
Psittacosis caused severe community-acquired pneumonia accompanied by acute hypoxic respiratory failure: a multicenter retrospective cohort study from China.

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Clinical application value of metagenomic next-generation sequencing in the diagnosis of central nervous system infections.

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Metagenomic Next-Generation Sequencing for Diagnosis of Infectious Encephalitis and Meningitis: A Large, Prospective Case Series of 213 Patients.

Front Cell Infect Microbiol. 2020

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