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横断面研究:三级医疗重症监护病房中下一代测序的诊断准确性

Cross-sectional Study: Diagnostic Accuracy of Next-generation Sequencing in a Tertiary Care Intensive Care Unit.

作者信息

Sawale Mihika, Raj Rishabh, Bhide Mugdha, Chanchalani Gunjan

机构信息

Department of Respiratory Medicine, K.J. Somaiya Hospital, Mumbai, Maharashtra, India.

Department of Critical Care Medicine, K.J. Somaiya Hospital, Mumbai, Maharashtra, India.

出版信息

Indian J Crit Care Med. 2025 Jun;29(6):498-503. doi: 10.5005/jp-journals-10071-24987. Epub 2025 Jun 5.

Abstract

BACKGROUND AND AIMS

Infectious diseases are a major cause of intensive care unit (ICU) mortality, where rapid pathogen identification is crucial. Traditional culture methods are slow and may miss fastidious organisms. Next-generation sequencing (NGS) offers rapid, comprehensive pathogen detection. This study assessed NGS accuracy compared to culture in a tertiary care ICU in India.

PATIENTS AND METHODS

A retrospective observational analysis of 187 ICU patients with suspected infections was conducted with IRB approval. Paired samples from blood, urine, bronchoalveolar lavage fluid (BALF), cerebrospinal fluid (CSF), and other body fluids underwent NGS and culture testing. Sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) were calculated using culture as the reference. Concordance was also assessed.

RESULTS

Next-generation sequencing demonstrated a sensitivity of 75%, specificity of 59.6%, PPV of 62.23%, and NPV of 72.84%. It detected pathogens in 56.68% of cases vs 47.06% by culture, identifying 17 atypical organisms in culture-negative cases. Sensitivity was highest in CSF (100%) and BALF (87.5%), while specificity was highest in pleural fluid (100%) and blood (87.5%). Overall concordance was 57.2%.

CONCLUSION

Next-generation sequencing has improved pathogen detection, identifying organisms missed by culture. High sensitivity across sample types suggests its value in ICU diagnostics. However, lower specificity, high cost, and standardization challenges limit standalone use.

CLINICAL SIGNIFICANCE

Next-generation sequencing facilitates an earlier ICU infection diagnosis, allowing for prompt targeted treatment and potentially reducing antimicrobial resistance. However, false positives and cost remain barriers. Combining NGS with conventional culture techniques could improve diagnostic accuracy and patient outcomes in the right subset of patients.

HOW TO CITE THIS ARTICLE

Sawale M, Raj R, Bhide M, Chanchalani G. Cross-sectional Study: Diagnostic Accuracy of Next-generation Sequencing in a Tertiary Care Intensive Care Unit. Indian J Crit Care Med 2025;29(6):498-503.

摘要

背景与目的

传染病是重症监护病房(ICU)死亡的主要原因,快速鉴定病原体至关重要。传统培养方法速度慢,可能会遗漏苛养菌。新一代测序(NGS)可提供快速、全面的病原体检测。本研究在印度一家三级医疗ICU中评估了NGS与培养法相比的准确性。

患者与方法

在获得机构审查委员会(IRB)批准后,对187例疑似感染的ICU患者进行了回顾性观察分析。对来自血液、尿液、支气管肺泡灌洗液(BALF)、脑脊液(CSF)和其他体液的配对样本进行了NGS和培养检测。以培养法为参照计算敏感性、特异性、阳性预测值(PPV)和阴性预测值(NPV)。还评估了一致性。

结果

新一代测序显示敏感性为75%,特异性为59.6%,PPV为62.23%,NPV为72.84%。它在56.68%的病例中检测到病原体,而培养法为47.06%,在培养阴性病例中鉴定出17种非典型病原体。敏感性在脑脊液(100%)和支气管肺泡灌洗液(87.5%)中最高,而特异性在胸水(100%)和血液(87.5%)中最高。总体一致性为57.2%。

结论

新一代测序改善了病原体检测,鉴定出了培养法遗漏的病原体。不同样本类型的高敏感性表明其在ICU诊断中的价值。然而,较低的特异性、高成本和标准化挑战限制了其单独使用。

临床意义

新一代测序有助于早期诊断ICU感染,实现及时的靶向治疗,并可能降低抗菌药物耐药性。然而,假阳性和成本仍然是障碍。将NGS与传统培养技术相结合可提高合适患者亚组的诊断准确性和患者预后。

如何引用本文

Sawale M, Raj R, Bhide M, Chanchalani G. 横断面研究:三级医疗重症监护病房中新一代测序的诊断准确性。《印度重症医学杂志》2025;29(6):498 - 503。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/da78/12186076/22e3d49c51a4/ijccm-29-6-498-g001.jpg

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