Patients with infectious diseases undergoing mechanical ventilation in the intensive care unit have better prognosis after receiving metagenomic next-generation sequencing assay

Objectives: To evaluate the relation between metagenomic next-generation sequencing (mNGS) and the prognosis of patients with infectious diseases undergoing mechanical ventilation in the intensive care unit (ICU). Methods: This is a single-center observational study, comparing nonrandomly assigned d...

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Main Authors: Yin Xi, Jing Zhou, Zhimin Lin, Weibo Liang, Chun Yang, Dongdong Liu, Yonghao Xu, Lingbo Nong, Sibei Chen, Yuheng Yu, Weiqun He, Jie Zhang, Rong Zhang, Xuesong Liu, Xiaoqing Liu, Ling Sang, Yuanda Xu, Yimin Li
Format: Article
Language:English
Published: Elsevier 2022-09-01
Series:International Journal of Infectious Diseases
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S120197122200457X
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author Yin Xi
Jing Zhou
Zhimin Lin
Weibo Liang
Chun Yang
Dongdong Liu
Yonghao Xu
Lingbo Nong
Sibei Chen
Yuheng Yu
Weiqun He
Jie Zhang
Rong Zhang
Xuesong Liu
Xiaoqing Liu
Ling Sang
Yuanda Xu
Yimin Li
author_facet Yin Xi
Jing Zhou
Zhimin Lin
Weibo Liang
Chun Yang
Dongdong Liu
Yonghao Xu
Lingbo Nong
Sibei Chen
Yuheng Yu
Weiqun He
Jie Zhang
Rong Zhang
Xuesong Liu
Xiaoqing Liu
Ling Sang
Yuanda Xu
Yimin Li
author_sort Yin Xi
collection DOAJ
description Objectives: To evaluate the relation between metagenomic next-generation sequencing (mNGS) and the prognosis of patients with infectious diseases undergoing mechanical ventilation in the intensive care unit (ICU). Methods: This is a single-center observational study, comparing nonrandomly assigned diagnostic approaches. We analyzed the medical records of 228 patients with suspected infectious diseases undergoing mechanical ventilation in the ICU from March 2018 to May 2020. The concordance of pathogen results was also assessed for the results of mNGS, culture, and polymerase chain reaction assays. Results: The 28-day mortality of the patients in the mNGS group was lower after the baseline difference correction (19.23% (20/104) vs 29.03% (36/124) , P = 0.039). Subgroup analysis showed that mNGS assay was associated with improved 28-day mortality of patients who are not immunosuppressed (14.06% vs 29.82%, P = 0.018). Not performing mNGS assay, higher acute physiology and chronic health evaluation II score, and hypertension are independent risk factors for 28-day mortality. The mNGS assay presented an advantage in pathogen positivity (69.8% double-positive and 25.0% mNGS-positive only), and the concordance between these two assays was 79.0%. Conclusion: mNGS survey may be associated with a better prognosis by reducing 28-day mortality of patients with infectious diseases on mechanical ventilation in the ICU. This technique presented an advantage in pathogen positivity over traditional methods.
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spelling doaj.art-6192649455c44202a1821baea37c05692022-12-22T04:24:03ZengElsevierInternational Journal of Infectious Diseases1201-97122022-09-01122959969Patients with infectious diseases undergoing mechanical ventilation in the intensive care unit have better prognosis after receiving metagenomic next-generation sequencing assayYin Xi0Jing Zhou1Zhimin Lin2Weibo Liang3Chun Yang4Dongdong Liu5Yonghao Xu6Lingbo Nong7Sibei Chen8Yuheng Yu9Weiqun He10Jie Zhang11Rong Zhang12Xuesong Liu13Xiaoqing Liu14Ling Sang15Yuanda Xu16Yimin Li17State Key Laboratory of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, Guangzhou, 510120, ChinaState Key Laboratory of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, Guangzhou, 510120, ChinaState Key Laboratory of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, Guangzhou, 510120, ChinaState Key Laboratory of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, Guangzhou, 510120, ChinaState Key Laboratory of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, Guangzhou, 510120, ChinaState Key Laboratory of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, Guangzhou, 510120, ChinaState Key Laboratory of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, Guangzhou, 510120, ChinaState Key Laboratory of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, Guangzhou, 510120, ChinaState Key Laboratory of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, Guangzhou, 510120, ChinaState Key Laboratory of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, Guangzhou, 510120, ChinaState Key Laboratory of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, Guangzhou, 510120, ChinaState Key Laboratory of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, Guangzhou, 510120, ChinaState Key Laboratory of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, Guangzhou, 510120, ChinaState Key Laboratory of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, Guangzhou, 510120, ChinaState Key Laboratory of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, Guangzhou, 510120, ChinaCorrespondence to: Ling Sang, State Key Lab of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, 151 Yanjiang Road, Guangzhou, 510120, China, Tel: +86-20-83062114, Fax: +86-20-83062729.; State Key Laboratory of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, Guangzhou, 510120, ChinaYuanda Xu, State Key Lab of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, 151 Yanjiang Road, Guangzhou, 510120, China, Tel: +86-20-83062114, Fax: +86-20-83062729.; State Key Laboratory of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, Guangzhou, 510120, ChinaYimin Li, State Key Lab of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, 151 Yanjiang Road, Guangzhou, 510120, China, Tel: +86-20-83062114, Fax: +86-20-83062729.; State Key Laboratory of Respiratory Diseases, National Clinical Research Center for Respiratory Disease, Guangzhou Institute of Respiratory Health, The First Affiliated Hospital of Guangzhou Medical University, Department of Pulmonary and Critical Care Medicine, Guangzhou, 510120, ChinaObjectives: To evaluate the relation between metagenomic next-generation sequencing (mNGS) and the prognosis of patients with infectious diseases undergoing mechanical ventilation in the intensive care unit (ICU). Methods: This is a single-center observational study, comparing nonrandomly assigned diagnostic approaches. We analyzed the medical records of 228 patients with suspected infectious diseases undergoing mechanical ventilation in the ICU from March 2018 to May 2020. The concordance of pathogen results was also assessed for the results of mNGS, culture, and polymerase chain reaction assays. Results: The 28-day mortality of the patients in the mNGS group was lower after the baseline difference correction (19.23% (20/104) vs 29.03% (36/124) , P = 0.039). Subgroup analysis showed that mNGS assay was associated with improved 28-day mortality of patients who are not immunosuppressed (14.06% vs 29.82%, P = 0.018). Not performing mNGS assay, higher acute physiology and chronic health evaluation II score, and hypertension are independent risk factors for 28-day mortality. The mNGS assay presented an advantage in pathogen positivity (69.8% double-positive and 25.0% mNGS-positive only), and the concordance between these two assays was 79.0%. Conclusion: mNGS survey may be associated with a better prognosis by reducing 28-day mortality of patients with infectious diseases on mechanical ventilation in the ICU. This technique presented an advantage in pathogen positivity over traditional methods.http://www.sciencedirect.com/science/article/pii/S120197122200457XMetagenomic next-generation sequencingIntensive care unitSevere pneumoniaPrognosisPathogens diagnosisMortality
spellingShingle Yin Xi
Jing Zhou
Zhimin Lin
Weibo Liang
Chun Yang
Dongdong Liu
Yonghao Xu
Lingbo Nong
Sibei Chen
Yuheng Yu
Weiqun He
Jie Zhang
Rong Zhang
Xuesong Liu
Xiaoqing Liu
Ling Sang
Yuanda Xu
Yimin Li
Patients with infectious diseases undergoing mechanical ventilation in the intensive care unit have better prognosis after receiving metagenomic next-generation sequencing assay
International Journal of Infectious Diseases
Metagenomic next-generation sequencing
Intensive care unit
Severe pneumonia
Prognosis
Pathogens diagnosis
Mortality
title Patients with infectious diseases undergoing mechanical ventilation in the intensive care unit have better prognosis after receiving metagenomic next-generation sequencing assay
title_full Patients with infectious diseases undergoing mechanical ventilation in the intensive care unit have better prognosis after receiving metagenomic next-generation sequencing assay
title_fullStr Patients with infectious diseases undergoing mechanical ventilation in the intensive care unit have better prognosis after receiving metagenomic next-generation sequencing assay
title_full_unstemmed Patients with infectious diseases undergoing mechanical ventilation in the intensive care unit have better prognosis after receiving metagenomic next-generation sequencing assay
title_short Patients with infectious diseases undergoing mechanical ventilation in the intensive care unit have better prognosis after receiving metagenomic next-generation sequencing assay
title_sort patients with infectious diseases undergoing mechanical ventilation in the intensive care unit have better prognosis after receiving metagenomic next generation sequencing assay
topic Metagenomic next-generation sequencing
Intensive care unit
Severe pneumonia
Prognosis
Pathogens diagnosis
Mortality
url http://www.sciencedirect.com/science/article/pii/S120197122200457X
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