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      Metagenomic next-generation sequencing for the clinical diagnosis and prognosis of acute respiratory distress syndrome caused by severe pneumonia: a retrospective study

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          Abstract

          Background

          Metagenome next-generation sequencing (mNGS) is a valuable diagnostic tool that can be used for the identification of early pathogens of acute respiratory distress syndrome (ARDS) in severe pneumonia. Little is known about the use of this technology in clinical application and the evaluation of the prognostic value of ARDS.

          Methods

          We performed a retrospective cohort study of patients with ARDS caused by severe pneumonia. Samples were collected from patients in the intensive care unit (ICU) of Jiangmen Central Hospital from January 2018 to August 2019. The no-next generation sequencing (NGS) group was composed of patients given conventional microbiological tests to examine sputum, blood, or bronchoalveolar lavage fluid. The NGS group was composed of patients tested using mNGS and conventional microbiological tests. We evaluated the etiological diagnostic effect and clinical prognostic value of mNGS in patients with ARDS caused by severe pneumonia.

          Results

          The overall positive rate (91.1%) detected by the mNGS method was significantly higher than that of the culture method (62.2%, P = 0.001), and antibody plus polymerase chain reaction (28.9%, P < 0.001). Following adjustment of the treatment plan based on microbial testing results, the Acute Physiology and Chronic Health Evaluation-II (APACHE II) score of the NGS group was lower than that of the no-NGS group 7 days after treatment ( P < 0.05). The 28-day mortality rate of the NGS group was significantly lower than that of the no-NGS group ( P < 0.05). Longer ICU stay, higher APACHE II score and sequential organ failure assessment score were risk factors for the death of ARDS, and adjusting the medication regimen based on mNGS results was a protective factor. The detection of mNGS can significantly shorten the ICU stay of immunosuppressed patients ( P < 0.01), shorten the ventilation time ( P < 0.01), and reduce the ICU hospitalization cost ( P < 0.05).

          Conclusions

          Metagenome next-generation sequencing is a valuable tool to determine the etiological value of ARDS caused by severe pneumonia to improve diagnostic accuracy and prognosis for this disease. For immunosuppressed patients, mNGS technology can be used in the early stage to provide more diagnostic evidence and guide medications.

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          Most cited references15

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          Microbiological Diagnostic Performance of Metagenomic Next-generation Sequencing When Applied to Clinical Practice

          Metagenomic next-generation sequencing (mNGS) was suggested to potentially replace traditional microbiological methodology because of its comprehensiveness. However, clinical experience with application of the test is relatively limited.
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            A review of methods for the detection of pathogenic microorganisms

            The testing and rapid detection of pathogenic organisms is a crucial protocol in the prevention and identification of crises related to health, safety and wellbeing. The testing and rapid detection of pathogenic organisms is a crucial protocol in the prevention and identification of crises related to health, safety and wellbeing. Pathogen detection has become one of the most challenging aspects in the food and water industries, because of the rapid spread of waterborne and foodborne diseases in the community and at significant costs. With the prospect of inevitable population growth, and an influx of tourism to certain water bodies testing will become a requirement to control and prevent possible outbreaks of potentially fatal illnesses. The legislation is already particularly rigorous in the food industry, where failure to detect pathogenic materials represents a catastrophic event, particularly for the elderly, very young or immune-compromised population types. In spite of the need and requirement for rapid analytical testing, conventional and standard bacterial detection assays may take up to seven days to yield a result. Given the advent of new technologies, biosensors, chemical knowledge and miniaturisation of instrumentation this timescale is not acceptable. This review presents an opportunity to fill a knowledge gap for an extremely important research area; discussing the main techniques, biology, chemistry, miniaturisation, sensing and the emerging state-of-the-art research and developments for detection of pathogens in food, water, blood and faecal samples.
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              Diagnosis and treatment of community‐acquired pneumonia in adults: 2016 clinical practice guidelines by the Chinese Thoracic Society, Chinese Medical Association

              Abstract Community‐acquired pneumonia (CAP) in adults is an infectious disease with high morbidity in China and the rest of the world. With the changing pattern in the etiological profile of CAP and advances in medical techniques in diagnosis and treatment over time, Chinese Thoracic Society of Chinese Medical Association updated its CAP guideline in 2016 to address the standard management of CAP in Chinese adults. Extensive and comprehensive literature search was made to collect the data and evidence for experts to review and evaluate the level of evidence. Corresponding recommendations are provided appropriately based on the level of evidence. This updated guideline covers comprehensive topics on CAP, including aetiology, antimicrobial resistance profile, diagnosis, empirical and targeted treatments, adjunctive and supportive therapies, as well as prophylaxis. The recommendations may help clinicians manage CAP patients more effectively and efficiently. CAP in pediatric patients and immunocompromised adults is beyond the scope of this guideline. This guideline is only applicable for the immunocompetent CAP patients aged 18 years and older. The recommendations on selection of antimicrobial agents and the dosing regimens are not mandatory. The clinicians are recommended to prescribe and adjust antimicrobial therapies primarily based on their local etiological profile and results of susceptibility testing, with reference to this guideline.
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                Author and article information

                Contributors
                Journal
                PeerJ
                PeerJ
                PeerJ
                PeerJ
                PeerJ
                PeerJ Inc. (San Diego, USA )
                2167-8359
                29 July 2020
                2020
                : 8
                : e9623
                Affiliations
                [1 ]Department of Respiratory Medicine, The First Affiliated Hospital of Jinan University , Guangzhou, Guangdong, China
                [2 ]Department of Critical Care Medicine, Jiangmen Central Hospital, Affiliated Jiangmen Hospital of Sun Yat-sen University , Jiangmen, Guangdong, China
                [3 ]BGI PathoGenesis Pharmaceutical Technology Co., Ltd, BGI-Shenzhen , Shenzhen, Guangdong, China
                [4 ]BGI Wuhan Biotechnology, BGI-Shenzhen , Wuhan, Hubei, China
                [5 ]Department of Neurology, Jiangmen Central Hospital, Affiliated Jiangmen Hospital of Sun Yat-sen University , Jiangmen, Guangdong, China
                [6 ]Clinical Experimental Center, Jiangmen Central Hospital, Affiliated Jiangmen Hospital of Sun Yat-sen University , Jiangmen, Guangdong, China
                [7 ]Department of Respiration Medicine, Jiangmen Central Hospital, Affiliated Jiangmen Hospital of Sun Yat-sen University , Jiangmen, Guangdong, China
                Author information
                http://orcid.org/0000-0001-6036-2685
                Article
                9623
                10.7717/peerj.9623
                7395598
                32821543
                766ef80f-4b0d-47e4-bfe5-8b02cc68680c
                © 2020 Zhang et al.

                This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.

                History
                : 11 March 2020
                : 7 July 2020
                Funding
                Funded by: National Natural Science Foundation of China
                Award ID: 81802918
                Funded by: National Science and Technology Major Project of China
                Award ID: 2018ZX10305409-001-001
                Funded by: Science and Technology Project of Guangdong Province
                Award ID: 2019A1515011565, 2018A030310007
                Funded by: Science Foundation of Guangdong Province Bureau of Traditional Chinese Medicine
                Award ID: 20181273
                Funded by: Medical Science Foundation of Jiangmen Central Hospital
                Award ID: J201801
                This study was supported by the grants from the National Natural Science Foundation of China (81802918), National Science and Technology Major Project of China (2018ZX10305409-001-001), the Science and Technology Project of Guangdong Province (2019A1515011565, 2018A030310007), the Science Foundation of Guangdong Province Bureau of Traditional Chinese Medicine (20181273) and the Medical Science Foundation of Jiangmen Central Hospital (J201801). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Bioinformatics
                Molecular Biology
                Emergency and Critical Care
                Infectious Diseases
                Respiratory Medicine

                severe pneumonia,acute respiratory distress syndrome,metagenomic next-generation sequencing (mngs),immunosuppressive,diagnosis,clinical prognosis

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