Plasma Microbial Cell-Free DNA Sequencing Technology for the Diagnosis of Sepsis in the ICU

Sepsis is a common life-threatening disease in the intensive care unit (ICU) that is usually treated empirically without pathogen identification. As a non-invasive and high-throughput technology, plasma microbial cell-free DNA (mcfDNA) sequencing can detect unknown pathogens independent of previous...

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Main Authors: Lili Wang, Wenzheng Guo, Hui Shen, Jian Guo, Donghua Wen, Yuetian Yu, Wenjuan Wu
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Molecular Biosciences
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fmolb.2021.659390/full
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spelling doaj-ee0648292eb64385a9e38f9b851f4f312021-05-28T09:15:36ZengFrontiers Media S.A.Frontiers in Molecular Biosciences2296-889X2021-05-01810.3389/fmolb.2021.659390659390Plasma Microbial Cell-Free DNA Sequencing Technology for the Diagnosis of Sepsis in the ICULili Wang0Wenzheng Guo1Hui Shen2Jian Guo3Donghua Wen4Yuetian Yu5Wenjuan Wu6Department of Laboratory Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, ChinaDepartment of Laboratory Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, ChinaDepartment of Laboratory Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, ChinaDepartment of Laboratory Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, ChinaDepartment of Laboratory Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, ChinaDepartment of Critical Care Medicine, Ren Ji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, ChinaDepartment of Laboratory Medicine, Shanghai East Hospital, Tongji University School of Medicine, Shanghai, ChinaSepsis is a common life-threatening disease in the intensive care unit (ICU) that is usually treated empirically without pathogen identification. As a non-invasive and high-throughput technology, plasma microbial cell-free DNA (mcfDNA) sequencing can detect unknown pathogens independent of previous clinical or laboratory information. In this study, a total of 199 cases suspected of bloodstream infection (BSI) from January 2020 to June 2020 were collected, and potential pathogens were detected by simultaneous blood culture and plasma mcfDNA sequencing. Other clinical microbiological assays were performed within 7 days of plasma mcfDNA sequencing, including smear, culture of samples taken from relevant infected sites, and β-D-glucan/galactomannan (BDG/GM) tests, among others. The diagnoses were classified as sepsis [94 (47.2%)], non-sepsis [87 (43.7%)], and non-infectious disease [18 (9.0%)]. The sensitivity and specificity of plasma mcfDNA sequencing for diagnosing sepsis were 68.1 and 63.2%, respectively, which were significantly better than those of blood culture, especially for the common bacteria that cause hospital-acquired infection, namely, Acinetobacter baumannii (p < 0.01) and Klebsiella pneumoniae (p < 0.01), and DNA viruses (plasma mcfDNA sequencing only, p < 0.01). However, there was no significant difference in the rate of positivity between plasma mcfDNA sequencing and blood culture for antibiotic-non-exposed cases (43.6 vs. 30.9%, p = 0.17). In the non-sepsis group, 44.8% of cases (13/29) detected only by plasma mcfDNA sequencing showed infections in other parts of the body, such as lower respiratory infection (LRI), intra-abdominal infection (IAI) and central nervous system infection (CNSI). For some common pathogens (not including anaerobes), turnaround time (TAT) 3 (TAT from the initiation of blood sample processing by nucleic acid extraction to the completion of sequencing analysis) was longer than TAT1 (TAT from blood culture bottles in Virtuo to off Virtuo). With disease progression, significant dynamic changes in microbial species were clearly detected by plasma mcfDNA sequencing.https://www.frontiersin.org/articles/10.3389/fmolb.2021.659390/fullmicrobial cell-free DNAsequencingculturediagnosissepsisintensive care unit
collection DOAJ
language English
format Article
sources DOAJ
author Lili Wang
Wenzheng Guo
Hui Shen
Jian Guo
Donghua Wen
Yuetian Yu
Wenjuan Wu
spellingShingle Lili Wang
Wenzheng Guo
Hui Shen
Jian Guo
Donghua Wen
Yuetian Yu
Wenjuan Wu
Plasma Microbial Cell-Free DNA Sequencing Technology for the Diagnosis of Sepsis in the ICU
Frontiers in Molecular Biosciences
microbial cell-free DNA
sequencing
culture
diagnosis
sepsis
intensive care unit
author_facet Lili Wang
Wenzheng Guo
Hui Shen
Jian Guo
Donghua Wen
Yuetian Yu
Wenjuan Wu
author_sort Lili Wang
title Plasma Microbial Cell-Free DNA Sequencing Technology for the Diagnosis of Sepsis in the ICU
title_short Plasma Microbial Cell-Free DNA Sequencing Technology for the Diagnosis of Sepsis in the ICU
title_full Plasma Microbial Cell-Free DNA Sequencing Technology for the Diagnosis of Sepsis in the ICU
title_fullStr Plasma Microbial Cell-Free DNA Sequencing Technology for the Diagnosis of Sepsis in the ICU
title_full_unstemmed Plasma Microbial Cell-Free DNA Sequencing Technology for the Diagnosis of Sepsis in the ICU
title_sort plasma microbial cell-free dna sequencing technology for the diagnosis of sepsis in the icu
publisher Frontiers Media S.A.
series Frontiers in Molecular Biosciences
issn 2296-889X
publishDate 2021-05-01
description Sepsis is a common life-threatening disease in the intensive care unit (ICU) that is usually treated empirically without pathogen identification. As a non-invasive and high-throughput technology, plasma microbial cell-free DNA (mcfDNA) sequencing can detect unknown pathogens independent of previous clinical or laboratory information. In this study, a total of 199 cases suspected of bloodstream infection (BSI) from January 2020 to June 2020 were collected, and potential pathogens were detected by simultaneous blood culture and plasma mcfDNA sequencing. Other clinical microbiological assays were performed within 7 days of plasma mcfDNA sequencing, including smear, culture of samples taken from relevant infected sites, and β-D-glucan/galactomannan (BDG/GM) tests, among others. The diagnoses were classified as sepsis [94 (47.2%)], non-sepsis [87 (43.7%)], and non-infectious disease [18 (9.0%)]. The sensitivity and specificity of plasma mcfDNA sequencing for diagnosing sepsis were 68.1 and 63.2%, respectively, which were significantly better than those of blood culture, especially for the common bacteria that cause hospital-acquired infection, namely, Acinetobacter baumannii (p < 0.01) and Klebsiella pneumoniae (p < 0.01), and DNA viruses (plasma mcfDNA sequencing only, p < 0.01). However, there was no significant difference in the rate of positivity between plasma mcfDNA sequencing and blood culture for antibiotic-non-exposed cases (43.6 vs. 30.9%, p = 0.17). In the non-sepsis group, 44.8% of cases (13/29) detected only by plasma mcfDNA sequencing showed infections in other parts of the body, such as lower respiratory infection (LRI), intra-abdominal infection (IAI) and central nervous system infection (CNSI). For some common pathogens (not including anaerobes), turnaround time (TAT) 3 (TAT from the initiation of blood sample processing by nucleic acid extraction to the completion of sequencing analysis) was longer than TAT1 (TAT from blood culture bottles in Virtuo to off Virtuo). With disease progression, significant dynamic changes in microbial species were clearly detected by plasma mcfDNA sequencing.
topic microbial cell-free DNA
sequencing
culture
diagnosis
sepsis
intensive care unit
url https://www.frontiersin.org/articles/10.3389/fmolb.2021.659390/full
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