Cargando…

Noninvasive diagnosis of secondary infections in COVID-19 by sequencing of plasma microbial cell-free DNA

Secondary infection (SI) diagnosis in severe COVID-19 remains challenging. We correlated metagenomic sequencing of plasma microbial cell-free DNA (mcfDNA-Seq) with clinical SI assessment, immune response, and outcomes. We classified 42 COVID-19 inpatients as microbiologically confirmed-SI (Micro-SI,...

Descripción completa

Detalles Bibliográficos
Autores principales: Lisius, Grace, Duttagupta, Radha, Ahmed, Asim A., Hensley, Matthew, Al-Yousif, Nameer, Lu, Michael, Bain, William, Shah, Faraaz, Blauwkamp, Timothy A., Bercovici, Sivan, Schaefer, Caitlin, Qin, Shulin, Wang, Xiaohong, Zhang, Yingze, Mitchell, Kevin J., Hughes, Ellen K., Jacobs, Jana L., Naqvi, Asma, Haidar, Ghady, Mellors, John W., Methé, Barbara, McVerry, Bryan J., Morris, Alison, Kitsios, Georgios D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10641743/
https://www.ncbi.nlm.nih.gov/pubmed/37965142
http://dx.doi.org/10.1016/j.isci.2023.108093
_version_ 1785146821180391424
author Lisius, Grace
Duttagupta, Radha
Ahmed, Asim A.
Hensley, Matthew
Al-Yousif, Nameer
Lu, Michael
Bain, William
Shah, Faraaz
Blauwkamp, Timothy A.
Bercovici, Sivan
Schaefer, Caitlin
Qin, Shulin
Wang, Xiaohong
Zhang, Yingze
Mitchell, Kevin J.
Hughes, Ellen K.
Jacobs, Jana L.
Naqvi, Asma
Haidar, Ghady
Mellors, John W.
Methé, Barbara
McVerry, Bryan J.
Morris, Alison
Kitsios, Georgios D.
author_facet Lisius, Grace
Duttagupta, Radha
Ahmed, Asim A.
Hensley, Matthew
Al-Yousif, Nameer
Lu, Michael
Bain, William
Shah, Faraaz
Blauwkamp, Timothy A.
Bercovici, Sivan
Schaefer, Caitlin
Qin, Shulin
Wang, Xiaohong
Zhang, Yingze
Mitchell, Kevin J.
Hughes, Ellen K.
Jacobs, Jana L.
Naqvi, Asma
Haidar, Ghady
Mellors, John W.
Methé, Barbara
McVerry, Bryan J.
Morris, Alison
Kitsios, Georgios D.
author_sort Lisius, Grace
collection PubMed
description Secondary infection (SI) diagnosis in severe COVID-19 remains challenging. We correlated metagenomic sequencing of plasma microbial cell-free DNA (mcfDNA-Seq) with clinical SI assessment, immune response, and outcomes. We classified 42 COVID-19 inpatients as microbiologically confirmed-SI (Micro-SI, n = 8), clinically diagnosed-SI (Clinical-SI, n = 13, i.e., empiric antimicrobials), or no-clinical-suspicion-for-SI (No-Suspected-SI, n = 21). McfDNA-Seq was successful in 73% of samples. McfDNA detection was higher in Micro-SI (94%) compared to Clinical-SI (57%, p = 0.03), and unexpectedly high in No-Suspected-SI (83%), similar to Micro-SI. We detected culture-concordant mcfDNA species in 81% of Micro-SI samples. McfDNA correlated with LRT 16S rRNA bacterial burden (r = 0.74, p = 0.02), and biomarkers (white blood cell count, IL-6, IL-8, SPD, all p < 0.05). McfDNA levels were predictive of worse 90-day survival (hazard ratio 1.30 [1.02–1.64] for each log(10) mcfDNA, p = 0.03). High mcfDNA levels in COVID-19 patients without clinical SI suspicion may suggest SI under-diagnosis. McfDNA-Seq offers a non-invasive diagnostic tool for pathogen identification, with prognostic value on clinical outcomes.
format Online
Article
Text
id pubmed-10641743
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-106417432023-11-14 Noninvasive diagnosis of secondary infections in COVID-19 by sequencing of plasma microbial cell-free DNA Lisius, Grace Duttagupta, Radha Ahmed, Asim A. Hensley, Matthew Al-Yousif, Nameer Lu, Michael Bain, William Shah, Faraaz Blauwkamp, Timothy A. Bercovici, Sivan Schaefer, Caitlin Qin, Shulin Wang, Xiaohong Zhang, Yingze Mitchell, Kevin J. Hughes, Ellen K. Jacobs, Jana L. Naqvi, Asma Haidar, Ghady Mellors, John W. Methé, Barbara McVerry, Bryan J. Morris, Alison Kitsios, Georgios D. iScience Article Secondary infection (SI) diagnosis in severe COVID-19 remains challenging. We correlated metagenomic sequencing of plasma microbial cell-free DNA (mcfDNA-Seq) with clinical SI assessment, immune response, and outcomes. We classified 42 COVID-19 inpatients as microbiologically confirmed-SI (Micro-SI, n = 8), clinically diagnosed-SI (Clinical-SI, n = 13, i.e., empiric antimicrobials), or no-clinical-suspicion-for-SI (No-Suspected-SI, n = 21). McfDNA-Seq was successful in 73% of samples. McfDNA detection was higher in Micro-SI (94%) compared to Clinical-SI (57%, p = 0.03), and unexpectedly high in No-Suspected-SI (83%), similar to Micro-SI. We detected culture-concordant mcfDNA species in 81% of Micro-SI samples. McfDNA correlated with LRT 16S rRNA bacterial burden (r = 0.74, p = 0.02), and biomarkers (white blood cell count, IL-6, IL-8, SPD, all p < 0.05). McfDNA levels were predictive of worse 90-day survival (hazard ratio 1.30 [1.02–1.64] for each log(10) mcfDNA, p = 0.03). High mcfDNA levels in COVID-19 patients without clinical SI suspicion may suggest SI under-diagnosis. McfDNA-Seq offers a non-invasive diagnostic tool for pathogen identification, with prognostic value on clinical outcomes. Elsevier 2023-10-11 /pmc/articles/PMC10641743/ /pubmed/37965142 http://dx.doi.org/10.1016/j.isci.2023.108093 Text en © 2023 The Authors https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Lisius, Grace
Duttagupta, Radha
Ahmed, Asim A.
Hensley, Matthew
Al-Yousif, Nameer
Lu, Michael
Bain, William
Shah, Faraaz
Blauwkamp, Timothy A.
Bercovici, Sivan
Schaefer, Caitlin
Qin, Shulin
Wang, Xiaohong
Zhang, Yingze
Mitchell, Kevin J.
Hughes, Ellen K.
Jacobs, Jana L.
Naqvi, Asma
Haidar, Ghady
Mellors, John W.
Methé, Barbara
McVerry, Bryan J.
Morris, Alison
Kitsios, Georgios D.
Noninvasive diagnosis of secondary infections in COVID-19 by sequencing of plasma microbial cell-free DNA
title Noninvasive diagnosis of secondary infections in COVID-19 by sequencing of plasma microbial cell-free DNA
title_full Noninvasive diagnosis of secondary infections in COVID-19 by sequencing of plasma microbial cell-free DNA
title_fullStr Noninvasive diagnosis of secondary infections in COVID-19 by sequencing of plasma microbial cell-free DNA
title_full_unstemmed Noninvasive diagnosis of secondary infections in COVID-19 by sequencing of plasma microbial cell-free DNA
title_short Noninvasive diagnosis of secondary infections in COVID-19 by sequencing of plasma microbial cell-free DNA
title_sort noninvasive diagnosis of secondary infections in covid-19 by sequencing of plasma microbial cell-free dna
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10641743/
https://www.ncbi.nlm.nih.gov/pubmed/37965142
http://dx.doi.org/10.1016/j.isci.2023.108093
work_keys_str_mv AT lisiusgrace noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT duttaguptaradha noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT ahmedasima noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT hensleymatthew noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT alyousifnameer noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT lumichael noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT bainwilliam noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT shahfaraaz noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT blauwkamptimothya noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT bercovicisivan noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT schaefercaitlin noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT qinshulin noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT wangxiaohong noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT zhangyingze noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT mitchellkevinj noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT hughesellenk noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT jacobsjanal noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT naqviasma noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT haidarghady noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT mellorsjohnw noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT methebarbara noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT mcverrybryanj noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT morrisalison noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna
AT kitsiosgeorgiosd noninvasivediagnosisofsecondaryinfectionsincovid19bysequencingofplasmamicrobialcellfreedna