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,...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
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 |