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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.
Afiliação
  • Lisius G; Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA.
  • Duttagupta R; Karius Inc, Redwood City, CA 94065, USA.
  • Ahmed AA; Karius Inc, Redwood City, CA 94065, USA.
  • Hensley M; Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA.
  • Al-Yousif N; Division of Pulmonary, Critical Care, and Sleep Medicine, MetroHealth Medical Center, Cleveland, OH 44109, USA.
  • Lu M; Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA.
  • Bain W; Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA.
  • Shah F; Veterans Affairs Pittsburgh Health System, Pittsburgh, PA 15240, USA.
  • Blauwkamp TA; Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA.
  • Bercovici S; Veterans Affairs Pittsburgh Health System, Pittsburgh, PA 15240, USA.
  • Schaefer C; Karius Inc, Redwood City, CA 94065, USA.
  • Qin S; Karius Inc, Redwood City, CA 94065, USA.
  • Wang X; Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA.
  • Zhang Y; Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA.
  • Mitchell KJ; Center for Medicine and the Microbiome, University of Pittsburgh, Pittsburgh, PA 15213, USA.
  • Hughes EK; Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA.
  • Jacobs JL; Center for Medicine and the Microbiome, University of Pittsburgh, Pittsburgh, PA 15213, USA.
  • Naqvi A; Division of Pulmonary, Allergy, Critical Care and Sleep Medicine, University of Pittsburgh, Pittsburgh, PA 15213, USA.
  • Haidar G; Computer Vision Group, VeyTel LLC, Pittsburgh, PA 15217, USA.
  • Mellors JW; Computer Vision Group, VeyTel LLC, Pittsburgh, PA 15217, USA.
  • Methé B; University of Pittsburgh School of Medicine, Division of Infectious Diseases, Pittsburgh, PA 15213, USA.
  • McVerry BJ; University of Pittsburgh School of Medicine, Division of Infectious Diseases, Pittsburgh, PA 15213, USA.
  • Morris A; University of Pittsburgh School of Medicine, Division of Infectious Diseases, Pittsburgh, PA 15213, USA.
  • Kitsios GD; University of Pittsburgh School of Medicine, Division of Infectious Diseases, Pittsburgh, PA 15213, USA.
iScience ; 26(11): 108093, 2023 Nov 17.
Article em En | MEDLINE | ID: mdl-37965142
ABSTRACT
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 log10 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.
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Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article

Texto completo: 1 Base de dados: MEDLINE Idioma: En Ano de publicação: 2023 Tipo de documento: Article