Plasma metagenomic sequencing to detect and quantify bacterial DNA in ICU patients suspected of sepsis: A proof-of-principle study

Mehreen T. Kisat, Ahuva Odenheimer-Bergman, Havell Markus, Bellal Joseph, Sridhar N. Srivatsan, Tania Contente-Cuomo, Zain Khalpey, Paul Keim, Terence O'Keeffe, Reza Askari, Ali Salim, Peter Rhee, Muhammed Murtaza

Research output: Contribution to journalArticlepeer-review

Abstract

BACKGROUND: Timely recognition of sepsis and identification of pathogens can improve outcomes in critical care patients but microbial cultures have low accuracy and long turnaround times. In this proof-of-principle study, we describe metagenomic sequencing and analysis of nonhuman DNA in plasma. We hypothesized that quantitative analysis of bacterial DNA (bDNA) levels in plasma can enable detection and monitoring of pathogens. METHODS: We enrolled 30 patients suspected of sepsis in the surgical trauma intensive care unit and collected plasma samples at the time of diagnostic workup for sepsis (baseline), and 7 days and 14 days later. We performed metagenomic sequencing of plasma DNA and used computational classification of sequencing reads to detect and quantify total and pathogen-specific bDNA fraction. To improve assay sensitivity, we developed an enrichment method for bDNA based on size selection for shorter fragment lengths. Differences in bDNA fractions between samples were evaluated using t test and linear mixed-effects model, following log transformation. RESULTS: We analyzed 72 plasma samples from 30 patients. Twenty-seven samples (37.5%) were collected at the time of infection. Median total bDNA fraction was 1.6 times higher in these samples compared with samples with no infection (0.011% and 0.0068%, respectively, p < 0.001). In 17 patients who had active infection at enrollment and at least one follow-up sample collected, total bDNA fractions were higher at baseline compared with the next sample (p < 0.001). Following enrichment, bDNA fractions increased in paired samples by a mean of 16.9-fold. Of 17 samples collected at the time when bacterial pathogens were identified, we detected pathogen-specific DNA in 13 plasma samples (76.5%). CONCLUSION: Bacterial DNA levels in plasma are elevated in critically ill patients with active infection. Pathogen-specific DNA is detectable in plasma, particularly after enrichment using selection for shorter fragments. Serial changes in bDNA levels may be informative of treatment response. LEVEL OF EVIDENCE: Epidemiologic/Prognostic, Level V.

Original languageEnglish (US)
Pages (from-to)988-994
Number of pages7
JournalJournal of Trauma and Acute Care Surgery
Volume91
Issue number6
DOIs
StatePublished - Dec 1 2021

ASJC Scopus subject areas

  • Surgery
  • Critical Care and Intensive Care Medicine

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