TY - JOUR
T1 - Plasma metagenomic sequencing to detect and quantify bacterial DNA in ICU patients suspected of sepsis
T2 - A proof-of-principle study
AU - Kisat, Mehreen T.
AU - Odenheimer-Bergman, Ahuva
AU - Markus, Havell
AU - Joseph, Bellal
AU - Srivatsan, Sridhar N.
AU - Contente-Cuomo, Tania
AU - Khalpey, Zain
AU - Keim, Paul
AU - Okeeffe, Terence S
AU - Askari, Reza
AU - Salim, Ali
AU - Rhee, Peter M
AU - Murtaza, Muhammed
N1 - Funding Information:
M.T.K., A.O.-B., and M.M. are coinventors on pending patent application number US 2019/0153512 that includes methods described in this article. Some aspects of this research were supported by a Stand Up To Cancer Phillip A. Sharp Innovation in Collaboration Award, Grant Number (SU2C-AACR-PS-14) to M.M. Stand Up To Cancer is a program of the Entertainment Industry Foundation. Research grants are administered by the American Association for Cancer Research, the scientific partner of SU2C. The remaining authors declare no conflicts of interest.
Funding Information:
Some aspects of this research were supported by a Stand Up To Cancer Phillip A. Sharp Innovation in Collaboration Award, Grant Number (SU2C-AACR-PS-14) to M.M. Stand Up To Cancer is a program of the Entertainment Industry Foundation. Research grants are administered by the American Association for Cancer Research, the scientific partner of SU2C. The remaining authors declare no conflicts of interest.
Publisher Copyright:
Copyright © 2021 American Association for the Surgery of Trauma.
PY - 2021/12
Y1 - 2021/12
N2 - 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.
AB - 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.
KW - SIRS
KW - bacterial DNA
KW - biomarkers
KW - cell-free DNA
KW - sepsis
UR - http://www.scopus.com/inward/record.url?scp=85122110828&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85122110828&partnerID=8YFLogxK
U2 - 10.1097/TA.0000000000003396
DO - 10.1097/TA.0000000000003396
M3 - Article
C2 - 34510074
AN - SCOPUS:85122110828
SN - 2163-0755
VL - 91
SP - 988
EP - 994
JO - Journal of Trauma and Acute Care Surgery
JF - Journal of Trauma and Acute Care Surgery
IS - 6
ER -