Development of a new diagnostic tool for rapid detection ... · Discussion and conclusions •Novel...
Transcript of Development of a new diagnostic tool for rapid detection ... · Discussion and conclusions •Novel...
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Development of a new diagnostic tool for rapid detection of bloodstream infections
in patients on home parenteral nutritionusing ‘droplet digital PCR’ (ddPCR)
Drs. Yannick Wouters, PhD-studentDr. Geert Wanten, head intestinal failure unit Radboudumc, Nijmegen, The Netherlands June 22, 2019
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No disclosures
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Diagnosis of bloodstream infections
• Bloodstream infections:• 1 episode every 1–5 years
• Diagnosis with blood cultures (‘gold standard’):• Slow (1-2 days bacteria, 1-5 days fungi)• False-negative results (antibiotics)
37°C
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Molecular techniques
• Advantages:– Culture-independent • Detection of pathogen DNA (dead or alive)
– Rapid diagnosis (4-8 hours)• Rapid tailoring of treatment
– Decreased morbidity and mortality– Shorter hospital stay
• Disadvantage:• Moderate sensitivity (65-85%) to detect pathogens
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Droplet digital PCR
• Novel molecular technique
• Innovative
• Developed to increase sensitivity
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1/25 (4%)
1/2 (50%)
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Two studies in one
• Feasibility study (does it work?)
• Diagnostic accuracy study (sensitivity?)
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Feasibility of ddPCR
• Can we detect pathogen DNA with ddPCR?
• What is the ‘detection limit’ of the ddPCR?
• How fast can we detect pathogen DNA?
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Can we detect pathogen DNA with ddPCR?
• Both bacteria and fungi
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Detection limit of ddPCR
= 1 human DNA strand
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How fast can we detect pathogen DNA?
Detection time:
Collecting blood Detection pathogen DNA
4 hours
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Diagnostic accuracy of ddPCR
• Nijmegen, The Netherlands
• Retrospective cohort of adult intestinal failure patients
• Suspicion of a bloodstream infection
• Admitted to the Radboudumc between 2008-2010
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Design diagnostic accuracy study
37°C
HPN
?
?
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Results diagnostic accuracy study
• 45 patients suspected of a bloodstream infection:• 15 had positive blood cultures
Blood culturesPositive
ddPCRPositive 12Negative 3Total: 15
12/15 correct: Sensitivity = 80%
123
15
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Discussion and conclusions
• Novel diagnostic tool for pathogen DNA detection
• Detection of pathogen DNA is possible within 4 hours
• Extremely low detection limit (1 in 40.000)
• Acceptable sensitivity (80%):• Further optimization is required• Larger (prospective) studies is needed
More information: Breakout Session 3 Sunday 4:20 PM - 5:05 PM
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Questions?
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Development of a new diagnostic tool for rapid detection of bloodstream infections
using ‘droplet digital PCR’ (ddPCR) in patients on home parenteral nutrition
Drs. Yannick Wouters, PhD-studentDr. Geert Wanten, head intestinal failure unit Radboudumc, Nijmegen, The Netherlands June 22, 2019
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Results diagnostic accuracy study
• 45 patients suspected of a bloodstream infection:• 15 had positive blood cultures• 30 had negative blood cultures
Blood culturesPositive Negative
ddPCRPositive 12 4Negative 3 26Total 15 30
12/15 correct: Sensitivity = 80%
12 43 26
3015
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Bloodstream infection
Bacteria Gram-positivebacteria
Gram-negativebacteria
Fungi
Sensitivity (95%CI) 80 (52–96) 83 (52–98) 71 (29–96) 67 (22–96) 60 (15–95)
Specificity (95%CI) 87 (69–96) 82 (65–93) 89 (75–97) 92 (79–98) 100 (91–100)
LR+ (95%CI) 6.00 (2.33–15.46) 4.58 (2.13–9.87) 6.79 (2.40–19.17) 8.67 (2.54–29.52) NA
LR– (95%CI) 0.23 (0.08–0.64) 0.20 (0.06–0.73) 0.32 (0.10–1.04) 0.36 (0.12–1.12) 0.40 (0.14–1.17)
PPV (95%CI) 75 (54–89) 63 (44–78) 56 (31–78) 57 (28–82) NA
NPV (95%CI) 90 (76–96) 93 (79–98) 94 (84–98) 95 (85–98) 95 (85–99)