A Whole Genome Sequencing (WGS) Approach to Predict Daptomycin (DAP) Susceptibility of Enterococcus faecium. (4th October 2017)
- Record Type:
- Journal Article
- Title:
- A Whole Genome Sequencing (WGS) Approach to Predict Daptomycin (DAP) Susceptibility of Enterococcus faecium. (4th October 2017)
- Main Title:
- A Whole Genome Sequencing (WGS) Approach to Predict Daptomycin (DAP) Susceptibility of Enterococcus faecium
- Authors:
- Contreras, German
Diaz, Lorena
Rios, Rafael
Reyes, Katherine C
Kamboj, Mini
Lewis, Jessica
Rincon, Sandra
Reyes, Jinnethe
Carvajal, Lina Paola
Panesso, Diana
Sifri, Costi D
Zervos, Marcus
Pamer, Eric
Tran, Truc T
Shelburne, Samuel
Munita, Jose
Arias, Cesar - Abstract:
- Abstract: Background: We have previously shown that vancomycin-resistant E. faecium (VRE) with DAP MICs close to the breakpoint (4 µg/mL) harbor genetic changes associated with DAP resistance (DAP-R). Further, DAP MIC was a predictor of poor microbiological eradication in patients with VRE bacteremia treated with DAP. Furthermore, DAP-susceptible VRE isolates with DAP MIC of 3–4 µg/mL (Etest) were more likely to fail DAP therapy, independently of the DAP dose used. Here, we used WGS to determine whether mutations associated with DAP-R could predict DAP MICs. Methods: We performed WGS to identify potential determinants of DAP-R in 80 E. faecium isolates (62 DAP-S and 18 DAP-R recovered from bloodstream and other infection sites) in diverse US geographical locations. Two modeling strategies were employed with the aim of increasing the robustness of our prediction strategy, (i) a logistic regression model approach to predict the probability of an isolate of exhibiting a DAP MIC of ≥ 3µg/dl based on the presence of relevant mutations, and (ii) a linear regression model to predict a single doubling dilution increase on DAP MIC in the presence or absence of mutations associated with DAP-R, after transforming MICs to a log2 scale. Statistical significance ( P value) was set at <0.05. Results: Out of 62 genetic determinants examined, the presence of substitutions in LiaFSR or YycFGHI systems were independent predictors of an isolate exhibiting DAP MIC ≥ 3 µg/mL (logistic model,Abstract: Background: We have previously shown that vancomycin-resistant E. faecium (VRE) with DAP MICs close to the breakpoint (4 µg/mL) harbor genetic changes associated with DAP resistance (DAP-R). Further, DAP MIC was a predictor of poor microbiological eradication in patients with VRE bacteremia treated with DAP. Furthermore, DAP-susceptible VRE isolates with DAP MIC of 3–4 µg/mL (Etest) were more likely to fail DAP therapy, independently of the DAP dose used. Here, we used WGS to determine whether mutations associated with DAP-R could predict DAP MICs. Methods: We performed WGS to identify potential determinants of DAP-R in 80 E. faecium isolates (62 DAP-S and 18 DAP-R recovered from bloodstream and other infection sites) in diverse US geographical locations. Two modeling strategies were employed with the aim of increasing the robustness of our prediction strategy, (i) a logistic regression model approach to predict the probability of an isolate of exhibiting a DAP MIC of ≥ 3µg/dl based on the presence of relevant mutations, and (ii) a linear regression model to predict a single doubling dilution increase on DAP MIC in the presence or absence of mutations associated with DAP-R, after transforming MICs to a log2 scale. Statistical significance ( P value) was set at <0.05. Results: Out of 62 genetic determinants examined, the presence of substitutions in LiaFSR or YycFGHI systems were independent predictors of an isolate exhibiting DAP MIC ≥ 3 µg/mL (logistic model, LiaFSR OR 8.9, P < 0.0001 and YycFGHI OR 6.2; P < 0.0001) or of an increase in DAP MIC (lineal model; LiaFSR β 14.6; P < 0.04; YycFGHI β 1.7; P < 0.0001) and were consistent in both models. When we evaluated individual genetic changes within the proteins from both systems, substitutions in YycG were associated with the greatest increase on DAP MIC (8.0-fold; β = 3.0, 95% CI 2.8–4.1 P < 0.0001), followed by LiaF (3.0-fold; β 1.5, 95% CI 0.17–2.9 P = 0.028;), LiaS (2.0-fold; β = 0.9, 95% CI 0.2–1.6; P = 0.006) and LiaR (1.7-fold; β = 0.8, 95% CI 0.1–1.5, P = 0.021). Conclusion: Our data indicate that WGS may identify organisms with elevated DAP MIC that, even if not above the clinical breakpoint, may lead to microbiological failure. WGS has the potential of providing a better guidance for DAP therapy. Disclosures: M. Zervos, Merck: Investigator, Research grant Genentech: Investigator, Research grant Cempra: Investigator, Research grant Pfizer: Investigator, Research grant … (more)
- Is Part Of:
- Open forum infectious diseases. Volume 4(2017)Supplement 1
- Journal:
- Open forum infectious diseases
- Issue:
- Volume 4(2017)Supplement 1
- Issue Display:
- Volume 4, Issue 1 (2017)
- Year:
- 2017
- Volume:
- 4
- Issue:
- 1
- Issue Sort Value:
- 2017-0004-0001-0000
- Page Start:
- S602
- Page End:
- S602
- Publication Date:
- 2017-10-04
- Subjects:
- Communicable diseases -- Periodicals
Medical microbiology -- Periodicals
Infection -- Periodicals
616.9 - Journal URLs:
- http://ofid.oxfordjournals.org/ ↗
http://www.oxfordjournals.org/en/ ↗ - DOI:
- 10.1093/ofid/ofx163.1580 ↗
- Languages:
- English
- ISSNs:
- 2328-8957
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - BLDSS-3PM
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