Risk prediction for Staphylococcus aureus surgical site infection following cardiothoracic surgery; A secondary analysis of the V710-P003 trial.

Identifying patients undergoing cardiothoracic surgery at high risk of Staphylococcus aureus surgical site infection (SSI) is a prerequisite for implementing effective preventive interventions. The objective of this study was to develop a risk prediction model for S. aureus SSI or bacteremia after c...

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Main Authors: Fleur P Paling, Karina Olsen, Kristin Ohneberg, Martin Wolkewitz, Vance G Fowler, Mark J DiNubile, Hasan S Jafri, Frangiscos Sifakis, Marc J M Bonten, Stephan J Harbarth, Jan A J W Kluytmans
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5862433?pdf=render
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spelling doaj-c85c0c00de904f37a8bfbecb516dc0f62020-11-25T02:31:45ZengPublic Library of Science (PLoS)PLoS ONE1932-62032018-01-01133e019344510.1371/journal.pone.0193445Risk prediction for Staphylococcus aureus surgical site infection following cardiothoracic surgery; A secondary analysis of the V710-P003 trial.Fleur P PalingKarina OlsenKristin OhnebergMartin WolkewitzVance G FowlerMark J DiNubileHasan S JafriFrangiscos SifakisMarc J M BontenStephan J HarbarthJan A J W KluytmansIdentifying patients undergoing cardiothoracic surgery at high risk of Staphylococcus aureus surgical site infection (SSI) is a prerequisite for implementing effective preventive interventions. The objective of this study was to develop a risk prediction model for S. aureus SSI or bacteremia after cardiothoracic surgery based on pre-operative variables.Data from the Merck Phase IIb/III S. aureus vaccine (V710-P003) clinical trial were analyzed. In this randomized placebo-controlled trial, the effect of preoperative vaccination against S. aureus was investigated in patients undergoing cardiothoracic surgery. The primary outcome was deep/superficial S. aureus SSI or S. aureus bacteremia through day 90 after surgery. Performance, calibration, and discrimination of the final model were assessed.Overall 164 out of 7,647 included patients (2.1%) developed S. aureus infection (149 SSI, 15 bacteremia, 28 both). Independent risk factors for developing the primary outcome were pre-operative colonization with S. aureus (OR 3.08, 95% confidence interval [CI] 2.23-4.22), diabetes mellitus (OR 1.87, 95% CI 1.34-2.60), BMI (OR 1.02 per kg/m2, 95% CI 0.99-1.05), and CABG (OR 2.67, 95% CI 1.91-3.78). Although vaccination had a significant (albeit modest) protective effect, it was omitted from the model because its addition did not significantly change the coefficients of the final model and V710-vaccine development has been discontinued due to insufficient efficacy. The final prediction model had moderate discriminative accuracy (AUC-value, 0.72).Pre-operative S. aureus colonization status, diabetes mellitus, BMI, and type of surgical procedure moderately predicted the risk of S. aureus SSI and/or bacteremia among patients undergoing cardiothoracic surgery.http://europepmc.org/articles/PMC5862433?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Fleur P Paling
Karina Olsen
Kristin Ohneberg
Martin Wolkewitz
Vance G Fowler
Mark J DiNubile
Hasan S Jafri
Frangiscos Sifakis
Marc J M Bonten
Stephan J Harbarth
Jan A J W Kluytmans
spellingShingle Fleur P Paling
Karina Olsen
Kristin Ohneberg
Martin Wolkewitz
Vance G Fowler
Mark J DiNubile
Hasan S Jafri
Frangiscos Sifakis
Marc J M Bonten
Stephan J Harbarth
Jan A J W Kluytmans
Risk prediction for Staphylococcus aureus surgical site infection following cardiothoracic surgery; A secondary analysis of the V710-P003 trial.
PLoS ONE
author_facet Fleur P Paling
Karina Olsen
Kristin Ohneberg
Martin Wolkewitz
Vance G Fowler
Mark J DiNubile
Hasan S Jafri
Frangiscos Sifakis
Marc J M Bonten
Stephan J Harbarth
Jan A J W Kluytmans
author_sort Fleur P Paling
title Risk prediction for Staphylococcus aureus surgical site infection following cardiothoracic surgery; A secondary analysis of the V710-P003 trial.
title_short Risk prediction for Staphylococcus aureus surgical site infection following cardiothoracic surgery; A secondary analysis of the V710-P003 trial.
title_full Risk prediction for Staphylococcus aureus surgical site infection following cardiothoracic surgery; A secondary analysis of the V710-P003 trial.
title_fullStr Risk prediction for Staphylococcus aureus surgical site infection following cardiothoracic surgery; A secondary analysis of the V710-P003 trial.
title_full_unstemmed Risk prediction for Staphylococcus aureus surgical site infection following cardiothoracic surgery; A secondary analysis of the V710-P003 trial.
title_sort risk prediction for staphylococcus aureus surgical site infection following cardiothoracic surgery; a secondary analysis of the v710-p003 trial.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2018-01-01
description Identifying patients undergoing cardiothoracic surgery at high risk of Staphylococcus aureus surgical site infection (SSI) is a prerequisite for implementing effective preventive interventions. The objective of this study was to develop a risk prediction model for S. aureus SSI or bacteremia after cardiothoracic surgery based on pre-operative variables.Data from the Merck Phase IIb/III S. aureus vaccine (V710-P003) clinical trial were analyzed. In this randomized placebo-controlled trial, the effect of preoperative vaccination against S. aureus was investigated in patients undergoing cardiothoracic surgery. The primary outcome was deep/superficial S. aureus SSI or S. aureus bacteremia through day 90 after surgery. Performance, calibration, and discrimination of the final model were assessed.Overall 164 out of 7,647 included patients (2.1%) developed S. aureus infection (149 SSI, 15 bacteremia, 28 both). Independent risk factors for developing the primary outcome were pre-operative colonization with S. aureus (OR 3.08, 95% confidence interval [CI] 2.23-4.22), diabetes mellitus (OR 1.87, 95% CI 1.34-2.60), BMI (OR 1.02 per kg/m2, 95% CI 0.99-1.05), and CABG (OR 2.67, 95% CI 1.91-3.78). Although vaccination had a significant (albeit modest) protective effect, it was omitted from the model because its addition did not significantly change the coefficients of the final model and V710-vaccine development has been discontinued due to insufficient efficacy. The final prediction model had moderate discriminative accuracy (AUC-value, 0.72).Pre-operative S. aureus colonization status, diabetes mellitus, BMI, and type of surgical procedure moderately predicted the risk of S. aureus SSI and/or bacteremia among patients undergoing cardiothoracic surgery.
url http://europepmc.org/articles/PMC5862433?pdf=render
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