TY - JOUR
T1 - Circulating biomarkers may be unable to detect infection at the early phase of sepsis in ICU patients
T2 - the CAPTAIN prospective multicenter cohort study
AU - The Captain Study Group
AU - Parlato, Marianna
AU - Philippart, François
AU - Rouquette, Alexandra
AU - Moucadel, Virginie
AU - Puchois, Virginie
AU - Blein, Sophie
AU - Bedos, Jean Pierre
AU - Diehl, Jean Luc
AU - Hamzaoui, Olfa
AU - Annane, Djillali
AU - Journois, Didier
AU - Ben Boutieb, Myriam
AU - Estève, Laurent
AU - Fitting, Catherine
AU - Treluyer, Jean Marc
AU - Pachot, Alexandre
AU - Adib-Conguy, Minou
AU - Cavaillon, Jean Marc
AU - Misset, Benoît
AU - Jacqmin, Sébastien
AU - Lagrange, Alix
AU - de Pinot de Villechenon, Gabrielle
AU - Aissaoui, Nadia
AU - Guerot, Emmanuel
AU - Venot, Marion
AU - Prat, Dominique
AU - Sztrymf, Benjamin
AU - Maxime, Virginie
AU - Polito, Andrea
AU - Bouhemad, Belaïd
AU - Bruel, Cédric
AU - Ethuin, Frédéric
AU - Fournier, Julien
AU - Garrouste-Orgeas, Maïté
AU - Gregoire, Charles
AU - Lau, Nicolas
AU - Crosnier, Pierrick
AU - Laurent, Virginie
AU - Merceron, Sybille
AU - Bournaud, Elsa
AU - Lecomte, Laurence
AU - Yugueros-Marcos, Javier
AU - Coste, Joël
AU - Souza-Fonseca-Guimaraes, Fernando
N1 - Publisher Copyright:
© 2018, Springer-Verlag GmbH Germany, part of Springer Nature and ESICM.
PY - 2018/7/1
Y1 - 2018/7/1
N2 - Purpose: Sepsis and non-septic systemic inflammatory response syndrome (SIRS) are the same syndromes, differing by their cause, sepsis being secondary to microbial infection. Microbiological tests are not enough to detect infection early. While more than 50 biomarkers have been proposed to detect infection, none have been repeatedly validated. Aim: To assess the accuracy of circulating biomarkers to discriminate between sepsis and non-septic SIRS. Methods: The CAPTAIN study was a prospective observational multicenter cohort of 279 ICU patients with hypo- or hyperthermia and criteria of SIRS, included at the time the attending physician considered antimicrobial therapy. Investigators collected blood at inclusion to measure 29 plasma compounds and ten whole blood RNAs, and—for those patients included within working hours—14 leukocyte surface markers. Patients were classified as having sepsis or non-septic SIRS blindly to the biomarkers results. We used the LASSO method as the technique of multivariate analysis, because of the large number of biomarkers. Results: During the study period, 363 patients with SIRS were screened, 84 having exclusion criteria. Ninety-one patients were classified as having non-septic SIRS and 188 as having sepsis. Eight biomarkers had an area under the receiver operating curve (ROC-AUC) over 0.6 with a 95% confidence interval over 0.5. LASSO regression identified CRP and HLA-DRA mRNA as being repeatedly associated with sepsis, and no model performed better than CRP alone (ROC-AUC 0.76 [0.68–0.84]). Conclusions: The circulating biomarkers tested were found to discriminate poorly between sepsis and non-septic SIRS, and no combination performed better than CRP alone.
AB - Purpose: Sepsis and non-septic systemic inflammatory response syndrome (SIRS) are the same syndromes, differing by their cause, sepsis being secondary to microbial infection. Microbiological tests are not enough to detect infection early. While more than 50 biomarkers have been proposed to detect infection, none have been repeatedly validated. Aim: To assess the accuracy of circulating biomarkers to discriminate between sepsis and non-septic SIRS. Methods: The CAPTAIN study was a prospective observational multicenter cohort of 279 ICU patients with hypo- or hyperthermia and criteria of SIRS, included at the time the attending physician considered antimicrobial therapy. Investigators collected blood at inclusion to measure 29 plasma compounds and ten whole blood RNAs, and—for those patients included within working hours—14 leukocyte surface markers. Patients were classified as having sepsis or non-septic SIRS blindly to the biomarkers results. We used the LASSO method as the technique of multivariate analysis, because of the large number of biomarkers. Results: During the study period, 363 patients with SIRS were screened, 84 having exclusion criteria. Ninety-one patients were classified as having non-septic SIRS and 188 as having sepsis. Eight biomarkers had an area under the receiver operating curve (ROC-AUC) over 0.6 with a 95% confidence interval over 0.5. LASSO regression identified CRP and HLA-DRA mRNA as being repeatedly associated with sepsis, and no model performed better than CRP alone (ROC-AUC 0.76 [0.68–0.84]). Conclusions: The circulating biomarkers tested were found to discriminate poorly between sepsis and non-septic SIRS, and no combination performed better than CRP alone.
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U2 - 10.1007/s00134-018-5228-3
DO - 10.1007/s00134-018-5228-3
M3 - Article
C2 - 29959455
AN - SCOPUS:85049152579
SN - 0342-4642
VL - 44
SP - 1061
EP - 1070
JO - Intensive Care Medicine
JF - Intensive Care Medicine
IS - 7
ER -