TY - JOUR
T1 - Procalcitonin (PCT) levels for ruling-out bacterial coinfection in ICU patients with influenza
T2 - A CHAID decision-tree analysis
AU - SEMICYUC/GETGAG Working Group
AU - Rodríguez, Alejandro H.
AU - Avilés-Jurado, Francesc X.
AU - Díaz, Emili
AU - Schuetz, Philipp
AU - Trefler, Sandra I.
AU - Solé-Violán, Jordi
AU - Cordero, Lourdes
AU - Vidaur, Loreto
AU - Estella, Ángel
AU - Pozo Laderas, Juan C.
AU - Socias, Lorenzo
AU - Vergara, Juan C.
AU - Zaragoza, Rafael
AU - Bonastre, Juan
AU - Guerrero, José E.
AU - Suberviola, Borja
AU - Cilloniz, Catia
AU - Restrepo, Marcos I.
AU - Martín-Loeches, Ignacio
N1 - Funding Information:
Dr P. Schuetz has received financial support from Thermo Fisher Scientific Biomarkers and bioMérieux to attend meetings and fulfil speaking engagements, and has received research grants from both companies.
Funding Information:
This study was endorsed by the SEMICYUC (Spanish Society of Intensive Care Medicine). We thank the GETGAG (Influenza A/H1N1 Working Group from SEMICYUC) investigators for their contributions to the research. The findings and conclusions in this report are those of the authors and do not necessarily represent the official position of the SEMICYUC.
Publisher Copyright:
© 2015 The British Infection Association.
PY - 2016/2/1
Y1 - 2016/2/1
N2 - Objectives: To define which variables upon ICU admission could be related to the presence of coinfection using CHAID (Chi-squared Automatic Interaction Detection) analysis. Methods: A secondary analysis from a prospective, multicentre, observational study (2009-2014) in ICU patients with confirmed A(H1N1)pdm09 infection. We assessed the potential of biomarkers and clinical variables upon admission to the ICU for coinfection diagnosis using CHAID analysis. Performance of cut-off points obtained was determined on the basis of the binominal distributions of the true (+) and true (-) results. Results: Of the 972 patients included, 196 (20.3%) had coinfection. Procalcitonin (PCT; ng/mL 2.4 vs. 0.5, p < 0.001), but not C-reactive protein (CRP; mg/dL 25 vs. 38.5; p = 0.62) was higher in patients with coinfection. In CHAID analyses, PCT was the most important variable for coinfection. PCT <0.29 ng/mL showed high sensitivity (Se = 88.2%), low Sp (33.2%) and high negative predictive value (NPV = 91.9%). The absence of shock improved classification capacity. Thus, for PCT <0.29 ng/mL, the Se was 84%, the Sp 43% and an NPV of 94% with a post-test probability of coinfection of only 6%. Conclusion: PCT has a high negative predictive value (94%) and lower PCT levels seems to be a good tool for excluding coinfection, particularly for patients without shock.
AB - Objectives: To define which variables upon ICU admission could be related to the presence of coinfection using CHAID (Chi-squared Automatic Interaction Detection) analysis. Methods: A secondary analysis from a prospective, multicentre, observational study (2009-2014) in ICU patients with confirmed A(H1N1)pdm09 infection. We assessed the potential of biomarkers and clinical variables upon admission to the ICU for coinfection diagnosis using CHAID analysis. Performance of cut-off points obtained was determined on the basis of the binominal distributions of the true (+) and true (-) results. Results: Of the 972 patients included, 196 (20.3%) had coinfection. Procalcitonin (PCT; ng/mL 2.4 vs. 0.5, p < 0.001), but not C-reactive protein (CRP; mg/dL 25 vs. 38.5; p = 0.62) was higher in patients with coinfection. In CHAID analyses, PCT was the most important variable for coinfection. PCT <0.29 ng/mL showed high sensitivity (Se = 88.2%), low Sp (33.2%) and high negative predictive value (NPV = 91.9%). The absence of shock improved classification capacity. Thus, for PCT <0.29 ng/mL, the Se was 84%, the Sp 43% and an NPV of 94% with a post-test probability of coinfection of only 6%. Conclusion: PCT has a high negative predictive value (94%) and lower PCT levels seems to be a good tool for excluding coinfection, particularly for patients without shock.
KW - CHAID analysis
KW - Community-acquired pneumonia
KW - Influenza A(H1N1)pmd
KW - Procalcitonin
KW - Prognosis
KW - Respiratory coinfection
KW - Septic shock
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U2 - 10.1016/j.jinf.2015.11.007
DO - 10.1016/j.jinf.2015.11.007
M3 - Article
C2 - 26702737
AN - SCOPUS:84960421328
SN - 0163-4453
VL - 72
SP - 143
EP - 151
JO - Journal of Infection
JF - Journal of Infection
IS - 2
ER -