A Molecular Biomarker to Diagnose Community-acquired Pneumonia on Intensive Care Unit Admission

Brendon P Scicluna, Peter M C Klein Klouwenberg, Lonneke A van Vught, Maryse A Wiewel, David S Y Ong, Aeilko H Zwinderman, Marek Franitza, Mohammad R Toliat, Peter Nürnberg, Arie J Hoogendijk, Janneke Horn, Olaf L Cremer, Marcus J Schultz, Marc J Bonten, Tom van der Poll

Research output: Contribution to journalArticleAcademicpeer-review

Abstract

Rationale: Community-acquired pneumonia (CAP) accounts for a major proportion of intensive care unit (ICU) admissions for respiratory failure and sepsis. Diagnostic uncertainty complicates case management, which may delay appropriate cause-specific treatment.

Objectives: To characterize the blood genomic response in patients with suspected CAP and identify a candidate biomarker for the rapid diagnosis of CAP on ICU admission.

Methods: The study comprised two cohorts of consecutively enrolled patients treated for suspected CAP on ICU admission. Patients were designated CAP (cases) and no-CAP patients (control subjects) by post hoc assessment. The first (discovery) cohort (101 CAP and 33 no-CAP patients) was enrolled between January 2011 and July 2012; the second (validation) cohort (70 CAP and 30 no-CAP patients) between July 2012 and June 2013. Blood was collected within 24 hours of ICU admission.

Measurements and Main Results: Blood microarray analysis of CAP and no-CAP patients revealed shared and distinct gene expression patterns. A 78-gene signature was defined for CAP, from which a FAIM3:PLAC8 gene expression ratio was derived with area under curve of 0.845 (95% confidence interval, 0.764-0.917) and positive and negative predictive values of 83% and 81%, respectively. Robustness of the FAIM3:PLAC8 ratio was ascertained by quantitative polymerase chain reaction in the validation cohort. The FAIM3:PLAC8 ratio outperformed plasma procalcitonin and IL-8 and IL-6 in discriminating between CAP and no-CAP patients.

Conclusions: CAP and no-CAP patients presented shared and distinct blood genomic responses. We propose the FAIM3:PLAC8 ratio as a candidate biomarker to assist in the rapid diagnosis of CAP on ICU admission.
Original languageEnglish
Pages (from-to)826-835
Number of pages10
JournalAmerican Journal of Respiratory and Critical Care Medicine
Volume192
Issue number7
DOIs
Publication statusPublished - 1 Jun 2015

Keywords

  • Biomarker
  • Blood
  • Microarray
  • Pneumonia
  • Sepsis

Fingerprint

Dive into the research topics of 'A Molecular Biomarker to Diagnose Community-acquired Pneumonia on Intensive Care Unit Admission'. Together they form a unique fingerprint.

Cite this