A molecular biomarker to diagnose community-acquired pneumonia on intensive care unit admission
- PMID: 26121490
- DOI: 10.1164/rccm.201502-0355OC
A molecular biomarker to diagnose community-acquired pneumonia on intensive care unit admission
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. Clinical trial registered with www.clinicaltrials.gov (NCT 01905033).
Trial registration: ClinicalTrials.gov NCT01905033.
Keywords: biomarker; blood; microarray; pneumonia; sepsis.
Comment in
-
Is genomic medicine finally coming of age for the diagnosis of pneumonia?Am J Respir Crit Care Med. 2015 Oct 1;192(7):773-4. doi: 10.1164/rccm.201507-1340ED. Am J Respir Crit Care Med. 2015. PMID: 26426779 No abstract available.
-
Comprehensive Validation of the FAIM3:PLAC8 Ratio in Time-matched Public Gene Expression Data.Am J Respir Crit Care Med. 2015 Nov 15;192(10):1260-1. doi: 10.1164/rccm.201507-1321LE. Am J Respir Crit Care Med. 2015. PMID: 26568247 Free PMC article. No abstract available.
-
Reply: Comprehensive Validation of the FAIM3:PLAC8 Ratio in Time-matched Public Gene Expression Data.Am J Respir Crit Care Med. 2015 Nov 15;192(10):1261-2. doi: 10.1164/rccm.201508-1552LE. Am J Respir Crit Care Med. 2015. PMID: 26568248 No abstract available.
-
FAIM3:PLAC8 Ratio Compared with Existing Biomarkers for Diagnosis of Severe Community-acquired Pneumonia: Comparing Apples to Oranges?Am J Respir Crit Care Med. 2016 Jan 1;193(1):101-2. doi: 10.1164/rccm.201508-1630LE. Am J Respir Crit Care Med. 2016. PMID: 26720791 No abstract available.
-
Reply: FAIM3:PLAC8 Ratio Compared with Existing Biomarkers for Diagnosis of Severe Community-acquired Pneumonia: Comparing Apples to Oranges?Am J Respir Crit Care Med. 2016 Jan 1;193(1):102-3. doi: 10.1164/rccm.201509-1752LE. Am J Respir Crit Care Med. 2016. PMID: 26720792 No abstract available.
Publication types
MeSH terms
Substances
Associated data
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
Molecular Biology Databases
Miscellaneous