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.
Similar articles
-
Predictive values of semi-quantitative procalcitonin test and common biomarkers for the clinical outcomes of community-acquired pneumonia.Respir Care. 2014 Apr;59(4):564-73. doi: 10.4187/respcare.02807. Epub 2013 Oct 29. Respir Care. 2014. PMID: 24170911
-
Inflammatory biomarkers and prediction for intensive care unit admission in severe community-acquired pneumonia.Crit Care Med. 2011 Oct;39(10):2211-7. doi: 10.1097/CCM.0b013e3182257445. Crit Care Med. 2011. PMID: 21705887
-
Diagnostic accuracy of C-reactive protein and procalcitonin in suspected community-acquired pneumonia adults visiting emergency department and having a systematic thoracic CT scan.Crit Care. 2015 Oct 16;19:366. doi: 10.1186/s13054-015-1083-6. Crit Care. 2015. PMID: 26472401 Free PMC article.
-
Biomarkers and community-acquired pneumonia: tailoring management with biological data.Semin Respir Crit Care Med. 2012 Jun;33(3):266-71. doi: 10.1055/s-0032-1315638. Epub 2012 Jun 20. Semin Respir Crit Care Med. 2012. PMID: 22718212 Review.
-
Biomarkers in community-acquired pneumonia.Expert Rev Respir Med. 2012 Apr;6(2):203-14. doi: 10.1586/ers.12.6. Expert Rev Respir Med. 2012. PMID: 22455492 Review.
Cited by
-
A signature of immune-related genes correlating with clinical prognosis and immune microenvironment in sepsis.BMC Bioinformatics. 2023 Jan 17;24(1):20. doi: 10.1186/s12859-023-05134-1. BMC Bioinformatics. 2023. PMID: 36650470 Free PMC article.
-
The molecular landscape of sepsis severity in infants: enhanced coagulation, innate immunity, and T cell repression.Front Immunol. 2024 May 16;15:1281111. doi: 10.3389/fimmu.2024.1281111. eCollection 2024. Front Immunol. 2024. PMID: 38817614 Free PMC article.
-
Deep learning model to discriminate diverse infection types based on pairwise analysis of host gene expression.iScience. 2024 May 7;27(6):109908. doi: 10.1016/j.isci.2024.109908. eCollection 2024 Jun 21. iScience. 2024. PMID: 38827397 Free PMC article.
-
Preliminary screening of new biomarkers for sepsis using bioinformatics and experimental validation.PLoS One. 2025 Jan 24;20(1):e0317608. doi: 10.1371/journal.pone.0317608. eCollection 2025. PLoS One. 2025. PMID: 39854580 Free PMC article.
-
Risk Stratification and Prognosis in Sepsis: What Have We Learned from Microarrays?Clin Chest Med. 2016 Jun;37(2):209-18. doi: 10.1016/j.ccm.2016.01.003. Epub 2016 Mar 10. Clin Chest Med. 2016. PMID: 27229638 Free PMC article. Review.
Publication types
MeSH terms
Substances
Associated data
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
Molecular Biology Databases
Miscellaneous