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Peripheral blood proteomic profiling of idiopathic pulmonary fibrosis biomarkers in the multicentre IPF-PRO Registry
- Source :
- Respiratory Research, Vol 20, Iss 1, Pp 1-13 (2019), Respiratory Research
- Publication Year :
- 2019
- Publisher :
- BMC, 2019.
-
Abstract
- Background Idiopathic pulmonary fibrosis (IPF) is a progressive lung disease for which diagnosis and management remain challenging. Defining the circulating proteome in IPF may identify targets for biomarker development. We sought to quantify the circulating proteome in IPF, determine differential protein expression between subjects with IPF and controls, and examine relationships between protein expression and markers of disease severity. Methods This study involved 300 patients with IPF from the IPF-PRO Registry and 100 participants without known lung disease. Plasma collected at enrolment was analysed using aptamer-based proteomics (1305 proteins). Linear regression was used to determine differential protein expression between participants with IPF and controls and associations between protein expression and disease severity measures (percent predicted values for forced vital capacity [FVC] and diffusion capacity of the lung for carbon monoxide [DLco]; composite physiologic index [CPI]). Multivariable models were fit to select proteins that best distinguished IPF from controls. Results Five hundred fifty one proteins had significantly different levels between IPF and controls, of which 47 showed a |log2(fold-change)| > 0.585 (i.e. > 1.5-fold difference). Among the proteins with the greatest difference in levels in patients with IPF versus controls were the glycoproteins thrombospondin 1 and von Willebrand factor and immune-related proteins C-C motif chemokine ligand 17 and bactericidal permeability-increasing protein. Multivariable classification modelling identified nine proteins that, when considered together, distinguished IPF versus control status with high accuracy (area under receiver operating curve = 0.99). Among participants with IPF, 14 proteins were significantly associated with FVC % predicted, 23 with DLco % predicted, 14 with CPI. Four proteins (roundabout homolog-2, spondin-1, polymeric immunoglobulin receptor, intercellular adhesion molecule 5) demonstrated the expected relationship across all three disease severity measures. When considered in pathways analyses, proteins associated with the presence or severity of IPF were enriched in pathways involved in platelet and haemostatic responses, vascular or platelet derived growth factor signalling, immune activation, and extracellular matrix organisation. Conclusions Patients with IPF have a distinct circulating proteome and can be distinguished using a nine-protein profile. Several proteins strongly associate with disease severity. The proteins identified may represent biomarker candidates and implicate pathways for further investigation. Trial registration ClinicalTrials.gov (NCT01915511).
- Subjects :
- Male
Proteomics
0301 basic medicine
Interstitial lung diseases
Proteome
Cohort Studies
03 medical and health sciences
FEV1/FVC ratio
Idiopathic pulmonary fibrosis
0302 clinical medicine
Von Willebrand factor
DLCO
Observational study
medicine
Humans
Registries
Aged
Proteogenomics
lcsh:RC705-779
biology
business.industry
Research
lcsh:Diseases of the respiratory system
Middle Aged
respiratory system
medicine.disease
Idiopathic Pulmonary Fibrosis
3. Good health
respiratory tract diseases
Intercellular adhesion molecule 5
030104 developmental biology
030228 respiratory system
Immunology
biology.protein
Biomarker (medicine)
Female
business
Biomarkers
Subjects
Details
- Language :
- English
- Volume :
- 20
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- Respiratory Research
- Accession number :
- edsair.doi.dedup.....df84770616a5ca14bb44e290d3510a49
- Full Text :
- https://doi.org/10.1186/s12931-019-1190-z