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Updated: May 7, 2026

Refined Murine Model of Idiopathic Pulmonary Fibrosis
Published on: June 17, 2025
Peripheral blood mononuclear cell gene expression profiles predict poor outcome in idiopathic pulmonary fibrosis
Jose D Herazo-Maya1, Imre Noth, Steven R Duncan
1Pulmonary, Critical Care and Sleep Medicine, Department of Medicine, Yale School of Medicine, New Haven, CT 06520, USA.
Abstract:
We aimed to identify peripheral blood mononuclear cell (PBMC) gene expression profiles predictive of poor outcomes in idiopathic pulmonary fibrosis (IPF) by performing microarray experiments of PBMCs in discovery and replication cohorts of IPF patients. Microarray analyses identified 52 genes associated with transplant-free survival (TFS) in the discovery cohort. Clustering the microarray samples of the replication cohort using the 52-gene outcome-predictive signature distinguished two patient groups with significant differences in TFS. We studied the pathways associated with TFS in each independent microarray cohort and identified decreased expression of "The costimulatory signal during T cell activation" Biocarta pathway and, in particular, the genes CD28, ICOS, LCK, and ITK, results confirmed by quantitative reverse transcription polymerase chain reaction (qRT-PCR). A proportional hazards model, including the qRT-PCR expression of CD28, ICOS, LCK, and ITK along with patient's age, gender, and percent predicted forced vital capacity (FVC%), demonstrated an area under the receiver operating characteristic curve of 78.5% at 2.4 months for death and lung transplant prediction in the replication cohort. To evaluate the potential cellular source of CD28, ICOS, LCK, and ITK expression, we analyzed and found significant correlation of these genes with the PBMC percentage of CD4(+)CD28(+) T cells in the replication cohort. Our results suggest that CD28, ICOS, LCK, and ITK are potential outcome biomarkers in IPF and should be further evaluated for patient prioritization for lung transplantation and stratification in drug studies.
Insights
Researchers identified gene expression profiles in peripheral blood mononuclear cells (PBMCs) that predict outcomes in idiopathic pulmonary fibrosis (IPF). Key genes like CD28 and ICOS may serve as biomarkers for patient stratification and lung transplant prioritization.
Area of Science:
- Immunology
- Pulmonology
- Genomics
Background:
- Idiopathic pulmonary fibrosis (IPF) is a progressive lung disease with poor prognosis.
- Identifying biomarkers for IPF outcomes is crucial for patient management and therapeutic development.
Purpose of the Study:
- To discover peripheral blood mononuclear cell (PBMC) gene expression profiles that predict transplant-free survival (TFS) in IPF patients.
- To validate these gene signatures and identify specific genes and pathways associated with IPF prognosis.
Main Methods:
- Microarray analysis of PBMCs from discovery and replication cohorts of IPF patients.
- Gene expression profiling to identify signatures associated with TFS.
- Quantitative reverse transcription polymerase chain reaction (qRT-PCR) for gene validation.
- Proportional hazards modeling and receiver operating characteristic (ROC) curve analysis for predictive accuracy.
Main Results:
- A 52-gene signature in PBMCs predicted TFS in IPF patients.
- Decreased expression of the T cell costimulatory pathway, including CD28, ICOS, LCK, and ITK, was associated with poor outcomes.
- A model incorporating CD28, ICOS, LCK, ITK, age, gender, and FVC% predicted death and lung transplant with 78.5% AUC.
- CD28, ICOS, LCK, and ITK expression correlated with CD4(+)CD28(+) T cells.
Conclusions:
- CD28, ICOS, LCK, and ITK are potential biomarkers for predicting IPF outcomes.
- These genes may aid in prioritizing patients for lung transplantation and stratifying participants in drug studies.