Peripheral immune checkpoint gene expression as diagnostic biomarkers in idiopathic pulmonary fibrosis.

BACKGROUND AND AIM: Idiopathic pulmonary fibrosis (IPF) is a relatively rare and progressive fibrotic interstitial lung disease with limited annual incidence and poor prognosis. Increasing evidence suggests that immune dysregulation, including altered immune checkpoint and innate regulatory signaling pathways, may contribute to disease pathogenesis. This study aimed to investigate peripheral blood expression levels of PD-1, PD-L1, TIM-3, and TOLLIP genes and to evaluate their diagnostic potential in patients with IPF. METHODS: This case-control study included 20 IPF patients and 20 age-matched healthy controls. Gene expression levels were quantified using real-time quantitative polymerase chain reaction (RT-qPCR) and calculated using the ΔCt method. Diagnostic discrimination was assessed by receiver operating characteristic (ROC) analysis. RESULTS: PD-L1 (p < 0.001) and TOLLIP (p = 0.002) ΔCt values were significantly higher, indicating reduced relative gene expression. ROC analysis demonstrated strong diagnostic performance for PD-L1 (AUC = 0.883) and TOLLIP (AUC = 0.865). The combined PD-L1 + TOLLIP biomarker panel demonstrated superior diagnostic accuracy (AUC = 0.948). Internal validation using bootstrap resampling confirmed model stability (mean AUC = 0.950; 95% CI: 0.85-1.00). CONCLUSIONS: In conclusion, peripheral blood PD-L1 and TOLLIP expression levels are significantly downregulated in patients with idiopathic pulmonary fibrosis. The combined PD-L1 + TOLLIP biomarker panel demonstrated strong diagnostic discrimination (AUC = 0.948), supporting the potential clinical utility of peripheral immune regulatory gene signatures as minimally invasive biomarkers in IPF. Larger prospective studies are warranted to validate these findings and to explore their potential role in clinical decision-making.

Authors

Institutions

Publication Details

Journal
PubMed
Published
2026-09-30
DOI
https://doi.org/10.36141/svdld.2026.18872
Primary Topic
Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
article

Peripheral immune checkpoint gene expression as diagnostic biomarkers in idiopathic pulmonary fibrosis.

Adil Zamanı, Makbule Nihan Somuncu, Mahmut Selman Yıldırım, Ayşe Gül Zamani et al.
PubMed
Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
article

Peripheral immune checkpoint gene expression as diagnostic biomarkers in idiopathic pulmonary fibrosis.

Adil Zamanı, Makbule Nihan Somuncu, Mahmut Selman Yıldırım, Ayşe Gül Zamani, Ayşe İnci
article en

Abstract

BACKGROUND AND AIM: Idiopathic pulmonary fibrosis (IPF) is a relatively rare and progressive fibrotic interstitial lung disease with limited annual incidence and poor prognosis. Increasing evidence suggests that immune dysregulation, including altered immune checkpoint and innate regulatory signaling pathways, may contribute to disease pathogenesis. This study aimed to investigate peripheral blood expression levels of PD-1, PD-L1, TIM-3, and TOLLIP genes and to evaluate their diagnostic potential in patients with IPF. METHODS: This case-control study included 20 IPF patients and 20 age-matched healthy controls. Gene expression levels were quantified using real-time quantitative polymerase chain reaction (RT-qPCR) and calculated using the ΔCt method. Diagnostic discrimination was assessed by receiver operating characteristic (ROC) analysis. RESULTS: PD-L1 (p < 0.001) and TOLLIP (p = 0.002) ΔCt values were significantly higher, indicating reduced relative gene expression. ROC analysis demonstrated strong diagnostic performance for PD-L1 (AUC = 0.883) and TOLLIP (AUC = 0.865). The combined PD-L1 + TOLLIP biomarker panel demonstrated superior diagnostic accuracy (AUC = 0.948). Internal validation using bootstrap resampling confirmed model stability (mean AUC = 0.950; 95% CI: 0.85-1.00). CONCLUSIONS: In conclusion, peripheral blood PD-L1 and TOLLIP expression levels are significantly downregulated in patients with idiopathic pulmonary fibrosis. The combined PD-L1 + TOLLIP biomarker panel demonstrated strong diagnostic discrimination (AUC = 0.948), supporting the potential clinical utility of peripheral immune regulatory gene signatures as minimally invasive biomarkers in IPF. Larger prospective studies are warranted to validate these findings and to explore their potential role in clinical decision-making.

PubMedVol. 43(3)
Istanbul Medipol University (TR), Necmettin Erbakan University (TR)
Peace, Justice and strong institutions
Openalex Percentile: Top 12%
Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.