Related Experiment Video
Updated: Jan 19, 2026

Refined Murine Model of Idiopathic Pulmonary Fibrosis
Published on: June 17, 2025
MUC5B variant is associated with visually and quantitatively detected preclinical pulmonary fibrosis
Susan K Mathai1,2, Stephen Humphries3, Jonathan A Kropski4
1Department of Medicine, University of Colorado School of Medicine, Aurora, Colorado, United States susan.mathai@bswhealth.org.
Background:
Relatives of patients with familial interstitial pneumonia (FIP) are at increased risk for pulmonary fibrosis. We assessed the prevalence and risk factors for preclinical pulmonary fibrosis (PrePF) in first-degree relatives of patients with FIP and determined the utility of deep learning in detecting PrePF on CT.
Methods:
First-degree relatives of patients with FIP over 40 years of age who believed themselves to be unaffected by pulmonary fibrosis underwent CT scans of the chest. Images were visually reviewed, and a deep learning algorithm was used to quantify lung fibrosis. Genotyping for common idiopathic pulmonary fibrosis risk variants in MUC5B and TERT was performed.
Findings:
In 494 relatives of patients with FIP from 263 families of patients with FIP, the prevalence of PrePF on visual CT evaluation was 15.6% (95% CI 12.6 to 19.0). Compared with visual CT evaluation, deep learning quantitative CT analysis had 84% sensitivity (95% CI 0.72 to 0.89) and 86% sensitivity (95% CI 0.83 to 0.89) for discriminating subjects with visual PrePF diagnosis. Subjects with PrePF were older (65.9, SD 10.1 years) than subjects without fibrosis (55.8 SD 8.7 years), more likely to be male (49% vs 37%), more likely to have smoked (44% vs 27%) and more likely to have the MUC5B promoter variant rs35705950 (minor allele frequency 0.29 vs 0.21). MUC5B variant carriers had higher quantitative CT fibrosis scores (mean difference of 0.36%), a difference that remains significant when controlling for age and sex.
Interpretation:
PrePF is common in relatives of patients with FIP. Its prevalence increases with age and the presence of a common MUC5B promoter variant. Quantitative CT analysis can detect these imaging abnormalities.
Insights
Preclinical pulmonary fibrosis (PrePF) is common in relatives of familial interstitial pneumonia (FIP) patients, increasing with age and a specific MUC5B variant. Deep learning effectively detects these early lung changes on CT scans.
Area of Science:
- Pulmonary Medicine
- Radiology
- Genetics
Background:
- First-degree relatives of familial interstitial pneumonia (FIP) patients face an elevated risk of pulmonary fibrosis.
- Preclinical pulmonary fibrosis (PrePF) represents an early, often asymptomatic stage of lung disease.
Purpose of the Study:
- To determine the prevalence and risk factors of PrePF in first-degree relatives of FIP patients.
- To evaluate the efficacy of deep learning algorithms in detecting PrePF on computed tomography (CT) scans.
Main Methods:
- Chest CT scans were performed on 494 first-degree relatives (aged >40) of FIP patients.
- Visual CT review and a deep learning algorithm quantified lung fibrosis.
- Genotyping for MUC5B and TERT variants was conducted.
Main Results:
- PrePF was identified in 15.6% of relatives via visual CT evaluation.
- Deep learning demonstrated 84% sensitivity and 86% specificity in detecting PrePF compared to visual assessment.
- Older age, male sex, smoking history, and the MUC5B rs35705950 variant were associated with PrePF.
Conclusions:
- Preclinical pulmonary fibrosis is prevalent in FIP relatives and linked to age and MUC5B variants.
- Deep learning-based quantitative CT analysis shows promise for identifying early pulmonary fibrosis.
- These findings support proactive screening in at-risk populations.
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