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.

Thorax
|September 28, 2019
PubMed
Abstract

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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