Abstract
Background: Steatotic liver disease (SLD) is a potentially reversible condition but often goes unnoticed with the risk for end-stage liver disease. Purpose: To opportunistically estimate SLD on lung screening chest computed tomography (CT) and investigate its prognostic value in heavy smokers participating in the National Lung Screening Trial (NLST). Material and methods: We used a deep learning model to segment the liver on non-contrast-enhanced chest CT scans of 19,774 NLST participants (age 61.4 ± 5.0 years; 41.2% female) at baseline and on the 1-year follow-up scan if no cancer was detected. SLD was defined as hepatic fat fraction (HFF) ≥5% derived from Hounsfield unit measures of the segmented liver. Participants with SLD were categorized as lean (body mass index [BMI] < 25 kg/m 2) and overweight (BMI ≥ 25 kg/m 2). The primary outcome was all-cause mortality. Cox proportional hazard regression assessed the association between (1) SLD and mortality at baseline and (2) the association between a change in HFF and mortality within 1 year. Results: There were 5.1% (1000/19,760) all-cause deaths over a median follow-up of 6 (range, 0.8–6) years. At baseline, SLD was associated with increased mortality in lean but not in overweight/obese participants as compared to participants without SLD (hazard ratio [HR] adjusted for risk factors: 1.93 [95% confidence interval 1.52–2.45]; p = 0.001). Individuals with an increase in HFF within 1 year had a significantly worse outcome than participants with stable HFF (HR adjusted for risk factors: 1.29 [1.01–1.65]; p = 0.04). Conclusion: SLD is an independent predictor for long-term mortality in heavy smokers beyond known clinical risk factors.
Original language | English |
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Pages (from-to) | 276-288 |
Number of pages | 13 |
Journal | Journal of Internal Medicine |
Volume | 297 |
Issue number | 3 |
Early online date | 27 Jan 2025 |
DOIs | |
Publication status | Published - Mar 2025 |
Keywords
- CT imaging
- artificial intelligence
- lung cancer screening
- opportunistic
- risk assessment
- steatotic liver disease