Key result
CT attenuation thresholds show almost perfect agreement with US for grading hepatic steatosis in MASLD.
Why the study?
Do CT attenuation thresholds accurately grade hepatic steatosis compared to ultrasonography in adults with overweight or obesity and MASLD?
Cross-Sectional (n=105)
Do CT attenuation thresholds accurately grade hepatic steatosis compared to ultrasonography in adults with overweight or obesity and MASLD?
CT attenuation thresholds show high agreement with ultrasonography for grading hepatic steatosis in patients with MASLD, providing a useful quantitative approach.
CT thresholds may aid steatosis grading with US in overweight MASLD; leaves open histologic validation before wider adoption.
Background/Objectives: To derive computed tomography (CT) attenuation thresholds for grading hepatic steatosis and evaluate their agreement with ultrasonography (US) in adults with overweight or obesity and metabolic dysfunction-associated steatotic liver disease (MASLD) from southeastern Mexico. Methods: Adults (≥18 years) with MASLD who underwent both CT and US were included. Hepatic steatosis on CT was defined by liver attenuation < 40 Hounsfield units (HU) or a liver-to-spleen attenuation difference > 10 HU. US steatosis was graded using a three-point echogenicity scale. CT attenuation thresholds were derived in a training dataset (70%) using sequential receiver operating characteristic (ROC) analyses and the Youden index and were subsequently evaluated in an internal hold-out dataset (30%). Histopathological findings were available in a subgroup for additional evaluation. Agreement between CT-predicted and US-based steatosis grades was assessed using Spearman’s rank correlation coefficient (ρ) and quadratic-weighted Cohen’s kappa (κ). Results: In total, 105 participants were included. The training-set ROC analyses identified CT attenuation thresholds of ≤28.15 HU for Grade 3 steatosis (AUC = 0.995), 28.15–35.50 HU for Grade 2 (AUC = 0.983), and >35.50 HU for Grade 1. In the internal hold-out dataset, CT-predicted and US-based steatosis grades showed a strong positive correlation (ρ = 0.946, p < 0.001) and almost perfect agreement (quadratic-weighted κ = 0.940, p < 0.001). Liver biopsy data were available for 16 participants, and CT-predicted steatosis grade was positively associated with histological fat percentage (ρ = 0.595, p = 0.015). Conclusions: The proposed CT attenuation thresholds showed high agreement with US-based steatosis grading, and their association with histopathological fat content provided additional supportive evidence in a subgroup of participants. These findings suggest that CT attenuation may provide a useful quantitative approach to grading hepatic steatosis and could contribute to more consistent steatosis assessment across different healthcare settings.
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Góngora-Chan et al. (2026) conducted a cross-sectional in Overweight or obesity and metabolic dysfunction-associated steatotic liver disease (MASLD) (n=105). Computed tomography (CT) attenuation thresholds vs. Ultrasonography (US) was evaluated on Agreement between CT-predicted and US-based steatosis grades (quadratic-weighted κ 0.940, p=<0.001). Computed tomography attenuation thresholds showed almost perfect agreement with ultrasonography for grading hepatic steatosis in adults with MASLD (quadratic-weighted κ = 0.940, p < 0.001).
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