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Updated: Jun 4, 2025

Optimized Analysis of In Vivo and In Vitro Hepatic Steatosis
Published on: March 11, 2017
Optimal Population Screening Strategies for Liver Fibrosis Associated With Metabolic Dysfunction-Associated Steatotic
W Ray Kim1, Ajitha Mannalithara2, Vivek Charu3
1Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science, Phoenix, Arizona, USA.
A new Steatosis-Associated Fibrosis Estimator (SAFE) score strategy for metabolic dysfunction-associated steatotic liver disease (MASLD) is more effective than current guidelines. It identifies more patients with liver fibrosis while reducing the need for VCTE tests.
Area of Science:
- Hepatology
- Public Health
- Diagnostic Strategies
Background:
- Metabolic dysfunction-associated steatotic liver disease (MASLD) poses a significant public health risk, potentially progressing to chronic liver disease and cancer.
- Current guidelines utilize the Fibrosis-4 score for initial risk assessment of MASLD complications.
- There is a need for improved risk stratification strategies in primary care for MASLD.
Purpose of the Study:
- To evaluate a novel population screening strategy for MASLD using the Steatosis-Associated Fibrosis Estimator (SAFE) score.
- To compare the effectiveness and resource utilization of the SAFE score-based strategy against the current guideline for identifying liver fibrosis.
Main Methods:
- Utilized National Health and Nutrition Examination Survey (NHANES) data (2017-20) including vibration-controlled transient elastography (VCTE) measurements.
- Applied both the current guideline (Fibrosis-4 score) and the proposed SAFE score strategy to project diagnoses of significant (LSM ≥8 kPa) and advanced (LSM ≥12 kPa) liver fibrosis.
- Calculated the number of VCTE procedures required for each strategy.
Main Results:
- MASLD affects an estimated 75.8 million US adults, with 11% having significant and 6% advanced fibrosis.
- The current guideline necessitates 18.1 million VCTEs to diagnose 3.5 million with significant and 1.7 million with advanced fibrosis.
- The SAFE score strategy identified 4.9 million with significant and 2.5 million with advanced fibrosis, a 37% and 45% improvement, respectively, while reducing VCTE procedures by 28% (5.0 million fewer).
Conclusions:
- The SAFE score-based population risk stratification approach for MASLD is simpler and more effective than the current algorithm.
- This new strategy identifies a greater number of individuals with liver fibrosis.
- The SAFE score approach requires fewer resources, specifically reducing the number of VCTE tests needed.
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