Hepatic Steatosis Index (HSI): Development and Clinical Application
The Hepatic Steatosis Index (HSI) was developed by Lee et al. in 2010 based on a Korean cohort of 5,462 patients and should be proposed for non-invasive screening of hepatic steatosis in patients with metabolic risk factors, particularly when imaging tools are unavailable or impractical. 1
What is the HSI?
The HSI is a simple non-invasive serum panel that uses readily available clinical parameters to assess the presence of hepatic steatosis. The formula is:
HSI = 8 × (ALT/AST ratio) + BMI (kg/m²) + 2 (if diabetes) + 2 (if female)
When to Use HSI
HSI should be used in the following clinical scenarios:
- As a screening tool in large epidemiological studies where imaging is impractical 1
- In patients with metabolic risk factors (obesity, diabetes, dyslipidemia) 1
- When ultrasound or other imaging modalities are unavailable 1
- For initial risk stratification before deciding on more expensive or invasive testing 1
Interpretation of HSI Values
- HSI < 30: Rules out hepatic steatosis with 93.1% sensitivity 1
- HSI > 36: Indicates hepatic steatosis with 92.4% specificity 1
- HSI between 30-36: Indeterminate range requiring additional testing 1
Advantages of HSI
- Simple calculation using routine clinical parameters
- Validated in both Asian and Western populations 1
- Good diagnostic performance with AUC of 0.81 1
- Can effectively exclude steatosis with high negative predictive value 1, 2
- Correlates with metabolic syndrome and inflammatory markers 2
Limitations and Caveats
- Not recommended as first-line tool when imaging is available 1
- Performance may be slightly reduced in patients receiving antiviral therapy for chronic hepatitis B (AUC 0.707 vs. 0.779 in untreated patients) 3
- Should not be used alone for diagnosis but rather as a screening tool 1
- Less accurate than MRI-PDFF for quantifying steatosis 1
Clinical Algorithm for Steatosis Assessment
Initial screening: Calculate HSI in patients with metabolic risk factors
- If HSI < 30: Low probability of steatosis, routine follow-up
- If HSI > 36: High probability of steatosis, proceed to imaging confirmation
- If HSI 30-36: Indeterminate, proceed to imaging
Confirmation: Ultrasound as first-line imaging tool 1
- Widely available and inexpensive
- Good for moderate-severe steatosis detection
Advanced assessment (if needed):
Monitoring: Repeat HSI calculation every 1-3 years based on risk profile 4
Comparison with Other Non-invasive Indices
HSI performs comparably to other indices but has advantages in simplicity:
- Fatty Liver Index (FLI): More complex calculation requiring triglycerides, BMI, GGT, and waist circumference; AUC 0.85 1
- NAFLD Liver Fat Score (NLFS): Requires fasting insulin measurement; AUC 0.86-0.87 1
- Hepatorenal Index: Ultrasound-based method requiring specialized measurement; more operator-dependent 5, 6
HSI has been shown to be particularly effective in patients with type 1 diabetes with an AUC of 0.75, though slightly less accurate than FLI (AUC 0.86) in this population 2.
In conclusion, HSI represents a practical, accessible tool for initial screening of hepatic steatosis, particularly valuable in resource-limited settings or large population studies where imaging-based assessment may not be feasible.