How and when to propose the Hepatic Steatosis Index (HSI)?

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Last updated: September 30, 2025View editorial policy

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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

  1. 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
  2. Confirmation: Ultrasound as first-line imaging tool 1

    • Widely available and inexpensive
    • Good for moderate-severe steatosis detection
  3. Advanced assessment (if needed):

    • Controlled Attenuation Parameter (CAP) with values >275 dB/m suggesting steatosis 1
    • MRI-PDFF for precise quantification in research settings 1
  4. 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.

References

Guideline

Guideline Directed Topic Overview

Dr.Oracle Medical Advisory Board & Editors, 2025

Guideline

Management of Hepatic Steatosis

Praxis Medical Insights: Practical Summaries of Clinical Guidelines, 2025

Professional Medical Disclaimer

This information is intended for healthcare professionals. Any medical decision-making should rely on clinical judgment and independently verified information. The content provided herein does not replace professional discretion and should be considered supplementary to established clinical guidelines. Healthcare providers should verify all information against primary literature and current practice standards before application in patient care. Dr.Oracle assumes no liability for clinical decisions based on this content.

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