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CPE-005 · synthetic case LIVER-FX-18

Bilirubin 4.2 and INR 1.7

Impaired liver function.

Synthetic · no real patientAuthored by Biod · reviewed by Dr. AmaralLiver engine v1.0.0

Purpose: Impaired liver function.

Inputs the engine received

Liver tests and imaging

Hepatic steatosis documented
Yes
AST
62 U/L
ALT
48 U/L
Platelets
118 ×10⁹/L
Total bilirubin
4.2 mg/dL
INR
1.7

Patient

Age
57 years
Sex
Male
Alcohol intake
2 g/day

Cardiometabolic criteria

BMI
30 kg/m²

Other liver disease and context

Hepatitis B and C testing already done
Yes

What the engine reports

Priority

Advanced fibrosis likely

LV-FIB-05

A high-risk non-invasive result (or known cirrhosis) needs specialist evaluation. Confirmation of stage belongs to hepatology.

Priority

Markers of impaired liver function

LV-SAFE-03

Bilirubin, INR or albumin is outside the range expected in uncomplicated MASLD. Do not attribute to MASLD without excluding other causes.

Detected clinical pattern

Pattern Meeting the 2023 MASLD Criteria

Steatosis with 1 cardiometabolic criterion/criteria and alcohol in range. Fibrosis risk by non-invasive tests: high.

  • Alcohol: Alcohol 2 g/day · MASLD range
  • Fibrosis risk: Fibrosis risk · high

Why this pattern was identified

  • MASLD criteria. Steatosis is documented and 1 cardiometabolic criterion/criteria are met (BMI 30).

Calculations

FIB-4
4.32

Lower cutoff 1.3; high above 2.67.

Recommended next steps

For physician consideration. Urgent review always comes first.

  1. 1Priority review of impaired liver function.
  2. 2Consider referral to hepatology.AASLD 2023.
  3. 3Assess cardiovascular risk: it is the leading cause of death in MASLD.
Evidence and rule trace · 9 rules

LV-ALC-01Alcohol intake category

Inputs: alcohol 2 g/day (male)

Alcohol intake in the MASLD range.

LV-CALC-01Derived value

Inputs: age 57 · AST 62 · ALT 48 · platelets 118

FIB-4 = 4.32

LV-FIB-01FIB-4 and its stratum

Inputs: FIB-4 4.32 · cutoff 1.3

High risk of advanced fibrosis.

LV-01MASLD criteria met

Inputs: steatosis documented · 1 cardiometabolic criterion/criteria: BMI 30 · alcohol in MASLD range

Pattern meeting the 2023 MASLD criteria.

LV-CV-01Cardiovascular risk assessment

Inputs: MASLD criteria met

Formal cardiovascular risk assessment is part of the work-up.

LV-04ALT above the AASLD upper limit

Inputs: ALT 48 U/L (limit 33 for male)

ALT above the sex-specific upper limit.

LV-FIB-05Advanced fibrosis likely

Inputs: FIB-4 4.32

High-risk fibrosis result.

LV-REF-01Hepatology referral to consider

Inputs: advanced fibrosis likely

Referral to hepatology is reasonable to consider.

LV-SAFE-03Synthetic dysfunction or marked cholestasis

Inputs: bilirubin 4.2 mg/dL · INR 1.7

Priority review: markers of impaired liver function.

Evidence

  • EV-AASLD-2023 · Rinella ME, Neuschwander-Tetri BA, Siddiqui MS, et al. AASLD Practice Guidance on the clinical assessment and management of nonalcoholic fatty liver disease. Hepatology. 2023;77(5):1797-1835.
  • EV-DELPHI-2023 · Rinella ME, Lazarus JV, Ratziu V, et al. A multisociety Delphi consensus statement on new fatty liver disease nomenclature. Hepatology. 2023;78(6):1966-1986.
  • EV-MCPHERSON-2017 · McPherson S, Hardy T, Dufour JF, et al. Age as a confounding factor for the accurate non-invasive diagnosis of advanced NAFLD fibrosis. Am J Gastroenterol. 2017;112(5):740-751.

Physician adjudication required. Clinical decision support for physician review. This output classifies steatotic liver disease under the 2023 nomenclature and stratifies fibrosis risk. It does not stage fibrosis by itself, diagnose a cause, or recommend a drug. Physician adjudication is required.

Change the values

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Fibrosis risk by non-invasive tests

  1. ✓ Low

    FIB-4 <1.3 (<2.0 from 65), stiffness <8 kPa

  2. ✓ Indeterminate

    Needs a second-line test

  3. ● High

    FIB-4 >2.67, stiffness ≥12 kPa or ELF ≥9.8

Liver tests and imaging
Patient
Sex

A standard US drink is about 14 g.

Cardiometabolic criteria
Other liver disease and context
Cirrhosis, decompensation and trends

Live result · computed in your browser

Priority

Advanced fibrosis likely

LV-FIB-05

A high-risk non-invasive result (or known cirrhosis) needs specialist evaluation. Confirmation of stage belongs to hepatology.

Priority

Markers of impaired liver function

LV-SAFE-03

Bilirubin, INR or albumin is outside the range expected in uncomplicated MASLD. Do not attribute to MASLD without excluding other causes.

Detected clinical pattern

Pattern Meeting the 2023 MASLD Criteria

Steatosis with 1 cardiometabolic criterion/criteria and alcohol in range. Fibrosis risk by non-invasive tests: high.

  • Alcohol: Alcohol 2 g/day · MASLD range
  • Fibrosis risk: Fibrosis risk · high

Why this pattern was identified

  • MASLD criteria. Steatosis is documented and 1 cardiometabolic criterion/criteria are met (BMI 30).

Calculations

FIB-4
4.32

Lower cutoff 1.3; high above 2.67.

Recommended next steps

For physician consideration. Urgent review always comes first.

  1. 1Priority review of impaired liver function.
  2. 2Consider referral to hepatology.AASLD 2023.
  3. 3Assess cardiovascular risk: it is the leading cause of death in MASLD.
Evidence and rule trace · 9 rules

LV-ALC-01Alcohol intake category

Inputs: alcohol 2 g/day (male)

Alcohol intake in the MASLD range.

LV-CALC-01Derived value

Inputs: age 57 · AST 62 · ALT 48 · platelets 118

FIB-4 = 4.32

LV-FIB-01FIB-4 and its stratum

Inputs: FIB-4 4.32 · cutoff 1.3

High risk of advanced fibrosis.

LV-01MASLD criteria met

Inputs: steatosis documented · 1 cardiometabolic criterion/criteria: BMI 30 · alcohol in MASLD range

Pattern meeting the 2023 MASLD criteria.

LV-CV-01Cardiovascular risk assessment

Inputs: MASLD criteria met

Formal cardiovascular risk assessment is part of the work-up.

LV-04ALT above the AASLD upper limit

Inputs: ALT 48 U/L (limit 33 for male)

ALT above the sex-specific upper limit.

LV-FIB-05Advanced fibrosis likely

Inputs: FIB-4 4.32

High-risk fibrosis result.

LV-REF-01Hepatology referral to consider

Inputs: advanced fibrosis likely

Referral to hepatology is reasonable to consider.

LV-SAFE-03Synthetic dysfunction or marked cholestasis

Inputs: bilirubin 4.2 mg/dL · INR 1.7

Priority review: markers of impaired liver function.

Evidence

  • EV-AASLD-2023 · Rinella ME, Neuschwander-Tetri BA, Siddiqui MS, et al. AASLD Practice Guidance on the clinical assessment and management of nonalcoholic fatty liver disease. Hepatology. 2023;77(5):1797-1835.
  • EV-DELPHI-2023 · Rinella ME, Lazarus JV, Ratziu V, et al. A multisociety Delphi consensus statement on new fatty liver disease nomenclature. Hepatology. 2023;78(6):1966-1986.
  • EV-MCPHERSON-2017 · McPherson S, Hardy T, Dufour JF, et al. Age as a confounding factor for the accurate non-invasive diagnosis of advanced NAFLD fibrosis. Am J Gastroenterol. 2017;112(5):740-751.

Physician adjudication required. Clinical decision support for physician review. This output classifies steatotic liver disease under the 2023 nomenclature and stratifies fibrosis risk. It does not stage fibrosis by itself, diagnose a cause, or recommend a drug. Physician adjudication is required.

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