Liver Disease, Liver Fibrosis, and the Invasive-Management Gap in Acute Myocardial Infarction: A Single-Center Cohort with Dual ICD and FIB-4 Stratification

Patients with chronic liver disease are systematically excluded from acute myocardial infarction (AMI) trials, and prior real-world data rely on administrative coding alone. Whether ICD-coded liver disease and laboratory-defined liver fibrosis identify the same patients, and whether they predict the same outcomes, is unknown. We conducted a single-center retrospective cohort study of 1037 consecutive adults admitted with AMI (ICD-10 I21.x) to a tertiary New York center between November 2022 and December 2024. The primary exposure was ICD-defined advanced liver disease (cirrhosis, hepatic failure, or portal hypertension/decompensation; n = 102). The secondary, lab-based exposure was the Fibrosis-4 (FIB-4) index calculated from earliest admission AST, ALT, and platelet count (computable in 1031 patients, 99.4%), stratified as low (<1.45), indeterminate (1.45–3.25), or advanced (>3.25). Co-primary outcomes were invasive management (diagnostic angiography, percutaneous coronary intervention, or coronary artery bypass grafting) and in-hospital mortality. Multivariable logistic regression adjusted for age, sex, diabetes, chronic kidney disease, heart failure, and ST-elevation; the trend across FIB-4 tiers was assessed with the Cochran–Armitage test. Denominators throughout (including the 168/909 occult-fibrosis estimate) use the full exposure group as denominator under a missing-as-not-exposed convention; the four no-LD and two advanced-LD patients with missing FIB-4 are counted as non-advanced fibrosis for this calculation. Patients with ICD-defined advanced liver disease received invasive management less often (12.7% vs. 50.4%; adjusted odds ratio [aOR] 0.17, 95% CI 0.09–0.32) and died in hospital more often (43.1% vs. 7.9%; aOR 8.22, 95% CI 5.02–13.46) than patients without coded liver disease. Outcomes worsened monotonically across FIB-4 tiers (mortality 4.4% → 9.2% → 27.5%; invasive management 55.2% → 45.6% → 33.5%; both p < 0.001 by Cochran–Armitage trend test). Critically, 168 of 909 patients with no coded liver disease (18.5%) had FIB-4 > 3.25, representing a substantial population of unrecognized advanced fibrosis missed by clinical coding. Coded liver disease identifies a small, severely affected subgroup with markedly lower rates of invasive management and 6- to 8-fold higher mortality after AMI. Routine FIB-4 calculation, a free, three-variable lab score, identifies a much larger population with occult advanced fibrosis and graded excess risk that ICD codes miss entirely. Pending prospective validation, FIB-4 may serve as a low-cost adjunct to bedside risk stratification in AMI care.

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Journal
Journal of Cardiovascular Development and Disease
Published
2026-08-24
DOI
https://doi.org/10.3390/jcdd13090408
Primary Topic
Liver Disease and Transplantation
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article
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article

Liver Disease, Liver Fibrosis, and the Invasive-Management Gap in Acute Myocardial Infarction: A Single-Center Cohort with Dual ICD and FIB-4 Stratification

Bishoy Zaki, Jessica Meng, Saif Yasin, Arun Gajan Pradeep et al.
Journal of Cardiovascular Development and Disease
Liver Disease and Transplantation
article

Liver Disease, Liver Fibrosis, and the Invasive-Management Gap in Acute Myocardial Infarction: A Single-Center Cohort with Dual ICD and FIB-4 Stratification

Bishoy Zaki, Jessica Meng, Saif Yasin, Arun Gajan Pradeep, Esther Pearce, Kaiyu Jia, Muhammad Abdurrahman Butt, Thomas Gut
article en

Abstract

Patients with chronic liver disease are systematically excluded from acute myocardial infarction (AMI) trials, and prior real-world data rely on administrative coding alone. Whether ICD-coded liver disease and laboratory-defined liver fibrosis identify the same patients, and whether they predict the same outcomes, is unknown. We conducted a single-center retrospective cohort study of 1037 consecutive adults admitted with AMI (ICD-10 I21.x) to a tertiary New York center between November 2022 and December 2024. The primary exposure was ICD-defined advanced liver disease (cirrhosis, hepatic failure, or portal hypertension/decompensation; n = 102). The secondary, lab-based exposure was the Fibrosis-4 (FIB-4) index calculated from earliest admission AST, ALT, and platelet count (computable in 1031 patients, 99.4%), stratified as low (<1.45), indeterminate (1.45–3.25), or advanced (>3.25). Co-primary outcomes were invasive management (diagnostic angiography, percutaneous coronary intervention, or coronary artery bypass grafting) and in-hospital mortality. Multivariable logistic regression adjusted for age, sex, diabetes, chronic kidney disease, heart failure, and ST-elevation; the trend across FIB-4 tiers was assessed with the Cochran–Armitage test. Denominators throughout (including the 168/909 occult-fibrosis estimate) use the full exposure group as denominator under a missing-as-not-exposed convention; the four no-LD and two advanced-LD patients with missing FIB-4 are counted as non-advanced fibrosis for this calculation. Patients with ICD-defined advanced liver disease received invasive management less often (12.7% vs. 50.4%; adjusted odds ratio [aOR] 0.17, 95% CI 0.09–0.32) and died in hospital more often (43.1% vs. 7.9%; aOR 8.22, 95% CI 5.02–13.46) than patients without coded liver disease. Outcomes worsened monotonically across FIB-4 tiers (mortality 4.4% → 9.2% → 27.5%; invasive management 55.2% → 45.6% → 33.5%; both p < 0.001 by Cochran–Armitage trend test). Critically, 168 of 909 patients with no coded liver disease (18.5%) had FIB-4 > 3.25, representing a substantial population of unrecognized advanced fibrosis missed by clinical coding. Coded liver disease identifies a small, severely affected subgroup with markedly lower rates of invasive management and 6- to 8-fold higher mortality after AMI. Routine FIB-4 calculation, a free, three-variable lab score, identifies a much larger population with occult advanced fibrosis and graded excess risk that ICD codes miss entirely. Pending prospective validation, FIB-4 may serve as a low-cost adjunct to bedside risk stratification in AMI care.

Journal of Cardiovascular Development and DiseaseVol. 13(9)
Northwell Health (US), Staten Island University Hospital (US)
Good health and well-being
Openalex Percentile: Top 12%
Liver Disease and Transplantation
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