Albumin, bilirubin, or ALBI score for predicting drug clearance in hepatic impairment

Introduction: Hepatic impairment is classified as mild, moderate, and severe based on either the Child–Pugh or the National Cancer Institute (NCI) classification system. Another classification system based on bilirubin and albumin levels, known as albumin–bilirubin (ALBI) scoring system, has been proposed mainly for patients with cancer with hepatic impairment. The objective of this study was to predict drug clearance in subjects with varying degrees of hepatic impairment using albumin or bilirubin or albumin–bilirubin (ALBI) score. Materials and methods: There were thirty-five drugs with 64 observations (data points with different degrees of hepatic impairment) in this study. The methods used to predict drug clearance (CL) in subjects with hepatic impairment were bilirubin or albumin or ALBI score. Prediction fold-errors of 0.5–2, 0.5–1.5, and 0.7–1.3 and several statistical parameters such as average fold error (AFE), average absolute fold error (AAFE), bias, and root mean square error (RMSE) were used for comparison purposes among the three methods for the prediction of CL in subjects with different degrees of hepatic impairment. Results: More than 90% of observations were within 0.5–2-fold prediction error by all three methods. Based on albumin, bilirubin, and ALBI, 75.0%, 78.1%, and 89.1% of observations were within 0.5–1.5-fold prediction error, respectively. ALBI in particular provided a good prediction of CL in subjects with severe liver impairment (100% within 0.5–2, 84.6% within 0.5–1.5, and 61.5% within 0.7–1.3-fold prediction error). Conclusions: All three approaches are simple. ALBI is suitable for the prediction of drug clearance in patients with hepatic impairment and is simple and fairly accurate in its predictive performance.

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Publication Details

Journal
Academia Drug Development and Pharmacotherapy
Published
2026-09-30
DOI
https://doi.org/10.20935/acaddrug8552
Primary Topic
Pharmacogenetics and Drug Metabolism
Type
article
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article

Albumin, bilirubin, or ALBI score for predicting drug clearance in hepatic impairment

Iftekhar Mahmood
Academia Drug Development and Pharmacotherapy
Pharmacogenetics and Drug Metabolism
article

Albumin, bilirubin, or ALBI score for predicting drug clearance in hepatic impairment

Iftekhar Mahmood
article en

Abstract

Introduction: Hepatic impairment is classified as mild, moderate, and severe based on either the Child–Pugh or the National Cancer Institute (NCI) classification system. Another classification system based on bilirubin and albumin levels, known as albumin–bilirubin (ALBI) scoring system, has been proposed mainly for patients with cancer with hepatic impairment. The objective of this study was to predict drug clearance in subjects with varying degrees of hepatic impairment using albumin or bilirubin or albumin–bilirubin (ALBI) score. Materials and methods: There were thirty-five drugs with 64 observations (data points with different degrees of hepatic impairment) in this study. The methods used to predict drug clearance (CL) in subjects with hepatic impairment were bilirubin or albumin or ALBI score. Prediction fold-errors of 0.5–2, 0.5–1.5, and 0.7–1.3 and several statistical parameters such as average fold error (AFE), average absolute fold error (AAFE), bias, and root mean square error (RMSE) were used for comparison purposes among the three methods for the prediction of CL in subjects with different degrees of hepatic impairment. Results: More than 90% of observations were within 0.5–2-fold prediction error by all three methods. Based on albumin, bilirubin, and ALBI, 75.0%, 78.1%, and 89.1% of observations were within 0.5–1.5-fold prediction error, respectively. ALBI in particular provided a good prediction of CL in subjects with severe liver impairment (100% within 0.5–2, 84.6% within 0.5–1.5, and 61.5% within 0.7–1.3-fold prediction error). Conclusions: All three approaches are simple. ALBI is suitable for the prediction of drug clearance in patients with hepatic impairment and is simple and fairly accurate in its predictive performance.

Academia Drug Development and PharmacotherapyVol. 2(3)
Good health and well-being
Openalex Percentile: Top 10%
Pharmacogenetics and Drug Metabolism
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Albumin, bilirubin, or ALBI score for predicting drug clearance in hepatic impairment — Iftekhar Mahmood · Academia Drug Development and Pharmacotherapy (2026) | TGRS Research Map | TGRS