Evidence map›Paper›PMID 40775283›Full record

ArticleBMC gastroenterology2025

Prognostic value of ALBI score for all-cause mortality in metabolic associated fatty liver disease patients: a cohort study from NHANES 2003-2018.

Guoxing Zhou, Weiwei Han, Jinhong Luan, Baozhu Ma

Abstract read
In one paragraph

Article in BMC gastroenterology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Guoxing ZhouFirst Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin, 150000, Heilongjiang, China.
Weiwei HanSecond Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin, 150000, Heilongjiang, China.
Jinhong LuanFirst Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin, 150000, Heilongjiang, China.
Baozhu MaFirst Affiliated Hospital, Heilongjiang University of Chinese Medicine, Harbin, 150000, Heilongjiang, China. mabaozhu@hljucm.edu.cn.

Funding

The Scientific Research Foundation of Heilongjiang University of Chinese Medicine 2019MS17
6 · The paper itself

Abstract

BACKGROUND &

aimsMetabolic Associated Fatty Liver Disease (MAFLD) is a prevalent chronic liver disorder with severe potential outcomes. While the albumin-bilirubin (ALBI) score demonstrates prognostic utility in other chronic liver diseases, its specific role and predictive performance in MAFLD patients, particularly regarding all-cause mortality, remain incompletely understood. This study aims to investigate the association between ALBI scores and all-cause mortality in individuals with MAFLD and to evaluate its prognostic potential using large-scale NHANES data.

methodsDrawing on data from the population-based National Health and Nutrition Examination Survey (NHANES) conducted between 2003 and 2018, we employed weighted multivariable Cox proportional hazards regression to assess the relationship between ALBI scores and all-cause mortality in a cohort of 5,666 MAFLD patients. ALBI scores were calculated and categorized into tertile (Q1: ALBI < -2.96; -2.96 ≤ ALBI < -2.70; Q3: ≥ -2.70). MAFLD was diagnosed using the U.S. Fatty Liver Index (US-FLI) with a cutoff score of ≥ 30, while excluding other chronic liver diseases. Statistical analyses incorporated NHANES sampling weights and adjusted for potential confounders using multivariable Cox regression models. Additionally, we conducted threshold effect analysis to identify potential inflection points in the ALBI-mortality relationship and used Kaplan-Meier survival analysis to visualize survival differences across ALBI tertiles.

resultsIn this cohort study of 5,666 MAFLD patients, 1,093 (19.29%) experienced mortality during a median follow-up of 8.5 years. Following adjustment for confounding factors, elevated ALBI scores demonstrated a significant correlation with an increased risk of death from any cause (p < 0.001). The hazard ratios (HR) for mortality across ALBI tertile (Q1-Q3) were 1.00 (reference), 1.32 (1.05–1.65), and 1.74 (1.42–2.12), respectively. Each 1-unit increase in ALBI score was associated with a 193% higher risk of death (HR: 2.93, 95% CI: 2.02–4.24). Threshold effect analysis identified an inflection point at ALBI = -2.69, using piecewise Cox regression, mortality risk increased sharply above this threshold (HR = 4.86, 95% CI: 3.32–7.11, p < 0.0001). ROC curve analysis showed AUC values of 0.715, 0.646, and 0.652 for 1-, 2-, and 3-year mortality, respectively, with calibration curves indicating strong agreement between predicted and actual probabilities.

conclusionOur study demonstrates that ALBI scores are a moderate predictor of all-cause mortality in MAFLD patients, particularly at ALBI ≥ -2.69, with an AUC of 0.715 for 1-year mortality. These findings highlight the potential of ALBI scores to identify high-risk patients early, supporting their use in clinical prognostic assessments. Future research should validate these results in diverse populations.

Indexed as

BilirubinFatty LiverNon-alcoholic Fatty Liver DiseaseSerum AlbuminAdultAgedBiomarkersCause of DeathCohort StudiesFemaleHumansMaleMiddle AgedNutrition SurveysPredictive Value of TestsPrognosisBilirubinBiomarkersSerum AlbuminALBI scoreAll-cause mortalityMAFLDMetabolic syndromeSurvival analysisThreshold effect

Identifiers

PMID40775283
PMCPMC12329915

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.