Evidence map›Paper›PMID 40269673›Full record

ArticleBMC cardiovascular disorders2025

Association of albumin-bilirubin grade with short- and long-term mortality in patients with heart failure: a cohort study using restricted cubic splines and propensity score matching.

Xiaopo Gao, Cheng Li, Yurou Wang, Yun Cu, Yingfang Zheng, Hongkai Dai, Xinrun Yuan, Jinlong Luo, Chengye Zhan

Abstract read
In one paragraph

Article in BMC cardiovascular disorders, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 pooled it
–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

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. 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

9 authors.

Xiaopo GaoDepartment of Emergency Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Cheng LiDepartment of Emergency Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Yurou WangDepartment of Emergency Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Yun CuDepartment of Emergency Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Yingfang ZhengDepartment of Emergency Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Hongkai DaiDepartment of Emergency Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Xinrun YuanDepartment of Emergency Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Jinlong LuoDepartment of Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
Chengye ZhanDepartment of Emergency Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China. zhanchengye@tjh.tjmu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveHeart failure (HF) is a chronic progressive syndrome caused by a variety of cardiovascular diseases and is associated with high morbidity, mortality, and healthcare burden. Forecasting the prognosis of HF patients at an early stage is important. Therefore, our objective was to explore the relationship between HF patients' prognosis and the albumin-bilirubin (ALBI) grade.

methodsData for the study were obtained from the MIMIC database. Patients with ALBI grade 1 were matched to patients with ALBI grades 2 and 3 using propensity score matching (PSM). Post-matching analyses were performed using Cox proportional hazards models, Kaplan-Meier survival analysis, restricted cubic splines (RCS), and subgroup analyses.

resultsRCS analyses revealed a nonlinear relationship between ALBI grade and 30-, 90-, and 360-day mortality in patients with HF, with a threshold value identified at -1.92. When ALBI scores were below - 1.92, the risk of mortality in HF patients remained relatively stable. In contrast, as ALBI scores approached and exceeded - 1.92, the mortality risk increased rapidly. Before PSM, both ALBI grades 2 and 3 were independent predictors of mortality in patients with HF; however, after PSM, ALBI grade 2 was not statistically associated with patient mortality. This result was supported by Kaplan-Meier (K-M) analysis.

Indexed as

BilirubinHeart FailureSerum Albumin, HumanAgedAged, 80 and overBiomarkersDatabases, FactualFemaleHumansMaleMiddle AgedPredictive Value of TestsPrognosisPropensity ScoreRetrospective StudiesRisk AssessmentALB protein, humanBilirubinBiomarkersSerum Albumin, HumanHeart failurePrognosisThe albumin-bilirubin grade

Identifiers

PMID40269673
PMCPMC12016267

What Socratic holds

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Registered trials

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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 Socratic graph.