Evidence map›Paper›PMID 40597971›Full record

ArticleBMC psychiatry2025

NHANES 2005-2018 data reveal high albumin-bilirubin scores are associated with depression.

Qing-Zhong Li, Jia-Xin Tan, Guo-Tian Ruan, Quan-Zhi Qin, Teng Deng, Yi-Zhen Gong

Abstract read
In one paragraph

Article in BMC psychiatry, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

6 authors.

Qing-Zhong Li *Guangxi Medical University Cancer Hospital, Nanning, 530021, Guangxi, China.
Jia-Xin Tan *Guangxi Medical University Cancer Hospital, Nanning, 530021, Guangxi, China.
Guo-Tian RuanDepartment of General Surgery, Beijing Friendship Hospital, Capital Medical University, Beijing, 100050, China.
Quan-Zhi QinGuangxi Medical University Cancer Hospital, Nanning, 530021, Guangxi, China.
Teng DengGuangxi Medical University Cancer Hospital, Nanning, 530021, Guangxi, China.
Yi-Zhen GongGuangxi Medical University Cancer Hospital, Nanning, 530021, Guangxi, China. gongyizhen@gxmu.edu.cn.

Funding

Development and application of medical and health appropriate technology in Guangxi Grant No.S2023090Innovation Project of Guangxi Graduate Education JGY2024102National Nature Science Foundation of China Grant No.82404061
6 · The paper itself

Abstract

backgroundDepression has been recognized as a leading global contributor to disease burden and mortality. While the etiology of depression involves a complex interplay of biological, psychological, and social factors, its precise pathophysiological mechanisms remain incompletely understood. The albumin-bilirubin (ALBI) score, originally developed as an objective measure of hepatic function, has demonstrated prognostic value in diverse clinical contexts including liver diseases, brain tumors and chronic heart failure. However, the relationship between ALBI scores and depression has not been systematically investigated. This study aims to examine the association between ALBI scores and depression in a nationally representative cohort.

methodsThis population-based cross-sectional study utilized data from the National Health and Nutrition Examination Survey (NHANES) spanning seven survey cycles (2005-2018). The ALBI score was calculated using the established formula: ALBI = (log10 bilirubin [μmol/L] × 0.66) + (albumin [g/L] × -0.085). Depression was assessed using the Patient Health Questionnaire-9 (PHQ-9). Weighted multivariable logistic regression models were constructed to analyze the association between ALBI and depression, adjusting for potential covariates. Nonlinear relationships were explored using restricted cubic splines (RCS). The robustness of the results was validated through subgroup analyses. The relationship between ALBI and depression symptoms severity was evaluated via ANOVA. For prognostic analysis, Cox proportional hazards regression models assessed the link between ALBI and clinical outcomes, complemented by Kaplan-Meier (K-M) survival curves and RCS plots to illustrate trends.

resultsWeighted multivariable logistic regression models revealed a significant association between elevated ALBI scores and depression risk. Participants in the higher ALBI (ALBI≧ -2.87) demonstrated 16% increased odds of depression compared to the reference (ALBI < -2.87) (adjusted OR = 1.16, 95% CI 1.03-1.31, P = 0.01). Restricted cubic spline analysis confirmed a linear relationship between continuous ALBI scores and depression risk. Subgroup analyses stratified by age, gender, race, education, smoking, drinking and diabetes consistently identified high ALBI as an independent risk factor for depression. The analysis of variance revealed a significant dose-response relationship between ALBI and depression symptom severity (P < 0.05). Cox proportional hazards models revealed significant associations between ALBI increments and mortality risks in the depression cohort. For all-cause mortality, each 1-unit ALBI elevation was associated with a 284% increased risk (adjusted HR = 3.84, 95% CI 2.77-5.33, P < 0.01). Cancer-related mortality showed a 235% risk escalation per ALBI unit (HR = 3.35, 95% CI 1.54-7.26, P < 0.01), while non-cancer deaths exhibited an stronger association at 296% increased risk (HR = 3.96, 95% CI 2.76-5.67, P < 0.01).

conclusionBy analyzing data from seven cycles (2005-2018) of the NHANES database, this study identified a positive association between the ALBI score and depression among U.S. adults. The ALBI score was also linked to the severity of depressive symptoms, and was associated with all-cause mortality, cancer-related mortality in individuals with depression.

trial registrationClinical trial number: not applicable.

Indexed as

BilirubinDepressionDepressive DisorderSerum AlbuminAdultAgedCross-Sectional StudiesFemaleHumansMaleMiddle AgedNutrition SurveysUnited StatesBilirubinSerum AlbuminAlbumin-bilirubin scoreDepressionNHANES

Identifiers

PMID40597971
PMCPMC12217803

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.