A Serum DLL1 and CRP dual-marker model for bacterial infection detection in patients with decompensated cirrhosis: A dual-cohort diagnostic study

ObjectiveBacterial infections (BIs) in decompensated cirrhosis are associated with high morbidity and mortality but remain diagnostically challenging due to limited conventional biomarker accuracy. We aim to evaluate the utility of serum Delta-like ligand 1 (DLL1) for BI detection in patients with decompensated cirrhosis.MethodsIn this dual-cohort prospective study, 320 hospitalized patients with decompensated cirrhosis were consecutively enrolled and stratified into derivation (n = 224) and independent validation (n = 96) cohorts. Serum DLL1 levels were quantified at admission with an enzyme-linked immunosorbent assay. Diagnostic performance was assessed through receiver operating characteristic (ROC) curve analysis and multivariable logistic regression.ResultsCompared with their noninfected counterparts, patients with decompensated cirrhosis and BI had elevated serum DLL1 levels (P < 0.001). DLL1 was an independent predictor of BIs (adjusted odds ratio (OR) = 5.495, 95% confidence interval (CI): 3.022-9.992) in multivariate analysis. DLL1 demonstrated robust diagnostic performance (area under the curve (AUC) = 0.863, 95% CI: 0.814-0.911), which was further improved when combined with C-reactive protein (CRP) in a dual-marker model (AUC = 0.918, P < 0.001) and validated in an independent cohort (AUC = 0.925). Decision curve analysis confirmed the clinical utility of this combination across threshold probabilities of 10% to 80%. Notably, DLL1 levels were weakly correlated with total bilirubin levels (Spearman's ρ=0.24, P < 0.001), suggesting limited confounding effects from hepatic inflammation.ConclusionSerum DLL1 was a clinically viable diagnostic biomarker for BIs in patients with decompensated cirrhosis and demonstrated weak confounding effects from hepatic dysfunction. The CRP-DLL1 combined model achieved superior diagnostic accuracy with cross-cohort validation robustness.

Authors

Institutions

Publication Details

Journal
Science Progress
Published
2025-07-01
DOI
https://doi.org/10.1177/00368504251358310
Primary Topic
Liver Disease and Transplantation
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Serum DLL1 and CRP dual-marker model for bacterial infection detection in patients with decompensated cirrhosis: A dual-cohort diagnostic study

Zhi Wang, Juanjun Huang, Zeng De-bin, Jian Chen et al.
Science Progress
Liver Disease and Transplantation
article

A Serum DLL1 and CRP dual-marker model for bacterial infection detection in patients with decompensated cirrhosis: A dual-cohort diagnostic study

Zhi Wang, Juanjun Huang, Zeng De-bin, Jian Chen, Yulin Wang, Wei Zhu, Luhu Yu
article en

Abstract

ObjectiveBacterial infections (BIs) in decompensated cirrhosis are associated with high morbidity and mortality but remain diagnostically challenging due to limited conventional biomarker accuracy. We aim to evaluate the utility of serum Delta-like ligand 1 (DLL1) for BI detection in patients with decompensated cirrhosis.MethodsIn this dual-cohort prospective study, 320 hospitalized patients with decompensated cirrhosis were consecutively enrolled and stratified into derivation (n = 224) and independent validation (n = 96) cohorts. Serum DLL1 levels were quantified at admission with an enzyme-linked immunosorbent assay. Diagnostic performance was assessed through receiver operating characteristic (ROC) curve analysis and multivariable logistic regression.ResultsCompared with their noninfected counterparts, patients with decompensated cirrhosis and BI had elevated serum DLL1 levels (P < 0.001). DLL1 was an independent predictor of BIs (adjusted odds ratio (OR) = 5.495, 95% confidence interval (CI): 3.022-9.992) in multivariate analysis. DLL1 demonstrated robust diagnostic performance (area under the curve (AUC) = 0.863, 95% CI: 0.814-0.911), which was further improved when combined with C-reactive protein (CRP) in a dual-marker model (AUC = 0.918, P < 0.001) and validated in an independent cohort (AUC = 0.925). Decision curve analysis confirmed the clinical utility of this combination across threshold probabilities of 10% to 80%. Notably, DLL1 levels were weakly correlated with total bilirubin levels (Spearman's ρ=0.24, P < 0.001), suggesting limited confounding effects from hepatic inflammation.ConclusionSerum DLL1 was a clinically viable diagnostic biomarker for BIs in patients with decompensated cirrhosis and demonstrated weak confounding effects from hepatic dysfunction. The CRP-DLL1 combined model achieved superior diagnostic accuracy with cross-cohort validation robustness.

Science ProgressVol. 108(3)
Ganzhou People's Hospital (CN), Nanfang Hospital (CN), Huizhou Central People's Hospital (CN), Southern Medical University (CN)
Good health and well-being
Openalex Percentile: Top 76%
Liver Disease and Transplantation
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.