Gray-zone approach for prognostic scoring in non-cancer-related end-stage liver disease: a multicenter retrospective cohort study

A novel prognostic score has been created to facilitate early implementation of palliative care for end-stage liver disease (ESLD) patients. However, the diagnoses of inconclusive patients remain unclear. Hence, we aimed to investigate the clinical thresholds of specific prognostic scores using the gray-zone approach. This is a multicenter, retrospective secondary analysis of an existing dataset. A total of 4,080 admission and outpatient cases were analyzed, and the performances of end-stage liver disease (MELD), MELD-Na, and other specific prognostic scores were compared. We compared the clinical characteristics between the mortality and non-mortality groups. The specific score ranged between 63.4 and 83.3 points in the gray-zone intervals. Total bilirubin could not be used as a biomarker because of its no significance in gray-zone patients. In addition to total bilirubin, age, serum albumin concentration, serum creatinine concentration, and the international normalized ratio may be used to predict mortality in indeterminate-risk patients with noncancer liver cirrhosis.

Authors

Institutions

Publication Details

Journal
Discover Applied Sciences
Published
2025-10-29
DOI
https://doi.org/10.1007/s42452-025-07848-8
Primary Topic
Liver Disease and Transplantation
Type
article
Field-Weighted Citation Impact
0.00

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Gray-zone approach for prognostic scoring in non-cancer-related end-stage liver disease: a multicenter retrospective cohort study

I‐Shiang Tzeng
Discover Applied Sciences
Liver Disease and Transplantation
article

Gray-zone approach for prognostic scoring in non-cancer-related end-stage liver disease: a multicenter retrospective cohort study

I‐Shiang Tzeng
article en

Abstract

A novel prognostic score has been created to facilitate early implementation of palliative care for end-stage liver disease (ESLD) patients. However, the diagnoses of inconclusive patients remain unclear. Hence, we aimed to investigate the clinical thresholds of specific prognostic scores using the gray-zone approach. This is a multicenter, retrospective secondary analysis of an existing dataset. A total of 4,080 admission and outpatient cases were analyzed, and the performances of end-stage liver disease (MELD), MELD-Na, and other specific prognostic scores were compared. We compared the clinical characteristics between the mortality and non-mortality groups. The specific score ranged between 63.4 and 83.3 points in the gray-zone intervals. Total bilirubin could not be used as a biomarker because of its no significance in gray-zone patients. In addition to total bilirubin, age, serum albumin concentration, serum creatinine concentration, and the international normalized ratio may be used to predict mortality in indeterminate-risk patients with noncancer liver cirrhosis.

Discover Applied SciencesVol. 7(11)
Taipei Tzu Chi Hospital (TW)
Taipei Tzu Chi Hospital
Openalex Percentile: Top 59%
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.