Evidence map›Paper›PMID 40061977›Full record

ArticleWorld journal of gastrointestinal surgery2025

Gamma-glutamyl transferase-to-lymphocyte ratio as a prognostic marker in patients with hepatocellular carcinoma undergoing hepatectomy.

Peng-Cheng Zhou, Rui Huang, Hai-Tao Wang, Jun Yang, Jian-Dong Peng, Zi-Xuan Fu, Wen-Jun Liao, Hai-Qiang Ma, Lin-Quan Wu, En-Liang Li

Abstract read
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Article in World journal of gastrointestinal surgery, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

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3 · Its place in the literature

Who cites it

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

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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

10 authors.

Peng-Cheng ZhouDepartment of General Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330008, Jiangxi Province, China.
Rui HuangSchool of Statistics and Data Science, Jiangxi University of Finance and Economics, Nanchang 330013, Jiangxi Province, China.
Hai-Tao WangDepartment of General Surgery and Thoracic Surgery, Jishui County People's Hospital, Ji'an 331600, Jiangxi Province, China.
Jun YangDepartment of General Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330008, Jiangxi Province, China.
Jian-Dong PengDepartment of General Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330008, Jiangxi Province, China.
Zi-Xuan FuDepartment of General Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330008, Jiangxi Province, China.
Wen-Jun LiaoDepartment of General Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330008, Jiangxi Province, China.
Hai-Qiang MaSchool of Statistics and Data Science, Jiangxi University of Finance and Economics, Nanchang 330013, Jiangxi Province, China.
Lin-Quan WuDepartment of General Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330008, Jiangxi Province, China.
En-Liang LiDepartment of General Surgery, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang 330008, Jiangxi Province, China. lienliangyx@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWe investigated the utility of gamma-glutamyl transferase-to-lymphocyte ratio (GLR) as a predictive indicator for postoperative survival in patients with hepatocellular carcinoma (HCC) across different time periods and developed a predictive model based on this.

aimTo evaluate the prognostic accuracy of GLR for overall survival (OS) in patients with HCC and its impact over time.

methodsThis study enrolled 301 patients with HCC treated with curative hepatectomy. Exclusion criteria included non-HCC hepatic malignancies, inadequate records, and prior cancer treatments. Baseline demographics, clinical features, and hematological parameters were recorded. Time-dependent receiver operating characteristic curve analysis was used to determine the optimal GLR threshold for survival prediction at 13 months. Statistical analyses included the Kaplan-Meier method, multivariate Cox regression, and the creation of a prognostic nomogram.

resultsOut of 301 patients, 293 were eligible for analysis, with a male predominance (84.6%). High preoperative GLR correlated with several adverse clinical features. Optimal cutoff values for GLR were significantly associated with stratification of 13-month OS. Multivariate analysis identified age, liver enzymes, postoperative transarterial chemoembolization, Child-Pugh grade, and inflammatory markers as independent predictors of OS. Notably, GLR had a significant impact on long-term postoperative OS, with its influence becoming more pronounced over time.

conclusionGLR can serve as a potent prognostic tool for postoperative HCC management, particularly in predicting long-term outcomes.

Indexed as

BiomarkerHepatocellular carcinomaNomogramSurvivalTime-dependent

Identifiers

PMID40061977
PMCPMC11886001

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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 OpenQuestion graph.