Evidence map›Paper›PMID 42146835›Full record

ArticleAnnals of gastroenterological surgery2026

Association Between Liver Function Grade and Post-Hepatectomy Liver Failure in Patients With Hepatocellular Carcinoma: A Latent Class Analysis.

Ling Liu, Jintao Zheng, Ye Wang, Chenao Yang, Jiachen Zhang, Changku Jia

Abstract read
In one paragraph

Article in Annals of gastroenterological surgery, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  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

6 authors.

Ling LiuDepartment of Hepatobiliary and Pancreatic Surgery Hangzhou First People's Hospital Affiliated to Medical School of Westlake University Hangzhou Zhejiang China.
Jintao ZhengDepartment of Hepatobiliary and Pancreatic Surgery The Fourth School of Clinical Medicine, Zhejiang Chinese Medical University Hangzhou Zhejiang China.
Ye WangDepartment of Hepatobiliary and Pancreatic Surgery The Fourth School of Clinical Medicine, Zhejiang Chinese Medical University Hangzhou Zhejiang China.
Chenao YangDepartment of Gastroenterological Surgery Hangzhou First People's Hospital Affiliated to Medical School of Westlake University Hangzhou Zhejiang China.
Jiachen ZhangDepartment of Hepatobiliary and Pancreatic Surgery The Fourth School of Clinical Medicine, Zhejiang Chinese Medical University Hangzhou Zhejiang China.
Changku JiaDepartment of Hepatobiliary and Pancreatic Surgery The Fourth School of Clinical Medicine, Zhejiang Chinese Medical University Hangzhou Zhejiang China.ORCID https://orcid.org/0000-0003-3599-1337

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Hepatocellular carcinoma (HCC) is a leading cause of cancer mortality, with post-hepatectomy liver failure (PHLF) representing a major complication. We aimed to develop an objective, multidimensional liver function grading system via latent class analysis (LCA) and assess its predictive value for PHLF in combination with surgical parameters. Methods: Among 185 HCC patients who underwent resection, the LCA incorporated nine liver function indicators, including severity of liver cirrhosis, splenomegaly, platelet count (PLT), etc., to categorize liver function into three grades: poor, intermediate, and good. Discrimination was evaluated using entropy. Restricted cubic spline analysis assessed the association between blood loss and PHLF, and multivariate logistic regression identified independent predictors. Results: LCA yielded three distinct classes (entropy = 0.953). Blood loss showed a nonlinear relationship with PHLF ( Conclusion: This LCA-based grading system, integrating imaging and biochemical markers, enables precise PHLF risk stratification and, combined with surgical variables, may inform individualized perioperative management in HCC resection.

Indexed as

hepatocellular carcinomalatent class analysisliver functionpost‐hepatectomy liver failure

Identifiers

PMID42146835
PMCPMC13178270

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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.