Evidence map›Paper›PMID 41402783›Full record

ArticleBMC surgery2025

Analysis of risk factors for early mortality following hepatectomy in hepatocellular carcinoma patients.

Chunwei Kou, Hongtao Zhu, Limin Fan, Weitian Fan, Tan To Cheung, Ren Ji

Abstract read
In one paragraph

Article in BMC surgery, 2025. 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

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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. Review
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.

Chunwei KouDepartment of Hepatobiliary and Pancreatic Surgery, The University of Hong Kong-Shenzhen Hospital, Shenzhen, 518053, China.
Hongtao ZhuDepartment of Hepatobiliary and Pancreatic Surgery, The University of Hong Kong-Shenzhen Hospital, Shenzhen, 518053, China.
Limin FanDepartment of Hepatobiliary and Pancreatic Surgery, The University of Hong Kong-Shenzhen Hospital, Shenzhen, 518053, China.
Weitian FanDepartment of Hepatobiliary and Pancreatic Surgery, The University of Hong Kong-Shenzhen Hospital, Shenzhen, 518053, China.
Tan To CheungDepartment of Surgery, The University of Hong Kong, Hong Kong, China.
Ren JiThe First Affiliated Hospital of Jinan University, Guangzhou, 510632, China. szjiren@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveThis study aimed to identify risk factors associated with early mortality (within 2 years) following hepatectomy in patients with hepatocellular carcinoma (HCC), with the goal of informing more rational treatment strategies.

methodsA retrospective analysis was conducted on clinical data from 236 HCC patients who underwent hepatectomy at the University of Hong Kong-Shenzhen Hospital between 2013 and 2021. Patients were categorized into early mortality (EM) and non-early mortality (NEM) groups based on survival status at 24 months post-surgery. Univariate and multivariable logistic regression analyses were employed to identify independent risk factors for early mortality. Based on the availability of clinical information, preoperative and early postoperative prediction models were developed, and corresponding nomograms were constructed. The predictive performance of the model was assessed using receiver operating characteristic (ROC) curves, and patients were stratified into different risk groups based on the predicted probabilities for further evaluation.

resultsIndependent risk factors for EM in the preoperative assessment included Child-Pugh grade B (P < .001), advanced BCLC staging (P = .010), and high Tumor burden score (TBS) (P < .001). For the early postoperative assessment, independent risk factors were Child-Pugh grade B (P < .001), high TBS (P < .001), non-Textbook Outcome (P < .001), and presence of Microvascular invasion (MVI) (P = .014). The preoperative model achieved an area under the ROC curve (AUC) of 0.832, while the postoperative model yielded an AUC of 0.865, indicating strong predictive performance. Stratification of patients based on predicted probabilities into distinct risk groups revealed statistically significant differences in both 2-year and 5-year survival rates, demonstrating robust risk-discriminatory ability.

conclusionBased on the availability of clinical information, this study identified independent risk factors associated with EM in both the preoperative and early postoperative phases, and constructed two nomograms to visualize the corresponding risks. Patients with multiple risk factors-particularly those deemed high-risk for EM (predicted probability > 66%) according to the nomogram-faced a significantly higher risk of early death.

Indexed as

Carcinoma, HepatocellularHepatectomyLiver NeoplasmsAdultAgedFemaleHumansMaleMiddle AgedNomogramsRetrospective StudiesRisk FactorsEarly mortalityHepatectomyHepatocellular carcinomaTextbook OutcomeTumor Burden Score

Identifiers

PMID41402783
PMCPMC12709708

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LicenceCC BY-NC-ND
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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.