Evidence map›Paper›PMID 38929645›Full record

ArticleLife (Basel, Switzerland)2024

Partial Hepatectomy and Ablation for Survival of Early-Stage Hepatocellular Carcinoma Patients: A Bayesian Emulation Analysis.

Jiping Wang, Yunju Im, Rong Wang, Shuangge Ma

Abstract read
In one paragraph

Article in Life (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

4 authors.

Jiping WangDepartment of Biostatistics, Yale School of Public Health, New Haven, CT 06510, USA.ORCID 0000-0003-3741-4269
Yunju ImDepartment of Biostatistics, University of Nebraska Medical Center (UNMC), Omaha, NE 68198, USA.
Rong WangDepartment of Chronic Disease Epidemiology, Yale School of Public Health, New Haven, CT 06510, USA.
Shuangge MaDepartment of Biostatistics, Yale School of Public Health, New Haven, CT 06510, USA.

Funding

Yale Clinical and Translational Science Award (U Component)UL1TR001863 · NCATS · YALE UNIVERSITY · PI John H. Krystal, LUCILA OHNO-MACHADO · 2016 to 2026
$102.9M
Deep Learning-based Emulation Analysis: Methodological Developments and Case StudiesR21HL161691 · NHLBI · YALE UNIVERSITY · PI MA, SHUANGGE · 2022 to 2023
$251k
Cancer Emulation Analysis with Deep Neural NetworkR03CA276790 · NCI · YALE UNIVERSITY · PI MA, SHUANGGE · 2023 to 2023
$168k
NCATS NIH HHS UL1 TR001863NCI NIH HHS R03 CA276790NHLBI NIH HHS R21 HL161691NIH HHS CA276790NIH HHS HL161691
6 · The paper itself

Abstract

Partial hepatectomy and ablation therapy are two widely used surgical procedures for localized early-stage hepatocellular carcinoma (HCC) patients. This article aimed to evaluate their relative effectiveness in terms of overall survival. An emulation analysis approach was first developed based on the Bayesian technique. We estimated propensity scores via Bayesian logistic regression and adopted a weighted Bayesian Weibull accelerated failure time (AFT) model incorporating prior information contained in the published literature. With the Surveillance, Epidemiology, and End Results (SEER)-Medicare data, an emulated target trial with rigorously defined inclusion/exclusion criteria and treatment regimens for early-stage HCC patients over 66 years old was developed. For the main cohort with tumor size less than or equal to 5 cm, a total of 1146 patients were enrolled in the emulated trial, with 301 and 845 in the partial hepatectomy and ablation arms, respectively. The analysis suggested ablation to be significantly associated with inferior overall survival (hazard ratio [HR] = 1.35; 95% credible interval [CrI]: 1.14, 1.60). For the subgroup with tumor size less than or equal to 3 cm, there was no significant difference in overall survival between the two arms (HR = 1.15; 95% CrI: 0.88, 1.52). Overall, the comparative treatment effect of ablation and partial hepatectomy on survival remains inconclusive. This finding may provide further insight into HCC clinical treatment.

Indexed as

Bayesian survivalcomparative effectivenessHCCSEER-Medicaretarget trial emulation

Identifiers

PMID38929645
PMCPMC11204969

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Registered trials

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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.