Evidence map›Paper›PMID 40404896›Full record

ArticleDiscover oncology2025

Identification of metabolic reprogramming-related key genes in hepatocellular carcinoma after transcatheter arterial chemoembolization treatment.

Tongfei Li, Shujuan Liu, Shengjun Wang, Shan Sun, Feng Ji, Mingliang Li, Yong Zhang

Abstract read
In one paragraph

Article in Discover oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

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

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

  1. Pooled it
  2. Article
  3. 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

7 authors.

Tongfei LiDepartment of Interventional Radiology, The Second Affiliated Hospital of Shandong First Medical University, Tai'an, 271000, China.
Shujuan LiuDepartment of Oncology, Jinan Seventh People's Hospital, Jinan, 250132, China.
Shengjun WangDepartment of Oncology, Jinan Seventh People's Hospital, Jinan, 250132, China.
Shan SunDepartment of Oncology, Jinan Seventh People's Hospital, Jinan, 250132, China.
Feng JiDepartment of Oncology, Shanxian Dongda Hospital, Heze, 274399, China.
Mingliang LiAutomation Department, Jigang Group International Engineering Technology Co., Ltd, Jinan, 250098, China.
Yong ZhangSchool of Preventive Medicine, Shandong First Medical University, No. 6699 Qingdao Road, Jinan, 250117, Shandong, People's Republic of China. sddyykdxzy@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMetabolic reprogramming plays an important role in therapeutic efficacy of hepatocellular carcinoma (HCC). However, the metabolic reprogramming-related key genes associated with transcatheter arterial chemoembolization (TACE) treatment sensitivity in HCC remain further investigation.

methodsWe analyzed data from public databases, The Cancer Genome Atlas and Gene Expression Omnibus, as well as metabolism-related genes (MRGs), to identify key genes associated with TACE treatment sensitivity. Further analysis was conducted on the relationship between key genes and immune cell infiltration, HCC-related genes, regulatory network construction, nomogram construction, and drug sensitivity analysis. Finally, the expression of key genes was validated based on databases and in vitro RT-qPCR.

resultsFour key genes (CDC20, LPCAT1, PON1, and SPP1) associated with TACE treatment sensitivity were identified. Increased CDC20, LPCAT1, and SPP1 and reduced PON1 were found in tumor tissues than normal tissues, as well as in advanced patients than early-stage patients. Lower expression of CDC20, LPCAT1, and SPP1, and higher expression of PON1 were detected in responsive patients than non-responsive patients. Patients with high expression of CDC20, LPCAT1, and SPP1, and low expression of PON1 had poor prognosis. They were also correlated with tumor immune microenvironment and sensitivity to multiple chemotherapy drugs. The expressions of key genes at the gene and protein levels were validated.

conclusionsOur study provided systematic insights into identification of biomarkers for TACE treatment sensitivity in HCC.

Indexed as

BiomarkersHepatocellular carcinomaMetabolic reprogrammingTranscatheter arterial chemoembolizationTreatment sensitivity

Identifiers

PMID40404896
PMCPMC12098233

What Socratic holds

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LicenceCC BY
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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 Socratic graph.