Evidence map›Paper›PMID 40018995›Full record

ArticleMolecular oncology2025

Exploration of heterogeneity and recurrence signatures in hepatocellular carcinoma.

Wen-Jing Wu, Jianchao Wang, Fuqing Chen, Xuefeng Wang, Bin Lan, Ruyi Fu, Hong Wen, Fangfang Chen, Wei Hong, Tian-Yu Tang and 6 more

Abstract readValidation Study
In one paragraph

Article in Molecular oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. 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

16 authors.

Wen-Jing WuState Key Laboratory of Cellular Stress Biology, Faculty of Medicine and Life Sciences, School of Life Sciences, Xiamen University, Xiamen, China.
Jianchao WangDepartment of Pathology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China.
Fuqing ChenDepartment of Hepatobiliary Surgery, Xiamen Key Laboratory of Translational Medical of Digestive System Tumor, Fujian Provincial Key Laboratory of Chronic Liver Disease and Hepatocellular Carcinoma, Zhongshan Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China.
Xuefeng WangLaboratory of Radiation Oncology and Radiobiology, Innovation Center for Cancer Research, Clinical Oncology School of Fujian Medical University and Fujian Cancer Hospital, Fuzhou, China.
Bin LanLaboratory of Radiation Oncology and Radiobiology, Innovation Center for Cancer Research, Clinical Oncology School of Fujian Medical University and Fujian Cancer Hospital, Fuzhou, China.
Ruyi FuFaculty of Health Sciences and Sports, Macao Polytechnic University, Macao, China.
Hong WenDepartment of Pathology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China.
Fangfang ChenDepartment of Pathology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China.
Wei HongState Key Laboratory of Cellular Stress Biology, Faculty of Medicine and Life Sciences, School of Life Sciences, Xiamen University, Xiamen, China.
Tian-Yu TangState Key Laboratory of Cellular Stress Biology, Faculty of Medicine and Life Sciences, School of Life Sciences, Xiamen University, Xiamen, China.
Ying HeLaboratory Animal Center, Xiamen University, Xiamen, China.
Gang ChenDepartment of Pathology, Clinical Oncology School of Fujian Medical University, Fujian Cancer Hospital, Fuzhou, China.ORCID https://orcid.org/0000-0003-2540-8232
Jianyin ZhouDepartment of Hepatobiliary Surgery, Xiamen Key Laboratory of Translational Medical of Digestive System Tumor, Fujian Provincial Key Laboratory of Chronic Liver Disease and Hepatocellular Carcinoma, Zhongshan Hospital of Xiamen University, School of Medicine, Xiamen University, Xiamen, China.
Hai-Long PiaoState Key Laboratory of Phytochemistry and Natural Medicines, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, China.ORCID https://orcid.org/0000-0001-7451-0386
Di ChenState Key Laboratory of Phytochemistry and Natural Medicines, Dalian Institute of Chemical Physics, Chinese Academy of Sciences, Dalian, China.ORCID https://orcid.org/0000-0002-2181-4703
Shu-Yong LinState Key Laboratory of Cellular Stress Biology, Faculty of Medicine and Life Sciences, School of Life Sciences, Xiamen University, Xiamen, China.ORCID https://orcid.org/0000-0002-4419-1713

Funding

Fujian Provincial Health Technology Project 2022ZD01005Fundamental Research Funds for the Central Universities 20720210110Joint Funds for the Innovation of Science and Technology, Fujian province 2023Y9448National Key Research and Development Program of China 2022YFA0806500National Natural Science Foundation of China 32271216National Natural Science Foundation of China 82088102Project '111' sponsored by the State Bureau of Foreign Experts and Ministry of Education of China BP2018017XMU-Fujian Cancer Hospital Cooperation grant for the Research Center of Metabolism and Tumor
6 · The paper itself

Abstract

Hepatocellular carcinoma (HCC), the sixth most prevalent cancer globally, is characterized by high recurrence rates and poor prognosis. Investigating the heterogeneity of relapsed HCC and identifying key therapeutic targets may facilitate the design of effective anticancer therapies. In this study, integrative analysis of single-cell RNA sequencing data of primary and early-relapsed HCC revealed increased proportions of infiltrating CD8

Indexed as

Biomarkers, TumorCarcinoma, HepatocellularLiver NeoplasmsNeoplasm Recurrence, LocalNomogramsAnimalsCD8-Positive T-LymphocytesEpithelial-Mesenchymal TransitionFemaleGene Expression Regulation, NeoplasticGenetic HeterogeneityHepatectomyHumansLiverLymphocytes, Tumor-InfiltratingMaleBiomarkers, Tumorearly‐relapse hepatocellular carcinomaheterogeneitymachine learningprognostic risk modelsingle‐cell RNA sequencing

Identifiers

PMID40018995
PMCPMC12330942

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.