Evidence map›Paper›PMID 41153430›Full record

ArticleGenes2025

Integrative Single-Cell and Bulk Transcriptomic Analysis Identifies Macrophage-Related Gene Signatures Predictive of Hepatocellular Carcinoma in Cirrhosis.

Zhongyuan Zhang, Chuisheng Zeng, Xuetong Yong, Wenping Zhou, Yongfang Xie, Jianzhong Shu

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Genes, 2025. 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

6 authors.

Zhongyuan ZhangChongqing Key Laboratory of Big Data for Bio Intelligence, Chongqing University of Posts and Telecommunications, Chongqing 400065, China.ORCID 0009-0000-4551-0651
Chuisheng ZengChongqing Key Laboratory of Big Data for Bio Intelligence, Chongqing University of Posts and Telecommunications, Chongqing 400065, China.
Xuetong YongChongqing Key Laboratory of Big Data for Bio Intelligence, Chongqing University of Posts and Telecommunications, Chongqing 400065, China.ORCID 0009-0003-0431-2503
Wenping ZhouChongqing Key Laboratory of Big Data for Bio Intelligence, Chongqing University of Posts and Telecommunications, Chongqing 400065, China.
Yongfang XieChongqing Key Laboratory of Big Data for Bio Intelligence, Chongqing University of Posts and Telecommunications, Chongqing 400065, China.ORCID 0009-0003-2881-4372
Jianzhong ShuChongqing University of Traditional Chinese Medicine, Chongqing 402760, China.

Funding

National Undergraduate Innovation and Entrepreneurship Training Program 202310617015Natural Science Foundation of Chongqing, China cstc2021jcyj-msxmX0834Natural Science Foundation of Chongqing, China cstc2021jcyj- msxmX0848
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Carcinoma, HepatocellularLiver CirrhosisLiver NeoplasmsMacrophagesTranscriptomeBiomarkers, TumorFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMaleMiddle AgedSingle-Cell AnalysisBiomarkers, TumorhdWGCNAliver cirrhosismachine learningpredictive modelsingle-cell RNA sequencing

Identifiers

PMID41153430
PMCPMC12562699

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.