Evidence map›Paper›PMID 42434237›Full record

ArticleJournal of gastrointestinal oncology2026

Identification and functional validation of SPON2 as a novel biomarker for the diagnosis and prognosis in hepatocellular carcinoma.

Wanrong He, Zehua He, Qingfeng Chen, Wei Lan, Guo Zhang

Abstract read
In one paragraph

Article in Journal of gastrointestinal oncology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

5 authors.

Wanrong He *Jinan University, Guangzhou, China.
Zehua He *College of Life Science and Technology, Guangxi University, Nanning, China.ORCID https://orcid.org/0000-0003-0921-2889
Qingfeng ChenSchool of Computer, Electronic and Information, Guangxi University, Nanning, China.
Wei LanSchool of Computer, Electronic and Information, Guangxi University, Nanning, China.
Guo ZhangJinan University, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Hepatocellular carcinoma (HCC) is a major global health burden, with persistently low 5-year survival rates. The major clinical challenge in HCC lies in the lack of accurate biomarkers for early detection, prognostic evaluation, and prediction of tumor aggressiveness. This study aimed to identify reliable biomarkers for HCC diagnosis and outcome prediction, and to elucidate their functional relevance in tumor progression. Methods: Transcriptomic profiles of HCC and adjacent normal tissues, along with single-cell RNA sequencing (scRNA-seq) data from six HCC patients, were obtained from public databases. The differentially expressed genes (DEGs) were identified and functionally annotated. HCC tumor cell-specific genes were determined using the "FindAllMarkers" function. Genes that were upregulated in both HCC tissues and tumor cells were considered candidate biomarkers. Western blotting and quantitative reverse transcription polymerase chain reaction (qRT-PCR) were used to assess spondin-2 (SPON2) and WNT-related gene expression. Cell counting kit-8 (CCK-8), 5-ethynyl-2'-deoxyuridine (EdU), as well as colony formation assays evaluated cell proliferation. Additionally, wound healing and transwell assays assessed migration and invasion capacities. Results: Integration of bulk transcriptomic and scRNA-seq datasets identified SPON2 as an HCC-specific biomarker. SPON2 showed favorable diagnostic accuracy in distinguishing HCC patients from healthy controls across four independent cohorts, and its elevated expression was linked to poor overall survival (OS) and increased metastatic potential. At the single-cell level, SPON2 Conclusions: Through integrative transcriptomic and single-cell analyses, SPON2 was identified as a robust HCC biomarker, aberrantly upregulated in HCC tissues and tumor cells, and predictive of shorter OS and enhanced metastatic potential. By activating the WNT signaling pathway, SPON2 enhances the proliferative, migrative, and invasive capacities of HCC cells, underscoring its pivotal role in tumor aggressiveness and providing insights into novel diagnostic and prognostic targets for HCC management.

Indexed as

aggressivenessdiagnosisHepatocellular carcinoma (HCC)prognosisspondin-2 (SPON2)

Identifiers

PMID42434237
PMCPMC13349973

What Socratic holds

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LicenceCC BY-NC-ND
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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.