Evidence map›Paper›PMID 41668766›Full record

ArticleFrontiers in immunology2025

SLC12A7 serves as a prognostic and immunotherapeutic biomarker identified by multi-omics analysis.

Haoran Qu, Jun Sun, Guohao Wang, Shuhong Ding, Xiaoming Li

Abstract read
In one paragraph

Article in Frontiers in immunology, 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. 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

5 authors.

Haoran Qu *Department of Hepatobiliary and Pancreatic Surgery, The Second Qilu Hospital of Shandong University, Jinan, China.
Jun Sun *Department of Hepatobiliary and Pancreatic Surgery, The Second Qilu Hospital of Shandong University, Jinan, China.
Guohao WangDepartment of Hepatobiliary and Pancreatic Surgery, The Second Qilu Hospital of Shandong University, Jinan, China.
Shuhong DingDepartment of Hepatobiliary and Pancreatic Surgery, The Second Qilu Hospital of Shandong University, Jinan, China.
Xiaoming LiDepartment of Hepatobiliary and Pancreatic Surgery, The Second Qilu Hospital of Shandong University, Jinan, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Solute carrier family 12 member 7 (SLC12A7) is a membrane transporter implicated in ion homeostasis. Recent studies have suggested its aberrant expression in various malignancies; however, its functional roles and clinical relevance across cancers remain poorly defined. Given the limited understanding of SLC12A7 in oncogenesis and the urgent need for novel biomarkers, particularly in hepatocellular carcinoma (HCC), we conducted a comprehensive pan-cancer analysis to elucidate its potential oncogenic roles. Methods: Transcriptomic and clinical data from The Cancer Genome Atlas (TCGA), Genotype-Tissue Expression (GTEx), cBioPortal, TIMER 2.0, and Gene Expression Omnibus (GEO) were integrated to investigate the expression patterns, prognostic significance, genetic alterations, and immune correlations of SLC12A7. Single-cell RNA sequencing data were analyzed to examine its heterogeneity within the tumor microenvironment. Functional enrichment analyses were performed to identify associated signaling pathways. Results: SLC12A7 was significantly upregulated in multiple cancer types and correlated with unfavorable clinical outcomes. Single-cell analysis revealed its enrichment in malignant cell populations and its involvement in the regulation of the tumor microenvironment. SLC12A7 expression was associated with immune cell infiltration and immune checkpoint gene expression. Functional assays confirmed that SLC12A7 enhances HCC cell proliferation, migration, and invasion. Conclusions: These findings identify SLC12A7 as a potential prognostic biomarker and immunotherapeutic target across cancers. Its oncogenic role in HCC suggests clinical utility in guiding prognosis and treatment strategies.

Indexed as

Biomarkers, TumorCarcinoma, HepatocellularLiver NeoplasmsSymportersCell Line, TumorCell ProliferationGene Expression ProfilingGene Expression Regulation, NeoplasticHumansImmunotherapyK Cl- CotransportersMultiomicsPrognosisTumor MicroenvironmentBiomarkers, TumorK Cl- CotransportersSymportersbiomarkerhepatocellular carcinomapan-cancerscRNA-seqSLC12A7tumor immune microenvironment

Identifiers

PMID41668766
PMCPMC12883764

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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.