Evidence mapPaperPMID 41579171Full record

ArticleNaunyn-Schmiedeberg's archives of pharmacology2026

Downregulation of SLC12A5 in glioblastoma multiforme: a novel prognostic biomarker associated with brain edema and radiomic features.

Rongde Zhong, Zengwei Kou, Heng Wang, Qian Li, Yue Xiao, Zongyang Li, Weilin Chen, Fanfan Chen, Guodong Huang, Yunsheng Liu

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In one paragraph

Article in Naunyn-Schmiedeberg's archives of pharmacology, 2026. 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

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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

10 authors.

Rongde Zhong *Department of Neurosurgery, First Affiliated Hospital, Shenzhen Second People's Hospital, Shenzhen University Health Science Center, Shenzhen, 518035, People's Republic of China.
Zengwei Kou *Department of Laboratory Medicine and Pathobiology, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, M5S 1A8, Canada.
Heng Wang *Department of Neurosurgery, First Affiliated Hospital, Shenzhen Second People's Hospital, Shenzhen University Health Science Center, Shenzhen, 518035, People's Republic of China.
Qian LiShenzhen Institutes of Advanced Technology, Chinese Academy of Sciences, Shenzhen, 518055, People's Republic of China.
Yue XiaoGuangdong Provincial Key Laboratory for Regional Immunity and Diseases, Department of Immunology, Shenzhen University School of Medicine, Shenzhen, 518060, People's Republic of China.
Zongyang LiDepartment of Neurosurgery, First Affiliated Hospital, Shenzhen Second People's Hospital, Shenzhen University Health Science Center, Shenzhen, 518035, People's Republic of China.
Weilin ChenGuangdong Provincial Key Laboratory for Regional Immunity and Diseases, Department of Immunology, Shenzhen University School of Medicine, Shenzhen, 518060, People's Republic of China.
Fanfan ChenDepartment of Neurosurgery, First Affiliated Hospital, Shenzhen Second People's Hospital, Shenzhen University Health Science Center, Shenzhen, 518035, People's Republic of China. cff_126com@126.com.
Guodong HuangDepartment of Neurosurgery, First Affiliated Hospital, Shenzhen Second People's Hospital, Shenzhen University Health Science Center, Shenzhen, 518035, People's Republic of China. huangguodong@email.szu.edu.cn.
Yunsheng LiuDepartment of Neurosurgery, First Affiliated Hospital, Shenzhen Second People's Hospital, Shenzhen University Health Science Center, Shenzhen, 518035, People's Republic of China. 15111010012@fudan.edu.cn.

Funding

Sanming Project of Medicine in Shenzhen Sanming Project of Medicine in ShenzhenShenzhen Fund for Guangdong Provincial High-level Clinical Key Specialties SZGSP002Shenzhen scientific and technological projects JCYJ20220530151006013the Natural Science Foundation of Guangdong Province 2022A1515111143
6 · The paper itself

Abstract

Glioblastoma multiforme (GBM), an aggressive brain tumor with a dismal prognosis, lacks robust prognostic biomarkers. In this study, we aimed to identify novel biomarkers using integrative bioinformatics, radiomics, and experimental validation. Using the GEO, TCGA, and CGGA datasets, we screened 387 differentially expressed genes (DEGs) and identified five hub genes (LOX, VEGFA, SERPINH1, SLC12A5, and VSNL1) linked to poor outcomes. Among these, SLC12A5 exhibited unique downregulation in GBM, in contrast to its upregulation in most other cancers. Functional analyses revealed that SLC12A5 suppressed the JAK-STAT3, E2F, and MYC pathways, whereas single-cell sequencing highlighted its predominant expression in astrocytes and microglia. Western blotting and immunohistochemistry validated that SLC12A5 downregulation correlated with increased brain edema volume (negative correlation, * p < 0.05) and activated MMP9/STAT3 signaling. Radiomics analysis demonstrated that SLC12A5 expression was associated with MRI features predictive of the IDH genotypes, offering non-invasive prognostic insights. Drug sensitivity screening identified six small molecules (PD0325901, ERK-6604, paclitaxel, ribociclib, TAF1, and lapatinib) that targeted SLC12A5-related pathways. Crucially, multivariate Cox regression analysis confirmed that SLC12A5 was an independent prognostic factor (HR p = 0.04). This study established SLC12A5 as a novel biomarker for GBM, uniquely bridging molecular dysregulation, edema pathogenesis, and radiomics with implications for prognosis and targeted therapy.

Indexed as

Biomarkers, TumorBrain EdemaBrain NeoplasmsGlioblastomaSolute Carrier Family 12AnimalsDown-RegulationGene Expression Regulation, NeoplasticHumansMagnetic Resonance ImagingPrognosisRadiomicsBiomarkers, TumorSolute Carrier Family 12BioinformaticsGlioblastoma multiformePrognosisRadiomicsSLC12A5

Identifiers

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Textmetadata
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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 Socratic graph.