Evidence map›Paper›PMID 41121066›Full record

ArticleCancer cell international2025

Metal ion transporter SLC39A14-mediated ferroptosis and glycosylation modulate the tumor immune microenvironment: pan-cancer multi-omics exploration of therapeutic potential.

Yi-Chun Chiang, Chih-Yang Wang, Sachin Kumar, Chung-Bao Hsieh, Kai-Fu Chang, Ching-Chung Ko, Chih-Hsuan Chang, Hui-Ru Lin, Chi-Jen Wu, Chien-Han Yuan and 7 more

Abstract read
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Article in Cancer cell international, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing 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

13 citing papers in PubMed.

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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

17 authors.

Yi-Chun Chiang *Institute of Medicine, Chung Shan Medical University, Taichung, 40201, Taiwan.
Chih-Yang Wang *Graduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, 11031, Taiwan.
Sachin KumarGraduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, 11031, Taiwan.
Chung-Bao HsiehDivision of General Surgery, Department of Surgery, Tri-Service General Hospital, Taipei, 114202, Taiwan.
Kai-Fu ChangMedical Laboratory, Medical Education and Research Center, Kaohsiung, 80284, Taiwan.
Ching-Chung KoDepartment of Medical Imaging, Chi-Mei Medical Center, Tainan, 710402, Taiwan.
Chih-Hsuan ChangMedical Laboratory, Medical Education and Research Center, Kaohsiung, 80284, Taiwan.
Hui-Ru LinInstitute of Medical Science and Technology, National Sun Yat-Sen University, Kaohsiung, 80424, Taiwan.
Chi-Jen WuNursing Department, Kaohsiung Armed Forces General Hospital, Kaohsiung, 80284, Taiwan.
Chien-Han YuanMedical Laboratory, Medical Education and Research Center, Kaohsiung, 80284, Taiwan.
Do Thi Minh XuanFaculty of Pharmacy, Van Lang University, 69/68 Dang Thuy Tram Street, Binh Loi Trung Ward, Ho Chi Minh City, 70000, Vietnam.
Juan Lorell NgadioGraduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, 11031, Taiwan.
Dahlak Daniel SolomonGraduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, 11031, Taiwan.
Fitria Sari WulandariGraduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, 11031, Taiwan.
Hung-Yun LinGraduate Institute of Cancer Biology and Drug Discovery, College of Medical Science and Technology, Taipei Medical University, Taipei, 11031, Taiwan.
Shun-Fa YangInstitute of Medicine, Chung Shan Medical University, Taichung, 40201, Taiwan. ysf@csmu.edu.tw.
Yung-Kuo LeeMedical Laboratory, Medical Education and Research Center, Kaohsiung, 80284, Taiwan. yungkuolee@gmail.com.

Funding

National Science and Technology Council 113-2320-B-393-001
6 · The paper itself

Abstract

backgroundFerroptosis, an iron-dependent form of regulated cell death driven by lipid peroxidation, has emerged as a pivotal mechanism in cancer progression and therapeutic resistance. Concurrently, glycosylation, as a key post-translational modification, plays a critical role in regulating cell signaling, immune evasion, and metastasis. Although both processes are independently implicated in tumor biology, the intersection between ferroptosis and glycosylation remains largely unexplored.

methodsWe performed a comprehensive pan-cancer multi-omics analysis, integrating bulk transcriptomics, epigenomics, and single-cell RNA sequencing datasets. Ferroptosis and glycosylation-related genes were curated from The Molecular Signatures Database (MSigDB), leading to the identification of the metal ion transporter, SLC39A14 (solute carrier family 39 member 14), as a key intersecting gene. A ferroptosis-related gene signature was constructed using machine learning and Cox regression models, followed by survival analyses, immune microenvironment profiling, and a pathway enrichment analysis across The Cancer Genome Atlas (TCGA) cohort.

resultsSLC39A14 was found to be significantly upregulated across multiple tumor types and associated with a poor prognosis, immune-stromal infiltration, and ferroptosis resistance. Among all cancer types analyzed, glioblastoma multiforme (GBM) and kidney renal cell carcinoma (KIRC) exhibited the significantly prognostic associations and the most pronounced differential expression of SLC39A14. Single-cell analysis revealed that SLC39A14 expression was enriched between stromal and immune populations, hypoxic perivascular niches, confirming its microenvironment-specific functions. These findings were corroborated by DNA methylation data showing promoter hypomethylation of SLC39A14 in tumors compared to normal tissues. Functionally, SLC39A14 was highly enriched in pathways related to angiogenesis, the epithelial-to-mesenchymal transition, cytokine signaling, and oxidative stress adaptation including vascular endothelial growth factor (VEGF) and cell metabolism-related signaling. A nomogram integrating SLC39A14 expression with clinical parameters improved overall survival predictions.

conclusionsIn this study, we identified SLC39A14 as a dual regulator at the interface of ferroptosis and glycosylation, with significant impacts on tumor microenvironmental remodeling and therapeutic resistance. By leveraging multi-omics and single-cell transcriptomic data, we establish SLC39A14 as a promising prognostic biomarker and therapeutic target, particularly in brain and kidney cancers where ferroptosis modulation could offer novel clinical strategies.

Indexed as

FerroptosisGlycosylationImmune infiltrationPan-cancer analysisPrognostic biomarkerSLC39A14Tumor microenvironment

Identifiers

PMID41121066
PMCPMC12539127

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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.