Evidence map›Paper›PMID 41723491›Full record

ArticleJournal of translational medicine2026

ATIC facilitates the malignant progression of bladder cancer by modulating AMPK-mTOR-S6K1 axis under folate reprogramming.

Da-Ming Xu, Jie Chen, Shu-Bin Lin, Teng-Yu Xu, Ze-Zhou Zhan, Zheng-Liang Yang, You-Bin Peng, Hao Lin, Jun Yin, Ming Li and 1 more

Abstract read
In one paragraph

Article in Journal of translational medicine, 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

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

11 authors.

Da-Ming Xu *State Key Laboratory of Oncology in South China, Guangdong Provincial Clinical Research Center for Cancer, Sun Yat-Sen University Cancer Center, Guangzhou, 510060, P. R. China.
Jie Chen *Department of Urology, Second Affiliated Hospital of Shantou University Medical College, Shantou, 515041, P. R. China.
Shu-Bin Lin *Department of Urology, Second Affiliated Hospital of Shantou University Medical College, Shantou, 515041, P. R. China.
Teng-Yu XuDepartment of Urology, Second Affiliated Hospital of Shantou University Medical College, Shantou, 515041, P. R. China.
Ze-Zhou ZhanDepartment of Urology, Second Affiliated Hospital of Shantou University Medical College, Shantou, 515041, P. R. China.
Zheng-Liang YangDepartment of Urology, Second Affiliated Hospital of Shantou University Medical College, Shantou, 515041, P. R. China.
You-Bin PengDepartment of Urology, Second Affiliated Hospital of Shantou University Medical College, Shantou, 515041, P. R. China.
Hao LinDepartment of Urology, Second Affiliated Hospital of Shantou University Medical College, Shantou, 515041, P. R. China.
Jun YinDepartment of Clinical Laboratory Medicine, Second Affiliated Hospital of Shantou University Medical College, Shantou, 515041, P. R. China. jyin@stu.edu.cn.
Ming LiDepartment of Urology, Second Affiliated Hospital of Shantou University Medical College, Shantou, 515041, P. R. China. lmdoctor@21cn.com.
Xin-Cheng LiuDepartment of Urology, Second Affiliated Hospital of Shantou University Medical College, Shantou, 515041, P. R. China. liuxincheng321@163.com.ORCID http://orcid.org/0009-0009-2531-742X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundMetabolic reprogramming is a hallmark of cancer, yet the role of ATIC-mediated folate metabolism in bladder and other solid tumors remains understudied. Due to its critical role in cancer cell growth, folate metabolism could be a promising target for novel, broadly applicable cancer therapies.

methodsThis study integrated multiple bladder cancer datasets from TCGA, GEO, and clinical data from 80 patients at our hospital to explore the relationship between ATIC and folate metabolism. We focused on expression patterns, prognosis, metabolic processes, microenvironment, drug resistance, and associated pathways. Through multi-omics analysis, 97 single-cell datasets, 18 spatial tissue slices, and machine learning approaches, we assessed ATIC as a pan-cancer driver and identified key folate metabolism-related driver genes.

resultsWe found that ATIC overexpression in bladder cancer was linked to poor prognosis, GC chemotherapy resistance, elevated cancer folate levels, and malignant phenotypes. Our study first proposed that ATIC promotes bladder cancer progression by regulating the AMPK-mTOR-S6K1 axis under folate reprogramming. We also validated ATIC-folate reprogramming crosstalk across cancers through pan-cancer analysis and created a multi-cancer folate metabolism-driven gene map, highlighting the importance of ATIC and folate metabolism in future oncology research.

conclusionsOur study identifies ATIC as a key cancer driver gene. Targeting ATIC offers a promising therapeutic strategy, especially for bladder cancer and potentially other cancers with disrupted folate metabolism. These findings highlight new treatment possibilities targeting metabolic vulnerabilities in cancer.

Indexed as

AMP-Activated Protein KinasesDisease ProgressionFolic AcidRibosomal Protein S6 Kinases, 70-kDaSignal TransductionTOR Serine-Threonine KinasesUrinary Bladder NeoplasmsGene Expression Regulation, NeoplasticHumansMetabolic ReprogrammingPrognosisAMP-Activated Protein KinasesFolic AcidMTOR protein, humanribosomal protein S6 kinase, 70kD, polypeptide 1Ribosomal Protein S6 Kinases, 70-kDaTOR Serine-Threonine KinasesATICBladder cancerFolate metabolismLarge-scale single-cell transcriptomicsSpatial transcriptomics

Identifiers

PMID41723491
PMCPMC13032281

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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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.