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

Metabolic 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. This 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. We 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. Our 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.

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Publication Details

Journal
Journal of Translational Medicine
Published
2026-02-21
DOI
https://doi.org/10.1186/s12967-026-07830-x
Citations
1
Primary Topic
Cancer, Hypoxia, and Metabolism
Type
article
Field-Weighted Citation Impact
24.82
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article

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

Genqi Xu, Teng-Yu Xu, You-bin Peng, S. C. Lin et al.
1 citations
Journal of Translational Medicine
Cancer, Hypoxia, and Metabolism
24.82
article

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

Genqi Xu, Teng-Yu Xu, You-bin Peng, S. C. Lin, Zheng-Liang Yang, Jie Chen, Ming Li, Xi Liu, Hao Lin, Jun Yin, Ze-Zhou Zhan
article en
1 citations

Abstract

Metabolic 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. This 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. We 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. Our 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.

Journal of Translational MedicineVol. 24(1)
Sun Yat-sen University (CN), Shantou University (CN), Second Affiliated Hospital of Shantou University Medical College (CN), Sun Yat-sen University Cancer Center (CN)
Good health and well-being
Openalex Percentile: Top 1%
Cancer, Hypoxia, and Metabolism
24.82
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