bioRxivCancer BiologyPreprint
Tumor hypoxia adaptation depends on FLAD1 mediated mitochondrial metabolic reprogramming
Xiangyu ZhaoiD, Tao WuiD, Sanan Wu, Yujin CheniD, Yu ZhangiD, Jing CheniD, Kaixuan DiaoiD, Zaoke HeiD, Jiawei YaniD, Tianzhu LuiD, Chao XuiD, Lu LiuiD, Gaofeng FaniD, Dongliang XuiD, Xinxiang LiiD, Xiaopeng XiongiD, Jianjun Cheng, Fang BaiiD, Xuesong LiuiD
Abstract
Hypoxia, a hallmark of solid tumors, promotes the malignant progression and is challenging to target. Metabolic reprogramming and the resulting metabolic vulnerabilities provide a promising strategy to target tumor hypoxia. Here we systematically compared the metabolic network differences between hypoxic and non-hypoxic cells, and developed a deep learning model, "DepFormer", to predict the dependent metabolic genes in hypoxic tumor cells. The performance of DepFormer was validated using CRISPR screening dataset. Oxidative phosphorylation was identified as the most significantly hypoxia-dependent metabolic pathway, and FLAD1 was predicted to be one of the key hypoxia-dependent metabolic genes. FLAD1 locus is amplified, and FLAD1 expression is upregulated in various tumor types, especially in hypoxic tumors. FLAD1 depletion compromises tumors adaptation to hypoxia by disrupting mitochondrial complex II activity, leading to an imbalance between succinate and fumarate, and consequent failure to adapt to hypoxia. Subsequently, we identified a drug-like inhibitor of FLAD1, which selectively inhibits the growth of tumor cells under hypoxia. Our findings reveal FLAD1 as an innovative therapeutic target for hypoxic tumors.
- organism: human
- assay: bulk RNA-seq
- research focus: drug response / drug discovery
- research focus: gene regulatory network inference
- research focus: differential expression
- approach: deep learning
- Citations
- 0
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Inhibition of Intracellular Lipolysis Promotes Cancer Cell Adaptation to Hypoxia
X. Zhang, A. M. Saarinen, … J. Liu·eLifePeer-reviewed·Dec 19, 2017
- Electron transfer dictates metabolic reprogramming in proliferating cells under hypoxia
Yuanyuan Wang, Miao Liu, … Binghui Li·bioRxiv·May 19, 2018
- MYC overrides HIF to regulate proliferating primary cell metabolism in hypoxia
C. A. Copeland, B. A. Olenchock, … W. M. Oldham·bioRxiv·Sep 21, 2020
- Hypoxic tumors are sensitive to FLASH radiotherapy
R. J. Leavitt, A. Almeida, … M.-C. Vozenin·bioRxiv·Nov 27, 2022
- Hypobaric hypoxia drives citrate cycle reprogramming to suppress tumor progression
Yixing Gao, Xiuju He, … Erlong Zhang·bioRxiv·Aug 15, 2025
- HIF-1 inactivation empowers HIF-2 to drive hypoxia adaptation in aggressive forms of medulloblastoma
J. Contenti, Y. Guo, … N. M. Mazure·bioRxiv·Oct 17, 2023