4.7 Article

ACSF2-mediated ferroptosis is involved in ulcerative colitis

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LIFE SCIENCES
卷 313, 期 -, 页码 -

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PERGAMON-ELSEVIER SCIENCE LTD
DOI: 10.1016/j.lfs.2022.121272

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Ferroptosis; Machine learning; ACSF2; Ulcerative colitis

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This study identified the significantly down-regulated expression of ACSF2, a ferroptosis-related gene, in ulcerative colitis through bioinformatics analysis. ACSF2 is significantly associated with immune-related pathways and is expected to play an important role in mediating ferroptosis and inflammation, making it a potential target for further research and treatment of ulcerative colitis.
Aims: To investigate the role of ferroptosis-related genes in the induction into ulcerative colitis (UC) and provide new strategies for the prevention and treatment of UC.Materials and methods: We screened the UC dataset from the GEO database and obtained ferroptosis-related genes from FerrDB and GeneCards. The R package CancerSubtypes was performed to identify the UC subtypes, followed by Short Time-series Expression Miner (STEM) analysis. The key genes were further screened by ma-chine learning algorithms (LASSO and SVM-RFE). WB and IHC verified the changes in the expression content of ACSF2 in vivo and in vitro models. The changes in intracellular ROS and Fe2 + levels were detected.Key findings: Through bioinformatics analysis, we selected the ferroptosis-related gene ACSF2 (acyl CoA syn-thetase family member 2), which is significantly associated with immune-related pathways Toll-like receptor signaling pathway, NF-kappa B signaling pathway and NOD-like receptor signaling pathway. The expression of ACSF2 was significantly down-regulated in UC animals, Salmonella typhimurium colitis models and cell models, while the ferroptosis inhibitor Fer-1 reversed the expression of ACSF2 in LPS-induced cell models, indicating that the ferroptosis-related gene ACSF2 plays an important role in mediating ferroptosis and inflammation, and is expected to become a new target for further research.Significance: Ferroptosis is closely associated with the development of UC, and the ferroptosis-related gene ACSF2 can be used as a potential biomarker for the diagnosis and treatment of UC.

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