Biology Direct · 2023 · 32 citations · 22 references
MedicineMolecular BiologyOncologyCarcinogenesisMolecular OncologyTumor ProgressionCancer Cell SignalingCancer ProgressionCancer Stem Cell BiologyCancer Stem CellsOncogenic Signaling PathwaysSignal Transduction In CancerAnticancer Drug ResistanceHepatocellular Carcinoma PathogenesisLenvatinib TherapyMass Spectrometry-based Protein IdentificationNotch Signaling ActivationProtein Mass SpectrometryStemness RegulationTumor Resistance
TM4SF1, a member of the transmembrane 4 superfamily, is crucial for both healthy and malignant human tissues. The significant function of TM4SF1 in the incidence and progression of cancer has been widely recognized in recent years. Although some achievements have been made in the study of TM4SF1, the effect of TM4SF1 on cancer stemness in hepatocellular carcinoma (HCC) and its molecular basis are yet to be reported. We found through abundant in vitro and in vivo experiments which the expression of TM4SF1 was positively correlated with the progression and cancer stemness of HCC. We identified the downstream protein MYH9 of TM4SF1 and its final regulatory target NOTCH pathway using bioinformatics analysis and protein mass spectrometry. We cultivated a Lenvatinib-resistant strain from HCC cells to examine the relationship between cancer stemness and tumor drug resistance. The study confirmed that TM4SF1 could regulate the NOTCH pathway by upregulating MYH9, thus promoting cancer stemness and Lenvatinib resistance in HCC. This study not only provided a new idea for the pathogenesis of HCC but also confirmed that TM4SF1 might become a new intervention point to improve the clinical efficacy of Lenvatinib in treating HCC.
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Machine Learning Identifies Stemness Features Associated with Oncogenic Dedifferentiation
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