Jia Zexi, Liao Pan, Yan Bo, Lei Ping
Department of Geriatrics, Tianjin Medical University General Hospital, Tianjin, China.
School of Medicine, Nankai University, Tianjin, China.
Discov Oncol. 2024 Oct 16;15(1):567. doi: 10.1007/s12672-024-01447-6.
The dysregulation of fucosyltransferases (FUTs) contributes to alterations in fucosylated epitope expression, which serve as distinctive features of cancer cells. Nonetheless, a comprehensive elucidation of the prognostic biological marker and therapeutic target of the FUTs family in pan-cancer remains elusive.
Over 10,000 individuals' profiling information was examined, including information on 750 small molecule drugs, 33 types of cancer, and 24 types of immune cells. We focused on POFUT2's function and applied GSVA (Gene Set Variation Analysis) to calculate the FUT score. Survival and cancer pathways were found to be correlated with this score. After deriving a signature via univariate Cox and LASSO regression, we generated and analyzed the ROC curve and developed a nomogram.
Our comprehensive analysis revealed epigenetic, genomic, and immunogenomic changes in FUTs, particularly POFUT2, resulting in aberrant expression. Elevated frequencies of CNV (Copy number variation), SNV (Single Nucleotide Variant), and hypermethylation were observed in FUTs. Additionally, the survival of patients with various types of cancers may be predicted by FUT expression. Immune response and prognosis in numerous types of cancer were found to be strongly linked to aberrant POFUT2 expression. Pathway analysis unveiled the role of FUTs in apoptosis, epithelial-to-mesenchymal transition (EMT), cell cycle, DNA damage response, RAS/MAPK, TSC/mTOR, PI3K/AKT, AR, ER, and RTK. A prognostic index for patients diagnosed with adrenocortical carcinoma (ACC) was established by applying a risk model incorporating nine FUTs and based on the findings of the GSVA.
FUTs, particularly POFUT2, emerge as candidate targets for improving the outcomes of immune therapy. The significance of aberrant MUC12 expression, cancer immune therapy, and patient survival in the context of diverse malignancies is enhanced by the strong correlation observed among these factors. Our five-gene risk signature provides patients with ACC with an independent prognostic indicator, emphasizing the critical function of these genes in inhibiting the immune system's response in ACC.
岩藻糖基转移酶(FUTs)的失调导致岩藻糖基化表位表达的改变,而这些表位是癌细胞的显著特征。尽管如此,全面阐明FUTs家族在泛癌中的预后生物标志物和治疗靶点仍然难以实现。
研究了超过10000人的分析信息,包括750种小分子药物、33种癌症和24种免疫细胞的信息。我们聚焦于POFUT2的功能,并应用基因集变异分析(GSVA)来计算FUT评分。发现生存和癌症通路与该评分相关。通过单变量Cox回归和LASSO回归得出一个特征,我们生成并分析了受试者工作特征(ROC)曲线并构建了列线图。
我们的综合分析揭示了FUTs,特别是POFUT2的表观遗传、基因组和免疫基因组变化,导致其异常表达。在FUTs中观察到拷贝数变异(CNV)、单核苷酸变异(SNV)和高甲基化的频率升高。此外,FUT表达可预测多种癌症患者的生存情况。发现多种癌症的免疫反应和预后与异常的POFUT2表达密切相关。通路分析揭示了FUTs在细胞凋亡、上皮-间质转化(EMT)、细胞周期、DNA损伤反应、RAS/丝裂原活化蛋白激酶(MAPK)、结节性硬化症复合物/哺乳动物雷帕霉素靶蛋白(TSC/mTOR)、磷脂酰肌醇-3激酶/蛋白激酶B(PI3K/AKT)、雄激素受体(AR)、雌激素受体(ER)和受体酪氨酸激酶(RTK)中的作用。通过应用一个纳入9个FUTs的风险模型,并基于GSVA的结果,建立了肾上腺皮质癌(ACC)患者的预后指数。
FUTs,特别是POFUT2,成为改善免疫治疗结果的候选靶点。这些因素之间的强相关性增强了异常MUC12表达、癌症免疫治疗和不同恶性肿瘤背景下患者生存的重要性。我们的五基因风险特征为ACC患者提供了一个独立的预后指标,强调了这些基因在抑制ACC免疫系统反应中的关键作用。