Han Bangling, Fang Tianyi, Wang Yimin, Zhang Yongle, Xue Yingwei
Department of Gastrointestinal Surgery, Harbin Medical University Cancer Hospital, Harbin, China.
Front Genet. 2022 May 10;13:808041. doi: 10.3389/fgene.2022.808041. eCollection 2022.
TGFβ signaling plays a key role in cancer progression and by shaping tumor architecture and inhibiting the anti-tumor activity of immune cells. It was reported that high expression of TGFβ can promote the invasion and metastasis of cancer cells in a variety of tumors. However, there are few studies on TGFβ2 and its methylation in gastric cancer. We analyzed the Harbin Medical University Cancer Hospital (HMUCH) sequencing data and used public data to explore the potential function and prognostic value of TGFβ2 and its methylation in gastric cancer. In this study, we used the ssGSEA algorithm to quantify 23 methylation sites related to TGFβ2. Survival analysis showed that high expression of TGFβ2 and hypomethylation levels of TGFβ2 were negative factors in the prognosis of gastric cancer. Functional enrichment analysis of methylation revealed that methylation of different TGFβ2 methylation scores was mainly involved in energy metabolism, extracellular matrix formation and cell cycle regulation. In the gastric cancer microenvironment TGFβ2 was associated with high levels of multiple immune cell infiltration and cytokine expression, and high TGFβ2 expression was significantly and positively correlated with stemness markers, stromalscore and EMT. Gene set enrichment analysis also revealed an important role of TGFβ2 in promoting EMT. In addition, we discussed the relationship between TGFβ2 and immunotherapy. The expression of PD-1, PD-L1 and CTLA-4 was elevated in the TGFβ2 high expression group. Also when TGFβ2 was highly expressed, the responsiveness of immune checkpoint blockade (ICB) was significantly enhanced. This indicates that TGFβ2 may become an indicator for predicting the efficacy of immunosuppressive agents and a potential target for immunotherapy.
转化生长因子β(TGFβ)信号传导在癌症进展中起关键作用,它通过塑造肿瘤结构和抑制免疫细胞的抗肿瘤活性来发挥作用。据报道,TGFβ的高表达可促进多种肿瘤中癌细胞的侵袭和转移。然而,关于TGFβ2及其甲基化在胃癌中的研究较少。我们分析了哈尔滨医科大学附属肿瘤医院(HMUCH)的测序数据,并利用公开数据探索TGFβ2及其甲基化在胃癌中的潜在功能和预后价值。在本研究中,我们使用单样本基因集富集分析(ssGSEA)算法对与TGFβ2相关的23个甲基化位点进行定量。生存分析表明,TGFβ2的高表达和TGFβ2的低甲基化水平是胃癌预后的负性因素。甲基化的功能富集分析显示,不同TGFβ2甲基化评分的甲基化主要参与能量代谢、细胞外基质形成和细胞周期调控。在胃癌微环境中,TGFβ2与多种免疫细胞浸润和细胞因子表达的高水平相关,并且TGFβ2的高表达与干性标志物、基质评分和上皮-间质转化(EMT)显著正相关。基因集富集分析还揭示了TGFβ2在促进EMT中的重要作用。此外,我们讨论了TGFβ2与免疫治疗之间的关系。在TGFβ2高表达组中,程序性死亡蛋白1(PD-1)、程序性死亡受体配体1(PD-L1)和细胞毒性T淋巴细胞相关蛋白4(CTLA-4)的表达升高。而且,当TGFβ2高表达时,免疫检查点阻断(ICB)的反应性显著增强。这表明TGFβ2可能成为预测免疫抑制剂疗效的指标和免疫治疗的潜在靶点。