Department of Hepatobiliary Pancreatic Surgery, The Affiliated Hospital of Qingdao University, Qingdao, China; Department of Pancreatic Surgery, Fudan University Shanghai Cancer Center, Shanghai 200032, China; Department of Oncology, Shanghai Medical College, Fudan University, Shanghai 200032, China; Shanghai Pancreatic Cancer Institute, Shanghai 200032, China; Pancreatic Cancer Institute, Fudan University, Shanghai 200032, China.
Department of Hepatobiliary Pancreatic Surgery, The Affiliated Hospital of Qingdao University, Qingdao, China.
Int Immunopharmacol. 2024 Dec 5;142(Pt B):113079. doi: 10.1016/j.intimp.2024.113079. Epub 2024 Sep 16.
Pancreatic cancer has emerged as one of the most lethal malignancies, characterized by rising morbidity and mortality rates. Research has demonstrated that N6-methyladenosine (mA) modification of RNA significantly influences RNA metabolism, and dysregulation of mA is implicated in various human diseases. A clearer picture of how the divergent mA methylation patterns affect immunological microenvironment in pancreatic cancer is still unknown. Based on an analysis of RNA-sequencing (RNA-seq) data from the TCGA, GEO, and GTEx databases, we predicted and validated the expression of YTHDF2. Apoptosis and cell cycle analyses of YTHDF2 were conducted using flow cytometry, and a subcutaneous transplantation tumor model was established in BALB/c nude mice. The immune infiltration status and Weighted Gene Co-expression Network Analysis (WGCNA) were employed to evaluate cellular immunity and identify downstream target genes associated with the CD8 T cell module. Additionally, machine learning-based integrative approaches were utilized to generate a predictive signature. The Western blot technique was employed to quantify YTHDF2 expression levels in PDAC cell lines and tissues. WGCNA and PPI unveiled TFG as the core gene regulation network conducting the function of the CD8 T cell. Quantitative reverse transcription PCR (qRT-PCR) assays were conducted to confirm the reduction in TFG expression subsequent to YTHDF2 knockdown. Integrative analyses using large-scale genomic data sets were conducted to reveal that YTHDF2 could affect pancreatic cancer cell apoptosis and the cell cycle, promote malignant biologic processes, and gene regulation in immune cells. YTHDF2 potentially modulates crucial molecular subgroups of immune checkpoint molecules in CD8 T cells, thereby enhancing tumor immunogenicity and promoting anti-tumor immune responses.
胰腺癌已成为最致命的恶性肿瘤之一,其发病率和死亡率呈上升趋势。研究表明,RNA 中的 N6-甲基腺苷(m6A)修饰显著影响 RNA 代谢,m6A 的失调与多种人类疾病有关。m6A 甲基化模式如何影响胰腺癌的免疫微环境,目前仍不清楚。基于对 TCGA、GEO 和 GTEx 数据库中 RNA 测序(RNA-seq)数据的分析,我们预测并验证了 YTHDF2 的表达。通过流式细胞术进行 YTHDF2 的细胞凋亡和细胞周期分析,并在 BALB/c 裸鼠中建立皮下移植瘤模型。采用免疫浸润状态和加权基因共表达网络分析(WGCNA)评估细胞免疫,并鉴定与 CD8 T 细胞模块相关的下游靶基因。此外,还采用基于机器学习的综合方法生成预测特征。采用 Western blot 技术定量检测 PDAC 细胞系和组织中 YTHDF2 的表达水平。WGCNA 和 PPI 揭示了 TFG 作为核心基因调控网络,行使 CD8 T 细胞的功能。进行定量逆转录 PCR(qRT-PCR)检测以确认 YTHDF2 敲低后 TFG 表达降低。通过使用大规模基因组数据集进行综合分析,揭示 YTHDF2 可能影响胰腺癌细胞凋亡和细胞周期,促进免疫细胞中的恶性生物学过程和基因调控。YTHDF2 可能调节 CD8 T 细胞中免疫检查点分子的关键分子亚群,从而增强肿瘤免疫原性并促进抗肿瘤免疫反应。