Department of Gastroenterology, Fifth Affiliated Hospital of Sun Yat-sen University, No. 52, Meihua East Road, Xiangzhou District, Zhuhai 519000, Guangdong Province, China.
Department of Gastroenterology, Fifth Affiliated Hospital of Sun Yat-sen University, No. 52, Meihua East Road, Xiangzhou District, Zhuhai 519000, Guangdong Province, China.
Int Immunopharmacol. 2024 Sep 30;139:112603. doi: 10.1016/j.intimp.2024.112603. Epub 2024 Jul 22.
This study aims to comprehensively analyze alternative splicing (AS) features in colorectal cancer (CRC) using integrative multi-omics and to elucidate their relationship with the CRC immune microenvironment.
Transcriptomic data, clinical information, and Percent Spliced In (PSI) values of AS events for CRC patients were obtained from The Cancer Genome Atlas (TCGA) and TCGA SpliceSeq databases. Differentially expressed AS events were identified. Univariate Cox analysis was used to pinpoint prognosis-related AS events. A prognostic risk model was developed and validated using multivariate Cox analysis, patient survival analysis, and the area under the receiver operating characteristic (ROC) curve (AUC). Gene Set Enrichment Analysis (GSEA), immune infiltration, immunotherapy, chemotherapy sensitivity analyses, and regulatory relationships between AS events and splicing factors (SFs) were conducted. Single-cell sequencing was used to study the distribution of key factors. siRNA and overexpression vectors were utilized to silence/overexpress BCAS1 in CRC cells and evaluate their effects on cell growth, migration, and invasion. Furthermore, the interaction between BCAS1 and ANO7 pre-mRNA was investigated using RIP-PCR.
82 prognosis-related AS events were identified in CRC patients. A 15-AS prognostic model was constructed, which correlated with immune cell infiltration and showed differences in immunotherapy and chemotherapy sensitivity. BCAS1 was identified as a potential regulator of the ANO7|58341|AT splicing event in CRC. Single-cell sequencing analysis revealed the distribution of BCAS1 and ANO7 in cancer stem cells. In vitro experiments demonstrated that overexpression of BCAS1 and silencing of ANO7 inhibit the proliferation, migration, and invasion of CRC cells. Moreover, BCAS1 suppresses the progression of CRC by modulating ANO7 alternative splicing.
This study provides new insights into the role of alternative splicing in colorectal cancer, particularly the potential regulatory action of BCAS1 on the ANO7|58341|AT splicing event. It also identifies the impact of alternative splicing on the tumor microenvironment and potential implications for immunotherapy, highlighting its relevance for the in-depth study and treatment of CRC.
本研究旨在综合分析结直肠癌(CRC)中的选择性剪接(AS)特征,利用整合多组学阐明它们与 CRC 免疫微环境的关系。
从癌症基因组图谱(TCGA)和 TCGA SpliceSeq 数据库中获取 CRC 患者的转录组数据、临床信息和 AS 事件的百分位插入(PSI)值。鉴定差异表达的 AS 事件。使用单因素 Cox 分析确定与预后相关的 AS 事件。使用多因素 Cox 分析、患者生存分析和接受者操作特征(ROC)曲线下面积(AUC)构建和验证预后风险模型。进行基因集富集分析(GSEA)、免疫浸润、免疫治疗、化疗敏感性分析以及 AS 事件与剪接因子(SFs)之间的调控关系。利用单细胞测序研究关键因素的分布。利用 siRNA 和过表达载体沉默/过表达 CRC 细胞中的 BCAS1,并评估其对细胞生长、迁移和侵袭的影响。此外,利用 RIP-PCR 研究 BCAS1 与 ANO7 前体 mRNA 之间的相互作用。
鉴定出 82 个与 CRC 患者预后相关的 AS 事件。构建了一个由 15 个 AS 组成的预后模型,该模型与免疫细胞浸润相关,并且在免疫治疗和化疗敏感性方面存在差异。BCAS1 被鉴定为 CRC 中 ANO7|58341|AT 剪接事件的潜在调控因子。单细胞测序分析显示了 BCAS1 和 ANO7 在癌症干细胞中的分布。体外实验表明,BCAS1 的过表达和 ANO7 的沉默抑制了 CRC 细胞的增殖、迁移和侵袭。此外,BCAS1 通过调节 ANO7 选择性剪接抑制 CRC 的进展。
本研究为选择性剪接在结直肠癌中的作用提供了新的见解,特别是 BCAS1 对 ANO7|58341|AT 剪接事件的潜在调控作用。它还确定了选择性剪接对肿瘤微环境的影响和对免疫治疗的潜在意义,突出了其对 CRC 深入研究和治疗的相关性。