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全面描绘头颈部鳞状细胞癌中的可变剪接全景,揭示与肿瘤发生和免疫微环境相关的新事件。

Comprehensive characterization of the alternative splicing landscape in head and neck squamous cell carcinoma reveals novel events associated with tumorigenesis and the immune microenvironment.

机构信息

State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine; Guangdong Key Laboratory of Nasopharyngeal Carcinoma Diagnosis and Therapy, Sun Yat-sen University Cancer Center, Guangzhou 510060, P.R. China.

School of Computer Science & Engineering, South China University of Technology, Guangzhou 510006, P.R. China.

出版信息

Theranostics. 2019 Oct 14;9(25):7648-7665. doi: 10.7150/thno.36585. eCollection 2019.

Abstract

Alternative splicing (AS) has emerged as a key event in tumor development and microenvironment formation. However, comprehensive analysis of AS and its clinical significance in head and neck squamous cell carcinoma (HNSC) is urgently required. Genome-wide profiling of AS events using RNA-Seq data from The Cancer Genome Atlas (TCGA) program was performed in a cohort of 464 patients with HNSC. Cancer-associated AS events (CASEs) were identified between paired HNSC and adjacent normal tissues and evaluated in functional enrichment analysis. Splicing networks and prognostic models were constructed using bioinformatics tools. Unsupervised clustering of the CASEs identified was conducted and associations with clinical, molecular and immune features were analyzed. We detected a total of 32,309 AS events and identified 473 CASEs in HNSC; among these, 91 were validated in an independent cohort (n = 15). Functional protein domains were frequently altered, especially by CASEs affecting cancer drivers, such as PCSK5. CASE parent genes were significantly enriched in pathways related to HNSC and the tumor immune microenvironment, such as the viral carcinogenesis (FDR < 0.001), Human Papillomavirus infection (FDR < 0.001), chemokine (FDR < 0.001) and T cell receptor (FDR < 0.001) signaling pathways. CASEs enriched in immune-related pathways were closely associated with immune cell infiltration and cytolytic activity. AS regulatory networks suggested a significant association between splicing factor (SF) expression and CASEs and might be regulated by SF methylation. Eighteen CASEs were identified as independent prognostic factors for overall and disease-free survival. Unsupervised clustering analysis revealed distinct correlations between AS-based clusters and prognosis, molecular characteristics and immune features. Immunogenic features and immune subgroups cooperatively depict the immune features of AS-based clusters. This comprehensive genome-wide analysis of the AS landscape in HNSC revealed novel AS events related to carcinogenesis and immune microenvironment, with implications for prognosis and therapeutic responses.

摘要

可变剪接(AS)已成为肿瘤发生和微环境形成的关键事件。然而,迫切需要对其在头颈部鳞状细胞癌(HNSC)中的全面分析。使用来自癌症基因组图谱(TCGA)计划的 RNA-Seq 数据对头颈部鳞状细胞癌患者的 464 例患者进行了全基因组 AS 事件的分析。在配对的头颈部鳞状细胞癌和相邻正常组织之间鉴定了癌症相关的 AS 事件(CASEs),并在功能富集分析中进行了评估。使用生物信息学工具构建了剪接网络和预后模型。对鉴定的 CASEs 进行了无监督聚类,并分析了与临床、分子和免疫特征的关联。

我们总共检测到 32309 个 AS 事件,并在 HNSC 中鉴定了 473 个 CASEs;其中 91 个在独立队列(n=15)中得到验证。功能蛋白结构域经常发生改变,特别是通过影响癌症驱动基因的 CASEs,例如 PCSK5。CASE 亲本基因在与 HNSC 和肿瘤免疫微环境相关的途径中显著富集,例如病毒致癌作用(FDR<0.001)、人乳头瘤病毒感染(FDR<0.001)、趋化因子(FDR<0.001)和 T 细胞受体(FDR<0.001)信号通路。富含免疫相关途径的 CASEs 与免疫细胞浸润和细胞溶解活性密切相关。AS 调控网络表明剪接因子(SF)表达与 CASEs 之间存在显著关联,并且可能受到 SF 甲基化的调控。18 个 CASEs 被鉴定为总生存和无病生存的独立预后因素。无监督聚类分析显示,基于 AS 的聚类与预后、分子特征和免疫特征之间存在明显相关性。免疫原性特征和免疫亚群共同描绘了基于 AS 的聚类的免疫特征。

这项对头颈部鳞状细胞癌 AS 图谱的全面全基因组分析揭示了与致癌作用和免疫微环境相关的新的 AS 事件,对预后和治疗反应具有重要意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c097/6831462/096eb80d2b35/thnov09p7648g001.jpg

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