Suppr超能文献

COL3A1:基于免疫微环境可变剪接的头颈部癌症潜在预后预测因子。

COL3A1: Potential prognostic predictor for head and neck cancer based on immune-microenvironment alternative splicing.

机构信息

Vascular Anomaly Center, Department of Interventional Therapy, Shanghai Ninth People's Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.

Shanghai Key Laboratory of Stomatology & Shanghai Research Institute of Stomatology, National Clinical Research Centre for Oral Diseases, Shanghai, China.

出版信息

Cancer Med. 2023 Feb;12(4):4882-4894. doi: 10.1002/cam4.5170. Epub 2022 Aug 29.

Abstract

We aimed to identify a novel prognostic biomarker for head and neck squamous cell carcinoma (HNSCC) based on tumor immunology-related alternative splicing (AS). Data for 502 HNSCC and 44 normal samples were obtained from the TCGA database and used to establish an AS-related risk model through univariate, least absolute shrinkage, and selection operator Cox regression analyses. Fresh HNSCC and normal oral tissues were surgically obtained from 44 HNSCC patients. Western blotting and quantitative reverse transcription-PCR were used to assess gene expression levels. Kaplan-Meier was performed to evaluate patients' overall survival (OS) rate. The CIBERSORT algorithm, single-sample gene set enrichment analysis, and immune checkpoint analyses were performed to compare immune activities between subgroups. The risk model was established using 10 pivotal AS events first. Collagen Type III Alpha 1 Chain (COL3A1) were screened based on |log2FC| ≥ 1 and FDR < 0.05 criteria. COL3A1 expression levels in HNSCC tissues were elevated relative to normal tissues (p < 0.001). Moreover, COL3A1 was a reliable biomarker for HNSCC patients' prognostic prediction in both cohorts (p < 0.001, p = 0.0085, respectively). COL3A1 protein (p = 0.0054) and mRNA (p < 0.0001) levels were correlated with HNSCC differentiation. Furthermore, the T stage was correlated with COL3A1 expression (p = 0.043), and COL3A1 expression was an independent prognostic predictor for HNSCC patients (p = 0.006). Compared with the risk model, COL3A1 was better at evaluating immune cell infiltrations, immune activities, and immune checkpoint gene expressions of HNSCC lesions.

摘要

我们旨在基于肿瘤免疫学相关的可变剪接(AS)来鉴定头颈部鳞状细胞癌(HNSCC)的新型预后生物标志物。从 TCGA 数据库中获得了 502 例 HNSCC 和 44 例正常样本的数据,并通过单变量、最小绝对值收缩和选择算子 Cox 回归分析建立了一个 AS 相关的风险模型。从 44 例 HNSCC 患者中手术获得新鲜的 HNSCC 和正常口腔组织。使用 Western blot 和定量逆转录-PCR 来评估基因表达水平。通过 Kaplan-Meier 评估患者的总生存(OS)率。使用 CIBERSORT 算法、单样本基因集富集分析和免疫检查点分析来比较亚组之间的免疫活性。首先使用 10 个关键的 AS 事件建立风险模型。根据 |log2FC| ≥ 1 和 FDR < 0.05 的标准筛选胶原蛋白 III 型 α 1 链(COL3A1)。HNSCC 组织中的 COL3A1 表达水平相对于正常组织升高(p < 0.001)。此外,COL3A1 在两个队列中都是 HNSCC 患者预后预测的可靠生物标志物(p < 0.001,p=0.0085)。COL3A1 蛋白(p=0.0054)和 mRNA(p < 0.0001)水平与 HNSCC 分化相关。此外,T 分期与 COL3A1 表达相关(p=0.043),COL3A1 表达是 HNSCC 患者的独立预后预测因子(p=0.006)。与风险模型相比,COL3A1 更能评估 HNSCC 病变的免疫细胞浸润、免疫活性和免疫检查点基因表达。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b79/9972170/709acdcb84f4/CAM4-12-4882-g005.jpg

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验