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构建并验证与干细胞相关的 lncRNA 对标志物用于预测结直肠癌患者的预后。

Construction and validation of stemness-related lncRNA pair signature for predicting prognosis in colorectal cancer.

机构信息

Department of Colorectal Surgery, Fujian Medical University Union Hospital, Fuzhou, Fujian Province, China.

Key Laboratory of Ministry of Education for Gastrointestinal Cancer, Fujian Medical University, Fuzhou, Fujian Province, China.

出版信息

J Cancer Res Clin Oncol. 2023 Oct;149(13):11815-11828. doi: 10.1007/s00432-023-05047-9. Epub 2023 Jul 6.

Abstract

PURPOSE

The purpose of this study was to identify a prognostic signature based on stemness-related differentially expressed lncRNAs in colorectal cancer (CRC) and to investigate their potential as biomarkers for diagnosis, prognosis, and therapeutic targets.

METHODS

Stemness-related genes were collected from the TCGA cohort, and 13 differently expressed stemness-related lncRNAs were identified as prognostic factors for CRC using Kaplan-Meier analysis. A risk model was constructed based on the calculated risk score as a novel independent prognostic factor for CRC patients. The study also investigated the association between the risk model and immune checkpoints and m6A differentiation gene expression. qRT-PCR analysis was performed to validate the expression of differentially expressed stemness-related lncRNAs in CRC cell lines compared to normal colon mucosal cell line.

RESULTS

The low-risk lncRNAs were associated with higher survival in CRC patients (Kaplan-Meier analysis, P < 0.001). The risk model was a significant independent prognostic factor for CRC patients. Type I INF response was statistically significant between low- and high-risk groups. CD44, CD70, PVR, TNFSF4, BTNL2, CD40, these immune checkpoints were expressed differently between two risk groups. There was a significant difference between m6A differentiation gene expression such as METTL3, METTL14, WTAP, RBM15, ZC3H13, YTHDC2, YTHDF2, ALKBH5. qRT-PCR analysis validated that there were five up-regulated and eight down-regulated differently expressed stemness-related lncRNAs in CRC cell lines compared to the normal colon mucosal cell line.

CONCLUSION

This study suggests that the 13 CRC stemness-related lncRNA signature could become a promising and reliable prognostic factor for colorectal cancer. The risk model based on the calculated risk score may have implications for personalized medicine and targeted therapies for CRC patients. The study also suggests that immune checkpoints and m6A differentiation genes may play important roles in the development and progression of CRC.

摘要

目的

本研究旨在确定基于结直肠癌(CRC)中干细胞相关差异表达 lncRNA 的预后特征,并探讨其作为诊断、预后和治疗靶点的潜在价值。

方法

从 TCGA 队列中收集干细胞相关基因,并通过 Kaplan-Meier 分析确定 13 个差异表达的干细胞相关 lncRNA 作为 CRC 的预后因素。基于计算的风险评分构建风险模型,作为 CRC 患者的新型独立预后因素。该研究还探讨了风险模型与免疫检查点和 m6A 分化基因表达的关系。qRT-PCR 分析用于验证 CRC 细胞系与正常结肠黏膜细胞系中差异表达的干细胞相关 lncRNA 的表达。

结果

低风险 lncRNA 与 CRC 患者的高生存率相关(Kaplan-Meier 分析,P<0.001)。风险模型是 CRC 患者的显著独立预后因素。低风险和高风险组之间的 I 型 IFN 反应具有统计学意义。CD44、CD70、PVR、TNFSF4、BTNL2、CD40 这些免疫检查点在两个风险组之间表达不同。m6A 分化基因表达如 METTL3、METTL14、WTAP、RBM15、ZC3H13、YTHDC2、YTHDF2、ALKBH5 之间存在显著差异。qRT-PCR 分析验证了在 CRC 细胞系与正常结肠黏膜细胞系相比,有五个上调和八个下调的差异表达的干细胞相关 lncRNA。

结论

本研究表明,13 个 CRC 干细胞相关 lncRNA 特征可能成为结直肠癌有前途和可靠的预后因素。基于计算风险评分的风险模型可能对 CRC 患者的个性化医学和靶向治疗具有重要意义。该研究还表明,免疫检查点和 m6A 分化基因可能在 CRC 的发生和发展中发挥重要作用。

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