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胰腺导管腺癌中驱动蛋白超家族蛋白的新型分子治疗靶点及其潜在预后生物标志物的鉴定

Identification of Novel Molecular Therapeutic Targets and Their Potential Prognostic Biomarkers Among Kinesin Superfamily of Proteins in Pancreatic Ductal Adenocarcinoma.

作者信息

Yang Yang, Gao Lanyang, Weng Ning-Na, Li Jun-Jun, Liu Jin Lu, Zhou Ying, Liao Rong, Xiong Qun-Li, Xu Yong-Feng, Varela-Ramirez Armando, Zhu Qing

机构信息

Department of Abdominal Oncology, West China Hospital of Sichuan University, Chengdu, China.

Sichuan Provincial Center for Gynaecology and Breast Disease, The Affiliated Hospital of Southwest Medical University, Southwest Medical University, Luzhou, China.

出版信息

Front Oncol. 2021 Sep 7;11:708900. doi: 10.3389/fonc.2021.708900. eCollection 2021.

Abstract

BACKGROUND

Kinesin superfamily of proteins (KIFs) has been broadly reported to play an indispensable role in the biological process. Recently, emerging evidence reveals its oncogenic role in various cancers. However, the prognostic, oncological, and immunological values of KIFs have not been comprehensively explored in pancreatic ductal adenocarcinoma (PDAC) patients. We aimed to illustrate the relationship between KIFs and pancreatic ductal adenocarcinoma by using bioinformatical analysis.

METHODS

We use GEPIA, Oncomine datasets, cBioPortal, LOGpc, TIMER, and STRING bioinformatics tools and web servers to investigate the aberrant expression, prognostic values, and oncogenic role of KIFs. The two-gene prognostic model and the correlation between KIFs and KRAS and TP53 mutation were performed using an R-based computational framework.

RESULTS

Our results demonstrated that KIFC1/2C/4A/11/14/15/18A/18B/20B/23 (we name it prognosis-related KIFs) were upregulated and associated with unfavorable clinical outcome in pancreatic cancer patients. KIF21B overexpression is associated with better clinical outcome. The KIFC1/2C/4A/11/14/15/18A/18B/20B/23 profiles were significantly increased compared to grade 1 and grade 2/3. Besides, KIFC1/2C/4A/11/14/15/18A/18B/20B/23 was significantly associated with the mutation status of KRAS and TP53.Notably, most prognosis-related KIFs have strong correlations with tumor growth and myeloid-derived suppressor cells infiltration (MDSCs). A prognostic signature based on KIF20B and KIF21B showed a reliable predictive performance. Receiver operating characteristic (ROC) curve was employed to assess the predictive power of two-gene signature. Consequently, the gene set enrichment analysis (GSEA) showed that KIF20B and KIF21B's overexpression was associated with the immunological and oncogenic pathway activation in pancreatic cancer. Finally, real-time quantitative PCR (RT-qPCR) was utilized to investigate the expression pattern of KIF20B and KIF21B in pancreatic cancer cell lines and normal pancreatic cell.

CONCLUSIONS

Knowledge of the expression level of the KIFs may provide novel therapeutic molecular targets and potential prognostic biomarkers to pancreatic cancer patients.

摘要

背景

广泛报道驱动蛋白超家族蛋白(KIFs)在生物过程中发挥不可或缺的作用。最近,新出现的证据揭示了其在各种癌症中的致癌作用。然而,KIFs在胰腺导管腺癌(PDAC)患者中的预后、肿瘤学和免疫学价值尚未得到全面探索。我们旨在通过生物信息学分析阐明KIFs与胰腺导管腺癌之间的关系。

方法

我们使用GEPIA、Oncomine数据集、cBioPortal、LOGpc、TIMER和STRING生物信息学工具及网络服务器来研究KIFs的异常表达、预后价值和致癌作用。使用基于R的计算框架建立双基因预后模型,并分析KIFs与KRAS和TP53突变之间的相关性。

结果

我们的结果表明,KIFC1/2C/4A/11/14/15/18A/18B/20B/23(我们将其命名为预后相关KIFs)在胰腺癌患者中上调,并与不良临床结局相关。KIF21B过表达与较好的临床结局相关。与1级和2/3级相比,KIFC1/2C/4A/11/14/15/18A/18B/20B/23的表达水平显著升高。此外,KIFC1/2C/4A/11/14/15/18A/18B/20B/23与KRAS和TP53的突变状态显著相关。值得注意的是,大多数预后相关KIFs与肿瘤生长和髓源性抑制细胞浸润(MDSCs)密切相关。基于KIF20B和KIF21B的预后特征显示出可靠的预测性能。采用受试者工作特征(ROC)曲线评估双基因特征的预测能力。因此,基因集富集分析(GSEA)表明,KIF20B和KIF21B的过表达与胰腺癌的免疫和致癌途径激活相关。最后,利用实时定量PCR(RT-qPCR)研究KIF20B和KIF21B在胰腺癌细胞系和正常胰腺细胞中的表达模式。

结论

了解KIFs的表达水平可能为胰腺癌患者提供新的治疗分子靶点和潜在的预后生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5d82/8454465/94f5125c7630/fonc-11-708900-g001.jpg

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