Suppr超能文献

五种关键 lncRNAs 被认为是预测胰腺导管腺癌的预后靶点。

Five key lncRNAs considered as prognostic targets for predicting pancreatic ductal adenocarcinoma.

机构信息

Department of Oral and Maxillofacial Surgery, Guizhou Provincial People's Hospital, Guizhou, China.

Department of Pathology, School of Basic Medicine, Central South University, Guizhou, China.

出版信息

J Cell Biochem. 2018 Jun;119(6):4559-4569. doi: 10.1002/jcb.26598. Epub 2018 Feb 27.

Abstract

Pancreatic ductal adenocarcinoma (PDAC) has a poor prognosis, and the 5-year survival rate was only 7.7%. To improve prognosis, a screening biomarker for early diagnosis of pancreatic cancer is in urgent need. Long non-coding RNA (lncRNA) expression profiles as potential cancer prognostic biomarkers play critical roles in development of tumorigenesis and metastasis of cancer. However, lncRNA signatures in predicting the survival of a patient with PDAC remain unknown. In the current study, we try to identify potential lncRNA biomarkers and their prognostic values in PDAC. LncRNAs expression profiles and corresponding clinical information for 182 cases with PDAC were acquired from The Cancer Genome Atlas (TCGA). A total of 14 470 lncRNA were identified in the cohort, and 175 PDAC patients had clinical variables. We obtained 108 differential expressed lncRNA via R packages. Univariate and multivariate Cox proportional hazards regression, lasso regression was performed to screen the potential prognostic lncRNA. Five lncRNAs have been recognized to significantly correlate with OS. We established a linear prognostic model of five lncRNA (C9orf139, MIR600HG, RP5-965G21.4, RP11-436K8.1, and CTC-327F10.4) and divided patients into high- and low-risk group according to the prognostic index. The five lncRNAs played independent prognostic biomarkers of OS of PDAC patients and the AUC of the ROC curve for the five lncRNAs signatures prediction 5-year survival was 0.742. In addition, targeted genes of MIR600HG, C9orf139, and CTC-327F10.4 were explored and functional enrichment was also conducted. These results suggested that this five-lncRNAs signature could act as potential prognostic biomarkers in the prediction of PDAC patient's survival.

摘要

胰腺导管腺癌(PDAC)预后较差,5 年生存率仅为 7.7%。为了改善预后,迫切需要一种用于胰腺癌早期诊断的筛查生物标志物。长链非编码 RNA(lncRNA)表达谱作为潜在的癌症预后生物标志物,在肿瘤发生和转移的发展中起着关键作用。然而,lncRNA 特征在预测 PDAC 患者的生存中仍然未知。在本研究中,我们试图确定 PDAC 患者潜在的 lncRNA 生物标志物及其预后价值。从癌症基因组图谱(TCGA)获得了 182 例 PDAC 患者的 lncRNA 表达谱和相应的临床信息。在该队列中鉴定出 14070 个 lncRNA,175 例 PDAC 患者具有临床变量。通过 R 包获得了 108 个差异表达的 lncRNA。通过单变量和多变量 Cox 比例风险回归、lasso 回归筛选潜在的预后 lncRNA。有 5 个 lncRNA 与 OS 显著相关。我们建立了一个由 5 个 lncRNA(C9orf139、MIR600HG、RP5-965G21.4、RP11-436K8.1 和 CTC-327F10.4)组成的线性预后模型,并根据预后指数将患者分为高风险组和低风险组。这 5 个 lncRNA 是 PDAC 患者 OS 的独立预后生物标志物,ROC 曲线的 AUC 预测 5 年生存率为 0.742。此外,还探索了 MIR600HG、C9orf139 和 CTC-327F10.4 的靶向基因,并进行了功能富集。这些结果表明,该 5-lncRNA 特征可作为预测 PDAC 患者生存的潜在预后生物标志物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/28b6/5947154/e5eb763a0e48/JCB-119-4559-g002.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验