Department of General Surgery, The First Affiliated Hospital of Dalian Medical University, Dalian 116011, Liaoning, China.
College of Stomatology, Dalian Medical University, Dalian 116044, Liaoning, China.
Aging (Albany NY). 2021 Jul 20;13(14):18806-18826. doi: 10.18632/aging.203323.
Recent evidence suggests that aberrant expression of long non-coding RNA (lncRNA) can drive the initiation and progression of malignancies. However, little is known about the prognostic potential of lncRNA. We aimed at constructing a lncRNA-based signature to improve the prognosis prediction of pancreatic adenocarcinoma (PAAD). The PAAD samples with clinical information were obtained from The Cancer Genome Atlas and International Cancer Genome Consortium. We established an eight-IRlncRNA signature in a training cohort. The prognostic value of eight-IRlncRNA signature was validated in two distinct cohorts when compared to other four prognostic models. We continued to analyze its independence in subgroups by univariate and multivariate Cox regression. We constructed a nomogram for clinicopathologic features and 1-, 3-, and 5-year overall survival performance. Moreover, Gene set enrichment analysis and Gene Set Variation Analysis distinguished the typical functions between high- and low-risk groups. In addition, we further observed the different correlations of immune cell between eight IRlncRNAs. Eight-IRlncRNA signature appears to be a good performer to predict the survival capability of PAAD patients, and the nomogram will enable PAAD patients to be more accurately managed in clinical practice.
最近的证据表明,长链非编码 RNA(lncRNA)的异常表达可以驱动恶性肿瘤的发生和发展。然而,lncRNA 的预后潜力知之甚少。我们旨在构建基于 lncRNA 的特征,以改善胰腺导管腺癌(PAAD)的预后预测。从癌症基因组图谱和国际癌症基因组联盟获得了具有临床信息的 PAAD 样本。我们在训练队列中建立了一个由八个 IRlncRNA 组成的特征。与其他四个预后模型相比,在两个不同的队列中验证了八个 IRlncRNA 特征的预后价值。我们继续通过单变量和多变量 Cox 回归分析在亚组中分析其独立性。我们为临床病理特征和 1、3 和 5 年总生存率构建了一个列线图。此外,基因集富集分析和基因集变异分析区分了高风险组和低风险组之间的典型功能。此外,我们还进一步观察了八个 IRlncRNA 之间免疫细胞的不同相关性。八个 IRlncRNA 特征似乎是预测 PAAD 患者生存能力的良好指标,列线图将使 PAAD 患者在临床实践中得到更准确的管理。