Yu Yang, Feng Xiao, Cang Shundong
Department of Oncology, Henan Province People's Hospital, Henan University, Zhengzhou, Henan, China.
Cancer Manag Res. 2018 Jun 13;10:1507-1515. doi: 10.2147/CMAR.S158712. eCollection 2018.
Some cancer-specific miRNAs are dysregulated in pancreatic adenocarcinoma (PAAD) and involved in cell autophagy, differentiation, proliferation, migration, invasion, and malignant transformation. The aim of our study was to determine a panel of new diagnostic and prognostic biomarkers for PAAD.
We conducted a comprehensive analysis of global miRNA-expression profiles and corresponding prognosis information of 168 PAAD patients from the Cancer Genome Atlas data set. A total of 16 differentially expressed miRNAs were identified as aberrantly expressed in PAAD, and six of these were evaluated for use as diagnostic markers for PAAD. Next, we confirmed a two-miRNA signature significantly associated with PAAD patient diagnosis and outcome prediction.
The panel of two miRNAs showed outstanding diagnostic performance, with sensitivity of 100% and specificity of 87.5%. Finally, we divided the PAAD patients into high-risk and low-risk groups based on the expression profile of the two miRNAs. Kaplan-Meier analysis demonstrated that patients in the high-risk group had significantly worse prognosis than patients in the low-risk group. Univariate and multivariate Cox regression analysis showed that the two-miRNA signature was an independent prognostic factor for the overall survival of PAAD patients.
Taken together, the two-miRNA signature may serve as an accurate and sensitive biomarker for diagnosis and PAAD-outcome prediction, facilitating the diagnosis and potentially improving treatment outcome of PAAD.
一些癌症特异性微小RNA(miRNA)在胰腺腺癌(PAAD)中表达失调,并参与细胞自噬、分化、增殖、迁移、侵袭及恶性转化。本研究旨在确定一组用于PAAD的新型诊断和预后生物标志物。
我们对来自癌症基因组图谱数据集的168例PAAD患者的整体miRNA表达谱及相应的预后信息进行了综合分析。共鉴定出16种差异表达的miRNA在PAAD中异常表达,其中6种被评估用作PAAD的诊断标志物。接下来,我们确认了一个与PAAD患者诊断和预后预测显著相关的双miRNA特征。
这两种miRNA组成的标志物组显示出出色的诊断性能,敏感性为100%,特异性为87.5%。最后,我们根据这两种miRNA的表达谱将PAAD患者分为高风险组和低风险组。Kaplan-Meier分析表明,高风险组患者的预后明显比低风险组患者差。单因素和多因素Cox回归分析显示,双miRNA特征是PAAD患者总生存的独立预后因素。
综上所述,双miRNA特征可作为PAAD诊断和预后预测的准确且敏感的生物标志物,有助于PAAD的诊断并可能改善其治疗结果。