Yao Yunjin, Ding Yongfeng, Bai Yuntong, Zhou Quan, Lee Hyun, Li Xiawei, Teng Lisong
Department of Surgical Oncology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.
Department of Medical Oncology, The First Affiliated Hospital, College of Medicine, Zhejiang University, Hangzhou, China.
Front Genet. 2021 Feb 1;11:591515. doi: 10.3389/fgene.2020.591515. eCollection 2020.
Gastric cancer (GC) is one of the leading causes of cancer-associated deaths worldwide. Due to the lack of typical symptoms and effective biomarkers for non-invasive screening, most patients develop advanced-stage GC by the time of diagnosis. Circulating microRNA (miRNA)-based panels have been reported as a promising tool for the screening of certain types of cancers. In this study, we performed differential expression analysis of miRNA profiles of plasma samples obtained from gastric cancer and non-cancer patients using two independent Gene Expression Omnibus (GEO) datasets: GSE113486 and GSE124158. We identified three miRNAs, hsa-miR-320a, hsa-miR-1260b, and hsa-miR-6515-5p, to distinguish gastric cancer cases from non-cancer controls. The three miRNAs showed an area under the curve (AUC) over 0.95 with high specificity (>93.0%) and sensitivity (>85.0%) in both the discovery datasets. In addition, we further validated these three miRNAs in two external datasets: GSE106817 [sensitivity: hsa-miR-320a (99.1%), hsa-miR-1260b (97.4%), and hsa-miR-6515-5p (92.2%); specificity: hsa-miR-320a (88.8%), hsa-miR-1260b (89.6%), and hsa-miR-6515-5p (88.7%); and AUC: hsa-miR-320a (96.3%), hsa-miR-1260b (97.4%), and hsa-miR-6515-5p (94.6%)] and GSE112264 [sensitivity: hsa-miR-320a (100.0%), hsa-miR-1260b (98.0%), and hsa-miR-6515.5p (98.0%); specificity: hsa-miR-320a (100.0%), hsa-miR-1260b (100.0%), and hsa-miR-6515.5p (92.7%); and AUC: hsa-miR-320a (1.000), hsa-miR-1260b (1.000), and hsa-miR-6515-5p (0.988)]. On the basis of these findings, the three miRNAs can be used as potential biomarkers for gastric cancer screening, which can provide patients with a higher chance of curative resection and longer survival.
胃癌(GC)是全球癌症相关死亡的主要原因之一。由于缺乏典型症状和用于无创筛查的有效生物标志物,大多数患者在确诊时已发展为晚期胃癌。基于循环微RNA(miRNA)的检测已被报道为一种有前景的某些类型癌症筛查工具。在本研究中,我们使用两个独立的基因表达综合数据库(GEO)数据集:GSE113486和GSE124158,对从胃癌患者和非癌症患者获得的血浆样本的miRNA谱进行差异表达分析。我们鉴定出三种miRNA,即hsa-miR-320a、hsa-miR-1260b和hsa-miR-6515-5p,以区分胃癌病例与非癌症对照。在两个发现数据集中,这三种miRNA的曲线下面积(AUC)均超过0.95,具有高特异性(>93.0%)和敏感性(>85.0%)。此外,我们在另外两个外部数据集:GSE106817 [敏感性:hsa-miR-320a(99.1%)、hsa-miR-1260b(97.4%)和hsa-miR-6515-5p(92.2%);特异性:hsa-miR-320a(88.8%)、hsa-miR-1260b(89.6%)和hsa-miR-6515-5p(88.7%);AUC:hsa-miR-320a(96.3%)、hsa-miR-1260b(97.4%)和hsa-miR-6515-5p(94.6%)]和GSE112264 [敏感性:hsa-miR-320a(100.0%)、hsa-miR-1260b(98.0%)和hsa-miR-6515.5p(98.0%);特异性:hsa-miR-320a(100.0%)、hsa-miR-1260b(100.0%)和hsa-miR-6515.5p(92.7%);AUC:hsa-miR-320a(1.000)、hsa-miR-1260b(1.000)和hsa-miR-6515-5p(0.988)]中进一步验证了这三种miRNA。基于这些发现,这三种miRNA可作为胃癌筛查的潜在生物标志物,可为患者提供更高的根治性切除机会和更长的生存期。