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通过共表达网络分析鉴定导管内胰腺黏液性肿瘤发生中的关键 lncRNAs。

Identification of key lncRNAs in the tumorigenesis of intraductal pancreatic mucinous neoplasm by coexpression network analysis.

机构信息

Department of Hepatobiliary Surgery, The Central Hospital of Enshi Autonomous Prefecture, Enshi, China.

出版信息

Cancer Med. 2020 Jun;9(11):3840-3851. doi: 10.1002/cam4.2927. Epub 2020 Apr 2.

Abstract

Intraductal papillary mucinous neoplasm (IPMN) is an intraepithelial precancerous lesion of pancreatic ductal adenocarcinoma (PDAC) that progresses from adenoma to carcinoma, and long noncoding RNAs (lncRNA) might be involved in the tumorigenesis. In this study, we obtained the expression profiles of more than 4000 lncRNAs by probe reannotation of a microarray dataset. As a correlation network-based systems biology method, weighted gene coexpression network analysis (WGCNA) was used to find clusters of highly correlated lncRNAs in the tumorigenesis of IPMN, which covered four stepwise stages from normal main pancreatic duct to invasive IPMN. In the most relevant module (R  = -0.75 and P = 5E-05), three hub lncRNAs were identified (HAND2-AS1, CTD-2033D15.2, and lncRNA-TFG). HAND2-AS1 and CTD-2033D15.2 were negatively correlated with the tumorigenesis (P in one-way ANOVA test = 1.45E-07 and 1.39E-0.5), while lncRNA-TFG were positively correlated with the tumorigenesis (P = 3.99E-08). The validation set reached consistent results (P = 2.66E-03 in HAND2-AS1, 1.47E-04 in CTD-2033D15.2 and 6.23E-08 in lncRNA-TFG). In functional enrichment analysis, the target genes of microRNAs targeting also these lncRNAs were overlapped in multiple biological processes, pathways and malignant diseases including pancreatic cancer. In survival analysis, patients with higher expression of HAND2-AS1-targeted and CTD-2033D15.2-targeted microRNAs showed a significantly poorer prognosis in PDAC, while high expression of lncRNA-TFG-targeted microRNAs demonstrated an obviously better prognosis (log-rank P < .05). In conclusion, by coexpression network analysis of the lncRNA profiles, three key lncRNAs were identified in association with the tumorigenesis of IPMN, and those lncRNAs might act as early diagnostic biomarkers or therapeutic targets in pancreatic cancer.

摘要

管状内乳头状黏液性肿瘤 (IPMN) 是胰腺导管腺癌 (PDAC) 的上皮内癌前病变,从腺瘤进展为癌,长链非编码 RNA (lncRNA) 可能参与肿瘤发生。在这项研究中,我们通过对微阵列数据集的探针重新注释获得了超过 4000 个 lncRNA 的表达谱。作为一种基于关联网络的系统生物学方法,加权基因共表达网络分析 (WGCNA) 用于发现 IPMN 肿瘤发生中高度相关的 lncRNA 聚类,这些聚类涵盖了从正常主胰管到侵袭性 IPMN 的四个逐步阶段。在最相关的模块(R = -0.75,P = 5E-05)中,鉴定出三个关键 lncRNA(HAND2-AS1、CTD-2033D15.2 和 lncRNA-TFG)。HAND2-AS1 和 CTD-2033D15.2 与肿瘤发生呈负相关(单向方差检验 P = 1.45E-07 和 1.39E-0.5),而 lncRNA-TFG 与肿瘤发生呈正相关(P = 3.99E-08)。验证集得到了一致的结果(HAND2-AS1 为 P = 2.66E-03,CTD-2033D15.2 为 P = 1.47E-04,lncRNA-TFG 为 P = 6.23E-08)。在功能富集分析中,靶向这些 lncRNA 的 microRNA 的靶基因在多个生物学过程、途径和恶性疾病(包括胰腺癌)中重叠。在生存分析中,HAND2-AS1 靶向和 CTD-2033D15.2 靶向 microRNA 表达较高的患者在 PDAC 中预后明显较差,而 lncRNA-TFG 靶向 microRNA 表达较高的患者预后明显较好(对数秩检验 P <.05)。总之,通过 lncRNA 谱的共表达网络分析,鉴定出与 IPMN 肿瘤发生相关的三个关键 lncRNA,这些 lncRNA 可能作为胰腺癌的早期诊断生物标志物或治疗靶点。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f55c/7286472/6d54a3d65183/CAM4-9-3840-g001.jpg

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