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多组学分析评估胰腺高分化神经内分泌肿瘤与导管腺癌的差异。

Differences between Well-Differentiated Neuroendocrine Tumors and Ductal Adenocarcinomas of the Pancreas Assessed by Multi-Omics Profiling.

机构信息

Department of Gastroenterology, Pomeranian Medical University in Szczecin, 70-204 Szczecin, Poland.

Department of Genetics, Maria Sklodowska-Curie National Research Institute of Oncology, 02-781 Warsaw, Poland.

出版信息

Int J Mol Sci. 2020 Jun 23;21(12):4470. doi: 10.3390/ijms21124470.

DOI:10.3390/ijms21124470
PMID:32586046
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7352720/
Abstract

Most pancreatic neuroendocrine tumors (PNETs) are indolent, while pancreatic ductal adenocarcinomas (PDACs) are particularly aggressive. To elucidate the basis for this difference and to establish the biomarkers, by using the deep sequencing, we analyzed somatic variants across coding regions of 409 cancer genes and measured mRNA/miRNA expression in nine PNETs, eight PDACs, and four intestinal neuroendocrine tumors (INETs). There were 153 unique somatic variants considered pathogenic or likely pathogenic, found in 50, 57, and 24 genes in PDACs, PNETs, and INETs, respectively. Ten and 11 genes contained a pathogenic mutation in at least one sample of all tumor types and in PDACs and PNETs, respectively, while 28, 34, and 11 genes were found to be mutated exclusively in PDACs, PNETs, and INETs, respectively. The mRNA and miRNA transcriptomes of PDACs and NETs were distinct: from 54 to 1659 differentially expressed mRNAs and from 117 to 250 differentially expressed miRNAs exhibited high discrimination ability and resulted in models with an area under the receiver operating characteristics curve (AUC-ROC) >0.9 for both miRNA and mRNA. Given the miRNAs high stability, we proposed exploring that class of RNA as new pancreatic tumor biomarkers.

摘要

大多数胰腺神经内分泌肿瘤(PNETs)是惰性的,而胰腺导管腺癌(PDACs)则特别具有侵袭性。为了阐明这种差异的基础,并建立生物标志物,我们使用深度测序分析了 409 个癌症基因编码区的体细胞变异,并测量了 9 个 PNETs、8 个 PDACs 和 4 个肠神经内分泌肿瘤(INETs)中的 mRNA/miRNA 表达。在 PDACs、PNETs 和 INETs 中,分别发现了 50、57 和 24 个基因中存在 153 个独特的被认为是致病性或可能致病性的体细胞变异。在所有肿瘤类型中,至少有一个样本中存在 10 个和 11 个基因的致病性突变,在 PDACs 和 PNETs 中分别存在一个致病性突变,而在 PDACs、PNETs 和 INETs 中分别存在 28、34 和 11 个基因发生突变。PDACs 和 NETs 的 mRNA 和 miRNA 转录组是不同的:从 54 到 1659 个差异表达的 mRNAs 和从 117 到 250 个差异表达的 miRNAs 表现出高的区分能力,并导致 miRNA 和 mRNA 的受试者工作特征曲线(AUC-ROC)下面积均大于 0.9。鉴于 miRNA 的高稳定性,我们提出探索这类 RNA 作为新的胰腺肿瘤生物标志物。

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