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通过代谢组学和转录组学联合分析鉴定胰腺癌中的 ENTPD8 和胞苷。

Identification of ENTPD8 and cytidine in pancreatic cancer by metabolomic and transcriptomic conjoint analysis.

机构信息

Department of Hepato-Pancreato-Biliary Surgery, Third Affiliated Hospital of Soochow University, Changzhou, Jiangsu, China.

出版信息

Cancer Sci. 2018 Sep;109(9):2811-2821. doi: 10.1111/cas.13733. Epub 2018 Sep 3.

Abstract

To identify metabolic pathways that were perturbed in pancreatic cancer (PC), we investigated gene-metabolite networks by integration of metabolomic and transcriptomic. In this research, we undertook the metabolomic study of 43 paired human PC samples, aiming to identify key metabolic alterations in PC. We also carried out in vitro experiments to validate that the key metabolite cytidine and its related gene ENTPD8 played an important role in PC cell proliferation. We screened out 13 metabolites differentially expressed in PC tissue (PCT) by liquid chromatography/mass spectrometry analysis on 34 metabolites, and the partial least square discrimination analysis results revealed that 9 metabolites among them were remarkably altered in PCT compared to adjacent noncancerous tissue (variable importance in projection >1, P < .05). Among the 9 metabolites, 7 might be potential biomarkers. The most significantly enriched metabolic pathway was pyrimidine metabolism. We analyzed 351 differentially expressed genes from The Cancer Genome Atlas and intersected them with Kyoto Encyclopedia of Genes and Genomes metabolic pathways. We found that ENTPD8 had a gene-metabolite association with cytidine in the CTP dephosphorylation pathway. We verified by in vitro experiments that the CTP dephosphorylation pathway was changed in PCT compared with adjacent noncancerous tissue. ENTPD8 was downregulated in PCT, causing a reduction in cytidine formation and hence weakened CTP dephosphorylation in pyrimidine metabolism.

摘要

为了鉴定胰腺癌(PC)中被扰乱的代谢途径,我们通过整合代谢组学和转录组学来研究基因-代谢物网络。在这项研究中,我们对 43 对人 PC 样本进行了代谢组学研究,旨在鉴定 PC 中的关键代谢改变。我们还进行了体外实验,以验证关键代谢物胞苷及其相关基因 ENTPD8 在 PC 细胞增殖中发挥重要作用。我们通过对 34 种代谢物的液相色谱/质谱分析,筛选出 13 种在 PC 组织(PCT)中差异表达的代谢物,偏最小二乘判别分析结果表明,与相邻非癌组织相比,其中 9 种代谢物在 PCT 中明显改变(投影变量重要性>1,P<.05)。在这 9 种代谢物中,有 7 种可能是潜在的生物标志物。最显著富集的代谢途径是嘧啶代谢。我们分析了来自癌症基因组图谱的 351 个差异表达基因,并与京都基因与基因组百科全书代谢途径进行了交叉分析。我们发现,ENTPD8 与胞苷在 CTP 去磷酸化途径中有基因-代谢物的关联。我们通过体外实验验证了与相邻非癌组织相比,PCT 中 CTP 去磷酸化途径发生了变化。ENTPD8 在 PCT 中下调,导致胞苷的形成减少,从而削弱了嘧啶代谢中的 CTP 去磷酸化。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/79bd/6125470/dcd5e98fdce1/CAS-109-2811-g001.jpg

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