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

被引:16
作者
An, Yong [1 ]
Cai, Huihua [1 ]
Yang, Yong [1 ]
Zhang, Yue [1 ]
Liu, Shengyong [1 ]
Wu, Xinquan [1 ]
Duan, Yunfei [1 ]
Sun, Donglin [1 ]
Chen, Xuemin [1 ]
机构
[1] Soochow Univ, Affiliated Hosp 3, Dept Hepatopancreatobiliary Surg, Changzhou, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
metabolic pathway; metabolite; metabolomic; pancreatic cancer; transcriptomic; BIOMARKERS; BLOOD; RISK;
D O I
10.1111/cas.13733
中图分类号
R73 [肿瘤学];
学科分类号
100214 [肿瘤学];
摘要
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 invitro 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 invitro 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.
引用
收藏
页码:2811 / 2821
页数:11
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