Predictive value of m5C regulatory gene expression in pancreatic adenocarcinoma

被引:13
|
作者
Yu, Xiao [1 ,2 ,3 ,4 ]
Zhang, Qiyao [1 ,2 ,3 ,4 ]
Gao, Fang [5 ]
Zhang, Menggang [1 ,2 ,3 ,4 ]
Zheng, Qingyuan [1 ,2 ,3 ,4 ]
He, Yuting [1 ,2 ,3 ,4 ]
Guo, Wenzhi [1 ,2 ,3 ,4 ]
机构
[1] Zhengzhou Univ, Dept Hepatobiliary & Pancreat Surg, Affiliated Hosp 1, Zhengzhou 450052, Henan, Peoples R China
[2] Zhengzhou Univ, Key Lab Hepatobiliary & Pancreat Surg & Digest Or, Affiliated Hosp 1, Zhengzhou 450052, Henan, Peoples R China
[3] Henan Univ, Open & Key Lab Hepatobiliary & Pancreat Surg & Di, Zhengzhou 450052, Peoples R China
[4] Henan Key Lab Digest Organ Transplantat, Zhengzhou 450052, Peoples R China
[5] Binzhou Peoples Hosp, Hlth Management Ctr, Binzhou 256600, Peoples R China
关键词
5-METHYLCYTOSINE CONTENT; TUMOR PROGRESSION; CANCER-MORTALITY; RNA; MUTATIONS; DNA;
D O I
10.1038/s41598-021-96470-w
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Pancreatic adenocarcinoma (PAAD) is the most malignant digestive tumor. The global incidence of pancreatic cancer has been rapidly trending upwards, necessitating an exploration of potential prognostic biomarkers and mechanisms of disease development. One of the most prevalent RNA modifications is 5-methylcytosine (m5C); however, its contribution to PAAD remains unclear. Data from The Cancer Genome Atlas (TCGA) database, including genes, copy number variations (CNVs), and simple nucleotide variations (SNVs), were obtained in the present study to identify gene signatures and prognostic values for m5C regulators in PAAD. Regulatory gene m5C changes were significantly correlated with TP53, BRCA1, CDKN2A, and ATM genes, which play important roles in PAAD pathogenesis. In particular, there was a significant relationship between m5C regulatory gene CNVs, especially in genes encoding epigenetic "writers". According to m5C-regulated gene expression in clinically graded cases, one m5C-regulated genes, DNMT3A, showed both a strong effect on CNVs and a significant correlation between expression level and clinical grade (P < 0.05). Furthermore, low DNMT3A expression was not only associated with poor PAAD patient prognosis but also with the ribosomal processing. The relationship between low DNMT3A expression and poor prognosis was confirmed in an International Cancer Genome Consortium (ICGC) validation dataset.
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页数:9
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