Potential Prognostic and Diagnostic Values of CDC6, CDC45, ORC6 and SNHG7 in Colorectal Cancer

被引:61
作者
Hu, Yang [1 ,2 ,3 ,4 ]
Wang, Liping [5 ]
Li, Zhixing [1 ,2 ,3 ,4 ]
Wan, Zirui [6 ]
Shao, Mingjie [4 ,7 ]
Wu, Shaobin [4 ,7 ]
Wang, Guo [1 ,2 ,3 ,4 ]
机构
[1] Cent South Univ, Xiangya Hosp, Dept Clin Pharmacol, Changsha 410008, Hunan, Peoples R China
[2] Cent South Univ, Inst Clin Pharmacol, Hunan Key Lab Pharmacogenet, Changsha 410078, Hunan, Peoples R China
[3] Minist Educ, Engn Res Ctr Appl Technol Pharmacogen, Changsha 410078, Hunan, Peoples R China
[4] Cent South Univ, Xiangya Hosp, Natl Clin Res Ctr Geriatr Disorders, Changsha 410008, Hunan, Peoples R China
[5] First Peoples Hosp Chenzhou, Dept Clin Oncol, Chenzhou 432000, Hunan, Peoples R China
[6] Capital Med Univ, Beijing Chao Yang Hosp, Dept Pharm, Beijing 100020, Peoples R China
[7] Cent South Univ, Xiangya Hosp, Dept Gastrointestinal Surg, Changsha 410008, Hunan, Peoples R China
基金
中国国家自然科学基金;
关键词
colorectal cancer; CRC; CDC6; CDC45; ORC6; SNHG7; prognostic; diagnostic; HIGH EXPRESSION; PROLIFERATION; PROMOTES; CELLS; PROGRESSION; STATISTICS; RESOURCES; APOPTOSIS; GENES; RISK;
D O I
10.2147/OTT.S231941
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: Colorectal cancer (CRC) is a common human malignancy. The aims of this study are to investigate the gene expression profile of CRC and to explore potential strategy for CRC diagnosis, therapy and prognosis. Methods: We use affy and Limma package of Bioconductor R to do differential expression genes (DEGs) and differential expression lncRNAs (DELs) analysis from the gene datasets (GSE8671, GSE21510, GSE32323, GSE39582 and TCGA) respectively. Then, DEGs were analyzed by GO and KEGG pathway and Kaplan-Meier survival curve and Cox regression analyses were used to find aberrantly expressed genes associated with survival outcome of CRC patients. Real-time PCR assay was used to verify the aberrantly expressed genes expression in CRC samples. Results: 306 up-regulation and 213 down-regulation common DEGs were found. A total of 485 DELs were identified, of which 241 up-regulated and 244 down-regulated. Then, GO and KEGG pathway analyses showed that DEGs were involved in cell cycle, mineral absorption, DNA replication, and Nitrogen metabolism. Among them, Kaplan-Meier survival curve and Cox regression analyses revealed that CDC6, CDC45, ORC6 and SNHG7 levels were significantly associated with survival outcome of CRC patients. Finally, real-time PCR assay was used to verify that the CDC6, CDC45, ORC6 and SNHG7 expression were upregulated in 198 CRC samples compared with the expression levels in individual-matched adjacent mucosa samples. Conclusion: CDC6, CDC45, ORC6 and SNHG7 are implicated in CRC initiation and progression and could be explored as potential diagnosis, therapy and prognosis targets for CRC.
引用
收藏
页码:11609 / 11621
页数:13
相关论文
共 49 条
[11]   DAVID Bioinformatics Resources: expanded annotation database and novel algorithms to better extract biology from large gene lists [J].
Huang, Da Wei ;
Sherman, Brad T. ;
Tan, Qina ;
Kir, Joseph ;
Liu, David ;
Bryant, David ;
Guo, Yongjian ;
Stephens, Robert ;
Baseler, Michael W. ;
Lane, H. Clifford ;
Lempicki, Richard A. .
NUCLEIC ACIDS RESEARCH, 2007, 35 :W169-W175
[12]   Analysis of functional hub genes identifies CDC45 as an oncogene in non-small cell lung cancer - a short report [J].
Huang, Jianbing ;
Li, Yuan ;
Lu, Zhiliang ;
Che, Yun ;
Sun, Shouguo ;
Mao, Shuangshuang ;
Lei, Yuanyuan ;
Zang, Ruochuan ;
Li, Ning ;
Zheng, Sufei ;
Liu, Chengming ;
Wang, Xinfeng ;
Sun, Nan ;
He, Jie .
CELLULAR ONCOLOGY, 2019, 42 (04) :571-578
[13]   DNA replication initiator Cdc6 also regulates ribosomal DNA transcription initiation [J].
Huang, Shijiao ;
Xu, Xiaowei ;
Wang, Guopeng ;
Lu, Guoliang ;
Xie, Wenbing ;
Tao, Wei ;
Zhang, Hongyin ;
Jiang, Qing ;
Zhang, Chuanmao .
JOURNAL OF CELL SCIENCE, 2016, 129 (07) :1429-1440
[14]  
Hung Jui-Hung, 2013, Methods Mol Biol, V939, P201, DOI 10.1007/978-1-62703-107-3_13
[15]   Summaries of affymetrix GeneChip probe level data [J].
Irizarry, RA ;
Bolstad, BM ;
Collin, F ;
Cope, LM ;
Hobbs, B ;
Speed, TP .
NUCLEIC ACIDS RESEARCH, 2003, 31 (04) :e15
[16]   Downregulation of Cdc6 inhibits tumorigenesis of osteosarcoma in vivo and in vitro [J].
Jiang, Wei ;
Yu, Yun ;
Liu, Juan ;
Zhao, Qiuyan ;
Wang, Juan ;
Zhang, Jing ;
Dang, Xiaoqian .
BIOMEDICINE & PHARMACOTHERAPY, 2019, 115
[17]  
Khamas A, 2012, CANCER GENOM PROTEOM, V9, P67
[18]   Identification of endogenous control genes for normalisation of real-time quantitative PCR data in colorectal cancer [J].
Kheirelseid, Elrasheid A. H. ;
Chang, Kah Hoong ;
Newell, John ;
Kerin, Michael J. ;
Miller, Nicola .
BMC MOLECULAR BIOLOGY, 2010, 11
[19]   CDC6 mRNA Expression Is Associated with the Aggressiveness of Prostate Cancer [J].
Kim, Ye-Hwan ;
Byun, Young Joon ;
Kim, Won Tae ;
Jeong, Pildu ;
Yan, Chunri ;
Kang, Ho Won ;
Kim, Yong-June ;
Lee, Sang-Cheol ;
Moon, Sung-Kwon ;
Choi, Yung-Hyun ;
Yun, Seok Joong ;
Kim, Wun-Jae .
JOURNAL OF KOREAN MEDICAL SCIENCE, 2018, 33 (47)
[20]   REST, not REST4, is a risk factor associated with radiotherapy plus chemotherapy efficacy in glioma [J].
Li, Cuilin ;
Zou, Hecun ;
Wang, Zhifei ;
Tang, Xinyue ;
Fan, Xitang ;
Zhang, Ke ;
Liu, Jianqiu ;
Li, Zhi .
DRUG DESIGN DEVELOPMENT AND THERAPY, 2018, 12 :1363-1371