COL1A2 is a Novel Biomarker to Improve Clinical Prediction in Human Gastric Cancer: Integrating Bioinformatics and Meta-Analysis

被引:37
作者
Rong, Li [1 ]
Huang, Wei [2 ]
Tian, Shangkun [1 ]
Chi, Xiangbo [1 ]
Zhao, Pan [1 ]
Liu, Fengfeng [1 ]
机构
[1] Chongqing Infect Dis Med Ctr, Dept Gastroenterol, Chongqing 400030, Peoples R China
[2] Southwest Univ Polit Sci & Law, Ctr Hlth, Chongqing 401120, Peoples R China
关键词
gastric cancer; biomarker; bioinformatics; COL1A2; HELICOBACTER-PYLORI; PROGRESSION; CELLS; EXPRESSION; ESTROGEN; OUTCOMES; RISK; LIFE;
D O I
10.1007/s12253-017-0223-5
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Gastric cancer is the third most common cause of cancer-related death in worldwide. It is crucial to target the key genes controlling pathogenesis in the early stage of gastric cancer. This study describes an integrated bioinformatics to identify molecular biomarkers for gastric cancer in patients' cancer tissues. We reports differently expression genes in large gastric cancer cohorts from Gene Expression Ominus (GEO). Our findings revealed that 433 genes were significantly different expressed in human gastric cancer. Differently expression gene profile in gastric cancer was further validated by bioinformatic analyses, co-expression network construction. Based on the co-expression network and top-ranked genes, we identified collagen type I alpha 2 (COL1A2) which encodes the pro-alpha2 chain of type I collagen whose triple helix comprises two alpha1 chains and one alpha2 chain, was the key gene in a 37-gene network that modulates cell motility by interacting with the cytoskeleton. Furthermore, the prognostic role of COL1A2 was determined by use of immunohistochemistry on human gastric cancer tissue. COL1A2 was highly expressed in human gastric cancer as compared with normal gastric tissues. Statistical analysis showed COL1A2 expression level was significantly associated with histological type and lymph node status. However, there were no correlations between COL1A2 expression and age, lymph node numbers, tumor size, or clinical stage. In conclusion, the novel bioinformatics used in this study has led to identification of improving diagnostic biomarkers for human gastric cancer and could benefit further analyses of the key alteration during its progression.
引用
收藏
页码:129 / 134
页数:6
相关论文
共 21 条
[1]  
[Anonymous], 2014, Cancer Discov, V4, pOF3, DOI 10.1158/2159-8290.CD-NB2014-022
[2]   Lgr5+ve Stem Cells Drive Self-Renewal in the Stomach and Build Long-Lived Gastric Units In Vitro [J].
Barker, Nick ;
Huch, Meritxell ;
Kujala, Pekka ;
van de Wetering, Marc ;
Snippert, Hugo J. ;
van Es, Johan H. ;
Sato, Toshiro ;
Stange, Daniel E. ;
Begthel, Harry ;
van den Born, Maaike ;
Danenberg, Esther ;
van den Brink, Stieneke ;
Korving, Jeroen ;
Abo, Arie ;
Peters, Peter J. ;
Wright, Nick ;
Poulsom, Richard ;
Clevers, Hans .
CELL STEM CELL, 2010, 6 (01) :25-36
[3]   Progression-free survival with regorafenib in gastric cancer [J].
Burki, Talha Khan .
LANCET ONCOLOGY, 2016, 17 (08) :E323-E323
[4]   ADAR-Mediated RNA Editing Predicts Progression and Prognosis of Gastric Cancer [J].
Chan, Tim Hon Man ;
Qamra, Aditi ;
Tan, Kar Tong ;
Guo, Jing ;
Yang, Henry ;
Qi, Lihua ;
Lin, Jaymie Siqi ;
Ng, Vanessa Hui En ;
Song, Yangyang ;
Hong, Huiqi ;
Tay, Su Ting ;
Liu, Yujing ;
Lee, Jeeyun ;
Rha, Sun Yong ;
Zhu, Feng ;
So, Jimmy Bok Yan ;
Teh, Bin Tean ;
Yeoh, Khay Guan ;
Rozen, Steve ;
Tenen, Daniel G. ;
Tan, Patrick ;
Chen, Leilei .
GASTROENTEROLOGY, 2016, 151 (04) :637-+
[5]   Oestrogen and the enigmatic male predominance of gastric cancer [J].
Chandanos, Evangelos ;
Lagergren, Jesper .
EUROPEAN JOURNAL OF CANCER, 2008, 44 (16) :2397-2403
[6]   Molecular analysis of gastric cancer identifies subtypes associated with distinct clinical outcomes [J].
Cristescu, Razvan ;
Lee, Jeeyun ;
Nebozhyn, Michael ;
Kim, Kyoung-Mee ;
Ting, Jason C. ;
Wong, Swee Seong ;
Liu, Jiangang ;
Yue, Yong Gang ;
Wang, Jian ;
Yu, Kun ;
Ye, Xiang S. ;
Do, In-Gu ;
Liu, Shawn ;
Gong, Lara ;
Fu, Jake ;
Jin, Jason Gang ;
Choi, Min Gew ;
Sohn, Tae Sung ;
Lee, Joon Ho ;
Bae, Jae Moon ;
Kim, Seung Tae ;
Park, Se Hoon ;
Sohn, Insuk ;
Jung, Sin-Ho ;
Tan, Patrick ;
Chen, Ronghua ;
Hardwick, James ;
Kang, Won Ki ;
Ayers, Mark ;
Dai Hongyue ;
Reinhard, Christoph ;
Loboda, Andrey ;
Kim, Sung ;
Aggarwal, Amit .
NATURE MEDICINE, 2015, 21 (05) :449-U217
[7]   The homing receptor CD44 is involved in the progression of precancerous gastric lesions in patients infected with Helicobacter pylori and in development of mucous metaplasia in mice [J].
Garay, Jone ;
Piazuelo, M. Blanca ;
Majumdar, Sumana ;
Li, Li ;
Trillo-Tinoco, Jimena ;
Del Valle, Luis ;
Schneider, Barbara G. ;
Delgado, Alberto G. ;
Wilson, Keith T. ;
Correa, Pelayo ;
Zabaleta, Jovanny .
CANCER LETTERS, 2016, 371 (01) :90-98
[8]   Gastric Cancer: Epidemiologic Aspects [J].
Gonzalez, Carlos A. ;
Sala, Nuria ;
Rokkas, Theodore .
HELICOBACTER, 2013, 18 :34-38
[9]   Helicobacter pylori CagA:: a new paradigm for bacterial carcinogenesis [J].
Hatakeyama, M ;
Higashi, H .
CANCER SCIENCE, 2005, 96 (12) :835-843
[10]   Nitrosamine and related food intake and gastric and oesophageal cancer risk:: A systematic review of the epidemiological evidence [J].
Jakszyn, Paula ;
Gonzalez, Carlos Alberto .
WORLD JOURNAL OF GASTROENTEROLOGY, 2006, 12 (27) :4296-4303