Characterize the difference between TMPRSS2-ERG and non-TMPRSS2-ERG fusion patients by clinical and biological characteristics in prostate cancer

被引:2
作者
Wang, Shiyuan [1 ]
Zhang, Qi [1 ]
Xu, Dandan [2 ]
Pan, Yi [1 ]
Lv, Yingli [1 ]
Chen, Xiaowen [1 ]
Zuo, Yongchun [3 ]
Yang, Lei [1 ]
机构
[1] Harbin Med Univ, Coll Bioinformat Sci & Technol, Harbin 150081, Heilongjiang, Peoples R China
[2] Harbin Univ, Fac Sci, Dept Biol, Harbin 150086, Heilongjiang, Peoples R China
[3] Inner Mongolia Univ, Coll Life Sci, State Key Lab Reprod Regulat & Breeding Grassland, Hohhot 010070, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Prostate cancer; TMPRSS2-ERG fusion; Survival analysis; Cox regression; Network; PREDICT SUBCELLULAR-LOCALIZATION; ETS TRANSCRIPTION FACTORS; RECOMBINATION SPOTS; GENE; EXPRESSION; SITES; PROTEINS; INFORMATION; RECURRENCE; SEQUENCE;
D O I
10.1016/j.gene.2018.09.006
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
The TMPRSS2-ERG gene fusion were frequently found in prostate cancer, and thought to play some fundamental mechanisms for the development of prostate cancer. However, until now, the clinical and prognostic significance of TMPRSS2-ERG gene fusion was not fully understood. In this study, based on the 281 prostate cancers that constructed from a historical watchful waiting cohort, the statistically significant associations between TMPRSS2-ERG gene fusion and clinicopathologic characteristics were identified. In addition, the Elastic Net algorithm was used to predict the patients with TMPRSS2-ERG fusion status, and good predictive results were obtained, indicating that this algorithm was suitable to this prediction problem. The differential gene network was constructed from the network, and the KEGG enrichment analysis demonstrated that the module genes were significantly enriched in several important pathways.
引用
收藏
页码:186 / 194
页数:9
相关论文
共 73 条
[1]   The Molecular Taxonomy of Primary Prostate Cancer [J].
Abeshouse, Adam ;
Ahn, Jaeil ;
Akbani, Rehan ;
Ally, Adrian ;
Amin, Samirkumar ;
Andry, Christopher D. ;
Annala, Matti ;
Aprikian, Armen ;
Armenia, Joshua ;
Arora, Arshi ;
Auman, J. Todd ;
Balasundaram, Miruna ;
Balu, Saianand ;
Barbieri, Christopher E. ;
Bauer, Thomas ;
Benz, Christopher C. ;
Bergeron, Alain ;
Beroukhim, Rameen ;
Berrios, Mario ;
Bivol, Adrian ;
Bodenheimer, Tom ;
Boice, Lori ;
Bootwalla, Moiz S. ;
dos Reis, Rodolfo Borges ;
Boutros, Paul C. ;
Bowen, Jay ;
Bowlby, Reanne ;
Boyd, Jeffrey ;
Bradley, Robert K. ;
Breggia, Anne ;
Brimo, Fadi ;
Bristow, Christopher A. ;
Brooks, Denise ;
Broom, Bradley M. ;
Bryce, Alan H. ;
Bubley, Glenn ;
Burks, Eric ;
Butterfield, Yaron S. N. ;
Button, Michael ;
Canes, David ;
Carlotti, Carlos G. ;
Carlsen, Rebecca ;
Carmel, Michel ;
Carroll, Peter R. ;
Carter, Scott L. ;
Cartun, Richard ;
Carver, Brett S. ;
Chan, June M. ;
Chang, Matthew T. ;
Chen, Yu .
CELL, 2015, 163 (04) :1011-1025
[2]   How well does the gleason score predict prostate cancer death?: A 20-year followup of a population based cohort in Sweden [J].
Andrén, O ;
Fall, K ;
Franzén, L ;
Andersson, SO ;
Johansson, JE ;
Rubin, MA .
JOURNAL OF UROLOGY, 2006, 175 (04) :1337-1340
[3]  
[Anonymous], MOL INM
[4]   Duplication of the fusion of TMPRSS2 to ERG sequences identifies fatal human prostate cancer [J].
Attard, G. ;
Clark, J. ;
Ambroisine, L. ;
Fisher, G. ;
Kovacs, G. ;
Flohr, P. ;
Berney, D. ;
Foster, C. S. ;
Fletcher, A. ;
Gerald, W. L. ;
Moller, H. ;
Reuter, V. ;
De Bono, J. S. ;
Scardino, P. ;
Cuzick, J. ;
Cooper, C. S. .
ONCOGENE, 2008, 27 (03) :253-263
[5]   An automated method for finding molecular complexes in large protein interaction networks [J].
Bader, GD ;
Hogue, CW .
BMC BIOINFORMATICS, 2003, 4 (1)
[6]   Prostate cancer genes associated with TMPRSS2-ERG gene fusion and prognostic of biochemical recurrence in multiple cohorts [J].
Barwick, B. G. ;
Abramovitz, M. ;
Kodani, M. ;
Moreno, C. S. ;
Nam, R. ;
Tang, W. ;
Bouzyk, M. ;
Seth, A. ;
Leyland-Jones, B. .
BRITISH JOURNAL OF CANCER, 2010, 102 (03) :570-576
[7]   ClueGO: a Cytoscape plug-in to decipher functionally grouped gene ontology and pathway annotation networks [J].
Bindea, Gabriela ;
Mlecnik, Bernhard ;
Hackl, Hubert ;
Charoentong, Pornpimol ;
Tosolini, Marie ;
Kirilovsky, Amos ;
Fridman, Wolf-Herman ;
Pages, Franck ;
Trajanoski, Zlatko ;
Galon, Jerome .
BIOINFORMATICS, 2009, 25 (08) :1091-1093
[8]   Persistence of expression of the TMPRSS2:ERG fusion gene after pre-surgery androgen ablation may be associated with early prostate specific antigen relapse of prostate cancer: Preliminary results [J].
Bonaccorsi, L. ;
Nesi, G. ;
Nuti, F. ;
Paglierani, M. ;
Krausz, C. ;
Masieri, L. ;
Serni, S. ;
Proietti-Pannunzi, L. ;
Fang, Y. ;
Jhanwar, S. C. ;
Orlando, C. ;
Carini, M. ;
Forti, G. ;
Baldi, E. ;
Luzzatto, L. .
JOURNAL OF ENDOCRINOLOGICAL INVESTIGATION, 2009, 32 (07) :590-596
[9]  
Chen W., 2016, ONCOTARGET, V8
[10]   iRNA-3typeA: Identifying Three Types of Modification at RNA's Adenosine Sites [J].
Chen, Wei ;
Feng, Pengmian ;
Yang, Hui ;
Ding, Hui ;
Lin, Hao ;
Chou, Kuo-Chen .
MOLECULAR THERAPY-NUCLEIC ACIDS, 2018, 11 :468-474