Gene expression profiling of ovarian carcinomas and prognostic analysis of outcome

被引:14
作者
Cai, Sheng-Yun [1 ]
Yang, Tian [2 ]
Chen, Yu [1 ]
Wang, Jing-Wen [1 ]
Li, Li [1 ]
Xu, Ming-Juan [1 ]
机构
[1] Second Mil Med Univ, Changhai Hosp, Dept Obstet & Gynecol, Shanghai 200433, Peoples R China
[2] Second Mil Med Univ, Eastern Hepatobiliary Surg Hosp, Dept Hepat Surg, Shanghai 200438, Peoples R China
关键词
Ovarian cancer; Gene expression profile; Genetic prognostic pattern; Candidate biomarkers; TRANSCRIPTION FACTOR; TUMOR-GROWTH; CANCER RISK; IDENTIFICATION; RESISTANCE; CELLS; INHIBITION; PATHWAYS; SURVIVAL; TARGET;
D O I
10.1186/s13048-015-0176-9
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Ovarian cancer (OCA), the fifth leading deaths cancer to women, is famous for its low survival rate in epithelial ovarian cancer cases, which is very complicated and hard to be diagnosed from asymptomatic nature in the early stage. Thus, it is urgent to develop an effective genetic prognostic strategy. Methods: Current study using the Database for Annotation, Visualization and Integrated Discovery tool for the generation and analysis of quantitative gene expression profiles; all the annotated gene and biochemical pathway membership realized according to shared categorical data from Pathway and Kyoto Encyclopedia of Genes and Genomes; correlation networks based on current gene screening actualize by Weighted correlation network analysis to identify therapeutic targets gene and candidate bio-markers. Results: 3095 differentially expressed genes were collected from genome expression profiles of OCA patients (n = 53, 35 advanced, 8 early and 10 normal). By pathway enrichment, most genes showed contribution to cell cycle and chromosome maintenance. 1073 differentially expression genes involved in the 4 dominant network modules are further generated for prognostic pattern establish, we divided a dataset with random OCA cases (n = 80) into 3 groups efficiently (p = 0.0323, 95 % CIs in Kaplan-Meier). Finally, 6 prognosis related genes were selected out by COX regression analysis, TFCP2L1 related to cancer-stem cell, probably contributes to chemotherapy efficiency. Conclusions: Our study presents an integrated original model of the differentially expression genes related to ovarian cancer progressing, providing the identification of genes relevant for its pathological physiology which can potentially be new clinical markers.
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页数:10
相关论文
共 58 条
[1]  
[Anonymous], 21 CENTURY HDB CLIN
[2]   Inhibition of the Nrf2 transcription factor by the alkaloid trigonelline renders pancreatic cancer cells more susceptible to apoptosis through decreased proteasomal gene expression and proteasome activity [J].
Arlt, A. ;
Sebens, S. ;
Krebs, S. ;
Geismann, C. ;
Grossmann, M. ;
Kruse, M-L ;
Schreiber, S. ;
Schaefer, H. .
ONCOGENE, 2013, 32 (40) :4825-4835
[3]   Chimeric NKG2D receptor-bearing T cells as immunotherapy for ovarian cancer [J].
Barber, Arnorette ;
Zhang, Tong ;
DeMars, Leslie R. ;
Conejo-Garcia, Jose ;
Roby, Katherine F. ;
Sentman, Charles L. .
CANCER RESEARCH, 2007, 67 (10) :5003-5008
[4]  
Barrett T, 2005, NUCLEIC ACIDS RES, V33, pD562
[5]   Association Between BRCA1 and BRCA2 Mutations and Survival in Women With Invasive Epithelial Ovarian Cancer [J].
Bolton, Kelly L. ;
Chenevix-Trench, Georgia ;
Goh, Cindy ;
Sadetzki, Siegal ;
Ramus, Susan J. ;
Karlan, Beth Y. ;
Lambrechts, Diether ;
Despierre, Evelyn ;
Barrowdale, Daniel ;
McGuffog, Lesley ;
Healey, Sue ;
Easton, Douglas F. ;
Sinilnikova, Olga ;
Benitez, Javier ;
Garcia, Maria J. ;
Neuhausen, Susan ;
Gail, Mitchell H. ;
Hartge, Patricia ;
Peock, Susan ;
Frost, Debra ;
Evans, Gareth ;
Eeles, Rosalind ;
Godwin, Andrew K. ;
Daly, Mary B. ;
Kwong, Ava ;
Ma, Edmond S. K. ;
Lazaro, Conxi ;
Blanco, Ignacio ;
Montagna, Marco ;
D'Andrea, Emma ;
Nicoletto, Maria Ornella ;
Johnatty, Sharon E. ;
Krueger, Susanne ;
Jensen, Allan ;
Hogdall, Estrid ;
Goode, Ellen L. ;
Fridley, Brooke L. ;
Loud, Jennifer T. ;
Greene, Mark H. ;
Mai, Phuong L. ;
Chetrit, Angela ;
Lubin, Flora ;
Hirsh-Yechezkel, Galit ;
Glendon, Gord ;
Andrulis, Irene L. ;
Toland, Amanda E. ;
Senter, Leigha ;
Gore, Martin E. ;
Gourley, Charlie ;
Michie, Caroline O. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2012, 307 (04) :382-390
[6]  
Brass AL, 2008, SCIENCE, V319, P921, DOI 10.1126/science.1152725
[7]   Redefinition of affymetrix probe sets by sequence overlap with cDNA microarray probes reduces cross-platform inconsistencies in cancer-associated gene expression measurements [J].
Carter, SL ;
Eklund, AC ;
Mecham, BH ;
Kohane, IS ;
Szallasi, Z .
BMC BIOINFORMATICS, 2005, 6 (1)
[8]   Dietary Sugar in Healthy Female Primates Perturbs Oocyte Maturation and In Vitro Preimplantation Embryo Development [J].
Chaffin, Charles L. ;
Latham, Keith E. ;
Mtango, Namdori R. ;
Midic, Uros ;
VandeVoort, Catherine A. .
ENDOCRINOLOGY, 2014, 155 (07) :2688-2695
[9]   Overall survival after concurrent cisplatin-radiotherapy compared with radiotherapy alone in locoregionally advanced nasopharyngeal carcinoma [J].
Chan, ATC ;
Leung, SF ;
Ngan, RKC ;
Teo, PML ;
Lau, WH ;
Kwan, WH ;
Hui, EP ;
Yiu, HY ;
Yeo, W ;
Cheung, FY ;
Yu, KH ;
Chiu, KW ;
Chan, DT ;
Mok, TSK ;
Yau, S ;
Yuen, KT ;
Mo, FKF ;
Lai, MMP ;
Ma, BBY ;
Kam, MKM ;
Leung, TWT ;
Johnson, PJ ;
Choi, PHK ;
Zee, BCY .
JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2005, 97 (07) :536-539
[10]  
Chaudhury S, 2014, BIOMED RES J, V1, P34