Hypoxia-Driven Gene Expression Is an Independent Prognostic Factor in Stage II and III Colon Cancer Patients

被引:30
作者
Dekervel, Jeroen [1 ]
Hompes, Daphne [3 ]
van Malenstein, Hannah [1 ]
Popovic, Dusan [2 ]
Sagaert, Xavier [4 ]
De Moor, Bart [2 ]
Van Cutsem, Eric [5 ]
D'Hoore, Andr E. [3 ]
Verslype, Chris [1 ,5 ]
van Pelt, Jos [1 ]
机构
[1] Univ Hosp Leuven, Lab Hepatol, Dept Clin & Expt Med, Louvain, Belgium
[2] Katholieke Univ Leuven, STADIUS iMinds Future Hlth Dept, Dept Elect Engn ESAT, B-3000 Louvain, Belgium
[3] Univ Hosp Leuven, Dept Abdominal Surg Oncol, Louvain, Belgium
[4] Univ Hosp Leuven, Dept Imaging & Pathol, Louvain, Belgium
[5] Univ Hosp Leuven, Dept Clin Digest Oncol, Louvain, Belgium
关键词
P53;
D O I
10.1158/1078-0432.CCR-13-2958
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose: Hypoxia is considered a major microenvironmental factor influencing cancer behavior. Our aim was to develop a hypoxia-based gene score that could identify high and low risk within stage II and III colon cancer patients. Experimental Design: Differential gene expression of CaCo-2 colon cancer cells cultured in chronic hypoxia versus normoxia was tested for correlation with prognostic variables in published microarray datasets. These datasets were further used to downsize and optimize a gene score, which was subsequently determined in paraffin-embedded material of 126 patients with colon cancer treated in our center. Results: In the CaCo-2 cells, 923 genes with a 2-fold change and Limma corrected P <= 0.0001 were found differentially expressed in hypoxia versus normoxia. We identified 21 genes with prognostic value and overlapping in three different training sets and (n = 224). With a fourth published dataset (n = 177), the six-gene Colon Cancer Hypoxia Score (CCHS) was developed. Patients with low CCHS showed a significant better disease-free survival at three years (77.3%) compared with high CCHS patients (46.4%; log-rank, P = 0.006). This was independently confirmed in an external patient cohort of 90 stage II patients (86.9% vs. 52.2%; P = 0.001). Conclusions: Hypoxia-driven gene expression is associated with high recurrence rates in stage II and III colon cancer. A six-gene score was found to be of independent prognostic value in these patients. Our findings require further validation and incorporation in the current knowledge on molecular classification of colon cancer. (C) 2014 AACR.
引用
收藏
页码:2159 / 2168
页数:10
相关论文
共 26 条
[1]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[2]  
Black E R., 2012, Gene expression profiling for predicting outcomes in stage II colon cancer
[3]   Gene expression patterns unveil a new level of molecular heterogeneity in colorectal cancer [J].
Budinska, Eva ;
Popovici, Vlad ;
Tejpar, Sabine ;
D'Ario, Giovanni ;
Lapique, Nicolas ;
Sikora, Katarzyna Otylia ;
Di Narzo, Antonio Fabio ;
Yan, Pu ;
Hodgson, John Graeme ;
Weinrich, Scott ;
Bosman, Fred ;
Roth, Arnaud ;
Delorenzi, Mauro .
JOURNAL OF PATHOLOGY, 2013, 231 (01) :63-76
[4]   Poor-prognosis colon cancer is defined by a molecularly distinct subtype and develops from serrated precursor lesions [J].
De Sousa E Melo, Felipe ;
Wang, Xin ;
Jansen, Marnix ;
Fessler, Evelyn ;
Trinh, Anne ;
de Rooij, Laura P. M. H. ;
de Jong, Joan H. ;
de Boer, Onno J. ;
van Leersum, Ronald ;
Bijlsma, Maarten F. ;
Rodermond, Hans ;
van der Heijden, Maartje ;
van Noesel, Carel J. M. ;
Tuynman, Jurriaan B. ;
Dekker, Evelien ;
Markowetz, Florian ;
Medema, Jan Paul ;
Vermeulen, Louis .
NATURE MEDICINE, 2013, 19 (05) :614-618
[5]   Estimates of worldwide burden of cancer in 2008: GLOBOCAN 2008 [J].
Ferlay, Jacques ;
Shin, Hai-Rim ;
Bray, Freddie ;
Forman, David ;
Mathers, Colin ;
Parkin, Donald Maxwell .
INTERNATIONAL JOURNAL OF CANCER, 2010, 127 (12) :2893-2917
[6]   Direct multiplexed measurement of gene expression with color-coded probe pairs [J].
Geiss, Gary K. ;
Bumgarner, Roger E. ;
Birditt, Brian ;
Dahl, Timothy ;
Dowidar, Naeem ;
Dunaway, Dwayne L. ;
Fell, H. Perry ;
Ferree, Sean ;
George, Renee D. ;
Grogan, Tammy ;
James, Jeffrey J. ;
Maysuria, Malini ;
Mitton, Jeffrey D. ;
Oliveri, Paola ;
Osborn, Jennifer L. ;
Peng, Tao ;
Ratcliffe, Amber L. ;
Webster, Philippa J. ;
Davidson, Eric H. ;
Hood, Leroy .
NATURE BIOTECHNOLOGY, 2008, 26 (03) :317-325
[7]   A global test for groups of genes: testing association with a clinical outcome [J].
Goeman, JJ ;
van de Geer, SA ;
de Kort, F ;
van Houwelingen, HC .
BIOINFORMATICS, 2004, 20 (01) :93-99
[8]   Adjuvant chemotherapy versus observation in patients with colorectal cancer: a randomised study [J].
Gray, Richard ;
Barnwell, Jennifer ;
McConkey, Christopher ;
Hills, Robert K. ;
Williams, Norman S. ;
Kerr, David J. .
LANCET, 2007, 370 (9604) :2020-2029
[9]   Metastasis-Associated Gene Expression Changes Predict Poor Outcomes in Patients with Dukes Stage B and C Colorectal Cancer [J].
Jorissen, Robert N. ;
Gibbs, Peter ;
Christie, Michael ;
Prakash, Saurabh ;
Lipton, Lara ;
Desai, Jayesh ;
Kerr, David ;
Aaltonen, Lauri A. ;
Arango, Diego ;
Kruhoffer, Mogens ;
Orntoft, Torben F. ;
Andersen, Claus Lindbjerg ;
Gruidl, Mike ;
Kamath, Vidya P. ;
Eschrich, Steven ;
Yeatman, Timothy J. ;
Sieber, Oliver M. .
CLINICAL CANCER RESEARCH, 2009, 15 (24) :7642-7651
[10]   Transcriptional recapitulation and subversion of embryonic colon development by mouse colon tumor models and human colon cancer [J].
Kaiser, Sergio ;
Park, Young-Kyu ;
Franklin, Jeffrey L. ;
Halberg, Richard B. ;
Yu, Ming ;
Jessen, Walter J. ;
Freudenberg, Johannes ;
Chen, Xiaodi ;
Haigis, Kevin ;
Jegga, Anil G. ;
Kong, Sue ;
Sakthivel, Bhuvaneswari ;
Xu, Huan ;
Reichling, Timothy ;
Azhar, Mohammad ;
Boivin, Gregory P. ;
Roberts, Reade B. ;
Bissahoyo, Anika C. ;
Gonzales, Fausto ;
Bloom, Greg C. ;
Eschrich, Steven ;
Carter, Scott L. ;
Aronow, Jeremy E. ;
Kleimeyer, John ;
Kleimeyer, Michael ;
Ramaswamy, Vivek ;
Settle, Stephen H. ;
Boone, Braden ;
Levy, Shawn ;
Graff, Jonathan M. ;
Doetschman, Thomas ;
Groden, Joanna ;
Dove, William F. ;
Threadgill, David W. ;
Yeatman, Timothy J. ;
Coffey, Robert J., Jr. ;
Aronow, Bruce J. .
GENOME BIOLOGY, 2007, 8 (07)