A Prognostic DNA Methylation Signature for Stage I Non-Small-Cell Lung Cancer

被引:223
作者
Sandoval, Juan [1 ]
Mendez-Gonzalez, Jesus [1 ]
Nadal, Ernest [9 ]
Chen, Guoan [9 ]
Carmona, F. Javier [1 ]
Sayols, Sergi [1 ]
Moran, Sebastian [1 ]
Heyn, Holger [1 ]
Vizoso, Miguel [1 ]
Gomez, Antonio [1 ]
Sanchez-Cespedes, Montse [1 ]
Assenov, Yassen [10 ]
Mueller, Fabian [10 ]
Bock, Christoph [11 ]
Taron, Miquel [5 ]
Mora, Josefina [2 ]
Muscarella, Lucia A. [12 ]
Liloglou, Triantafillos [13 ]
Davies, Michael [13 ]
Pollan, Marina [6 ]
Pajares, Maria J. [7 ]
Torre, Wenceslao [8 ]
Montuenga, Luis M. [7 ]
Brambilla, Elisabeth [14 ]
Field, John K. [13 ]
Roz, Luca [15 ]
Lo Iacono, Marco [16 ]
Scagliotti, Giorgio V. [16 ]
Rosell, Rafael [5 ]
Beer, David G. [9 ]
Esteller, Manel [1 ,3 ,4 ]
机构
[1] Bellvitge Biomed Res Inst, Barcelona, Spain
[2] Hosp Santa Creu & Sant Pau, Barcelona, Spain
[3] Univ Barcelona, Barcelona, Spain
[4] Inst Catalana Recerca & Estudis Avancats, Barcelona, Spain
[5] Catalan Inst Oncol, Badalona, Catalonia, Spain
[6] Inst Salud Carlos III, Madrid, Spain
[7] Univ Navarra, E-31080 Pamplona, Spain
[8] Univ Navarra Clin, Pamplona, Spain
[9] Univ Michigan, Sch Med, Ann Arbor, MI USA
[10] Max Planck Inst, Saarbrucken, Germany
[11] Austrian Acad Sci, Ctr Mol Med, A-1010 Vienna, Austria
[12] Ist Ricovero & Cura Carattere Sci IRCCS Casa Soll, San Giovanni Rotondo, Italy
[13] Univ Liverpool, Canc Res Ctr, Liverpool L69 3BX, Merseyside, England
[14] Ctr Hosp Univ A Michallon, Grenoble, France
[15] IRCCS Fdn Natl Canc Inst, Milan, Italy
[16] Univ Turin, Turin, Italy
关键词
VINORELBINE PLUS CISPLATIN; GENOME; HYPERMETHYLATION; ASSOCIATION; VALIDATION; SURVIVAL; ADENOCARCINOMA; CHEMOTHERAPY; RECURRENCE; MICROARRAY;
D O I
10.1200/JCO.2012.48.5516
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose Non-small-cell lung cancer (NSCLC) is a tumor in which only small improvements in clinical outcome have been achieved. The issue is critical for stage I patients for whom there are no available biomarkers that indicate which high-risk patients should receive adjuvant chemotherapy. We aimed to find DNA methylation markers that could be helpful in this regard. Patients and Methods A DNA methylation microarray that analyzes 450,000 CpG sites was used to study tumoral DNA obtained from 444 patients with NSCLC that included 237 stage I tumors. The prognostic DNA methylation markers were validated by a single-methylation pyrosequencing assay in an independent cohort of 143 patients with stage I NSCLC. Results Unsupervised clustering of the 10,000 most variable DNA methylation sites in the discovery cohort identified patients with high-risk stage I NSCLC who had shorter relapse-free survival (RFS; hazard ratio [HR], 2.35; 95% CI, 1.29 to 4.28; P = .004). The study in the validation cohort of the significant methylated sites from the discovery cohort found that hypermethylation of five genes was significantly associated with shorter RFS in stage I NSCLC: HIST1H4F, PCDHGB6, NPBWR1, ALX1, and HOXA9. A signature based on the number of hypermethylated events distinguished patients with high-and low-risk stage I NSCLC (HR, 3.24; 95% CI, 1.61 to 6.54; P = .001). Conclusion The DNA methylation signature of NSCLC affects the outcome of stage I patients, and it can be practically determined by user-friendly polymerase chain reaction assays. The analysis of the best DNA methylation biomarkers improved prognostic accuracy beyond standard staging. (C) 2013 by American Society of Clinical Oncology
引用
收藏
页码:4140 / +
页数:9
相关论文
共 42 条
[1]   Clustering of gene hypermethylation associated with clinical risk groups in neuroblastoma [J].
Alaminos, M ;
Davalos, V ;
Cheung, NKV ;
Gerald, WL ;
Esteller, M .
JNCI-JOURNAL OF THE NATIONAL CANCER INSTITUTE, 2004, 96 (16) :1208-1219
[2]  
[Anonymous], 2004, PATHOLOGY GENETICS T
[3]   Long-Term Results of the International Adjuvant Lung Cancer Trial Evaluating Adjuvant Cisplatin-Based Chemotherapy in Resected Lung Cancer [J].
Arriagada, Rodrigo ;
Dunant, Ariane ;
Pignon, Jean-Pierre ;
Bergman, Bengt ;
Chabowski, Mariusz ;
Grunenwald, Dominique ;
Kozlowski, Miroslaw ;
Le Pechoux, Cecile ;
Pirker, Robert ;
Pinel, Maria-Izabel Sathler ;
Tarayre, Michele ;
Le Chevalier, Thierry .
JOURNAL OF CLINICAL ONCOLOGY, 2010, 28 (01) :35-42
[4]   A decade of exploring the cancer epigenome - biological and translational implications [J].
Baylin, Stephen B. ;
Jones, Peter A. .
NATURE REVIEWS CANCER, 2011, 11 (10) :726-734
[5]   High density DNA methylation array with single CpG site resolution [J].
Bibikova, Marina ;
Barnes, Bret ;
Tsan, Chan ;
Ho, Vincent ;
Klotzle, Brandy ;
Le, Jennie M. ;
Delano, David ;
Zhang, Lu ;
Schroth, Gary P. ;
Gunderson, Kevin L. ;
Fan, Jian-Bing ;
Shen, Richard .
GENOMICS, 2011, 98 (04) :288-295
[6]   Aberrant DNA methylation of OLIG1, a novel prognostic factor in non-small cell lung cancer [J].
Brena, Romulo M. ;
Morrison, Carl ;
Liyanarachchi, Sandya ;
Jarjoura, David ;
Davuluri, Ramana V. ;
Otterson, Gregory A. ;
Reisman, David ;
Glaros, Selina ;
Rush, Laura J. ;
Plass, Christoph .
PLOS MEDICINE, 2007, 4 (03) :572-584
[7]   DNA methylation markers and early recurrence in stage I lung cancer [J].
Brock, Malcolm V. ;
Hooker, Craig M. ;
Ota-Machida, Emi ;
Han, Yu ;
Guo, Mingzhou ;
Ames, Stephen ;
Gloeckner, Sabine ;
Piantadosi, Steven ;
Gabrielson, Edward ;
Pridham, Genevieve ;
Pelosky, Kristen ;
Belinsky, Steven A. ;
Yang, Stephen C. ;
Baylin, Stephen B. ;
Herman, James G. .
NEW ENGLAND JOURNAL OF MEDICINE, 2008, 358 (11) :1118-1128
[8]   Differentiation of Lung Adenocarcinoma, Pleural Mesothelioma, and Nonmalignant Pulmonary Tissues Using DNA Methylation Profiles [J].
Christensen, Brock C. ;
Marsit, Carmen J. ;
Houseman, E. Andres ;
Godleski, John J. ;
Longacker, Jennifer L. ;
Zheng, Shichun ;
Yeh, Ru-Fang ;
Wrensch, Margaret R. ;
Wiemels, Joseph L. ;
Karagas, Margaret R. ;
Bueno, Raphael ;
Sugarbaker, David J. ;
Nelson, Heather H. ;
Wiencke, John K. ;
Kelsey, Karl T. .
CANCER RESEARCH, 2009, 69 (15) :6315-6321
[9]   Quantitative DNA Methylation Analysis Identifies a Single CpG Dinucleotide Important for ZAP-70 Expression and Predictive of Prognosis in Chronic Lymphocytic Leukemia [J].
Claus, Rainer ;
Lucas, David M. ;
Stilgenbauer, Stephan ;
Ruppert, Amy S. ;
Yu, Lianbo ;
Zucknick, Manuela ;
Mertens, Daniel ;
Buehler, Andreas ;
Oakes, Christopher C. ;
Larson, Richard A. ;
Kay, Neil E. ;
Jelinek, Diane F. ;
Kipps, Thomas J. ;
Rassenti, Laura Z. ;
Gribben, John G. ;
Doehner, Hartmut ;
Heerema, Nyla A. ;
Marcucci, Guido ;
Plass, Christoph ;
Byrd, John C. .
JOURNAL OF CLINICAL ONCOLOGY, 2012, 30 (20) :2483-2491
[10]   Discovery and validation of 3 novel DNA methylation markers of prostate cancer prognosis [J].
Cottrell, Susan ;
Jung, Klaus ;
Kristiansen, Glen ;
Eltze, Elke ;
Semjonow, Axel ;
Ittmann, Michael ;
Hartmann, Arndt ;
Stamey, Thomas ;
Haefliger, Carolina ;
Weiss, Gunter .
JOURNAL OF UROLOGY, 2007, 177 (05) :1753-1758