Breast Cancer DNA Methylation Profiles Are Associated with Tumor Size and Alcohol and Folate Intake

被引:121
作者
Christensen, Brock C. [1 ,2 ]
Kelsey, Karl T. [1 ,2 ]
Zheng, Shichun [3 ]
Houseman, E. Andres [2 ,4 ]
Marsit, Carmen J. [1 ,2 ]
Wrensch, Margaret R. [3 ]
Wiemels, Joseph L. [5 ]
Nelson, Heather H. [6 ]
Karagas, Margaret R. [7 ]
Kushi, Lawrence H. [8 ]
Kwan, Marilyn L. [8 ]
Wiencke, John K. [3 ]
机构
[1] Brown Univ, Dept Pathol & Lab Med, Providence, RI 02912 USA
[2] Brown Univ, Ctr Environm Hlth & Technol, Dept Community Hlth, Providence, RI 02912 USA
[3] Univ Calif San Francisco, Dept Neurol Surg, Helen Diller Family Canc Ctr, San Francisco, CA 94143 USA
[4] Harvard Univ, Sch Publ Hlth, Dept Biostat, Boston, MA 02115 USA
[5] Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA 94143 USA
[6] Univ Minnesota, Div Epidemiol & Community Hlth, Masonic Canc Ctr, Minneapolis, MN USA
[7] Dartmouth Med Sch, Dept Community & Family Med, Epidemiol & Biostat Sect, Lebanon, NH USA
[8] Kaiser Permanente, Div Res, Oakland, CA USA
来源
PLOS GENETICS | 2010年 / 6卷 / 07期
关键词
PREOPERATIVE CHEMOTHERAPY; RISK; HYPERMETHYLATION; AMPLIFICATION; CARCINOMA; MIGRATION; PATTERNS; MARKER; WOMEN; GENE;
D O I
10.1371/journal.pgen.1001043
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Although tumor size and lymph node involvement are the current cornerstones of breast cancer prognosis, they have not been extensively explored in relation to tumor methylation attributes in conjunction with other tumor and patient dietary and hormonal characteristics. Using primary breast tumors from 162 (AJCC stage I-IV) women from the Kaiser Division of Research Pathways Study and the Illumina GoldenGate methylation bead-array platform, we measured 1,413 autosomal CpG loci associated with 773 cancer-related genes and validated select CpG loci with Sequenom EpiTYPER. Tumor grade, size, estrogen and progesterone receptor status, and triple negative status were significantly (Q-values <0.05) associated with altered methylation of 209, 74, 183, 69, and 130 loci, respectively. Unsupervised clustering, using a recursively partitioned mixture model (RPMM), of all autosomal CpG loci revealed eight distinct methylation classes. Methylation class membership was significantly associated with patient race (P<0.02) and tumor size (P<0.001) in univariate tests. Using multinomial logistic regression to adjust for potential confounders, patient age and tumor size, as well as known disease risk factors of alcohol intake and total dietary folate, were all significantly (P<0.0001) associated with methylation class membership. Breast cancer prognostic characteristics and risk-related exposures appear to be associated with gene-specific tumor methylation, as well as overall methylation patterns.
引用
收藏
页码:1 / 10
页数:10
相关论文
共 45 条
[1]  
[Anonymous], 2009, Breast cancer facts and figures 2009
[2]  
[Anonymous], 2007, Global Cancer Facts Figures
[3]   Alcohol, tobacco and breast cancer -: collaborative reanalysis of individual data from 53 epidemiological studies, including 58515 women with breast cancer and 95067 women without the disease [J].
Beral, V ;
Hamajima, N ;
Hirose, K ;
Rohan, T ;
Calle, EE ;
Heath, CW ;
Coates, RJ ;
Liff, JM ;
Talamini, R ;
Chantarakul, N ;
Koetsawang, S ;
Rachawat, D ;
Morabia, A ;
Schuman, L ;
Stewart, W ;
Szklo, M ;
Bain, C ;
Schofield, F ;
Siskind, V ;
Band, P ;
Coldman, AJ ;
Gallagher, RP ;
Hislop, TG ;
Yang, P ;
Kolonel, LM ;
Nomura, AMY ;
Hu, J ;
Johnson, KC ;
Mao, Y ;
De Sanjose, S ;
Lee, N ;
Marchbanks, P ;
Ory, HW ;
Peterson, HB ;
Wilson, HG ;
Wingo, PA ;
Ebeling, K ;
Kunde, D ;
Nishan, P ;
Hopper, JL ;
Colditz, G ;
Gajalakshmi, V ;
Martin, N ;
Pardthaisong, T ;
Solpisornkosol, S ;
Theetranont, C ;
Boosiri, B ;
Chutivongse, S ;
Jimakorn, P ;
Virutamasen, P .
BRITISH JOURNAL OF CANCER, 2002, 87 (11) :1234-1245
[4]   High-throughput DNA methylation profiling using universal bead arrays [J].
Bibikova, M ;
Lin, ZW ;
Zhou, LX ;
Chudin, E ;
Garcia, EW ;
Wu, B ;
Doucet, D ;
Thomas, NJ ;
Wang, YH ;
Vollmer, E ;
Goldmann, T ;
Seifart, C ;
Jiang, W ;
Barker, DL ;
Chee, MS ;
Floros, J ;
Fan, JB .
GENOME RESEARCH, 2006, 16 (03) :383-393
[5]   Xenoestrogen-Induced Regulation of EZH2 and Histone Methylation via Estrogen Receptor Signaling to PI3K/AKT [J].
Bredfeldt, Tiffany G. ;
Greathouse, K. Leigh ;
Safe, Stephen H. ;
Hung, Mien-Chie ;
Bedford, Mark T. ;
Walker, Cheryl L. .
MOLECULAR ENDOCRINOLOGY, 2010, 24 (05) :993-1006
[6]   Microarray-based Transcriptional and Epigenetic Profiling of Matrix Metalloproteinases, Collagens, and Related Genes in Cancer [J].
Chernov, Andrei V. ;
Baranovskaya, Svetlana ;
Golubkov, Vladislav S. ;
Wakeman, Dustin R. ;
Snyder, Evan Y. ;
Williams, Roy ;
Strongin, Alex Y. .
JOURNAL OF BIOLOGICAL CHEMISTRY, 2010, 285 (25) :19647-19659
[7]   Epigenetic Profiles Distinguish Pleural Mesothelioma from Normal Pleura and Predict Lung Asbestos Burden and Clinical Outcome [J].
Christensen, Brock C. ;
Houseman, E. A. ;
Godleski, John J. ;
Marsit, Carmen J. ;
Longacker, Jennifer L. ;
Roelofs, Cora R. ;
Karagas, Margaret R. ;
Wrensch, Margaret R. ;
Yeh, Ru-Fang ;
Nelson, Heather H. ;
Wiemels, Joe L. ;
Zheng, Shichun ;
Wiencke, John K. ;
Bueno, Raphael ;
Sugarbaker, David J. ;
Kelsey, Karl T. .
CANCER RESEARCH, 2009, 69 (01) :227-234
[8]   Triple-negative breast cancer: therapeutic options [J].
Cleator, Susan ;
Heller, Wolfgang ;
Coombes, R. Charles .
LANCET ONCOLOGY, 2007, 8 (03) :235-244
[9]   The etiology of alcohol-induced breast cancer [J].
Durnitrescu, RG ;
Shields, PG .
ALCOHOL, 2005, 35 (03) :213-225
[10]  
EDGE SB, 2009, AJCC CANC STAGING AT