DNA methylation;
Breast cancer;
ER/PR hormone receptor status;
GENE;
DISPARITIES;
ESTROGEN;
RISK;
LUNG;
D O I:
10.1186/s13148-016-0184-7
中图分类号:
R73 [肿瘤学];
学科分类号:
100214 ;
摘要:
Background: We examined whether differences in tumor DNA methylation were associated with more aggressive hormone receptor-negative breast cancer in an ethnically diverse group of patients in the Breast Cancer Care in Chicago (BCCC) study and using data from The Cancer Genome Atlas (TCGA). Results: DNA was extracted from formalin-fixed, paraffin-embedded samples on 75 patients (21 White, 31 African-American, and 23 Hispanic) (training dataset) enrolled in the BCCC. Hormone receptor status was defined as negative if tumors were negative for both estrogen and progesterone (ER/PR) receptors (N = 22/75). DNA methylation was analyzed at 1505 CpG sites within 807 gene promoters using the Illumina GoldenGate assay. Differential DNA methylation as a predictor of hormone receptor status was tested while controlling for false discovery rate and assigned to the gene closest to the respective CpG site. Next, those genes that predicted ER/PR status were validated using TCGA data with respect to DNA methylation (validation dataset), and correlations between CpG methylation and gene expression were examined. In the training dataset, 5.7 % of promoter mean methylation values (46/807) were associated with receptor status at P < 0.05; for 88 % of these (38/46), hypermethylation was associated with receptor-positive disease. Hypermethylation for FZD9, MME, BCAP31, HDAC9, PAX6, SCGB3A1, PDGFRA, IGFBP3, and PTGS2 genes most strongly predicted receptor-positive disease. Twenty-one of 24 predictor genes from the training dataset were confirmed in the validation dataset. The level of DNA methylation at 19 out 22 genes, for which gene expression data were available, was associated with gene activity. Conclusions: Higher levels of promoter methylation strongly correlate with hormone receptor positive status of breast tumors. For most of the genes identified in our training dataset as ER/PR receptor status predictors, DNA methylation correlated with stable gene expression level. The predictors performed well when evaluated on independent set of samples, with different racioethnic distribution, thus providing evidence that this set of DNA methylation biomarkers will likely generalize to prospective patient samples.
机构:
Maastricht Univ, Med Ctr, Div Med Oncol, POB 5800, NL-6202 AZ Maastricht, Netherlands
Maastricht Univ, Med Ctr, Sch Oncol & Dev Biol, GROW, NL-6200 MD Maastricht, NetherlandsMaastricht Univ, Med Ctr, Div Med Oncol, POB 5800, NL-6202 AZ Maastricht, Netherlands
de Ruijter, Tim C.
van der Heide, Frank
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机构:
Maastricht Univ, Med Ctr, Div Med Oncol, POB 5800, NL-6202 AZ Maastricht, NetherlandsMaastricht Univ, Med Ctr, Div Med Oncol, POB 5800, NL-6202 AZ Maastricht, Netherlands
van der Heide, Frank
Smits, Kim M.
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机构:
Maastricht Univ, Med Ctr, Div Med Oncol, POB 5800, NL-6202 AZ Maastricht, Netherlands
Maastricht Univ, Med Ctr, Sch Oncol & Dev Biol, GROW, NL-6200 MD Maastricht, Netherlands
Maastricht Univ, Med Ctr, Dept Pathol, NL-6202 AZ Maastricht, NetherlandsMaastricht Univ, Med Ctr, Div Med Oncol, POB 5800, NL-6202 AZ Maastricht, Netherlands
Smits, Kim M.
Aarts, Maureen J.
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机构:
Maastricht Univ, Med Ctr, Div Med Oncol, POB 5800, NL-6202 AZ Maastricht, Netherlands
Maastricht Univ, Med Ctr, Sch Oncol & Dev Biol, GROW, NL-6200 MD Maastricht, NetherlandsMaastricht Univ, Med Ctr, Div Med Oncol, POB 5800, NL-6202 AZ Maastricht, Netherlands
Aarts, Maureen J.
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机构:
van Engeland, Manon
Heijnen, Vivianne C. G.
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机构:
Maastricht Univ, Med Ctr, Div Med Oncol, POB 5800, NL-6202 AZ Maastricht, Netherlands
Maastricht Univ, Med Ctr, Sch Oncol & Dev Biol, GROW, NL-6200 MD Maastricht, NetherlandsMaastricht Univ, Med Ctr, Div Med Oncol, POB 5800, NL-6202 AZ Maastricht, Netherlands
机构:
Henry M Jackson Fdn Adv Mil Med, Clin Breast Care Project, Windber, PA USAHarvard Univ, Brigham & Womens Hosp, Dept Obstet Gynecol & Reprod Biol, Sch Med,Obstet & Gynecol Epidemiol Ctr, Boston, MA 02115 USA
机构:
Windber Res Inst, Clin Breast Care Project, Windber, PA USAHarvard Univ, Brigham & Womens Hosp, Dept Obstet Gynecol & Reprod Biol, Sch Med,Obstet & Gynecol Epidemiol Ctr, Boston, MA 02115 USA
Valente, Allyson L.
Shriver, Craig D.
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机构:
Walter Reed Natl Mil Med Ctr, Clin Breast Care Project, Bethesda, MD USAHarvard Univ, Brigham & Womens Hosp, Dept Obstet Gynecol & Reprod Biol, Sch Med,Obstet & Gynecol Epidemiol Ctr, Boston, MA 02115 USA
机构:
US Mil Canc Inst, Rockville, MD 20852 USAUS Mil Canc Inst, Rockville, MD 20852 USA
Andaya, Abegail A.
Enewold, Lindsey
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机构:
US Mil Canc Inst, Rockville, MD 20852 USAUS Mil Canc Inst, Rockville, MD 20852 USA
Enewold, Lindsey
Horner, Marie-Josephe
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机构:
NCI, NIH, Rockville, MD USAUS Mil Canc Inst, Rockville, MD 20852 USA
Horner, Marie-Josephe
Jatoi, Ismail
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机构:
UT Hlth Sci Ctr San Antonio, Dept Surg, San Antonio, TX USAUS Mil Canc Inst, Rockville, MD 20852 USA
Jatoi, Ismail
Shriver, Craig D.
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h-index: 0
机构:
US Mil Canc Inst, Rockville, MD 20852 USA
Walter Reed Natl Mil Med Ctr, Bethesda, MD USA
Uniformed Serv Univ Hlth Sci, Bethesda, MD 20814 USAUS Mil Canc Inst, Rockville, MD 20852 USA
Shriver, Craig D.
Zhu, Kangmin
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机构:
US Mil Canc Inst, Rockville, MD 20852 USA
Uniformed Serv Univ Hlth Sci, Bethesda, MD 20814 USAUS Mil Canc Inst, Rockville, MD 20852 USA