Genes suppressed by DNA methylation in non-small cell lung cancer reveal the epigenetics of epithelial-mesenchymal transition

被引:40
|
作者
Lin, Steven H. [1 ]
Wang, Jing [2 ]
Saintigny, Pierre [3 ]
Wu, Chia-Chin [4 ]
Giri, Uma [5 ]
Zhang, Jing [1 ]
Menju, Toshi [5 ]
Diao, Lixia [1 ]
Byers, Lauren [5 ]
Weinstein, John N. [2 ]
Coombes, Kevin R. [6 ]
Girard, Luc [7 ]
Komaki, Ritsuko [1 ]
Wistuba, Ignacio I. [8 ]
Date, Hiroshi [9 ]
Minna, John D. [7 ]
Heymach, John V. [5 ]
机构
[1] Univ Texas MD Anderson Canc Ctr, Dept Radiat Oncol, Houston, TX 77030 USA
[2] Univ Texas MD Anderson Canc Ctr, Dept Bioinformat & Computat Biol, Houston, TX 77030 USA
[3] CNRS, Ctr Leon Berard, Mixte CLB 5286, Canc Res Ctr Lyon,UMR INSERM 1052, F-69373 Lyon 08, France
[4] Univ Texas MD Anderson Canc Ctr, Dept Genom Med, Houston, TX 77030 USA
[5] Univ Texas MD Anderson Canc Ctr, Dept Thorac Head & Neck Med Oncol, Houston, TX 77030 USA
[6] Ohio State Univ, Coll Med, Columbus, OH 43210 USA
[7] Univ Texas SW Med Ctr Dallas, Hamon Ctr Therapeut Oncol, Dallas, TX 75390 USA
[8] Univ Texas MD Anderson Canc Ctr, Dept Pathol, Houston, TX 77030 USA
[9] Kyoto Univ Hosp, Dept Thorac Surg, Kyoto 606, Japan
来源
BMC GENOMICS | 2014年 / 15卷
基金
美国国家卫生研究院;
关键词
DNA methylation; Epithelial-mesenchymal transition; Erlotinib; Lung cancer; CPG-ISLAND METHYLATION; PROMOTER METHYLATION; IN-VITRO; EXPRESSION; INACTIVATION; SIGNATURE; EPIGENOMICS; SENSITIVITY; REGULATORS; EGFR;
D O I
10.1186/1471-2164-15-1079
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: DNA methylation is associated with aberrant gene expression in cancer, and has been shown to correlate with therapeutic response and disease prognosis in some types of cancer. We sought to investigate the biological significance of DNA methylation in lung cancer. Results: We integrated the gene expression profiles and data of gene promoter methylation for a large panel of non-small cell lung cancer cell lines, and identified 578 candidate genes with expression levels that were inversely correlated to the degree of DNA methylation. We found these candidate genes to be differentially methylated in normal lung tissue versus non-small cell lung cancer tumors, and segregated by histologic and tumor subtypes. We used gene set enrichment analysis of the genes ranked by the degree of correlation between gene expression and DNA methylation to identify gene sets involved in cellular migration and metastasis. Our unsupervised hierarchical clustering of the candidate genes segregated cell lines according to the epithelial-to-mesenchymal transition phenotype. Genes related to the epithelial-to-mesenchymal transition, such as AXL, ESRP1, HoxB4, and SPINT1/2, were among the nearly 20% of the candidate genes that were differentially methylated between epithelial and mesenchymal cells. Greater numbers of genes were methylated in the mesenchymal cells and their expressions were upregulated by 5-azacytidine treatment. Methylation of the candidate genes was associated with erlotinib resistance in wild-type EGFR cell lines. The expression profiles of the candidate genes were associated with 8-week disease control in patients with wild-type EGFR who had unresectable non-small cell lung cancer treated with erlotinib, but not in patients treated with sorafenib. Conclusions: Our results demonstrate that the underlying biology of genes regulated by DNA methylation may have predictive value in lung cancer that can be exploited therapeutically.
引用
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页数:15
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