Cytosine methylation profiles as a molecular marker in non-small cell lung cancer

被引:49
作者
Ehrich, Mathias
Field, John K.
Liloglou, Triantafillos
Xinarianos, George
Oeth, Paul
Nelson, Matthew R.
Cantor, Charles R.
van den Boom, Dirk
机构
[1] SEQUENOM Inc, San Diego, CA 92121 USA
[2] Univ Liverpool, Canc Res Ctr, Roy Castle Lung Canc Res, Liverpool L69 3BX, Merseyside, England
关键词
D O I
10.1158/0008-5472.CAN-06-0400
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Aberrant promoter methylation is frequently observed in different types of lung cancer. Epigenetic modifications are believed to occur before the clinical onset of the disease and hence hold a great promise as early detection markers. Extensive analysis of DNA methylation has been impeded by methods that are either too labor intensive to allow large-scale studies or not sufficiently quantitative to measure subtle changes in the degree of methylation. We used a novel quantitative DNA methylation analysis technology to complete a large-scale cytosine methylation profiling study involving 47 gene promoter regions in 96 lung cancer patients. Each individual contributed a lung cancer specimen and corresponding adjacent normal tissue. The study identified six genes with statistically significant differences in methylation between normal and tumor tissue (P < 10(-6)). We explored the quantitative methylation data using an unsupervised hierarchical clustering algorithm. The data analysis revealed that methylation patterns differentiate normal from tumor tissue. For validation of our approach, we divided the samples to train a classifier and test its performance. We were able to distinguish normal from lung cancer tissue with > 95% sensitivity and specificity. These results show that quantitative cytosine methylation profiling can be used to identify molecular classification markers in lung cancer.
引用
收藏
页码:10911 / 10918
页数:8
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