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A hidden Markov model to identify combinatorial epigenetic regulation patterns for estrogen receptor α target genes

by: Russell Bonneville, Victor X. Jin
Bioinformatics, Vol. 29, No. 1. (01 January 2013), pp. 22-28, doi:10.1093/bioinformatics/bts639  Key: citeulike:11868124

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Abstract

Motivation: Many studies have shown that epigenetic changes, such as altered DNA methylation and histone modifications, are linked to estrogen receptor α (ERα)-positive tumors and disease prognoses. Several recent studies have applied high-throughput technologies such as ChIP-seq and MBD-seq to interrogate the altered architectures of ERα regulation in tamoxifen (Tam)-resistant breast cancer cells. However, the details of combinatorial epigenetic regulation of ERα target genes in breast cancers with acquired Tam resistance have not yet been fully examined.


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