DNA methylation at enhancers identifies distinct breast cancer lineages

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作者
Thomas Fleischer
Xavier Tekpli
Anthony Mathelier
Shixiong Wang
Daniel Nebdal
Hari P. Dhakal
Kristine Kleivi Sahlberg
Ellen Schlichting
Anne-Lise Børresen-Dale
Elin Borgen
Bjørn Naume
Ragnhild Eskeland
Arnoldo Frigessi
Jörg Tost
Antoni Hurtado
Vessela N. Kristensen
机构
[1] Oslo University Hospital,Department of Cancer Genetics, Institute for Cancer Research
[2] The Norwegian Radium Hospital,Department of Clinical Molecular Biology and Laboratory Science (EpiGen)
[3] Akershus University hospital,Centre for Molecular Medicine Norway (NCMM)
[4] Division of Medicine,Department of Pathology
[5] University of Oslo,Department of Research
[6] Oslo University Hospital,Department of Oncology
[7] Vestre Viken Hospital Trust,Department of Biosciences
[8] Oslo University Hospital,Department of Immunology
[9] University of Oslo,Department of Biostatistics, Oslo Centre for Biostatistics and Epidemiology
[10] Norwegian Center for Stem Cell Research,Laboratory for Epigenetics and Environment, Centre National de Génotypage
[11] Oslo University Hospital,Institute of Clinical Medicine, Faculty of Medicine
[12] University of Oslo and Research Support Services,Department of Pathology, Institute of Clinical Medicine
[13] Oslo University Hospital,Department of Oncology, Institute for Clinical Medicine
[14] CEA–Institut de Génomique,Division of Medicine
[15] University of Oslo,Oslo and Akershus University College of Applied Sciences
[16] Akershus University Hospital,Department of Circulation and Medical Imaging
[17] Akershus University Hospital,Department of Tumor Biology, Institute for Cancer Research
[18] Akershus University Hospital,Department of Pharmacy, Faculty of Health Sciences
[19] Cancer Registry of Norway,Centre for Cancer Biomedicine
[20] Faculty of Health Science,Department of Computer Science
[21] Norwegian University of Science and Technology (NTNU),Department of Breast and Endocrine Surgery
[22] Oslo University Hospital,Department of Pathology
[23] University of Tromsø,undefined
[24] University of Oslo,undefined
[25] University of Oslo,undefined
[26] Vestre Viken Hospital Trust,undefined
[27] Vestre Viken Hospital Trust,undefined
[28] Østfold Hospital,undefined
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摘要
Breast cancers exhibit genome-wide aberrant DNA methylation patterns. To investigate how these affect the transcriptome and which changes are linked to transformation or progression, we apply genome-wide expression–methylation quantitative trait loci (emQTL) analysis between DNA methylation and gene expression. On a whole genome scale, in cis and in trans, DNA methylation and gene expression have remarkably and reproducibly conserved patterns of association in three breast cancer cohorts (n = 104, n = 253 and n = 277). The expression–methylation quantitative trait loci associations form two main clusters; one relates to tumor infiltrating immune cell signatures and the other to estrogen receptor signaling. In the estrogen related cluster, using ChromHMM segmentation and transcription factor chromatin immunoprecipitation sequencing data, we identify transcriptional networks regulated in a cell lineage-specific manner by DNA methylation at enhancers. These networks are strongly dominated by ERα, FOXA1 or GATA3 and their targets were functionally validated using knockdown by small interfering RNA or GRO-seq analysis after transcriptional stimulation with estrogen.
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