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Updated: Jan 10, 2026

Systems Biology of Metabolic Regulation by Estrogen Receptor Signaling in Breast Cancer
Published on: March 17, 2016
Characterizing heterogeneous cis-regulatory elements in gene regulatory programs associated with breast cancer
Chisa Hori1,2, Kohei Kumegawa3, Sumito Saeki1,4
1Division of Cancer Epigenomics, Cancer Institute, Japanese Foundation for Cancer Research, Tokyo, Japan.
Background:
Cis-regulatory elements (CREs) control oncogene expression and malignant phenotypes. The high clinicopathological heterogeneity of cancer cannot be explained by gene expression alone, being attributed to CRE heterogeneity. However, characterizing cancer-associated CREs is challenging. To address this issue, we performed a single-cell epigenomic analysis of clinical specimens.
Methods:
To map the multicellular ecosystem of breast cancer (BC) and identify candidate CREs (cCREs), we performed a single-cell assay for transposase-accessible chromatin with sequencing (scATAC-seq) of 38 prospectively collected BC samples with various clinicopathological characteristics.
Results:
First, we performed single-cell chromatin accessibility profiling of a high-quality set of 22,775 cells from BC samples. Cells were annotated using marker gene accessibility and integration with existing single-cell RNA sequencing data. The chromatin accessibility patterns exhibited by cancer cells were consistent with the clinicopathological features of each tumor. We identified 224,585 cCREs across the BC ecosystem. By identifying cluster-specific differentially accessible cCREs (DA-cCREs) and constructing a putative enhancer-promoter network, we mapped the cis-regulatory landscape for cancer cells and the tumor microenvironment. The accessibility of putative enhancers targeting the same gene differed within or between tumors, highlighting intra- and inter-cis-regulatory tumor heterogeneity.
Conclusions:
This study provides a valuable resource for future epigenetic research on BC and highlights the diverse regulatory landscape within or among tumor(s), suggesting that cCREs regulate intra- and intertumor heterogeneity.
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