ArticleBMC medical genomics2020
Specific chromatin landscapes and transcription factors couple breast cancer subtype with metastatic relapse to lung or brain.
Article in BMC medical genomics, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis that pooled it.
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Who cites it
22 citing papers in PubMed, 1 synthesis or guideline pooled it, 42 citations in OpenAlex.
- Bibliometric Analysis of ATAC-Seq and Its Use in Cancer Biology via Nucleic Acid Detection.Frontiers in medicine · 2020Pooled it
- Multi-omics elucidation of KDM5C, KDM6A, and KMT2B roles in cancer epigenetic dysregulation and transcriptional reprogramming.Communications biology · 2025Article
- The epigenetic landscape of brain metastasis.Oncogene · 2025Review
- An in vivo screen identifies NAT10 as a master regulator of brain metastasis.Science advances · 2025Article
- Epigenetic regulation of breast cancer metastasis.Cancer metastasis reviews · 2024Review
- Temporal chromatin accessibility changes define transcriptional states essential for osteosarcoma metastasis.Nature communications · 2023Article
- Chromatin Organization and Transcriptional Programming of Breast Cancer Cell Identity.Endocrinology · 2023Review
- Epigenetic markers and therapeutic targets for metastasis.Cancer metastasis reviews · 2023Review
- Profiling the immune epigenome across global cattle breeds.Genome biology · 2023Article
- ZBTB18 restricts chromatin accessibility and prevents transcriptional adaptations that drive metastasis.Science advances · 2023Article
- Deletion of mdig enhances H3K36me3 and metastatic potential of the triple negative breast cancer cells.iScience · 2022Article
- Human WDR5 promotes breast cancer growth and metastasis via KMT2-independent translation regulation.eLife · 2022Article
- CECR2 drives breast cancer metastasis by promoting NF-κB signaling and macrophage-mediated immune suppression.Science translational medicine · 2022Article
- Interaction between BEND5 and RBPJ suppresses breast cancer growth and metastasis via inhibiting Notch signaling.International journal of biological sciences · 2022Article
- Analysis of Clinical Characteristics, Treatment, and Prognostic Factors of 106 Breast Cancer Patients With Solitary Pulmonary Nodules.Frontiers in surgery · 2022Article
- MAL2 mediates the formation of stable HER2 signaling complexes within lipid raft-rich membrane protrusions in breast cancer cells.Cell reports · 2021Article
- Subtype-Independent ANP32E Reduction During Breast Cancer Progression in Accordance with Chromatin Relaxation.BMC cancer · 2021Article
- The roles of epigenetics in cancer progression and metastasis.The Biochemical journal · 2021Review
- EARN: an ensemble machine learning algorithm to predict driver genes in metastatic breast cancer.BMC medical genomics · 2021Article
- Derivation and Application of Molecular Signatures to Prostate Cancer: Opportunities and Challenges.Cancers · 2021Review
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Authors and funding
7 authors at 4 institutions in 1 country.
Funding
Abstract
backgroundFew somatic mutations have been linked to breast cancer metastasis, whereas transcriptomic differences among primary tumors correlate with incidence of metastasis, especially to the lungs and brain. However, the epigenomic alterations and transcription factors (TFs) which underlie these alterations remain unclear.
methodsTo identify these, we performed RNA-seq, Chromatin Immunoprecipitation and sequencing (ChIP-seq) and Assay for Transposase-Accessible Chromatin using sequencing (ATAC-seq) of the MDA-MB-231 cell line and its brain (BrM2) and lung (LM2) metastatic sub-populations. We incorporated ATAC-seq data from TCGA to assess metastatic open chromatin signatures, and gene expression data from human metastatic datasets to nominate transcription factor biomarkers.
resultsOur integrated epigenomic analyses found that lung and brain metastatic cells exhibit both shared and distinctive signatures of active chromatin. Notably, metastatic sub-populations exhibit increased activation of both promoters and enhancers. We also integrated these data with chromosome conformation capture coupled with ChIP-seq (HiChIP) derived enhancer-promoter interactions to predict enhancer-controlled pathway alterations. We found that enhancer changes are associated with endothelial cell migration in LM2, and negative regulation of epithelial cell proliferation in BrM2. Promoter changes are associated with vasculature development in LM2 and homophilic cell adhesion in BrM2. Using ATAC-seq, we identified a metastasis open-chromatin signature that is elevated in basal-like and HER2-enriched breast cancer subtypes and associates with worse prognosis in human samples. We further uncovered TFs associated with the open chromatin landscapes of metastatic cells and whose expression correlates with risk for metastasis. While some of these TFs are associated with primary breast tumor subtypes, others more specifically correlate with lung or brain metastasis.
conclusionsWe identify distinctive epigenomic properties of breast cancer cells that metastasize to the lung and brain. We also demonstrate that signatures of active chromatin sites are partially linked to human breast cancer subtypes with poor prognosis, and that specific TFs can independently distinguish lung and brain relapse.
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