ArticleThe Journal of pathology2016
Three-dimensional modelling identifies novel genetic dependencies associated with breast cancer progression in the isogenic MCF10 model.
Article in The Journal of pathology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 35 papers.
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Who cites it
35 citing papers in PubMed, 52 citations in OpenAlex.
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- Co-occurrence of transcriptionally distinct persister cell states underpins neoadjuvant therapy resistance in triple‑negative breast cancer.Genome medicine · 2026Article
- PCSK5M452I Is a Recessive Hypomorph Exclusive to MCF10DCIS.com Cells.Molecular cancer research : MCR · 2026Article
- Targeting ubiquitin-specific protease 14 reduces metastatic potential and metabolic activity in cervical cancer via direct modulation of monocarboxylate transporter-4.Journal of translational medicine · 2025Article
- Mitochondrial mechanotransduction through MIEF1 coordinates the nuclear response to forces.Nature cell biology · 2024Article
- A Fibroblast-Derived Secretome Stimulates the Growth and Invasiveness of 3D Plexiform Neurofibroma Spheroids.Cancers · 2024Article
- Grainyhead-like-2, an epithelial master programmer, promotes interferon induction and suppresses breast cancer recurrence.Molecular immunology · 2024Article
- LATS1 controls CTCF chromatin occupancy and hormonal response of 3D-grown breast cancer cells.The EMBO journal · 2024Article
- Progression from ductal carcinoma in situ to invasive breast cancer: molecular features and clinical significance.Signal transduction and targeted therapy · 2024Review
- Identification and evaluation of a risk model predicting the prognosis of breast cancer based on characteristic signatures.Translational cancer research · 2023Article
- m6A regulates breast cancer proliferation and migration through stage-dependent changes in Epithelial to Mesenchymal Transition gene expression.Frontiers in oncology · 2023Article
- Knockdown of CKAP2 Inhibits Proliferation, Migration, and Aggregate Formation in Aggressive Breast Cancer.Cancers · 2022Article
- Mitochondrial fission links ECM mechanotransduction to metabolic redox homeostasis and metastatic chemotherapy resistance.Nature cell biology · 2022Article
- Modeling Tumor: Lymphatic Interactions in Lymphatic Metastasis of Triple Negative Breast Cancer.Cancers · 2021Article
- Hi-C profiling of cancer spheroids identifies 3D-growth-specific chromatin interactions in breast cancer endocrine resistance.Clinical epigenetics · 2021Article
- Engineering strategies to capture the biological and biophysical tumor microenvironment in vitro.Advanced drug delivery reviews · 2021Review
- 3D Functional Genomics Screens Identify CREBBP as a Targetable Driver in Aggressive Triple-Negative Breast Cancer.Cancer research · 2021Article
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Authors and funding
13 authors at 4 institutions in 1 country.
Funding
Abstract
The initiation and progression of breast cancer from the transformation of the normal epithelium to ductal carcinoma in situ (DCIS) and invasive disease is a complex process involving the acquisition of genetic alterations and changes in gene expression, alongside microenvironmental and recognized histological alterations. Here, we sought to comprehensively characterise the genomic and transcriptomic features of the MCF10 isogenic model of breast cancer progression, and to functionally validate potential driver alterations in three-dimensional (3D) spheroids that may provide insights into breast cancer progression, and identify targetable alterations in conditions more similar to those encountered in vivo. We performed whole genome, exome and RNA sequencing of the MCF10 progression series to catalogue the copy number and mutational and transcriptomic landscapes associated with progression. We identified a number of predicted driver mutations (including PIK3CA and TP53) that were acquired during transformation of non-malignant MCF10A cells to their malignant counterparts that are also present in analysed primary breast cancers from The Cancer Genome Atlas (TCGA). Acquisition of genomic alterations identified MYC amplification and previously undescribed RAB3GAP1-HRAS and UBA2-PDCD2L expressed in-frame fusion genes in malignant cells. Comparison of pathway aberrations associated with progression showed that, when cells are grown as 3D spheroids, they show perturbations of cancer-relevant pathways. Functional interrogation of the dependency on predicted driver events identified alterations in HRAS, PIK3CA and TP53 that selectively decreased cell growth and were associated with progression from preinvasive to invasive disease only when cells were grown as spheroids. Our results have identified changes in the genomic repertoire in cell lines representative of the stages of breast cancer progression, and demonstrate that genetic dependencies can be uncovered when cells are grown in conditions more like those in vivo. The MCF10 progression series therefore represents a good model with which to dissect potential biomarkers and to evaluate therapeutic targets involved in the progression of breast cancer. © 2016 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of Pathological Society of Great Britain and Ireland.
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