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1.
J Mammary Gland Biol Neoplasia ; 29(1): 9, 2024 May 02.
Article in English | MEDLINE | ID: mdl-38695983

ABSTRACT

Improved screening and treatment have decreased breast cancer mortality, although incidence continues to rise. Women at increased risk of breast cancer can be offered risk reducing treatments, such as tamoxifen, but this has not been shown to reduce breast cancer mortality. New, more efficacious, risk-reducing agents are needed. The identification of novel candidates for prevention is hampered by a lack of good preclinical models. Current patient derived in vitro and in vivo models cannot fully recapitulate the complexities of the human tissue, lacking human extracellular matrix, stroma, and immune cells, all of which are known to influence therapy response. Here we describe a normal breast explant model utilising a tuneable hydrogel which maintains epithelial proliferation, hormone receptor expression, and residency of T cells and macrophages over 7 days. Unlike other organotypic tissue cultures which are often limited by hyper-proliferation, loss of hormone signalling, and short treatment windows (< 48h), our model shows that tissue remains viable over 7 days with none of these early changes. This offers a powerful and unique opportunity to model the normal breast and study changes in response to various risk factors, such as breast density and hormone exposure. Further validation of the model, using samples from patients undergoing preventive therapies, will hopefully confirm this to be a valuable tool, allowing us to test novel agents for breast cancer risk reduction preclinically.


Subject(s)
Cell Proliferation , Humans , Female , Cell Proliferation/physiology , Breast/pathology , Breast Neoplasms/pathology , Breast Neoplasms/prevention & control , Hydrogels , Mammary Glands, Human/pathology , Macrophages/metabolism , Macrophages/immunology
2.
J Med Chem ; 67(7): 5837-5853, 2024 Apr 11.
Article in English | MEDLINE | ID: mdl-38533580

ABSTRACT

The methyl-lysine reader protein SPIN1 plays important roles in various human diseases. However, targeting methyl-lysine reader proteins has been challenging. Very few cellularly active SPIN1 inhibitors have been developed. We previously reported that our G9a/GLP inhibitor UNC0638 weakly inhibited SPIN1. Here, we present our comprehensive structure-activity relationship study that led to the discovery of compound 11, a dual SPIN1 and G9a/GLP inhibitor, and compound 18 (MS8535), a SPIN1 selective inhibitor. We solved the cocrystal structure of SPIN1 in complex with 11, confirming that 11 occupied one of the three Tudor domains. Importantly, 18 displayed high selectivity for SPIN1 over 38 epigenetic targets, including G9a/GLP, and concentration dependently disrupted the interactions of SPIN1 and H3 in cells. Furthermore, 18 was bioavailable in mice. We also developed 19 (MS8535N), which was inactive against SPIN1, as a negative control of 18. Collectively, these compounds are useful chemical tools to study biological functions of SPIN1.


Subject(s)
Lysine , Tudor Domain , Humans , Animals , Mice , Structure-Activity Relationship
3.
Sci Rep ; 14(1): 328, 2024 01 03.
Article in English | MEDLINE | ID: mdl-38172189

ABSTRACT

H3K27-altered Diffuse Midline Glioma (DMG) is a universally fatal paediatric brainstem tumour. The prevalent driver mutation H3K27M creates a unique epigenetic landscape that may also establish therapeutic vulnerabilities to epigenetic inhibitors. However, while HDAC, EZH2 and BET inhibitors have proven somewhat effective in pre-clinical models, none have translated into clinical benefit due to either poor blood-brain barrier penetration, lack of efficacy or toxicity. Thus, there remains an urgent need for new DMG treatments. Here, we performed wider screening of an epigenetic inhibitor library and identified inhibitors of protein arginine methyltransferases (PRMTs) among the top hits reducing DMG cell viability. Two of the most effective inhibitors, LLY-283 and GSK591, were targeted against PRMT5 using distinct binding mechanisms and reduced the viability of a subset of DMG cells expressing wild-type TP53 and mutant ACVR1. RNA-sequencing and phenotypic analyses revealed that LLY-283 could reduce the viability, clonogenicity and invasion of DMG cells in vitro, representing three clinically important phenotypes, but failed to prolong survival in an orthotopic xenograft model. Together, these data show the challenges of DMG treatment and highlight PRMT5 inhibitors for consideration in future studies of combination treatments.


Subject(s)
Brain Neoplasms , Brain Stem Neoplasms , Glioma , Child , Humans , Blood-Brain Barrier , Brain Stem Neoplasms/drug therapy , Brain Stem Neoplasms/genetics , Cell Survival , Combined Modality Therapy , Glioma/drug therapy , Glioma/genetics , Mutation , Brain Neoplasms/drug therapy , Brain Neoplasms/genetics , Protein-Arginine N-Methyltransferases/genetics
4.
Bioorg Med Chem Lett ; 98: 129546, 2024 Jan 15.
Article in English | MEDLINE | ID: mdl-37944866

ABSTRACT

Epigenetic proteins containing YEATS domains (YD) are an emerging target class in drug discovery. Described herein are the discovery and characterization efforts associated with PFI-6, a new chemical probe for the YD of MLLT1 (ENL/YEATS1) and MLLT3 (AF9/YEATS3). For hit identification, fragment-like mimetics of endogenous YD ligands (crotonylated histone-containing proteins), were synthesized via parallel medicinal chemistry (PMC) and screened for MLLT1 binding. Subsequent SAR studies led to iterative MLLT1/3 binding and selectivity improvements, culminating in the discovery of PFI-6. PFI-6 demonstrates good affinity and selectivity for MLLT1/3 vs. other human YD proteins (YEATS2/4) and engages MLLT3 in cells. Small-molecule X-ray co-crystal structures of two molecules, including PFI-6, bound to the YD of MLLT1/3 are also described. PFI-6 may be a useful tool molecule to better understand the biological effects associated with modulation of MLLT1/3.


Subject(s)
Histones , Nuclear Proteins , Humans , Nuclear Proteins/metabolism , Histones/metabolism , Protein Domains , Drug Discovery , Neoplasm Proteins/metabolism , Transcription Factors/metabolism
5.
J Med Chem ; 66(1): 460-472, 2023 01 12.
Article in English | MEDLINE | ID: mdl-36562986

ABSTRACT

A series of small-molecule YEATS4 binders have been discovered as part of an ongoing research effort to generate high-quality probe molecules for emerging and/or challenging epigenetic targets. Analogues such as 4d and 4e demonstrate excellent potency and selectivity for YEATS4 binding versus YEATS1,2,3 and exhibit good physical properties and in vitro safety profiles. A new X-ray crystal structure confirms direct binding of this chemical series to YEATS4 at the lysine acetylation recognition site of the YEATS domain. Multiple analogues engage YEATS4 with nanomolar potency in a whole-cell nanoluciferase bioluminescent resonance energy transfer assay. Rodent pharmacokinetic studies demonstrate the competency of several analogues as in vivo-capable binders.


Subject(s)
Gene Expression Regulation , Protein Processing, Post-Translational , Protein Domains , Acetylation , Epigenesis, Genetic
6.
NPJ Breast Cancer ; 7(1): 65, 2021 May 28.
Article in English | MEDLINE | ID: mdl-34050172

ABSTRACT

Cancer stem-like cells (CSC) contribute to therapy resistance and recurrence. Focal adhesion kinase (FAK) has a role in CSC regulation. We determined the effect of FAK inhibition on breast CSC activity alone and in combination with adjuvant therapies. FAK inhibition reduced CSC activity and self-renewal across all molecular subtypes in primary human breast cancer samples. Combined FAK and paclitaxel reduced self-renewal in triple negative cell lines. An invasive breast cancer cohort confirmed high FAK expression correlated with increased risk of recurrence and reduced survival. Co-expression of FAK and CSC markers was associated with the poorest prognosis, identifying a high-risk patient population. Combined FAK and paclitaxel treatment reduced tumour size, Ki67, ex-vivo mammospheres and ALDH+ expression in two triple negative patient derived Xenograft (PDX) models. Combined treatment reduced tumour initiation in a limiting dilution re-implantation PDX model. Combined FAK inhibition with adjuvant therapy has the potential to improve breast cancer survival.

7.
Cancer Res ; 81(4): 847-859, 2021 02 15.
Article in English | MEDLINE | ID: mdl-33509944

ABSTRACT

Triple-negative breast cancers (TNBC) are resistant to standard-of-care chemotherapy and lack known targetable driver gene alterations. Identification of novel drivers could aid the discovery of new treatment strategies for this hard-to-treat patient population, yet studies using high-throughput and accurate models to define the functions of driver genes in TNBC to date have been limited. Here, we employed unbiased functional genomics screening of the 200 most frequently mutated genes in breast cancer, using spheroid cultures to model in vivo-like conditions, and identified the histone acetyltransferase CREBBP as a novel tumor suppressor in TNBC. CREBBP protein expression in patient tumor samples was absent in 8% of TNBCs and at a high frequency in other tumors, including squamous lung cancer, where CREBBP-inactivating mutations are common. In TNBC, CREBBP alterations were associated with higher genomic heterogeneity and poorer patient survival and resulted in upregulation and dependency on a FOXM1 proliferative program. Targeting FOXM1-driven proliferation indirectly with clinical CDK4/6 inhibitors (CDK4/6i) selectively impaired growth in spheroids, cell line xenografts, and patient-derived models from multiple tumor types with CREBBP mutations or loss of protein expression. In conclusion, we have identified CREBBP as a novel driver in aggressive TNBC and identified an associated genetic vulnerability in tumor cells with alterations in CREBBP and provide a preclinical rationale for assessing CREBBP alterations as a biomarker of CDK4/6i response in a new patient population. SIGNIFICANCE: This study demonstrates that CREBBP genomic alterations drive aggressive TNBC, lung cancer, and lymphomas and may be selectively treated with clinical CDK4/6 inhibitors.


Subject(s)
CREB-Binding Protein/physiology , Carcinogenesis/genetics , Triple Negative Breast Neoplasms/genetics , Triple Negative Breast Neoplasms/pathology , Animals , CREB-Binding Protein/genetics , Cell Proliferation/genetics , Cells, Cultured , Drug Screening Assays, Antitumor/methods , Female , Genomics/methods , HCT116 Cells , HEK293 Cells , Humans , Mice , Mice, Inbred NOD , Mice, Nude , Molecular Targeted Therapy , Mutation , Neoplasm Invasiveness , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/therapeutic use , Xenograft Model Antitumor Assays
8.
Wellcome Open Res ; 5: 42, 2020.
Article in English | MEDLINE | ID: mdl-36865034

ABSTRACT

Background: The leukaemia-derived Jurkat E6.1 cell line has been used as a model T cell in the study of many aspects of T cell biology, most notably activation in response to T cell receptor (TCR) engagement. Methods: We present whole-transcriptome RNA-Sequencing data for Jurkat E6.1 cells in the resting state and two hours post-activation via TCR and CD28. We compare early transcriptional responses in the presence and absence of the chemokines CXCL12 and CCL19, and perform a basic comparison between observed transcriptional responses in Jurkat E6.1 cells and those in primary human T cells using publicly deposited data. Results: Jurkat E6.1 cells have many of the hallmarks of standard T cell transcriptional responses to activation, but lack most of the depth of responses in primary cells. Conclusions: These data indicate that Jurkat E6.1 cells hence represent only a highly simplified model of early T cell transcriptional responses.

9.
Nat Commun ; 10(1): 5016, 2019 11 01.
Article in English | MEDLINE | ID: mdl-31676788

ABSTRACT

Dissemination of tumour cells to the bone marrow is an early event in breast cancer, however cells may lie dormant for many years before bone metastases develop. Treatment for bone metastases is not curative, therefore new adjuvant therapies which prevent the colonisation of disseminated cells into metastatic lesions are required. There is evidence that cancer stem cells (CSCs) within breast tumours are capable of metastasis, but the mechanism by which these colonise bone is unknown. Here, we establish that bone marrow-derived IL1ß stimulates breast cancer cell colonisation in the bone by inducing intracellular NFkB and CREB signalling in breast cancer cells, leading to autocrine Wnt signalling and CSC colony formation. Importantly, we show that inhibition of this pathway prevents both CSC colony formation in the bone environment, and bone metastasis. These findings establish that targeting IL1ß-NFKB/CREB-Wnt signalling should be considered for adjuvant therapy to prevent breast cancer bone metastasis.


Subject(s)
Bone Neoplasms/metabolism , Breast Neoplasms/metabolism , Interleukin-1beta/metabolism , Neoplastic Stem Cells/metabolism , Wnt Signaling Pathway , Animals , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Bone Neoplasms/drug therapy , Bone Neoplasms/secondary , Breast Neoplasms/drug therapy , Breast Neoplasms/pathology , Cell Line, Tumor , Female , HEK293 Cells , Humans , MCF-7 Cells , Mice, Inbred BALB C , Mice, Inbred NOD , Mice, Knockout , Mice, Nude , Mice, SCID , Neoplastic Stem Cells/drug effects , Neoplastic Stem Cells/pathology , Sulfasalazine/administration & dosage , Tumor Microenvironment/drug effects , Xenograft Model Antitumor Assays
10.
J Med Chem ; 62(20): 9008-9025, 2019 10 24.
Article in English | MEDLINE | ID: mdl-31550156

ABSTRACT

Modifications of histone tails, including lysine/arginine methylation, provide the basis of a "chromatin or histone code". Proteins that contain "reader" domains can bind to these modifications and form specific effector complexes, which ultimately mediate chromatin function. The spindlin1 (SPIN1) protein contains three Tudor methyllysine/arginine reader domains and was identified as a putative oncogene and transcriptional coactivator. Here we report a SPIN1 chemical probe inhibitor with low nanomolar in vitro activity, exquisite selectivity on a panel of methyl reader and writer proteins, and with submicromolar cellular activity. X-ray crystallography showed that this Tudor domain chemical probe simultaneously engages Tudor domains 1 and 2 via a bidentate binding mode. Small molecule inhibition and siRNA knockdown of SPIN1, as well as chemoproteomic studies, identified genes which are transcriptionally regulated by SPIN1 in squamous cell carcinoma and suggest that SPIN1 may have a role in cancer related inflammation and/or cancer metastasis.


Subject(s)
Cell Cycle Proteins/metabolism , Chromatin/metabolism , Microtubule-Associated Proteins/metabolism , Molecular Probes/chemistry , Phosphoproteins/metabolism , Tudor Domain , Cell Cycle Proteins/chemistry , Cell Line, Tumor , Crystallography, X-Ray , Humans , Microtubule-Associated Proteins/chemistry , Phosphoproteins/chemistry , Protein Conformation
11.
J Med Chem ; 62(20): 8996-9007, 2019 10 24.
Article in English | MEDLINE | ID: mdl-31260300

ABSTRACT

By screening an epigenetic compound library, we identified that UNC0638, a highly potent inhibitor of the histone methyltransferases G9a and GLP, was a weak inhibitor of SPIN1 (spindlin 1), a methyllysine reader protein. Our optimization of this weak hit resulted in the discovery of a potent, selective, and cell-active SPIN1 inhibitor, compound 3 (MS31). Compound 3 potently inhibited binding of trimethyllysine-containing peptides to SPIN1, displayed high binding affinity, was highly selective for SPIN1 over other epigenetic readers and writers, directly engaged SPIN1 in cells, and was not toxic to nontumorigenic cells. The crystal structure of the SPIN1-compound 3 complex indicated that it selectively binds tudor domain II of SPIN1. We also designed a structurally similar but inactive compound 4 (MS31N) as a negative control. Our results have demonstrated for the first time that potent, selective, and cell-active fragment-like inhibitors can be generated by targeting a single tudor domain.


Subject(s)
Cell Cycle Proteins/antagonists & inhibitors , Drug Discovery , Microtubule-Associated Proteins/antagonists & inhibitors , Phosphoproteins/antagonists & inhibitors , Quinazolines/pharmacology , Chromatography, High Pressure Liquid , Crystallography, X-Ray , HEK293 Cells , Humans , Molecular Structure , Proton Magnetic Resonance Spectroscopy , Quinazolines/chemistry
12.
SLAS Discov ; 24(2): 133-141, 2019 02.
Article in English | MEDLINE | ID: mdl-30359161

ABSTRACT

Eleven-nineteen leukemia (ENL) contains an epigenetic reader domain (YEATS domain) that recognizes lysine acylation on histone 3 and facilitates transcription initiation and elongation through its interactions with the super elongation complex (SEC) and the histone methyl transferase DOT1L. Although it has been known for its role as a fusion protein in mixed lineage leukemia (MLL), overexpression of native ENL, and thus dysregulation of downstream genes in acute myeloid leukemia (AML), has recently been implicated as a driver of disease that is reliant on the epigenetic reader activity of the YEATS domain. We developed a peptide displacement assay (histone 3 tail with acylated lysine) and screened a small-molecule library totaling more than 24,000 compounds for their propensity to disrupt the YEATS domain-histone peptide binding. Among these, we identified a first-in-class dual inhibitor of ENL ( Kd = 745 ± 45 nM) and its paralog AF9 ( Kd = 523 ± 53 nM) and performed "SAR by catalog" with the aim of starting the development of a chemical probe for ENL.


Subject(s)
Drug Discovery , Transcriptional Elongation Factors/antagonists & inhibitors , Transcriptional Elongation Factors/chemistry , Biophysical Phenomena , Drug Evaluation, Preclinical , HEK293 Cells , Histones/metabolism , Humans , Inhibitory Concentration 50 , Peptides/metabolism , Protein Domains , Structure-Activity Relationship
13.
Methods Enzymol ; 610: 27-58, 2018.
Article in English | MEDLINE | ID: mdl-30390803

ABSTRACT

Chemical probes are small molecules with potency and selectivity for a single or small number of protein targets. A good chemical probe engages its target intracellularly and is accompanied by a chemically similar, but inactive molecule to be used as a negative control in cellular phenotypic screening. The utility of these chemical probes is ultimately governed by how well they are developed and characterized. Chemical probes either as single entities, or in chemical probes sets are being increasingly used to interrogate the biological relevance of a target in a disease model. This chapter lays out the core properties of chemical probes, summarizes the seminal and emerging techniques used to demonstrate robust intracellular target engagement. Translation of target engagement assays to disease-relevant phenotypic assays using primary patient-derived cells and tissues is also reviewed. Two examples of epigenetic chemical probe discovery and utility are presented whereby target engagement pointed to novel disease associations elucidated from poorly understood protein targets. Finally, a number of examples are discussed whereby chemical probe sets, or "chemogenomic libraries" are used to illuminate new target-disease links which may represent future directions for chemical probe utility.


Subject(s)
Drug Discovery/methods , Drug Evaluation, Preclinical/methods , Small Molecule Libraries/chemistry , Small Molecule Libraries/pharmacology , Epigenesis, Genetic/drug effects , Humans , Molecular Targeted Therapy/methods
14.
Angew Chem Int Ed Engl ; 57(50): 16302-16307, 2018 12 10.
Article in English | MEDLINE | ID: mdl-30288907

ABSTRACT

YEATS domain (YD) containing proteins are an emerging class of epigenetic targets in drug discovery. Dysregulation of these modified lysine-binding proteins has been linked to the onset and progression of cancers. We herein report the discovery and characterisation of the first small-molecule chemical probe, SGC-iMLLT, for the YD of MLLT1 (ENL/YEATS1) and MLLT3 (AF9/YEATS3). SGC-iMLLT is a potent and selective inhibitor of MLLT1/3-histone interactions. Excellent selectivity over other human YD proteins (YEATS2/4) and bromodomains was observed. Furthermore, our probe displays cellular target engagement of MLLT1 and MLLT3. The first small-molecule X-ray co-crystal structures with the MLLT1 YD are also reported. This first-in-class probe molecule can be used to understand MLLT1/3-associated biology and the therapeutic potential of small-molecule YD inhibitors.


Subject(s)
Neoplasm Proteins/antagonists & inhibitors , Neoplasm Proteins/chemistry , Nuclear Proteins/antagonists & inhibitors , Nuclear Proteins/chemistry , Small Molecule Libraries/chemistry , Transcription Factors/antagonists & inhibitors , Transcription Factors/chemistry , Crystallography, X-Ray , Histones/metabolism , Humans , Molecular Docking Simulation , Neoplasm Proteins/metabolism , Nuclear Proteins/metabolism , Protein Domains , Protein Interaction Maps/drug effects , Small Molecule Libraries/pharmacology , Transcription Factors/metabolism
15.
Cell Rep ; 21(12): 3498-3513, 2017 Dec 19.
Article in English | MEDLINE | ID: mdl-29262329

ABSTRACT

Breast cancer progression, treatment resistance, and relapse are thought to originate from a small population of tumor cells, breast cancer stem cells (BCSCs). Identification of factors critical for BCSC function is therefore vital for the development of therapies. Here, we identify the arginine methyltransferase PRMT5 as a key in vitro and in vivo regulator of BCSC proliferation and self-renewal and establish FOXP1, a winged helix/forkhead transcription factor, as a critical effector of PRMT5-induced BCSC function. Mechanistically, PRMT5 recruitment to the FOXP1 promoter facilitates H3R2me2s, SET1 recruitment, H3K4me3, and gene expression. Our findings are clinically significant, as PRMT5 depletion within established tumor xenografts or treatment of patient-derived BCSCs with a pre-clinical PRMT5 inhibitor substantially reduces BCSC numbers. Together, our findings highlight the importance of PRMT5 in BCSC maintenance and suggest that small-molecule inhibitors of PRMT5 or downstream targets could be an effective strategy eliminating this cancer-causing population.


Subject(s)
Breast Neoplasms/genetics , Forkhead Transcription Factors/genetics , Histone Code , Neoplastic Stem Cells/metabolism , Protein-Arginine N-Methyltransferases/genetics , Repressor Proteins/genetics , Animals , Breast Neoplasms/metabolism , Cell Proliferation , Enzyme Inhibitors/pharmacology , Epigenesis, Genetic , Female , Forkhead Transcription Factors/metabolism , Humans , MCF-7 Cells , Mice , Mice, Inbred NOD , Mice, SCID , Neoplastic Stem Cells/drug effects , Neoplastic Stem Cells/physiology , Protein-Arginine N-Methyltransferases/antagonists & inhibitors , Protein-Arginine N-Methyltransferases/metabolism , Repressor Proteins/metabolism
17.
J Mammary Gland Biol Neoplasia ; 21(3-4): 99-109, 2016 12.
Article in English | MEDLINE | ID: mdl-27680982

ABSTRACT

Breast cancer specific mortality results from tumour cell dissemination and metastatic colonisation. Identification of the cells and processes responsible for metastasis will enable better prevention and control of metastatic disease, thus reducing relapse and mortality. To better understand these processes, we prospectively collected 307 patient-derived breast cancer samples (n = 195 early breast cancers (EBC) and n = 112 metastatic samples (MBC)). We assessed colony-forming activity in vitro by growing isolated cells in both primary (formation) and secondary (self-renewal) mammosphere culture, and tumour initiating activity in vivo through subcutaneous transplantation of fragments or cells into mice. Metastatic samples formed primary mammosphere colonies significantly more frequently than early breast cancers and had significantly higher primary mammosphere colony formation efficiency (0.9 % vs. 0.6 %; p < 0.0001). Tumour initiation in vivo was significantly higher in metastatic than early breast cancer samples (63 % vs. 38 %, p = 0.04). Of 144 breast cancer samples implanted in vivo, we established 20 stable patient-derived xenograft (PDX) models at passage 2 or greater. Lung metastases were detected in mice from 14 PDX models. Mammosphere colony formation in vitro significantly correlated with the ability of a tumour to metastasise to the lungs in vivo (p = 0.05), but not with subcutaneous tumour initiation. In summary, the breast cancer stem cell activities of colony formation and tumour initiation are increased in metastatic compared to early samples, and predict metastasis in vivo. These results suggest that breast stem cell activity will predict for poor outcome tumours, and therapy targeting this activity will improve outcomes for patients with metastatic disease.


Subject(s)
Breast Neoplasms/pathology , Breast/pathology , Cell Transformation, Neoplastic/pathology , Heterografts/pathology , Neoplasm Metastasis/pathology , Animals , Cell Culture Techniques/methods , Cell Proliferation/physiology , Disease Progression , Female , Humans , Mice , Prospective Studies
18.
J Pathol ; 240(3): 315-328, 2016 11.
Article in English | MEDLINE | ID: mdl-27512948

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.


Subject(s)
Breast Neoplasms/genetics , Carcinoma, Ductal, Breast/genetics , Carcinoma, Intraductal, Noninfiltrating/genetics , Models, Biological , Phosphatidylinositol 3-Kinases/genetics , Transcriptome , Breast Neoplasms/pathology , Carcinoma, Ductal, Breast/pathology , Carcinoma, Intraductal, Noninfiltrating/pathology , Cell Line, Tumor , Cell Transformation, Neoplastic , Class I Phosphatidylinositol 3-Kinases , DNA, Neoplasm/chemistry , DNA, Neoplasm/genetics , Disease Progression , Exome/genetics , Female , Gene Expression Regulation, Neoplastic , Genome , High-Throughput Nucleotide Sequencing , Humans , Mutation , Phosphatidylinositol 3-Kinases/metabolism , Sequence Analysis, DNA , Spheroids, Cellular , Tumor Suppressor Protein p53/genetics
19.
J Vis Exp ; (118)2016 12 26.
Article in English | MEDLINE | ID: mdl-28060271

ABSTRACT

The identification of functional driver events in cancer is central to furthering our understanding of cancer biology and indispensable for the discovery of the next generation of novel drug targets. It is becoming apparent that more complex models of cancer are required to fully appreciate the contributing factors that drive tumorigenesis in vivo and increase the efficacy of novel therapies that make the transition from pre-clinical models to clinical trials. Here we present a methodology for generating uniform and reproducible tumor spheroids that can be subjected to siRNA functional screening. These spheroids display many characteristics that are found in solid tumors that are not present in traditional two-dimension culture. We show that several commonly used breast cancer cell lines are amenable to this protocol. Furthermore, we provide proof-of-principle data utilizing the breast cancer cell line BT474, confirming their dependency on amplification of the epidermal growth factor receptor HER2 and mutation of phosphatidylinositol-4,5-biphosphate 3-kinase (PIK3CA) when grown as tumor spheroids. Finally, we are able to further investigate and confirm the spatial impact of these dependencies using immunohistochemistry.


Subject(s)
Antineoplastic Agents/pharmacology , Genomics , Neoplasms/genetics , Spheroids, Cellular , Cell Line, Tumor , Class I Phosphatidylinositol 3-Kinases , Humans , Phosphatidylinositol 3-Kinases/genetics , Receptor, ErbB-2/genetics
20.
Oncotarget ; 6(31): 30472-86, 2015 Oct 13.
Article in English | MEDLINE | ID: mdl-26421710

ABSTRACT

Chemo-resistance is a clinical barrier to more effective anti-cancer therapy. In this context, cancer stem-like cells (CSCs) are thought to be chemo-resistant, resulting in tumor recurrence and distant metastasis. Our hypothesis is that chemo-resistance in CSCs is driven, in part, by enhanced mitochondrial function. Here, we used breast cell lines and metastatic breast cancer patient samples to begin to dissect the role of mitochondrial metabolism in conferring the CSC phenotype. More specifically, we employed fluorescent staining with MitoTracker (MT) to metabolically fractionate these cell lines into mito-high and mito-low sub-populations, by flow-cytometry. Interestingly, cells with high mitochondrial mass (mito-high) were specifically enriched in a number of known CSC markers, such as aldehyde dehydrogenase (ALDH) activity, and they were ESA+/CD24-/low and formed mammospheres with higher efficiency. Large cell size is another independent characteristic of the stem cell phenotype; here, we observed a >2-fold increase in mitochondrial mass in large cells (>12-µm), relative to the smaller cell population (4-8-µm). Moreover, the mito-high cell population showed a 2.4-fold enrichment in tumor-initiating cell activity, based on limiting dilution assays in murine xenografts. Importantly, primary human breast CSCs isolated from patients with metastatic breast cancer or a patient derived xenograft (PDX) also showed the co-enrichment of ALDH activity and mitochondrial mass. Most significantly, our investigations demonstrated that mito-high cells were resistant to paclitaxel, resulting in little or no DNA damage, as measured using the comet assay. In summary, increased mitochondrial mass in a sub-population of breast cancer cells confers a stem-like phenotype and chemo-resistance. As such, our current findings have important clinical implications for over-coming drug resistance, by therapeutically targeting the mito-high CSC population.


Subject(s)
Antineoplastic Agents, Phytogenic/pharmacology , Breast Neoplasms/pathology , Drug Resistance, Neoplasm/physiology , Mitochondria/physiology , Neoplastic Stem Cells/pathology , Paclitaxel/pharmacology , Aldehyde Dehydrogenase/metabolism , Animals , Antigens, Neoplasm/metabolism , Breast Neoplasms/metabolism , CD24 Antigen/metabolism , Cell Adhesion Molecules/metabolism , Comet Assay , DNA Damage/drug effects , DNA Damage/genetics , Epithelial Cell Adhesion Molecule , Female , Flow Cytometry , Humans , MCF-7 Cells , Mice , Mice, Inbred NOD , Mice, SCID , Mitochondria/metabolism , Neoplasm Transplantation , Neoplastic Stem Cells/drug effects , Spheroids, Cellular , Transplantation, Heterologous , Tumor Cells, Cultured
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