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1.
Dev Cell ; 58(7): 616-632.e6, 2023 04 10.
Article in English | MEDLINE | ID: mdl-36990090

ABSTRACT

3D cell cultures, in particular organoids, are emerging models in the investigation of healthy or diseased tissues. Understanding the complex cellular sociology in organoids requires integration of imaging modalities across spatial and temporal scales. We present a multi-scale imaging approach that traverses millimeter-scale live-cell light microscopy to nanometer-scale volume electron microscopy by performing 3D cell cultures in a single carrier that is amenable to all imaging steps. This allows for following organoids' growth, probing their morphology with fluorescent markers, identifying areas of interest, and analyzing their 3D ultrastructure. We demonstrate this workflow on mouse and human 3D cultures and use automated image segmentation to annotate and quantitatively analyze subcellular structures in patient-derived colorectal cancer organoids. Our analyses identify local organization of diffraction-limited cell junctions in compact and polarized epithelia. The continuum-resolution imaging pipeline is thus suited to fostering basic and translational organoid research by simultaneously exploiting the advantages of light and electron microscopy.


Subject(s)
Cell Culture Techniques, Three Dimensional , Microscopy , Organoids , Animals , Humans , Mice , Cell Culture Techniques, Three Dimensional/methods , Microscopy, Electron , Organoids/diagnostic imaging , Organoids/physiology , Organoids/ultrastructure , Colorectal Neoplasms/pathology
2.
Mol Syst Biol ; 17(10): e10141, 2021 10.
Article in English | MEDLINE | ID: mdl-34694069

ABSTRACT

Tumor relapse from treatment-resistant cells (minimal residual disease, MRD) underlies most breast cancer-related deaths. Yet, the molecular characteristics defining their malignancy have largely remained elusive. Here, we integrated multi-omics data from a tractable organoid system with a metabolic modeling approach to uncover the metabolic and regulatory idiosyncrasies of the MRD. We find that the resistant cells, despite their non-proliferative phenotype and the absence of oncogenic signaling, feature increased glycolysis and activity of certain urea cycle enzyme reminiscent of the tumor. This metabolic distinctiveness was also evident in a mouse model and in transcriptomic data from patients following neo-adjuvant therapy. We further identified a marked similarity in DNA methylation profiles between tumor and residual cells. Taken together, our data reveal a metabolic and epigenetic memory of the treatment-resistant cells. We further demonstrate that the memorized elevated glycolysis in MRD is crucial for their survival and can be targeted using a small-molecule inhibitor without impacting normal cells. The metabolic aberrances of MRD thus offer new therapeutic opportunities for post-treatment care to prevent breast tumor recurrence.


Subject(s)
Breast Neoplasms , Animals , Breast Neoplasms/drug therapy , Breast Neoplasms/genetics , Female , Humans , Mice , Neoplasm Recurrence, Local , Neoplasm, Residual/genetics
4.
Nat Cell Biol ; 20(2): 211-221, 2018 02.
Article in English | MEDLINE | ID: mdl-29358704

ABSTRACT

For many patients with breast cancer, symptomatic bone metastases appear after years of latency. How micrometastatic lesions remain dormant and undetectable before initiating colonization is unclear. Here, we describe a mechanism involved in bone metastatic latency of oestrogen receptor-positive (ER+) breast cancer. Using an in vivo genome-wide short hairpin RNA screening, we identified the kinase MSK1 as an important regulator of metastatic dormancy in breast cancer. In patients with ER+ breast cancer, low MSK1 expression associates with early metastasis. We show that MSK1 downregulation impairs the differentiation of breast cancer cells, increasing their bone homing and growth capacities. MSK1 controls the expression of genes required for luminal cell differentiation, including the GATA3 and FOXA1 transcription factors, by modulating their promoter chromatin status. Our results indicate that MSK1 prevents metastatic progression of ER+ breast cancer, suggesting that stratifying patients with breast cancer as high or low risk for early relapse based on MSK1 expression could improve prognosis.


Subject(s)
Breast Neoplasms/genetics , GATA3 Transcription Factor/genetics , Hepatocyte Nuclear Factor 3-alpha/genetics , Ribosomal Protein S6 Kinases, 90-kDa/genetics , Adult , Aged , Animals , Biomarkers, Tumor/genetics , Bone Neoplasms/genetics , Bone Neoplasms/pathology , Bone Neoplasms/secondary , Breast Neoplasms/pathology , Cell Differentiation/genetics , Chromatin/genetics , Female , Gene Expression Regulation, Neoplastic , Genome, Human/genetics , Humans , Mice , Middle Aged , Neoplasm Metastasis , Prognosis , RNA, Small Interfering/genetics , Receptors, Estrogen/genetics , Xenograft Model Antitumor Assays
5.
Stem Cell Reports ; 10(1): 257-271, 2018 01 09.
Article in English | MEDLINE | ID: mdl-29290625

ABSTRACT

Mammary stem and progenitor cells are essential for mammary gland homeostasis and are also candidates for cells of origin of mammary tumors. Here, we have investigated the function of the protein kinase p38α in the mammary gland using mice that delete this protein in the luminal epithelial cells. We show that p38α regulates the fate of luminal progenitor cells through modulation of the transcription factor RUNX1, an important controller of the estrogen receptor-positive cell lineage. We also provide evidence that the regulation of RUNX1 by p38α probably involves the kinase MSK1, which phosphorylates histone H3 at the RUNX1 promoter. Moreover, using a mouse model for breast cancer initiated by luminal cells, we show that p38α downregulation in mammary epithelial cells reduces tumor burden, which correlates with decreased numbers of tumor-initiating cells. Collectively, our results define a key role for p38α in luminal progenitor cell fate that affects mammary tumor formation.


Subject(s)
Mammary Glands, Animal/metabolism , Mammary Neoplasms, Animal/metabolism , Mitogen-Activated Protein Kinase 14/metabolism , Neoplasm Proteins/metabolism , Animals , Core Binding Factor Alpha 2 Subunit/metabolism , Female , Mammary Glands, Animal/pathology , Mammary Neoplasms, Animal/pathology , Mice , Ribosomal Protein S6 Kinases, 90-kDa/metabolism
6.
Mol Oncol ; 11(1): 62-78, 2017 01.
Article in English | MEDLINE | ID: mdl-28017284

ABSTRACT

Metastasis is the primary cause of death in cancer patients and current treatments fail to provide durable responses. Efforts to treat metastatic disease are hindered by the fact that metastatic cells often remain dormant for prolonged intervals of years, or even decades. Tumor dormancy reflects the capability of disseminated tumor cells (DTCs), or micrometastases, to evade treatment and remain at low numbers after primary tumor resection. Unfortunately, dormant cells will eventually produce overt metastasis. Innovations are needed to understand metastatic dormancy and improve cancer detection and treatment. Currently, few models exist that faithfully recapitulate metastatic dormancy and metastasis to clinically relevant tissues, such as the bone. Herein, we discuss recent advances describing genetic cell-autonomous and systemic or local changes in the microenvironment that have been shown to endow DTCs with properties to survive and eventually colonize distant organs.

7.
Cell Cycle ; 15(21): 2931-2942, 2016 Nov.
Article in English | MEDLINE | ID: mdl-27610933

ABSTRACT

The transcription factor Pax7 plays a key role during embryonic myogenesis and in adult organisms in that it sustains the proper function of satellite cells, which serve as adult skeletal muscle stem cells. Recently we have shown that lack of Pax7 does not prevent the myogenic differentiation of pluripotent stem cells. In the current work we show that the absence of functional Pax7 in differentiating embryonic stem cells modulates cell cycle facilitating their proliferation. Surprisingly, deregulation of Pax7 function also positively impacts at the proliferation of mouse embryonic fibroblasts. Such phenotypes seem to be executed by modulating the expression of positive cell cycle regulators, such as cyclin E.


Subject(s)
Cell Cycle/genetics , Embryo, Mammalian/cytology , Fibroblasts/cytology , Fibroblasts/metabolism , Mouse Embryonic Stem Cells/cytology , Mouse Embryonic Stem Cells/metabolism , PAX7 Transcription Factor/metabolism , Animals , Apoptosis/genetics , Cell Differentiation/genetics , Cell Proliferation/genetics , Gene Expression Profiling , Gene Expression Regulation, Developmental , Gene Knockout Techniques , Mice , Transcription, Genetic
8.
J Natl Cancer Inst ; 107(12): djv256, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26376684

ABSTRACT

BACKGROUND: There are currently no biomarkers for early breast cancer patient populations at risk of bone metastasis. Identification of mediators of bone metastasis could be of clinical interest. METHODS: A de novo unbiased screening approach based on selection of highly bone metastatic breast cancer cells in vivo was used to determine copy number aberrations (CNAs) associated with bone metastasis. The CNAs associated with bone metastasis were examined in independent primary breast cancer datasets with annotated clinical follow-up. The MAF gene encoded within the CNA associated with bone metastasis was subjected to gain and loss of function validation in breast cancer cells (MCF7, T47D, ZR-75, and 4T1), its downstream mechanism validated, and tested in clinical samples. A multivariable Cox cause-specific hazard model with competing events (death) was used to test the association between 16q23 or MAF and bone metastasis. All statistical tests were two-sided. RESULTS: 16q23 gain CNA encoding the transcription factor MAF mediates breast cancer bone metastasis through the control of PTHrP. 16q23 gain (hazard ratio (HR) for bone metastasis = 14.5, 95% confidence interval (CI) = 6.4 to 32.9, P < .001) as well as MAF overexpression (HR for bone metastasis = 2.5, 95% CI = 1.7 to 3.8, P < .001) in primary breast tumors were specifically associated with risk of metastasis to bone but not to other organs. CONCLUSIONS: These results suggest that MAF is a mediator of breast cancer bone metastasis. 16q23 gain or MAF protein overexpression in tumors may help to select patients at risk of bone relapse.


Subject(s)
Biomarkers, Tumor/metabolism , Bone Neoplasms/metabolism , Bone Neoplasms/secondary , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , DNA Copy Number Variations , Proto-Oncogene Proteins c-maf/metabolism , Animals , Cell Line, Tumor , Female , Gene Expression Regulation, Neoplastic , Heterografts , Humans , Immunohistochemistry , In Situ Hybridization, Fluorescence , Incidence , Mice , Mice, Inbred BALB C , Odds Ratio , Predictive Value of Tests , Prognosis , Proportional Hazards Models , Up-Regulation
9.
Methods Mol Biol ; 1293: 221-9, 2015.
Article in English | MEDLINE | ID: mdl-26040691

ABSTRACT

Mammary cancer stem cells (MCSC) have been operationally defined as cells that re-form secondary tumors upon transplantation into immunodeficient mice. Building on this observation, it has also been suggested that MCSCs are responsible for metastasis as well as evasion and resistance to therapeutic treatments. MCSC reinitiating potential is usually tested by implantation of limited amounts of cells orthotopically or subcutaneously, yet this poorly recapitulates the metastatic niche where truly metastatic reinitiation will occur. Herein, we describe the implantation of small amounts of MCSC selected populations in the bone (intra tibiae injection) and the lung (intra thoracic injection) to test for their metastatic reinitiation capabilities.


Subject(s)
Breast Neoplasms/pathology , Neoplastic Stem Cells/metabolism , Neoplastic Stem Cells/pathology , Tumor Microenvironment , Animals , Bone Neoplasms/diagnosis , Bone Neoplasms/pathology , Bone Neoplasms/secondary , Cell Culture Techniques , Disease Models, Animal , Female , Flow Cytometry , Humans , Luminescent Measurements/methods , Lung Neoplasms/diagnosis , Lung Neoplasms/pathology , Lung Neoplasms/secondary , Mice , Molecular Imaging/methods , Tumor Cells, Cultured
10.
Nat Cell Biol ; 16(7): 685-94, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24880666

ABSTRACT

The mechanisms that allow colon cancer cells to form liver and lung metastases, and whether KRAS mutation influences where and when metastasis occurs, are unknown. We provide clinical and molecular evidence showing that different MAPK signalling pathways are implicated in this process. Whereas ERK2 activation provides colon cancer cells with the ability to seed and colonize the liver, reduced p38 MAPK signalling endows cancer cells with the ability to form lung metastasis from previously established liver lesions. Downregulation of p38 MAPK signalling results in increased expression of the cytokine PTHLH, which contributes to colon cancer cell extravasation to the lung by inducing caspase-independent death in endothelial cells of the lung microvasculature. The concerted acquisition of metastatic traits in the colon cancer cells together with the sequential colonization of liver and lung highlights the importance of metastatic lesions as a platform for further dissemination.


Subject(s)
Colonic Neoplasms/pathology , Liver Neoplasms/secondary , Lung Neoplasms/secondary , Neoplasm Metastasis , Parathyroid Hormone-Related Protein/metabolism , Signal Transduction , p38 Mitogen-Activated Protein Kinases/metabolism , Animals , Cells, Cultured , Colonic Neoplasms/physiopathology , Disease Models, Animal , Endothelial Cells/metabolism , Humans , Mice , Mutation , Parathyroid Hormone-Related Protein/genetics , p38 Mitogen-Activated Protein Kinases/genetics , ras Proteins/genetics , ras Proteins/metabolism
11.
Dev Cell ; 21(4): 655-68, 2011 Oct 18.
Article in English | MEDLINE | ID: mdl-21944720

ABSTRACT

Cyclin E is a component of the core cell cycle machinery, and it drives cell proliferation by regulating entry and progression of cells through the DNA synthesis phase. Cyclin E expression is normally restricted to proliferating cells. However, high levels of cyclin E are expressed in the adult brain. The function of cyclin E in quiescent, postmitotic nervous system remains unknown. Here we use a combination of in vivo quantitative proteomics and analyses of cyclin E knockout mice to demonstrate that in terminally differentiated neurons cyclin E forms complexes with Cdk5 and controls synapse function by restraining Cdk5 activity. Ablation of cyclin E led to a decreased number of synapses, reduced number and volume of dendritic spines, and resulted in impaired synaptic plasticity and memory formation in cyclin E-deficient animals. These results reveal a cell cycle-independent role for a core cell cycle protein, cyclin E, in synapse function and memory.


Subject(s)
Cyclin E/physiology , Cyclin-Dependent Kinase 5/genetics , Dendritic Spines/physiology , Gene Expression Regulation, Developmental , Memory/physiology , Synapses/metabolism , Animals , Behavior, Animal , Blotting, Western , Brain/cytology , Brain/metabolism , Cells, Cultured , Cyclin-Dependent Kinase 5/metabolism , Electrophysiology , Embryo, Mammalian/cytology , Embryo, Mammalian/metabolism , Female , Hippocampus , Immunoenzyme Techniques , Integrases/metabolism , Luciferases/metabolism , Male , Mice , Mice, Knockout , Neurons/cytology , Neurons/metabolism , Organ Culture Techniques , Proteomics , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
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