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1.
Nat Commun ; 11(1): 5799, 2020 11 16.
Article in English | MEDLINE | ID: mdl-33199705

ABSTRACT

The extent and importance of functional heterogeneity and crosstalk between tumor cells is poorly understood. Here, we describe the generation of clonal populations from a patient-derived ovarian clear cell carcinoma model which forms malignant ascites and solid peritoneal tumors upon intraperitoneal transplantation in mice. The clonal populations are engineered with secreted Gaussia luciferase to monitor tumor growth dynamics and tagged with a unique DNA barcode to track their fate in multiclonal mixtures during tumor progression. Only one clone, CL31, grows robustly, generating exclusively malignant ascites. However, multiclonal mixtures form large solid peritoneal metastases, populated almost entirely by CL31, suggesting that transient cooperative interclonal interactions are sufficient to promote metastasis of CL31. CL31 uniquely harbors ERBB2 amplification, and its acquired metastatic activity in clonal mixtures is dependent on transient exposure to amphiregulin, which is exclusively secreted by non-tumorigenic clones. Amphiregulin enhances CL31 mesothelial clearance, a prerequisite for metastasis. These findings demonstrate that transient, ostensibly innocuous tumor subpopulations can promote metastases via "hit-and-run" commensal interactions.


Subject(s)
Cell Communication , Clone Cells/pathology , Neoplasm Metastasis/pathology , Amphiregulin/metabolism , Animals , Ascites/pathology , Carcinogenesis/pathology , Carcinoma, Renal Cell/genetics , Carcinoma, Renal Cell/pathology , Cell Line, Tumor , Cell Proliferation , Cell Separation , Cohort Studies , DNA Copy Number Variations/genetics , Epithelium/pathology , Female , Gene Amplification , Humans , Kidney Neoplasms/genetics , Kidney Neoplasms/pathology , Ligands , Mice, SCID , Models, Biological , Peritoneal Neoplasms/secondary , Phenotype , Receptor, ErbB-2/genetics , Time Factors
2.
J Clin Invest ; 125(4): 1648-64, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25774502

ABSTRACT

Tumor cell migration is a key process for cancer cell dissemination and metastasis that is controlled by signal-mediated cytoskeletal and cell matrix adhesion remodeling. Using a phagokinetic track assay with migratory H1299 cells, we performed an siRNA screen of almost 1,500 genes encoding kinases/phosphatases and adhesome- and migration-related proteins to identify genes that affect tumor cell migration speed and persistence. Thirty candidate genes that altered cell migration were validated in live tumor cell migration assays. Eight were associated with metastasis-free survival in breast cancer patients, with integrin ß3-binding protein (ITGB3BP), MAP3K8, NIMA-related kinase (NEK2), and SHC-transforming protein 1 (SHC1) being the most predictive. Examination of genes that modulate migration indicated that SRPK1, encoding the splicing factor kinase SRSF protein kinase 1, is relevant to breast cancer outcomes, as it was highly expressed in basal breast cancer. Furthermore, high SRPK1 expression correlated with poor breast cancer disease outcome and preferential metastasis to the lungs and brain. In 2 independent murine models of breast tumor metastasis, stable shRNA-based SRPK1 knockdown suppressed metastasis to distant organs, including lung, liver, and spleen, and inhibited focal adhesion reorganization. Our study provides comprehensive information on the molecular determinants of tumor cell migration and suggests that SRPK1 has potential as a drug target for limiting breast cancer metastasis.


Subject(s)
Breast Neoplasms/genetics , Neoplasm Metastasis/genetics , Neoplasm Proteins/physiology , Protein Serine-Threonine Kinases/physiology , Animals , Bone Neoplasms/secondary , Carcinoma, Non-Small-Cell Lung/pathology , Cell Adhesion , Cell Movement/genetics , Cell Polarity , Female , Focal Adhesions/physiology , Gene Expression Regulation, Neoplastic , Genetic Association Studies , Humans , Kaplan-Meier Estimate , Lung Neoplasms/pathology , Lung Neoplasms/secondary , Mice , NF-kappa B/metabolism , Neoplasm Proteins/genetics , Nuclear Proteins/physiology , Organ Specificity , Prognosis , Protein Serine-Threonine Kinases/deficiency , Protein Serine-Threonine Kinases/genetics , RNA Interference , RNA, Small Interfering/genetics
3.
PLoS One ; 3(1): e1457, 2008 Jan 23.
Article in English | MEDLINE | ID: mdl-18213366

ABSTRACT

BACKGROUND: Cell migration is a highly complex process, regulated by multiple genes, signaling pathways and external stimuli. To discover genes or pharmacological agents that can modulate the migratory activity of cells, screening strategies that enable the monitoring of diverse migratory parameters in a large number of samples are necessary. METHODOLOGY: In the present study, we describe the development of a quantitative, high-throughput cell migration assay, based on a modified phagokinetic tracks (PKT) procedure, and apply it for identifying novel pro-migratory genes in a cancer-related gene library. In brief, cells are seeded on fibronectin-coated 96-well plates, covered with a monolayer of carboxylated latex beads. Motile cells clear the beads, located along their migratory paths, forming tracks that are visualized using an automated, transmitted-light screening microscope. The tracks are then segmented and characterized by multi-parametric, morphometric analysis, resolving a variety of morphological and kinetic features. CONCLUSIONS: In this screen we identified 4 novel genes derived from breast carcinoma related cDNA library, whose over-expression induces major alteration in the migration of the stationary MCF7 cells. This approach can serve for high throughput screening for novel ways to modulate cellular migration in pathological states such as tumor metastasis and invasion.


Subject(s)
Neoplasm Metastasis/genetics , Neoplasms/genetics , Cell Line, Tumor , Humans , Neoplasms/pathology
4.
Stem Cells Dev ; 17(1): 93-106, 2008 Feb.
Article in English | MEDLINE | ID: mdl-18225977

ABSTRACT

In vitro and in vivo studies implicate a series of cytokines in regulation of lymphohematopoiesis. However, direct indications for a local role of most of these cytokines within the bone marrow is lacking. In the present study, we aimed to test the contribution of a specific cytokine, activin A, a member of the transforming growth factor-beta (TGF-beta) family, to lymphohematopoiesis in mouse bone marrow. We show that mouse embryonic fibroblasts (MEFs) are indistinguishable from multipotent stromal cells (MSCs). Such MEFs overexpressing activin A, supported in vitro myelopoiesis in long-term bone marrow cultures as effectively as control MEFs. In contrast, activin A-overexpressing MEFs interfered with the in vitro generation of B lineage cells in such cultures. Thus, excessive expression in vitro of activin A, by supportive stromal cells, causes preferential maturation of myeloid rather than lymphoid cells. Moreover, the activin A-overexpressing MEFs caused an increased incidence in vivo of relatively immature B lineage cells; upon transplantation through the spleen route, MEFs engrafted the bone marrow specifically. Activin A-overexpressing MEFs accumulated in the bone marrow compartment and slowed down the progression of B cell precursors along the differentiation pathway, while sparing the myeloid population. The assay system described in this paper provides a means to assess the contribution of a wide range of molecules to hematopoiesis without perturbing the constitution of other organs.


Subject(s)
Activins/genetics , B-Lymphocytes/cytology , Bone Marrow , Lymphopoiesis/genetics , Stromal Cells/metabolism , Activins/physiology , Animals , Cell Culture Techniques , Cell Differentiation , Cell Lineage , Cells, Cultured , Embryonic Stem Cells , Female , Fibroblasts , Gene Expression , Mice , Multipotent Stem Cells
5.
Methods Enzymol ; 414: 228-47, 2006.
Article in English | MEDLINE | ID: mdl-17110195

ABSTRACT

Large-scale microscopy-based screens offer compelling advantages for assessing the effects of genetic and pharmacological modulations on a wide variety of cellular features. However, development of such assays is often confronted by an apparent conflict between the need for high throughput, which usually provides limited information on a large number of samples, and a high-content approach, providing detailed information on each sample. This chapter describes a novel high-resolution screening (HRS) platform that is able to acquire large sets of data at a high rate and light microscope resolution using specific "reporter cells," cultured in multiwell plates. To harvest extensive morphological and molecular information in these automated screens, we have constructed a general analysis pipeline that is capable of assigning scores to multiparameter-based comparisons between treated cells and controls. This chapter demonstrates the structure of this system and its application for several research projects, including screening of chemical compound libraries for their effect on cell adhesion, discovery of novel cytoskeletal genes, discovery of cell migration-related genes, and a siRNA screen for perturbation of cell adhesion.


Subject(s)
Combinatorial Chemistry Techniques , Computational Biology/methods , Microscopy/methods , Automation , Cell Adhesion , Cell Line , Cell Movement , Cytoskeleton/metabolism , HeLa Cells , Humans , Image Processing, Computer-Assisted , Lasers , RNA Interference , RNA, Small Interfering/metabolism , Software
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