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1.
Cell Rep ; 23(11): 3312-3326, 2018 06 12.
Article in English | MEDLINE | ID: mdl-29898401

ABSTRACT

Application of advanced intravital imaging facilitates dynamic monitoring of pathway activity upon therapeutic inhibition. Here, we assess resistance to therapeutic inhibition of the PI3K pathway within the hypoxic microenvironment of pancreatic ductal adenocarcinoma (PDAC) and identify a phenomenon whereby pronounced hypoxia-induced resistance is observed for three clinically relevant inhibitors. To address this clinical problem, we have mapped tumor hypoxia by both immunofluorescence and phosphorescence lifetime imaging of oxygen-sensitive nanoparticles and demonstrate that these hypoxic regions move transiently around the tumor. To overlay this microenvironmental information with drug response, we applied a FRET biosensor for Akt activity, which is a key effector of the PI3K pathway. Performing dual intravital imaging of drug response in different tumor compartments, we demonstrate an improved drug response to a combination therapy using the dual mTORC1/2 inhibitor AZD2014 with the hypoxia-activated pro-drug TH-302.


Subject(s)
Drug Resistance, Neoplasm , Phosphatidylinositol 3-Kinases/metabolism , Signal Transduction , Animals , Benzamides , Cell Line, Tumor , Drug Resistance, Neoplasm/drug effects , Drug Therapy, Combination , Female , Fluorescence Resonance Energy Transfer , Humans , Hypoxia , Intravital Microscopy/methods , Mice , Mice, Inbred BALB C , Morpholines/pharmacology , Morpholines/therapeutic use , Nanoparticles/chemistry , Nitroimidazoles/pharmacology , Nitroimidazoles/therapeutic use , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/metabolism , Pancreatic Neoplasms/pathology , Phosphoramide Mustards/pharmacology , Phosphoramide Mustards/therapeutic use , Proto-Oncogene Proteins c-akt/metabolism , Pyrimidines , Signal Transduction/drug effects , Transplantation, Heterologous , Tumor Microenvironment
2.
Cancer Res ; 78(2): 501-515, 2018 01 15.
Article in English | MEDLINE | ID: mdl-29180477

ABSTRACT

Radiotherapy is essential to the treatment of most solid tumors and acquired or innate resistance to this therapeutic modality is a major clinical problem. Here we show that miR-139-5p is a potent modulator of radiotherapy response in breast cancer via its regulation of genes involved in multiple DNA repair and reactive oxygen species defense pathways. Treatment of breast cancer cells with a miR-139-5p mimic strongly synergized with radiation both in vitro and in vivo, resulting in significantly increased oxidative stress, accumulation of unrepaired DNA damage, and induction of apoptosis. Several miR-139-5p target genes were also strongly predictive of outcome in radiotherapy-treated patients across multiple independent breast cancer cohorts. These prognostically relevant miR-139-5p target genes were used as companion biomarkers to identify radioresistant breast cancer xenografts highly amenable to sensitization by cotreatment with a miR-139-5p mimetic.Significance: The microRNA described in this study offers a potentially useful predictive biomarker of radiosensitivity in solid tumors and a generally applicable druggable target for tumor radiosensitization. Cancer Res; 78(2); 501-15. ©2017 AACR.


Subject(s)
Biomarkers, Tumor/genetics , Breast Neoplasms/radiotherapy , DNA Repair/radiation effects , Gene Regulatory Networks/radiation effects , MicroRNAs/genetics , Radiation Tolerance/genetics , Reactive Oxygen Species/metabolism , Animals , Apoptosis , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Case-Control Studies , Cell Proliferation , DNA Damage/radiation effects , Female , Follow-Up Studies , Gene Expression Profiling , Gene Expression Regulation, Neoplastic/radiation effects , Humans , Mice , Mice, Inbred BALB C , Mice, Nude , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/pathology , Neoplasm Recurrence, Local/radiotherapy , Prognosis , Survival Rate , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
3.
Sci Rep ; 7(1): 16887, 2017 12 04.
Article in English | MEDLINE | ID: mdl-29203823

ABSTRACT

Organotypic co-cultures bridge the gap between standard two-dimensional culture and mouse models. Such assays increase the fidelity of pre-clinical studies, to better inform lead compound development and address the increasing attrition rates of lead compounds within the pharmaceutical industry, which are often a result of screening in less faithful two-dimensional models. Using large-scale acid-extraction techniques, we demonstrate a step-by-step process to isolate collagen I from commercially available animal byproducts. Using the well-established rat tail tendon collagen as a benchmark, we apply our novel kangaroo tail tendon collagen as an alternative collagen source for our screening-ready three-dimensional organotypic co-culture platform. Both collagen sources showed equal applicability for invasive, proliferative or survival assessment of well-established cancer models and clinically relevant patient-derived cancer cell lines. Additional readouts were also demonstrated when comparing these alternative collagen sources for stromal contributions to stiffness, organization and ultrastructure via atomic force microscopy, second harmonic generation imaging and scanning electron microscopy, among other vital biological readouts, where only minor differences were found between the preparations. Organotypic co-cultures represent an easy, affordable and scalable model to investigate drug responses within a physiologically relevant 3D platform.


Subject(s)
Cell Culture Techniques/methods , Collagen/chemistry , Animals , Cell Line , Cell Proliferation/drug effects , Cell Survival/drug effects , Coculture Techniques , Collagen/isolation & purification , Extracellular Matrix/metabolism , Gefitinib/pharmacology , Humans , Macropodidae/metabolism , Mice , Microscopy, Atomic Force , Rats , Tendons/metabolism
4.
Cell Rep ; 21(1): 274-288, 2017 Oct 03.
Article in English | MEDLINE | ID: mdl-28978480

ABSTRACT

The small GTPase RhoA is involved in a variety of fundamental processes in normal tissue. Spatiotemporal control of RhoA is thought to govern mechanosensing, growth, and motility of cells, while its deregulation is associated with disease development. Here, we describe the generation of a RhoA-fluorescence resonance energy transfer (FRET) biosensor mouse and its utility for monitoring real-time activity of RhoA in a variety of native tissues in vivo. We assess changes in RhoA activity during mechanosensing of osteocytes within the bone and during neutrophil migration. We also demonstrate spatiotemporal order of RhoA activity within crypt cells of the small intestine and during different stages of mammary gestation. Subsequently, we reveal co-option of RhoA activity in both invasive breast and pancreatic cancers, and we assess drug targeting in these disease settings, illustrating the potential for utilizing this mouse to study RhoA activity in vivo in real time.


Subject(s)
Biosensing Techniques , Fluorescence Resonance Energy Transfer/methods , Intravital Microscopy/methods , Time-Lapse Imaging/methods , rho GTP-Binding Proteins/genetics , Animals , Antineoplastic Agents/pharmacology , Bone and Bones/cytology , Bone and Bones/metabolism , Cell Movement/drug effects , Dasatinib/pharmacology , Erlotinib Hydrochloride/pharmacology , Female , Fluorescence Resonance Energy Transfer/instrumentation , Gene Expression Regulation , Intestine, Small/metabolism , Intestine, Small/ultrastructure , Intravital Microscopy/instrumentation , Mammary Glands, Animal/blood supply , Mammary Glands, Animal/drug effects , Mammary Glands, Animal/ultrastructure , Mammary Neoplasms, Experimental/blood supply , Mammary Neoplasms, Experimental/drug therapy , Mammary Neoplasms, Experimental/genetics , Mammary Neoplasms, Experimental/ultrastructure , Mechanotransduction, Cellular , Mice , Mice, Transgenic , Neutrophils/metabolism , Neutrophils/ultrastructure , Osteocytes/metabolism , Osteocytes/ultrastructure , Pancreatic Neoplasms/blood supply , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/ultrastructure , Time-Lapse Imaging/instrumentation , rho GTP-Binding Proteins/metabolism , rhoA GTP-Binding Protein
5.
Sci Transl Med ; 9(384)2017 04 05.
Article in English | MEDLINE | ID: mdl-28381539

ABSTRACT

The emerging standard of care for patients with inoperable pancreatic cancer is a combination of cytotoxic drugs gemcitabine and Abraxane, but patient response remains moderate. Pancreatic cancer development and metastasis occur in complex settings, with reciprocal feedback from microenvironmental cues influencing both disease progression and drug response. Little is known about how sequential dual targeting of tumor tissue tension and vasculature before chemotherapy can affect tumor response. We used intravital imaging to assess how transient manipulation of the tumor tissue, or "priming," using the pharmaceutical Rho kinase inhibitor Fasudil affects response to chemotherapy. Intravital Förster resonance energy transfer imaging of a cyclin-dependent kinase 1 biosensor to monitor the efficacy of cytotoxic drugs revealed that priming improves pancreatic cancer response to gemcitabine/Abraxane at both primary and secondary sites. Transient priming also sensitized cells to shear stress and impaired colonization efficiency and fibrotic niche remodeling within the liver, three important features of cancer spread. Last, we demonstrate a graded response to priming in stratified patient-derived tumors, indicating that fine-tuned tissue manipulation before chemotherapy may offer opportunities in both primary and metastatic targeting of pancreatic cancer.


Subject(s)
Disease Progression , Pancreatic Neoplasms/drug therapy , Pancreatic Neoplasms/pathology , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/therapeutic use , rho-Associated Kinases/antagonists & inhibitors , 1-(5-Isoquinolinesulfonyl)-2-Methylpiperazine/analogs & derivatives , 1-(5-Isoquinolinesulfonyl)-2-Methylpiperazine/pharmacology , 1-(5-Isoquinolinesulfonyl)-2-Methylpiperazine/therapeutic use , Actin Cytoskeleton/drug effects , Actin Cytoskeleton/metabolism , Albumin-Bound Paclitaxel/pharmacology , Albumin-Bound Paclitaxel/therapeutic use , Animals , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Biosensing Techniques , CDC2 Protein Kinase/metabolism , Cell Line, Tumor , Cell Proliferation/drug effects , Collagen/metabolism , Deoxycytidine/analogs & derivatives , Deoxycytidine/pharmacology , Deoxycytidine/therapeutic use , Extracellular Matrix/metabolism , Humans , Liver/pathology , Mice , Neoplasm Invasiveness , Neoplasm Metastasis , Signal Transduction/drug effects , Treatment Outcome , rho-Associated Kinases/metabolism , src-Family Kinases/metabolism , Gemcitabine
6.
Breast Cancer Res ; 16(5): 423, 2014 Oct 21.
Article in English | MEDLINE | ID: mdl-25331261

ABSTRACT

INTRODUCTION: DNA methylation is a well-studied biomarker in invasive breast cancer, but its role in ductal carcinoma in situ (DCIS) is less well characterized. The aims of this study are to assess the methylation profile in DCIS for a panel of well-characterized genes that are frequently methylated in breast cancer, to investigate the relationship of methylation with pathological features, and to perform a proof-of-principle study to evaluate the practicality of methylation as a biomarker in diagnostic DCIS material. METHODS: Promoter CpG island methylation for a panel of 11 breast cancer-related genes was performed by methylation-sensitive high resolution melting (MS-HRM). Formalin-fixed, paraffin-embedded (FFPE) biopsies from 72 samples of pure DCIS (DCIS occurring in the absence of synchronous invasive carcinoma), 10 samples of mixed DCIS (DCIS adjacent to invasive carcinoma), and 18 samples of normal breast epithelium adjacent to a DCIS lesion were micro-dissected prior to DNA extraction. RESULTS: Methylation was seen for all the tested genes except BRCA1. RASSF1A was the most frequently methylated gene (90% of DCIS samples) and its methylation was associated with comedo necrosis (p = 0.018). Cluster analysis based on the methylation profile revealed four groups, the highly methylated cluster being significantly associated with high nuclear grade, HER2 amplification, negative estrogen receptor (ER) α status, and negative progesterone receptor (PgR) status, (p = 0.038, p = 0.018, p <0.001, p = 0.001, respectively). Methylation of APC (p = 0.017), CDH13 (p = 0.017), and RARß (p <0.001) was associated with negative ERα status. Methylation of CDH13 (p <0.001), and RARß (p = 0.001) was associated with negative PgR status. Methylation of APC (p = 0.013) and CDH13 (p = 0.026) was associated with high nuclear grade. Methylation of CDH13 (p = 0.009), and RARß (p = 0.042) was associated with HER2-amplification. CONCLUSIONS: DNA methylation can be assessed in FFPE-derived samples using suitable methodologies. Methylation of a panel of genes that are known to be methylated in invasive breast cancer was able to classify DCIS into distinct groups and was differentially associated with phenotypic features in DCIS.


Subject(s)
Breast Neoplasms/genetics , Carcinoma, Intraductal, Noninfiltrating/genetics , DNA Methylation , Adult , Aged , Aged, 80 and over , Breast Neoplasms/pathology , Carcinoma, Intraductal, Noninfiltrating/pathology , CpG Islands , Epigenesis, Genetic , Female , Gene Expression Regulation, Neoplastic , Humans , Middle Aged , Phenotype , Promoter Regions, Genetic , Sequence Analysis, DNA
7.
FEBS J ; 280(21): 5237-57, 2013 Nov.
Article in English | MEDLINE | ID: mdl-23876235

ABSTRACT

Acquired resistance to the anti-estrogen tamoxifen remains a significant challenge in breast cancer management. In this study, we used an integrative approach to characterize global protein expression and tyrosine phosphorylation events in tamoxifen-resistant MCF7 breast cancer cells (TamR) compared with parental controls. Quantitative mass spectrometry and computational approaches were combined to identify perturbed signalling networks, and candidate regulatory proteins were functionally interrogated by siRNA-mediated knockdown. Network analysis revealed that cellular metabolism was perturbed in TamR cells, together with pathways enriched for proteins associated with growth factor, cell-cell and cell matrix-initiated signalling. Consistent with known roles for Ras/MAPK and PI3-kinase signalling in tamoxifen resistance, tyrosine-phosphorylated MAPK1, SHC1 and PIK3R2 were elevated in TamR cells. Phosphorylation of the tyrosine kinase Yes and expression of the actin-binding protein myristoylated alanine-rich C-kinase substrate (MARCKS) were increased two- and eightfold in TamR cells respectively, and these proteins were selected for further analysis. Knockdown of either protein in TamR cells had no effect on anti-estrogen sensitivity, but significantly decreased cell motility. MARCKS expression was significantly higher in breast cancer cell lines than normal mammary epithelial cells and in ER-negative versus ER-positive breast cancer cell lines. In primary breast cancers, cytoplasmic MARCKS staining was significantly higher in basal-like and HER2 cancers than in luminal cancers, and was independently predictive of poor survival in multivariate analyses of the whole cohort (P < 0.0001) and in ER-positive patients (P = 0.0005). These findings provide network-level insights into the molecular alterations associated with the tamoxifen-resistant phenotype, and identify MARCKS as a potential biomarker of therapeutic responsiveness that may assist in stratification of patients for optimal therapy.


Subject(s)
Breast Neoplasms/metabolism , Carcinoma, Ductal, Breast/metabolism , Drug Resistance, Neoplasm , Intracellular Signaling Peptides and Proteins/metabolism , Membrane Proteins/metabolism , Phosphoproteins/metabolism , Tamoxifen/pharmacology , Antineoplastic Agents, Hormonal/pharmacology , Apoptosis , Blotting, Western , Breast Neoplasms/drug therapy , Breast Neoplasms/pathology , Carcinoma, Ductal, Breast/drug therapy , Carcinoma, Ductal, Breast/pathology , Cell Adhesion , Cell Cycle , Cell Movement , Cell Proliferation , Female , Gene Expression Regulation, Neoplastic , Humans , Immunoenzyme Techniques , Intracellular Signaling Peptides and Proteins/antagonists & inhibitors , Intracellular Signaling Peptides and Proteins/genetics , Membrane Proteins/antagonists & inhibitors , Membrane Proteins/genetics , Middle Aged , Myristoylated Alanine-Rich C Kinase Substrate , Phosphorylation/drug effects , Protein Interaction Maps , Proteomics , RNA, Messenger/genetics , RNA, Small Interfering/genetics , Real-Time Polymerase Chain Reaction , Receptor, ErbB-2/metabolism , Receptors, Estrogen/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Signal Transduction/drug effects , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Tissue Array Analysis , Tumor Cells, Cultured
8.
Cancer Res ; 70(22): 9391-401, 2010 Nov 15.
Article in English | MEDLINE | ID: mdl-20861192

ABSTRACT

To identify therapeutic targets and prognostic markers for basal breast cancers, breast cancer cell lines were subjected to mass spectrometry-based profiling of protein tyrosine phosphorylation events. This revealed that luminal and basal breast cancer cells exhibit distinct tyrosine phosphorylation signatures that depend on pathway activation as well as protein expression. Basal breast cancer cells are characterized by elevated tyrosine phosphorylation of Met, Lyn, EphA2, epidermal growth factor receptor (EGFR), and FAK, and Src family kinase (SFK) substrates such as p130Cas. SFKs exert a prominent role in these cells, phosphorylating key regulators of adhesion and migration and promoting tyrosine phosphorylation of the receptor tyrosine kinases EGFR and Met. Consistent with these observations, SFK inhibition attenuated cellular proliferation, survival, and motility. Basal breast cancer cell lines exhibited differential responsiveness to small molecule inhibitors of EGFR and Met that correlated with the degree of target phosphorylation, and reflecting kinase coactivation, inhibiting two types of activated network kinase (e.g., EGFR and SFKs) was more effective than single agent approaches. FAK signaling enhanced both proliferation and invasion, and Lyn was identified as a proinvasive component of the network that is associated with a basal phenotype and poor prognosis in patients with breast cancer. These studies highlight multiple kinases and substrates for further evaluation as therapeutic targets and biomarkers. However, they also indicate that patient stratification based on expression/activation of drug targets, coupled with use of multi-kinase inhibitors or combination therapies, may be required for effective treatment of this breast cancer subgroup.


Subject(s)
Breast Neoplasms/metabolism , Neoplasms, Basal Cell/metabolism , Signal Transduction , Tyrosine/metabolism , Animals , Apoptosis/drug effects , Blotting, Western , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Cell Line, Tumor , Cell Proliferation/drug effects , Cluster Analysis , ErbB Receptors/genetics , ErbB Receptors/metabolism , Female , Focal Adhesion Protein-Tyrosine Kinases/genetics , Focal Adhesion Protein-Tyrosine Kinases/metabolism , Humans , Kaplan-Meier Estimate , Mammary Neoplasms, Experimental/genetics , Mammary Neoplasms, Experimental/metabolism , Mammary Neoplasms, Experimental/pathology , Mice , Neoplasms, Basal Cell/genetics , Neoplasms, Basal Cell/pathology , Phosphoproteins/classification , Phosphoproteins/metabolism , Phosphorylation , Protein Kinase Inhibitors/pharmacology , Proteomics , Proto-Oncogene Proteins c-met/genetics , Proto-Oncogene Proteins c-met/metabolism , RNA Interference , src-Family Kinases/genetics , src-Family Kinases/metabolism
9.
Int J Cancer ; 127(6): 1486-92, 2010 Sep 01.
Article in English | MEDLINE | ID: mdl-20087860

ABSTRACT

Gab2, a docking-type signaling protein with demonstrated oncogenic potential, is overexpressed in breast cancer, but its prognostic significance and role in disease evolution remain unclear. Immunohistochemical detection of Gab2 in a large cohort of primary human breast cancers of known outcome revealed that while Gab2 expression was positively correlated with increased tumor grade, it did not correlate with disease recurrence or breast cancer-related death in the total cohort or in patients stratified according to lymph node, estrogen receptor (ER) or HER2 status. Interestingly, analysis of a "progression series" that included premalignant and preinvasive breast lesions as well as samples of metastatic disease revealed that Gab2 expression was significantly enhanced in the earliest lesion examined, usual ductal hyperplasia, with a further increase detected in ductal carcinoma in situ (DCIS). Furthermore, expression was less in invasive cancers and lymph node metastases than in DCIS, but still higher than in normal breast. These findings indicate that while Gab2 expression is not prognostic in breast cancer, its role in early disease evolution warrants further analysis, as Gab2 and its effectors may provide targets for novel strategies aimed at preventing breast cancer development.


Subject(s)
Adaptor Proteins, Signal Transducing/metabolism , Breast Neoplasms/metabolism , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Cohort Studies , Female , Genes, erbB-2 , Humans , Receptors, Estrogen/metabolism
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