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1.
Breast Cancer Res Treat ; 185(2): 507-515, 2021 Jan.
Article in English | MEDLINE | ID: mdl-33064230

ABSTRACT

PURPOSE: To update and expand on data related to treatment, resource utilization, and costs by cancer stage in Canadian patients with hormone receptor-positive (HR+)/human epidermal growth factor receptor 2-negative (HER2-) breast cancer (BC). METHODS: We analyzed data for adult women diagnosed with invasive HR+/HER2- BC between 2012 and 2016 utilizing the publicly funded health care system in Ontario. Baseline characteristics, treatment received, and health care use were descriptively compared by cancer stage (I-III vs. IV). Resource use was multiplied by unit costs for publicly funded health care services to calculate costs. RESULTS: Our study included 21,360 patients with stage I-III plus 813 with stage IV HR+/HER2- BC. Surgery was performed on 20,510 patients with stage I-III disease (96.0%), with the majority having a lumpectomy, and radiation was received by 15,934 (74.6%). Few (n = 1601, 7.8%) received neoadjuvant and most (n = 15,655, 76.3%) received adjuvant systemic treatment. Seven hundred and fifty eight patients with metastatic disease (93.2%) received systemic therapy; 542 (66.7%) received endocrine therapy. Annual per patient health care costs were three times higher in the stage IV vs. stage I-III cohort with inpatient hospital services representing nearly 40% of total costs. CONCLUSION: The costs associated with metastatic HR+/HER2- BC reflect a significant disease burden. Low endocrine treatment rates captured by the publicly funded system suggest guideline non-adherence or that a fair portion of Ontarian patients may be incurring out-of-pocket drug costs.


Subject(s)
Breast Neoplasms , Health Care Costs , Patient Acceptance of Health Care , Receptor, ErbB-2 , Adult , Breast Neoplasms/epidemiology , Breast Neoplasms/therapy , Case-Control Studies , Female , Hormones , Humans , Ontario/epidemiology , Receptor, ErbB-2/genetics
2.
Breast Cancer Res Treat ; 185(3): 807-815, 2021 Feb.
Article in English | MEDLINE | ID: mdl-33090268

ABSTRACT

PURPOSE: We sought to expand the currently limited, Canadian, population-based data on the characteristics, treatment pathways, and health care costs according to stage in patients with human epidermal growth factor receptor-2 positive (HER2+) breast cancer (BC). METHODS: We extracted data from the publicly funded health care system in Ontario. Baseline characteristics, treatment patterns, and health care costs were descriptively compared by cancer stage (I-III vs. IV) for adult women diagnosed with invasive HER2+ BC between 2012 and 2016. Resource use was multiplied by unit costs for publicly funded health care services to calculate costs. RESULTS: Overall, 4535 patients with stage I-III and 354 with stage IV HER2+ BC were identified. Most patients with stage I-III disease were treated with surgery (4372, 96.4%), with the majority having a lumpectomy, and 3521 (77.6%) received radiation. Neoadjuvant (NAT) and adjuvant (AT) systemic treatment rates were 20.1% (n = 920) and 88.8% (n = 3065), respectively. Systemic treatment was received by 311 patients (87.9%) with metastatic HER2+ BC, 264 of whom (84.9%) received trastuzumab. Annual health care costs per patient were nearly 3 times higher for stage IV vs. stage I-III HER2+ BC. CONCLUSION: Per-patient annual costs were substantially higher for women with metastatic HER2+ BC, despite less frequent exposure to surgery and radiation compared to those with early stage disease. Increasing NAT rates in early stage disease represent a critical opportunity to prevent recurrence and reduce the costs associated with treating metastatic HER2+ BC.


Subject(s)
Breast Neoplasms , Adult , Breast Neoplasms/epidemiology , Breast Neoplasms/therapy , Female , Humans , Neoplasm Recurrence, Local , Ontario/epidemiology , Receptor, ErbB-2/genetics , Trastuzumab/therapeutic use
3.
Cancer Med ; 9(20): 7548-7557, 2020 10.
Article in English | MEDLINE | ID: mdl-32862501

ABSTRACT

BACKGROUND: There have been few publications exploring the characteristics, treatment pathways, and health-care costs by stage in patients with a triple-negative breast cancer (TNBC) phenotype. METHODS: Data from a publicly funded health-care system in Ontario were assessed. Baseline characteristics, treatment patterns, and health-care costs were descriptively compared by cancer stage (I-III vs IV) for adult women diagnosed with invasive TNBC between 2012 and 2016. Resource use was multiplied by unit costs for publicly funded health-care services to calculate health system-related costs. RESULTS: A total of 3271 cases were identified, 3081 with stage I-III and 190 with stage IV TNBC. Baseline characteristics were aligned with previous reports. Surgery was the most common treatment among patients with stage I-III disease (n = 2979, 96.7%); 557 (18.7%) received neoadjuvant therapy (NAT) and 1974 (66.3%) received adjuvant therapy (AT), the latter at a median of 44 days postsurgery, and 2446 (79.4%) in the stage I-III cohort received radiation. Treatment for metastatic TNBC included surgery in 48 (25.3%), systemic therapy in 138 (72.6%), and radiotherapy in 112 (58.9%) patients. Top drug regimens included anthracyclines/taxanes. Annual per-patient health care costs were four times higher for stage IV vs. stage I-III TNBC. CONCLUSION: Per-patient costs were higher in metastatic TNBC, despite a less frequent use of all treatment modalities compared to early TNBC. Treatment patterns were aligned with the options available at the time; however, neoadjuvant treatment rates were low.


Subject(s)
Health Care Costs/statistics & numerical data , Health Resources , Health Services Accessibility/statistics & numerical data , Practice Patterns, Physicians'/statistics & numerical data , Triple Negative Breast Neoplasms/epidemiology , Adolescent , Adult , Aged, 80 and over , Disease Management , Female , Humans , Neoplasm Staging , Ontario/epidemiology , Public Health Surveillance , Triple Negative Breast Neoplasms/diagnosis , Triple Negative Breast Neoplasms/therapy
4.
Cancer Res ; 77(3): 696-706, 2017 02 01.
Article in English | MEDLINE | ID: mdl-27899382

ABSTRACT

Metastatic relapse is the major cause of death in pediatric neuroblastoma, where there remains a lack of therapies to target this stage of disease. To understand the molecular mechanisms mediating neuroblastoma metastasis, we developed a mouse model using intracardiac injection and in vivo selection to isolate malignant cell subpopulations with a higher propensity for metastasis to bone and the central nervous system. Gene expression profiling revealed primary and metastatic cells as two distinct cell populations defined by differential expression of 412 genes and of multiple pathways, including CADM1, SPHK1, and YAP/TAZ, whose expression independently predicted survival. In the metastatic subpopulations, a gene signature was defined (MET-75) that predicted survival of neuroblastoma patients with metastatic disease. Mechanistic investigations demonstrated causal roles for CADM1, SPHK1, and YAP/TAZ in mediating metastatic phenotypes in vitro and in vivo Notably, pharmacologic targeting of SPHK1 or YAP/TAZ was sufficient to inhibit neuroblastoma metastasis in vivo Overall, we identify gene expression signatures and candidate therapeutics that could improve the treatment of metastatic neuroblastoma. Cancer Res; 77(3); 696-706. ©2017 AACR.


Subject(s)
Neoplasm Invasiveness/genetics , Neoplasm Invasiveness/pathology , Neuroblastoma/genetics , Neuroblastoma/pathology , Transcriptome , Animals , Cell Line, Tumor , Disease Models, Animal , Gene Expression Profiling , Heterografts , Immunoblotting , Magnetic Resonance Imaging , Male , Mice , Mice, Inbred NOD , Mice, SCID , Oligonucleotide Array Sequence Analysis , X-Ray Microtomography
5.
Curr Drug Discov Technol ; 10(4): 283-304, 2013 Dec.
Article in English | MEDLINE | ID: mdl-23701117

ABSTRACT

Mass spectrometry-based technologies are increasingly utilized in drug discovery. Phosphoproteomics in particular has allowed for the efficient surveying of phosphotyrosine signaling pathways involved in various diseases states, most prominently in cancer. We describe a phosphotyrosine-based proteomics screening approach to identify signaling pathways and tyrosine kinase inhibitor targets in highly tumorigenic human lymphoma-like primary cells. We identified several receptor tyrosine kinase pathways and validated SRC family kinases (SFKs) as potential drug targets for targeted selection of small molecule inhibitors. BMS-354825 (dasatinib) and SKI-606 (bosutinib), second and third generation clinical SFK/ABL inhibitors, were found to be potent cytotoxic agents against tumorigenic cells with low toxicity to normal pediatric stem cells. Both SFK inhibitors reduced ERK1/2 and AKT phosphorylation and induced apoptosis. This study supports the adaptation of high-end mass spectrometry techniques for the efficient identification of candidate tyrosine kinases as novel therapeutic targets in primary cancer cell lines.


Subject(s)
Aniline Compounds/pharmacology , Nitriles/pharmacology , Protein Kinase Inhibitors/pharmacology , Pyrimidines/pharmacology , Quinolines/pharmacology , Thiazoles/pharmacology , src-Family Kinases/genetics , Apoptosis/drug effects , Cell Line, Tumor , Cell Proliferation/drug effects , Dasatinib , Gene Expression Profiling , Humans , Lymphoma , Mitogen-Activated Protein Kinase 1/metabolism , Mitogen-Activated Protein Kinase 3/metabolism , Phosphorylation , Proteomics , Proto-Oncogene Proteins c-akt/metabolism
6.
Breast Cancer Res ; 14(3): R74, 2012 May 08.
Article in English | MEDLINE | ID: mdl-22569336

ABSTRACT

INTRODUCTION: CT10 regulator of kinase (Crk) adaptor proteins (CrkI, CrkII and CrkL) play a role in integrating signals for migration and invasion of highly malignant breast cancer cell lines. This has important implications, as elevated CrkI/II protein levels were observed in a small cohort of breast cancer patients, which identified a potential role for Crk proteins in breast cancer progression. Numerous in vitro studies identified a role for Crk proteins in cell motility, but little is known about how Crk proteins contribute to breast cancer progression in vivo. METHODS: The clinical significance of Crk proteins in human breast cancer was assessed by analyzing published breast cancer datasets using a gene expression signature that was generated following CrkII over-expression and by examining Crk protein expression in tissue microarrays of breast tumors (n = 254). Stable knockdown of Crk (CrkI/CrkII/CrkL) proteins was accomplished using a short hairpin RNA (shRNA)-mediated approach in two basal breast cancer cell lines, MDA-231 1833TR and SUM1315, where the former have a high affinity to form bone metastases. Both in vitro assays (cell migration, invasion, soft agar growth) and in vivo experiments (intra-cardiac, tibial and mammary fat pad injections) were performed to assess the functional significance of Crk proteins in breast cancer. RESULTS: A gene signature derived following CrkII over-expression correlated significantly with basal breast cancers and with high grade and poor outcome in general. Moreover, elevated Crk immunostaining on tissue microarrays revealed a significant association with highly proliferative tumors within the basal subtype. RNAi-mediated knockdown of all three Crk proteins in metastatic basal breast cancer cells established a continued requirement for Crk in cell migration and invasion in vitro and metastatic growth in vivo. Furthermore, Crk ablation suppressed anchorage independent growth and in vivo orthotopic tumor growth. This was associated with diminished cell proliferation and was rescued by expression of non-shRNA targeted CrkI/II. Perturbations in tumor progression correlated with altered integrin signaling, including decreased cell spreading, diminished p130Cas phosphorylation, and Cdc42 activation. CONCLUSIONS: These data highlight the physiological importance of Crk proteins in regulating growth of aggressive basal breast cancer cells and identify Crk-dependent signaling networks as promising therapeutic targets.


Subject(s)
Adaptor Proteins, Signal Transducing/metabolism , Breast Neoplasms/metabolism , Cell Transformation, Neoplastic , Nuclear Proteins/metabolism , Proto-Oncogene Proteins c-crk/metabolism , Animals , Bone Neoplasms/secondary , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Cell Line, Tumor , Cell Movement , Cell Proliferation , Crk-Associated Substrate Protein/metabolism , Female , Gene Expression Regulation, Neoplastic , Humans , Integrins/metabolism , Mammary Neoplasms, Animal/genetics , Mammary Neoplasms, Animal/metabolism , Mice , Mice, Nude , Neoplasm Invasiveness , Phosphorylation , RNA Interference , RNA, Small Interfering , cdc42 GTP-Binding Protein/metabolism
7.
Am J Pathol ; 176(1): 446-60, 2010 Jan.
Article in English | MEDLINE | ID: mdl-20008144

ABSTRACT

The v-Crk protein was originally isolated as the oncogene fusion product of the CT10 chicken retrovirus. Cellular homologues of v-Crk include Crk, which encodes two alternatively spliced proteins (CrkI and CrkII), and CrkL. Though CrkI/II proteins are elevated in several types of cancer, including breast, the question of whether these Crk adaptor proteins can promote breast cancer has not been addressed. We created a transgenic mouse model that allows the expression of CrkII through the hormonally responsive mouse mammary tumor virus promoter. During puberty, transgenic mice were found to have delayed ductal outgrowth, characterized by increased collagen surrounding the terminal end buds. In post-pubertal mice, precocious ductal branching was observed and associated with increased proliferation. Focal mammary tumors appeared in a subset of animals, with a latency of approximately 15 months. Mouse mammary tumor virus/CrkII tumors showed high levels of Crk protein as well as various cytokeratin markers characteristic of their respective tumor pathologies. This study demonstrates that the precise expression of CrkII is critical for integrating signals for ductal outgrowth and branching morphogenesis during mammary gland development. Furthermore, this study provides evidence for a potential role of CrkII in integrating signals for breast cancer progression in vivo, which has important implications for elevated CrkII observed in human cancer.


Subject(s)
Mammary Glands, Animal/pathology , Mammary Neoplasms, Animal/pathology , Proto-Oncogene Proteins c-crk/genetics , Transgenes/genetics , Aging/pathology , Animals , Cell Proliferation , Collagen/metabolism , Connective Tissue Growth Factor/metabolism , Epithelium/metabolism , Epithelium/pathology , Female , Gene Expression Regulation, Neoplastic , Genetic Predisposition to Disease , Mammary Glands, Animal/growth & development , Mammary Neoplasms, Animal/metabolism , Mice , Mice, Transgenic , Nerve Growth Factors/metabolism , Netrins , Protein Isoforms/metabolism , Proto-Oncogene Proteins c-crk/metabolism
8.
Am J Pathol ; 167(6): 1753-62, 2005 Dec.
Article in English | MEDLINE | ID: mdl-16314485

ABSTRACT

To evaluate the expression of the Tie2/Tek tyrosine kinase receptor in tumor blood vessels, we examined Tie2lacZ(+)/RAG1(-) mice. There was considerable heterogeneity (Tie2-negative, Tie2-positive, or Tie2-composite blood vessels) in subcutaneous xenografts of human colorectal carcinoma (HCT116; 97.5% Tie2-positive vessels) versus human melanoma (WM115; 75.9% Tie2-positive vessels). Similar patterns of Tie2 expression occurred in abdominal metastases derived from the same cell lines. Immunostaining for endothelial markers and Tie2 revealed that endogenous protein levels corresponded with transgene activity. Endothelial cells were confirmed to be of mouse origin through triple immunofluorescence staining with mouse antiserum to human nuclei, isolectin GS-IB(4), and anti-Tie2. Similar Tie2 heterogeneity was observed in clinical specimens from a variety of human cancers, including malignant melanoma and colorectal carcinoma. We also examined the effect of Tek-Delta Fc anti-angiogenic therapy on tumor growth and Tie2 expression patterns in HCT116 and WM115 subcutaneous xenografts. Tek-Delta induced extensive tumor regression in HCT116 tumors and concomitant reductions in Tie2-expressing blood vessels. However, no significant responses were seen in Tek-Delta-treated WM115 tumors. Thus, vascular heterogeneity of Tie2 expression is cancer-type specific, suggesting that the tumor microenvironment and/or direct cancer cell interactions influence Tie2 endothelial expression.


Subject(s)
Angiogenesis Inhibitors/therapeutic use , Microcirculation/physiology , Neoplasms/blood supply , Receptor, TIE-2/genetics , Animals , Colorectal Neoplasms/blood supply , Colorectal Neoplasms/pathology , Homeodomain Proteins/genetics , Humans , Lac Operon , Melanoma/blood supply , Melanoma/pathology , Mice , Mice, Inbred C57BL , Mice, Knockout , Mice, Transgenic , Microcirculation/pathology , Neoplasm Metastasis , Neoplasm Transplantation , Neovascularization, Pathologic , Transplantation, Heterologous
9.
Mol Cancer Res ; 3(4): 183-94, 2005 Apr.
Article in English | MEDLINE | ID: mdl-15831672

ABSTRACT

Crk adaptor proteins play an important role during cellular signaling by mediating the formation of protein complexes. Increased levels of Crk proteins are observed in several human cancers and overexpression of Crk in epithelial cell cultures promotes enhanced cell dispersal and invasion, implicating Crk as a regulator of invasive responses. To determine the requirement of Crk for invasive signals, we targeted the CRKI/II gene by RNA interference. Consistent knockdown of CrkI/II was observed with two small interfering RNA targeting sequences in all human cancer cell lines tested. CrkI/II knockdown resulted in a significant decrease in migration and invasion of multiple malignant breast and other human cancer cell lines (MDA-231, MDA-435s, H1299, KB, and HeLa). Moreover, CrkI/II knockdown decreased cell spreading on extracellular matrix and led to a decrease in actin stress fibers and the formation of mature focal adhesions. Using immunohistochemistry, we show elevated CrkI/II protein levels in patients with breast adenocarcinoma. Together, these studies identify Crk adaptor proteins as critical integrators of upstream signals for cell invasion and migration in human cancer cell lines and support a role for Crk in metastatic spread.


Subject(s)
Adenocarcinoma/secondary , Breast Neoplasms/pathology , Proto-Oncogene Proteins/metabolism , Signal Transduction/physiology , Adenocarcinoma/metabolism , Breast Neoplasms/metabolism , Cell Adhesion/physiology , Cell Movement/physiology , HeLa Cells , Humans , Neoplasm Invasiveness , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins c-crk , RNA, Small Interfering , Stress Fibers/metabolism
10.
Clin Exp Metastasis ; 20(3): 215-27, 2003.
Article in English | MEDLINE | ID: mdl-12741680

ABSTRACT

The major obstacle to devising effective ways to treat cancer is its heterogeneity and genetic instability. It was originally postulated that targeting the process of tumor angiogenesis could circumvent this problem, as it involves genetically stable epigenetically controlled host stroma. Thus, anti-angiogenic approaches should be applicable across various tumor types and organ sites, including metastases. However, early clinical experience with this therapy revealed unexpectedly distinct responses between different tumors and organ sites. Here we propose that the heterogeneity of pre-clinical and clinical results obtained with anti-angiogenic agents stems from the deep functional linkage that may exist between genetic and epigenetic tumor progression. Thus, epigenetic processes regulating tumor associated host blood vessels (such as tumor microenvironment) display unstable, heterogeneous and progressive characteristics to an extent comparable with (and causally linked to) the instability of the cancer cell genome. As well, many known epigenetic factors (such as hypoxia, inflammation, expression of growth factors, etc.) may have genetic causes and consequences (e.g., oncogene expression, loss of tumor suppressor genes). This reciprocal interrelationship and heterogeneity may translate into site and stage specific changes in angiogenesis regulation, and angiogenesis dependence, ultimately to changes in the metastatic ability/efficiency of cancer cells, even in the same patient. A better understanding of the linkage between genetic and epigenetic events in growth and metastasis of various cancers may result in more effective use of anti-angiogenic therapy in future.


Subject(s)
Neoplasm Metastasis/genetics , Neoplasms/blood supply , Neovascularization, Pathologic/genetics , Angiogenesis Inhibitors/therapeutic use , Animals , Growth Substances/physiology , Humans , Neoplasm Invasiveness/genetics , Neoplasm Metastasis/prevention & control , Neovascularization, Pathologic/prevention & control
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