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1.
Cancers (Basel) ; 12(12)2020 Nov 26.
Article En | MEDLINE | ID: mdl-33256106

Glioblastoma (GBM), a highly invasive and vascular malignancy is shown to rapidly develop resistance and evolve to a more invasive phenotype following bevacizumab (Bev) therapy. Rho Guanine Nucleotide Exchange Factor proteins (RhoGEFs) are mediators of key components in Bev resistance pathways, GBM and Bev-induced invasion. To identify GEFs with enhanced mRNA expression in the leading edge of GBM tumours, a cohort of GEFs was assessed using a clinical dataset. The GEF ßPix/COOL-1 was identified, and the functional effect of gene depletion assessed using 3D-boyden chamber, proliferation, and colony formation assays in GBM cells. Anti-angiogenic effects were assessed in endothelial cells using tube formation and wound healing assays. In vivo effects of ßPix/COOL-1-siRNA delivered via RGD-Nanoparticle in combination with Bev was studied in an invasive model of GBM. We found that siRNA-mediated knockdown of ßPix/COOL-1 in vitro decreased cell invasion, proliferation and increased apoptosis in GBM cell lines. Moreover ßPix/COOL-1 mediated endothelial cell migration in vitro. Mice treated with ßPix/COOL-1 siRNA-loaded RGD-Nanoparticle and Bev demonstrated a trend towards improved median survival compared with Bev monotherapy. Our hypothesis generating study suggests that the RhoGEF ßPix/COOL-1 may represent a target of vulnerability in GBM, in particular to improve Bev efficacy.

2.
Cancers (Basel) ; 12(10)2020 Oct 14.
Article En | MEDLINE | ID: mdl-33066609

Resistance to chemotherapy often results from dysfunctional apoptosis, however multiple proteins with overlapping functions regulate this pathway. We sought to determine whether an extensively validated, deterministic apoptosis systems model, 'DR_MOMP', could be used as a stratification tool for the apoptosis sensitiser and BCL-2 antagonist, ABT-199 in patient-derived xenograft (PDX) models of colorectal cancer (CRC). Through quantitative profiling of BCL-2 family proteins, we identified two PDX models which were predicted by DR_MOMP to be sufficiently sensitive to 5-fluorouracil (5-FU)-based chemotherapy (CRC0344), or less responsive to chemotherapy but sensitised by ABT-199 (CRC0076). Treatment with ABT-199 significantly improved responses of CRC0076 PDXs to 5-FU-based chemotherapy, but showed no sensitisation in CRC0344 PDXs, as predicted from systems modelling. 18F-Fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG-PET/CT) scans were performed to investigate possible early biomarkers of response. In CRC0076, a significant post-treatment decrease in mean standard uptake value was indeed evident only in the combination treatment group. Radiomic CT feature analysis of pre-treatment images in CRC0076 and CRC0344 PDXs identified features which could phenotypically discriminate between models, but were not predictive of treatment responses. Collectively our data indicate that systems modelling may identify metastatic (m)CRC patients benefitting from ABT-199, and that 18F-FDG-PET could independently support such predictions.

3.
PLoS One ; 13(6): e0198099, 2018.
Article En | MEDLINE | ID: mdl-29879147

Drug-related sinusoidal dilatation (SD) is a common form of hepatotoxicity associated with oxaliplatin-based chemotherapy used prior to resection of colorectal liver metastases (CRLM). Recently, hepatic SD has also been associated with anti-delta like 4 (DLL4) cancer therapies targeting the NOTCH pathway. To investigate the hypothesis that NOTCH signaling plays an important role in drug-induced SD, gene expression changes were examined in livers from anti-DLL4 and oxaliplatin-induced SD in non-human primate (NHP) and patients, respectively. Putative mechanistic biomarkers of bevacizumab (bev)-mediated protection against oxaliplatin-induced SD were also investigated. RNA was extracted from whole liver sections or centrilobular regions by laser-capture microdissection (LCM) obtained from NHP administered anti-DLL4 fragment antigen-binding (F(ab')2 or patients with CRLM receiving oxaliplatin-based chemotherapy with or without bev. mRNA expression was quantified using high-throughput real-time quantitative PCR. Significance analysis was used to identify genes with differential expression patterns (false discovery rate (FDR) < 0.05). Eleven (CCL2, CCND1, EFNB2, ERG, ICAM1, IL16, LFNG, NOTCH1, NOTCH4, PRDX1, and TGFB1) and six (CDH5, EFNB2, HES1, IL16, MIK67, HES1 and VWF) candidate genes were differentially expressed in the liver of anti-DLL4- and oxaliplatin-induced SD, respectively. Addition of bev to oxaliplatin-based chemotherapy resulted in differential changes in hepatic CDH5, HEY1, IL16, JAG1, MMP9, NOTCH4 and TIMP1 expression. This work implicates NOTCH and IL16 pathways in the pathogenesis of drug-induced SD and further explains the hepato-protective effect of bev in oxaliplatin-induced SD observed in CRLM patients.


Chemical and Drug Induced Liver Injury/genetics , Colorectal Neoplasms/drug therapy , Liver/drug effects , Liver/pathology , Oxaliplatin/adverse effects , Transcriptome , Aged , Animals , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biopsy , Capillaries/drug effects , Capillaries/metabolism , Capillaries/pathology , Colorectal Neoplasms/pathology , Dilatation, Pathologic/chemically induced , Dilatation, Pathologic/genetics , Female , Gene Expression Profiling , Humans , Liver/blood supply , Liver/metabolism , Liver Neoplasms/secondary , Macaca fascicularis , Male , Middle Aged , Neovascularization, Pathologic/chemically induced , Neovascularization, Pathologic/genetics , Oxaliplatin/administration & dosage , Transcriptome/drug effects
5.
Nat Rev Cancer ; 17(4): 254-268, 2017 04.
Article En | MEDLINE | ID: mdl-28104906

Patient-derived xenografts (PDXs) have emerged as an important platform to elucidate new treatments and biomarkers in oncology. PDX models are used to address clinically relevant questions, including the contribution of tumour heterogeneity to therapeutic responsiveness, the patterns of cancer evolutionary dynamics during tumour progression and under drug pressure, and the mechanisms of resistance to treatment. The ability of PDX models to predict clinical outcomes is being improved through mouse humanization strategies and the implementation of co-clinical trials, within which patients and PDXs reciprocally inform therapeutic decisions. This Opinion article discusses aspects of PDX modelling that are relevant to these questions and highlights the merits of shared PDX resources to advance cancer medicine from the perspective of EurOPDX, an international initiative devoted to PDX-based research.


Neoplasms/therapy , Precision Medicine , Xenograft Model Antitumor Assays , Animals , Biomarkers, Tumor/analysis , Clinical Trials as Topic , Disease Models, Animal , Drug Resistance, Neoplasm , Humans , Immunotherapy , Mice , Neoplasm Metastasis , Neoplasms/pathology , Neoplastic Stem Cells/physiology
6.
PLoS One ; 12(1): e0169964, 2017.
Article En | MEDLINE | ID: mdl-28129334

Sunitinib is a tyrosine kinase inhibitor approved for the treatment of multiple solid tumors. However, cardiotoxicity is of increasing concern, with a need to develop rational mechanism driven approaches for the early detection of cardiac dysfunction. We sought to interrogate changes in cardiac energy substrate usage during sunitinib treatment, hypothesising that these changes could represent a strategy for the early detection of cardiotoxicity. Balb/CJ mice or Sprague-Dawley rats were treated orally for 4 weeks with 40 or 20 mg/kg/day sunitinib. Cardiac positron emission tomography (PET) was implemented to investigate alterations in myocardial glucose and oxidative metabolism. Following treatment, blood pressure increased, and left ventricular ejection fraction decreased. Cardiac [18F]-fluorodeoxyglucose (FDG)-PET revealed increased glucose uptake after 48 hours. [11C]Acetate-PET showed decreased myocardial perfusion following treatment. Electron microscopy revealed significant lipid accumulation in the myocardium. Proteomic analyses indicated that oxidative metabolism, fatty acid ß-oxidation and mitochondrial dysfunction were among the top myocardial signalling pathways perturbed. Sunitinib treatment results in an increased reliance on glycolysis, increased myocardial lipid deposition and perturbed mitochondrial function, indicative of a fundamental energy crisis resulting in compromised myocardial energy metabolism and function. Our findings suggest that a cardiac PET strategy may represent a rational approach to non-invasively monitor metabolic pathway remodeling following sunitinib treatment.


Heart/diagnostic imaging , Indoles/adverse effects , Metabolic Networks and Pathways/drug effects , Positron-Emission Tomography , Pyrroles/adverse effects , Animals , Fluorodeoxyglucose F18/therapeutic use , Heart/drug effects , Humans , Indoles/administration & dosage , Male , Myocardium/metabolism , Myocardium/pathology , Proteomics , Pyrroles/administration & dosage , Rats , Rats, Sprague-Dawley , Sunitinib , Ventricular Function, Left/drug effects
7.
Eur J Nucl Med Mol Imaging ; 43(9): 1673-83, 2016 Aug.
Article En | MEDLINE | ID: mdl-26975402

PURPOSE: Resistance to bevacizumab (BEV) in glioblastoma is believed to occur via activation of molecular networks including the mTOR/PI3K pathway. Using an MR/PET molecular imaging biomarker approach, we investigated the response to combining BEV with the mTOR/PI3K inhibitor BEZ235. METHODS: Tumours were established by orthotopically implanting U87MG-luc2 cells in mice. Animals were treated with BEZ235 and/or BEV, and imaged using diffusion-weighted-MRI, T2-weighted and T2*-weighted before and after administration of superparamagnetic iron oxide contrast agent. Maps for changes in relaxation rates (ΔR2, ΔR2* and apparent diffusion coefficient) were calculated. Vessel size index and microvessel density index were derived. 3'-Deoxy-3'-[(18)F]fluorothymidine ([(18)F]FLT) PET and O-(2-[(18)F]fluoroethyl)-L-tyrosine ([(18)F]FET) PET were further performed and tumour endothelium/proliferation markers assessed by immunohistochemistry. RESULTS: Treatment with BEV resulted in a pronounced decrease in tumour volume (T2-weighted MRI). No additive effect on tumour volume was observed with the BEV/BEZ235 combination compared with BEV monotherapy. The Ki67 proliferation index and [(18)F]FLT uptake studies were used to support the observations. Using ΔR2* and ΔR2 values, respectively, the BEV/BEZ235 combination significantly reduced tumour microvessel volume in comparison to BEV alone. Decreased microvessel density index was further observed in animals treated with the combination, supported by von Willebrand factor (vWF) immunohistochemistry. [(18)F]FET uptake was decreased following treatment with BEV alone, but was not further reduced following treatment with the combination. vWF immunohistochemistry analysis showed that the mean tumour vessel size was increased in all cohorts. CONCLUSION: Assessing MR imaging biomarker parameters together with [(18)F]FET and [(18)F]FLT PET provided information on mechanism of action of the drug combination and clues as to potential clinical responses. Following translation to clinical use, treatment with a BEV/BEZ235 combination could reduce peritumoral oedema obviating the requirement for steroids. The use of hypothesis-driven molecular imaging studies facilitates the preclinical evaluation of drug response. Studies of this kind may more accurately predict the clinical potential of the BEV/BEZ235 combination regimen as a novel therapeutic approach in oncology.


Bevacizumab/pharmacology , Glioblastoma/pathology , Imidazoles/pharmacology , Magnetic Resonance Imaging , Phosphoinositide-3 Kinase Inhibitors , Positron-Emission Tomography , Quinolines/pharmacology , TOR Serine-Threonine Kinases/antagonists & inhibitors , Animals , Biological Transport/drug effects , Biomarkers, Tumor/metabolism , Cell Line, Tumor , Drug Interactions , Female , Glioblastoma/blood supply , Glioblastoma/diagnostic imaging , Glioblastoma/metabolism , Humans , Mice , Microvessels/drug effects , Microvessels/pathology , Microvessels/physiopathology , Multimodal Imaging , Protein Kinase Inhibitors/pharmacology , Tumor Burden/drug effects , Tyrosine/analogs & derivatives , Tyrosine/metabolism , Xenograft Model Antitumor Assays
8.
J Neurosci Methods ; 233: 99-104, 2014 Aug 15.
Article En | MEDLINE | ID: mdl-24952322

BACKGROUND: Glioblastoma (GBM) is the most common and malignant primary brain tumour having a median survival of just 12-18 months following standard therapy protocols. Local recurrence, post-resection and adjuvant therapy occurs in most cases. NEW METHOD: U87MG-luc2-bearing GBM xenografts underwent 4.5mm craniectomy and tumour resection using microsurgical techniques. The cranial defect was repaired using a novel modified cranial window technique consisting of a circular microscope coverslip held in place with glue. RESULTS: Immediate post-operative bioluminescence imaging (BLI) revealed a gross total resection rate of 75%. At censor point 4 weeks post-resection, Kaplan-Meier survival analysis revealed 100% survival in the surgical group compared to 0% in the non-surgical cohort (p=0.01). No neurological defects or infections in the surgical group were observed. GBM recurrence was reliably imaged using facile non-invasive optical bioluminescence (BLI) imaging with recurrence observed at week 4. COMPARISON WITH EXISTING METHOD(S): For the first time, we have used a novel cranial defect repair method to extend and improve intracranial surgical resection methods for application in translational GBM rodent disease models. Combining BLI and the cranial window technique described herein facilitates non-invasive serial imaging follow-up. CONCLUSION: Within the current context we have developed a robust methodology for establishing a clinically relevant imageable GBM surgical resection model that appropriately mimics GBM recurrence post resection in patients.


Brain Neoplasms/surgery , Glioblastoma/surgery , Neoplasm Transplantation/methods , Neurosurgical Procedures , Animals , Brain Neoplasms/pathology , Cell Line, Tumor , Follow-Up Studies , Glioblastoma/pathology , Humans , Kaplan-Meier Estimate , Luminescent Measurements/methods , Neoplasm Recurrence, Local , Optical Imaging , Random Allocation , Rats , Reproducibility of Results
9.
Drug Discov Today ; 18(21-22): 1052-66, 2013 Nov.
Article En | MEDLINE | ID: mdl-23792334

Current therapeutic strategies against glioblastoma (GBM) have failed to prevent disease progression and recurrence effectively. The part played by molecular imaging (MI) in the development of novel therapies has gained increasing traction in recent years. For the first time, using expertise from an integrated multidisciplinary group of authors, herein we present a comprehensive evaluation of state-of-the-art GBM imaging and explore how advances facilitate the emergence of new treatment options. We propose a novel next-generation treatment paradigm based on the targeting of multiple hallmarks of cancer evolution that will heavily rely on MI.


Brain Neoplasms/diagnosis , Glioblastoma/diagnosis , Molecular Imaging/methods , Animals , Brain Neoplasms/pathology , Brain Neoplasms/therapy , Disease Progression , Glioblastoma/pathology , Glioblastoma/therapy , Humans , Neoplasm Recurrence, Local/prevention & control
10.
Mol Imaging ; 12(3): 161-72, 2013 May.
Article En | MEDLINE | ID: mdl-23490442

Glioblastoma multiforme (GBM), the most aggressive brain malignancy, is characterized by extensive cellular proliferation, angiogenesis, and single-cell infiltration into the brain. We have previously shown that a xenograft model based on serial xenotransplantation of human biopsy spheroids in immunodeficient rodents maintains the genotype and phenotype of the original patient tumor. The present work further extends this model for optical assessment of tumor engraftment and growth using bioluminescence imaging (BLI). A method for successful lentiviral transduction of the firefly luciferase gene into multicellular spheroids was developed and implemented to generate optically active patient tumor cells. Luciferase-expressing spheroids were injected into the brains of immunodeficient mice. BLI photon counts and tumor volumes from magnetic resonance imaging (MRI) were correlated. Luciferase-expressing tumors recapitulated the histopathologic hallmarks of human GBMs and showed proliferation rates and microvessel density counts similar to those of wild-type xenografts. Moreover, we detected widespread invasion of luciferase-positive tumor cells in the mouse brains. Herein we describe a novel optically active model of GBM that closely mimics human pathology with respect to invasion, angiogenesis, and proliferation indices. The model may thus be routinely used for the assessment of novel anti-GBM therapeutic approaches implementing well-established and cost-effective optical imaging strategies.


Biopsy/methods , Glioblastoma/diagnosis , Luminescent Measurements/methods , Magnetic Resonance Imaging/methods , Molecular Imaging/methods , Animals , Disease Models, Animal , Female , Humans , Male , Mice , Mice, SCID , Neoplasm Transplantation , Transplantation, Heterologous
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