49 results on '"Moestue SA"'
Search Results
2. Distinct choline metabolic profiles are associated with differences in gene expression for basal-like and luminal-like breast cancer xenograft models.
- Author
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Moestue SA, Borgan E, Huuse EM, Lindholm EM, Sitter B, Børresen-Dale AL, Engebraaten O, Maelandsmo GM, Gribbestad IS, Moestue, Siver A, Borgan, Eldrid, Huuse, Else M, Lindholm, Evita M, Sitter, Beathe, Børresen-Dale, Anne-Lise, Engebraaten, Olav, Maelandsmo, Gunhild M, and Gribbestad, Ingrid S
- Abstract
Background: Increased concentrations of choline-containing compounds are frequently observed in breast carcinomas, and may serve as biomarkers for both diagnostic and treatment monitoring purposes. However, underlying mechanisms for the abnormal choline metabolism are poorly understood.Methods: The concentrations of choline-derived metabolites were determined in xenografted primary human breast carcinomas, representing basal-like and luminal-like subtypes. Quantification of metabolites in fresh frozen tissue was performed using high-resolution magic angle spinning magnetic resonance spectroscopy (HR MAS MRS). The expression of genes involved in phosphatidylcholine (PtdCho) metabolism was retrieved from whole genome expression microarray analyses. The metabolite profiles from xenografts were compared with profiles from human breast cancer, sampled from patients with estrogen/progesterone receptor positive (ER+/PgR+) or triple negative (ER-/PgR-/HER2-) breast cancer.Results: In basal-like xenografts, glycerophosphocholine (GPC) concentrations were higher than phosphocholine (PCho) concentrations, whereas this pattern was reversed in luminal-like xenografts. These differences may be explained by lower choline kinase (CHKA, CHKB) expression as well as higher PtdCho degradation mediated by higher expression of phospholipase A2 group 4A (PLA2G4A) and phospholipase B1 (PLB1) in the basal-like model. The glycine concentration was higher in the basal-like model. Although glycine could be derived from energy metabolism pathways, the gene expression data suggested a metabolic shift from PtdCho synthesis to glycine formation in basal-like xenografts. In agreement with results from the xenograft models, tissue samples from triple negative breast carcinomas had higher GPC/PCho ratio than samples from ER+/PgR+ carcinomas, suggesting that the choline metabolism in the experimental models is representative for luminal-like and basal-like human breast cancer.Conclusions: The differences in choline metabolite concentrations corresponded well with differences in gene expression, demonstrating distinct metabolic profiles in the xenograft models representing basal-like and luminal-like breast cancer. The same characteristics of choline metabolite profiles were also observed in patient material from ER+/PgR+ and triple-negative breast cancer, suggesting that the xenografts are relevant model systems for studies of choline metabolism in luminal-like and basal-like breast cancer. [ABSTRACT FROM AUTHOR]- Published
- 2010
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3. Single-cell tracking as a tool for studying EMT-phenotypes.
- Author
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Quinsgaard EMB, Korsnes MS, Korsnes R, and Moestue SA
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- Cell Line, Tumor, Phenotype, Biomarkers, Cell Movement, Cell Tracking, Epithelial-Mesenchymal Transition genetics
- Abstract
This article demonstrates that label-free single-cell video tracking is a useful approach for in vitro studies of Epithelial-Mesenchymal Transition (EMT). EMT is a highly heterogeneous process, involved in wound healing, embryogenesis and cancer. The process promotes metastasis, and increased understanding can aid development of novel therapeutic strategies. The role of EMT-associated biomarkers depends on biological context, making it challenging to compare and interpret data from different studies. We demonstrate single-cell video tracking for comprehensive phenotype analysis. In this study we performed single-cell video tracking on 72-h long recordings. We quantified several behaviours at a single-cell level during induced EMT in MDA-MB-468 cells. This revealed notable variations in migration speed, with different dose-response patterns and varying distributions of speed. By registering cell morphologies during the recording, we determined preferred paths of morphological transitions. We also found a clear association between migration speed and cell morphology. We found elevated rates of cell death, diminished proliferation, and an increase in mitotic failures followed by re-fusion of sister-cells. The method allows tracking of phenotypes in cell lineages, which can be particularly useful in epigenetic studies. Sister-cells were found to have significant similarities in their speeds and morphologies, illustrating the heritability of these traits., Competing Interests: Declaration of competing interest The authors declare no competing interests., (Copyright © 2024 The Authors. Published by Elsevier Inc. All rights reserved.)
- Published
- 2024
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4. Metabolic profiling of colorectal cancer organoids: A comparison between high-resolution magic angle spinning magnetic resonance spectroscopy and solution nuclear magnetic resonance spectroscopy of polar extracts.
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van der Kemp WJM, Grinde MT, Malvik JO, van Laarhoven HWM, Prompers JJ, Klomp DWJ, Burgering B, Bathen TF, and Moestue SA
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- Humans, Magnetic Resonance Spectroscopy methods, Metabolome, Metabolomics methods, Colorectal Neoplasms
- Abstract
Patient-derived cancer cells cultured in vitro are a cornerstone of cancer metabolism research. More recently, the introduction of organoids has provided the research community with a more versatile model system. Physiological structure and organization of the cell source tissue are maintained in organoids, representing a closer link to in vivo tumor models. High-resolution magic angle spinning magnetic resonance spectroscopy (HR MAS MRS) is a commonly applied analytical approach for metabolic profiling of intact tissue, but its use has not been reported for organoids. The aim of the current work was to compare the performance of HR MAS MRS and extraction-based nuclear magnetic resonance (NMR) in metabolic profiling of wild-type and tumor progression organoids (TPOs) from human colon cancer, and further to investigate how the sequentially increased genetic alterations of the TPOs affect the metabolic profile. Sixteen metabolites were reliably identified and quantified both in spectra based on NMR of extracts and HR MAS MRS of intact organoids. The metabolite concentrations from the two approaches were highly correlated (r = 0.94), and both approaches were able to capture the systematic changes in metabolic features introduced by the genetic alterations characteristic of colorectal cancer progression (e.g., increased levels of lactate and decreased levels of myo-inositol and phosphocholine with an increasing number of mutations). The current work highlights that HR MAS MRS is a well-suited method for metabolic profiling of intact organoids, with the additional benefit that the nondestructive nature of HR MAS enables subsequent recovery of the organoids for further analyses based on nucleic acids or proteins., (© 2022 The Authors. NMR in Biomedicine published by John Wiley & Sons Ltd.)
- Published
- 2023
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5. Visualization of Small Intact Proteins in Breast Cancer FFPE Tissue.
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Giampà M, Andersen MK, Krossa S, Denti V, Smith A, and Moestue SA
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- Humans, Female, Proteomics methods, Tissue Fixation methods, Proteins, Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization methods, Paraffin Embedding, Formaldehyde chemistry, Breast Neoplasms
- Abstract
Molecular visualization of metabolites, lipids, and proteins by matrix-assisted laser desorption/ionization mass spectrometry imaging (MALDI MSI) is becoming an in-demand analytical approach to aid the histopathological analysis of breast cancer. Particularly, proteins seem to play a role in cancer progression, and specific proteins are currently used in the clinic for staging. Formalin-fixed paraffin-embedded (FFPE) tissues are ideal for correlating the molecular markers with clinical outcomes due to their long-term storage. So far, to obtain proteomic information by MSI from this kind of tissue, antigen retrieval and tryptic digestion steps are required. In this chapter, we present a protocol to spatially detect small proteins in tumor and necrotic regions of patient-derived breast cancer xenograft FFPE tissues without employing any on-tissue digestion. This protocol can be used for other kinds of FFPE tissue following specific optimization of the sample preparation phases., (© 2023. The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature.)
- Published
- 2023
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6. Classification and biomarker identification of prostate tissue from TRAMP mice with hyperpolarized 13 C-SIRA.
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Frahm AB, Hill D, Katsikis S, Andreassen T, Ardenkjær-Larsen JH, Bathen TF, Moestue SA, Jensen PR, and Lerche MH
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- Animals, Biomarkers, Tumor, Carbon Isotopes, Humans, Magnetic Resonance Spectroscopy, Male, Mice, Prostatic Neoplasms
- Abstract
Hyperpolarized
13 C isotope resolved spectroscopy boosts NMR signal intensity, which improves signal detection and allows metabolic fluxes to be analyzed. Such hyperpolarized flux data may offer new approaches to tissue classification and biomarker identification that could be translated in vivo. Here we used hyperpolarized stable isotope resolved analysis (SIRA) to measure metabolite specific13 C isotopic enrichments in the central carbon metabolism of mouse prostate. Prostate and tumor tissue samples were acquired from transgenic adenocarcinomas of the mouse prostate (TRAMP) mice. Before euthanasia, mice were injected with [U-13 C]glucose intraperitoneally (i.p.). Polar metabolite extracts were prepared, and hyperpolarized 1D-13 C NMR spectra were obtained from normal prostate (n = 19) and cancer tissue (n = 19) samples. Binary classification and feature analysis was performed to make a separation model and to investigate differences between samples originating from normal and cancerous prostate tissue, respectively. Hyperpolarized experiments were carried out according to a standardized protocol, which showed a high repeatability (CV = 15%) and an average linewidth in the 1D-13 C NMR spectra of 2 ± 0.5 Hz. The resolution of the hyperpolarized 1D-13 C spectra was high with little signal overlap in the carbonyl region and metabolite identification was easily accomplished. A discrimination with 95% success rate could be made between samples originating from TRAMP mice prostate and tumor tissue based on isotopomers from uniquely identified metabolites. Hyperpolarized13 C-SIRA allowed detailed metabolic information to be obtained from tissue specimens. The positional information of13 C isotopic enrichments lead to easily interpreted features responsible for high predictive classification of tissue types. This analytical approach has matured, and the robust experimental protocols currently available allow systematic tracking of metabolite flux ex vivo., (Copyright © 2021 The Authors. Published by Elsevier B.V. All rights reserved.)- Published
- 2021
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7. Argininosuccinate lyase is a metabolic vulnerability in breast development and cancer.
- Author
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Karvelsson ST, Wang Q, Hilmarsdottir B, Sigurdsson A, Moestue SA, Mælandsmo GM, Halldorsson S, Gudmundsson S, and Rolfsson O
- Subjects
- Argininosuccinate Lyase genetics, Epithelial-Mesenchymal Transition genetics, Female, Genome, Humans, Breast Neoplasms genetics, Proteomics
- Abstract
Epithelial-to-mesenchymal transition (EMT) is fundamental to both normal tissue development and cancer progression. We hypothesized that EMT plasticity defines a range of metabolic phenotypes and that individual breast epithelial metabolic phenotypes are likely to fall within this phenotypic landscape. To determine EMT metabolic phenotypes, the metabolism of EMT was described within genome-scale metabolic models (GSMMs) using either transcriptomic or proteomic data from the breast epithelial EMT cell culture model D492. The ability of the different data types to describe breast epithelial metabolism was assessed using constraint-based modeling which was subsequently verified using
13 C isotope tracer analysis. The application of proteomic data to GSMMs provided relatively higher accuracy in flux predictions compared to the transcriptomic data. Furthermore, the proteomic GSMMs predicted altered cholesterol metabolism and increased dependency on argininosuccinate lyase (ASL) following EMT which were confirmed in vitro using drug assays and siRNA knockdown experiments. The successful verification of the proteomic GSMMs afforded iBreast2886, a breast GSMM that encompasses the metabolic plasticity of EMT as defined by the D492 EMT cell culture model. Analysis of breast tumor proteomic data using iBreast2886 identified vulnerabilities within arginine metabolism that allowed prognostic discrimination of breast cancer patients on a subtype-specific level. Taken together, we demonstrate that the metabolic reconstruction iBreast2886 formalizes the metabolism of breast epithelial cell development and can be utilized as a tool for the functional interpretation of high throughput clinical data., (© 2021. The Author(s).)- Published
- 2021
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8. EMT-Derived Alterations in Glutamine Metabolism Sensitize Mesenchymal Breast Cells to mTOR Inhibition.
- Author
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Karvelsson ST, Sigurdsson A, Seip K, Grinde MT, Wang Q, Johannsson F, Mælandsmo GM, Moestue SA, Rolfsson O, and Halldorsson S
- Subjects
- Apoptosis, Breast Neoplasms metabolism, Breast Neoplasms pathology, Cell Cycle, Cell Proliferation, Female, Glycolysis, Humans, Mesenchymal Stem Cells metabolism, Mesenchymal Stem Cells pathology, Pentose Phosphate Pathway, Tumor Cells, Cultured, Breast Neoplasms drug therapy, Drug Resistance, Neoplasm, Epithelial-Mesenchymal Transition, Glutamine metabolism, MTOR Inhibitors pharmacology, Mesenchymal Stem Cells drug effects, Metabolome
- Abstract
Epithelial-to-mesenchymal transition (EMT) is a fundamental developmental process with strong implications in cancer progression. Understanding the metabolic alterations associated with EMT may open new avenues of treatment and prevention. Here we used
13 C carbon analogs of glucose and glutamine to examine differences in their utilization within central carbon and lipid metabolism following EMT in breast epithelial cell lines. We found that there are inherent differences in metabolic profiles before and after EMT. We observed EMT-dependent re-routing of the TCA-cycle, characterized by increased mitochondrial IDH2-mediated reductive carboxylation of glutamine to lipid biosynthesis with a concomitant lowering of glycolytic rates and glutamine-dependent glutathione (GSH) generation. Using weighted correlation network analysis, we identified cancer drugs whose efficacy against the NCI-60 Human Tumor Cell Line panel is significantly associated with GSH abundance and confirmed these in vitro . We report that EMT-linked alterations in GSH synthesis modulate the sensitivity of breast epithelial cells to mTOR inhibitors. IMPLICATIONS: EMT in breast cells causes an increased demand for glutamine for fatty acid biosynthesis, altering its contribution to glutathione biosynthesis, which sensitizes the cells to mTOR inhibitors., (©2021 American Association for Cancer Research.)- Published
- 2021
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9. Reproducible Lipid Alterations in Patient-Derived Breast Cancer Xenograft FFPE Tissue Identified with MALDI MSI for Pre-Clinical and Clinical Application.
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Denti V, Andersen MK, Smith A, Bofin AM, Nordborg A, Magni F, Moestue SA, and Giampà M
- Abstract
The association between lipid metabolism and long-term outcomes is relevant for tumor diagnosis and therapy. Archival material such as formalin-fixed and paraffin embedded (FFPE) tissues is a highly valuable resource for this aim as it is linked to long-term clinical follow-up. Therefore, there is a need to develop robust methodologies able to detect lipids in FFPE material and correlate them with clinical outcomes. In this work, lipidic alterations were investigated in patient-derived xenograft of breast cancer by using a matrix-assisted laser desorption ionization mass spectrometry (MALDI MSI) based workflow that included antigen retrieval as a sample preparation step. We evaluated technical reproducibility, spatial metabolic differentiation within tissue compartments, and treatment response induced by a glutaminase inhibitor (CB-839). This protocol shows a good inter-day robustness (CV = 26 ± 12%). Several lipids could reliably distinguish necrotic and tumor regions across the technical replicates. Moreover, this protocol identified distinct alterations in the tissue lipidome of xenograft treated with glutaminase inhibitors. In conclusion, lipidic alterations in FFPE tissue of breast cancer xenograft observed in this study are a step-forward to a robust and reproducible MALDI-MSI based workflow for pre-clinical and clinical applications.
- Published
- 2021
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10. Detection of phenotype-specific therapeutic vulnerabilities in breast cells using a CRISPR loss-of-function screen.
- Author
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Barkovskaya A, Goodwin CM, Seip K, Hilmarsdottir B, Pettersen S, Stalnecker C, Engebraaten O, Briem E, Der CJ, Moestue SA, Gudjonsson T, Maelandsmo GM, and Prasmickaite L
- Subjects
- Antineoplastic Agents therapeutic use, Cell Proliferation, Drug Screening Assays, Antitumor, Epithelial-Mesenchymal Transition, Everolimus therapeutic use, Female, Fluorouracil therapeutic use, Humans, Signal Transduction genetics, Triple Negative Breast Neoplasms drug therapy, Triple Negative Breast Neoplasms genetics, CRISPR-Cas Systems, Loss of Function Mutation, Phenotype, Triple Negative Breast Neoplasms pathology
- Abstract
Cellular phenotype plasticity between the epithelial and mesenchymal states has been linked to metastasis and heterogeneous responses to cancer therapy, and remains a challenge for the treatment of triple-negative breast cancer (TNBC). Here, we used isogenic human breast epithelial cell lines, D492 and D492M, representing the epithelial and mesenchymal phenotypes, respectively. We employed a CRISPR-Cas9 loss-of-function screen targeting a 2240-gene 'druggable genome' to identify phenotype-specific vulnerabilities. Cells with the epithelial phenotype were more vulnerable to the loss of genes related to EGFR-RAS-MAPK signaling, while the mesenchymal-like cells had increased sensitivity to knockout of G
2 -M cell cycle regulators. Furthermore, we discovered knockouts that sensitize to the mTOR inhibitor everolimus and the chemotherapeutic drug fluorouracil in a phenotype-specific manner. Specifically, loss of EGFR and fatty acid synthase (FASN) increased the effectiveness of the drugs in the epithelial and mesenchymal phenotypes, respectively. These phenotype-associated genetic vulnerabilities were confirmed using targeted inhibitors of EGFR (gefitinib), G2 -M transition (STLC), and FASN (Fasnall). In conclusion, a CRISPR-Cas9 loss-of-function screen enables the identification of phenotype-specific genetic vulnerabilities that can pinpoint actionable targets and promising therapeutic combinations., (© 2021 The Authors. Molecular Oncology published by John Wiley & Sons Ltd on behalf of Federation of European Biochemical Societies.)- Published
- 2021
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11. Detection of Recurrent Prostate Cancer With 18 F-Fluciclovine PET/MRI.
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Selnæs KM, Krüger-Stokke B, Elschot M, Johansen H, Steen PA, Langørgen S, Aksnessæther BY, Indrebø G, Sjøbakk TAE, Tessem MB, Moestue SA, Knobel H, Tandstad T, Bertilsson H, Solberg A, and Bathen TF
- Abstract
Objective: Simultaneous PET/MRI combines soft-tissue contrast of MRI with high molecular sensitivity of PET in one session. The aim of this prospective study was to evaluate detection rates of recurrent prostate cancer by
18 F-fluciclovine PET/MRI., Methods: Patients with biochemical recurrence (BCR) or persistently detectable prostate specific antigen (PSA), were examined with simultaneous18 F-fluciclovine PET/MRI. Multiparametric MRI (mpMRI) and PET/MRI were scored on a 3-point scale (1-negative, 2-equivocal, 3-recurrence/metastasis) and detection rates (number of patients with suspicious findings divided by total number of patients) were reported. Detection rates were further stratified based on PSA level, PSA doubling time (PSAdt), primary treatment and inclusion criteria (PSA persistence, European Association of Urology (EAU) Low-Risk BCR and EAU High-Risk BCR). A detailed investigation of lesions with discrepancy between mpMRI and PET/MRI scores was performed to evaluate the incremental value of PET/MRI to mpMRI. The impact of the added PET acquisition on further follow-up and treatment was evaluated retrospectively., Results: Among patients eligible for analysis (n=84), 54 lesions were detected in 38 patients by either mpMRI or PET/MRI. Detection rates were 41.7% for mpMRI and 39.3% for PET/MRI (score 2 and 3 considered positive). There were no significant differences in detection rates for mpMRI versus PET/MRI. Disease detection rates were higher in patients with PSA≥1ng/mL than in patients with lower PSA levels but did not differ between patients with PSAdt above versus below 6 months. Detection rates in patients with primary radiation therapy were higher than in patients with primary surgery. Patients categorized as EAU Low-Risk BCR had a detection rate of 0% both for mpMRI and PET/MRI. For 15 lesions (27.8% of all lesions) there was a discrepancy between mpMRI score and PET/MRI score. Of these, 10 lesions scored as 2-equivocal by mpMRI were changed to a more definite score (n=4 score 1 and n=6 score 3) based on the added PET acquisition. Furthermore, for 4 of 10 patients with discrepancy between mpMRI and PET/MRI scores, the added PET acquisition had affected the treatment choice., Conclusion: Combined18 F-fluciclovine PET/MRI can detect lesions suspicious for recurrent prostate cancer in patients with a range of PSA levels. Combined PET/MRI may be useful to select patients for appropriate treatment, but is of limited use at low PSA values or in patients classified as EAU Low-Risk BCR, and the clinical value of18 F-fluciclovine PET/MRI in this study was too low to justify routine clinical use., Competing Interests: The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest., (Copyright © 2020 Selnæs, Krüger-Stokke, Elschot, Johansen, Steen, Langørgen, Aksnessæther, Indrebø, Sjøbakk, Tessem, Moestue, Knobel, Tandstad, Bertilsson, Solberg and Bathen.)- Published
- 2020
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12. Inhibition of O-GlcNAc transferase activates tumor-suppressor gene expression in tamoxifen-resistant breast cancer cells.
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Barkovskaya A, Seip K, Prasmickaite L, Mills IG, Moestue SA, and Itkonen HM
- Subjects
- Adaptor Proteins, Signal Transducing genetics, Adaptor Proteins, Signal Transducing metabolism, Breast Neoplasms mortality, Drug Resistance, Neoplasm, ErbB Receptors metabolism, Female, Gene Expression Profiling, Gene Expression Regulation, Neoplastic, Humans, MCF-7 Cells, N-Acetylglucosaminyltransferases genetics, RNA, Small Interfering genetics, Signal Transduction, Survival Analysis, Tumor Suppressor Proteins genetics, Tumor Suppressor Proteins metabolism, Unfolded Protein Response, Antineoplastic Agents therapeutic use, Breast Neoplasms drug therapy, N-Acetylglucosaminyltransferases metabolism, Tamoxifen therapeutic use
- Abstract
In this study, we probed the importance of O-GlcNAc transferase (OGT) activity for the survival of tamoxifen-sensitive (TamS) and tamoxifen-resistant (TamR) breast cancer cells. Tamoxifen is an antagonist of estrogen receptor (ERα), a transcription factor expressed in over 50% of breast cancers. ERα-positive breast cancers are successfully treated with tamoxifen; however, a significant number of patients develop tamoxifen-resistant disease. We show that in vitro development of tamoxifen-resistance is associated with increased sensitivity to the OGT small molecule inhibitor OSMI-1. Global transcriptome profiling revealed that TamS cells adapt to OSMI-1 treatment by increasing the expression of histone genes. This is known to mediate chromatin compaction. In contrast, TamR cells respond to OGT inhibition by activating the unfolded protein response and by significantly increasing ERRFI1 expression. ERRFI1 is an endogenous inhibitor of ERBB-signaling, which is a known driver of tamoxifen-resistance. We show that ERRFI1 is selectively downregulated in ERα-positive breast cancers and breast cancers driven by ERBB2. This likely occurs via promoter methylation. Finally, we show that increased ERRFI1 expression is associated with extended survival in patients with ERα-positive tumors (p = 9.2e-8). In summary, we show that tamoxifen-resistance is associated with sensitivity to OSMI-1, and propose that this is explained in part through an epigenetic activation of the tumor-suppressor ERRFI1 in response to OSMI-1 treatment.
- Published
- 2020
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13. Editor's Note: Estrogen Receptor α Promotes Breast Cancer by Reprogramming Choline Metabolism.
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Jia M, Andreassen T, Jensen L, Bathen TF, Sinha I, Gao H, Zhao C, Haldosen LA, Cao Y, Girnita L, Moestue SA, and Dahlman-Wright K
- Published
- 2019
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14. Cytosolic Phospholipase A2 Alpha Regulates TLR Signaling and Migration in Metastatic 4T1 Cells.
- Author
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Tunset HM, Feuerherm AJ, Selvik LM, Johansen B, and Moestue SA
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- Breast Neoplasms genetics, Breast Neoplasms metabolism, Breast Neoplasms pathology, Cell Line, Tumor, Cell Movement drug effects, Cell Movement genetics, Dinoprostone biosynthesis, Female, Gene Expression, Gene Expression Profiling, Gene Regulatory Networks, Group IV Phospholipases A2 genetics, Humans, Interferon Type I metabolism, Models, Biological, Phospholipase A2 Inhibitors pharmacology, Transcriptome, Group IV Phospholipases A2 metabolism, Signal Transduction drug effects, Toll-Like Receptors metabolism
- Abstract
Metastatic disease is the leading cause of death in breast cancer patients. Disrupting the cancer cell's ability to migrate may be a strategy for hindering metastasis. Cytosolic phospholipase A2 α (cPLA2α), along with downstream proinflammatory and promigratory metabolites, has been implicated in several aspects of tumorigenesis, as well as metastasis, in various types of cancer. In this study, we aim to characterize the response to reduced cPLA2α activity in metastatic versus non-metastatic cells. We employ an isogenic murine cell line pair displaying metastatic (4T1) and non-metastatic (67NR) phenotype to investigate the role of cPLA2α on migration. Furthermore, we elucidate the effect of reduced cPLA2α activity on global gene expression in the metastatic cell line. Enzyme inhibition is achieved by using a competitive pharmacological inhibitor, cPLA2α inhibitor X (CIX). Our data show that 4T1 expresses significantly higher cPLA2α levels as compared to 67NR, and the two cell lines show different sensitivity to the CIX treatment with regards to metabolism and proliferation. Inhibition of cPLA2α at nontoxic concentrations attenuates migration of highly metastatic 4T1 cells, but not non-metastatic 67NR cells. Gene expression analysis indicates that processes such as interferon type I (IFN-I) signaling and cell cycle regulation are key processes regulated by cPLA2a in metastatic 4T1 cells, supporting the findings from the biological assays. This study demonstrates that two isogenic cancer cell lines with different metastatic potential respond differently to reduced cPLA2α activity. In conclusion, we argue that cPLA2α is a potential therapeutic target in cancer and that enzyme inhibition may inhibit metastasis through an anti-migratory mechanism, possibly involving Toll-like receptor signaling and type I interferons.
- Published
- 2019
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15. R2* Relaxation Affects Pharmacokinetic Analysis of Dynamic Contrast-Enhanced MRI in Cancer and Underestimates Treatment Response at 7 T.
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Kim J, Moestue SA, Bathen TF, and Kim E
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- Analysis of Variance, Animals, Contrast Media, Disease Models, Animal, Female, Heterografts, Image Processing, Computer-Assisted, Male, Mice, Mice, Inbred C57BL, Mice, Nude, Ovarian Neoplasms drug therapy, Ovarian Neoplasms pathology, Prostatic Neoplasms drug therapy, Prostatic Neoplasms pathology, Radiographic Image Enhancement methods, Sensitivity and Specificity, Bevacizumab administration & dosage, Bevacizumab pharmacokinetics, Gadolinium DTPA, Magnetic Resonance Imaging methods, Ovarian Neoplasms diagnostic imaging, Prostatic Neoplasms diagnostic imaging
- Abstract
Effective transverse relaxivity of gadolinium-based contrast agents is often neglected in dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI). Here, we assess time and tissue dependence of R2* enhancement and its impact on pharmacokinetic parameter quantification and treatment monitoring. Multiecho DCE-MRI was performed at 7 T on mice bearing subcutaneous TOV-21G human ovarian cancer xenografts (n = 8) and on the transgenic adenocarcinoma of the mouse prostate (TRAMP) model (n = 7). Subsequently, the TOV-21G tumor-bearing mice were treated with bevacizumab and rescanned 2 days later. Pharmacokinetic analysis (extended Tofts model) was performed using either the first echo signal only (standard single-echo DCE-MRI) or the estimated signal at TE = 0 derived from exponential fitting of R2* relaxation (R2*-corrected). Neglecting R2* enhancement causes underestimation of Gd-DOTA concentration (peak enhancement underestimated by 9.4%-16% in TOV-21G tumors and 13%-20% in TRAMP prostates). Median K
trans and ve were underestimated in every mouse (TOV-21G Ktrans : 11%-19%, TOV-21G ve : 5.3%-8.9%; TRAMP Ktrans : 8.6%-19%, TRAMP ve : 12%-21%). Bevacizumab treatment reduced Ktrans in all TOV-21G tumors after 48 hours. Treatment effect was significantly greater in all tumors after R2* correction (median change of -0.050 min-1 in R2*-corrected Ktrans vs. -0.037 min-1 in uncorrected Ktrans ). R2* enhancement in DCE-MRI is both time- and tissue-dependent and may not be negligible at 7 T in tissue with high Ktrans . This has consequences for the use of Ktrans and other DCE-MRI parameters as biomarkers, because treatment effect size can be underestimated when R2* enhancement is neglected., Competing Interests: Conflict of Interest: None reported., (© 2019 The Authors. Published by Grapho Publications, LLC.)- Published
- 2019
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16. Glutamine to proline conversion is associated with response to glutaminase inhibition in breast cancer.
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Grinde MT, Hilmarsdottir B, Tunset HM, Henriksen IM, Kim J, Haugen MH, Rye MB, Mælandsmo GM, and Moestue SA
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- Animals, Biomarkers, Breast Neoplasms drug therapy, Breast Neoplasms genetics, Breast Neoplasms pathology, Cell Line, Tumor, Computational Biology, Disease Models, Animal, Enzyme Inhibitors pharmacology, Female, Gene Expression Profiling, Glutaminase antagonists & inhibitors, Humans, Immunohistochemistry, Magnetic Resonance Spectroscopy, Metabolomics methods, Mice, Models, Biological, Xenograft Model Antitumor Assays, Breast Neoplasms metabolism, Glutaminase metabolism, Glutamine metabolism, Proline metabolism
- Abstract
Introduction: Glutaminase inhibitors target cancer cells by blocking the conversion of glutamine to glutamate, thereby potentially interfering with anaplerosis and synthesis of amino acids and glutathione. The drug CB-839 has shown promising effects in preclinical experiments and is currently undergoing clinical trials in several human malignancies, including triple-negative breast cancer (TNBC). However, response to glutaminase inhibitors is variable and there is a need for identification of predictive response biomarkers. The aim of this study was to determine how glutamine is utilized in two patient-derived xenograft (PDX) models of breast cancer representing luminal-like/ER+ (MAS98.06) and basal-like/triple-negative (MAS98.12) breast cancer and to explore the metabolic effects of CB-839 treatment., Experimental: MAS98.06 and MAS98.12 PDX mice received CB-839 (200 mg/kg) or drug vehicle two times daily p.o. for up to 28 days (n = 5 per group), and the effect on tumor growth was evaluated. Expression of 60 genes and seven glutaminolysis key enzymes were determined using gene expression microarray analysis and immunohistochemistry (IHC), respectively, in untreated tumors. Uptake and conversion of glutamine were determined in the PDX models using HR MAS MRS after i.v. infusion of [5-
13 C] glutamine when the models had received CB-839 (200 mg/kg) or vehicle for 2 days (n = 5 per group)., Results: Tumor growth measurements showed that CB-839 significantly inhibited tumor growth in MAS98.06 tumors, but not in MAS98.12 tumors. Gene expression and IHC analysis indicated a higher proline synthesis from glutamine in untreated MAS98.06 tumors. This was confirmed by HR MAS MRS of untreated tumors demonstrating that MAS98.06 used glutamine to produce proline, glutamate, and alanine, and MAS98.12 to produce glutamate and lactate. In both models, treatment with CB-839 resulted in accumulation of glutamine. In addition, CB-839 caused depletion of alanine, proline, and glutamate ([1-13C] glutamate) in the MAS98.06 model., Conclusion: Our findings indicate that TNBCs may not be universally sensitive to glutaminase inhibitors. The major difference in the metabolic fate of glutamine between responding MAS98.06 xenografts and non-responding MAS98.12 xenografts is the utilization of glutamine for production of proline. We therefore suggest that addiction to proline synthesis from glutamine is associated with response to CB-839 in breast cancer. The effect of glutaminase inhibition in two breast cancer patient-derived xenograft (PDX) models.13 C HR MAS MRS analysis of tumor tissue from CB-839-treated and untreated models receiving13 C-labeled glutamine ([5-13 C] Gln) shows that the glutaminase inhibitor CB-839 is causing an accumulation of glutamine (arrow up) in two PDX models representing luminal-like breast cancer (MAS98.06) and basal-like breast cancer (MAS98.12). In MAS98.06 tumors, CB-839 is in addition causing depletion of proline ([5-13 C] Pro), alanine ([1-13 C] Ala), and glutamate ([1-13 C] Glu), which could explain why CB-839 causes tumor growth inhibition in MAS98.06 tumors, but not in MAS98.12 tumors.- Published
- 2019
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17. O-GlcNAc Transferase Inhibition Differentially Affects Breast Cancer Subtypes.
- Author
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Barkovskaya A, Seip K, Hilmarsdottir B, Maelandsmo GM, Moestue SA, and Itkonen HM
- Subjects
- Apoptosis physiology, Cell Cycle Checkpoints physiology, Cell Line, Tumor, DNA Damage physiology, Female, Humans, Transcription Factor HES-1 metabolism, Up-Regulation physiology, N-Acetylglucosaminyltransferases metabolism, Triple Negative Breast Neoplasms metabolism, Triple Negative Breast Neoplasms pathology
- Abstract
Post-translational modification of intracellular proteins with a single N-acetylglucosamine sugar (O-GlcNAcylation) regulates signaling, proliferation, metabolism and protein stability. In breast cancer, expression of the enzyme that catalyzes O-GlcNAcylation - O-GlcNAc-transferase (OGT), and the extent of protein O-GlcNAcylation, are upregulated in tumor tissue, and correlate with cancer progression. Here we compare the significance of O-GlcNAcylation in a panel of breast cancer cells of different phenotypes. We find a greater dependency on OGT among triple-negative breast cancer (TNBC) cell lines, which respond to OGT inhibition by undergoing cell cycle arrest and apoptosis. Searching for the cause of this response, we evaluate the changes in the proteome that occur after OGT inhibition or knock-down, employing a reverse-phase protein array (RPPA). We identify transcriptional repressor - hairy and enhancer of split-1 (HES1) - as a mediator of the OGT inhibition response in the TNBC cells. Inhibition of OGT as well as the loss of HES1 results in potent cytotoxicity and apoptosis. The study raises a possibility of using OGT inhibition to potentiate DNA damage in the TNBC cells.
- Published
- 2019
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18. Biomarker Discovery Using NMR-Based Metabolomics of Tissue.
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Grinde MT, Giskeødegård GF, Andreassen T, Tessem MB, Bathen TF, and Moestue SA
- Subjects
- Humans, Biomarkers analysis, Biomedical Research, Magnetic Resonance Spectroscopy methods, Metabolome, Metabolomics methods, Specimen Handling methods
- Abstract
NMR-based metabolomics has shown promise in the diagnosis of diseases as it enables identification and quantification of metabolic biomarkers. Using high-resolution magic-angle-spinning (HR-MAS) NMR spectroscopy, metabolic profiles from intact tissue specimens can be obtained with high spectral resolution. In addition, HR-MAS NMR requires minimal sample preparation and the sample is kept intact for subsequent analyses. In this chapter, we describe a typical protocol for NMR-based metabolomics of tissue samples. We cover all major steps ranging from tissue sample collection to determination of biomarkers, including experimental precautions taken to ensure reproducible and reliable reporting of data in the area of clinical application.
- Published
- 2019
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19. 18 F-Fluciclovine PET/MRI for preoperative lymph node staging in high-risk prostate cancer patients.
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Selnæs KM, Krüger-Stokke B, Elschot M, Willoch F, Størkersen Ø, Sandsmark E, Moestue SA, Tessem MB, Halvorsen D, Kjøbli E, Angelsen A, Langørgen S, Bertilsson H, and Bathen TF
- Subjects
- Aged, Humans, Lymph Nodes pathology, Lymphatic Metastasis, Magnetic Resonance Imaging methods, Male, Middle Aged, Multimodal Imaging methods, Neoplasm Grading, Neoplasm Staging, Pelvis pathology, Prospective Studies, Prostatic Neoplasms diagnostic imaging, Sensitivity and Specificity, Tomography, X-Ray Computed methods, Carboxylic Acids, Cyclobutanes, Positron Emission Tomography Computed Tomography methods, Prostatic Neoplasms pathology, Radiopharmaceuticals
- Abstract
Objective: To investigate the diagnostic potential of simultaneous
18 F-fluciclovine PET/MRI for pelvic lymph node (LN) staging in patients with high-risk prostate cancer., Methods: High-risk prostate cancer patients (n=28) underwent simultaneous18 F-fluciclovine PET/MRI prior to surgery. LNs were removed according to a predefined template of eight regions. PET and MR images were evaluated for presence of LN metastases according to these regions. Sensitivity/specificity for detection of LN metastases were calculated on patient and region basis. Sizes of LN metastases in regions with positive and negative imaging findings were compared with linear mixed models. Clinical parameters of PET-positive and -negative stage N1 patients were compared with the Mann-Whitney U test., Results: Patient- and region-based sensitivity/specificity for detection of pelvic LN metastases was 40 %/87.5 % and 35 %/95.7 %, respectively, for MRI and 40 %/100 % and 30 %/100 %, respectively, for PET. LN metastases in true-positive regions were significantly larger than metastases in false-negative regions. PET-positive stage N1 patients had higher metastatic burden than PET-negative N1 patients., Conclusion: Simultaneous18 F-fluciclovine PET/MRI provides high specificity but low sensitivity for detection of LN metastases in high-risk prostate cancer patients.18 F-Fluciclovine PET/MRI scan positive for LN metastases indicates higher metastatic burden than negative scan., Key Points: •18 F-Fluciclovine PET/MRI has high specificity for detection of lymph node metastasis. •18 F-Fluciclovine PET/MRI lacks sensitivity to replace ePLND. •18 F-Fluciclovine PET/MRI may be used to aid surgery and select adjuvant therapy. •18 F-Fluciclovine PET-positive patients have more extensive disease than PET-negative patients. • Size of metastatic lymph nodes is an important factor for detection.- Published
- 2018
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20. Multiparametric characterization of response to anti-angiogenic therapy using USPIO contrast-enhanced MRI in combination with dynamic contrast-enhanced MRI.
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Kim J, Kim E, Euceda LR, Meyer DE, Langseth K, Bathen TF, Moestue SA, and Huuse EM
- Subjects
- Animals, Bevacizumab therapeutic use, Brain diagnostic imaging, Cell Line, Tumor, Female, Humans, Imaging, Three-Dimensional, Metal Nanoparticles chemistry, Mice, Neoplasm Transplantation, Neovascularization, Pathologic drug therapy, Prospective Studies, Reproducibility of Results, Sensitivity and Specificity, Angiogenesis Inhibitors therapeutic use, Contrast Media chemistry, Dextrans chemistry, Magnetic Resonance Imaging, Magnetite Nanoparticles chemistry, Ovarian Neoplasms diagnostic imaging, Ovarian Neoplasms drug therapy
- Abstract
Background: Steady state susceptibility contrast (SSC)-MRI provides information on vascular morphology but is a rarely used method., Purpose: To investigate the utility of the ultrasmall superparamagnetic iron oxide particles (USPIOs) GEH121333 for measuring tumor response to bevacizumab and compare this with gadolinium-based DCE-MRI., Study Type: Prospective preclinical animal model study., Animal Model: Mice bearing subcutaneous TOV-21G human ovarian cancer xenografts treated with bevacizumab (n = 9) or saline (n = 9)., Field Strength/sequence: Imaging was performed on a 7T Bruker Biospec. For SSC-MRI with GEH121333 we acquired R
1 -maps (RARE-sequence with variable TR), R2 -maps (multi-spin echo), and R2*-maps (multi-gradient echo). Additionally, R1 and R2 maps were measured on the days after USPIO injection. For DCE-MRI with gadodiamide we acquired 200 T1 -weighted images (RARE-sequence)., Assessment: ΔR1 , ΔR2 , and ΔR2* maps were computed from SSC-MRI. DCE-MRI was analysed using the extended Tofts model., Statistical Tests: Results from pre- and 3 days posttreatment SSC-MRI were compared using paired-sample t-tests. Treatment and control groups were compared using independent sample t-tests. Performance of SSC- and DCE-MRI was compared using multivariate partial least squares discriminant analysis., Results: Already one day after treatment and USPIO injection, R1 and R2 values were lower in treated (R1 = 0.49 ± 0.03s-1 , R2 = 23.07 ± 1.49s-1 ) compared with control tumors (R1 = 0.52 ± 0.02s-1 , R2 = 24.98 ± 1.01s-1 ), indicating lower USPIO accumulation. Posttreatment SSC-MRI displayed significantly decreased tumor blood volume (change in ΔR2 = -0.43 ± 0.26s-1 , P = 0.001) and vessel density (change in Q = -0.032 ± 0.020s-1/3 , P = 0.002). DCE-MRI showed among others lower Ktrans in treated tumors (control = 0.064 ± 0.011min-1 , tx = 0.046 ± 0.008min-1 , P = 0.002). Multivariate analysis suggests that SSC-MRI was slightly inferior to DCE-MRI in distinguishing treated from control tumors (accuracy = 75%, P = 0.058 versus 80%, P = 0.028), but a combination of both was best (accuracy = 85%; P = 0.003)., Data Conclusion: SSC-MRI with GEH121333 is sensitive to early (<24 h) and late changes in tumor vasculature. SSC-MRI and DCE-MRI provide complementary information and can be used to assess different aspects of vascular responses to anti-angiogenic therapies., Level of Evidence: 1 Technical Efficacy: Stage 2 J. Magn. Reson. Imaging 2018;47:1589-1600., (© 2017 International Society for Magnetic Resonance in Medicine.)- Published
- 2018
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21. Combined 18 F-Fluciclovine PET/MRI Shows Potential for Detection and Characterization of High-Risk Prostate Cancer.
- Author
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Elschot M, Selnæs KM, Sandsmark E, Krüger-Stokke B, Størkersen Ø, Giskeødegård GF, Tessem MB, Moestue SA, Bertilsson H, and Bathen TF
- Subjects
- Aged, Area Under Curve, Humans, Least-Squares Analysis, Male, Middle Aged, Multimodal Imaging, Prostate diagnostic imaging, Prostate-Specific Antigen blood, Prostatectomy, Prostatic Neoplasms diagnosis, Prostatitis diagnosis, Prostatitis diagnostic imaging, Radiopharmaceuticals chemistry, Reproducibility of Results, Risk, Carboxylic Acids chemistry, Cyclobutanes chemistry, Diffusion Magnetic Resonance Imaging, Positron-Emission Tomography, Prostatic Neoplasms diagnostic imaging
- Abstract
The objective of this study was to investigate whether quantitative imaging features derived from combined
18 F-fluciclovine PET/multiparametric MRI show potential for detection and characterization of primary prostate cancer. Methods: Twenty-eight patients diagnosed with high-risk prostate cancer underwent simultaneous18 F-fluciclovine PET/MRI before radical prostatectomy. Volumes of interest (VOIs) for prostate tumors, benign prostatic hyperplasia (BPH) nodules, prostatitis, and healthy tissue were delineated on T2-weighted images, using histology as a reference. Tumor VOIs were marked as high-grade (≥Gleason grade group 3) or not. MRI and PET features were extracted on the voxel and VOI levels. Partial least-squared discriminant analysis (PLS-DA) with double leave-one-patient-out cross-validation was performed to distinguish tumors from benign tissue (BPH, prostatitis, or healthy tissue) and high-grade tumors from other tissue (low-grade tumors or benign tissue). The performance levels of PET, MRI, and combined PET/MRI features were compared using the area under the receiver-operating-characteristic curve (AUC). Results: Voxel and VOI features were extracted from 40 tumor VOIs (26 high-grade), 36 BPH VOIs, 6 prostatitis VOIs, and 37 healthy-tissue VOIs. PET/MRI performed better than MRI and PET alone for distinguishing tumors from benign tissue (AUCs of 87%, 81%, and 83%, respectively, at the voxel level and 96%, 93%, and 93%, respectively, at the VOI level) and high-grade tumors from other tissue (AUCs of 85%, 79%, and 81%, respectively, at the voxel level and 93%, 93%, and 91%, respectively, at the VOI level). T2-weighted MRI, diffusion-weighted MRI, and PET features were the most important for classification. Conclusion: Combined18 F-fluciclovine PET/multiparametric MRI shows potential for improving detection and characterization of high-risk prostate cancer, in comparison to MRI and PET alone., (© 2018 by the Society of Nuclear Medicine and Molecular Imaging.)- Published
- 2018
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22. NMR-based metabolomics of biofluids in cancer.
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Giskeødegård GF, Madssen TS, Euceda LR, Tessem MB, Moestue SA, and Bathen TF
- Abstract
This review describes the current status of NMR-based metabolomics of biofluids with respect to cancer risk assessment, detection, disease characterization, prognosis, and treatment monitoring. While the metabolism of cancer cells is altered compared with that of non-proliferating cells, the metabolome of blood and urine reflects the entire organism. We conclude that many studies show impressive associations between biofluid metabolomics and cancer progression, but translation to clinical practice is currently hindered by lack of validation, difficulties in biological interpretation, and non-standardized analytical procedures., (Copyright © 2018 John Wiley & Sons, Ltd.)
- Published
- 2018
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23. APIM-peptide targeting PCNA improves the efficacy of docetaxel treatment in the TRAMP mouse model of prostate cancer.
- Author
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Søgaard CK, Moestue SA, Rye MB, Kim J, Nepal A, Liabakk NB, Bachke S, Bathen TF, Otterlei M, and Hill DK
- Abstract
Docetaxel is the chemotherapeutic choice for metastatic hormone-refractory prostate cancer, however, it only marginally improves the survival rate. The purpose of the present study was to examine if a peptide targeting the cellular scaffold protein PCNA could improve docetaxel's efficacy. We found that docetaxel given in combination with a cell penetrating peptide containing the AlkB homolog 2 PCNA interacting motif (APIM-peptide), reduced the prostate volume and limited prostate cancer regrowth in vivo in the immunocompetent transgenic adenocarcinoma model of prostate cancer (TRAMP). In accordance with this, we found that the APIM-peptide enhanced the efficacy of docetaxel in vitro . Gene expression analysis on prostate cancer cell lines indicated that the combination of docetaxel and APIM-peptide alters expression of genes involved in cellular signaling, apoptosis, and prostate cancer development. These changes were not detected in single agent treated cells. Our results suggest that targeting PCNA and thereby affecting multiple cellular pathways simultaneously has the potential to improve docetaxel therapy of advanced prostate cancer., Competing Interests: CONFLICTS OF INTEREST APIM Therapeutics is a spin-off company of the Norwegian University of Science and Technology, and has co-funded this study. Professor Marit Otterlei is an inventor, minority shareholder and CSO of this company. Patent application no: PCT/GB2009/000489 “New PCNA interacting motif”, filed on February 20, 2009. There are no further patents, products or development or marked products to declare. The other authors declare no conflicts of interest.
- Published
- 2018
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24. NMR-Based Prostate Cancer Metabolomics.
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Euceda LR, Andersen MK, Tessem MB, Moestue SA, Grinde MT, and Bathen TF
- Subjects
- Biomarkers, Body Fluids metabolism, Humans, Male, Tissue Array Analysis methods, Magnetic Resonance Spectroscopy methods, Metabolome, Metabolomics methods, Prostatic Neoplasms metabolism
- Abstract
Prostate cancer is the second most common malignancy, and the fifth leading cause of cancer-related death among men, worldwide. A major unsolved clinical challenge in prostate cancer is the ability to accurately distinguish indolent cancer types from the aggressive ones. Reprogramming of metabolism is now a widely accepted hallmark of cancer development, where cancer cells must be able to convert nutrients to biomass while maintaining energy production. Metabolomics is the large-scale study of small molecules, commonly known as metabolites, within cells, biofluids, tissues, or organisms. Nuclear magnetic resonance (NMR) spectroscopy is commonly applied in metabolomics studies of cancer. This chapter provides protocols for NMR-based metabolomics of cell cultures, biofluids (serum and urine), and intact tissue, with concurrent advice for optimal biobanking and sample preparation procedures.
- Published
- 2018
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25. Non-Invasive Prostate Cancer Characterization with Diffusion-Weighted MRI: Insight from In silico Studies of a Transgenic Mouse Model.
- Author
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Hill DK, Heindl A, Zormpas-Petridis K, Collins DJ, Euceda LR, Rodrigues DN, Moestue SA, Jamin Y, Koh DM, Yuan Y, Bathen TF, Leach MO, and Blackledge MD
- Abstract
Diffusion-weighted magnetic resonance imaging (DWI) enables non-invasive, quantitative staging of prostate cancer via measurement of the apparent diffusion coefficient (ADC) of water within tissues. In cancer, more advanced disease is often characterized by higher cellular density (cellularity), which is generally accepted to correspond to a lower measured ADC. A quantitative relationship between tissue structure and in vivo measurements of ADC has yet to be determined for prostate cancer. In this study, we establish a theoretical framework for relating ADC measurements with tissue cellularity and the proportion of space occupied by prostate lumina, both of which are estimated through automatic image processing of whole-slide digital histology samples taken from a cohort of six healthy mice and nine transgenic adenocarcinoma of the mouse prostate (TRAMP) mice. We demonstrate that a significant inverse relationship exists between ADC and tissue cellularity that is well characterized by our model, and that a decrease of the luminal space within the prostate is associated with a decrease in ADC and more aggressive tumor subtype. The parameters estimated from our model in this mouse cohort predict the diffusion coefficient of water within the prostate-tissue to be 2.18 × 10
-3 mm2 /s (95% CI: 1.90, 2.55). This value is significantly lower than the diffusion coefficient of free water at body temperature suggesting that the presence of organelles and macromolecules within tissues can drastically hinder the random motion of water molecules within prostate tissue. We validate the assumptions made by our model using novel in silico analysis of whole-slide histology to provide the simulated ADC (sADC); this is demonstrated to have a significant positive correlation with in vivo measured ADC (r2 = 0.55) in our mouse population. The estimation of the structural properties of prostate tissue is vital for predicting and staging cancer aggressiveness, but prostate tissue biopsies are painful, invasive, and are prone to complications such as sepsis. The developments made in this study provide the possibility of estimating the structural properties of prostate tissue via non-invasive virtual biopsies from MRI, minimizing the need for multiple tissue biopsies and allowing sequential measurements to be made for prostate cancer monitoring.- Published
- 2017
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26. Anti-angiogenic therapy affects the relationship between tumor vascular structure and function: A correlation study between micro-computed tomography angiography and dynamic contrast enhanced MRI.
- Author
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Kim E, Kim J, Maelandsmo GM, Johansen B, and Moestue SA
- Subjects
- Animals, Bevacizumab pharmacology, Cell Line, Tumor, Humans, Mice, Neoplasms, Experimental blood supply, Neoplasms, Experimental diagnostic imaging, Neoplasms, Experimental drug therapy, Xenograft Model Antitumor Assays, Angiogenesis Inhibitors pharmacology, Magnetic Resonance Angiography methods, Neovascularization, Pathologic diagnostic imaging, Neovascularization, Pathologic drug therapy, X-Ray Microtomography methods
- Abstract
Purpose: To compare the effects of two anti-angiogenic drugs, bevacizumab and a cytosolic phospholipase A2-α inhibitor (AVX235), on the relationship between vascular structure and dynamic contrast enhanced (DCE)-MRI measurements in a patient-derived breast cancer xenograft model., Methods: Mice bearing MAS98.12 tumors were randomized into three groups: bevacizumab-treated (n = 9), AVX235-treated (n = 9), and control (n = 8). DCE-MRI was performed pre- and post-treatment. Median initial area under the concentration-time curve (IAUC
60 ) and volume transfer constant (Ktrans ) were computed for each tumor. Tumors were excised for ex vivo micro-CT (computed tomography) angiography, from which the vascular surface area (VSA) and fractional blood volume (FBV) were computed. Spearman correlation coefficients (ρ) were computed to evaluate the associations between the DCE-MRI and micro-CT parameters., Results: With the groups pooled, IAUC60 and Ktrans correlated significantly with VSA (ρ = 0.475 and 0.527; P = 0.019 and 0.008). There were no significant correlations within the control group. There were various significant correlations within the treatment groups, but the correlations in the bevacizumab group were of opposite sign, for example, Ktrans versus FBV: AVX235, ρ = 0.800 (P = 0.014); bevacizumab, ρ = -0.786 (P = 0.023)., Conclusion: DCE-MRI measurements can highly depend on vascular structure. The relationship between vascular structure and function changed markedly after anti-angiogenic treatment. Magn Reson Med 78:1513-1522, 2017. © 2016 International Society for Magnetic Resonance in Medicine., (© 2016 International Society for Magnetic Resonance in Medicine.)- Published
- 2017
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27. Metabolic Response to Everolimus in Patient-Derived Triple-Negative Breast Cancer Xenografts.
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Euceda LR, Hill DK, Stokke E, Hatem R, El Botty R, Bièche I, Marangoni E, Bathen TF, and Moestue SA
- Subjects
- Animals, Everolimus therapeutic use, Female, Heterografts drug effects, Humans, Metabolomics methods, Mice, Phosphatidylinositol 3-Kinases metabolism, Proto-Oncogene Proteins c-akt metabolism, Signal Transduction drug effects, TOR Serine-Threonine Kinases metabolism, Treatment Outcome, Xenograft Model Antitumor Assays, Everolimus pharmacology, Metabolome drug effects, Triple Negative Breast Neoplasms drug therapy
- Abstract
Patients with triple-negative breast cancer (TNBC) are unresponsive to endocrine and anti-HER2 pharmacotherapy, limiting their therapeutic options to chemotherapy. TNBC is frequently associated with abnormalities in the PI3K/AKT/mTOR signaling pathway; drugs targeting this pathway are currently being evaluated in these patients. However, the response is variable, partly due to heterogeneity within TNBC, conferring a need to identify biomarkers predicting response and resistance to targeted therapy. In this study, we used a metabolomics approach to assess response to the mTOR inhibitor everolimus in a panel of TNBC patient-derived xenografts (PDX) (n = 103 animals). Tumor metabolic profiles were acquired using high-resolution magic angle spinning magnetic resonance spectroscopy. Partial least-squares-discriminant analysis on relative metabolite concentrations discriminated treated xenografts from untreated controls with an accuracy of 67% (p = 0.003). Multilevel linear mixed-effects models (LMM) indicated reduced glycolytic lactate production and glutaminolysis after treatment, consistent with PI3K/AKT/mTOR pathway inhibition. Although inherent metabolic heterogeneity between different PDX models seemed to hinder prediction of treatment response, the metabolic effects following treatment were more pronounced in responding xenografts compared to nonresponders. Additionally, the metabolic information predicted p53 mutation status, which may provide complementary insight into the interplay between PI3K signaling and other drivers of disease progression.
- Published
- 2017
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28. Pharmacokinetics of Perfluorobutane after Intra-Venous Bolus Injection of Sonazoid in Healthy Chinese Volunteers.
- Author
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Li P, Hoppmann S, Du P, Li H, Evans PM, Moestue SA, Yu W, Dong F, Liu H, and Liu L
- Subjects
- Adult, Asian People statistics & numerical data, Contrast Media administration & dosage, Female, Ferric Compounds administration & dosage, Fluorocarbons administration & dosage, Gas Chromatography-Mass Spectrometry, Humans, Injections, Intravenous, Iron administration & dosage, Japan, Male, Microbubbles, Oxides administration & dosage, Reference Values, White People statistics & numerical data, Young Adult, Contrast Media pharmacokinetics, Ferric Compounds pharmacokinetics, Fluorocarbons pharmacokinetics, Iron pharmacokinetics, Oxides pharmacokinetics
- Abstract
Sonazoid is an ultrasound contrast agent based on microbubbles (MB) containing perfluorobutane (PFB) gas. Sonazoid is approved in Japan, Korea and Norway for contrast-enhanced ultrasonography of focal liver lesions and focal breast lesions (Japan only). The objective of this study was to determine the pharmacokinetics (PKs) and safety of Sonazoid in Chinese healthy volunteers (HVs) and to evaluate the potential for ethnic differences in PKs between Chinese and Caucasian HVs. Sonazoid was administered as an intra-venous bolus injection at the clinical dose of 0.12 μL or 0.60 μL MB/kg body weight to two groups of eight Chinese HVs. Expired air and blood samples were collected and analyzed using a validated gas chromatographic tandem mass spectrometry method, and the main PK parameters were calculated. The highest PFB concentrations in blood were observed shortly after intra-venous administration of Sonazoid, and elimination of PFB was rapid. In the 0.12 μL MB/kg body weight cohort, PFB concentrations above the limit of quantification were observed for only 10 to 15 min post-injection. In the 0.60 μL MB/kg body weight cohort, PFB concentrations above the limit of quantification were observed for 60 min post-injection, and the shape of the elimination curve suggested a biphasic elimination profile. The maximum observed concentration (C
max ) values of PFB in blood were 2.3 ± 1.1 and 19.1 ± 9.2 ng/g for the 0.12 and 0.60 μL MB/kg body weight dose groups (mean ± standard deviation). Area under the curve values were 10.1 ± 2.7 and 90.1 ± 38.3 ng × min/g for the 0.12 and 0.60 μL MB/kg body weight dose groups. Cmax values of PFB in exhaled air were 0.35 ± 0.2 and 2.4 ± 0.7 ng/mL for the 0.12 and 0.60 μL MB/kg body weight dose groups. Assessment of laboratory parameters, vital signs, oxygen saturation and electrocardiograms revealed no changes indicative of a concern. The PK profile and safety data generated in the Chinese HVs were comparable to previous data for Caucasian HVs., (Copyright © 2017 The Authors. Published by Elsevier Inc. All rights reserved.)- Published
- 2017
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29. A PET/MRI study towards finding the optimal [ 18 F]Fluciclovine PET protocol for detection and characterisation of primary prostate cancer.
- Author
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Elschot M, Selnæs KM, Sandsmark E, Krüger-Stokke B, Størkersen Ø, Tessem MB, Moestue SA, Bertilsson H, and Bathen TF
- Subjects
- Aged, Carboxylic Acids adverse effects, Carboxylic Acids pharmacokinetics, Cyclobutanes adverse effects, Cyclobutanes pharmacokinetics, Humans, Magnetic Resonance Imaging, Male, Middle Aged, Multimodal Imaging, Radiopharmaceuticals adverse effects, Radiopharmaceuticals pharmacokinetics, Sensitivity and Specificity, Carboxylic Acids administration & dosage, Cyclobutanes administration & dosage, Positron-Emission Tomography, Prostatic Neoplasms diagnostic imaging, Radiopharmaceuticals administration & dosage
- Abstract
Purpose: [
18 F]Fluciclovine PET imaging shows promise for the assessment of prostate cancer. The purpose of this PET/MRI study is to optimise the PET imaging protocol for detection and characterisation of primary prostate cancer, by quantitative evaluation of the dynamic uptake of [18 F]Fluciclovine in cancerous and benign tissue., Methods: Patients diagnosed with high-risk primary prostate cancer underwent an integrated [18 F]Fluciclovine PET/MRI exam before robot-assisted radical prostatectomy with extended pelvic lymph node dissection. Volumes-of-interest (VOIs) of selected organs (prostate, bladder, blood pool) and sub-glandular prostate structures (tumour, benign prostatic hyperplasia (BPH), inflammation, healthy tissue) were delineated on T2-weighted MR images, using whole-mount histology samples as a reference. Three candidate windows for optimal PET imaging were identified based on the dynamic curves of the mean and maximum standardised uptake value (SUVmean and SUVmax , respectively). The statistical significance of differences in SUV between VOIs were analysed using Wilcoxon rank sum tests (p<0.05, adjusted for multiple testing)., Results: Twenty-eight (28) patients [median (range) age: 66 (55-72) years] were included. An early (W1: 5-10 minutes post-injection) and two late candidate windows (W2: 18-23; W3: 33-38 minutes post-injection) were selected. Late compared with early imaging was better able to distinguish between malignant and benign tissue [W3, SUVmean : tumour vs. BPH 2.5 vs. 2.0 (p<0.001), tumour vs. inflammation 2.5 vs. 1.7 (p<0.001), tumour vs. healthy tissue 2.5 vs. 2.0 (p<0.001); W1, SUVmean : tumour vs. BPH 3.1 vs. 3.1 (p=0.771), tumour vs inflammation 3.1 vs. 2.2 (p=0.021), tumour vs. healthy tissue 3.1 vs. 2.5 (p<0.001)] as well as between high-grade and low/intermediate-grade tumours (W3, SUVmean : 2.6 vs. 2.1 (p=0.040); W1, SUVmean : 3.1 vs. 2.8 (p=0.173)). These differences were relevant to the peripheral zone, but not the central gland., Conclusion: Late-window [18 F]Fluciclovine PET imaging shows promise for distinguishing between prostate tumours and benign tissue and for assessment of tumour aggressiveness.- Published
- 2017
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30. Estrogen Receptor α Promotes Breast Cancer by Reprogramming Choline Metabolism.
- Author
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Jia M, Andreassen T, Jensen L, Bathen TF, Sinha I, Gao H, Zhao C, Haldosen LA, Cao Y, Girnita L, Moestue SA, and Dahlman-Wright K
- Subjects
- Animals, Breast Neoplasms drug therapy, Breast Neoplasms metabolism, Choline-Phosphate Cytidylyltransferase physiology, Diacylglycerol Cholinephosphotransferase physiology, Drug Resistance, Neoplasm, Female, Humans, MCF-7 Cells, Neoplasm Metastasis, Tamoxifen therapeutic use, Zebrafish, Breast Neoplasms etiology, Choline metabolism, Estrogen Receptor alpha physiology
- Abstract
Estrogen receptor α (ERα) is a key regulator of breast growth and breast cancer development. Here, we report how ERα impacts these processes by reprogramming metabolism in malignant breast cells. We employed an integrated approach, combining genome-wide mapping of chromatin-bound ERα with estrogen-induced transcript and metabolic profiling, to demonstrate that ERα reprograms metabolism upon estrogen stimulation, including changes in aerobic glycolysis, nucleotide and amino acid synthesis, and choline (Cho) metabolism. Cho phosphotransferase CHPT1, identified as a direct ERα-regulated gene, was required for estrogen-induced effects on Cho metabolism, including increased phosphatidylcholine synthesis. CHPT1 silencing inhibited anchorage-independent growth and cell proliferation, also suppressing early-stage metastasis of tamoxifen-resistant breast cancer cells in a zebrafish xenograft model. Our results showed that ERα promotes metabolic alterations in breast cancer cells mediated by its target CHPT1, which this study implicates as a candidate therapeutic target. Cancer Res; 76(19); 5634-46. ©2016 AACR., (©2016 American Association for Cancer Research.)
- Published
- 2016
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31. Diffusion-weighted MRI for early detection and characterization of prostate cancer in the transgenic adenocarcinoma of the mouse prostate model.
- Author
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Hill DK, Kim E, Teruel JR, Jamin Y, Widerøe M, Søgaard CD, Størkersen Ø, Rodrigues DN, Heindl A, Yuan Y, Bathen TF, and Moestue SA
- Subjects
- Adenocarcinoma diagnostic imaging, Adenocarcinoma pathology, Animals, Automation, Biomarkers, Tumor metabolism, Cell Differentiation, Disease Progression, Humans, Image Processing, Computer-Assisted, Male, Mice, Mice, Inbred C57BL, Mice, Transgenic, Neoplasm Grading, Neoplasm Invasiveness, Pattern Recognition, Automated, Prostate diagnostic imaging, Prostate pathology, Prostatic Neoplasms diagnostic imaging, Diffusion Magnetic Resonance Imaging, Prostatic Neoplasms pathology
- Abstract
Purpose: To improve early diagnosis of prostate cancer to aid clinical decision-making. Diffusion-weighted magnetic resonance imaging (DW-MRI) is sensitive to water diffusion throughout tissues, which correlates with Gleason score, a histological measure of prostate cancer aggressiveness. In this study the ability of DW-MRI to detect prostate cancer onset and development was evaluated in transgenic adenocarcinoma of the mouse prostate (TRAMP) mice., Materials and Methods: T2 -weighted and DW-MRI were acquired using a 7T MR scanner, 200 mm bore diameter; 10 TRAMP and 6 C57BL/6 control mice were scanned every 4 weeks from 8 weeks of age until sacrifice at 28-30 weeks. After sacrifice, the genitourinary tract was excised and sectioned for histological analysis. Histology slides registered with DW-MR images allowed for validation of DW-MR images and the apparent diffusion coefficient (ADC) as tools for cancer detection and disease stratification. An automated early assessment tool based on ADC threshold values was developed to aid cancer detection and progression monitoring., Results: The ADC differentiated between control prostate ((1.86 ± 0.20) × 10(-3) mm(2) /s) and normal TRAMP prostate ((1.38 ± 0.10) × 10(-3) mm(2) /s) (P = 0.0001), between TRAMP prostate and well-differentiated cancer ((0.93 ± 0.18) × 10(-3) mm(2) /s) (P = 0.0006), and between well-differentiated cancer and poorly differentiated cancer ((0.63 ± 0.06) × 10(-3) mm(2) /s) (P = 0.02)., Conclusion: DW-MRI is a tool for early detection of cancer, and discrimination between cancer stages in the TRAMP model. The incorporation of DW-MRI-based prostate cancer stratification and monitoring could increase the accuracy of preclinical trials using TRAMP mice., (© 2015 Wiley Periodicals, Inc.)
- Published
- 2016
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32. Inhibition of O-GlcNAc transferase activity reprograms prostate cancer cell metabolism.
- Author
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Itkonen HM, Gorad SS, Duveau DY, Martin SE, Barkovskaya A, Bathen TF, Moestue SA, and Mills IG
- Subjects
- Cell Line, Tumor, Cell Proliferation drug effects, Glycosylation, Humans, Male, N-Acetylglucosaminyltransferases metabolism, Prostatic Neoplasms pathology, Receptors, Androgen metabolism, Enzyme Inhibitors pharmacology, N-Acetylglucosaminyltransferases antagonists & inhibitors, Prostatic Neoplasms drug therapy, Prostatic Neoplasms metabolism
- Abstract
Metabolic networks are highly connected and complex, but a single enzyme, O-GlcNAc transferase (OGT) can sense the availability of metabolites and also modify target proteins. We show that inhibition of OGT activity inhibits the proliferation of prostate cancer cells, leads to sustained loss of c-MYC and suppresses the expression of CDK1, elevated expression of which predicts prostate cancer recurrence (p=0.00179). Metabolic profiling revealed decreased glucose consumption and lactate production after OGT inhibition. This decreased glycolytic activity specifically sensitized prostate cancer cells, but not cells representing normal prostate epithelium, to inhibitors of oxidative phosphorylation (rotenone and metformin). Intra-cellular alanine was depleted upon OGT inhibitor treatment. OGT inhibitor increased the expression and activity of alanine aminotransferase (GPT2), an enzyme that can be targeted with a clinically approved drug, cycloserine. Simultaneous inhibition of OGT and GPT2 inhibited cell viability and growth rate, and additionally activated a cell death response. These combinatorial effects were predominantly seen in prostate cancer cells, but not in a cell-line derived from normal prostate epithelium. Combinatorial treatments were confirmed with two inhibitors against both OGT and GPT2. Taken together, here we report the reprogramming of energy metabolism upon inhibition of OGT activity, and identify synergistically lethal combinations that are prostate cancer cell specific.
- Published
- 2016
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33. Anti-vascular effects of the cytosolic phospholipase A2 inhibitor AVX235 in a patient-derived basal-like breast cancer model.
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Kim E, Tunset HM, Cebulla J, Vettukattil R, Helgesen H, Feuerherm AJ, Engebråten O, Mælandsmo GM, Johansen B, and Moestue SA
- Subjects
- Animals, Breast Neoplasms drug therapy, Cell Line, Tumor, Cell Proliferation drug effects, Dinoprostone metabolism, Disease Models, Animal, Endothelial Cells drug effects, Endothelial Cells metabolism, Female, Humans, Magnetic Resonance Imaging, Mice, Neoplasms, Basal Cell drug therapy, Neoplasms, Basal Cell metabolism, Phospholipases A2, Cytosolic metabolism, Triple Negative Breast Neoplasms diagnosis, Triple Negative Breast Neoplasms drug therapy, Triple Negative Breast Neoplasms metabolism, Tumor Burden drug effects, X-Ray Microtomography, Xenograft Model Antitumor Assays, Angiogenesis Inhibitors pharmacology, Antineoplastic Agents pharmacology, Breast Neoplasms diagnosis, Breast Neoplasms metabolism, Neoplasms, Basal Cell pathology, Neovascularization, Pathologic drug therapy, Neovascularization, Pathologic metabolism, Phospholipase A2 Inhibitors pharmacology
- Abstract
Background: Group IVA cytosolic phospholipase A2 (cPLA2α) plays an important role in tumorigenesis and angiogenesis. It is overexpressed in basal-like breast cancer (BLBC), which is aggressive and usually triple-negative, making it unresponsive to current targeted therapies. Here, we evaluated the anti-angiogenic effects of a specific cPLA2α inhibitor, AVX235, in a patient-derived triple-negative BLBC model., Methods: Mice bearing orthotopic xenografts received i.p. injections of AVX235 or DMSO vehicle daily for 1 week and then every other day for up to 19 days. Six treated and six control mice were terminated after 2 days of treatment, and the tumors excised for high resolution magic angle spinning magnetic resonance spectroscopy (HR MAS MRS) and prostaglandin E2 (PGE2) enzyme immunoassay (EIA) analysis. A 1-week imaging study was performed on a separate cohort of mice. Longitudinal dynamic contrast enhanced (DCE)-MRI was performed before, after 4 days, and after 1 week of treatment. The mice were then perfused with a radiopaque vascular casting agent, and the tumors excised for micro-CT angiography. Subsequently, tumors were sectioned and stained with lectin and for Ki67 or α-smooth muscle actin to quantify endothelial cell proliferation and vessel maturity, respectively. Partial least squares discriminant analysis was performed on the multivariate HR MAS MRS data, and non-parametric univariate analyses using Mann-Whitney U tests (α = 0.05) were performed on all other data., Results: Glycerophosphocholine and PGE2 levels, measured by HR MAS MRS and EIA, respectively, were lower in treated tumors after 2 days of treatment. These molecular changes are expected downstream effects of cPLA2α inhibition and were followed by significant tumor growth inhibition after 8 days of treatment. DCE-MRI revealed that AVX235 treatment caused a decrease in tumor perfusion. Concordantly, micro-CT angiography showed that vessel volume fraction, density, and caliber were reduced in treated tumors. Moreover, histology showed decreased endothelial cell proliferation and fewer immature vessels in treated tumors., Conclusions: These results demonstrate that cPLA2α inhibition with AVX235 resulted in decreased vascularization and perfusion and subsequent inhibition of tumor growth. Thus, cPLA2α inhibition may be a potential new therapeutic option for triple-negative basal-like breast cancer.
- Published
- 2016
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34. Impact of Freezing Delay Time on Tissue Samples for Metabolomic Studies.
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Haukaas TH, Moestue SA, Vettukattil R, Sitter B, Lamichhane S, Segura R, Giskeødegård GF, and Bathen TF
- Abstract
Introduction: Metabolic profiling of intact tumor tissue by high-resolution magic angle spinning (HR MAS) MR spectroscopy (MRS) provides important biological information possibly useful for clinical diagnosis and development of novel treatment strategies. However, generation of high-quality data requires that sample handling from surgical resection until analysis is performed using systematically validated procedures. In this study, we investigated the effect of postsurgical freezing delay time on global metabolic profiles and stability of individual metabolites in intact tumor tissue., Materials and Methods: Tumor tissue samples collected from two patient-derived breast cancer xenograft models (n = 3 for each model) were divided into pieces that were snap-frozen in liquid nitrogen at 0, 15, 30, 60, 90, and 120 min after surgical removal. In addition, one sample was analyzed immediately, representing the metabolic profile of fresh tissue exposed neither to liquid nitrogen nor to room temperature. We also evaluated the metabolic effect of prolonged spinning during the HR MAS experiments in biopsies from breast cancer patients (n = 14). All samples were analyzed by proton HR MAS MRS on a Bruker Avance DRX600 spectrometer, and changes in metabolic profiles were evaluated using multivariate analysis and linear mixed modeling., Results: Multivariate analysis showed that the metabolic differences between the two breast cancer models were more prominent than variation caused by freezing delay time. No significant changes in levels of individual metabolites were observed in samples frozen within 30 min of resection. After this time point, levels of choline increased, whereas ascorbate, creatine, and glutathione (GS) levels decreased. Freezing had a significant effect on several metabolites but is an essential procedure for research and biobank purposes. Furthermore, four metabolites (glucose, glycine, glycerophosphocholine, and choline) were affected by prolonged HR MAS experiment time possibly caused by physical release of metabolites caused by spinning or due to structural degradation processes., Conclusion: The MR metabolic profiles of tumor samples are reproducible and robust to variation in postsurgical freezing delay up to 30 min.
- Published
- 2016
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35. Identification of Metastasis-Associated Metabolic Profiles of Tumors by (1)H-HR-MAS-MRS.
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Gorad SS, Ellingsen C, Bathen TF, Mathiesen BS, Moestue SA, and Rofstad EK
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- Animals, Female, Humans, Hypoxia physiopathology, Mice, Mice, Inbred BALB C, Mice, Nude, Tumor Cells, Cultured, Xenograft Model Antitumor Assays, Biomarkers, Tumor metabolism, Magnetic Resonance Spectroscopy methods, Melanoma metabolism, Melanoma secondary, Metabolome
- Abstract
Tumors develop an abnormal microenvironment during growth, and similar to the metastatic phenotype, the metabolic phenotype of cancer cells is tightly linked to characteristics of the tumor microenvironment (TME). In this study, we explored relationships between metabolic profile, metastatic propensity, and hypoxia in experimental tumors in an attempt to identify metastasis-associated metabolic profiles. Two human melanoma xenograft lines (A-07, R-18) showing different TMEs were used as cancer models. Metabolic profile was assessed by proton high resolution magic angle spinning magnetic resonance spectroscopy ((1)H-HR-MAS-MRS). Tumor hypoxia was detected in immunostained histological preparations by using pimonidazole as a hypoxia marker. Twenty-four samples from 10 A-07 tumors and 28 samples from 10 R-18 tumors were analyzed. Metastasis was associated with hypoxia in both A-07 and R-18 tumors, and (1)H-HR-MAS-MRS discriminated between tissue samples with and tissue samples without hypoxic regions in both models, primarily because hypoxia was associated with high lactate resonance peaks in A-07 tumors and with low lactate resonance peaks in R-18 tumors. Similarly, metastatic and non-metastatic R-18 tumors showed significantly different metabolic profiles, but not metastatic and non-metastatic A-07 tumors, probably because some samples from the metastatic A-07 tumors were derived from tumor regions without hypoxic tissue. This study suggests that (1)H-HR-MAS-MRS may be a valuable tool for evaluating the role of hypoxia and lactate in tumor metastasis as well as for identification of metastasis-associated metabolic profiles., (Copyright © 2015 The Authors. Published by Elsevier Inc. All rights reserved.)
- Published
- 2015
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36. Metabolic reprogramming supports the invasive phenotype in malignant melanoma.
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Bettum IJ, Gorad SS, Barkovskaya A, Pettersen S, Moestue SA, Vasiliauskaite K, Tenstad E, Øyjord T, Risa Ø, Nygaard V, Mælandsmo GM, and Prasmickaite L
- Subjects
- Cell Line, Tumor, Cell Movement drug effects, Glycolysis drug effects, Humans, Melanoma metabolism, Mitochondria drug effects, Neoplasm Invasiveness, Phenotype, S100 Calcium-Binding Protein A4, S100 Proteins pharmacology, Melanoma pathology
- Abstract
Invasiveness is a hallmark of aggressive cancer like malignant melanoma, and factors involved in acquisition or maintenance of an invasive phenotype are attractive targets for therapy. We investigated melanoma phenotype modulation induced by the metastasis-promoting microenvironmental protein S100A4, focusing on the relationship between enhanced cellular motility, dedifferentiation and metabolic changes. In poorly motile, well-differentiated Melmet 5 cells, S100A4 stimulated migration, invasion and simultaneously down-regulated differentiation genes and modulated expression of metabolism genes. Metabolic studies confirmed suppressed mitochondrial respiration and activated glycolytic flux in the S100A4 stimulated cells, indicating a metabolic switch toward aerobic glycolysis, known as the Warburg effect. Reversal of the glycolytic switch by dichloracetate induced apoptosis and reduced cell growth, particularly in the S100A4 stimulated cells. This implies that cells with stimulated invasiveness get survival benefit from the glycolytic switch and, therefore, become more vulnerable to glycolysis inhibition. In conclusion, our data indicate that transition to the invasive phenotype in melanoma involves dedifferentiation and metabolic reprogramming from mitochondrial oxidation to glycolysis, which facilitates survival of the invasive cancer cells. Therapeutic strategies targeting the metabolic reprogramming may therefore be effective against the invasive phenotype., (Copyright © 2015 Elsevier Ireland Ltd. All rights reserved.)
- Published
- 2015
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37. Detection of colorectal polyps in humans using an intravenously administered fluorescent peptide targeted against c-Met.
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Burggraaf J, Kamerling IM, Gordon PB, Schrier L, de Kam ML, Kales AJ, Bendiksen R, Indrevoll B, Bjerke RM, Moestue SA, Yazdanfar S, Langers AM, Swaerd-Nordmo M, Torheim G, Warren MV, Morreau H, Voorneveld PW, Buckle T, van Leeuwen FW, Ødegårdstuen LI, Dalsgaard GT, Healey A, and Hardwick JC
- Subjects
- Amino Acid Sequence, Animals, Cell Line, Tumor, Female, Fluorescence, Humans, Macaca fascicularis, Male, Mice, Mice, Inbred BALB C, Molecular Sequence Data, Colorectal Neoplasms diagnosis, Intestinal Polyps diagnosis, Peptides, Cyclic drug effects, Proto-Oncogene Proteins c-met analysis
- Abstract
Colon cancer prevention currently relies on colonoscopy using white light to detect and remove polyps, but small and flat polyps are difficult to detect and frequently missed when using this technique. Fluorescence colonoscopy combined with a fluorescent probe specific for a polyp biomarker may improve polyp detection. Here we describe GE-137, a water-soluble probe consisting of a 26-amino acid cyclic peptide that binds the human tyrosine kinase c-Met conjugated to a fluorescent cyanine dye. Intravenous administration of GE-137 leads to its accumulation specifically in c-Met-expressing tumors in mice, and it is safe and well tolerated in humans. Fluorescence colonoscopy in patients receiving intravenous GE-137 enabled visualization of all neoplastic polyps that were visible with white light (38), as well as an additional nine polyps that were not visible with white light. This first-in-human pilot study shows that molecular imaging using an intravenous fluorescent agent specific for c-Met is feasible and safe, and that it may enable the detection of polyps missed by other techniques.
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- 2015
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38. In vivo ³¹P magnetic resonance spectroscopic imaging (MRSI) for metabolic profiling of human breast cancer xenografts.
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Esmaeili M, Moestue SA, Hamans BC, Veltien A, Kristian A, Engebråten O, Maelandsmo GM, Gribbestad IS, Bathen TF, and Heerschap A
- Subjects
- Animals, Biomarkers, Tumor metabolism, Choline metabolism, Female, Humans, Imaging, Three-Dimensional, Mice, Mice, Inbred BALB C, Phosphorus Isotopes, Signal-To-Noise Ratio, Transplantation, Heterologous, Breast Neoplasms metabolism, Heterografts metabolism, Magnetic Resonance Spectroscopy methods, Metabolome
- Abstract
Purpose: To study cancer associated with abnormal metabolism of phospholipids, of which several have been proposed as biomarkers for malignancy or to monitor response to anticancer therapy. We explored 3D (31) P magnetic resonance spectroscopic imaging (MRSI) at high magnetic field for in vivo assessment of individual phospholipids in two patient-derived breast cancer xenografts representing good and poor prognosis (luminal- and basal-like tumors)., Materials and Methods: Metabolic profiles from luminal-like and basal-like xenograft tumors were obtained in vivo using 3D (31) P MRSI at 11.7T and from tissue extracts in vitro at 14.1T. Gene expression analysis was performed in order to support metabolic differences between the two xenografts., Results: In vivo (31) P MR spectra were obtained in which the prominent resonances from phospholipid metabolites were detected at a high signal-to-noise ratio (SNR >7.5). Metabolic profiles obtained in vivo were in agreement with those obtained in vitro and could be used to discriminate between the two xenograft models, based on the levels of phosphocholine, phosphoethanolamine, glycerophosphocholine, and glycerophosphoethanolamine. The differences in phospholipid metabolite concentration could partly be explained by gene expression profiles., Conclusion: Noninvasive metabolic profiling by 3D (31) P MRSI can discriminate between subtypes of breast cancer based on different concentrations of choline- and ethanolamine-containing phospholipids., (© 2014 Wiley Periodicals, Inc.)
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- 2015
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39. MRI reveals the in vivo cellular and vascular response to BEZ235 in ovarian cancer xenografts with different PI3-kinase pathway activity.
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Cebulla J, Huuse EM, Pettersen K, van der Veen A, Kim E, Andersen S, Prestvik WS, Bofin AM, Pathak AP, Bjørkøy G, Bathen TF, and Moestue SA
- Subjects
- Animals, Female, Humans, Mice, Mice, Inbred BALB C, Mice, Nude, Neovascularization, Pathologic pathology, Ovarian Neoplasms blood supply, Ovarian Neoplasms metabolism, Signal Transduction drug effects, Treatment Outcome, Tumor Cells, Cultured, Xenograft Model Antitumor Assays, Antineoplastic Agents therapeutic use, Imidazoles therapeutic use, Magnetic Resonance Imaging methods, Neovascularization, Pathologic drug therapy, Ovarian Neoplasms diagnosis, Ovarian Neoplasms drug therapy, Phosphatidylinositol 3-Kinases metabolism, Quinolines therapeutic use
- Abstract
Background: The phosphoinositide-3 kinase (PI3K) pathway is an attractive therapeutic target. However, difficulty in predicting therapeutic response limits the clinical implementation of PI3K inhibitors. This study evaluates the utility of clinically relevant magnetic resonance imaging (MRI) biomarkers for noninvasively assessing the in vivo response to the dual PI3K/mTOR inhibitor BEZ235 in two ovarian cancer models with differential PI3K pathway activity., Methods: The PI3K signalling activity of TOV-21G and TOV-112D human ovarian cancer cells was investigated in vitro. Cellular and vascular response of the xenografts to BEZ235 treatment (65 mg kg(-1), 3 days) was assessed in vivo using diffusion-weighted (DW) and dynamic contrast-enhanced (DCE)-MRI. Micro-computed tomography was performed to investigate changes in vascular morphology., Results: The TOV-21G cells showed higher PI3K signalling activity than TOV-112D cells in vitro and in vivo. Treated TOV-21G xenografts decreased in volume and DW-MRI revealed an increased water diffusivity that was not found in TOV-112D xenografts. Treatment-induced improvement in vascular functionality was detected with DCE-MRI in both models. Changes in vascular morphology were not found., Conclusions: Our results suggest that DW- and DCE-MRI can detect cellular and vascular response to PI3K/mTOR inhibition in vivo. However, only DW-MRI could discriminate between a strong and weak response to BEZ235.
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- 2015
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40. Quantitative (31)P HR-MAS MR spectroscopy for detection of response to PI3K/mTOR inhibition in breast cancer xenografts.
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Esmaeili M, Bathen TF, Engebråten O, Mælandsmo GM, Gribbestad IS, and Moestue SA
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- Animals, Biomarkers, Tumor metabolism, Blotting, Western, Ethanolamines metabolism, Female, Humans, Mice, Phosphatidylethanolamines metabolism, Phosphorus Isotopes, Phosphorylcholine metabolism, TOR Serine-Threonine Kinases antagonists & inhibitors, Xenograft Model Antitumor Assays, Antineoplastic Agents pharmacology, Breast Neoplasms drug therapy, Breast Neoplasms metabolism, Imidazoles pharmacology, Magnetic Resonance Spectroscopy methods, Quinolines pharmacology
- Abstract
Purpose: Phospholipid metabolites are of importance in cancer studies, and have been suggested as candidate metabolic biomarkers for response to targeted anticancer drugs. The purpose of this study was to develop a phosphorus ((31) P) high resolution magic angle spinning magnetic resonance spectroscopy protocol for quantification of phosphorylated metabolites in intact cancer tissue., Methods: (31) P spectra were acquired on a 14.1 T spectrometer with a triplet (1) H/(13) C/(31) P MAS probe. Quantification of metabolites was performed using the PULCON principle. Basal-like and luminal-like breast cancer xenografts were treated with the dual PI3K/mTOR inhibitor BEZ235, and the impact of treatment on the concentration of phosphocholine, glycerophosphocholine, phosphoethanolamine and glycerophosphoethanolamine was evaluated., Results: In basal-like xenografts, BEZ235 treatment induced a significant decrease in phosphoethanolamine (-25.6%, P = 0.01) whilst phosphocholine (16.5%, P = 0.02) and glycerophosphocholine (37.3%, P < 0.001) were significantly increased. The metabolic changes could partially be explained by increased levels of phospholipase A2 group 4A (PLA2G4A)., Conclusion: (31) P high resolution magic angle spinning magnetic resonance spectroscopy is a useful method for quantitative assessment of metabolic responses to PI3K inhibition. Using the PULCON principle for quantification, the levels of phosphocholine, glycerophosphocholine, phosphoethanolamine, and glycerophosphoethanolamine could be evaluated with high precision and accuracy., (Copyright © 2013 Wiley Periodicals, Inc.)
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- 2014
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41. Interplay of choline metabolites and genes in patient-derived breast cancer xenografts.
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Grinde MT, Skrbo N, Moestue SA, Rødland EA, Borgan E, Kristian A, Sitter B, Bathen TF, Børresen-Dale AL, Mælandsmo GM, Engebraaten O, Sørlie T, Marangoni E, and Gribbestad IS
- Subjects
- Animals, Breast Neoplasms genetics, Breast Neoplasms pathology, Choline Kinase biosynthesis, Choline Kinase genetics, Female, Gene Expression, Gene Expression Profiling, Gene Expression Regulation, Neoplastic, Humans, Metabolomics, Mice, Neoplasm Transplantation, Phosphoric Diester Hydrolases biosynthesis, Phosphoric Diester Hydrolases genetics, Phosphoric Diester Hydrolases metabolism, Tissue Array Analysis, Transcriptome, Transplantation, Heterologous, Breast Neoplasms metabolism, Choline metabolism, Glycerylphosphorylcholine metabolism, Phosphorylcholine metabolism
- Abstract
Introduction: Dysregulated choline metabolism is a well-known feature of breast cancer, but the underlying mechanisms are not fully understood. In this study, the metabolomic and transcriptomic characteristics of a large panel of human breast cancer xenograft models were mapped, with focus on choline metabolism., Methods: Tumor specimens from 34 patient-derived xenograft models were collected and divided in two. One part was examined using high-resolution magic angle spinning (HR-MAS) MR spectroscopy while another part was analyzed using gene expression microarrays. Expression data of genes encoding proteins in the choline metabolism pathway were analyzed and correlated to the levels of choline (Cho), phosphocholine (PCho) and glycerophosphocholine (GPC) using Pearson's correlation analysis. For comparison purposes, metabolic and gene expression data were collected from human breast tumors belonging to corresponding molecular subgroups., Results: Most of the xenograft models were classified as basal-like (N = 19) or luminal B (N = 7). These two subgroups showed significantly different choline metabolic and gene expression profiles. The luminal B xenografts were characterized by a high PCho/GPC ratio while the basal-like xenografts were characterized by highly variable PCho/GPC ratio. Also, Cho, PCho and GPC levels were correlated to expression of several genes encoding proteins in the choline metabolism pathway, including choline kinase alpha (CHKA) and glycerophosphodiester phosphodiesterase domain containing 5 (GDPD5). These characteristics were similar to those found in human tumor samples., Conclusion: The higher PCho/GPC ratio found in luminal B compared with most basal-like breast cancer xenograft models and human tissue samples do not correspond to results observed from in vitro studies. It is likely that microenvironmental factors play a role in the in vivo regulation of choline metabolism. Cho, PCho and GPC were correlated to different choline pathway-encoding genes in luminal B compared with basal-like xenografts, suggesting that regulation of choline metabolism may vary between different breast cancer subgroups. The concordance between the metabolic and gene expression profiles from xenograft models with breast cancer tissue samples from patients indicates that these xenografts are representative models of human breast cancer and represent relevant models to study tumor metabolism in vivo.
- Published
- 2014
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42. Low-molecular contrast agent dynamic contrast-enhanced (DCE)-MRI and diffusion-weighted (DW)-MRI in early assessment of bevacizumab treatment in breast cancer xenografts.
- Author
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Moestue SA, Huuse EM, Lindholm EM, Bofin A, Engebraaten O, Mælandsmo GM, Akslen LA, and Gribbestad IS
- Subjects
- Angiogenesis Inhibitors therapeutic use, Animals, Bevacizumab, Cell Line, Tumor, Contrast Media chemistry, Mice, Molecular Weight, Prognosis, Reproducibility of Results, Sensitivity and Specificity, Treatment Outcome, Antibodies, Monoclonal, Humanized therapeutic use, Antineoplastic Combined Chemotherapy Protocols therapeutic use, Breast Neoplasms drug therapy, Breast Neoplasms pathology, Diffusion Magnetic Resonance Imaging methods, Doxorubicin therapeutic use
- Abstract
Purpose: To investigate the effect of bevacizumab treatment on vascular architecture and function in two xenograft models with different angiogenic properties using diffusion-weighted magnetic resonance imaging (DW-MRI) and dynamic contrast-enhanced MRI (DCE-MRI)., Materials and Methods: Mice carrying basal-like (MAS98.12) or luminal-like (MAS98.06) orthotopic breast cancer xenografts were treated with bevacizumab (5 mg/kg), doxorubicin (8 mg/kg), or both drugs in combination. DW-MRI and DCE-MRI were performed before and 3 days after treatment using a Bruker 7T preclinical scanner. Mean microvessel density (MVD) and proliferating microvessel density (pMVD) in the tumors were determined for evaluation of vascular response to bevacizumab treatment., Results: No changes in DCE-MRI or DW-MRI parameters were observed in untreated controls during the experiment period. DW-MRI showed increased apparent diffusion coefficient (ADC) values in all treatment groups in both basal-like and luminal-like xenografts. DCE-MRI showed increased contrast agent uptake, particularly in central regions of the tumors, after bevacizumab/combination treatment in both xenograft models. This was accompanied by decreased MVD and pMVD in basal-like xenografts. Doxorubicin treatment had no effect on DCE-MRI parameters in any of the xenograft models., Conclusion: Both DW-MRI and DCE-MRI demonstrated an early response to bevacizumab treatment in the xenograft tumors. Increased contrast agent uptake and reduced MVD/pMVD is consistent with a normalization of vascular function., (Copyright © 2013 Wiley Periodicals, Inc.)
- Published
- 2013
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43. Metabolic biomarkers for response to PI3K inhibition in basal-like breast cancer.
- Author
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Moestue SA, Dam CG, Gorad SS, Kristian A, Bofin A, Mælandsmo GM, Engebråten O, Gribbestad IS, and Bjørkøy G
- Subjects
- Animals, Breast Neoplasms genetics, Breast Neoplasms pathology, Cell Line, Tumor, Cell Proliferation drug effects, Female, Heterocyclic Compounds, 3-Ring administration & dosage, Humans, Imidazoles administration & dosage, Neoplasms, Basal Cell pathology, Phosphoinositide-3 Kinase Inhibitors, Proto-Oncogene Proteins c-akt genetics, Quinolines administration & dosage, Signal Transduction drug effects, TOR Serine-Threonine Kinases genetics, Xenograft Model Antitumor Assays, Breast Neoplasms drug therapy, Neoplasms, Basal Cell drug therapy, Neoplasms, Basal Cell genetics, Phosphatidylinositol 3-Kinases metabolism
- Abstract
Introduction: The phosphatidylinositol 3-kinase (PI3K) pathway is frequently activated in cancer cells through numerous mutations and epigenetic changes. The recent development of inhibitors targeting different components of the PI3K pathway may represent a valuable treatment alternative. However, predicting efficacy of these drugs is challenging, and methods for therapy monitoring are needed. Basal-like breast cancer (BLBC) is an aggressive breast cancer subtype, frequently associated with PI3K pathway activation. The objectives of this study were to quantify the PI3K pathway activity in tissue sections from xenografts representing basal-like and luminal-like breast cancer before and immediately after treatment with PI3K inhibitors, and to identify metabolic biomarkers for treatment response., Methods: Tumor-bearing animals (n = 8 per treatment group) received MK-2206 (120 mg/kg/day) or BEZ235 (50 mg/kg/day) for 3 days. Activity in the PI3K/Akt/mammalian target of rapamycin pathway in xenografts and human biopsies was evaluated using a novel method for semiquantitative assessment of Aktser473 phosphorylation. Metabolic changes were assessed by ex vivo high-resolution magic angle spinning magnetic resonance spectroscopy., Results: Using a novel dual near-infrared immunofluorescent imaging method, basal-like xenografts had a 4.5-fold higher baseline level of pAktser473 than luminal-like xenografts. Following treatment, basal-like xenografts demonstrated reduced levels of pAktser473 and decreased proliferation. This correlated with metabolic changes, as both MK-2206 and BEZ235 reduced lactate concentration and increased phosphocholine concentration in the basal-like tumors. BEZ235 also caused increased glucose and glycerophosphocholine concentrations. No response to treatment or change in metabolic profile was seen in luminal-like xenografts. Analyzing tumor sections from five patients with BLBC demonstrated that two of these patients had an elevated pAktser473 level., Conclusion: The activity of the PI3K pathway can be determined in tissue sections by quantitative imaging using an antibody towards pAktser473. Long-term treatment with MK-2206 or BEZ235 resulted in significant growth inhibition in basal-like, but not luminal-like, xenografts. This indicates that PI3K inhibitors may have selective efficacy in basal-like breast cancer with increased PI3K signaling, and identifies lactate, phosphocholine and glycerophosphocholine as potential metabolic biomarkers for early therapy monitoring. In human biopsies, variable pAktser473 levels were observed, suggesting heterogeneous PI3K signaling activity in BLBC.
- Published
- 2013
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44. Glycerophosphocholine (GPC) is a poorly understood biomarker in breast cancer.
- Author
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Moestue SA, Giskeødegård GF, Cao MD, Bathen TF, and Gribbestad IS
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- Animals, Female, Humans, Breast Neoplasms enzymology, Choline metabolism, Endometrial Neoplasms enzymology, Ovarian Neoplasms enzymology, Phospholipases metabolism, Phosphoric Diester Hydrolases metabolism
- Published
- 2012
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45. In vivo MRI and histopathological assessment of tumor microenvironment in luminal-like and basal-like breast cancer xenografts.
- Author
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Huuse EM, Moestue SA, Lindholm EM, Bathen TF, Nalwoga H, Krüger K, Bofin A, Maelandsmo GM, Akslen LA, Engebraaten O, and Gribbestad IS
- Subjects
- Animals, Area Under Curve, Blotting, Western, Capillary Permeability drug effects, Contrast Media administration & dosage, Diffusion Magnetic Resonance Imaging, Disease Models, Animal, Estradiol pharmacology, Female, Gadolinium DTPA administration & dosage, Immunohistochemistry, Mice, Neoplasm Transplantation, Statistics, Nonparametric, Transplantation, Heterologous, Vascular Endothelial Growth Factor A analysis, Breast Neoplasms physiopathology, Magnetic Resonance Imaging methods, Neovascularization, Pathologic physiopathology, Tumor Microenvironment
- Abstract
Purpose: To explore tumor pathophysiology with special attention to the microenvironment in two molecular subtypes of human breast cancer using in vivo magnetic resonance imaging (MRI) and histopathology. The impact of tumor growth, size, and the influence of estradiol were also investigated., Materials and Methods: Two orthotopic and directly transplanted human breast cancer models representing luminal-like and basal-like molecular subtypes were characterized by dynamic contrast-enhanced MRI and diffusion-weighted MRI. Ex vivo measurements of vascularization, hypoxia, mitoses, and the level of VEGF activations were associated with the calculated in vivo MRI parameters of the tumors., Results: The vascular permeability and perfusion (K(trans) ) was significantly higher in basal-like compared to luminal-like tumors. These findings were confirmed by a 4-fold higher proliferating microvessel density (pMVD) in basal-like tumors, reflecting the difference in aggressiveness between the subtypes. No effect of tumor growth was observed during 6 days of growth in any of the models; however, large tumors had lower K(trans) , higher extracellular extravascular volume fraction (v(e) ), and more hypoxia than medium-sized tumors. Estradiol withdrawal induced increased K(trans) , v(e) , and tumor water diffusion (ADC) in luminal-like tumors, corresponding to increased VEGFR2 activation, which is likely to cause increased tumor vessel permeability., Conclusion: These novel data confirm the potential of functional MRI methods to map histopathologically proven changes in breast tumor vasculature and microenvironment in vivo., (Copyright © 2011 Wiley Periodicals, Inc.)
- Published
- 2012
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46. Intravascular targets for molecular contrast-enhanced ultrasound imaging.
- Author
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Moestue SA, Gribbestad IS, and Hansen R
- Subjects
- Animals, Antigens, CD metabolism, Antigens, Surface metabolism, Clinical Trials as Topic, Diagnostic Imaging methods, Endoglin, Glutamate Carboxypeptidase II metabolism, Humans, Integrins metabolism, Molecular Imaging, Neoplasms diagnosis, Neoplasms metabolism, Neovascularization, Pathologic metabolism, Receptors, Cell Surface metabolism, Contrast Media chemistry, Microbubbles, Ultrasonography methods
- Abstract
Molecular targeting of contrast agents for ultrasound imaging is emerging as a new medical imaging modality. It combines advances in ultrasound technology with principles of molecular imaging, thereby allowing non-invasive assessment of biological processes in vivo. Preclinical studies have shown that microbubbles, which provide contrast during ultrasound imaging, can be targeted to specific molecular markers. These microbubbles accumulate in tissue with target (over) expression, thereby significantly increasing the ultrasound signal. This concept offers safe and low-cost imaging with high spatial resolution and sensitivity. It is therefore considered to have great potential in cancer imaging, and early-phase clinical trials are ongoing. In this review, we summarize the current literature on targets that have been successfully imaged in preclinical models using molecularly targeted ultrasound contrast agents. Based on preclinical experience, we discuss the potential clinical utility of targeted microbubbles.
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- 2012
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47. 13C high-resolution-magic angle spinning MRS reveals differences in glucose metabolism between two breast cancer xenograft models with different gene expression patterns.
- Author
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Grinde MT, Moestue SA, Borgan E, Risa Ø, Engebraaten O, and Gribbestad IS
- Subjects
- Alanine metabolism, Animals, Breast Neoplasms pathology, Carbon Isotopes, Female, Glycolysis, Humans, Lactic Acid metabolism, Mice, Models, Biological, Principal Component Analysis, Breast Neoplasms genetics, Breast Neoplasms metabolism, Gene Expression Regulation, Neoplastic, Glucose metabolism, Magnetic Resonance Spectroscopy methods, Xenograft Model Antitumor Assays
- Abstract
Tumor cells have increased glycolytic activity, and glucose is mainly used to form lactate and alanine, even when high concentrations of oxygen are present (Warburg effect). The purpose of the present study was to investigate glucose metabolism in two xenograft models representing basal-like and luminal-like breast cancer using (13) C high-resolution-magic angle spinning (HR-MAS) MRS and gene expression analysis. Tumor tissue was collected from two groups for each model: untreated mice (n=19) and a group of mice (n=16) that received an injection of [1-(13) C]-glucose 10 or 15 min before harvesting the tissue. (13) C HR-MAS MRS was performed on the tumor samples and differences in the glucose/alanine (Glc/Ala), glucose/lactate (Glc/Lac) and alanine/lactate (Ala/Lac) ratios between the models were studied. The expression of glycolytic genes was studied using tumor tissue from the same models. In the natural abundance MR spectra, a significantly lower Glc/Ala and Glc/Lac ratio (p<0.001) was observed in the luminal-like model compared with the basal-like model. In the labeled samples, the predominant glucose metabolites were lactate and alanine. Significantly lower Glc/Ala and Glc/Lac ratios were observed in the luminal-like model (p<0.05). Most genes contributing to glycolysis were expressed at higher levels in the luminal-like model (fdr<0.001). The lower Glc/Ala and Glc/Lac ratios and higher glycolytic gene expression observed in the luminal-like model indicates that the transformation of glucose to lactate and alanine occurred faster in this model than in the basal-like model, which has a growth rate several times faster than that of the luminal-like model. The results from the present study suggest that the tumor growth rate is not necessarily a determinant of glycolytic activity., (Copyright © 2011 John Wiley & Sons, Ltd.)
- Published
- 2011
- Full Text
- View/download PDF
48. MRS and MRSI guidance in molecular medicine: targeting and monitoring of choline and glucose metabolism in cancer.
- Author
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Glunde K, Jiang L, Moestue SA, and Gribbestad IS
- Subjects
- Animals, Choline chemistry, Humans, Choline metabolism, Glucose metabolism, Magnetic Resonance Imaging, Magnetic Resonance Spectroscopy, Molecular Targeted Therapy methods, Neoplasms metabolism
- Abstract
MRS and MRSI are valuable tools for the detection of metabolic changes in tumors. The currently emerging era of molecular medicine, which is shaped by molecularly targeted anticancer therapies combined with molecular imaging of the effects of such therapies, requires powerful imaging technologies that are able to detect molecular information. MRS and MRSI are such technologies that are able to detect metabolites arising from glucose and choline metabolism in noninvasive in vivo settings and at higher resolution in tissue samples. The roles played by MRS and MRSI in the diagnosis of different types of cancer, as well as in the early monitoring of the tumor response to traditional chemotherapies, are reviewed. The emerging roles of MRS and MRSI in the development and detection of novel targeted anticancer therapies that target oncogenic signaling pathways or markers in choline or glucose metabolism are discussed., (Copyright © 2011 John Wiley & Sons, Ltd.)
- Published
- 2011
- Full Text
- View/download PDF
49. Metabolic effects of signal transduction inhibition in cancer assessed by magnetic resonance spectroscopy.
- Author
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Moestue SA, Engebraaten O, and Gribbestad IS
- Subjects
- Biomarkers, Tumor metabolism, Drug Discovery, Humans, Neoplasms diagnostic imaging, Neoplasms enzymology, Radionuclide Imaging, Magnetic Resonance Spectroscopy methods, Neoplasms metabolism, Signal Transduction
- Abstract
Despite huge efforts in development of drugs targeting oncogenic signalling, the number of such drugs entering clinical practice to date remains limited. Rational use of biomarkers for drug candidate selection and early monitoring of response to therapy may accelerate this process. Magnetic resonance spectroscopy (MRS) can be used to assess metabolic effects of drug treatment both in vivo and in vitro, and technological advances are continuously increasing the utility of this non-invasive method. In this review, we summarise the use of MRS for monitoring the effect of targeted anticancer drugs, and discuss the potential role of MRS in the context of personalised cancer treatment., (Copyright © 2011 Federation of European Biochemical Societies. Published by Elsevier B.V. All rights reserved.)
- Published
- 2011
- Full Text
- View/download PDF
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