207 results on '"Koutcher JA"'
Search Results
2. Abstract P6-01-01: Metastatic and non-metastatic isogenic breast cancer cells lines show different metabolic signatures in response to intermittent hypoxia and transient glutamine/glucose deprivation
- Author
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Simoes, RV, primary, Ackerstaff, E, additional, Serganova, I, additional, Kruchevsky, N, additional, Sukenick, G, additional, Blasberg, R, additional, and Koutcher, JA, additional
- Published
- 2012
- Full Text
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3. Prostate cancer: identification with combined diffusion-weighted MR imaging and 3D 1H MR spectroscopic imaging--correlation with pathologic findings.
- Author
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Mazaheri Y, Shukla-Dave A, Hricak H, Fine SW, Zhang J, Inurrigarro G, Moskowitz CS, Ishill NM, Reuter VE, Touijer K, Zakian KL, and Koutcher JA
- Published
- 2008
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4. Preliminary assessment of magnetic resonance spectroscopic imaging in predicting treatment outcome in patients with prostate cancer at high risk for relapse.
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Pucar D, Koutcher JA, Shah A, Dyke JP, Schwartz L, Thaler H, Kurhanewicz J, Scardino PT, Kelly WK, Hricak H, and Zakian KL
- Published
- 2004
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5. Medicare Coverage in Nursing Homes
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Koutcher Ja
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Relaxometry ,Electron nuclear double resonance ,Nuclear magnetic resonance ,Solid-state nuclear magnetic resonance ,business.industry ,Spin echo ,Medicine ,General Medicine ,business ,Ferromagnetic resonance ,Nuclear magnetic resonance decoupling - Published
- 1981
6. Intraoperative conformal optimization for transperineal prostate implantation using magnetic resonance spectroscopic imaging.
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Zelefsky MJ, Cohen G, Zakian KL, Dyke J, Koutcher JA, Hricak H, Schwartz L, and Zaider M
- Abstract
PURPOSE: Recent studies have demonstrated that magnetic resonance spectroscopic imaging (MRSI) of the prostate may effectively distinguish between regions of cancer and normal prostatic epithelium. This diagnostic imaging tool takes advantage of the increased choline and creatine versus citrate ratio found in malignant, compared with normal, prostate tissue. The purpose of this report is to present our initial experience integrating MRSI data into an intraoperative computer-based optimization planning system for prostate cancer patients who underwent permanent interstitial I 125 implantation. The goal of this approach was to achieve dose escalation to intraprostatic tumor deposits on the basis of MRSI findings without exceeding the tolerance of adjacent normal tissue structures. MATERIALS AND METHODS: MRSI was obtained before surgery for four consecutive patients with clinically localized prostate cancer. The ratios of choline and citrate for the prostate were analyzed, and regions in which malignant cells were suspected to be present were identified. These ratios were calculated on a spatial grid overlying the axial MRSI of the prostate. MRSI coordinates containing these suspicious regions were registered to the intraoperative ultrasound images. A computer-based treatment planning system, which relied on a genetic algorithm, was used to determine the optimal seed distribution necessary to achieve maximal target volume coverage with the prescription dose and to maintain urethra and rectal doses within tolerance ranges. The treatment planning system was specifically designed to escalate the dose to MRS-positive voxels while at the same time achieving preferential sparing of surrounding normal tissues. Patients underwent transperineal interstitial implantation with I 125 by use of this intraoperatively generated plan. Postimplant computed tomographic scans were performed on the same day of the procedure in all cases, and dosimetric guidelines of the American Brachytherapy Society were used to assess implant quality. RESULTS: Based on the postimplant computed tomographic evaluation, the intraoperative optimization treatment planning program was able to achieve a minimum dose of 139% to 192% of the 144-Gy prescription dose to the MRS-positive voxels. The percentage of the prostate volume receiving 100% of the prescription dose ranged from 92% to 97%, and the dose delivered to 90% of the target for the target volume ranged from 96% to 124%. Despite the dose escalation achieved for the positive voxels, the urethral and rectal doses were maintained within tolerance ranges. The average and maximal rectal doses ranged from 28% to 43% and 69% to 115% of the prescription dose, respectively. The average and maximal urethral doses ranged from 66% to 144% and 118% to 166% of the prescription dose, respectively. CONCLUSIONS: Using this brachytherapy optimization system, we could demonstrate the feasibility of MRS-optimized dose distributions for I 125 permanent prostate implants. This approach may have an impact on the ability to select regions within the prostate to safely employ dose escalation for patients treated with permanent interstitial implantation and to improve outcome for patients with organ-confined prostatic cancers. [ABSTRACT FROM AUTHOR]
- Published
- 2000
7. Tumor metabolism and perfusion in head and neck squamous cell carcinoma: pretreatment multimodality imaging with 1H magnetic resonance spectroscopy, dynamic contrast-enhanced MRI, and [18F]FDG-PET.
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Jansen JF, Schöder H, Lee NY, Stambuk HE, Wang Y, Fury MG, Patel SG, Pfister DG, Shah JP, Koutcher JA, Shukla-Dave A, Jansen, Jacobus F A, Schöder, Heiko, Lee, Nancy Y, Stambuk, Hilda E, Wang, Ya, Fury, Matthew G, Patel, Snehal G, Pfister, David G, and Shah, Jatin P
- Abstract
Purpose: To correlate proton magnetic resonance spectroscopy ((1)H-MRS), dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI), and (18)F-labeled fluorodeoxyglucose positron emission tomography ([(18)F]FDG PET) of nodal metastases in patients with head and neck squamous cell carcinoma (HNSCC) for assessment of tumor biology. Additionally, pretreatment multimodality imaging was evaluated for its efficacy in predicting short-term response to treatment.Methods and Materials: Metastatic neck nodes were imaged with (1)H-MRS, DCE-MRI, and [(18)F]FDG PET in 16 patients with newly diagnosed HNSCC, before treatment. Short-term patient radiological response was evaluated at 3 to 4 months. Correlations among (1)H-MRS (choline concentration relative to water [Cho/W]), DCE-MRI (volume transfer constant [K(trans)]; volume fraction of the extravascular extracellular space [v(e)]; and redistribution rate constant [k(ep)]), and [(18)F]FDG PET (standard uptake value [SUV] and total lesion glycolysis [TLG]) were calculated using nonparametric Spearman rank correlation. To predict short-term responses, logistic regression analysis was performed.Results: A significant positive correlation was found between Cho/W and TLG (ρ = 0.599; p = 0.031). Cho/W correlated negatively with heterogeneity measures of standard deviation std(v(e)) (ρ = -0.691; p = 0.004) and std(k(ep)) (ρ = -0.704; p = 0.003). Maximum SUV (SUVmax) values correlated strongly with MRI tumor volume (ρ = 0.643; p = 0.007). Logistic regression indicated that std(K(trans)) and SUVmean were significant predictors of short-term response (p < 0.07).Conclusion: Pretreatment multimodality imaging using (1)H-MRS, DCE-MRI, and [(18)F]FDG PET is feasible in HNSCC patients with nodal metastases. Additionally, combined DCE-MRI and [(18)F]FDG PET parameters were predictive of short-term response to treatment. [ABSTRACT FROM AUTHOR]- Published
- 2012
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8. Noninvasive assessment of tumor microenvironment using dynamic contrast-enhanced magnetic resonance imaging and 18F-fluoromisonidazole positron emission tomography imaging in neck nodal metastases.
- Author
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Jansen JF, Schöder H, Lee NY, Wang Y, Pfister DG, Fury MG, Stambuk HE, Humm JL, Koutcher JA, Shukla-Dave A, Jansen, Jacobus F A, Schöder, Heiko, Lee, Nancy Y, Wang, Ya, Pfister, David G, Fury, Matthew G, Stambuk, Hilda E, Humm, John L, Koutcher, Jason A, and Shukla-Dave, Amita
- Abstract
Purpose: To assess noninvasively the tumor microenvironment of neck nodal metastases in patients with head-and-neck cancer by investigating the relationship between tumor perfusion measured using dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) and hypoxia measured by (18)F-fluoromisonidazole ((18)F-FMISO) positron emission tomography (PET).Methods and Materials: Thirteen newly diagnosed head-and-neck cancer patients with metastatic neck nodes underwent DCE-MRI and (18)F-FMISO PET imaging before chemotherapy and radiotherapy. The matched regions of interests from both modalities were analyzed. To examine the correlations between DCE-MRI parameters and standard uptake value (SUV) measurements from (18)F-FMISO PET, the nonparametric Spearman correlation coefficient was calculated. Furthermore, DCE-MRI parameters were compared between nodes with (18)F-FMISO uptake and nodes with no (18)F-FMISO uptake using Mann-Whitney U tests.Results: For the 13 patients, a total of 18 nodes were analyzed. The nodal size strongly correlated with the (18)F-FMISO SUV (rho = 0.74, p < 0.001). There was a strong negative correlation between the median k(ep) (redistribution rate constant) value (rho = -0.58, p = 0.042) and the (18)F-FMISO SUV. Hypoxic nodes (moderate to severe (18)F-FMISO uptake) had significantly lower median K(trans) (volume transfer constant) (p = 0.049) and median k(ep) (p = 0.027) values than did nonhypoxic nodes (no (18)F-FMISO uptake).Conclusion: This initial evaluation of the preliminary results support the hypothesis that in metastatic neck lymph nodes, hypoxic nodes are poorly perfused (i.e., have significantly lower K(trans) and k(ep) values) compared with nonhypoxic nodes. [ABSTRACT FROM AUTHOR]- Published
- 2010
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9. DNA and protein changes caused by disease in human breast tissues probed by the Kubelka-Munk spectral functional
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Yuanlong, Yang, Edward J, Celmer, Jason A, Koutcher, R R, Alfano, Yang, Y, Celmer, Ej, Koutcher, Ja, and Alfano, Roberto
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Carcinoma, Ductal, Breast ,Proteins ,Breast Neoplasms ,DNA ,DNA, Neoplasm ,Adenocarcinoma, Mucinous ,Neoplasm Proteins ,Breast Diseases ,Carcinoma, Lobular ,Adipose Tissue ,Fibroadenoma ,Spectrophotometry ,Humans ,Female - Abstract
Malignant, fibroadenoma, normal and adipose breast tissues were studied using diffuse reflectance spectroscopy. The absorption spectra of the breast tissues were extracted from the diffuse reflectance spectra using the Kubelka-Munk function (K-M function). The spectral features of the K-M function were identified and compared with those of the absorption spectra. The spectral features of the K-M function were assigned to DNA, protein, beta-carotene and hemoglobin (oxygenated and deoxygenated) molecules in the breast tissue. The amplitudes of the K-M function averaged from 275 to 285 nm and from 255 to 265 nm and were found to be different for malignant, fibroadenoma and normal tissues. These differences were attributed to changes in proteins and DNA. A set of critical parameters was determined for separating malignant tissues from fibroadenoma and normal tissues. This approach should hold for other tissue types such as cervix, uterus and colon.
- Published
- 2002
10. Insulin feedback is a targetable resistance mechanism of PI3K inhibition in glioblastoma.
- Author
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Noch EK, Palma LN, Yim I, Bullen N, Qiu Y, Ravichandran H, Kim J, Rendeiro A, Davis MB, Elemento O, Pisapia DJ, Zhai K, LeKaye HC, Koutcher JA, Wen PY, Ligon KL, and Cantley LC
- Subjects
- Humans, Animals, Mice, Phosphatidylinositol 3-Kinase pharmacology, Phosphatidylinositol 3-Kinase therapeutic use, Phosphatidylinositol 3-Kinases, Insulin pharmacology, Insulin therapeutic use, Feedback, Retrospective Studies, Cell Proliferation, Hypoglycemic Agents pharmacology, Hypoglycemic Agents therapeutic use, Cell Line, Tumor, Tumor Microenvironment, Glioblastoma drug therapy, Glioblastoma pathology, Brain Neoplasms drug therapy, Brain Neoplasms pathology, Hyperglycemia drug therapy, Metformin pharmacology, Metformin therapeutic use
- Abstract
Background: Insulin feedback is a critical mechanism responsible for the poor clinical efficacy of phosphatidylinositol 3-kinase (PI3K) inhibition in cancer, and hyperglycemia is an independent factor associated with poor prognosis in glioblastoma (GBM). We investigated combination anti-hyperglycemic therapy in a mouse model of GBM and evaluated the association of glycemic control in clinical trial data from patients with GBM., Methods: The effect of the anti-hyperglycemic regimens, metformin and the ketogenic diet, was evaluated in combination with PI3K inhibition in patient-derived GBM cells and in an orthotopic GBM mouse model. Insulin feedback and the immune microenvironment were retrospectively evaluated in blood and tumor tissue from a Phase 2 clinical trial of buparlisib in patients with recurrent GBM., Results: We found that PI3K inhibition induces hyperglycemia and hyperinsulinemia in mice and that combining metformin with PI3K inhibition improves the treatment efficacy in an orthotopic GBM xenograft model. Through examination of clinical trial data, we found that hyperglycemia was an independent factor associated with poor progression-free survival in patients with GBM. We also found that PI3K inhibition increased insulin receptor activation and T-cell and microglia abundance in tumor tissue from these patients., Conclusion: Reducing insulin feedback improves the efficacy of PI3K inhibition in GBM in mice, and hyperglycemia worsens progression-free survival in patients with GBM treated with PI3K inhibition. These findings indicate that hyperglycemia is a critical resistance mechanism associated with PI3K inhibition in GBM and that anti-hyperglycemic therapy may enhance PI3K inhibitor efficacy in GBM patients., (Published by Oxford University Press on behalf of the Society for Neuro-Oncology 2023.)
- Published
- 2023
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11. Multimodal imaging of metabolic activities for distinguishing subtypes of breast cancer.
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Li Z, Nguyen C, Jang H, Hoang D, Min S, Ackerstaff E, Koutcher JA, and Shi L
- Abstract
Triple negative breast cancer (TNBC) is a highly aggressive form of cancer. Detecting TNBC early is crucial for improving disease prognosis and optimizing treatment. Unfortunately, conventional imaging techniques fall short in providing a comprehensive differentiation of TNBC subtypes due to their limited sensitivity and inability to capture subcellular details. In this study, we present a multimodal imaging platform that integrates heavy water (D
2 O)-probed stimulated Raman scattering (DO-SRS), two-photon fluorescence (TPF), and second harmonic generation (SHG) imaging. This platform allows us to directly visualize and quantify the metabolic activities of TNBC subtypes at a subcellular level. By utilizing DO-SRS imaging, we were able to identify distinct levels of de novo lipogenesis, protein synthesis, cytochrome c metabolic heterogeneity, and lipid unsaturation rates in various TNBC subtype tissues. Simultaneously, TPF imaging provided spatial distribution mapping of NAD[P]H and flavin signals in TNBC tissues, revealing a high redox ratio and significant lipid turnover rate in TNBC BL2 (HCC1806) samples. Furthermore, SHG imaging enabled us to observe diverse orientations of collagen fibers in TNBC tissues, with higher anisotropy at the tissue boundary compared to the center. Our multimodal imaging platform offers a highly sensitive and subcellular approach to characterizing not only TNBC, but also other tissue subtypes and cancers., Competing Interests: The authors declare no conflicts of interest., (© 2023 Optica Publishing Group under the terms of the Optica Open Access Publishing Agreement.)- Published
- 2023
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12. CTLA-4 blockade drives loss of T reg stability in glycolysis-low tumours.
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Zappasodi R, Serganova I, Cohen IJ, Maeda M, Shindo M, Senbabaoglu Y, Watson MJ, Leftin A, Maniyar R, Verma S, Lubin M, Ko M, Mane MM, Zhong H, Liu C, Ghosh A, Abu-Akeel M, Ackerstaff E, Koutcher JA, Ho PC, Delgoffe GM, Blasberg R, Wolchok JD, and Merghoub T
- Subjects
- Animals, Breast Neoplasms immunology, Breast Neoplasms metabolism, Cell Line, Tumor, Female, Humans, Melanoma genetics, Melanoma immunology, Melanoma metabolism, Mice, Mice, Inbred BALB C, Mice, Inbred C57BL, CTLA-4 Antigen antagonists & inhibitors, Glycolysis, Neoplasms immunology, Neoplasms metabolism, T-Lymphocytes, Regulatory immunology
- Abstract
Limiting metabolic competition in the tumour microenvironment may increase the effectiveness of immunotherapy. Owing to its crucial role in the glucose metabolism of activated T cells, CD28 signalling has been proposed as a metabolic biosensor of T cells
1 . By contrast, the engagement of CTLA-4 has been shown to downregulate T cell glycolysis1 . Here we investigate the effect of CTLA-4 blockade on the metabolic fitness of intra-tumour T cells in relation to the glycolytic capacity of tumour cells. We found that CTLA-4 blockade promotes metabolic fitness and the infiltration of immune cells, especially in glycolysis-low tumours. Accordingly, treatment with anti-CTLA-4 antibodies improved the therapeutic outcomes of mice bearing glycolysis-defective tumours. Notably, tumour-specific CD8+ T cell responses correlated with phenotypic and functional destabilization of tumour-infiltrating regulatory T (Treg ) cells towards IFNγ- and TNF-producing cells in glycolysis-defective tumours. By mimicking the highly and poorly glycolytic tumour microenvironments in vitro, we show that the effect of CTLA-4 blockade on the destabilization of Treg cells is dependent on Treg cell glycolysis and CD28 signalling. These findings indicate that decreasing tumour competition for glucose may facilitate the therapeutic activity of CTLA-4 blockade, thus supporting its combination with inhibitors of tumour glycolysis. Moreover, these results reveal a mechanism by which anti-CTLA-4 treatment interferes with Treg cell function in the presence of glucose.- Published
- 2021
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13. Lactate Dehydrogenase A Depletion Alters MyC-CaP Tumor Metabolism, Microenvironment, and CAR T Cell Therapy.
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Mane MM, Cohen IJ, Ackerstaff E, Shalaby K, Ijoma JN, Ko M, Maeda M, Albeg AS, Vemuri K, Satagopan J, Moroz A, Zurita J, Shenker L, Shindo M, Nickles T, Nikolov E, Moroz MA, Koutcher JA, Serganova I, Ponomarev V, and Blasberg RG
- Abstract
To enhance human prostate-specific membrane antigen (hPSMA)-specific chimeric antigen receptor (CAR) T cell therapy in a hPSMA
+ MyC-CaP tumor model, we studied and imaged the effect of lactate dehydrogenase A (LDH-A) depletion on the tumor microenvironment (TME) and tumor progression. Effective LDH-A short hairpin RNA (shRNA) knockdown (KD) was achieved in MyC-CaP:hPSMA+ Renilla luciferase (RLuc)-internal ribosome entry site (IRES)-GFP tumor cells, and changes in tumor cell metabolism and in the TME were monitored. LDH-A downregulation significantly inhibited cell proliferation and subcutaneous tumor growth compared to control cells and tumors. However, total tumor lactate concentration did not differ significantly between LDH-A knockdown and control tumors, reflecting the lower vascularity, blood flow, and clearance of lactate from LDH-A knockdown tumors. Comparing treatment responses of MyC-CaP tumors with LDH-A depletion and/or anti-hPSMA CAR T cells showed that the dominant effect on tumor growth was LDH-A depletion. With anti-hPSMA CAR T cell treatment, tumor growth was significantly slower when combined with tumor LDH-A depletion and compared to control tumor growth (p < 0.0001). The lack of a complete tumor response in our animal model can be explained in part by (1) the lower activity of human CAR T cells against hPSMA-expressing murine tumors in a murine host, and (2) a loss of hPSMA antigen from the tumor cell surface in progressive generations of tumor cells., (© 2020 The Authors.)- Published
- 2020
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14. Distinguishing metastatic triple-negative breast cancer from nonmetastatic breast cancer using second harmonic generation imaging and resonance Raman spectroscopy.
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Bendau E, Smith J, Zhang L, Ackerstaff E, Kruchevsky N, Wu B, Koutcher JA, Alfano R, and Shi L
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- Breast, Female, Humans, Mammography, Spectrum Analysis, Raman, Breast Neoplasms diagnostic imaging, Second Harmonic Generation Microscopy, Triple Negative Breast Neoplasms diagnostic imaging
- Abstract
Triple-negative breast cancer (TNBC) is an aggressive subset of breast cancer that is more common in African-American and Hispanic women. Early detection followed by intensive treatment is critical to improving poor survival rates. The current standard to diagnose TNBC from histopathology of biopsy samples is invasive and time-consuming. Imaging methods such as mammography and magnetic resonance (MR) imaging, while covering the entire breast, lack the spatial resolution and specificity to capture the molecular features that identify TNBC. Two nonlinear optical modalities of second harmonic generation (SHG) imaging of collagen, and resonance Raman spectroscopy (RRS) potentially offer novel rapid, label-free detection of molecular and morphological features that characterize cancerous breast tissue at subcellular resolution. In this study, we first applied MR methods to measure the whole-tumor characteristics of metastatic TNBC (4T1) and nonmetastatic estrogen receptor positive breast cancer (67NR) models, including tumor lactate concentration and vascularity. Subsequently, we employed for the first time in vivo SHG imaging of collagen and ex vivo RRS of biomolecules to detect different microenvironmental features of these two tumor models. We achieved high sensitivity and accuracy for discrimination between these two cancer types by quantitative morphometric analysis and nonnegative matrix factorization along with support vector machine. Our study proposes a new method to combine SHG and RRS together as a promising novel photonic and optical method for early detection of TNBC., (© 2020 WILEY-VCH Verlag GmbH & Co. KGaA, Weinheim.)
- Published
- 2020
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15. Single-dose radiotherapy disables tumor cell homologous recombination via ischemia/reperfusion injury.
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Bodo S, Campagne C, Thin TH, Higginson DS, Vargas HA, Hua G, Fuller JD, Ackerstaff E, Russell J, Zhang Z, Klingler S, Cho H, Kaag MG, Mazaheri Y, Rimner A, Manova-Todorova K, Epel B, Zatcky J, Cleary CR, Rao SS, Yamada Y, Zelefsky MJ, Halpern HJ, Koutcher JA, Cordon-Cardo C, Greco C, Haimovitz-Friedman A, Sala E, Powell SN, Kolesnick R, and Fuks Z
- Subjects
- Animals, Cell Line, Tumor, Chromatin genetics, Chromatin metabolism, Humans, Mice, Neoplasm Proteins genetics, Neoplasm Proteins metabolism, Small Ubiquitin-Related Modifier Proteins genetics, Small Ubiquitin-Related Modifier Proteins metabolism, Ubiquitins genetics, Ubiquitins metabolism, Homologous Recombination, Neoplasms genetics, Neoplasms metabolism, Neoplasms pathology, Neoplasms radiotherapy, Reperfusion Injury, Signal Transduction genetics, Signal Transduction radiation effects
- Abstract
Tumor cure with conventional fractionated radiotherapy is 65%, dependent on tumor cell-autonomous gradual buildup of DNA double-strand break (DSB) misrepair. Here we report that single-dose radiotherapy (SDRT), a disruptive technique that ablates more than 90% of human cancers, operates a distinct dual-target mechanism, linking acid sphingomyelinase-mediated (ASMase-mediated) microvascular perfusion defects to DNA unrepair in tumor cells to confer tumor cell lethality. ASMase-mediated microcirculatory vasoconstriction after SDRT conferred an ischemic stress response within parenchymal tumor cells, with ROS triggering the evolutionarily conserved SUMO stress response, specifically depleting chromatin-associated free SUMO3. Whereas SUMO3, but not SUMO2, was indispensable for homology-directed repair (HDR) of DSBs, HDR loss of function after SDRT yielded DSB unrepair, chromosomal aberrations, and tumor clonogen demise. Vasoconstriction blockade with the endothelin-1 inhibitor BQ-123, or ROS scavenging after SDRT using peroxiredoxin-6 overexpression or the SOD mimetic tempol, prevented chromatin SUMO3 depletion, HDR loss of function, and SDRT tumor ablation. We also provide evidence of mouse-to-human translation of this biology in a randomized clinical trial, showing that 24 Gy SDRT, but not 3×9 Gy fractionation, coupled early tumor ischemia/reperfusion to human cancer ablation. The SDRT biology provides opportunities for mechanism-based selective tumor radiosensitization via accessing of SDRT/ASMase signaling, as current studies indicate that this pathway is tractable to pharmacologic intervention.
- Published
- 2019
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16. Imaging endogenous macrophage iron deposits reveals a metabolic biomarker of polarized tumor macrophage infiltration and response to CSF1R breast cancer immunotherapy.
- Author
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Leftin A, Ben-Chetrit N, Joyce JA, and Koutcher JA
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- Animals, Antineoplastic Agents pharmacology, Breast Neoplasms therapy, Cell Differentiation, Cell Movement, Cells, Cultured, Diagnostic Imaging, Female, Hemosiderin metabolism, Humans, Intracellular Space, Macrophages immunology, Mice, Mice, Inbred C57BL, Tumor Microenvironment, Antineoplastic Agents therapeutic use, Biomarkers, Pharmacological metabolism, Breast Neoplasms immunology, Immunotherapy methods, Iron metabolism, Macrophages metabolism, Receptors, Granulocyte-Macrophage Colony-Stimulating Factor antagonists & inhibitors
- Abstract
Iron deposits are a phenotypic trait of tumor-associated macrophages (TAMs). Histological iron imaging and contrast-agent free magnetic resonance imaging (MRI) can detect these deposits, but their presence in human cancer, and correlation with immunotherapeutic response is largely untested. Here, primarily using these iron imaging approaches, we evaluated the spatial distribution of polarized macrophage populations containing high endogenous levels of iron in preclinical murine models and human breast cancer, and used them as metabolic biomarkers to correlate TAM infiltration with response to immunotherapy in preclinical trials. Macrophage-targeted inhibition of the colony stimulating factor 1 receptor (CSF1R) by immunotherapy was confirmed to inhibit macrophage accumulation and slow mammary tumor growth in mouse models while also reducing hemosiderin iron-laden TAM accumulation as measured by both iron histology and in vivo iron MRI (FeMRI). Spatial profiling of TAM iron deposit infiltration defined regions of maximal accumulation and response to the CSF1R inhibitor, and revealed differences between microenvironments of human cancer according to levels of polarized macrophage iron accumulation in stromal margins. We therefore demonstrate that iron deposition serves as an endogenous metabolic imaging biomarker of TAM infiltration in breast cancer that has high translational potential for evaluation of immunotherapeutic response.
- Published
- 2019
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17. Quantification of Nanoparticle Enhancement in Polarized Breast Tumor Macrophage Deposits by Spatial Analysis of MRI and Histological Iron Contrast Using Computer Vision.
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Leftin A and Koutcher JA
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- Animals, Breast Neoplasms pathology, Humans, Image Processing, Computer-Assisted, Macrophages pathology, Mice, Spatial Analysis, Breast Neoplasms diagnostic imaging, Contrast Media chemistry, Iron analysis, Macrophages metabolism, Magnetic Resonance Imaging methods, Nanoparticles therapeutic use
- Abstract
Magnetic resonance imaging applications utilizing nanoparticle agents for polarized macrophage detection are conventionally analyzed according to iron-dependent parameters averaged over large regions of interest (ROI). However, contributions from macrophage iron deposits are usually obscured in these analyses due to their lower spatial frequency and smaller population size compared with the bulk of the tumor tissue. We hypothesized that, by addressing MRI and histological pixel contrast heterogeneity using computer vision image analysis approaches rather than statistical ROI distribution averages, we could enhance our ability to characterize deposits of polarized tumor-associated macrophages (TAMs). We tested this approach using in vivo iron MRI (FeMRI) and histological detection of macrophage iron in control and ultrasmall superparamagnetic iron oxide (USPIO) enhanced mouse models of breast cancer. Automated spatial profiling of the number and size of iron-containing macrophage deposits according to localized high-iron FeMRI or Prussian blue pixel clustering performed better than using distribution averages to evaluate the effects of contrast agent injections. This analysis was extended to characterize subpixel contributions to the localized FeMRI measurements with histology that confirmed the association of endogenous and nanoparticle-enhanced iron deposits with macrophages in vascular regions and further allowed us to define the polarization status of the macrophage iron deposits detected by MRI. These imaging studies demonstrate that characterization of TAMs in breast cancer models can be improved by focusing on spatial distributions of iron deposits rather than ROI averages and indicate that nanoparticle uptake is dependent on the polarization status of the macrophage populations. These findings have broad implications for nanoparticle-enhanced biomedical imaging especially in cancer.
- Published
- 2018
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18. LDH-A regulates the tumor microenvironment via HIF-signaling and modulates the immune response.
- Author
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Serganova I, Cohen IJ, Vemuri K, Shindo M, Maeda M, Mane M, Moroz E, Khanin R, Satagopan J, Koutcher JA, and Blasberg R
- Subjects
- Animals, Breast Neoplasms metabolism, Breast Neoplasms pathology, Cell Line, Tumor, Female, Gene Knockdown Techniques, Humans, Isoenzymes antagonists & inhibitors, Isoenzymes genetics, Isoenzymes metabolism, L-Lactate Dehydrogenase antagonists & inhibitors, L-Lactate Dehydrogenase genetics, Lactate Dehydrogenase 5, Lactic Acid metabolism, Mammary Neoplasms, Experimental pathology, Mice, Mice, Inbred BALB C, Mice, Nude, Neoplasm Metastasis immunology, Neoplasm Metastasis pathology, Neovascularization, Pathologic, Signal Transduction, Hypoxia-Inducible Factor 1, alpha Subunit metabolism, L-Lactate Dehydrogenase metabolism, Mammary Neoplasms, Experimental immunology, Mammary Neoplasms, Experimental metabolism, Tumor Microenvironment immunology, Tumor Microenvironment physiology
- Abstract
Previous studies show that LDH-A knockdown reduces orthotopic 4T1 breast tumor lactate and delays tumor growth and the development of metastases in nude mice. Here, we report significant changes in the tumor microenvironment (TME) and a more robust anti-tumor response in immune competent BALB/c mice. 4T1 murine breast cancer cells were transfected with shRNA plasmids directed against LDH-A (KD) or a scrambled control plasmid (NC). Cells were also transduced with dual luciferase-based reporter systems to monitor HIF-1 activity and the development of metastases by bioluminescence imaging, using HRE-sensitive and constitutive promoters, respectively. The growth and metastatic profile of orthotopic 4T1 tumors developed from these cell lines were compared and a primary tumor resection model was studied to simulate the clinical management of breast cancer. Primary tumor growth, metastasis formation and TME phenotype were significantly different in LDH-A KD tumors compared with controls. In LDH-A KD cells, HIF-1 activity, hexokinase 1 and 2 expression and VEGF secretion were reduced. Differences in the TME included lower HIF-1α expression that correlated with lower vascularity and pimonidazole staining, higher infiltration of CD3+ and CD4+ T cells and less infiltration of TAMs. These changes resulted in a greater delay in metastases formation and 40% long-term survivors (>20 weeks) in the LDH-A KD cohort following surgical resection of the primary tumor. We show for the first time that LDH-depletion inhibits the formation of metastases and prolongs survival of mice through changes in tumor microenvironment that modulate the immune response. We attribute these effects to diminished HIF-1 activity, vascularization, necrosis formation and immune suppression in immune competent animals. Gene-expression analyses from four human breast cancer datasets are consistent with these results, and further demonstrate the link between glycolysis and immune suppression in breast cancer., Competing Interests: The authors have declared that no competing interests exist.
- Published
- 2018
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19. Automation of pattern recognition analysis of dynamic contrast-enhanced MRI data to characterize intratumoral vascular heterogeneity.
- Author
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Han S, Stoyanova R, Lee H, Carlin SD, Koutcher JA, Cho H, and Ackerstaff E
- Subjects
- Algorithms, Contrast Media chemistry, Contrast Media pharmacokinetics, Humans, Neoplasms blood supply, Principal Component Analysis, Image Interpretation, Computer-Assisted methods, Magnetic Resonance Imaging methods, Neoplasms diagnostic imaging, Neovascularization, Pathologic diagnostic imaging, Pattern Recognition, Automated methods
- Abstract
Purpose: To automate dynamic contrast-enhanced MRI (DCE-MRI) data analysis by unsupervised pattern recognition (PR) to enable spatial mapping of intratumoral vascular heterogeneity., Methods: Three steps were automated. First, the arrival time of the contrast agent at the tumor was determined, including a calculation of the precontrast signal. Second, four criteria-based algorithms for the slice-specific selection of number of patterns (NP) were validated using 109 tumor slices from subcutaneous flank tumors of five different tumor models. The criteria were: half area under the curve, standard deviation thresholding, percent signal enhancement, and signal-to-noise ratio (SNR). The performance of these criteria was assessed by comparing the calculated NP with the visually determined NP. Third, spatial assignment of single patterns and/or pattern mixtures was obtained by way of constrained nonnegative matrix factorization., Results: The determination of the contrast agent arrival time at the tumor slice was successfully automated. For the determination of NP, the SNR-based approach outperformed other selection criteria by agreeing >97% with visual assessment. The spatial localization of single patterns and pattern mixtures, the latter inferring tumor vascular heterogeneity at subpixel spatial resolution, was established successfully by automated assignment from DCE-MRI signal-versus-time curves., Conclusion: The PR-based DCE-MRI analysis was successfully automated to spatially map intratumoral vascular heterogeneity. Magn Reson Med 79:1736-1744, 2018. © 2017 International Society for Magnetic Resonance in Medicine., (© 2017 International Society for Magnetic Resonance in Medicine.)
- Published
- 2018
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20. Iron deposition is associated with differential macrophage infiltration and therapeutic response to iron chelation in prostate cancer.
- Author
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Leftin A, Zhao H, Turkekul M, de Stanchina E, Manova K, and Koutcher JA
- Subjects
- Animals, Antigens, CD metabolism, Antigens, Differentiation, Myelomonocytic metabolism, Biomarkers, Disease Models, Animal, Humans, Iron Chelating Agents therapeutic use, Macrophages pathology, Magnetic Resonance Imaging, Male, Mice, Prostatic Neoplasms diagnostic imaging, Prostatic Neoplasms drug therapy, Tumor Microenvironment drug effects, Xenograft Model Antitumor Assays, Iron metabolism, Iron Chelating Agents pharmacology, Macrophages drug effects, Macrophages metabolism, Prostatic Neoplasms metabolism, Prostatic Neoplasms pathology
- Abstract
Immune cells such as macrophages are drivers and biomarkers of most cancers. Scoring macrophage infiltration in tumor tissue provides a prognostic assessment that is correlated with disease outcome and therapeutic response, but generally requires invasive biopsy. Routine detection of hemosiderin iron aggregates in macrophages in other settings histologically and in vivo by MRI suggests that similar assessments in cancer can bridge a gap in our ability to assess tumor macrophage infiltration. Quantitative histological and in vivo MRI assessments of non-heme cellular iron revealed that preclinical prostate tumor models could be differentiated according to hemosiderin iron accumulation-both in tumors and systemically. Monitoring cellular iron levels during "off-label" administration of the FDA-approved iron chelator deferiprone evidenced significant reductions in tumor size without extensive perturbation to these iron deposits. Spatial profiling of the iron-laden infiltrates further demonstrated that higher numbers of infiltrating macrophage iron deposits was associated with lower anti-tumor chelation therapy response. Imaging macrophages according to their innate iron status provides a new phenotypic window into the immune tumor landscape and reveals a prognostic biomarker associated with macrophage infiltration and therapeutic outcome.
- Published
- 2017
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21. Iron imaging reveals tumor and metastasis macrophage hemosiderin deposits in breast cancer.
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Leftin A, Ben-Chetrit N, Klemm F, Joyce JA, and Koutcher JA
- Subjects
- Animals, Cytoplasmic Granules metabolism, Cytoplasmic Granules pathology, Female, Macrophages pathology, Magnetic Resonance Imaging, Mammary Neoplasms, Experimental pathology, Mice, Neoplasm Metastasis, Hemosiderin metabolism, Iron metabolism, Macrophages metabolism, Mammary Neoplasms, Experimental diagnostic imaging
- Abstract
Iron-deposition is a metabolic biomarker of macrophages in both normal and pathological situations, but the presence of iron in tumor and metastasis-associated macrophages is not known. Here we mapped and quantified hemosiderin-laden macrophage (HLM) deposits in murine models of metastatic breast cancer using iron and macrophage histology, and in vivo MRI. Iron MRI detected high-iron pixel clusters in mammary tumors, lung metastasis, and brain metastasis as well as liver and spleen tissue known to contain the HLMs. Iron histology showed these regions to contain clustered macrophages identified by their common iron status and tissue-intrinsic association with other phenotypic macrophage markers. The in vivo MRI and ex vivo histological images were further processed to determine the frequencies and sizes of the iron deposits, and measure the number of HLMs in each deposit to estimate the in vivo MRI sensitivity for these cells. Hemosiderin accumulation is a macrophage biomarker and intrinsic contrast source for cellular MRI associated with the innate function of macrophages in iron metabolism systemically, and in metastatic cancer.
- Published
- 2017
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22. Inhibition of prostate cancer proliferation by Deferiprone.
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Simões RV, Veeraperumal S, Serganova IS, Kruchevsky N, Varshavsky J, Blasberg RG, Ackerstaff E, and Koutcher JA
- Subjects
- Aconitate Hydratase metabolism, Cell Line, Tumor, Cell Movement drug effects, Cell Proliferation drug effects, Deferiprone, Humans, Male, Mitochondria drug effects, Mitochondria metabolism, Oxygen Consumption drug effects, Prostatic Neoplasms metabolism, Time Factors, Prostatic Neoplasms pathology, Pyridones pharmacology
- Abstract
Cancer growth and proliferation rely on intracellular iron availability. We studied the effects of Deferiprone (DFP), a chelator of intracellular iron, on three prostate cancer cell lines: murine, metastatic TRAMP-C2; murine, non-metastatic Myc-CaP; and human, non-metastatic 22rv1. The effects of DFP were evaluated at different cellular levels: cell culture proliferation and migration; metabolism of live cells (time-course multi-nuclear magnetic resonance spectroscopy cell perfusion studies, with 1-
13 C-glucose, and extracellular flux analysis); and expression (Western blot) and activity of mitochondrial aconitase, an iron-dependent enzyme. The 50% and 90% inhibitory concentrations (IC50 and IC90 , respectively) of DFP for the three cell lines after 48 h of incubation were within the ranges 51-67 μM and 81-186 μM, respectively. Exposure to 100 μM DFP led to: (i) significant inhibition of cell migration after different exposure times, ranging from 12 h (TRAMP-C2) to 48 h (22rv1), in agreement with the respective cell doubling times; (ii) significantly decreased glucose consumption and glucose-driven tricarboxylic acid cycle activity in metastatic TRAMP-C2 cells, during the first 10 h of exposure, and impaired cellular bioenergetics and membrane phospholipid turnover after 23 h of exposure, consistent with a cytostatic effect of DFP. At this time point, all cell lines studied showed: (iii) significant decreases in mitochondrial functional parameters associated with the oxygen consumption rate, and (iv) significantly lower mitochondrial aconitase expression and activity. Our results indicate the potential of DFP to inhibit prostate cancer proliferation at clinically relevant doses and plasma concentrations., (Copyright © 2017 John Wiley & Sons, Ltd.)- Published
- 2017
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23. The SWI/SNF Protein PBRM1 Restrains VHL-Loss-Driven Clear Cell Renal Cell Carcinoma.
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Nargund AM, Pham CG, Dong Y, Wang PI, Osmangeyoglu HU, Xie Y, Aras O, Han S, Oyama T, Takeda S, Ray CE, Dong Z, Berge M, Hakimi AA, Monette S, Lekaye CL, Koutcher JA, Leslie CS, Creighton CJ, Weinhold N, Lee W, Tickoo SK, Wang Z, Cheng EH, and Hsieh JJ
- Subjects
- Animals, Carcinoma, Renal Cell genetics, Carcinoma, Renal Cell pathology, DNA-Binding Proteins, Down-Regulation genetics, Gene Deletion, Gene Expression Profiling, Gene Expression Regulation, Neoplastic, HMGB Proteins deficiency, Humans, Hydronephrosis genetics, Hydronephrosis pathology, Hypoxia-Inducible Factor 1, alpha Subunit metabolism, Integrases metabolism, Kidney metabolism, Kidney pathology, Kidney Neoplasms genetics, Kidney Neoplasms pathology, Mechanistic Target of Rapamycin Complex 1 metabolism, Mice, Oxidative Phosphorylation, STAT3 Transcription Factor metabolism, Signal Transduction, Transcription, Genetic, Carcinoma, Renal Cell metabolism, HMGB Proteins metabolism, Kidney Neoplasms metabolism, Nuclear Proteins metabolism, Transcription Factors metabolism, Von Hippel-Lindau Tumor Suppressor Protein metabolism
- Abstract
PBRM1 is the second most commonly mutated gene after VHL in clear cell renal cell carcinoma (ccRCC). However, the biological consequences of PBRM1 mutations for kidney tumorigenesis are unknown. Here, we find that kidney-specific deletion of Vhl and Pbrm1, but not either gene alone, results in bilateral, multifocal, transplantable clear cell kidney cancers. PBRM1 loss amplified the transcriptional outputs of HIF1 and STAT3 incurred by Vhl deficiency. Analysis of mouse and human ccRCC revealed convergence on mTOR activation, representing the third driver event after genetic inactivation of VHL and PBRM1. Our study reports a physiological preclinical ccRCC mouse model that recapitulates somatic mutations in human ccRCC and provides mechanistic and therapeutic insights into PBRM1 mutated subtypes of human ccRCC., (Copyright © 2017 The Author(s). Published by Elsevier Inc. All rights reserved.)
- Published
- 2017
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24. Tumor stroma interaction is mediated by monocarboxylate metabolism.
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Patel BB, Ackerstaff E, Serganova IS, Kerrigan JE, Blasberg RG, Koutcher JA, and Banerjee D
- Subjects
- Autocrine Communication, Breast Neoplasms pathology, Carbon Radioisotopes metabolism, Cell Communication, Cells, Cultured, Female, Fibroblasts pathology, Glycolysis, Humans, Metabolic Networks and Pathways, Stromal Cells pathology, Breast Neoplasms metabolism, Fibroblasts metabolism, Lactic Acid metabolism, Pyruvic Acid metabolism, Stromal Cells metabolism, Tumor Microenvironment
- Abstract
Human breast tumors contain significant amounts of stromal cells. There exists strong evidence that these stromal cells support cancer development and progression by altering various pathways (e.g. downregulation of tumor suppressor genes or autocrine signaling loops). Here, we suggest that stromal carcinoma-associated fibroblasts (CAFs), shown to be generated from bone marrow-derived mesenchymal stem cells, may (i) recycle tumor-derived lactate for their own energetic requirements, thereby sparing glucose for neighboring glycolytic tumor cells, and (ii) subsequently secrete surplus energetically and biosynthetically valuable metabolites of lactate oxidation, such as pyruvate, to support tumor growth. Lactate, taken up by stromal CAFs, is converted to pyruvate, which is then utilized by CAFs for energy needs as well as excreted and shared with tumor cells. We have interrogated lactate oxidation in CAFs to determine what metabolites may be secreted, and how they may affect the metabolism and growth of MDA-MB-231 breast cancer cells. We found that CAFs secrete pyruvate as a metabolite of lactate oxidation. Further, we show that pyruvate is converted to lactate to promote glycolysis in MDA-MB-231 cells and helps to control elevated ROS levels in these tumor cells. Finally, we found that inhibiting or interfering with ROS management, using the naturally occurring flavonoid phloretin (found in apple tree leaves), adds to the cytotoxicity of the conventional chemotherapeutic agent doxorubicin. Our work demonstrates that a lactate-pyruvate, reciprocally-supportive metabolic relationship may be operative within the tumor microenvironment (TME) to support tumor growth, and may be a useful drug target., (Copyright © 2017 Elsevier Inc. All rights reserved.)
- Published
- 2017
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25. Corrigendum to "Noninvasive Multimodality Imaging of the Tumor Microenvironment: Registered Dynamic Magnetic Resonance Imaging and Positron Emission Tomography Studies of a Preclinical Tumor Model of Tumor Hypoxia" [Neoplasia 11 (2009) 247-259].
- Author
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Cho H, Ackerstaff E, Carlin S, Lupu ME, Wang Y, Rizwan A, O'Donoghue J, Ling CC, Humm JL, Zanzonico PB, and Koutcher JA
- Published
- 2016
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26. Visualizing the antivascular effect of bortezomib on the hypoxic tumor microenvironment.
- Author
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Sun X, Ackerstaff E, He F, Xing L, Hsiao HT, Koutcher JA, Ling CC, and Li GC
- Subjects
- Animals, Apoptosis drug effects, Blotting, Western, Cell Line, Tumor, Contrast Media, Enzyme-Linked Immunosorbent Assay, Female, Flow Cytometry, Humans, Hypoxia-Inducible Factor 1, alpha Subunit metabolism, Image Enhancement, Image Processing, Computer-Assisted, Immunohistochemistry, Magnetic Resonance Imaging methods, Mice, Mice, Nude, Neoplasms, Experimental pathology, Xenograft Model Antitumor Assays, Antineoplastic Agents pharmacology, Bortezomib pharmacology, Cell Hypoxia drug effects, Neoplasms, Experimental blood supply, Tumor Microenvironment drug effects
- Abstract
Bortezomib, a novel proteasome inhibitor, has been approved for treating multiple myeloma and mantle cell lymphoma and studied pre-clinically and clinically for solid tumors. Preferential cytotoxicity of bortezomib was found toward hypoxic tumor cells and endothelial cells in vitro. The purpose of this study is to investigate the role of a pretreatment hypoxic tumor microenvironment on the effects of bortezomib in vitro and ex vivo, and explore the feasibility of dynamic contrast enhanced magnetic resonance imaging (DCE MRI) to noninvasively evaluate the biological effects of bortezomib. It was shown in vitro by Western blot, flow cytometry, and ELISA that bortezomib accumulated HIF-1α in non-functional forms and blocks its hypoxia response in human colorectal cancer cell lines. Ex vivo experiments were performed with fluorescent immunohistochemical staining techniques using multiple endogenous and exogenous markers to identify hypoxia (pimonidazole, HRE-TKeGFP), blood flow/permeability (Hoechst 33342), micro-vessels (CD31 and SMA), apoptosis (cleaved caspase 3) and hypoxia response (CA9). After bortezomib administration, overall apoptosis index was significantly increased and blood perfusion was dramatically decreased in tumor xenografts. More importantly, apoptosis signals were found preferentially located in moderate and severe pretreatment hypoxic regions in both tumor and endothelial cells. Meanwhile, DCE MRI examinations showed that the tumor blood flow and permeability decreased significantly after bortezomib administration. The present study revealed that bortezomib reduces tumor hypoxia response and blood perfusion, thus, presenting antivascular properties. It will be important to determine the hypoxic/perfusion status pre- and during treatment at further translational studies.
- Published
- 2015
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27. Metabolic plasticity of metastatic breast cancer cells: adaptation to changes in the microenvironment.
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Simões RV, Serganova IS, Kruchevsky N, Leftin A, Shestov AA, Thaler HT, Sukenick G, Locasale JW, Blasberg RG, Koutcher JA, and Ackerstaff E
- Subjects
- Animals, Carbon-13 Magnetic Resonance Spectroscopy methods, Cell Line, Tumor, Cell Survival drug effects, Citric Acid Cycle drug effects, Energy Metabolism drug effects, Glucose pharmacology, Glutamine pharmacology, Glycolysis drug effects, Hydrogen-Ion Concentration, Mammary Neoplasms, Animal metabolism, Mammary Neoplasms, Animal pathology, Mice, Inbred BALB C, Neoplasm Metastasis, Oxidative Phosphorylation drug effects, Phospholipids metabolism, Adaptation, Physiological, Glucose metabolism, Glutamine metabolism, Tumor Microenvironment
- Abstract
Cancer cells adapt their metabolism during tumorigenesis. We studied two isogenic breast cancer cells lines (highly metastatic 4T1; nonmetastatic 67NR) to identify differences in their glucose and glutamine metabolism in response to metabolic and environmental stress. Dynamic magnetic resonance spectroscopy of (13)C-isotopomers showed that 4T1 cells have higher glycolytic and tricarboxylic acid (TCA) cycle flux than 67NR cells and readily switch between glycolysis and oxidative phosphorylation (OXPHOS) in response to different extracellular environments. OXPHOS activity increased with metastatic potential in isogenic cell lines derived from the same primary breast cancer: 4T1 > 4T07 and 168FARN (local micrometastasis only) > 67NR. We observed a restricted TCA cycle flux at the succinate dehydrogenase step in 67NR cells (but not in 4T1 cells), leading to succinate accumulation and hindering OXPHOS. In the four isogenic cell lines, environmental stresses modulated succinate dehydrogenase subunit A expression according to metastatic potential. Moreover, glucose-derived lactate production was more glutamine dependent in cell lines with higher metastatic potential. These studies show clear differences in TCA cycle metabolism between 4T1 and 67NR breast cancer cells. They indicate that metastases-forming 4T1 cells are more adept at adjusting their metabolism in response to environmental stress than isogenic, nonmetastatic 67NR cells. We suggest that the metabolic plasticity and adaptability are more important to the metastatic breast cancer phenotype than rapid cell proliferation alone, which could 1) provide a new biomarker for early detection of this phenotype, possibly at the time of diagnosis, and 2) lead to new treatment strategies of metastatic breast cancer by targeting mitochondrial metabolism., (Copyright © 2015 The Authors. Published by Elsevier Inc. All rights reserved.)
- Published
- 2015
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28. Anatomic segmentation improves prostate cancer detection with artificial neural networks analysis of 1H magnetic resonance spectroscopic imaging.
- Author
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Matulewicz L, Jansen JF, Bokacheva L, Vargas HA, Akin O, Fine SW, Shukla-Dave A, Eastham JA, Hricak H, Koutcher JA, and Zakian KL
- Subjects
- Adult, Aged, Algorithms, Humans, Image Enhancement methods, Male, Middle Aged, Reproducibility of Results, Sensitivity and Specificity, Biomarkers, Tumor analysis, Magnetic Resonance Imaging methods, Neural Networks, Computer, Pattern Recognition, Automated methods, Prostatic Neoplasms chemistry, Prostatic Neoplasms diagnosis, Proton Magnetic Resonance Spectroscopy methods
- Abstract
Purpose: To assess whether an artificial neural network (ANN) model is a useful tool for automatic detection of cancerous voxels in the prostate from (1)H-MRSI datasets and whether the addition of information about anatomical segmentation improves the detection of cancer., Materials and Methods: The Institutional Review Board approved this HIPAA-compliant study and waived informed consent. Eighteen men with prostate cancer (median age, 55 years; range, 36-71 years) who underwent endorectal MRI/MRSI before radical prostatectomy were included in this study. These patients had at least one cancer area on whole-mount histopathological map and at least one matching MRSI voxel suspicious for cancer detected. Two ANN models for automatic classification of MRSI voxels in the prostate were implemented and compared: model 1, which used only spectra as input, and model 2, which used the spectra plus information from anatomical segmentation. The models were trained, tested and validated using spectra from voxels that the spectroscopist had designated as cancer and that were verified on histopathological maps., Results: At ROC analysis, model 2 (AUC = 0.968) provided significantly better (P = 0.03) classification of cancerous voxels than did model 1 (AUC = 0.949)., Conclusion: Automatic analysis of prostate MRSI to detect cancer using ANN model is feasible. Application of anatomical segmentation from MRI as an additional input to ANN improves the accuracy of detecting cancerous voxels from MRSI., (© 2013 Wiley Periodicals, Inc.)
- Published
- 2014
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29. Understanding the pharmacological properties of a metabolic PET tracer in prostate cancer.
- Author
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Viola-Villegas NT, Carlin SD, Ackerstaff E, Sevak KK, Divilov V, Serganova I, Kruchevsky N, Anderson M, Blasberg RG, Andreev OA, Engelman DM, Koutcher JA, Reshetnyak YK, and Lewis JS
- Subjects
- Animals, Antigens, Neoplasm metabolism, Carbonic Anhydrase IX, Carbonic Anhydrases metabolism, Cell Line, Tumor, Chelating Agents pharmacology, Gallium Radioisotopes pharmacology, Heterocyclic Compounds, 1-Ring pharmacology, Humans, Hydrogen-Ion Concentration, Hypoxia, Isoenzymes metabolism, L-Lactate Dehydrogenase metabolism, Lactate Dehydrogenase 5, Male, Membrane Proteins pharmacology, Mice, Mice, Nude, Neoplasm Transplantation, Phenotype, Positron-Emission Tomography, Prostatic Neoplasms diagnostic imaging, Radiopharmaceuticals pharmacology
- Abstract
Generally, solid tumors (>400 mm(3)) are inherently acidic, with more aggressive growth producing greater acidity. If the acidity could be targeted as a biomarker, it would provide a means to gauge the pace of tumor growth and degree of invasiveness, as well as providing a basis for predicting responses to pH-dependent chemotherapies. We have developed a (64)Cu pH (low) insertion peptide (pHLIP) for targeting, imaging, and quantifying acidic tumors by PET, and our findings reveal utility in assessing prostate tumors. The new pHLIP version limits indiscriminate healthy tissue binding, and we demonstrate its targeting of extracellular acidification in three different prostate cancer models, each with different vascularization and acid-extruding protein carbonic anhydrase IX (CAIX) expression. We then describe the tumor distribution of this radiotracer ex vivo, in association with blood perfusion and known biomarkers of acidity, such as hypoxia, lactate dehydrogenase A, and CAIX. We find that the probe reveals metabolic variations between and within tumors, and discriminates between necrotic and living tumor areas.
- Published
- 2014
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30. High-field small animal magnetic resonance oncology studies.
- Author
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Bokacheva L, Ackerstaff E, LeKaye HC, Zakian K, and Koutcher JA
- Subjects
- Animals, Humans, Neoplasms blood, Oxygen blood, Magnetic Resonance Imaging methods, Neoplasms diagnosis
- Abstract
This review focuses on the applications of high magnetic field magnetic resonance imaging (MRI) and spectroscopy (MRS) to cancer studies in small animals. High-field MRI can provide information about tumor physiology, the microenvironment, metabolism, vascularity and cellularity. Such studies are invaluable for understanding tumor growth and proliferation, response to treatment and drug development. The MR techniques reviewed here include (1)H, (31)P, chemical exchange saturation transfer imaging and hyperpolarized (13)C MRS as well as diffusion-weighted, blood oxygen level dependent contrast imaging and dynamic contrast-enhanced MRI. These methods have been proven effective in animal studies and are highly relevant to human clinical studies.
- Published
- 2014
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31. Relationships between LDH-A, lactate, and metastases in 4T1 breast tumors.
- Author
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Rizwan A, Serganova I, Khanin R, Karabeber H, Ni X, Thakur S, Zakian KL, Blasberg R, and Koutcher JA
- Subjects
- Adenosine Triphosphate metabolism, Animals, Breast Neoplasms metabolism, Cell Adhesion, Cell Movement, Cell Proliferation, Female, Glucose metabolism, Glycolysis, Humans, Isoenzymes antagonists & inhibitors, Isoenzymes genetics, Isoenzymes metabolism, L-Lactate Dehydrogenase antagonists & inhibitors, L-Lactate Dehydrogenase genetics, Lactate Dehydrogenase 5, Lung Neoplasms metabolism, Mice, Oxygen Consumption, RNA, Small Interfering genetics, Reactive Oxygen Species, Tumor Cells, Cultured, Breast Neoplasms pathology, L-Lactate Dehydrogenase metabolism, Lactic Acid metabolism, Lung Neoplasms secondary
- Abstract
Purpose: To investigate the relationship between lactate dehydrogenase A (LDH-A) expression, lactate concentration, cell metabolism, and metastases in murine 4T1 breast tumors., Experimental Design: Inhibition of LDH-A expression and protein levels were achieved in a metastatic breast cancer cell line (4T1) using short hairpin RNA (shRNA) technology. The relationship between tumor LDH-A protein levels and lactate concentration (measured by magnetic resonance spectroscopic imaging, MRSI) and metastases was assessed., Results: LDH-A knockdown cells (KD9) showed a significant reduction in LDH-A protein and LDH activity, less acid production, decreased transwell migration and invasion, lower proliferation, reduced glucose consumption and glycolysis, and increase in oxygen consumption, reactive oxygen species (ROS), and cellular ATP levels, compared with control (NC) cells cultured in 25 mmol/L glucose. In vivo studies showed lower lactate levels in KD9, KD5, and KD317 tumors than in NC or 4T1 wild-type tumors (P < 0.01), and a linear relationship between tumor LDH-A protein expression and lactate concentration. Metastases were delayed and primary tumor growth rate decreased., Conclusions: We show for the first time that LDH-A knockdown inhibited the formation of metastases, and was accompanied by in vivo changes in tumor cell metabolism. Lactate MRSI can be used as a surrogate to monitor targeted inhibition of LDH-A in a preclinical setting and provides a noninvasive imaging strategy to monitor LDH-A-targeted therapy. This imaging strategy can be translated to the clinic to identify and monitor patients who are at high risk of developing metastatic disease., (©2013 AACR.)
- Published
- 2013
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32. ETV4 promotes metastasis in response to activation of PI3-kinase and Ras signaling in a mouse model of advanced prostate cancer.
- Author
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Aytes A, Mitrofanova A, Kinkade CW, Lefebvre C, Lei M, Phelan V, LeKaye HC, Koutcher JA, Cardiff RD, Califano A, Shen MM, and Abate-Shen C
- Subjects
- Adenovirus E1A Proteins genetics, Adenovirus E1A Proteins metabolism, Animals, Cell Line, Tumor, Disease Models, Animal, Gene Knockdown Techniques, Genes, ras, Genetic Engineering, Homeodomain Proteins genetics, Humans, Male, Mice, Mice, 129 Strain, Mice, Inbred C57BL, Mice, Transgenic, Oncogenes, PTEN Phosphohydrolase genetics, Prostatic Neoplasms genetics, Proto-Oncogene Proteins genetics, Proto-Oncogene Proteins metabolism, Proto-Oncogene Proteins c-ets antagonists & inhibitors, Proto-Oncogene Proteins c-ets genetics, Signal Transduction, Transcription Factors genetics, Up-Regulation, Phosphatidylinositol 3-Kinases metabolism, Prostatic Neoplasms metabolism, Prostatic Neoplasms secondary, Proto-Oncogene Proteins c-ets metabolism, ras Proteins metabolism
- Abstract
Combinatorial activation of PI3-kinase and RAS signaling occurs frequently in advanced prostate cancer and is associated with adverse patient outcome. We now report that the oncogenic Ets variant 4 (Etv4) promotes prostate cancer metastasis in response to coactivation of PI3-kinase and Ras signaling pathways in a genetically engineered mouse model of highly penetrant, metastatic prostate cancer. Using an inducible Cre driver to simultaneously inactivate Pten while activating oncogenic Kras and a fluorescent reporter allele in the prostate epithelium, we performed lineage tracing in vivo to define the temporal and spatial occurrence of prostate tumors, disseminated tumor cells, and metastases. These analyses revealed that though disseminated tumors cells arise early following the initial occurrence of prostate tumors, there is a significant temporal lag in metastasis, which is temporally coincident with the up-regulation of Etv4 expression in primary tumors. Functional studies showed that knockdown of Etv4 in a metastatic cell line derived from the mouse model abrogates the metastatic phenotype but does not affect tumor growth. Notably, expression and activation of ETV4, but not other oncogenic ETS genes, is correlated with activation of both PI3-kinase and Ras signaling in human prostate tumors and metastases. Our findings indicate that ETV4 promotes metastasis in prostate tumors that have activation of PI3-kinase and Ras signaling, and therefore, ETV4 represents a potential target of therapeutic intervention for metastatic prostate cancer.
- Published
- 2013
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33. Noninvasive phosphorus magnetic resonance spectroscopic imaging predicts outcome to first-line chemotherapy in newly diagnosed patients with diffuse large B-cell lymphoma.
- Author
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Arias-Mendoza F, Payne GS, Zakian K, Stubbs M, O'Connor OA, Mojahed H, Smith MR, Schwarz AJ, Shukla-Dave A, Howe F, Poptani H, Lee SC, Pettengel R, Schuster SJ, Cunningham D, Heerschap A, Glickson JD, Griffiths JR, Koutcher JA, Leach MO, and Brown TR
- Subjects
- Adult, Aged, Aged, 80 and over, Cyclophosphamide administration & dosage, Doxorubicin administration & dosage, Doxorubicin analogs & derivatives, Female, Humans, Male, Middle Aged, Phosphorus Isotopes analysis, Prednisone administration & dosage, Prognosis, Reproducibility of Results, Retrospective Studies, Sensitivity and Specificity, Treatment Outcome, Vincristine administration & dosage, Young Adult, Antineoplastic Combined Chemotherapy Protocols administration & dosage, Biomarkers, Tumor analysis, Lymphoma, B-Cell diagnosis, Lymphoma, B-Cell metabolism, Magnetic Resonance Spectroscopy methods, Phospholipids analysis
- Abstract
Rationale and Objectives: Based on their association with malignant proliferation, using noninvasive phosphorus MR spectroscopic imaging ((31)P MRSI), we measured the tumor content of the phospholipid-related phosphomonoesters (PME), phosphoethanolamine and phospholcholine, and its correlation with treatment outcome in newly diagnosed patients with diffuse large B-cell lymphoma (DLBCL) receiving standard first-line chemotherapy., Experimental Design: The PME value normalized to nucleoside triphosphates (PME/NTP) was measured using (31)P MRSI in tumor masses of 20 patients with DLBCL before receiving standard first-line chemotherapy. Response at 6 months was complete in 13 patients and partial in seven. Time to treatment failure (TTF) was ≤11 months in eight patients, from 18 to 30 months in three, and ≥60 months in nine., Results: On a t test, the pretreatment tumor PME/NTP mean value (SD, n) of patients with a complete response at 6 months was 1.42 (0.41, 13), which was significantly different from the value of 2.46 (0.40, 7) in patients with partial response (P < .00001). A Fisher test significantly correlated the PME/NTP values with response at 6 months (sensitivity and specificity at 0.85, P < .004) while a Cox proportional hazards regression significantly correlated the PME/NTP values with TTF (hazard ratio = 5.21, P < .02). A Kaplan-Meier test set apart a group entirely composed of patients with TTF ≤ 11 months (hazard ratio = 8.66, P < .00001)., Conclusions: The pretreatment tumor PME/NTP values correlated with response to treatment at 6 months and time to treatment failure in newly diagnosed patients with DLBCL treated with first-line chemotherapy, and therefore they could be used to predict treatment outcome in these patients., (Copyright © 2013 AUR. Published by Elsevier Inc. All rights reserved.)
- Published
- 2013
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34. Native fluorescence spectroscopy reveals spectral differences among prostate cancer cell lines with different risk levels.
- Author
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Pu Y, Xue J, Wang W, Xu B, Gu Y, Tang R, Ackerstaff E, Koutcher JA, Achilefu S, and Alfano RR
- Subjects
- Cell Line, Tumor, Diagnosis, Differential, Humans, Male, Reproducibility of Results, Risk Assessment, Sensitivity and Specificity, Biomarkers, Tumor analysis, Molecular Imaging methods, NAD analysis, Prostatic Neoplasms chemistry, Prostatic Neoplasms diagnosis, Spectrometry, Fluorescence methods, Tryptophan analysis
- Abstract
The spectral changes of native fluorophores among normal fibroblasts and cancer cell lines of different metastatic ability are investigated by fluorescence spectroscopy. The normal (fibroblast), moderately metastatic (DU-145), and advanced metastatic (PC-3) cell lines were each selectively excited at 300 nm, and their fluorescence emission spectra are analyzed using principal component analysis to explore the differences of the relative contents of tryptophan and reduced nicotinamide adenine dinucleotide in these cell lines. The results show that the tryptophan emission featured predominantly in the fluorescence spectra of the advanced metastatic cancer cells in comparison with the moderately metastatic cancer and normal cells.
- Published
- 2013
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35. A triple suicide gene strategy that improves therapeutic effects and incorporates multimodality molecular imaging for monitoring gene functions.
- Author
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Xing L, Sun X, Deng X, Kotedia K, Zanzonico PB, Ackerstaff E, Koutcher JA, Ling CC, and Li GC
- Subjects
- Cell Line, Tumor, Clinical Trials as Topic, Cytosine Deaminase genetics, Genetic Therapy, Humans, Magnetic Resonance Spectroscopy, Neoplasms genetics, Pentosyltransferases genetics, Positron-Emission Tomography, Prodrugs therapeutic use, Radiotherapy, Thymidine Kinase genetics, Transfection, Cytosine Deaminase therapeutic use, Genes, Transgenic, Suicide, Neoplasms therapy, Pentosyltransferases therapeutic use, Thymidine Kinase therapeutic use
- Abstract
Gene-directed enzyme prodrug therapy (GDEPT), or suicide gene therapy, has shown promise in clinical trials. In this preclinical study using stable cell lines and xenograft tumor models, we show that a triple-suicide-gene GDEPT approach produce enhanced therapeutic efficacy over previous methods. Importantly, all the three genes (thymidine kinase, cytosine deaminase and uracil phosphoribosyltransferase) function simultaneously as effectors for GDEPT and markers for multimodality molecular imaging (MMI), using positron emission tomography, magnetic resonance spectroscopy and optical (fluorescent and bioluminescent) techniques. It was demonstrated that MMI can evaluate the distribution and function/activity of the triple suicide gene. The concomitant expression of these genes significantly enhances prodrug cytotoxicity and radiosensitivity in vitro and in vivo.
- Published
- 2013
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36. Gaussian mixture model-based classification of dynamic contrast enhanced MRI data for identifying diverse tumor microenvironments: preliminary results.
- Author
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Han SH, Ackerstaff E, Stoyanova R, Carlin S, Huang W, Koutcher JA, Kim JK, Cho G, Jang G, and Cho H
- Subjects
- Animals, Cell Hypoxia, Cell Line, Tumor, Male, Necrosis, Normal Distribution, Pattern Recognition, Automated, Prostatic Neoplasms blood supply, Rats, Contrast Media, Image Enhancement, Magnetic Resonance Imaging methods, Prostatic Neoplasms pathology, Tumor Microenvironment
- Abstract
Tumor hypoxia develops heterogeneously, affects radiation sensitivity and the development of metastases. Prognostic information derived from the in vivo characterization of the spatial distribution of hypoxic areas in solid tumors can be of value for radiation therapy planning and for monitoring the early treatment response. Tumor hypoxia is caused by an imbalance between the supply and consumption of oxygen. The tumor oxygen supply is inherently linked to its vasculature and perfusion which can be evaluated by dynamic contrast enhanced (DCE-) MRI using the contrast agent Gd-DTPA. Thus, we hypothesize that DCE-MRI data may provide surrogate information regarding tumor hypoxia. In this study, DCE-MRI data from a rat prostate tumor model were analysed with a Gaussian mixture model (GMM)-based classification to identify perfused, hypoxic and necrotic areas for a total of ten tumor slices from six rats, of which one slice was used as training data for GMM classifications. The results of pattern recognition analyzes were validated by comparison to corresponding Akep maps defining the perfused area (0.84 ± 0.09 overlap), hematoxylin and eosin (H&E)-stained tissue sections defining necrosis (0.64 ± 0.15 overlap) and pimonidazole-stained sections defining hypoxia (0.72 ± 0.17 overlap), respectively. Our preliminary data indicate the feasibility of a GMM-based classification to identify tumor hypoxia, necrosis and perfusion/permeability from non-invasively acquired, in vivo DCE-MRI data alone, possibly obviating the need for invasive procedures, such as biopsies, or exposure to radioactivity, such as positron emission tomography (PET) exams., (Copyright © 2013 John Wiley & Sons, Ltd.)
- Published
- 2013
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37. Serial measurement of hepatic lipids during chemotherapy in patients with colorectal cancer: a 1 H MRS study.
- Author
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Qi J, Fong Y, Saltz L, D'Angelica MI, Kemeny NE, Gonen M, Shia J, Shukla-Dave A, Jarnagin WR, Do RK, Schwartz LH, Koutcher JA, and Zakian KL
- Subjects
- Adult, Aged, Colorectal Neoplasms complications, Female, Humans, Magnetic Resonance Spectroscopy methods, Male, Middle Aged, Protons, Reproducibility of Results, Sensitivity and Specificity, Treatment Outcome, Antineoplastic Combined Chemotherapy Protocols adverse effects, Antineoplastic Combined Chemotherapy Protocols therapeutic use, Colorectal Neoplasms drug therapy, Colorectal Neoplasms metabolism, Fatty Liver chemically induced, Fatty Liver metabolism, Lipid Metabolism drug effects
- Abstract
Hepatic steatosis is a hallmark of chemotherapy-induced liver injury. We made serial (1) H MRS measurements of hepatic lipids in patients over the time course of a 24-week chemotherapeutic regimen to determine whether (1) H MRS could be used to monitor the progression of chemotherapy-induced steatosis. Thirty-four patients with stage III or IV colorectal cancer receiving 5-fluorouracil, folinic acid and oxaliplatin (n=21) or hepatic arterial infusion of floxuridine with systemic irinotecan (n=13) were studied prospectively. (1) H MRS studies were performed at baseline and after 6 and 24 weeks of treatment. A (1) H MR spectrum was acquired from the liver during a breath hold and the ratio of fat to fat+water (FFW) was calculated to give a measure of hepatic triglycerides (HTGCs). The methodology was histologically validated in 18 patients and the reproducibility was assessed in 16 normal volunteers. Twenty-seven patients completed baseline, 6-week and 24-week (1) H MRS examinations and one was censored. Thirteen of 26 patients (50%) showed an increase in FFW after completion of treatment. Six patients (23%) developed hepatic steatosis and two patients converted from steatosis to nonsteatotic liver. Patients whose 6-week hepatic lipid levels had increased significantly relative to baseline also had a high probability of lipid elevation relative to baseline at the completion of treatment. Serial (1) H MRS is effective for the monitoring of HTGC changes during chemotherapy and for the detection of chemotherapy-associated steatosis. Six of 26 patients developed steatosis during chemotherapy. Lipid changes were observable at 6 weeks., (Copyright © 2012 John Wiley & Sons, Ltd.)
- Published
- 2013
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38. Response of HT29 colorectal xenograft model to cediranib assessed with 18 F-fluoromisonidazole positron emission tomography, dynamic contrast-enhanced and diffusion-weighted MRI.
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Bokacheva L, Kotedia K, Reese M, Ricketts SA, Halliday J, Le CH, Koutcher JA, and Carlin S
- Subjects
- Animals, Antineoplastic Agents therapeutic use, Contrast Media, HT29 Cells, Humans, Radiopharmaceuticals, Rats, Reproducibility of Results, Sensitivity and Specificity, Treatment Outcome, Xenograft Model Antitumor Assays, Fluorodeoxyglucose F18, Gadolinium DTPA, Neoplasms, Experimental diagnosis, Neoplasms, Experimental drug therapy, Positron-Emission Tomography methods, Quinazolines therapeutic use
- Abstract
Cediranib is a small-molecule pan-vascular endothelial growth factor receptor inhibitor. The tumor response to short-term cediranib treatment was studied using dynamic contrast-enhanced and diffusion-weighted MRI at 7 T, as well as (18) F-fluoromisonidazole positron emission tomography and histological markers. Rats bearing subcutaneous HT29 human colorectal tumors were imaged at baseline; they then received three doses of cediranib (3 mg/kg per dose daily) or vehicle (dosed daily), with follow-up imaging performed 2 h after the final cediranib or vehicle dose. Tumors were excised and evaluated for the perfusion marker Hoechst 33342, the endothelial cell marker CD31, smooth muscle actin, intercapillary distance and tumor necrosis. Dynamic contrast-enhanced MRI-derived parameters decreased significantly in cediranib-treated tumors relative to pretreatment values [the muscle-normalized initial area under the gadolinium concentration curve decreased by 48% (p=0.002), the enhancing fraction by 43% (p=0.003) and K(trans) by 57% (p=0.003)], but remained unchanged in controls. No change between the pre- and post-treatment tumor apparent diffusion coefficients in either the cediranib- or vehicle-treated group was observed over the course of this study. The (18) F-fluoromisonidazole mean standardized uptake value decreased by 33% (p=0.008) in the cediranib group, but showed no significant change in the control group. Histological analysis showed that the number of CD31-positive vessels (59 per mm(2) ), the fraction of smooth muscle actin-positive vessels (80-87%) and the intercapillary distance (0.17 mm) were similar in cediranib- and vehicle-treated groups. The fraction of perfused blood vessels in cediranib-treated tumors (81 ± 7%) was lower than that in vehicle controls (91 ± 3%, p=0.02). The necrotic fraction was slightly higher in cediranib-treated rats (34 ± 12%) than in controls (26 ± 10%, p=0.23). These findings suggest that short-term treatment with cediranib causes a decrease in tumor perfusion/permeability across the tumor cross-section, but changes in vascular morphology, vessel density or tumor cellularity are not manifested at this early time point., (Copyright © 2012 John Wiley & Sons, Ltd.)
- Published
- 2013
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39. β4 Integrin signaling induces expansion of prostate tumor progenitors.
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Yoshioka T, Otero J, Chen Y, Kim YM, Koutcher JA, Satagopan J, Reuter V, Carver B, de Stanchina E, Enomoto K, Greenberg NM, Scardino PT, Scher HI, Sawyers CL, and Giancotti FG
- Subjects
- Animals, Cell Line, Tumor, Disease Models, Animal, Disease Progression, Gene Expression, Gene Targeting, Humans, Integrin beta4 chemistry, Integrin beta4 genetics, Male, Mice, Mice, Inbred C57BL, Mice, Inbred NOD, Mice, Knockout, Mice, SCID, Mice, Transgenic, Neoplasm Invasiveness genetics, Neoplasm Invasiveness pathology, Prostatic Intraepithelial Neoplasia genetics, Prostatic Intraepithelial Neoplasia metabolism, Prostatic Intraepithelial Neoplasia pathology, Prostatic Neoplasms genetics, Proto-Oncogene Proteins c-met genetics, Proto-Oncogene Proteins c-met metabolism, Receptor, ErbB-2 genetics, Receptor, ErbB-2 metabolism, Signal Transduction, Integrin beta4 metabolism, Neoplastic Stem Cells metabolism, Neoplastic Stem Cells pathology, Prostatic Neoplasms metabolism, Prostatic Neoplasms pathology
- Abstract
The contextual signals that regulate the expansion of prostate tumor progenitor cells are poorly defined. We found that a significant fraction of advanced human prostate cancers and castration-resistant metastases express high levels of the β4 integrin, which binds to laminin-5. Targeted deletion of the signaling domain of β4 inhibited prostate tumor growth and progression in response to loss of p53 and Rb function in a mouse model of prostate cancer (PB-TAg mice). Additionally, it suppressed Pten loss-driven prostate tumorigenesis in tissue recombination experiments. We traced this defect back to an inability of signaling-defective β4 to sustain self-renewal of putative cancer stem cells in vitro and proliferation of transit-amplifying cells in vivo. Mechanistic studies indicated that mutant β4 fails to promote transactivation of ErbB2 and c-Met in prostate tumor progenitor cells and human cancer cell lines. Pharmacological inhibition of ErbB2 and c-Met reduced the ability of prostate tumor progenitor cells to undergo self-renewal in vitro. Finally, we found that β4 is often coexpressed with c-Met and ErbB2 in human prostate cancers and that combined pharmacological inhibition of these receptor tyrosine kinases exerts antitumor activity in a mouse xenograft model. These findings indicate that the β4 integrin promotes prostate tumorigenesis by amplifying ErbB2 and c-Met signaling in tumor progenitor cells.
- Published
- 2013
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40. Mapping Tumor Hypoxia In Vivo Using Pattern Recognition of Dynamic Contrast-enhanced MRI Data.
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Stoyanova R, Huang K, Sandler K, Cho H, Carlin S, Zanzonico PB, Koutcher JA, and Ackerstaff E
- Abstract
In solid tumors, hypoxia contributes significantly to radiation and chemotherapy resistance and to poor outcomes. The "gold standard" pO(2) electrode measurements of hypoxia in vivo are unsatisfactory because they are invasive and have limited spatial coverage. Here, we present an approach to identify areas of tumor hypoxia using the signal versus time curves of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) data as a surrogate marker of hypoxia. We apply an unsupervised pattern recognition (PR) technique to determine the differential signal versus time curves associated with different tumor microenvironmental characteristics in DCE-MRI data of a preclinical cancer model. Well-perfused tumor areas are identified by rapid contrast uptake followed by rapid washout; hypoxic areas, which are regions of reduced vascularization, are identified by delayed contrast signal buildup and washout; and necrotic areas exhibit slow or no contrast uptake and no discernible washout over the experimental observation. The strength of the PR concept is that it captures the pixel-enhancing behavior in its entirety-during both contrast agent uptake and washout-and thus, subtleties in the temporal behavior of contrast enhancement related to features of the tumor microenvironment (driven by vascular changes) may be detected. The assignment of the tumor compartments/microenvironment to well vascularized, hypoxic, and necrotic is validated by comparison to data previously obtained using complementary imaging modalities. The proposed novel analysis approach has the advantage that it can be readily translated to the clinic, as DCE-MRI is used routinely for the identification of tumors in patients, is widely available, and easily implemented on any clinical magnet.
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- 2012
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41. Extension of the intravoxel incoherent motion model to non-gaussian diffusion in head and neck cancer.
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Lu Y, Jansen JF, Mazaheri Y, Stambuk HE, Koutcher JA, and Shukla-Dave A
- Subjects
- Computer Simulation, Data Interpretation, Statistical, Female, Humans, Least-Squares Analysis, Lymphatic Metastasis, Male, Middle Aged, Models, Statistical, Motion, Normal Distribution, Reproducibility of Results, Sensitivity and Specificity, Algorithms, Head and Neck Neoplasms pathology, Head and Neck Neoplasms secondary, Imaging, Three-Dimensional methods, Lymph Nodes pathology, Models, Biological, Pattern Recognition, Automated methods
- Abstract
Purpose: To extend the intravoxel incoherent motion (IVIM) magnetic resonance imaging (MRI) model to restricted diffusion and to simultaneously quantify the perfusion and restricted diffusion parameters in neck nodal metastases., Materials and Methods: The non-gaussian (NG)-IVIM model was developed and tested on diffusion-weighted MRI data collected on a 1.5-Tesla MRI scanner from eight patients with head and neck cancer. Voxel-wise parameter quantification was performed by using a noise-rectified least-square fitting method. The NG-IVIM, IVIM, Kurtosis, and ADC (apparent diffusion coefficient) models were used for comparison. For each voxel, within the metastatic node, the optimal model was determined using the Bayesian Information Criterion. The voxel percentage preferred by each model was calculated and the optimal model map was generated. Monte Carlo simulations were performed to evaluate the accuracy and precision dependency of the new model., Results: For the eight neck nodes, the range of voxel percentage preferred by the NG-IVIM model was 2.3-79.3%. The optimal modal maps showed heterogeneities within the tumors. The Monte Carlo simulations demonstrated that the accuracy and precision of the NG-IVIM model improved by increasing signal-to-noise ratio and b value., Conclusion: The NG-IVIM model characterizes perfusion and restricted diffusion simultaneously in neck nodal metastases., (Copyright © 2012 Wiley Periodicals, Inc.)
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- 2012
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42. Hypoxia targeted bifunctional suicide gene expression enhances radiotherapy in vitro and in vivo.
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Sun X, Xing L, Deng X, Hsiao HT, Manami A, Koutcher JA, Clifton Ling C, and Li GC
- Subjects
- Animals, Blotting, Western, Cell Line, Tumor, Colony-Forming Units Assay, Flow Cytometry, Genetic Therapy methods, In Vitro Techniques, Mice, Microscopy, Fluorescence, Plasmids genetics, Radiation Tolerance drug effects, Tumor Cells, Cultured, Cell Hypoxia, Cytosine Deaminase genetics, Flucytosine therapeutic use, Gene Expression, Genes, Transgenic, Suicide genetics, Neoplasms, Experimental radiotherapy, Pentosyltransferases genetics
- Abstract
Purpose: To investigate whether hypoxia targeted bifunctional suicide gene expression-cytosine deaminase (CD) and uracil phosphoribosyltransferase (UPRT) with 5-FC treatments can enhance radiotherapy., Materials and Methods: Stable transfectants of R3327-AT cells were established which express a triple-fusion-gene: CD, UPRT and monomoric DsRed (mDsRed) controlled by a hypoxia inducible promoter. Hypoxia-induced expression/function of CDUPRTmDsRed was verified by western blot, flow cytometry, fluorescent microscopy, and cytotoxicity assay of 5-FU and 5-FC. Tumor-bearing mice were treated with 5-FC and local radiation. Tumor volume was monitored and compared with those treated with 5-FC or radiation alone. In addition, the CDUPRTmDsRed distribution in hypoxic regions of tumor sections was visualized with fluorescent microscopy., Results: Hypoxic induction of CDUPRTmDsRed protein correlated with increased sensitivity to 5-FC and 5-FU. Significant radiosensitization effects were detected after 5-FC treatments under hypoxic conditions. In the tumor xenografts, the distribution of CDUPRTmDsRed expression visualized with fluorescence microscopy was co-localized with the hypoxia marker pimonidazole positive staining cells. Furthermore, administration of 5-FC to mice in combination with local irradiation resulted in significant tumor regression, as in comparison with 5-FC or radiation treatments alone., Conclusions: Our data suggest that the hypoxia-inducible CDUPRT/5-FC gene therapy strategy has the ability to specifically target hypoxic cancer cells and significantly improve the tumor control in combination with radiotherapy., (Copyright © 2012 Elsevier Ireland Ltd. All rights reserved.)
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- 2012
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43. Disruption of Abi1/Hssh3bp1 expression induces prostatic intraepithelial neoplasia in the conditional Abi1/Hssh3bp1 KO mice.
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Xiong X, Chorzalska A, Dubielecka PM, White JR, Vedvyas Y, Hedvat CV, Haimovitz-Friedman A, Koutcher JA, Reimand J, Bader GD, Sawicki JA, and Kotula L
- Abstract
Prostate cancer is one of the leading causes of cancer-related deaths in the United States and a leading diagnosed non-skin cancer in American men. Genetic mutations underlying prostate tumorigenesis include alterations of tumor suppressor genes. We tested the tumor suppressor hypothesis for ABI1/hSSH3BP1 by searching for gene mutations in primary prostate tumors from patients, and by analyzing the consequences of prostate-specific disruption of the mouse Abi1/Hssh3bp1 ortholog. We sequenced the ABI1/hSSH3BP1 gene and identified recurring mutations in 6 out of 35 prostate tumors. Moreover, complementation and anchorage-independent growth, proliferation, cellular adhesion and xenograft assays using the LNCaP cell line, which contains a loss-of-function Abi1 mutation, and a stably expressed wild-type or mutated ABI gene, were consistent with the tumor suppressor hypothesis. To test the hypothesis further, we disrupted the gene in the mouse prostate by breeding the Abi1 floxed strain with the probasin promoter-driven Cre recombinase strain. Histopathological evaluation of mice indicated development of prostatic intraepithelial neoplasia (PIN) in Abi1/Hssh3bp1 knockout mouse as early as the eighth month, but no progression beyond PIN was observed in mice as old as 12 months. Observed decreased levels of E-cadherin, β-catenin and WAVE2 in mouse prostate suggest abnormal cellular adhesion as the mechanism underlying PIN development owing to Abi1 disruption. Analysis of syngeneic cell lines point to the possibility that upregulation of phospho-Akt underlies the enhanced cellular proliferation phenotype of cells lacking Abi1. This study provides proof-of-concept for the hypothesis that Abi1 downregulation has a role in the development of prostate cancer.
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- 2012
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44. Temporal/spatial resolution improvement of in vivo DCE-MRI with compressed sensing-optimized FLASH.
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Han S, Paulsen JL, Zhu G, Song Y, Chun S, Cho G, Ackerstaff E, Koutcher JA, and Cho H
- Subjects
- Animals, Female, Gadolinium DTPA, Mice, Neoplasm Transplantation, Neoplasms, Experimental diagnosis, Phantoms, Imaging, Contrast Media, Image Enhancement methods, Magnetic Resonance Imaging methods
- Abstract
Dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) provides critical information regarding tumor perfusion and permeability by injecting a T(1) contrast agent, such as Gd-DTPA, and making a time-resolved measurement of signal increase. Both temporal and spatial resolutions are required to be high to achieve an accurate and reproducible estimation of tumor perfusion. However, the dynamic nature of the DCE experiment limits simultaneous improvement of temporal and spatial resolution by conventional methods. Compressed sensing (CS) has become an important tool for the acceleration of imaging times in MRI, which is achieved by enabling the reconstruction of subsampled data. Similarly, CS algorithms can be utilized to improve the temporal/spatial resolution of DCE-MRI, and several works describing retrospective simulations have demonstrated the feasibility of such improvements. In this study, the fast low angle shot sequence was modified to implement a Cartesian, CS-optimized, sub-Nyquist phase encoding acquisition/reconstruction with multiple two-dimensional slice selections and was tested on water phantoms and animal tumor models. The mean voxel-level concordance correlation coefficient for Ak(ep) values obtained from ×4 and ×8 accelerated and the fully sampled data was 0.87±0.11 and 0.83±0.11, respectively (n=6), with optimized CS parameters. In this case, the reduction of phase encoding steps made possible by CS reconstruction improved effectively the temporal/spatial resolution of DCE-MRI data using an in vivo animal tumor model (n=6) and may be useful for the investigation of accelerated acquisitions in preclinical and clinical DCE-MRI trials., (Copyright © 2012 Elsevier Inc. All rights reserved.)
- Published
- 2012
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45. Dynamic contrast-enhanced magnetic resonance imaging as a predictor of outcome in head-and-neck squamous cell carcinoma patients with nodal metastases.
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Shukla-Dave A, Lee NY, Jansen JF, Thaler HT, Stambuk HE, Fury MG, Patel SG, Moreira AL, Sherman E, Karimi S, Wang Y, Kraus D, Shah JP, Pfister DG, and Koutcher JA
- Subjects
- Adult, Aged, Aged, 80 and over, Analysis of Variance, Carcinoma, Squamous Cell mortality, Carcinoma, Squamous Cell pathology, Carcinoma, Squamous Cell secondary, Carcinoma, Squamous Cell therapy, Chemoradiotherapy methods, Disease-Free Survival, Female, Follow-Up Studies, Gadolinium DTPA, Humans, Lymphatic Metastasis, Male, Middle Aged, Mouth Neoplasms mortality, Mouth Neoplasms pathology, Mouth Neoplasms secondary, Mouth Neoplasms therapy, Neoplasm Staging, Oropharyngeal Neoplasms mortality, Oropharyngeal Neoplasms pathology, Oropharyngeal Neoplasms secondary, Oropharyngeal Neoplasms therapy, Proportional Hazards Models, Retrospective Studies, Statistics, Nonparametric, Treatment Outcome, Carcinoma, Squamous Cell diagnosis, Contrast Media, Magnetic Resonance Imaging methods, Mouth Neoplasms diagnosis, Oropharyngeal Neoplasms diagnosis
- Abstract
Purpose: Dynamic contrast-enhanced MRI (DCE-MRI) can provide information regarding tumor perfusion and permeability and has shown prognostic value in certain tumors types. The goal of this study was to assess the prognostic value of pretreatment DCE-MRI in head and neck squamous cell carcinoma (HNSCC) patients with nodal disease undergoing chemoradiation therapy or surgery., Methods and Materials: Seventy-four patients with histologically proven squamous cell carcinoma and neck nodal metastases were eligible for the study. Pretreatment DCE-MRI was performed on a 1.5T MRI. Clinical follow-up was a minimum of 12 months. DCE-MRI data were analyzed using the Tofts model. DCE-MRI parameters were related to treatment outcome (progression-free survival [PFS] and overall survival [OS]). Patients were grouped as no evidence of disease (NED), alive with disease (AWD), dead with disease (DOD), or dead of other causes (DOC). Prognostic significance was assessed using the log-rank test for single variables and Cox proportional hazards regression for combinations of variables., Results: At last clinical follow-up, for Stage III, all 12 patients were NED. For Stage IV, 43 patients were NED, 4 were AWD, 11 were DOD, and 4 were DOC. K(trans) is volume transfer constant. In a stepwise Cox regression, skewness of K(trans) (volume transfer constant) was the strongest predictor for Stage IV patients (PFS and OS: p <0.001)., Conclusion: Our study shows that skewness of K(trans) was the strongest predictor of PFS and OS in Stage IV HNSCC patients with nodal disease. This study suggests an important role for pretreatment DCE-MRI parameter K(trans) as a predictor of outcome in these patients., (Copyright © 2012 Elsevier Inc. All rights reserved.)
- Published
- 2012
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46. Lactate is a mediator of metabolic cooperation between stromal carcinoma associated fibroblasts and glycolytic tumor cells in the tumor microenvironment.
- Author
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Rattigan YI, Patel BB, Ackerstaff E, Sukenick G, Koutcher JA, Glod JW, and Banerjee D
- Subjects
- Breast Neoplasms pathology, Carcinoma pathology, Cell Communication drug effects, Cell Communication physiology, Cell Line, Tumor, Female, Fibroblasts drug effects, Fibroblasts metabolism, Fibroblasts pathology, Fibroblasts physiology, Glycolysis physiology, Humans, Hypoxia metabolism, Hypoxia pathology, Mesenchymal Stem Cells metabolism, Mesenchymal Stem Cells pathology, Paracrine Communication drug effects, Paracrine Communication physiology, Stromal Cells metabolism, Stromal Cells pathology, Tumor Microenvironment physiology, Breast Neoplasms metabolism, Carcinoma metabolism, Glycolysis drug effects, Lactic Acid pharmacology, Metabolic Networks and Pathways drug effects, Stromal Cells drug effects, Tumor Microenvironment drug effects
- Abstract
Human mesenchymal stem cells (hMSCs) are bone marrow-derived stromal cells, which play a role in tumor progression. We have shown earlier that breast cancer cells secrete higher levels of interleukin-6 (IL-6) under hypoxia, leading to the recruitment of hMSCs towards hypoxic tumor cells. We found that (i) MDA-MB-231 cells secrete significantly higher levels of lactate (3-fold more) under hypoxia (1% O(2)) than under 20% O(2) and (ii) lactate recruits hMSCs towards tumor cells by activating signaling pathways to enhance migration. The mRNA and protein expression of functional MCT1 in hMSCs is increased in response to lactate exposure. Thus, we hypothesized that hMSCs and stromal carcinoma associated fibroblasts (CAFs) in the tumor microenvironment have the capacity to take up lactate expelled from tumor cells and use it as a source of energy. Our (13)C NMR spectroscopic measurements indicate that (13)C-lactate is converted to (13)C-alpha ketoglutarate in hMSCs and CAFs supporting this hypothesis. To our knowledge this is the first in vitro model system demonstrating that hMSCs and CAFs can utilize lactate produced by tumor cells., (Copyright © 2011 Elsevier Inc. All rights reserved.)
- Published
- 2012
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47. Lactate MRSI and DCE MRI as surrogate markers of prostate tumor aggressiveness.
- Author
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Yaligar J, Thakur SB, Bokacheva L, Carlin S, Thaler HT, Rizwan A, Lupu ME, Wang Y, Matei CC, Zakian KL, and Koutcher JA
- Subjects
- Animals, Cell Hypoxia, Immunohistochemistry, Male, Necrosis, Neoplasm Invasiveness, Prostatic Neoplasms metabolism, Rats, Tumor Burden, Biomarkers, Tumor metabolism, Contrast Media, Lactic Acid metabolism, Magnetic Resonance Imaging methods, Magnetic Resonance Spectroscopy methods, Prostatic Neoplasms diagnosis, Prostatic Neoplasms pathology
- Abstract
Longitudinal studies of lactate MRSI and dynamic contrast-enhanced MRI were performed at 4.7 T in two prostate tumor models grown in rats, Dunning R3327-AT (AT) and Dunning R3327-H (H), to determine the potential of lactate and the perfusion/permeability parameter Ak(ep) as markers of tumor aggressiveness. Subcutaneous AT (n = 12) and H (n = 6) tumors were studied at different volumes between 100 and 2900 mm(3) (Groups 1-5). Lactate concentration was determined using selective multiple quantum coherence MRSI with the phantom substitution method. Tumor enhancement after the administration of gadolinium diethylenetriaminepenta-acetic acid was analyzed using the Brix-Hoffmann model and the Ak(ep) parameter was used as a measure of tumor perfusion/permeability. Lactate was not detected in the smallest AT tumors (Group 1; 100-270 mm(3) ). In larger AT tumors, the lactate concentration increased from 2.8 ± 1.0 mm (Group 2; 290-700 mm(3)) to 8.4 ± 2.9 mm (Group 3; 1000-1340 mm(3)) and 8.2 ± 2.2 mm (Group 4; 1380-1750 mm(3) ), and then decreased to 5.0 ± 1.7 mm (Group 5; 1900-2500 mm(3)), and was consistently higher in the tumor core than in the rim. Lactate was not detected in any of the H tumors. The mean tumor Ak(ep) values decreased with increasing volume in both tumor types, but were significantly higher in H tumors. In AT tumors, the Ak(ep) values were significantly higher in the rim than in the core. Histological hypoxic and necrotic fractions in AT tumors increased with volume from 0% in Group 1 to about 20% and 30%, respectively, in Group 5. Minimal amounts of hypoxia and necrosis were found in H tumors of all sizes. Thus, the presence of lactate and heterogeneous perfusion/permeability are signatures of aggressive, metabolically deprived tumors., (Copyright © 2011 John Wiley & Sons, Ltd.)
- Published
- 2012
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48. Preclinical study of treatment response in HCT-116 cells and xenografts with (1) H-decoupled (31) P MRS.
- Author
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Darpolor MM, Kennealey PT, Le HC, Zakian KL, Ackerstaff E, Rizwan A, Chen JH, Sambol EB, Schwartz GK, Singer S, and Koutcher JA
- Subjects
- Animals, Antineoplastic Agents pharmacology, Antineoplastic Agents therapeutic use, Antineoplastic Combined Chemotherapy Protocols pharmacology, Antineoplastic Combined Chemotherapy Protocols therapeutic use, Apoptosis drug effects, Camptothecin analogs & derivatives, Camptothecin pharmacology, Camptothecin therapeutic use, Cell Cycle drug effects, Choline Kinase isolation & purification, Choline Kinase metabolism, Choline-Phosphate Cytidylyltransferase metabolism, Female, Flavonoids pharmacology, Flavonoids therapeutic use, HCT116 Cells, Humans, Irinotecan, Mice, Phosphorus Isotopes, Piperidines pharmacology, Piperidines therapeutic use, Saccharomyces cerevisiae drug effects, Saccharomyces cerevisiae enzymology, Treatment Outcome, Colorectal Neoplasms drug therapy, Magnetic Resonance Spectroscopy methods, Protons, Xenograft Model Antitumor Assays
- Abstract
The topoisomerase I inhibitor, irinotecan, and its active metabolite SN-38 have been shown to induce G(2) /M cell cycle arrest without significant cell death in human colon carcinoma cells (HCT-116). Subsequent treatment of these G(2) /M-arrested cells with the cyclin-dependent kinase inhibitor, flavopiridol, induced these cells to undergo apoptosis. The goal of this study was to develop a noninvasive metabolic biomarker for early tumor response and target inhibition of irinotecan followed by flavopiridol treatment in a longitudinal study. A total of eleven mice bearing HCT-116 xenografts were separated into two cohorts where one cohort was administered saline and the other treated with a sequential course of irinotecan followed by flavopiridol. Each mouse xenograft was longitudinally monitored with proton ((1) H)-decoupled phosphorus ((31) P) magnetic resonance spectroscopy (MRS) before and after treatment. A statistically significant decrease in phosphocholine (p = 0.0004) and inorganic phosphate (p = 0.0103) levels were observed in HCT-116 xenografts following treatment, which were evidenced within twenty-four hours of treatment completion. Also, a significant growth delay was found in treated xenografts. To discern the underlying mechanism for the treatment response of the xenografts, in vitro HCT-116 cell cultures were investigated with enzymatic assays, cell cycle analysis, and apoptotic assays. Flavopiridol had a direct effect on choline kinase as measured by a 67% reduction in the phosphorylation of choline to phosphocholine. Cells treated with SN-38 alone underwent 83 ± 5% G(2) /M cell cycle arrest compared to untreated cells. In cells, flavopiridol alone induced 5 ± 1% apoptosis while the sequential treatment (SN-38 then flavopiridol) resulted in 39 ± 10% apoptosis. In vivo (1) H-decoupled (31) P MRS indirectly measures choline kinase activity. The decrease in phosphocholine may be a potential indicator of early tumor response to the sequential treatment of irinotecan followed by flavopiridol in noninvasive and/or longitudinal studies., (Copyright © 2011 John Wiley & Sons, Ltd.)
- Published
- 2011
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49. Discrimination of benign and malignant breast lesions by using shutter-speed dynamic contrast-enhanced MR imaging.
- Author
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Huang W, Tudorica LA, Li X, Thakur SB, Chen Y, Morris EA, Tagge IJ, Korenblit ME, Rooney WD, Koutcher JA, and Springer CS Jr
- Subjects
- Adult, Aged, Aged, 80 and over, Breast Neoplasms pathology, Contrast Media pharmacokinetics, Diagnosis, Differential, Female, Gadolinium DTPA pharmacokinetics, Humans, Image Enhancement methods, Mammography, Middle Aged, ROC Curve, Sensitivity and Specificity, Breast Diseases pathology, Magnetic Resonance Imaging methods
- Abstract
Purpose: To assess the accuracy of the shutter-speed approach compared with standard approach dynamic contrast material-enhanced magnetic resonance (MR) imaging pharmacokinetic analysis for breast cancer diagnosis., Materials and Methods: This study was approved by the institutional review board and was HIPAA compliant. Informed consent was obtained from 89 high-risk women (age range, 28-83 years) who had 92 suspicious lesions with negative findings at mammography (but visible at MR imaging). Each underwent a research dynamic contrast-enhanced MR imaging examination just prior to a clinical MR imaging-guided interventional procedure. Tumor region of interest (ROI) averaged and (for some) pixel-by-pixel dynamic contrast-enhanced time-course data, together with mean arterial input function, were subjected to serial standard and shutter-speed approach analyses to extract pharmacokinetic parameters, including rate constant for passive contrast reagent transfer between plasma and interstitium (K(trans)) and interstitial space volume fraction, or v(e). Pathologic findings were used as reference standards. Diagnostic accuracy was assessed with receiver operating characteristic analyses., Results: The pathologic analyses revealed 20 malignant and 72 benign lesions. Positive predictive value of the institutional clinical breast MR imaging protocol was 22%. At 100% sensitivity, ROI-averaged shutter-speed approach K(trans) had significantly (P = .008) higher diagnostic specificity than standard approach K(trans): 86.1% versus 77.8%. The difference in the ROI-averaged K(trans) parameter value, or ΔK(trans) (≡ K(trans) [shutter-speed approach] - K(trans) [standard approach]), had even higher specificity (88.9%). Combined use of ROI analysis and pixel-by-pixel mapping of ΔK(trans) achieved 98.6% specificity at 100% sensitivity., Conclusion: The use of the shutter-speed dynamic contrast-enhanced MR imaging method has the potential to improve breast cancer diagnostic accuracy and reduce putatively unnecessary biopsy procedures that yield benign pathologic findings., Supplemental Material: http://radiology.rsna.org/lookup/suppl/doi:10.1148/radiol.11102413/-/DC1., (RSNA, 2011)
- Published
- 2011
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50. Metabolic imaging: a link between lactate dehydrogenase A, lactate, and tumor phenotype.
- Author
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Serganova I, Rizwan A, Ni X, Thakur SB, Vider J, Russell J, Blasberg R, and Koutcher JA
- Subjects
- Animals, Cell Line, Tumor, Female, Glucose metabolism, Isoenzymes metabolism, Lactate Dehydrogenase 5, Mammary Neoplasms, Animal pathology, Mice, Mice, Nude, Neoplasm Transplantation, Phenotype, RNA, Messenger metabolism, L-Lactate Dehydrogenase metabolism, Lactic Acid metabolism, Mammary Neoplasms, Animal metabolism
- Abstract
Purpose: We compared the metabolic profiles and the association between LDH-A expression and lactate production in two isogenic murine breast cancer cell lines and tumors (67NR and 4T1). These cell lines were derived from a single mammary tumor and have different growth and metabolic phenotypes., Experimental Design: LDH-A expression, lactate concentration, glucose utilization, and oxygen consumption were measured in cells, and the potential relationship between tumor lactate levels [measured by magnetic resonance spectroscopic imaging (MRSI)] and tumor glucose utilization [measured by [(18)F]2-deoxy-2-fluoro-D-glucose positron emission tomography ([(18)F]FDG-PET)] was assessed in orthotopic breast tumors derived from these cell lines., Results: We show a substantial difference in LDH-A expression between 67NR and 4T1 cells under normoxia and hypoxia. We also show that small orthotopic 4T1 tumors generate 10-fold more lactate than corresponding 67NR tumors. The high lactate levels in small primary 4T1 tumors are associated with intense pimonidazole staining (a hypoxia indicator). Less-intense hypoxia staining was observed in the larger 67NR tumors and is consistent with the gradual increase and plateau of lactate concentration in enlarging 67NR tumors., Conclusions: Lactate-MRSI has a greater dynamic range than [(18)F]FDG-PET and may be a more sensitive measure with which to evaluate the aggressive and metastatic potential of primary breast tumors., (©2011 AACR)
- Published
- 2011
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