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1.
Biomed Opt Express ; 14(11): 5764-5780, 2023 Nov 01.
Article in English | MEDLINE | ID: mdl-38021123

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 (D2O)-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.

2.
Neuro Oncol ; 25(12): 2165-2176, 2023 12 08.
Article in English | MEDLINE | ID: mdl-37399061

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.


Subject(s)
Brain Neoplasms , Glioblastoma , Hyperglycemia , Metformin , Humans , Animals , Mice , Glioblastoma/drug therapy , Glioblastoma/pathology , Phosphatidylinositol 3-Kinase/pharmacology , Phosphatidylinositol 3-Kinase/therapeutic use , Phosphatidylinositol 3-Kinases , Insulin/pharmacology , Insulin/therapeutic use , Feedback , Retrospective Studies , Brain Neoplasms/drug therapy , Brain Neoplasms/pathology , Cell Proliferation , Hyperglycemia/drug therapy , Metformin/pharmacology , Metformin/therapeutic use , Hypoglycemic Agents/pharmacology , Hypoglycemic Agents/therapeutic use , Cell Line, Tumor , Tumor Microenvironment
3.
Nature ; 591(7851): 652-658, 2021 03.
Article in English | MEDLINE | ID: mdl-33588426

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 cells1. 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.


Subject(s)
CTLA-4 Antigen/antagonists & inhibitors , Glycolysis , Neoplasms/immunology , Neoplasms/metabolism , T-Lymphocytes, Regulatory/immunology , 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
4.
Eur Radiol Exp ; 5(1): 5, 2021 01 15.
Article in English | MEDLINE | ID: mdl-33447887

ABSTRACT

This review describes a cellular adaptive stress signalling roadmap connecting the 1H magnetic resonance spectroscopy (MRS) total choline peak at 3.2 ppm (tCho) to cancer response after targeted therapy (TT). Recent research on cell signalling, tCho metabolism, and TT of cancer has been retrospectively re-examined. Signalling research describes how the unfolded protein response (UPR), a major stress signalling network, transduces, regulates, and rewires the total membrane turnover in different cancer hallmarks after a TT stress. In particular, the UPR signalling maintains or increases total membrane turnover in all pro-survival hallmarks, whilst dramatically decreases turnover during apoptosis, a pro-death hallmark. Recent research depicts the TT-induced stress as a crucial event responsible for interrupting UPR pro-survival pathways, leading to an UPR-mediated cell death. The 1H-MRS tCho resonance represents the total mobile precursors and products during the enzymatic modification of phosphatidylcholine membrane abundance. The tCho profile represents a biomarker that noninvasively monitors TT-induced enzymatic changes in total membrane turnover in a wide variety of existing and new anticancer treatments targeting specific layers of the UPR signalling network. Our overview strongly suggests further evaluating and validating the 1H-MRS tCho peak as a powerful noninvasive imaging biomarker of cancer response in TT clinical trials.


Subject(s)
Choline , Neoplasms , Humans , Magnetic Resonance Spectroscopy , Neoplasms/diagnostic imaging , Neoplasms/drug therapy , Proton Magnetic Resonance Spectroscopy , Retrospective Studies
5.
Mol Ther Oncolytics ; 18: 382-395, 2020 Sep 25.
Article in English | MEDLINE | ID: mdl-32913888

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.

6.
Sci Rep ; 10(1): 13826, 2020 Aug 11.
Article in English | MEDLINE | ID: mdl-32778663

ABSTRACT

An amendment to this paper has been published and can be accessed via a link at the top of the paper.

7.
Sci Rep ; 10(1): 10379, 2020 06 25.
Article in English | MEDLINE | ID: mdl-32587315

ABSTRACT

The emergence of PET probes for amyloid plaques and neurofibrillary tangles, hallmarks of Alzheimer disease (AD), enables monitoring of pathology in AD mouse models. However, small-animal PET imaging is limited by coarse spatial resolution. We have installed a custom-fabricated PET insert into our small-animal MRI instrument and used PET/MRI hybrid imaging to define regions of amyloid vulnerability in 5xFAD mice. We compared fluorine-18 [18F]-Florbetapir uptake in the 5xFAD brain by dedicated small-animal PET/MRI and PET/CT to validate the quantitative measurement of PET/MRI. Next, we used PET/MRI to define uptake in six brain regions. As expected, uptake was comparable to wild-type in the cerebellum and elevated in the cortex and hippocampus, regions implicated in AD. Interestingly, uptake was highest in the thalamus, a region often overlooked in AD studies. Development of small-animal PET/MRI enables tracking of brain region-specific pathology in mouse models, which may prove invaluable to understanding AD progression and therapeutic development.


Subject(s)
Alzheimer Disease/pathology , Disease Models, Animal , Hippocampus/pathology , Magnetic Resonance Imaging/methods , Plaque, Amyloid/pathology , Positron-Emission Tomography/methods , Thalamus/pathology , Alzheimer Disease/diagnostic imaging , Alzheimer Disease/metabolism , Animals , Fluorine Radioisotopes/metabolism , Hippocampus/diagnostic imaging , Hippocampus/metabolism , Mice , Mice, Inbred C57BL , Plaque, Amyloid/diagnostic imaging , Plaque, Amyloid/metabolism , Radiopharmaceuticals/metabolism , Thalamus/diagnostic imaging , Thalamus/metabolism
8.
EJNMMI Res ; 10(1): 37, 2020 Apr 16.
Article in English | MEDLINE | ID: mdl-32301036

ABSTRACT

PURPOSE: Knowing the precise flow of cerebrospinal fluid (CSF) is important in the management of multiple neurological diseases. Technology for non-invasively quantifying CSF flow would allow for precise localization of injury and assist in evaluating the viability of certain devices placed in the central nervous system (CNS). METHODS: We describe a near-infrared fluorescent dye for accurately monitoring CSF flow by positron emission tomography (PET) and fluorescence. IR-783, a commercially available near-infrared dye, was chemically modified and radiolabeled with fluorine-18 to give [18F]-IR783-AMBF3. [18F]-IR783-AMBF3 was intrathecally injected into the rat models with normal and aberrant CSF flow and evaluated by the fluorescence and PET/MRI or PET/CT imaging modes. RESULTS: IR783-AMBF3 was clearly distributed in CSF-containing volumes by PET and fluorescence. We compared IR783-AMBF3 (fluorescent at 778/793 nm, ex/em) to a shorter-wavelength, fluorescein equivalent (fluorescent at 495/511 nm, ex/em). IR783-AMBF3 was superior for its ability to image through blood (hemorrhage) and for imaging CSF-flow, through-skin, in subdural-run lumboperitoneal shunts. IR783-AMBF3 was safe under the tested dosage both in vitro and in vivo. CONCLUSION: The superior imaging properties of IR783-AMBF3 could lead to enhanced accuracy in the treatment of patients and would assist surgeons in non-invasively diagnosing diseases of the CNS.

9.
J Biophotonics ; 13(7): e202000005, 2020 07.
Article in English | MEDLINE | ID: mdl-32219996

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.


Subject(s)
Breast Neoplasms , Second Harmonic Generation Microscopy , Triple Negative Breast Neoplasms , Breast , Breast Neoplasms/diagnostic imaging , Female , Humans , Mammography , Spectrum Analysis, Raman , Triple Negative Breast Neoplasms/diagnostic imaging
10.
Sci Rep ; 9(1): 857, 2019 01 29.
Article in English | MEDLINE | ID: mdl-30696910

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.


Subject(s)
Antineoplastic Agents/therapeutic use , Biomarkers, Pharmacological/metabolism , Breast Neoplasms/immunology , Immunotherapy/methods , Iron/metabolism , Macrophages/metabolism , Receptors, Granulocyte-Macrophage Colony-Stimulating Factor/antagonists & inhibitors , 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
11.
J Clin Invest ; 129(2): 786-801, 2019 02 01.
Article in English | MEDLINE | ID: mdl-30480549

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.


Subject(s)
Homologous Recombination , Neoplasms , Reperfusion Injury , Signal Transduction , Animals , Cell Line, Tumor , Chromatin/genetics , Chromatin/metabolism , Humans , Mice , Neoplasm Proteins/genetics , Neoplasm Proteins/metabolism , Neoplasms/genetics , Neoplasms/metabolism , Neoplasms/pathology , Neoplasms/radiotherapy , Signal Transduction/genetics , Signal Transduction/radiation effects , Small Ubiquitin-Related Modifier Proteins/genetics , Small Ubiquitin-Related Modifier Proteins/metabolism , Ubiquitins/genetics , Ubiquitins/metabolism
12.
Contrast Media Mol Imaging ; 2018: 3526438, 2018.
Article in English | MEDLINE | ID: mdl-30510494

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.


Subject(s)
Breast Neoplasms/diagnostic imaging , Contrast Media/chemistry , Iron/analysis , Macrophages/metabolism , Magnetic Resonance Imaging/methods , Nanoparticles/therapeutic use , Animals , Breast Neoplasms/pathology , Humans , Image Processing, Computer-Assisted , Macrophages/pathology , Mice , Spatial Analysis
13.
PLoS One ; 13(9): e0203965, 2018.
Article in English | MEDLINE | ID: mdl-30248111

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.


Subject(s)
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 , 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
14.
Magn Reson Med ; 79(3): 1736-1744, 2018 03.
Article in English | MEDLINE | ID: mdl-28727185

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.


Subject(s)
Image Interpretation, Computer-Assisted/methods , Magnetic Resonance Imaging/methods , Neoplasms/diagnostic imaging , Neovascularization, Pathologic/diagnostic imaging , Pattern Recognition, Automated/methods , Algorithms , Contrast Media/chemistry , Contrast Media/pharmacokinetics , Humans , Neoplasms/blood supply , Principal Component Analysis
15.
PLoS One ; 12(9): e0184765, 2017.
Article in English | MEDLINE | ID: mdl-28898277

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.


Subject(s)
Hemosiderin/metabolism , Iron/metabolism , Macrophages/metabolism , Mammary Neoplasms, Experimental/diagnostic imaging , Animals , Cytoplasmic Granules/metabolism , Cytoplasmic Granules/pathology , Female , Macrophages/pathology , Magnetic Resonance Imaging , Mammary Neoplasms, Experimental/pathology , Mice , Neoplasm Metastasis
16.
Sci Rep ; 7(1): 11632, 2017 09 14.
Article in English | MEDLINE | ID: mdl-28912459

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.


Subject(s)
Iron Chelating Agents/pharmacology , Iron/metabolism , Macrophages/drug effects , Macrophages/metabolism , Prostatic Neoplasms/metabolism , Prostatic Neoplasms/pathology , 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
17.
NMR Biomed ; 30(6)2017 Jun.
Article in English | MEDLINE | ID: mdl-28272795

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.


Subject(s)
Prostatic Neoplasms/pathology , Pyridones/pharmacology , 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
18.
Cell Rep ; 18(12): 2893-2906, 2017 03 21.
Article in English | MEDLINE | ID: mdl-28329682

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.


Subject(s)
Carcinoma, Renal Cell/metabolism , HMGB Proteins/metabolism , Kidney Neoplasms/metabolism , Nuclear Proteins/metabolism , Transcription Factors/metabolism , Von Hippel-Lindau Tumor Suppressor Protein/metabolism , 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
19.
Exp Cell Res ; 352(1): 20-33, 2017 03 01.
Article in English | MEDLINE | ID: mdl-28132882

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.


Subject(s)
Breast Neoplasms/metabolism , Fibroblasts/metabolism , Lactic Acid/metabolism , Pyruvic Acid/metabolism , Stromal Cells/metabolism , Tumor Microenvironment , Autocrine Communication , Breast Neoplasms/pathology , Carbon Radioisotopes/metabolism , Cell Communication , Cells, Cultured , Female , Fibroblasts/pathology , Glycolysis , Humans , Metabolic Networks and Pathways , Stromal Cells/pathology
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