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1.
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
2.
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
3.
Neoplasia ; 17(8): 671-84, 2015 Aug.
Article in English | MEDLINE | ID: mdl-26408259

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.


Subject(s)
Adaptation, Physiological , Glucose/metabolism , Glutamine/metabolism , Tumor Microenvironment , 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
4.
Proc Natl Acad Sci U S A ; 111(20): 7254-9, 2014 May 20.
Article in English | MEDLINE | ID: mdl-24785505

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.


Subject(s)
Positron-Emission Tomography , Prostatic Neoplasms/diagnostic imaging , Radiopharmaceuticals/pharmacology , 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
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