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1.
Anal Chem ; 91(15): 9522-9529, 2019 08 06.
Article in English | MEDLINE | ID: mdl-31265253

ABSTRACT

Multicellular tumor spheroids (MTS) are a well-established model system for drug development and are a valuable in vitro research tool for use prior to employing animal models. These 3D-cell cultures are thought to display chemical gradients of oxygen and nutrients throughout their structure, giving rise to distinct microenvironments in radial layers, thus, mimicking the pathophysiological environment of a tumor. Little is known about the localized distributions of metabolites within these microenvironments. To address this, here we utilize high spectral resolution Fourier-transform ion cyclotron resonance (FT-ICR), MALDI mass spectrometry imaging (MSI) to image the distribution of endogenous metabolites in breast cancer MCF-7 spheroids. We show that known specific metabolite markers (adenosine phosphates and glutathione) indicate that the central region of these cell culture models experiences increased hypoxic and oxidative stress. By using discriminatory analysis, we have identified which m/z values localize toward the outer proliferative or central hypoxic regions of an MTS. Elemental formulae were assigned with sub-ppm mass accuracy, allowing metabolite assignment. Using this information, we have mapped these metabolites back to distinct pathways to improve our understanding of the molecular environment and biochemistry of these tumor models.


Subject(s)
Spheroids, Cellular/metabolism , Tumor Microenvironment , Biomarkers, Tumor , Cyclotrons , Fourier Analysis , Humans , MCF-7 Cells , Metabolomics
2.
Anal Chem ; 90(15): 8742-8749, 2018 08 07.
Article in English | MEDLINE | ID: mdl-29863333

ABSTRACT

Successful matrix-assisted laser desorption ionization (MALDI) mass spectrometry imaging (MSI) relies on the selection of the most appropriate matrix and optimization of the matrix application parameters. In order to achieve reproducible high spatial-resolution imaging data, several commercially available automated matrix application platforms have become available. However, the high cost of these commercial matrix sprayers is restricting access into this emerging research field. Here, we report an automated platform for matrix deposition, employing a converted commercially available 3D printer ($300) and other parts commonly found in an analytical chemistry lab as a low-cost alternative to commercial sprayers. Using printed fluorescent rhodamine B microarrays and employing experimental design, the matrix deposition parameters were optimized to minimize surface analyte diffusion. Finally, the optimized matrix application method was applied to image three-dimensional MCF-7 cell culture spheroid sections (ca. 500 µm diameter tissue samples) and sections of mouse brain. Using this system, we demonstrate robust and reproducible observations of endogenous metabolite and steroid distributions with a high spatial resolution.


Subject(s)
Imaging, Three-Dimensional/instrumentation , Optical Imaging/instrumentation , Printing, Three-Dimensional/instrumentation , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/instrumentation , Animals , Brain Chemistry , Equipment Design , Humans , Imaging, Three-Dimensional/methods , MCF-7 Cells , Male , Mice, Inbred C57BL , Optical Imaging/methods , Rhodamines/analysis , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods
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