Quantitation of Endogenous Metabolites in Mouse Tumors Using Mass-Spectrometry Imaging.
John G SwalesAlex DexterGregory HammAnna NilssonNicole StrittmatterFilippos MichopoulosChristopher HardyPablo Morentin-GutierrezMartine MellorPer E AndrenMalcolm R ClenchJosephine BunchSusan E CritchlowRichard J A GoodwinPublished in: Analytical chemistry (2018)
Described is a quantitative-mass-spectrometry-imaging (qMSI) methodology for the analysis of lactate and glutamate distributions in order to delineate heterogeneity among mouse tumor models used to support drug-discovery efficacy testing. We evaluate and report on preanalysis-stabilization methods aimed at improving the reproducibility and efficiency of quantitative assessments of endogenous molecules in tissues. Stability experiments demonstrate that optimum stabilization protocols consist of frozen-tissue embedding, post-tissue-sectioning desiccation, and storage at -80 °C of tissue sections sealed in vacuum-tight containers. Optimized stabilization protocols are used in combination with qMSI methodology for the absolute quantitation of lactate and glutamate in tumors, incorporating the use of two different stable-isotope-labeled versions of each analyte and spectral-clustering performed on each tissue section using k-means clustering to allow region-specific, pixel-by-pixel quantitation. Region-specific qMSI was used to screen different tumor models and identify a phenotype that has low lactate heterogeneity, which will enable accurate measurements of lactate modulation in future drug-discovery studies. We conclude that using optimized qMSI protocols, it is possible to quantify endogenous metabolites within tumors, and region-specific quantitation can provide valuable insight into tissue heterogeneity and the tumor microenvironment.
Keyphrases
- mass spectrometry
- drug discovery
- high resolution
- ms ms
- liquid chromatography
- high performance liquid chromatography
- single cell
- liquid chromatography tandem mass spectrometry
- tandem mass spectrometry
- gas chromatography
- capillary electrophoresis
- gene expression
- high throughput
- magnetic resonance
- rna seq
- computed tomography
- current status