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1.
Mol Cell Proteomics ; 18(1): 151-161, 2019 01.
Article in English | MEDLINE | ID: mdl-30293968

ABSTRACT

Aberrant protease activity has been implicated in the etiology of various prevalent diseases including neurodegeneration and cancer, in particular metastasis. Matrix-assisted laser desorption/ionization (MALDI) mass spectrometry imaging (MSI) has recently been established as a key technology for bioanalysis of multiple biomolecular classes such as proteins, lipids, and glycans. However, it has not yet been systematically explored for investigation of a tissue's endogenous protease activity. In this study, we demonstrate that different tissues, spray-coated with substance P as a tracer, digest this peptide with different time-course profiles. Furthermore, we reveal that distinct cleavage products originating from substance P are generated transiently and that proteolysis can be attenuated by protease inhibitors in a concentration-dependent manner. To show the translational potential of the method, we analyzed protease activity of gastric carcinoma in mice. Our MSI and quantitative proteomics results reveal differential distribution of protease activity - with strongest activity being observed in mouse tumor tissue, suggesting the general applicability of the workflow in animal pharmacology and clinical studies.


Subject(s)
Peptide Hydrolases/metabolism , Proteomics/methods , Stomach Neoplasms/metabolism , Animals , Mice , Neoplasms, Experimental/metabolism , Proteolysis , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization
2.
Sci Rep ; 8(1): 11260, 2018 07 26.
Article in English | MEDLINE | ID: mdl-30050068

ABSTRACT

Recent advances in matrix-assisted laser desorption/ionization (MALDI) mass spectrometry have enabled whole cell-MALDI mass spectrometry biotyping of drug-treated cultured cells for rapid monitoring of known abundant pharmacodynamic protein markers such as polyacetylated histones. In contrast, generic and automated analytical workflows for discovery of such pharmacodynamic markers, in particular lipid markers, and their use in cellular tests of drug-like compounds are still lacking. Here, we introduce such a workflow and demonstrate its utility for cellular drug-response monitoring of BCR-ABL tyrosine kinase inhibitors in K562 leukemia cells: First, low-molecular mass features indicating drug responses are computationally extracted from groups of MALDI-TOF mass spectra. Then, the lipids/metabolites corresponding to these features are identified by MALDI-Fourier transformation mass spectrometry. To demonstrate utility of the method, we identify the potassium adduct of phosphatidylcholine PC(36:1) as well as heme B, a marker for erythroid differentiation, as markers for a label-free MALDI MS-based test of cellular responses to BCR-ABL inhibitors. Taken together, these results suggest that MALDI-TOF mass spectrometry of lipids and other low molecular mass metabolites could support cell-based drug profiling.


Subject(s)
Biological Factors/analysis , Fusion Proteins, bcr-abl/antagonists & inhibitors , Protein Kinase Inhibitors/metabolism , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Humans , K562 Cells , Spectroscopy, Fourier Transform Infrared/methods
3.
Sci Rep ; 8(1): 6361, 2018 Apr 18.
Article in English | MEDLINE | ID: mdl-29670167

ABSTRACT

A correction to this article has been published and is linked from the HTML and PDF versions of this paper. The error has been fixed in the paper.

4.
Biochim Biophys Acta Proteins Proteom ; 1865(7): 907-915, 2017 Jul.
Article in English | MEDLINE | ID: mdl-27599305

ABSTRACT

On-slide digestion of formalin-fixed and paraffin-embedded human biopsy tissue followed by mass spectrometry imaging of resulting peptides may have the potential to become an additional analytical modality in future ePathology. Multiple workflows have been described for dewaxing, antigen retrieval, digestion and imaging in the past decade. However, little is known about suitable statistical scores for method comparison and systematic workflow standardization required for development of processes that would be robust enough to be compatible with clinical routine. To define scores for homogeneity of tissue processing and imaging as well as inter-day repeatability for five different processing methods, we used human liver and gastrointestinal stromal tumor tissue, both judged by an expert pathologist to be >98% histologically homogeneous. For mean spectra-based as well as pixel-wise data analysis, we propose the coefficient of determination R2, the natural fold-change (natFC) value and the digest efficiency DE% as readily accessible scores. Moreover, we introduce two scores derived from principal component analysis, the variance of the mean absolute deviation, MAD, and the interclass overlap, Joverlap, as computational scores that may help to avoid user bias during future workflow development. This article is part of a Special Issue entitled: MALDI Imaging, edited by Dr. Corinna Henkel and Prof. Peter Hoffmann.


Subject(s)
Formaldehyde/chemistry , Paraffin/chemistry , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/standards , Antigens/chemistry , Gastrointestinal Neoplasms/diagnosis , Gastrointestinal Neoplasms/pathology , Humans , Liver Neoplasms/diagnosis , Liver Neoplasms/pathology , Peptides/chemistry
5.
Sci Rep ; 6: 33791, 2016 09 21.
Article in English | MEDLINE | ID: mdl-27650487

ABSTRACT

Phospholipids have excellent biocompatibility and are therefore often used as main components of liposomal drug carriers. In traditional bioanalytics, the in-vivo distribution of liposomal drug carriers is assessed using radiolabeled liposomal constituents. This study presents matrix-assisted laser desorption/ionization mass spectrometry imaging (MALDI MSI) as an alternative, label-free method for ex-vivo molecular imaging of liposomal drug carriers in mouse tissue. To this end, indocyanine green as cargo and two liposomal markers, 1,2-dipalmitoyl-sn-glycero-3-phosphoglycerol (DPPG) and 1,2-distearoyl-sn-glycero-3-phosphoethanolamine conjugated with monodisperse polyethylene glycol (PEG36-DSPE) were incorporated into liposomal carriers and administered to mice. We used MALDI MSI of the two lipid markers in both positive and negative ion mode for visualization of liposome integrity and distribution in mouse organs. Additional MSI of hemoglobin in the same tissue slice and pixel-by-pixel computational analysis of co-occurrence of lipid markers and hemoglobin served as indicator of liposome localization either in parenchyma or in blood vessels. Our proof-of-concept study suggests that liposomal components and indocyanine green distributed into all investigated organs.


Subject(s)
Brain , Indocyanine Green , Molecular Imaging/methods , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods , Animals , Brain/diagnostic imaging , Brain/metabolism , Indocyanine Green/chemistry , Indocyanine Green/pharmacokinetics , Indocyanine Green/pharmacology , Liposomes , Male , Mice , Phosphatidylethanolamines/chemistry , Phosphatidylethanolamines/pharmacokinetics , Phosphatidylethanolamines/pharmacology , Phosphatidylglycerols/chemistry , Phosphatidylglycerols/pharmacokinetics , Phosphatidylglycerols/pharmacology , Polyethylene Glycols/chemistry , Polyethylene Glycols/pharmacokinetics , Polyethylene Glycols/pharmacology
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