151
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Abstract
The analysis of insoluble proteins represents a major technical challenge for the field of proteomics. For example, membrane proteins are often insoluble in common solvents and represent 20–30% of the proteins encoded by the human genome. Chemical analysis on an individual basis is often required and is laborious and time-consuming. This review presents an overview of methods for purification of expressed proteins using fusion tags as well as methods for analysis of insoluble proteins by mass spectrometry with a goal of achieving high-throughput analysis.
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152
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Imaging mass spectrometry for the assessment of drugs and metabolites in tissue. Bioanalysis 2009; 1:309-19. [DOI: 10.4155/bio.09.33] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
Abstract
The study of drug distribution within biological tissue is a key part of the development of new pharmaceuticals. Matrix-assisted laser desorption ionization–mass spectrometric imaging is a powerful new imaging technique that can be used to study the distribution of a diverse range of endogenous and xenobiotic compounds within biological tissue. Here, fundamental aspects of the technique, appropriate instrumentation and applications in the study of xenobiotics and metabolite distribution are described. Sample preparation issues and some of the challenges in data interpretation/handling are also discussed.
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153
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Chan K, Lanthier P, Liu X, Sandhu JK, Stanimirovic D, Li J. MALDI mass spectrometry imaging of gangliosides in mouse brain using ionic liquid matrix. Anal Chim Acta 2009; 639:57-61. [DOI: 10.1016/j.aca.2009.02.051] [Citation(s) in RCA: 74] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2009] [Revised: 02/23/2009] [Accepted: 02/26/2009] [Indexed: 01/19/2023]
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154
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Ageta H, Asai S, Sugiura Y, Goto-Inoue N, Zaima N, Setou M. Layer-specific sulfatide localization in rat hippocampus middle molecular layer is revealed by nanoparticle-assisted laser desorption/ionization imaging mass spectrometry. Med Mol Morphol 2009; 42:16-23. [PMID: 19294488 DOI: 10.1007/s00795-008-0427-6] [Citation(s) in RCA: 51] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2008] [Accepted: 10/29/2008] [Indexed: 12/11/2022]
Abstract
Lipids are major structural component of the brain and play key roles in signaling functions in the central nervous system (CNS), such as the hippocampus. In particular, sulfatide is an abundant glycosphingolipid component of both the central and the peripheral nervous system and is an essential lipid component of myelin membranes. Lack of sulfatide is observed in myelin deformation and neurological deficits. Previous studies with antisulfatide antibody have investigated distribution of sulfatide expression in neurons; however, this method cannot distinguish the differences of sulfatide lipid species raised by difference of carbon-chain length in the ceramide portion in addition to the differences of sulfatide and seminolipid. In this study, we solved the problem by our recently developed nanoparticle-assisted laser desorption/ionization (nano-PALDI)-based imaging mass spectrometry (IMS). We revealed that the level of sulfatide in the middle molecular layer was significantly higher than that in granule cell layers and the inner molecular layer in the dentate gyrus of rat hippocampus.
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Affiliation(s)
- Hiroshi Ageta
- Mitsubishi Kagaku Institute of Life Sciences (MITILS), Tokyo, Japan
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155
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Pevsner PH, Melamed J, Remsen T, Kogos A, Francois F, Kessler P, Stern A, Anand S. Mass spectrometry MALDI imaging of colon cancer biomarkers: a new diagnostic paradigm. Biomark Med 2009; 3:55-69. [DOI: 10.2217/17520363.3.1.55] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Colorectal cancer (CRC), is the second-leading cause of cancer-related deaths in the USA, affecting both men and women. Current projections show little or no change since the publication of a morbidity and mortality study in 2005. The projected number of new cases for 2008 is 154,000, and the projected number of CRC cancer deaths for 2008 is 53,000. The standard diagnostic paradigm is based on histopathology of either biopsy or surgical specimens. This article suggests a new paradigm for colon cancer diagnosis and staging using matrix-assisted laser desorption/ionization imaging mass spectrometry (MALDI IMS or IMS). IMS may identify potential tumors in normal tissue of cancer patients and predict those cancer patients who are at risk for recurrent cancer.
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Affiliation(s)
- Paul H Pevsner
- Department of Pharmacology, New York University School of Medicine, New York, NY, USA
| | - Jonathan Melamed
- Department of Pathology, New York University School of Medicine, New York, NY, USA
| | - Tiffany Remsen
- Department of Pharmacology, New York University School of Medicine, New York, NY, USA
| | - Alexander Kogos
- Department of Pharmacology, New York University School of Medicine, New York, NY, USA
| | - Fritz Francois
- Department of Medicine, Division of Gastroenterology, New York University School of Medicine, New York, NY, USA
| | - Paul Kessler
- Department of Pharmacology, New York University School of Medicine, New York, NY, USA
| | - Arnold Stern
- Department of Pharmacology, New York University School of Medicine, New York, NY, USA
| | - Sury Anand
- Department of Medicine, Division of Gastroenterology, The Brooklyn Hospital Center, Brooklyn, NY, USA
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156
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Abstract
Molecular mass spectrometric images of tissue sections facilitate precise location of biomolecules, drugs, their metabolites and the biomolecular aberrations they target. Technological developments are rapidly expanding the capabilities of imaging mass spectrometers. Speed, resolution, sensitivity, and sample preparation protocols are no longer limiting factors in its application.
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Affiliation(s)
- A F Maarten Altelaar
- FOM Institute for Atomic and Molecular Physics FOM-AMOLF, Amsterdam, The Netherlands
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157
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Patel SA, Barnes A, Loftus N, Martin R, Sloan P, Thakker N, Goodacre R. Imaging mass spectrometry using chemical inkjet printing reveals differential protein expression in human oral squamous cell carcinoma. Analyst 2009; 134:301-7. [DOI: 10.1039/b812533c] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
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158
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Minerva L, Clerens S, Baggerman G, Arckens L. Direct profiling and identification of peptide expression differences in the pancreas of control and ob/ob mice by imaging mass spectrometry. Proteomics 2008; 8:3763-74. [PMID: 18712771 DOI: 10.1002/pmic.200800237] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Imaging mass spectrometry (IMS) technology utilizes MALDI MS to map molecules of interest in thin tissue sections. In this study, we have evaluated the potential of MALDI IMS to study peptide expression patterns in the mouse pancreas under normal and pathological conditions, and to in situ identify peptides of interest using MS/MS. Different regions of the pancreas of both control and ob/ob mice were imaged, resulting in peptide-specific profiles. The distribution of ions of m/z 3120 and 3439 displayed a striking resemblance with Langerhans islet's histology and, following MS/MS fragmentation and database searching were identified as C-peptide of insulin and glicentin-related polypeptide, respectively. In addition, a significant increase of the 3120 peak intensity in the obese mice was observed. This study underscores the potential of MALDI IMS to study the contribution of peptides to pancreas pathology.
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Affiliation(s)
- Laurens Minerva
- Laboratory of Neuroplasticity and Neuroproteomics, K.U.Leuven, Leuven, Belgium
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159
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Vaezzadeh AR, Simicevic J, Chauvet A, François P, Zimmermann-Ivol CG, Lescuyer P, Deshusses JPM, Hochstrasser DF. Imaging mass spectrometry using peptide isoelectric focusing. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2008; 22:2667-2676. [PMID: 18677718 DOI: 10.1002/rcm.3658] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
Imaging Mass Spectrometry (IMS) has emerged as a powerful technique in the field of proteomics. The use of Immobilized pH Gradient-IsoElectric Focusing (IPG-IEF) is also a new trend, as the first dimension of separation, in shotgun proteomics. We report a combination of these two outstanding technologies. This approach is based on the separation of shotgun-produced peptides by IPG-IEF. The peptides are then transferred by capillarity to a capture membrane, which is then scanned by the mass spectrometer to generate MS images. This high-throughput methodology allows a preview of the sample to be obtained in a single day. We report the application of this new pipeline for differential comparison of the membrane proteome of two different strains of Staphylococcus aureus bacteria in a proof-of-principle experiment.
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Affiliation(s)
- Ali R Vaezzadeh
- Biomedical Proteomics Research Group, Department of Structural Biology and Bioinformatics, Geneva University, 1 rue Michel Servet, 1211 Geneva, Switzerland.
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160
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Goodwin RJA, Pennington SR, Pitt AR. Protein and peptides in pictures: Imaging with MALDI mass spectrometry. Proteomics 2008; 8:3785-800. [DOI: 10.1002/pmic.200800320] [Citation(s) in RCA: 124] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
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161
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MALDI imaging mass spectrometry for direct tissue analysis: a new frontier for molecular histology. Histochem Cell Biol 2008; 130:421-34. [PMID: 18618129 PMCID: PMC2522327 DOI: 10.1007/s00418-008-0469-9] [Citation(s) in RCA: 223] [Impact Index Per Article: 13.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/24/2008] [Indexed: 12/13/2022]
Abstract
Matrix-assisted laser desorption/ionization (MALDI) imaging mass spectrometry (IMS) is a powerful tool for investigating the distribution of proteins and small molecules within biological systems through the in situ analysis of tissue sections. MALDI-IMS can determine the distribution of hundreds of unknown compounds in a single measurement and enables the acquisition of cellular expression profiles while maintaining the cellular and molecular integrity. In recent years, a great many advances in the practice of imaging mass spectrometry have taken place, making the technique more sensitive, robust, and ultimately useful. In this review, we focus on the current state of the art of MALDI-IMS, describe basic technological developments for MALDI-IMS of animal and human tissues, and discuss some recent applications in basic research and in clinical settings.
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162
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Chaurand P, Latham JC, Lane KB, Mobley JA, Polosukhin VV, Wirth PS, Nanney LB, Caprioli RM. Imaging mass spectrometry of intact proteins from alcohol-preserved tissue specimens: bypassing formalin fixation. J Proteome Res 2008; 7:3543-55. [PMID: 18613713 DOI: 10.1021/pr800286z] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Imaging mass spectrometry is becoming a key technology for the investigation of the molecular content of biological tissue sections in direct correlation with the underlying histology. Much of our work has been done with fresh-frozen tissue sections that has undergone minimal protein degradation between the time a tissue biopsy is sampled and the time it is snap-frozen so that no preserving or fixing agents need to be added to the frozen biopsy. However, in many sampling environments, immediate flash freezing may not be possible and so we have explored the use of ethanol-preserved, paraffin-embedded tissue specimens for proteomic analyses. Solvent-only preserved tissue specimens provide long-term preservation at room temperature, generation of high quality histological sections and little if any chemical alteration of the proteins. Using mouse organs, several key steps involved in the tissue dehydration process have been investigated to assess the potential of such preserved specimens for profiling and imaging mass spectrometry investigations.
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Affiliation(s)
- Pierre Chaurand
- Mass Spectrometry Research Center and Department of Biochemistry, Vanderbilt University School of Medicine, Nashville, TN 37232-8575, USA.
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163
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Wisztorski M, Croix D, Macagno E, Fournier I, Salzet M. Molecular MALDI imaging: an emerging technology for neuroscience studies. Dev Neurobiol 2008; 68:845-58. [PMID: 18383549 DOI: 10.1002/dneu.20623] [Citation(s) in RCA: 44] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Mass spectrometry (MS) has become an essential tool for the detection, identification, and characterization of the molecular components of biological processes, such as those responsible for the dynamic properties of the nervous system. Generally, the application of these powerful techniques requires the destruction of the specimen under study, but recent technological advances have made it possible to apply the matrix-assisted laser desorption/ionization (MALDI) MS technique directly to tissue sections. The major advantage of direct MALDI analysis is that it enables the acquisition of local molecular expression profiles, while maintaining the topographic integrity of the tissue and avoiding time-consuming extraction, purification, and separation steps, which have the potential for introducing artifacts. With automation and the ability to display complex spectral data using imaging software, it is now possible to create multiple 2D maps of selected biomolecules in register with tissue sections, a method now known as MALDI Imaging, or MSI (for Mass Spectrometry Imaging). This creates, for example, an opportunity to correlate functional states, determined a priori with live recording or imaging, with the corresponding molecular maps obtained at the time the tissue is frozen and analyzed with MSI. We review the increasing application of MALDI Imaging to the analysis of molecular distributions of proteins and peptides in nervous tissues of both vertebrates and invertebrates, focusing in particular on recent studies of neurodegenerative diseases and early efforts to implement assays of neuronal development.
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Affiliation(s)
- Maxence Wisztorski
- Equipe Imagerie MALDI, Cité Scientifique, Université des Sciences et Technologies de Lille, 59650 Villeneuve d'Ascq, France
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164
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Mineral oil-, glycerol-, and Vaseline-coated plates as matrix-assisted laser desorption/ionization sample supports for high-throughput peptide analysis. Anal Biochem 2008; 378:151-7. [DOI: 10.1016/j.ab.2008.04.004] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2008] [Revised: 04/02/2008] [Accepted: 04/03/2008] [Indexed: 11/18/2022]
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165
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Jones EA, Lockyer NP, Vickerman JC. Depth profiling brain tissue sections with a 40 keV C60+ primary ion beam. Anal Chem 2008; 80:2125-32. [PMID: 18278949 DOI: 10.1021/ac702127q] [Citation(s) in RCA: 78] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
In this paper, the effect of prolonged C60(+) primary ion bombardment on the chemical information available from a section of rat brain is discussed. Initial attempts demonstrate the rapid loss of molecular signal from the bombarded area with both C60(+) and Au(+) used as a monatomic comparison. However, the nature of this signal disappearance is shown to be different. Analysis of the C60(+) data indicates a correlation between signal loss and the appearance of sodium and potassium adducts of phosphate and protein fragments; this is supported by model systems. By using an ammonium formate wash to reduce the salt levels within the tissue this effect is removed, allowing the chemistry of the tissue section to be better probed. Results collected from multiple sections suggest that at room temperature under vacuum conditions there is a migration of lipids to the surface of the tissue. Three-dimensional (3D) imaging is used to demonstrate that once these lipids are removed other species, such as proteins, are uncovered. By depth profiling the sample in a frozen state, the degree and importance of lipid migration to the observed localization of native compounds is assessed. This investigation into the behavior of biological tissue under high C60(+) fluxes not only allows an evaluation of the potential accuracy of 3D SIMS mapping of important biological molecules but also demonstrates the possibility of using ion doses beyond the traditional "static limit" to provide higher secondary ion yields that could lead to greater detection limits and smaller useful lateral resolution within such analyses.
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Affiliation(s)
- Emrys A Jones
- Surface Analysis Research Centre, Manchester Interdisciplinary Biocentre, The University of Manchester, 131 Princess Street, Manchester, M1 7DN, United Kingdom.
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166
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Altelaar AFM, Luxembourg SL, McDonnell LA, Piersma SR, Heeren RMA. Imaging mass spectrometry at cellular length scales. Nat Protoc 2008; 2:1185-96. [PMID: 17546014 DOI: 10.1038/nprot.2007.117] [Citation(s) in RCA: 71] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Imaging mass spectrometry (IMS) allows the direct investigation of both the identity and the spatial distribution of the molecular content directly in tissue sections, single cells and many other biological surfaces. In this protocol, we present the steps required to retrieve the molecular information from tissue sections using matrix-enhanced (ME) and metal-assisted (MetA) secondary ion mass spectrometry (SIMS) as well as matrix-assisted laser desorption/ionization (MALDI) IMS. These techniques require specific sample preparation steps directed at optimal signal intensity with minimal redistribution or modification of the sample analytes. After careful sample preparation, different IMS methods offer a unique discovery tool in, for example, the investigation of (i) drug transport and uptake, (ii) biological processing steps and (iii) biomarker distributions. To extract the relevant information from the huge datasets produced by IMS, new bioinformatics approaches have been developed. The duration of the protocol is highly dependent on sample size and technique used, but on average takes approximately 5 h.
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Affiliation(s)
- A F Maarten Altelaar
- FOM Institute for Atomic and Molecular Physics, Kruislaan 407, 1098 SJ Amsterdam, The Netherlands
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167
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Burnum KE, Frappier SL, Caprioli RM. Matrix-assisted laser desorption/ionization imaging mass spectrometry for the investigation of proteins and peptides. ANNUAL REVIEW OF ANALYTICAL CHEMISTRY (PALO ALTO, CALIF.) 2008; 1:689-705. [PMID: 20636094 DOI: 10.1146/annurev.anchem.1.031207.112841] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Mass spectrometry (MS) is an excellent technology for molecular imaging because of its high data dimensionality. MS can monitor thousands of individual molecular data channels measured as mass-to-charge (m/z). We describe the use of matrix-assisted laser desorption/ionization (MALDI) MS for the image analysis of proteins, peptides, lipids, drugs, and metabolites in tissues. We discuss the basic instrumentation and sample preparation methods needed to produce high-resolution images and high image reproducibility. Matrix-addition protocols are briefly discussed along with normal operating procedures, and selected biological and medical applications of MALDI imaging MS are described. We give examples of both two- and three-dimensional imaging, including normal mouse embryo implantation, sperm maturation in mouse epididymis, protein distributions in brain sections, protein alterations as a result of drug administration, and protein changes in brain due to neurodegeneration and tumor formation. Advantages of this technology and future challenges for its improvement are discussed.
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Affiliation(s)
- Kristin E Burnum
- Mass Spectrometry Research Center, Department of Chemistry, Vanderbilt University, Nashville, Tennessee 37221, USA.
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168
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Shimma S, Sugiura Y, Hayasaka T, Zaima N, Matsumoto M, Setou M. Mass imaging and identification of biomolecules with MALDI-QIT-TOF-based system. Anal Chem 2008; 80:878-85. [PMID: 18166020 DOI: 10.1021/ac071301v] [Citation(s) in RCA: 124] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Imaging mass spectrometry is becoming a popular visualization technique in the medical and biological sciences. For its continued development, the ability to both visualize and identify molecules directly on the tissue surface using tandem mass spectrometry (MSn) is essential. We established an imaging system based on a matrix-assisted laser/desorption ionization quadrupole ion trap time-of-flight type instrument (AXIMA-QIT, Shimadzu, Kyoto, Japan), which was compatible with both imaging and highly sensitive MSn. In this paper, we present the operating conditions of the AXIMA-QIT as an imaging instrument and introduce the data converter we developed that is available free of charge. The converted data can be applied to Biomap, the commonly used visualization software. For the feasibility experiments, we demonstrated the visualization of phospholipids, glycolipid, and tryptic-digested proteins in the mouse cerebellum. The visualized lipids were successfully identified by MSn directly on the tissue surface, with a strong ability to isolate precursor ions. In the analysis of tryptic-digested proteins, we compared the product ion spectra between AXIMA-QIT and a tandem TOF-type instrument. The results confirmed that AXIMA-QIT can provide a high quality of product ion spectra even on the tissue surface.
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Affiliation(s)
- Shuichi Shimma
- Okazaki Institute for Integrative Bioscience, National Institute of Natural Sciences, Okazaki, Aichi 444-8787, Japan
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169
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Chapter 13: Imaging of cells and tissues with mass spectrometry: adding chemical information to imaging. Methods Cell Biol 2008; 89:361-90. [PMID: 19118682 PMCID: PMC2804930 DOI: 10.1016/s0091-679x(08)00613-4] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/09/2023]
Abstract
Techniques that map the distribution of compounds in biological tissues can be invaluable in addressing a number of critical questions in biology and medicine. One of the newer methods, mass spectrometric imaging, has enabled investigation of spatial localization for a variety of compounds ranging from atomics to proteins. The ability of mass spectrometry to detect and differentiate a large number of unlabeled compounds makes the approach amenable to the study of complex biological tissues. This chapter focuses on recent advances in the instrumentation and sample preparation protocols that make mass spectrometric imaging of biological samples possible, including strategies for both tissue and single-cell imaging using the following mass spectrometric ionization methods: matrix-assisted laser desorption/ionization, secondary ion, electrospray, and desorption electrospray.
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170
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Abstract
Imaging mass spectrometry combines the chemical specificity and parallel detection of mass spectrometry with microscopic imaging capabilities. The ability to simultaneously obtain images from all analytes detected, from atomic to macromolecular ions, allows the analyst to probe the chemical organization of a sample and to correlate this with physical features. The sensitivity of the ionization step, sample preparation, the spatial resolution, and the speed of the technique are all important parameters that affect the type of information obtained. Recently, significant progress has been made in each of these steps for both secondary ion mass spectrometry (SIMS) and matrix-assisted laser desorption/ionization (MALDI) imaging of biological samples. Examples demonstrating localization of proteins in tumors, a reduction of lamellar phospholipids in the region binding two single celled organisms, and sub-cellular distributions of several biomolecules have all contributed to an increasing upsurge in interest in imaging mass spectrometry. Here we review many of the instrumental developments and methodological approaches responsible for this increased interest, compare and contrast the information provided by SIMS and MALDI imaging, and discuss future possibilities.
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Affiliation(s)
- Liam A McDonnell
- FOM Institute for Atomic and Molecular Physics, Kruislaan 407, 1098 SJ Amsterdam, The Netherlands
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171
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Lemaire R, Stauber J, Wisztorski M, Van Camp C, Desmons A, Deschamps M, Proess G, Rudlof I, Woods AS, Day R, Salzet M, Fournier I. Tag-mass: specific molecular imaging of transcriptome and proteome by mass spectrometry based on photocleavable tag. J Proteome Res 2007; 6:2057-67. [PMID: 17477556 PMCID: PMC2947822 DOI: 10.1021/pr0700044] [Citation(s) in RCA: 64] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
MALDI tissue imaging of tissues has become a promising technique for tracking biomarkers while determining their location and structural characterization. We have now developed specific targeting probes (oligonucleotides, antibodies), named Tag-Mass. This approach is based on probes modified with a photocleavable linker coupled with a tag cleaved and detected using mass spectrometry. Tag-Mass development is the key for a rapid, sensitive, and accurate approach to correlate levels of expression of different mRNA or proteins in diseases.
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172
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Drexler DM, Garrett TJ, Cantone JL, Diters RW, Mitroka JG, Prieto Conaway MC, Adams SP, Yost RA, Sanders M. Utility of imaging mass spectrometry (IMS) by matrix-assisted laser desorption ionization (MALDI) on an ion trap mass spectrometer in the analysis of drugs and metabolites in biological tissues. J Pharmacol Toxicol Methods 2007; 55:279-88. [PMID: 17222568 DOI: 10.1016/j.vascn.2006.11.004] [Citation(s) in RCA: 88] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2006] [Accepted: 11/19/2006] [Indexed: 10/23/2022]
Abstract
INTRODUCTION The properties and potential liabilities of drug candidate are investigated in detailed ADME assays and in toxicity studies, where findings are placed in context of exposure to dosed drug and metabolites. The complex nature of biological samples may necessitate work-up procedures prior to high performance liquid chromatography-mass spectrometric (HPLC-MS) analysis of endogenous or xenobiotic compounds. This concept can readily be applied to biological fluids such as blood or urine, but in localized samples such as organs and tissues potentially important spatial, thus anatomical, information is lost during sample preparation as the result of homogenization and extraction procedures. However, the localization of test article or spatial identification of metabolites may be critical to the understanding of the mechanism of target-organ toxicity and its relevance to clinical safety. METHODS Tissue imaging mass spectrometry (IMS) by matrix-assisted laser desorption ionization (MALDI) and ion trap mass spectrometry (MS) with higher order mass spectrometric scanning functions was utilized for localization of dosed drug or metabolite in tissue. Laser capture microscopy (LCM) was used to obtain related samples from tissue for analyses by standard MALDI-MS and HPLC-MS. RESULTS In a toxicology study, rats were administered with a high dosage of a prodrug for 2 weeks. Birefringent microcrystalline material (10-25 microm) was observed in histopathologic formalin-fixed tissue samples. Direct analysis by IMS provided the identity of material in the microcrystals as circulating active drug while maintaining spatial orientation. Complementary data from visual cross-polarized light microscopy as well as standard MALDI-MS and HPLC-MS experiments on LCM samples validated the qualitative results obtained by IMS. Furthermore, the HPLC-MS analysis on the LCM samples afforded a semi-quantitative assessment of the crystalline material in the tissue samples. DISCUSSION IMS by MALDI ion trap MS proved sensitive, specific, and highly amenable to the image analysis of traditional small molecule drug candidates directly in tissue.
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Affiliation(s)
- Dieter M Drexler
- Pharmaceutical Candidate Optimization-Discovery Analytical Sciences, 5 Research Parkway, Wallingford, CT 06492, USA.
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173
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Khatib-Shahidi S, Andersson M, Herman JL, Gillespie TA, Caprioli RM. Direct molecular analysis of whole-body animal tissue sections by imaging MALDI mass spectrometry. Anal Chem 2007; 78:6448-56. [PMID: 16970320 DOI: 10.1021/ac060788p] [Citation(s) in RCA: 375] [Impact Index Per Article: 22.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Imaging mass spectrometry (IMS) that utilizes matrix-assisted laser desorption/ionization (MALDI) technology can provide a molecular ex vivo view of resected organs or whole-body sections from an animal, making possible the label-free tracking of both endogenous and exogenous compounds with spatial resolution and molecular specificity. Drug distribution and, for the first time, individual metabolite distributions within whole-body tissue sections can be detected simultaneously at various time points following drug administration. IMS analysis of tissues from 8 mg/kg olanzapine dosed rats revealed temporal distribution of the drug and metabolites that correlate to previous quantitative whole-body autoradiography studies. Whole-body MALDI IMS is further extended to detecting proteins from organs present in a whole-body sagittal tissue section. This technology will significantly help advance the analysis of novel therapeutics and may provide deeper insight into therapeutic and toxicological processes, revealing at the molecular level the cause of efficacy or side effects often associated with drug administration.
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Affiliation(s)
- Sheerin Khatib-Shahidi
- Mass Spectrometry Research Center, Departments of Chemistry and Biochemistry, Vanderbilt University, 465 21st Avenue S, Suite 9160 MRB III, Nashville, Tennessee 37221, USA
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174
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Lemaire R, Wisztorski M, Desmons A, Tabet JC, Day R, Salzet M, Fournier I. MALDI-MS direct tissue analysis of proteins: Improving signal sensitivity using organic treatments. Anal Chem 2007; 78:7145-53. [PMID: 17037914 DOI: 10.1021/ac060565z] [Citation(s) in RCA: 152] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Direct tissue analysis using MALDI-MS allows the generation of profiles while maintaining the integrity of the tissue, displaying cellular localizations and avoiding tedious extraction and purification steps. However, lower spectral quality can result from direct tissue analysis due to variations in section thickness, the nature of the tissue, and the limited access to peptides/proteins due to high lipid content. To improve signal sensitivity, we have developed a tissue-washing procedure using organic solvents traditionally used for lipid extraction, i.e., CHCl3, hexane, toluene, acetone, and xylene. The increased detection for peptides/proteins (m/z 5000-30,000) is close to 40% with chloroform or xylene, and 25% with hexane, while also improving sample reproducibility for each solvent used in the present study. This strategy improved matrix cocrystallization with tissue peptides/proteins and more importantly with cytoplasmic proteins without delocalization. The extracted lipids were characterized by nanoESI-QqTOF/MS/MS using the precursor ion mode, lithium adducts, or both and were identified as phospholipids including phosphatidylcholine, phosphatidylethanolamine, phosphatidylinositol, and lysophosphatidylinositol, confirming membrane lipid extraction from the tissues.
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Affiliation(s)
- R Lemaire
- Laboratoire de Neuroimmunologie des Annélides, FRE CNRS 2933, Bât SN3, 1 étage, Université des Sciences et Technologies de Lille, 59655 Villeneuve d'Ascq Cedex, France
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175
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McCombie G, Staab D, Stoeckli M, Knochenmuss R. Spatial and spectral correlations in MALDI mass spectrometry images by clustering and multivariate analysis. Anal Chem 2007; 77:6118-24. [PMID: 16194068 DOI: 10.1021/ac051081q] [Citation(s) in RCA: 146] [Impact Index Per Article: 8.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Matrix-assisted laser desorption/ionization mass spectrometry imaging is a technique for direct analysis of tissue sections without the use of molecular tags or contrast agents. The combination of spatial and mass resolution results in large and complex data sets that require powerful and efficient analysis and interpretation tools. Conventional images, derived from a specific analyte mass, do not identify the spatially localized correlations between analytes that are latent in the data. A new approach to find and visualize these correlations is presented. Clustering methods are used to classify pixels by spectral similarity, facilitating definition of distinct spatial regions. Principal component and discriminant analyses are combined to comprehensively identify changes in the mass spectra between regions. Images are generated by projecting the spectra of each pixel on the discriminant spectra; contrast is then a function of multiple correlated peaks.
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Affiliation(s)
- Gregor McCombie
- Novartis Institutes for Biomedical Research, 4002 Basel, Switzerland
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176
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Edirisinghe PD, Moore JF, Skinner-Nemec KA, Lindberg C, Giometti CS, Veryovkin IV, Hunt JE, Pellin MJ, Hanley L. Detection of in situ derivatized peptides in microbial biofilms by laser desorption 7.87 eV postionizaton mass spectrometry. Anal Chem 2007; 79:508-14. [PMID: 17222014 DOI: 10.1021/ac0615605] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
A novel analytical method based on laser desorption postionization mass spectrometry (LDPI-MS) was developed to investigate the competence and sporulation factor-a pentapeptide of amino acid sequence ERGMT-within intact Bacillus subtilis biofilms. Derivatization of the neat ERGMT peptide with quinoline- and anthracene-based tags was separately used to lower the peptide ionization potential and permit direct ionization by 7.87-eV vacuum ultraviolet radiation. The techniques of mass shifting and selective ionization of the derivatized peptide were combined here to permit detection of ERGMT peptide within intact biofilms by LDPI-MS, without any prior extraction or chromatographic separation. Finally, imaging MS specific to the derivatized peptide was demonstrated on an intact biofilm using LDPI-MS. The presence of ERGMT in the biofilms was verified by bulk extraction/LC-MS. However, MALDI imaging MS analyses were unable to detect ERGMT within intact biofilms.
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Affiliation(s)
- Praneeth D Edirisinghe
- Department of Chemistry, University of Illinois at Chicago, Chicago, Illinois 60607-7061, USA
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177
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Wisztorski M, Lemaire R, Stauber J, Ait Menguellet S, Jardin-Mathé O, Day R, Salzet M, Fournier I. Imagerie MALDI. Med Sci (Paris) 2007; 23 Spec No 1:31-6. [PMID: 17669351 DOI: 10.1051/medsci/2007231s31] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Within the growing field of proteomics, mass spectrometry is now established as a powerful tool for peptide and protein identification and discovery from purified samples. A new era is now beginning, with the development of MALDI imaging, maintaining the sensitivity and efficacy of both discovery and identification while additionally preserving the anatomical integrity of biomolecules like peptides, proteins, oligonucleotides and lipids within tissues. Crucial developments for sample preparations have made leaps and bounds, as it is now possible to work with freezed conserved biopsies (- 80 degrees c) of more than 6 months or even conserved after paraformaldehyde fixation and paraffin embedding. The latter development has opened the door to archived tissues in hospital libraries and biomarkers hunting from tissues derived from these libraries are now a key objective. The relationship between MALDI imaging and immunocytochemistry used by the pathologist is important. The development of specific MALDI imaging using probes with a tag (peptide or organic) called << Tag-Mass >> adds a whole new perspective. It is possible henceforth to localize a protein with its specific mRNA and more specifically, with its signalling pathway on the same sections or within a pathology expression phenotype from a biopsy. Development of such a technology is similar to the one that occurred several years ago for nuclear magnetic resonance (NMR) that leads the development of imaging technologies called MRI in hospital which is intensively used for pathology diagnostics.
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Affiliation(s)
- Maxence Wisztorski
- Laboratoire de Neuro-immunologie des Annélides, FRE CNRS 2933, Equipe Imagerie MALDI, Bâtiment SN3, Cité Scientifique, Université des Sciences et Technologies de Lille, 59650 Villeneuve d'Ascq, France
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178
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Shimma S, Sugiura Y, Hayasaka T, Hoshikawa Y, Noda T, Setou M. MALDI-based imaging mass spectrometry revealed abnormal distribution of phospholipids in colon cancer liver metastasis. J Chromatogr B Analyt Technol Biomed Life Sci 2007; 855:98-103. [PMID: 17369111 DOI: 10.1016/j.jchromb.2007.02.037] [Citation(s) in RCA: 149] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2006] [Revised: 12/18/2006] [Accepted: 02/06/2007] [Indexed: 11/21/2022]
Abstract
We present the results of matrix-assisted laser desorption/ionization (MALDI) imaging and direct molecular identification using tandem mass spectrometry (MS/MS) in colon cancer liver metastasis. Cancer tissue was removed from a Japanese patient and frozen immediately without any fixations. The sections were sliced to a thickness of 3 microm. The matrix for lipid ionization was 2,6-dihydroxy acetophenone. The matrix solution was applied with an airbrush into a thin uniform matrix layer on the tissue surface. After two-dimensional laser scanning, the images were reconstructed as a function of m/z from a few hundred obtained spectra. In the obtained images, the existence of molecules was represented by a pseudo-color corresponding to the signal intensity. In a feasibility study, we picked up a localized signal, m/z 725 in a cancerous area. The MS/MS result suggested that m/z 725 was sphingomyelin(16:0)+Na. Thus, we successfully show the feasibility of MALDI imaging as a tool for the analysis of pathological specimens.
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Affiliation(s)
- Shuichi Shimma
- Okazaki Institute for Integrative Bioscience, National Institutes of Natural Sciences, Okazaki, Aichi, Japan
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179
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Långström B, Andrén PE, Lindhe O, Svedberg M, Hall H. In Vitro Imaging Techniques in Neurodegenerative Diseases. Mol Imaging Biol 2007; 9:161-75. [PMID: 17318669 DOI: 10.1007/s11307-007-0088-1] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
Neurodegeneration induces various changes in the brain, changes that may be investigated using neuroimaging techniques. The in vivo techniques are useful for the visualization of major changes, and the progressing abnormalities may also be followed longitudinally. However, to study and quantify minor abnormalities, neuroimaging of postmortem brain tissue is used. These in vitro methods are complementary to the in vivo techniques and contribute to the knowledge of pathophysiology and etiology of the neurodegenerative diseases. In vitro radioligand autoradiography has given great insight in the involvement of different neuronal receptor systems in these diseases. Data on the dopamine and cholinergic systems in neurodegeneration are discussed in this review. Also, the amyloid plaques are studied using in vitro radioligand autoradiography. Using one of the newer methods, imaging matrix-assisted laser desorption ionization mass spectrometry, the distribution of a large number of peptides and proteins may be detected in vitro on brain cryosections. In this overview, we describe in vitro imaging techniques in the neurodegenerative diseases as a complement to in vivo positron emission tomography and single photon emission computed tomography imaging.
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Affiliation(s)
- Bengt Långström
- Department of Biochemistry and Organic Chemistry, Uppsala University, Uppsala, Sweden.
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180
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Smith KDB, Kallhoff V, Zheng H, Pautler RG. In vivo axonal transport rates decrease in a mouse model of Alzheimer's disease. Neuroimage 2007; 35:1401-8. [PMID: 17369054 PMCID: PMC2063432 DOI: 10.1016/j.neuroimage.2007.01.046] [Citation(s) in RCA: 107] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2006] [Revised: 01/05/2007] [Accepted: 01/23/2007] [Indexed: 01/20/2023] Open
Abstract
Axonopathy is a pronounced attribute of many neurodegenerative diseases. In Alzheimer's disease (AD), axonal swellings and degeneration are prevalent and may contribute to the symptoms of AD senile dementia. Current limitations in identifying the contribution of axonal damage to AD include the inability to detect when this damage occurs in relation to other identifiers of AD because of the invasiveness of existing methods. To overcome this, we further developed the MRI methodology Manganese Enhanced MRI (MEMRI) to assess in vivo axonal transport rates. Prior to amyloid-beta (Abeta) deposition, the axonal transport rates in the Tg2576 mouse model of AD were normal. As Abeta levels increased and before plaque formation, we observed a significant decrease in axonal transport rates of the Tg2576 mice compared to controls. After plaque formation, the decline in the transport rate in the Tg2576 mice became even more pronounced. These data indicate that in vivo axonal transport rates decrease prior to plaque formation in the Tg2576 mouse model of AD.
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Affiliation(s)
| | - Verena Kallhoff
- Dept. Molecular and Human Genetics, One Baylor Plaza, Houston, TX 77030
| | - Hui Zheng
- Dept. Molecular and Human Genetics, One Baylor Plaza, Houston, TX 77030
- Huffington Center on Aging, One Baylor Plaza, Houston, TX 77030
- Dept. Neuroscience, One Baylor Plaza, Houston, TX 77030
- Dept. Molecular and Cellular Biology Baylor College of Medicine, One Baylor Plaza, Houston, TX 77030
| | - Robia G. Pautler
- Dept. Molecular Physiology and Biophysics, One Baylor Plaza, Houston, TX 77030
- Dept. Radiology, One Baylor Plaza, Houston, TX 77030
- Dept. Neuroscience, One Baylor Plaza, Houston, TX 77030
- ** To whom correspondence should be addressed. Robia G. Pautler, Ph.D., One Baylor Plaza, BCM: 335, Houston, TX 77030, e-mail: , phone: 713–798–3892
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181
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Lemaire R, Desmons A, Tabet JC, Day R, Salzet M, Fournier I. Direct analysis and MALDI imaging of formalin-fixed, paraffin-embedded tissue sections. J Proteome Res 2007; 6:1295-305. [PMID: 17291023 DOI: 10.1021/pr060549i] [Citation(s) in RCA: 249] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Formalin fixation, generally followed by paraffin embedding, is the standard and well-established processing method employed by pathologist. This treatment conserves and stabilizes biopsy samples for years. Analysis of FFPE tissues from biopsy libraries has been, so far, a challenge for proteomics biomarker studies. Herein, we present two methods for the direct analysis of formalin-fixed, paraffin-embedded (FFPE) tissues by MALDI-MS. The first is based on the use of a reactive matrix, 2,4-dinitrophenylhydrazine, useful for FFPE tissues stored less than 1 year. The second approach is applicable for all FFPE tissues regardless of conservation time. The strategy is based on in situ enzymatic digestion of the tissue section after paraffin removal. In situ digestion can be performed on a specific area of the tissue as well as on a very small area (microdigestion). Combining automated microdigestion of a predefined tissue array with either in situ extraction prior to classical nanoLC/MS-MS analysis or automated microspotting of MALDI matrix according to the same array allows the identification of both proteins by nanoLC-nanoESI and MALDI imaging. When adjacent tissue sections are used, it is, thus, possible to correlate protein identification and molecular imaging. These combined approaches, along with FFPE tissue analysis provide access to massive amounts of archived samples in the clinical pathology setting.
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Affiliation(s)
- R Lemaire
- Laboratoire de Neuroimmunologie des Annélides, FRE-CNRS 2933, MALDI Imaging Team, Cité Scientifique, Université des Sciences et Technologies de Lille, 59650 Villeneuve d'Ascq, France
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182
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Norris JL, Cornett DS, Mobley JA, Andersson M, Seeley EH, Chaurand P, Caprioli RM. Processing MALDI Mass Spectra to Improve Mass Spectral Direct Tissue Analysis. INTERNATIONAL JOURNAL OF MASS SPECTROMETRY 2007; 260:212-221. [PMID: 17541451 PMCID: PMC1885223 DOI: 10.1016/j.ijms.2006.10.005] [Citation(s) in RCA: 117] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Profiling and imaging biological specimens using MALDI mass spectrometry has significant potential to contribute to our understanding and diagnosis of disease. The technique is efficient and high-throughput providing a wealth of data about the biological state of the sample from a very simple and direct experiment. However, in order for these techniques to be put to use for clinical purposes, the approaches used to process and analyze the data must improve. This study examines some of the existing tools to baseline subtract, normalize, align, and remove spectral noise for MALDI data, comparing the advantages of each. A preferred workflow is presented that can be easily implemented for data in ASCII format. The advantages of using such an approach are discussed for both molecular profiling and imaging mass spectrometry.
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Affiliation(s)
- Jeremy L Norris
- Protein Discovery, Inc., 418 S. Gay Street-Suite 203, Knoxville, TN 37902, United States
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183
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Sugiura Y, Shimma S, Setou M. Two-step matrix application technique to improve ionization efficiency for matrix-assisted laser desorption/ionization in imaging mass spectrometry. Anal Chem 2007; 78:8227-35. [PMID: 17165811 DOI: 10.1021/ac060974v] [Citation(s) in RCA: 101] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
A novel matrix application protocol for direct tissue mass spectrometry is presented. Matrix-assisted laser desorption/ionization is a popular ionization procedure for direct tissue analysis and imaging mass spectrometry. Usually, matrixes are applied by dispensing droplets through either pipettes or automated dispensing machines, or by airbrushing. These techniques are very simple, but it was difficult to obtain uniform matrix crystals on the tissue surface, and nonuniform crystals degrade the spectrum qualities. Here we report a new matrix application protocol, which is a combination of spraying and dispensing droplets, and we have succeeded in overcoming these problems in conventional matrix applications on tissue surfaces. We call our new technique the "spray-droplet method". In this technique, tiny matrix crystals formed by spraying act as seeds for crystal growth. Our technique leads to matrix spots that are filled homogeneously with minute crystals. Such matrix crystals dramatically improve peak intensity and signal-to-noise ratio. In an example on a rat brain section, the number of detectable peaks was increased and signal intensity of m/z 5440 in our method was approximately 30.6 times higher than that in conventional methods. We used this spray-droplet method with a chemical ink-jet technology for matrix deposition to succeed in MALDI imaging of signals, which were undetectable from the conventional matrix applications.
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Affiliation(s)
- Yuki Sugiura
- Department of Bioscience and Biotechnology, Tokyo Institute of Technology, Yokohama, Kanagawa 226-8501, Japan
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184
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Petyuk VA, Qian WJ, Chin MH, Wang H, Livesay EA, Monroe ME, Adkins JN, Jaitly N, Anderson DJ, Camp DG, Smith DJ, Smith RD. Spatial mapping of protein abundances in the mouse brain by voxelation integrated with high-throughput liquid chromatography-mass spectrometry. Genome Res 2007; 17:328-36. [PMID: 17255552 PMCID: PMC1800924 DOI: 10.1101/gr.5799207] [Citation(s) in RCA: 56] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Temporally and spatially resolved mapping of protein abundance patterns within the mammalian brain is of significant interest for understanding brain function and molecular etiologies of neurodegenerative diseases; however, such imaging efforts have been greatly challenged by complexity of the proteome, throughput and sensitivity of applied analytical methodologies, and accurate quantitation of protein abundances across the brain. Here, we describe a methodology for comprehensive spatial proteome mapping that addresses these challenges by employing voxelation integrated with automated microscale sample processing, high-throughput liquid chromatography (LC) system coupled with high-resolution Fourier transform ion cyclotron resonance (FTICR) mass spectrometer, and a "universal" stable isotope labeled reference sample approach for robust quantitation. We applied this methodology as a proof-of-concept trial for the analysis of protein distribution within a single coronal slice of a C57BL/6J mouse brain. For relative quantitation of the protein abundances across the slice, an 18O-isotopically labeled reference sample, derived from a whole control coronal slice from another mouse, was spiked into each voxel sample, and stable isotopic intensity ratios were used to obtain measures of relative protein abundances. In total, we generated maps of protein abundance patterns for 1028 proteins. The significant agreement of the protein distributions with previously reported data supports the validity of this methodology, which opens new opportunities for studying the spatial brain proteome and its dynamics during the course of disease progression and other important biological and associated health aspects in a discovery-driven fashion.
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Affiliation(s)
- Vladislav A. Petyuk
- Biological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, Washington 99352, USA
| | - Wei-Jun Qian
- Biological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, Washington 99352, USA
| | - Mark H. Chin
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at UCLA, Los Angeles, California 90095, USA
- Department of Human Genetics, David Geffen School of Medicine at UCLA, Los Angeles, California 90095, USA
| | - Haixing Wang
- Biological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, Washington 99352, USA
| | - Eric A. Livesay
- Biological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, Washington 99352, USA
| | - Matthew E. Monroe
- Biological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, Washington 99352, USA
| | - Joshua N. Adkins
- Biological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, Washington 99352, USA
| | - Navdeep Jaitly
- Biological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, Washington 99352, USA
| | - David J. Anderson
- Biological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, Washington 99352, USA
| | - David G. Camp
- Biological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, Washington 99352, USA
| | - Desmond J. Smith
- Department of Molecular and Medical Pharmacology, David Geffen School of Medicine at UCLA, Los Angeles, California 90095, USA
| | - Richard D. Smith
- Biological Sciences Division and Environmental Molecular Sciences Laboratory, Pacific Northwest National Laboratory, Richland, Washington 99352, USA
- Corresponding author.E-mail ; fax (509) 376-7722
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185
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Chaurand P, Norris JL, Cornett DS, Mobley JA, Caprioli RM. New developments in profiling and imaging of proteins from tissue sections by MALDI mass spectrometry. J Proteome Res 2007; 5:2889-900. [PMID: 17081040 DOI: 10.1021/pr060346u] [Citation(s) in RCA: 227] [Impact Index Per Article: 13.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Molecular imaging of tissue by MALDI mass spectrometry is a powerful tool for visualizing the spatial distribution of constituent analytes with high molecular specificity. Although the technique is relatively young, it has already contributed to the understanding of many diverse areas of human health. In recent years, a great many advances in the practice of imaging mass spectrometry have taken place, making the technique more sensitive, robust, and ultimately useful. The purpose of this review is to highlight some of the more recent technological advances that have improved the efficiency of imaging mass spectrometry for clinical applications. Advances in the way MALDI mass spectrometry is integrated with histology, improved methods for automation, and better tools for data analysis are outlined in this review. Refined top-down strategies for the identification and validation of candidate biomarkers found in tissue sections are discussed. A clinical example highlighting the application of these methods to a cohort of clinical samples is described.
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Affiliation(s)
- Pierre Chaurand
- Mass Spectrometry Research Center and Department of Biochemistry, Vanderbilt University Medical Center, Nashville Tennessee 37232-8575, USA
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186
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Li Y, Shrestha B, Vertes A. Atmospheric Pressure Molecular Imaging by Infrared MALDI Mass Spectrometry. Anal Chem 2007; 79:523-32. [PMID: 17222016 DOI: 10.1021/ac061577n] [Citation(s) in RCA: 121] [Impact Index Per Article: 7.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
An atmospheric pressure (AP) MALDI imaging interface was developed for an orthogonal acceleration time-of-flight mass spectrometer and utilized to analyze peptides, carbohydrates, and other small biomolecules using infrared laser excitation. In molecular imaging experiments, the spatial distribution of mock peptide patterns was recovered with a detection limit of approximately 1 fmol/pixel from a variety of MALDI matrixes. With the use of oversampling for the image acquisition, a spatial resolution of 40 microm, 5 times smaller than the laser spot size, was achieved. This approach, however, required that the analyte was largely removed at the point of analysis before the next point was interrogated. Native water in plant tissue was demonstrated to be an efficient natural matrix for AP infrared laser desorption ionization. In soft fruit tissues from bananas, grapes, and strawberries, potassiated ions of the most abundant metabolites, small carbohydrates, and their clusters produced the strongest peaks in the spectra. Molecular imaging of a strawberry skin sample revealed the distribution of the sucrose, glucose/fructose, and citric acid species around the embedded seeds. Infrared AP MALDI mass spectrometric imaging without the addition of an artificial matrix enables the in vivo investigation of small biomolecules and biological processes (e.g., metabolomics) in their natural environment.
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Affiliation(s)
- Yue Li
- Department of Chemistry, Institute for Proteomics Technology and Applications, George Washington University, Washington, DC 20052, USA
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187
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Atkinson SJ, Loadman PM, Sutton C, Patterson LH, Clench MR. Examination of the distribution of the bioreductive drug AQ4N and its active metabolite AQ4 in solid tumours by imaging matrix-assisted laser desorption/ionisation mass spectrometry. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2007; 21:1271-6. [PMID: 17340571 DOI: 10.1002/rcm.2952] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
AQ4N (banoxatrone) (1,4-bis-{[2-(dimethylamino-N-oxide)ethyl]amino}-5,8-dihydroxyanthracene-9,10-dione) is an example of a bioreductive prodrug in clinical development. In hypoxic cells AQ4N is reduced to the topoisomerase II inhibitor AQ4 (1,4-bis- {[2-(dimethylamino)ethyl]amino}-5,8-dihydroxyanthracene-9,10-dione). By inhibition of topoisomerase II within these hypoxic areas, AQ4N has been shown to sensitise tumours to existing chemo- and radiotherapy treatments. In this study the distribution of AQ4N and AQ4 in treated H460 human tumour xenografts has been examined by imaging matrix-assisted laser desorption/ionisation mass spectrometry. Images of the distribution of AQ4N and AQ4 have been produced that show little overlap. The distribution of ATP in the tumour xenografts was also studied as an endogenous marker of regions of hypoxia since concentrations of ATP are known to be decreased in these regions. The distribution of ATP was similar to that of AQ4N, i.e. in regions of abundant ATP there was no evidence of conversion of AQ4N into AQ4. This indicates that the cytotoxic metabolite AQ4 is confined to hypoxic regions of the tumour as intended.
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Affiliation(s)
- Sally J Atkinson
- Biomedical Research Centre, Sheffield Hallam University, Howard Street, Sheffield S1 1WB, UK
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188
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Thiery G, Shchepinov MS, Southern EM, Audebourg A, Audard V, Terris B, Gut IG. Multiplex target protein imaging in tissue sections by mass spectrometry--TAMSIM. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2007; 21:823-9. [PMID: 17294518 DOI: 10.1002/rcm.2895] [Citation(s) in RCA: 50] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/13/2023]
Abstract
Matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-MS) is becoming a popular tool for imaging histological sections. Currently, this technology is used to image naturally occurring molecules. Here we report a novel development for multiplex imaging of candidate proteins. Rather than detecting whatever molecules happen to be present and above the detection threshold in the desorption pixel, we attach photocleavable mass tags to antibodies to target proteins. 'Staining' of histological sections is carried out similarly to common immunohistochemical procedures with chemiluminescent or fluorescent detection using all antibodies of a multiplex simultaneously. Mass tags with discrete masses are released from their respective antibodies by a laser pulse at 355 nm without added matrix. After scanning, mass spectrometry images are created for the mass of each tag. In contrast to fluorescent tags, mass tags do not exhibit mutual quenching. Sections of healthy human pancreatic tissue were imaged to visualize synaptophysin in neuroendocrine cells, and sections from human lymph node and liver invaded by metastatic melanoma to localize the cancer markers PS100 and HMB45 simultaneously. All these proteins are below the detection threshold of direct MALDI-MS imaging. This method is termed TAMSIM for TArgeted multiplex Mass Spectrometry IMaging.
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Affiliation(s)
- Gwendoline Thiery
- Centre National de Génotypage, Bâtiment G2, 2 rue Gaston Crémieux, 91057 Evry Cedex, France
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189
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Reyzer ML, Caprioli RM. MALDI-MS-based imaging of small molecules and proteins in tissues. Curr Opin Chem Biol 2006; 11:29-35. [PMID: 17185024 DOI: 10.1016/j.cbpa.2006.11.035] [Citation(s) in RCA: 186] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2006] [Accepted: 11/29/2006] [Indexed: 12/28/2022]
Abstract
The direct analysis of tissues using matrix-assisted laser desorption/ionization mass spectrometry (MALDI-MS) enables both endogenous and exogenous compounds present in tissues to be detected with molecular specificity while maintaining their spatial orientation. This unique combination, coupled with excellent sensitivity and rapid analysis time, presents many potential advantages to a wide range of applications in diverse biological fields. Recent advances have shown how the technique can be applied to cancer research, neuroscience and pharmaceutical development. Examples include the use of unique protein profiles to classify human tumor tissues and predict patient outcomes, the discovery of protein changes in mouse cerebellum as a function of development, and the two-dimensional visualization of the distribution of a drug and first-pass metabolites in rat whole-body sections.
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Affiliation(s)
- Michelle L Reyzer
- Mass Spectrometry Research Center, Vanderbilt University, Room 9160, Medical Research Building III, Nashville, TN 37232-8575 USA
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190
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Chaurand P, Cornett DS, Caprioli RM. Molecular imaging of thin mammalian tissue sections by mass spectrometry. Curr Opin Biotechnol 2006; 17:431-6. [PMID: 16781865 DOI: 10.1016/j.copbio.2006.06.002] [Citation(s) in RCA: 68] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2006] [Revised: 05/01/2006] [Accepted: 06/07/2006] [Indexed: 10/24/2022]
Abstract
Imaging of tissue sections by mass spectrometry provides a detailed molecular picture containing information on both the abundance and distribution of many constituent compounds. Mass spectra are acquired directly from fresh frozen tissue sections using matrix-assisted laser desorption ionization mass spectrometry (MALDI-MS); sample preparation and data collection mode determine the spatial resolution or surface area of the section represented in each mass spectrum. Statistical analyses of the individual ion signatures yield biomarkers whose abundances correlate to cell development processes, tumorigenesis and/or drug treatment. In an alternate mode, the generation of intensity maps for individual ions provides a visual representation of the distribution of each species throughout the section at spatial resolutions as small as 50 microm. The availability of this molecular information is likely to be of great value to clinicians and should lead to improved therapeutic efficacy in the future.
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Affiliation(s)
- Pierre Chaurand
- Mass Spectrometry Research Center and Department of Biochemistry, Vanderbilt University, Nashville, TN, USA
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191
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Hsieh Y, Chen J, Korfmacher WA. Mapping pharmaceuticals in tissues using MALDI imaging mass spectrometry. J Pharmacol Toxicol Methods 2006; 55:193-200. [PMID: 16919485 DOI: 10.1016/j.vascn.2006.06.004] [Citation(s) in RCA: 110] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2006] [Accepted: 06/30/2006] [Indexed: 11/15/2022]
Abstract
During drug discovery and development stage, often the question is raised as to whether the drug can reach the site of action which helps researchers better assess the potential value of that compound as a pharmaceutical product and toxicological outcomes. High performance liquid chromatography coupled to a tandem mass spectrometer (HPLC-MS/MS) has totally replaced HPLC methods that use UV or other detectors for most drug analysis applications. However, HPLC-MS/MS approaches are not able to provide the answer to certain questions regarding the distribution of a drug in various organs or tissues from laboratory animal experiments. Whole body radioautography (WBA) normally provides a standard means to answer this question on the time course of the drug candidates. However, the major disadvantage in this radioautographic technique is to allow for visualization of total drug-related materials but to image the distribution of the administrated drugs and their metabolites in all tissues. In addition, the availability of radiolabeled compounds at drug discovery stage is another concern. To overcome these issues, matrix-assisted laser desorption/ionization-mass spectrometric method (MALDI-MS) has been developed to directly determine the distribution of pharmaceuticals in tissue sections which might unravel their disposition or biotransformation pathway for new drug development.
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Affiliation(s)
- Yunsheng Hsieh
- Drug Metabolism and Pharmacokinetics Department, Schering-Plough Research Institute, Kenilworth, NJ 07033, USA.
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192
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Abstract
Imaging the proteome is a term that is used in many different contexts. The term implies that the entire cohort of proteins and their modifications are visualized. This unfortunately is not the case. In this mini-review, a concise overview is provided on different imaging technologies that are currently used to investigate the structure, function and dynamics of proteins and their organization. These techniques have been selected for review based on the unique insights they provide in subsets of the proteome. These techniques have been illustrated with practical examples of their merits. Mass spectrometry-based imaging technologies are playing a key role in proteome research and have been reviewed in more detail. They hold the promise of detailed molecular insight in the spatial organization of living system.
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Affiliation(s)
- Ron M A Heeren
- FOM-Institute for Atomic and Molecular Physics, Amsterdam, The Netherlands
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193
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Lemaire R, Tabet JC, Ducoroy P, Hendra JB, Salzet M, Fournier I. Solid Ionic Matrixes for Direct Tissue Analysis and MALDI Imaging. Anal Chem 2006; 78:809-19. [PMID: 16448055 DOI: 10.1021/ac0514669] [Citation(s) in RCA: 147] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Direct analysis of tissue by MALDI-MS allows the acquisition of its biomolecular profile while maintaining the integrity of the tissue, giving cellular localization, and avoiding tedious extraction and purification steps. However, direct tissue analysis generally leads to some extent to a lowered spectral quality due to variation in thickness, freezing tissue date, and nature of the tissue. We present here new technical developments for the direct tissue analysis of peptides with ionic liquid made of matrix mixtures (alpha-cyano-4-hydroxycinnamic acid (CHCA)/2-amino-4-methyl-5-nitropyridine and alpha-cyano-4-hydroxycinnamic acid/N,N-dimethylaniline (CHCA/DANI)). The properties of these direct tissue analysis matrixes, especially CHCA/aniline when compared to CHCA, 2,5-dihydroxybenzoic acid, and sinapinic acid, are as follows: (1) better spectral quality in terms of resolution, sensitivity, intensity, noise, number of compounds detected, and contaminant tolerance, (2) better crystallization on tissues, i.e., coverage capacity, homogeneity of crystallization, homogeneity of crystal sizes, and time of crystallization, (3) better analysis duration in term of vacuum stability, (4) better resistance to laser irradiation especially for high-frequency lasers, (5) better ionic yield in negative mode, and (6) enough fragmentation yield to use the PSD mode on sections to get structural information. Applied to MALDI imaging on a MALDI LIFT-TOF with a 50-Hz laser frequency, these ionic matrixes have allowed the realization of a new type of image in both polarities and reflector mode using the same tissue section. These results give a new outlook on peptide tissue profiling by MS, characterization of compounds from tissue slices, and MALDI-MS high-quality imaging.
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Affiliation(s)
- R Lemaire
- Laboratoire de Neuroimmunologie des Annélides, Equipe imagerie MALDI, UMR-CNRS 8017, Bâtiment SN3, Université des Sciences et Technologies de Lille, Villeneuve d'Ascq, France
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194
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Clerens S, Ceuppens R, Arckens L. CreateTarget and Analyze This!: new software assisting imaging mass spectrometry on Bruker Reflex IV and Ultraflex II instruments. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2006; 20:3061-6. [PMID: 16969765 DOI: 10.1002/rcm.2698] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Two new software programs are presented which enable matrix-assisted laser desorption/ionisation imaging mass spectrometry (MALDI-IMS) on Bruker Reflex and Ultraflex instruments. The first program, CreateTarget, creates a high density raster with the dimensions of the tissue section, and converts these parameters into a virtual target plate file that can be imported in the normal mass spectrometer control software. Following automated spectrum acquisition, the second program, Analyze This!, converts the array of spectra into an Analyze 7.5 image format that can be read by image analysis software. These two tools are sufficient to allow IMS, and offer a valid alternative to commercially available software. CreateTarget and Analyze This! are available free of charge.
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MESH Headings
- Animals
- Brain/cytology
- Brain Chemistry
- Computer Graphics
- Data Display
- Equipment Design
- Image Interpretation, Computer-Assisted/methods
- Mice
- Mice, Inbred C57BL
- Software
- Spectrometry, Mass, Electrospray Ionization/instrumentation
- Spectrometry, Mass, Electrospray Ionization/methods
- Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/instrumentation
- Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods
- Systems Integration
- User-Computer Interface
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Affiliation(s)
- Stefan Clerens
- Laboratory of Neuroplasticity and Neuroproteomics, Katholieke Universiteit Leuven, Naamsestraat 59, B-3000 Leuven, Belgium.
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195
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SUGIURA Y, SHIMMA S, SETOU M. Thin Sectioning Improves the Peak Intensity and Signal-to-Noise Ratio in Direct Tissue Mass Spectrometry. ACTA ACUST UNITED AC 2006. [DOI: 10.5702/massspec.54.45] [Citation(s) in RCA: 66] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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196
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Luxembourg SL, Vaezaddeh AR, Amstalden ER, Zimmermann-Ivol CG, Hochstrasser DF, Heeren RMA. The molecular scanner in microscope mode. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2006; 20:3435-42. [PMID: 17066367 DOI: 10.1002/rcm.2747] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/12/2023]
Abstract
The combination of microscope mode matrix-assisted laser desorption/ionization (MALDI) imaging mass spectrometry (IMS) with protein identification methodology: the molecular scanner, was explored. The molecular scanner approach provides improvement of sensitivity of detection and identification of high-mass proteins in microscope mode IMS. The methodology was tested on protein distributions obtained after separation by sodium dodecyl sulfate/polyacrylamide gel electrophoresis (SDS-PAGE). High-quality, high-spatial-resolution ion images were recorded on a TRIFT-II ion microscope after gold coating of the MALDI sample preparation on the poly(vinylidenedifluoride) capture membranes. The sensitivity of the combined method is estimated to be 5 pmol. The minimum amount of sample consumed, needed for identification, was estimated to be better than 100 fmol. Software tools were developed to analyze the spectral data and to generate broad mass range and single molecular component microscope mode ion images and single mass-to-charge ratio microprobe mode images.
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MESH Headings
- Animals
- Biotechnology
- Cattle
- Chickens
- Electrophoresis, Polyacrylamide Gel
- Proteins/analysis
- Proteins/chemistry
- Proteomics/methods
- Rabbits
- Scattering, Radiation
- Sensitivity and Specificity
- Sequence Analysis, Protein/instrumentation
- Sequence Analysis, Protein/methods
- Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/instrumentation
- Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization/methods
- Spectrometry, Mass, Secondary Ion/methods
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Affiliation(s)
- Stefan L Luxembourg
- FOM Institute for Atomic and Molecular Physics, Kruislaan 407, 1098 SJ Amsterdam, The Netherlands
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197
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SHIMMA S, FURUTA M, ICHIMURA K, YOSHIDA Y, SETOU M. A Novel Approach to in situ Proteome Analysis Using Chemical Inkjet Printing Technology and MALDI-QIT-TOF Tandem Mass Spectrometer. ACTA ACUST UNITED AC 2006. [DOI: 10.5702/massspec.54.133] [Citation(s) in RCA: 42] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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198
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Hsieh Y, Casale R, Fukuda E, Chen J, Knemeyer I, Wingate J, Morrison R, Korfmacher W. Matrix-assisted laser desorption/ionization imaging mass spectrometry for direct measurement of clozapine in rat brain tissue. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2006; 20:965-72. [PMID: 16470674 DOI: 10.1002/rcm.2397] [Citation(s) in RCA: 110] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
Matrix-assisted laser desorption/ionization hyphenated with quadrupole time-of-flight (QTOF) mass spectrometry (MS) has been used to directly determine the distribution of pharmaceuticals in rat brain tissue slices which might unravel their disposition for new drug development. Clozapine, an antipsychotic drug, and norclozapine were used as model compounds to investigate fundamental parameters such as matrix and solvent effects and irradiance dependence on MALDI intensity but also to address the issues with direct tissue imaging MS technique such as (1) uniform coating by the matrix, (2) linearity of MALDI signals, and (3) redistribution of surface analytes. The tissue sections were coated with various matrices on MALDI plates by airspray deposition prior to MS detection. MALDI signals of analytes were detected by monitoring the dissociation of the individual protonated molecules to their predominant MS/MS product ions. The matrices were chosen for tissue applications based on their ability to form a homogeneous coating of dense crystals and to yield greater sensitivity. Images revealing the spatial localization in tissue sections using MALDI-QTOF following a direct infusion of (3)H-clozapine into rat brain were found to be in good correlation with those using a radioautographic approach. The density of clozapine and its major metabolites from whole brain homogenates was further confirmed using fast high-performance liquid chromatography/tandem mass spectrometry (HPLC-MS/MS) procedures.
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Affiliation(s)
- Yunsheng Hsieh
- Drug Metabolism and Pharmacokinetics Department, Schering-Plough Research Institute, Kenilworth, NJ 07033, USA.
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199
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Aerni HR, Cornett DS, Caprioli RM. Automated Acoustic Matrix Deposition for MALDI Sample Preparation. Anal Chem 2005; 78:827-34. [PMID: 16448057 DOI: 10.1021/ac051534r] [Citation(s) in RCA: 246] [Impact Index Per Article: 12.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Novel high-throughput sample preparation strategies for MALDI imaging mass spectrometry (IMS) and profiling are presented. An acoustic reagent multispotter was developed to provide improved reproducibility for depositing matrix onto a sample surface, for example, such as a tissue section. The unique design of the acoustic droplet ejector and its optimization for depositing matrix solution are discussed. Since it does not contain a capillary or nozzle for fluid ejection, issues with clogging of these orifices are avoided. Automated matrix deposition provides better control of conditions affecting protein extraction and matrix crystallization with the ability to deposit matrix accurately onto small surface features. For tissue sections, matrix spots of 180-200 microm in diameter were obtained and a procedure is described for generating coordinate files readable by a mass spectrometer to permit automated profile acquisition. Mass spectral quality and reproducibility was found to be better than that obtained with manual pipet spotting. The instrument can also deposit matrix spots in a dense array pattern so that, after analysis in a mass spectrometer, two-dimensional ion images may be constructed. Example ion images from a mouse brain are presented.
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Affiliation(s)
- Hans-Rudolf Aerni
- Mass Spectrometry Research Center, Department of Chemistry, Vanderbilt University, Medical Research Building 3, Nashville, Tennessee 37232-8575, USA
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200
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Tchabo NE, Guancial EA, Czechowicz JA, Kohn EC. The role of proteomics in the diagnosis and treatment of ovarian cancer. ACTA ACUST UNITED AC 2005; 1:365-74. [PMID: 19803878 DOI: 10.2217/17455057.1.3.365] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Ovarian cancer is the leading cause of gynecologic cancer death in the Western world and more than 70% of patients are diagnosed with advanced stage disease. The high mortality rate is due to the difficulty in the early detection of ovarian cancer. Current screening strategies lack the necessary sensitivity and specificity to reliably and accurately diagnose affected women, prompting investigators to seek alternative means of analysis found in protein pathways and networks. Proteomics seeks to advance the understanding of how proteins interact in cancer and may provide a mechanism for early stage diagnosis. The proteomic techniques of laser capture microdissection, mass spectrometry and tissue lysate arrays have led to the discovery of new biomarkers and the identification, development and approval of a number of targeted therapeutic agents. Following validation through clinical trials, the application of these techniques will contribute to the changing paradigm of cancer detection and treatment toward personalized medicine.
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Affiliation(s)
- Nana E Tchabo
- Molecular Signaling Section, Laboratory of Pathology, National Cancer Institute, Bldg 10 Rm 4B1110, Center Drive, MSC 1500 Bethesda, MD 20892, USA. , .
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