151
|
Goodwin RJA, Nilsson A, Mackay CL, Swales JG, Johansson MK, Billger M, Andrén PE, Iverson SL. Exemplifying the Screening Power of Mass Spectrometry Imaging over Label-Based Technologies for Simultaneous Monitoring of Drug and Metabolite Distributions in Tissue Sections. ACTA ACUST UNITED AC 2015; 21:187-93. [DOI: 10.1177/1087057115623740] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2015] [Accepted: 12/01/2015] [Indexed: 12/15/2022]
Abstract
Mass spectrometry imaging (MSI) provides pharmaceutical researchers with a suite of technologies to screen and assess compound distributions and relative abundances directly from tissue sections and offer insight into drug discovery–applicable queries such as blood-brain barrier access, tumor penetration/retention, and compound toxicity related to drug retention in specific organs/cell types. Label-free MSI offers advantages over label-based assays, such as quantitative whole-body autoradiography (QWBA), in the ability to simultaneously differentiate and monitor both drug and drug metabolites. Such discrimination is not possible by label-based assays if a drug metabolite still contains the radiolabel. Here, we present data exemplifying the advantages of MSI analysis. Data of the distribution of AZD2820, a therapeutic cyclic peptide, are related to corresponding QWBA data. Distribution of AZD2820 and two metabolites is achieved by MSI, which [14C]AZD2820 QWBA fails to differentiate. Furthermore, the high mass-resolving power of Fourier transform ion cyclotron resonance MS is used to separate closely associated ions.
Collapse
Affiliation(s)
| | - Anna Nilsson
- Biomolecular Imaging and Proteomics, National Center for Mass Spectrometry Imaging, Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden
| | | | - John G. Swales
- Drug Safety and Metabolism, AstraZeneca R&D, Cambridge, UK
| | | | | | - Per E. Andrén
- Biomolecular Imaging and Proteomics, National Center for Mass Spectrometry Imaging, Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden
| | | |
Collapse
|
152
|
Cao F, Donnarumma F, Murray KK. Particle size measurement from infrared laser ablation of tissue. Analyst 2015; 141:183-90. [PMID: 26630332 DOI: 10.1039/c5an01765c] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
Abstract
The concentration and size distribution were measured for particles ablated from tissue sections using an infrared optical parametric oscillator laser system. A scanning mobility particle sizer and light scattering particle sizer were used in parallel to realize a particle sizing range from 10 nm to 20 μm. Tissue sections from rat brain and lung ranging in thickness between 10 and 50 μm were mounted on microscope slides and irradiated with nanosecond laser pulses at 3 μm wavelength and fluences between 7 and 21 kJ m(-2) in reflection geometry. The particle size distributions were characterized by a bimodal distribution with a large number of particles 100 nm in diameter and below and a large mass contribution from particles greater than 1 μm in diameter. The large particle contribution dominated the ablated particle mass at high laser fluence. The tissue type, thickness, and water content did not have a significant effect on the particle size distributions. The implications of these results for laser ablation sampling and mass spectrometry imaging under ambient conditions are discussed.
Collapse
Affiliation(s)
- Fan Cao
- Department of Chemistry, Louisiana State University, Baton Rouge, Louisiana. 70803, USA.
| | | | | |
Collapse
|
153
|
Pore-forming toxins: Properties, diversity, and uses as tools to image sphingomyelin and ceramide phosphoethanolamine. BIOCHIMICA ET BIOPHYSICA ACTA-BIOMEMBRANES 2015; 1858:576-92. [PMID: 26498396 DOI: 10.1016/j.bbamem.2015.10.012] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2015] [Revised: 09/30/2015] [Accepted: 10/14/2015] [Indexed: 12/27/2022]
Abstract
Pore-forming toxins (PFTs) represent a unique class of highly specific lipid-binding proteins. The cytotoxicity of these compounds has been overcome through crystallographic structure and mutation studies, facilitating the development of non-toxic lipid probes. As a consequence, non-toxic PFTs have been utilized as highly specific probes to visualize the diversity and dynamics of lipid nanostructures in living and fixed cells. This review is focused on the application of PFTs and their non-toxic analogs as tools to visualize sphingomyelin and ceramide phosphoethanolamine, two major phosphosphingolipids in mammalian and insect cells, respectively. This article is part of a Special Issue entitled: Pore-Forming Toxins edited by Mauro Dalla Serra and Franco Gambale.
Collapse
|
154
|
Shobo A, Bratkowska D, Baijnath S, Naiker S, Somboro AM, Bester LA, Singh SD, Naicker T, Kruger HG, Govender T. Tissue distribution of pretomanid in rat brain via mass spectrometry imaging. Xenobiotica 2015. [PMID: 26207565 DOI: 10.3109/00498254.2015.1067935] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
1. Matrix-assisted laser desorption/ionization mass spectrometry imaging (MALDI MSI) combines the sensitivity and selectivity of mass spectrometry with spatial analysis to provide a new dimension for histological analyses of the distribution of drugs in tissue. Pretomanid is a pro-drug belonging to a class of antibiotics known as nitroimidizoles, which have been proven to be active under hypoxic conditions and to the best of our knowledge there have been no studies investigating the distribution and localisation of this class of compounds in the brain using MALDI MSI. 2. Herein, we report on the distribution of pretomanid in the healthy rat brain after intraperitoneal administration (20 mg/kg) using MALDI MSI. Our findings showed that the drug localises in specific compartments of the rat brain viz. the corpus callosum, a dense network of neurons connecting left and right cerebral hemispheres. 3. This study proves that MALDI MSI technique has great potential for mapping the pretomanid distribution in uninfected tissue samples, without the need for molecular labelling.
Collapse
Affiliation(s)
- Adeola Shobo
- a School of Pharmacy and Pharmacology, University of KwaZulu-Natal , Durban , South Africa and
| | - Dominika Bratkowska
- a School of Pharmacy and Pharmacology, University of KwaZulu-Natal , Durban , South Africa and
| | - Sooraj Baijnath
- a School of Pharmacy and Pharmacology, University of KwaZulu-Natal , Durban , South Africa and
| | - Suhashni Naiker
- a School of Pharmacy and Pharmacology, University of KwaZulu-Natal , Durban , South Africa and
| | - Anou M Somboro
- a School of Pharmacy and Pharmacology, University of KwaZulu-Natal , Durban , South Africa and
| | - Linda A Bester
- b Biomedical Resource Unit , University of KwaZulu-Natal , Durban , South Africa
| | - Sanil D Singh
- b Biomedical Resource Unit , University of KwaZulu-Natal , Durban , South Africa
| | - Tricia Naicker
- a School of Pharmacy and Pharmacology, University of KwaZulu-Natal , Durban , South Africa and
| | - Hendrik G Kruger
- a School of Pharmacy and Pharmacology, University of KwaZulu-Natal , Durban , South Africa and
| | - Thavendran Govender
- a School of Pharmacy and Pharmacology, University of KwaZulu-Natal , Durban , South Africa and
| |
Collapse
|
155
|
Murayama Y, Satoh S, Hashiguchi A, Yamazaki K, Hashimoto H, Sakamoto M. Visualization of acetaminophen-induced liver injury by time-of-flight secondary ion mass spectrometry. Anal Biochem 2015. [PMID: 26209348 DOI: 10.1016/j.ab.2015.07.005] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Abstract
Time-of-flight secondary ion mass spectrometry (MS) provides secondary ion images that reflect distributions of substances with sub-micrometer spatial resolution. To evaluate the use of time-of-flight secondary ion MS to capture subcellular chemical changes in a tissue specimen, we visualized cellular damage showing a three-zone distribution in mouse liver tissue injured by acetaminophen overdose. First, we selected two types of ion peaks related to the hepatocyte nucleus and cytoplasm using control mouse liver. Acetaminophen-overdosed mouse liver was then classified into three areas using the time-of-flight secondary ion MS image of the two types of peaks, which roughly corresponded to established histopathological features. The ion peaks related to the cytoplasm decreased as the injury became more severe, and their origin was assumed to be mostly glycogen based on comparison with periodic acid-Schiff staining images and reference compound spectra. This indicated that the time-of-flight secondary ion MS image of the acetaminophen-overdosed mouse liver represented the chemical changes mainly corresponding to glycogen depletion on a subcellular scale. In addition, this technique also provided information on lipid species related to the injury. These results suggest that time-of-flight secondary ion MS has potential utility in histopathological applications.
Collapse
Affiliation(s)
- Yohei Murayama
- Frontier Research Center, Canon, Ohta-ku, Tokyo 146-8501, Japan.
| | - Shuya Satoh
- Frontier Research Center, Canon, Ohta-ku, Tokyo 146-8501, Japan
| | - Akinori Hashiguchi
- Department of Pathology, School of Medicine, Keio University, Shinjuku-ku, Tokyo 160-8582, Japan
| | - Ken Yamazaki
- Department of Pathology, School of Medicine, Keio University, Shinjuku-ku, Tokyo 160-8582, Japan
| | | | - Michiie Sakamoto
- Department of Pathology, School of Medicine, Keio University, Shinjuku-ku, Tokyo 160-8582, Japan
| |
Collapse
|
156
|
Guo S, Wang Y, Zhou D, Li Z. Electric Field-Assisted Matrix Coating Method Enhances the Detection of Small Molecule Metabolites for Mass Spectrometry Imaging. Anal Chem 2015; 87:5860-5. [DOI: 10.1021/ac504761t] [Citation(s) in RCA: 40] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Affiliation(s)
- Shuai Guo
- Department
of Biophysics and Structural Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, 5 Dongdan
San Tiao, Beijing 100005, PR China
| | - Yanmin Wang
- Department
of Clinical Laboratory, Heze Municipal Hospital, No. 2888, Caozhou Road, Shandong 274031, PR China
| | - Dan Zhou
- Department
of Biophysics and Structural Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, 5 Dongdan
San Tiao, Beijing 100005, PR China
| | - Zhili Li
- Department
of Biophysics and Structural Biology, Institute of Basic Medical Sciences, Chinese Academy of Medical Sciences and Peking Union Medical College, 5 Dongdan
San Tiao, Beijing 100005, PR China
| |
Collapse
|
157
|
Cobice DF, Goodwin RJA, Andren PE, Nilsson A, Mackay CL, Andrew R. Future technology insight: mass spectrometry imaging as a tool in drug research and development. Br J Pharmacol 2015; 172:3266-83. [PMID: 25766375 DOI: 10.1111/bph.13135] [Citation(s) in RCA: 52] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/23/2014] [Revised: 02/09/2015] [Accepted: 03/03/2015] [Indexed: 12/14/2022] Open
Abstract
In pharmaceutical research, understanding the biodistribution, accumulation and metabolism of drugs in tissue plays a key role during drug discovery and development. In particular, information regarding pharmacokinetics, pharmacodynamics and transport properties of compounds in tissues is crucial during early screening. Historically, the abundance and distribution of drugs have been assessed by well-established techniques such as quantitative whole-body autoradiography (WBA) or tissue homogenization with LC/MS analysis. However, WBA does not distinguish active drug from its metabolites and LC/MS, while highly sensitive, does not report spatial distribution. Mass spectrometry imaging (MSI) can discriminate drug and its metabolites and endogenous compounds, while simultaneously reporting their distribution. MSI data are influencing drug development and currently used in investigational studies in areas such as compound toxicity. In in vivo studies MSI results may soon be used to support new drug regulatory applications, although clinical trial MSI data will take longer to be validated for incorporation into submissions. We review the current and future applications of MSI, focussing on applications for drug discovery and development, with examples to highlight the impact of this promising technique in early drug screening. Recent sample preparation and analysis methods that enable effective MSI, including quantitative analysis of drugs from tissue sections will be summarized and key aspects of methodological protocols to increase the effectiveness of MSI analysis for previously undetectable targets addressed. These examples highlight how MSI has become a powerful tool in drug research and development and offers great potential in streamlining the drug discovery process.
Collapse
Affiliation(s)
- D F Cobice
- University/British Heart Foundation Centre for Cardiovascular Science, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
| | - R J A Goodwin
- Drug Metabolism and Distribution, Mass Spectrometry Imaging, AstraZeneca R&D, Macclesfield, UK
| | - P E Andren
- Biomolecular Imaging and Proteomics, National Center for Mass Spectrometry Imaging, Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden
| | - A Nilsson
- Biomolecular Imaging and Proteomics, National Center for Mass Spectrometry Imaging, Department of Pharmaceutical Biosciences, Uppsala University, Uppsala, Sweden
| | - C L Mackay
- SIRCAMS, School of Chemistry, University of Edinburgh, Edinburgh, UK
| | - R Andrew
- University/British Heart Foundation Centre for Cardiovascular Science, Queen's Medical Research Institute, University of Edinburgh, Edinburgh, UK
| |
Collapse
|
158
|
Harvey DJ. Analysis of carbohydrates and glycoconjugates by matrix-assisted laser desorption/ionization mass spectrometry: an update for 2009-2010. MASS SPECTROMETRY REVIEWS 2015; 34:268-422. [PMID: 24863367 PMCID: PMC7168572 DOI: 10.1002/mas.21411] [Citation(s) in RCA: 46] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2013] [Revised: 07/16/2013] [Accepted: 07/16/2013] [Indexed: 05/07/2023]
Abstract
This review is the sixth update of the original article published in 1999 on the application of MALDI mass spectrometry to the analysis of carbohydrates and glycoconjugates and brings coverage of the literature to the end of 2010. General aspects such as theory of the MALDI process, matrices, derivatization, MALDI imaging, arrays and fragmentation are covered in the first part of the review and applications to various structural typed constitutes the remainder. The main groups of compound that are discussed in this section are oligo and polysaccharides, glycoproteins, glycolipids, glycosides and biopharmaceuticals. Many of these applications are presented in tabular form. Also discussed are medical and industrial applications of the technique, studies of enzyme reactions and applications to chemical synthesis.
Collapse
Affiliation(s)
- David J. Harvey
- Department of BiochemistryOxford Glycobiology InstituteUniversity of OxfordOxfordOX1 3QUUK
| |
Collapse
|
159
|
Abstract
The study of a drug's dermal penetration profile provides important pharmaceutical data for the rational development of topical and transdermal delivery systems because the skin is a broadly used delivery route for local and systemic drugs and a potential route for gene therapy and vaccines. Monitoring drug penetration across the skin and quantifying its levels in different skin layers have been constant challenges due to the detection limitations of the available techniques, as well as the inherent interference in this tissue. This review explores and discusses several bionalytical methods that are indispensable tools to study drugs across the skin. In addressing the main topic, we structure the review highlighting the skin as an important route of drug administration and its structure, skin membrane models most used and its properties, in vitro and in vivo assays most used in the study of drug delivery to the skin, the techniques for processing the skin for subsequent analysis by bioanalytical methods that have a theoretical and practical approach showing its applicability, limitations and also including examples of its use. This review has a comprehensive approach in order to help researchers design their experiments and update the applicability and advances in this area of expertise.
Collapse
|
160
|
Galler K, Bräutigam K, Große C, Popp J, Neugebauer U. Making a big thing of a small cell--recent advances in single cell analysis. Analyst 2015; 139:1237-73. [PMID: 24495980 DOI: 10.1039/c3an01939j] [Citation(s) in RCA: 89] [Impact Index Per Article: 9.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Single cell analysis is an emerging field requiring a high level interdisciplinary collaboration to provide detailed insights into the complex organisation, function and heterogeneity of life. This review is addressed to life science researchers as well as researchers developing novel technologies. It covers all aspects of the characterisation of single cells (with a special focus on mammalian cells) from morphology to genetics and different omics-techniques to physiological, mechanical and electrical methods. In recent years, tremendous advances have been achieved in all fields of single cell analysis: (1) improved spatial and temporal resolution of imaging techniques to enable the tracking of single molecule dynamics within single cells; (2) increased throughput to reveal unexpected heterogeneity between different individual cells raising the question what characterizes a cell type and what is just natural biological variation; and (3) emerging multimodal approaches trying to bring together information from complementary techniques paving the way for a deeper understanding of the complexity of biological processes. This review also covers the first successful translations of single cell analysis methods to diagnostic applications in the field of tumour research (especially circulating tumour cells), regenerative medicine, drug discovery and immunology.
Collapse
Affiliation(s)
- Kerstin Galler
- Integrated Research and Treatment Center "Center for Sepsis Control and Care", Jena University Hospital, Erlanger Allee 101, 07747 Jena, Germany
| | | | | | | | | |
Collapse
|
161
|
Palmer AD, Alexandrov T. Serial 3D imaging mass spectrometry at its tipping point. Anal Chem 2015; 87:4055-62. [PMID: 25817912 DOI: 10.1021/ac504604g] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Since biology is by and large a 3-dimensional phenomenon, it is hardly surprising that 3D imaging has had a significant impact on many challenges in the life sciences. Imaging mass spectrometry (MS) is a spatially resolved label-free analytical technique that recently maturated into a powerful tool for in situ localization of hundreds of molecular species. Serial 3D imaging MS reconstructs 3D molecular images from serial sections imaged with mass spectrometry. As such, it provides a novel 3D imaging modality inheriting the advantages of imaging MS. Serial 3D imaging MS has been steadily developing over the past decade, and many of the technical challenges have been met. Essential tools and protocols were developed, in particular to improve the reproducibility of sample preparation, speed up data acquisition, and enable computationally intensive analysis of the big data generated. As a result, experimental data is starting to emerge that takes advantage of the extra spatial dimension that 3D imaging MS offers. Most studies still focus on method development rather than on exploring specific biological problems. The future success of 3D imaging MS requires it to find its own niche alongside existing 3D imaging modalities through finding applications that benefit from 3D imaging and at the same time utilize the unique chemical sensitivity of imaging mass spectrometry. This perspective critically reviews the challenges encountered during the development of serial-sectioning 3D imaging MS and discusses the steps needed to tip it from being an academic curiosity into a tool of choice for answering biological and medical questions.
Collapse
Affiliation(s)
- Andrew D Palmer
- †European Molecular Biology Laboratory, Meyerhofstrasse 1, 69117 Heidelberg, Germany.,‡Center for Industrial Mathematics, University of Bremen, 28359 Bremen, Germany
| | - Theodore Alexandrov
- †European Molecular Biology Laboratory, Meyerhofstrasse 1, 69117 Heidelberg, Germany.,‡Center for Industrial Mathematics, University of Bremen, 28359 Bremen, Germany.,§SCiLS GmbH, 28359 Bremen, Germany.,∥Skaggs School of Pharmacy and Pharmaceutical Sciences, University of California, San Diego, San Diego, California 92161, United States
| |
Collapse
|
162
|
Prentice BM, Chumbley CW, Caprioli RM. High-speed MALDI MS/MS imaging mass spectrometry using continuous raster sampling. JOURNAL OF MASS SPECTROMETRY : JMS 2015; 50:703-10. [PMID: 26149115 PMCID: PMC4498415 DOI: 10.1002/jms.3579] [Citation(s) in RCA: 79] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/19/2014] [Revised: 01/30/2015] [Accepted: 02/09/2015] [Indexed: 05/03/2023]
Abstract
A matrix-assisted laser desorption/ionization time of flight/time of flight tandem mass spectrometer (MALDI TOF/TOF) has been used for high-speed precursor/fragment ion transition image acquisition. High-throughput analysis is facilitated by an Nd:YLF solid state laser capable of pulse repetition rates up to 5 kHz, a high digitizer acquisition rate (up to 50 pixels/s), and continuous laser raster sampling. MS/MS experiments are enabled through the use of a precision timed ion selector, second source acceleration, and a dedicated collision cell. Continuous raster sampling is shown here to facilitate rapid MS/MS ion image acquisition from thin tissue sections for the drug rifampicin and for a common kidney lipid, SM4s(d18:1/24:1). The ability to confirm the structural identity of an analyte as part of the MS/MS imaging experiment is an essential part of the analysis. Additionally, the increase in sensitivity and specificity afforded by an MS/MS approach is highly advantageous, especially when interrogating complex chemical environments such as those in biological tissues. Herein, we report continuous laser raster sampling TOF/TOF imaging methodologies which demonstrate 8 to 14-fold increases in throughput compared with existing MS/MS instrumentation, an important advantage when imaging large areas on tissues.
Collapse
Affiliation(s)
- Boone M. Prentice
- Department of Biochemistry, Nashville, TN 37232
- Mass Spectrometry Research Center, Nashville, TN 37232
| | - Chad W. Chumbley
- Department of Chemistry, Nashville, TN 37232
- Mass Spectrometry Research Center, Nashville, TN 37232
| | - Richard M. Caprioli
- Department of Biochemistry, Nashville, TN 37232
- Department of Chemistry, Nashville, TN 37232
- Departments of Pharmacology and Medicine, Nashville, TN 37232
- Mass Spectrometry Research Center, Nashville, TN 37232
| |
Collapse
|
163
|
O'Brien JT, Williams ER, Holman HYN. Ambient infrared laser ablation mass spectrometry (AIRLAB-MS) of live plant tissue with plume capture by continuous flow solvent probe. Anal Chem 2015; 87:2631-8. [PMID: 25622206 DOI: 10.1021/ac503383p] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
A new experimental setup for spatially resolved ambient infrared laser ablation-mass spectrometry (AIRLAB-MS) that uses an infrared microscope with an infinity-corrected reflective objective and a continuous flow solvent probe coupled to a Fourier transform ion cyclotron resonance mass spectrometer is described. The efficiency of material transfer from the sample to the electrospray ionization emitter was determined using glycerol/methanol droplets containing 1 mM nicotine and is ∼50%. This transfer efficiency is significantly higher than values reported for similar techniques. Laser desorption does not induce fragmentation of biomolecules in droplets containing bradykinin, leucine enkephalin and myoglobin, but loss of the heme group from myoglobin occurs as a result of the denaturing solution used. An application of AIRLAB-MS to biological materials is demonstrated for tobacco leaves. Chemical components are identified from the spatially resolved mass spectra of the ablated plant material, including nicotine and uridine. The reproducibility of measurements made using AIRLAB-MS on plant material was demonstrated by the ablation of six closely spaced areas (within 2 × 2 mm) on a young tobacco leaf, and the results indicate a standard deviation of <10% in the uridine signal obtained for each area. The spatial distribution of nicotine was measured for selected leaf areas and variation in the relative nicotine levels (15-100%) was observed. Comparative analysis of the nicotine distribution was demonstrated for two tobacco plant varieties, a genetically modified plant and its corresponding wild-type, indicating generally higher nicotine levels in the mutant.
Collapse
Affiliation(s)
- Jeremy T O'Brien
- Ecology Department, Earth Sciences Division, Lawrence Berkeley National Laboratory , Berkeley, California 94720-0001, United States
| | | | | |
Collapse
|
164
|
Van de Plas R, Yang J, Spraggins J, Caprioli RM. Image fusion of mass spectrometry and microscopy: a multimodality paradigm for molecular tissue mapping. Nat Methods 2015; 12:366-72. [PMID: 25707028 PMCID: PMC4382398 DOI: 10.1038/nmeth.3296] [Citation(s) in RCA: 189] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2014] [Accepted: 12/08/2014] [Indexed: 01/04/2023]
Abstract
A new predictive imaging modality is created through the ‘fusion’ of two distinct technologies: imaging mass spectrometry (IMS) and microscopy. IMS-generated molecular maps, rich in chemical information but having coarse spatial resolution, are combined with optical microscopy maps, which have relatively low chemical specificity but high spatial information. The resulting images combine the advantages of both technologies, enabling prediction of a molecular distribution both at high spatial resolution and with high chemical specificity. Multivariate regression is used to model variables in one technology, using variables from the other technology. Several applications demonstrate the remarkable potential of image fusion: (i) ‘sharpening’ of IMS images, which uses microscopy measurements to predict ion distributions at a spatial resolution that exceeds that of measured ion images by ten times or more; (ii) prediction of ion distributions in tissue areas that were not measured by IMS; and (iii) enrichment of biological signals and attenuation of instrumental artifacts, revealing insights that are not easily extracted from either microscopy or IMS separately. Image fusion enables a new multi-modality paradigm for tissue exploration whereby mining relationships between different imaging sensors yields novel imaging modalities that combine and surpass what can be gleaned from the individual technologies alone.
Collapse
Affiliation(s)
- Raf Van de Plas
- 1] Mass Spectrometry Research Center, Vanderbilt University, Nashville, Tennessee, USA. [2] Department of Biochemistry, Vanderbilt University, Nashville, Tennessee, USA. [3] Delft Center for Systems and Control, Delft University of Technology, Delft, the Netherlands
| | - Junhai Yang
- 1] Mass Spectrometry Research Center, Vanderbilt University, Nashville, Tennessee, USA. [2] Department of Biochemistry, Vanderbilt University, Nashville, Tennessee, USA
| | - Jeffrey Spraggins
- 1] Mass Spectrometry Research Center, Vanderbilt University, Nashville, Tennessee, USA. [2] Department of Biochemistry, Vanderbilt University, Nashville, Tennessee, USA
| | - Richard M Caprioli
- 1] Mass Spectrometry Research Center, Vanderbilt University, Nashville, Tennessee, USA. [2] Department of Biochemistry, Vanderbilt University, Nashville, Tennessee, USA. [3] Department of Chemistry, Vanderbilt University, Nashville, Tennessee, USA. [4] Department of Pharmacology, Vanderbilt University, Nashville, Tennessee, USA. [5] Department of Medicine, Vanderbilt University, Nashville, Tennessee, USA
| |
Collapse
|
165
|
Muller L, Kailas A, Jackson SN, Roux A, Barbacci DC, Schultz JA, Balaban CD, Woods AS. Lipid imaging within the normal rat kidney using silver nanoparticles by matrix-assisted laser desorption/ionization mass spectrometry. Kidney Int 2015; 88:186-92. [PMID: 25671768 PMCID: PMC4527327 DOI: 10.1038/ki.2015.3] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2014] [Revised: 11/24/2014] [Accepted: 12/05/2014] [Indexed: 02/07/2023]
Abstract
The well-characterized cellular and structural components of the kidney show distinct regional compositions and distribution of lipids. In order to more fully analyze the renal lipidome we developed a matrix-assisted laser desorption/ionization mass spectrometry approach for imaging that may be used to pinpoint sites of changes from normal in pathological conditions. This was accomplished by implanting sagittal cryostat rat kidney sections with a stable, quantifiable and reproducible uniform layer of silver using a magnetron sputtering source to form silver nanoparticles. Thirty-eight lipid species including seven ceramides, eight diacylglycerols, 22 triacylglycerols, and cholesterol were detected and imaged in positive ion mode. Thirty-six lipid species consisting of seven sphingomyelins, 10 phosphatidylethanolamines, one phosphatidylglycerol, seven phosphatidylinositols, and 11 sulfatides were imaged in negative ion mode for a total of seventy-four high-resolution lipidome maps of the normal kidney. Thus, our approach is a powerful tool not only for studying structural changes in animal models of disease, but also for diagnosing and tracking stages of disease in human kidney tissue biopsies.
Collapse
Affiliation(s)
- Ludovic Muller
- 1] Structural Biology Unit, NIDA IRP, NIH, Baltimore, Maryland, USA [2] Departments of Otolaryngology, Neurobiology, Communication Sciences & Disorders, and Bioengineering, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Ajay Kailas
- Structural Biology Unit, NIDA IRP, NIH, Baltimore, Maryland, USA
| | | | - Aurelie Roux
- Structural Biology Unit, NIDA IRP, NIH, Baltimore, Maryland, USA
| | - Damon C Barbacci
- 1] Structural Biology Unit, NIDA IRP, NIH, Baltimore, Maryland, USA [2] Ionwerks, Houston, Texas, USA
| | | | - Carey D Balaban
- Departments of Otolaryngology, Neurobiology, Communication Sciences & Disorders, and Bioengineering, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Amina S Woods
- Structural Biology Unit, NIDA IRP, NIH, Baltimore, Maryland, USA
| |
Collapse
|
166
|
Anderson DMG, Floyd KA, Barnes S, Clark JM, Clark JI, Mchaourab H, Schey KL. A method to prevent protein delocalization in imaging mass spectrometry of non-adherent tissues: application to small vertebrate lens imaging. Anal Bioanal Chem 2015; 407:2311-20. [PMID: 25665708 DOI: 10.1007/s00216-015-8489-5] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2014] [Revised: 01/05/2015] [Accepted: 01/13/2015] [Indexed: 11/29/2022]
Abstract
MALDI imaging requires careful sample preparation to obtain reliable, high-quality images of small molecules, peptides, lipids, and proteins across tissue sections. Poor crystal formation, delocalization of analytes, and inadequate tissue adherence can affect the quality, reliability, and spatial resolution of MALDI images. We report a comparison of tissue mounting and washing methods that resulted in an optimized method using conductive carbon substrates that avoids thaw mounting or washing steps, minimizes protein delocalization, and prevents tissue detachment from the target surface. Application of this method to image ocular lens proteins of small vertebrate eyes demonstrates the improved methodology for imaging abundant crystallin protein products. This method was demonstrated for tissue sections from rat, mouse, and zebrafish lenses resulting in good-quality MALDI images with little to no delocalization. The images indicate, for the first time in mouse and zebrafish, discrete localization of crystallin protein degradation products resulting in concentric rings of distinct protein contents that may be responsible for the refractive index gradient of vertebrate lenses.
Collapse
Affiliation(s)
- David M G Anderson
- Department of Biochemistry, Mass Spectrometry Research Center, Vanderbilt University School of Medicine, Nashville, TN, 37205-0146, USA
| | | | | | | | | | | | | |
Collapse
|
167
|
Palmer AD, Bunch J, Styles IB. The use of random projections for the analysis of mass spectrometry imaging data. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2015; 26:315-22. [PMID: 25522725 PMCID: PMC4320302 DOI: 10.1007/s13361-014-1024-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2014] [Revised: 08/28/2014] [Accepted: 10/08/2014] [Indexed: 05/04/2023]
Abstract
The 'curse of dimensionality' imposes fundamental limits on the analysis of the large, information rich datasets that are produced by mass spectrometry imaging. Additionally, such datasets are often too large to be analyzed as a whole and so dimensionality reduction is required before further analysis can be performed. We investigate the use of simple random projections for the dimensionality reduction of mass spectrometry imaging data and examine how they enable efficient and fast segmentation using k-means clustering. The method is computationally efficient and can be implemented such that only one spectrum is needed in memory at any time. We use this technique to reveal histologically significant regions within MALDI images of diseased human liver. Segmentation results achieved following a reduction in the dimensionality of the data by more than 99% (without peak picking) showed that histologic changes due to disease can be automatically visualized from molecular images.
Collapse
Affiliation(s)
- Andrew D. Palmer
- PSIBS Doctoral Training Centre, University of Birmingham, Edgbaston B15 2TT Birmingham, UK
- Zentrum für Technomathematik, Fachbereich 3, Universität Bremen, Postfach 33 04 40, 28334 Bremen, Deutschland
| | - Josephine Bunch
- National Physical Laboratory, Hampton Road, Teddington, TW11 0LW Middlesex, UK
- School of Pharmacy, University of Nottingham, University Park NG7 2RD Nottingham, UK
| | - Iain B. Styles
- School of Computer Science, University of Birmingham, Edgbaston B15 2TT Birmingham, UK
| |
Collapse
|
168
|
Barceló-Coblijn G, Fernández JA. Mass spectrometry coupled to imaging techniques: the better the view the greater the challenge. Front Physiol 2015; 6:3. [PMID: 25657625 PMCID: PMC4302787 DOI: 10.3389/fphys.2015.00003] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2014] [Accepted: 01/06/2015] [Indexed: 11/13/2022] Open
Abstract
These are definitively exciting times for membrane lipid researchers. Once considered just as the cell membrane building blocks, the important role these lipids play is steadily being acknowledged. The improvement occurred in mass spectrometry techniques (MS) allows the establishment of the precise lipid composition of biological extracts. However, to fully understand the biological function of each individual lipid species, we need to know its spatial distribution and dynamics. In the past 10 years, the field has experienced a profound revolution thanks to the development of MS-based techniques allowing lipid imaging (MSI). Images reveal and verify what many lipid researchers had already shown by different means, but none as convincing as an image: each cell type presents a specific lipid composition, which is highly sensitive to its physiological and pathological state. While these techniques will help to place membrane lipids in the position they deserve, they also open the black box containing all the unknown regulatory mechanisms accounting for such tailored lipid composition. Thus, these results urges to different disciplines to redefine their paradigm of study by including the complexity revealed by the MSI techniques.
Collapse
Affiliation(s)
- Gwendolyn Barceló-Coblijn
- Lipids in Human Pathology, Research Unit, Hospital Universitari Son Espases, Institut d'Investigació Sanitària de Palma (IdISPa) Palma, Spain
| | - José A Fernández
- Departamento de Química-Física, Facultad de Ciencia y Tecnología, Universidad del País Vasco (UPV/EHU) Leioa, Spain
| |
Collapse
|
169
|
Nilsson A, Goodwin RJA, Shariatgorji M, Vallianatou T, Webborn PJH, Andrén PE. Mass Spectrometry Imaging in Drug Development. Anal Chem 2015; 87:1437-55. [DOI: 10.1021/ac504734s] [Citation(s) in RCA: 133] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Affiliation(s)
- Anna Nilsson
- Biomolecular
Imaging and Proteomics, National Center for Mass Spectrometry Imaging,
Department of Pharmaceutical Biosciences, Uppsala University, P.O. Box 591 BMC, 75124 Uppsala, Sweden
| | - Richard J. A. Goodwin
- Drug Safety & Metabolism, Innovative Medicines, AstraZeneca, Darwin Building 310, Cambridge Science Park, Milton Road, Cambridge, Cambridgeshire CB4 OWG, U.K
| | - Mohammadreza Shariatgorji
- Biomolecular
Imaging and Proteomics, National Center for Mass Spectrometry Imaging,
Department of Pharmaceutical Biosciences, Uppsala University, P.O. Box 591 BMC, 75124 Uppsala, Sweden
| | - Theodosia Vallianatou
- Biomolecular
Imaging and Proteomics, National Center for Mass Spectrometry Imaging,
Department of Pharmaceutical Biosciences, Uppsala University, P.O. Box 591 BMC, 75124 Uppsala, Sweden
| | - Peter J. H. Webborn
- Drug Safety & Metabolism, Innovative Medicines, AstraZeneca, Darwin Building 310, Cambridge Science Park, Milton Road, Cambridge, Cambridgeshire CB4 OWG, U.K
| | - Per E. Andrén
- Biomolecular
Imaging and Proteomics, National Center for Mass Spectrometry Imaging,
Department of Pharmaceutical Biosciences, Uppsala University, P.O. Box 591 BMC, 75124 Uppsala, Sweden
| |
Collapse
|
170
|
Hanrieder J, Malmberg P, Ewing AG. Spatial neuroproteomics using imaging mass spectrometry. BIOCHIMICA ET BIOPHYSICA ACTA-PROTEINS AND PROTEOMICS 2015; 1854:718-31. [PMID: 25582083 DOI: 10.1016/j.bbapap.2014.12.026] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/30/2014] [Revised: 12/11/2014] [Accepted: 12/19/2014] [Indexed: 12/12/2022]
Abstract
The nervous system constitutes arguably the most complicated and least understood cellular network in the human body. This consequently manifests itself in the fact that the molecular bases of neurodegenerative diseases remain unknown. The limited understanding of neurobiological mechanisms relates directly to the lack of appropriate bioanalytical technologies that allow highly resolved, sensitive, specific and comprehensive molecular imaging in complex biological matrices. Imaging mass spectrometry (IMS) is an emerging technique for molecular imaging. The technique is characterized by its high chemical specificity allowing comprehensive, spatial protein and peptide profiling in situ. Imaging MS represents therefore a powerful approach for investigation of spatio-temporal protein and peptide regulations in CNS derived tissue and cells. This review aims to provide a concise overview of major developments and applications concerning imaging mass spectrometry based protein and peptide profiling in neurobiological and biomedical research. This article is part of a Special Issue entitled: Neuroproteomics: Applications in Neuroscience and Neurology.
Collapse
Affiliation(s)
- Jörg Hanrieder
- National Center for Imaging Mass Spectrometry, University of Gothenburg and Chalmers University of Technology, Gothenburg, Sweden; Department of Chemical and Biological Engineering, Chalmers University of Technology, Gothenburg, Sweden; Institute of Neuroscience and Physiology, Department Psychiatry and Neurochemistry, University of Gothenburg, Sahlgrenska University Hospital Mölndal, Mölndal, Sweden
| | - Per Malmberg
- National Center for Imaging Mass Spectrometry, University of Gothenburg and Chalmers University of Technology, Gothenburg, Sweden; Department of Chemical and Biological Engineering, Chalmers University of Technology, Gothenburg, Sweden
| | - Andrew G Ewing
- National Center for Imaging Mass Spectrometry, University of Gothenburg and Chalmers University of Technology, Gothenburg, Sweden; Department of Chemical and Biological Engineering, Chalmers University of Technology, Gothenburg, Sweden; Department of Chemistry and Molecular Biology, University of Gothenburg, Gothenburg, Sweden.
| |
Collapse
|
171
|
Brown VL, He L. Current status and future prospects of mass spectrometry imaging of small molecules. Methods Mol Biol 2015; 1203:1-7. [PMID: 25361661 DOI: 10.1007/978-1-4939-1357-2_1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
In the field of small-molecule studies, vast efforts have been put forth in order to comprehensively characterize and quantify metabolites formed from complex mechanistic pathways within biochemical and biological organisms. Many technologies and methodologies have been developed to aid understanding of the inherent complexities within biological metabolomes. Specifically, mass spectroscopy imaging (MSI) has emerged as a foundational technique in gaining insight into the molecular entities within cells, tissues, and whole-body samples. In this chapter we provide a brief overview of major technical components involved in MSI, including topics such as sample preparation, analyte ionization, ion detection, and data analysis. Emerging applications are briefly summarized as well, but details will be presented in the following chapters.
Collapse
Affiliation(s)
- Victoria L Brown
- Department of Chemistry, North Carolina State University, 2620 Yarbrough Drive, CB 8204, Raleigh, NC, 27695, USA
| | | |
Collapse
|
172
|
Abstract
Infrared laser ablation sample transfer (IR-LAST) is a novel ambient sampling technique for mass spectrometry. In this technique, a pulsed mid-IR laser is used to ablate materials that are collected for mass spectrometry analysis; the material can be a solid sample or deposited on a sample target. After collection, the sample can be further separated or analyzed directly by mass spectrometry. For IR-LAST sample transfer tissue imaging using MALDI mass spectrometry, a tissue section is placed on a sample slide and material transferred to a target slide by scanning the tissue sample under a focused laser beam using transmission-mode (back side) IR laser ablation. After transfer, the target slide is analyzed using MALDI imaging. The spatial resolution is approximately 400 μm and limited by the spread of the laser desorption plume. IR-LAST for MALDI imaging provides several new capabilities including ambient sampling, area to spot concentration of ablated material, multiple ablation and analysis from a single section, and direct deposition on matrix-free nanostructured targets.
Collapse
Affiliation(s)
- Sung-Gun Park
- Department of Chemistry, Louisiana State University, Baton Rouge, LA, 70803, USA
| | | |
Collapse
|
173
|
Feenstra AD, Hansen RL, Lee YJ. Multi-matrix, dual polarity, tandem mass spectrometry imaging strategy applied to a germinated maize seed: toward mass spectrometry imaging of an untargeted metabolome. Analyst 2015; 140:7293-304. [DOI: 10.1039/c5an01079a] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Mass spectrometry imaging strategy to allow for visualization and identification of compounds on tissue to help understand plant metabolism.
Collapse
Affiliation(s)
- Adam D. Feenstra
- Department of Chemistry
- Iowa State University
- Ames
- USA
- Ames Laboratory-US DOE
| | - Rebecca L. Hansen
- Department of Chemistry
- Iowa State University
- Ames
- USA
- Ames Laboratory-US DOE
| | - Young Jin Lee
- Department of Chemistry
- Iowa State University
- Ames
- USA
- Ames Laboratory-US DOE
| |
Collapse
|
174
|
Ghorai S, Seneviratne CA, Murray KK. Tip-enhanced laser ablation sample transfer for biomolecule mass spectrometry. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2015; 26:63-70. [PMID: 25287125 PMCID: PMC4276512 DOI: 10.1007/s13361-014-1005-x] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2014] [Revised: 09/10/2014] [Accepted: 09/11/2014] [Indexed: 06/03/2023]
Abstract
Atomic force microscope (AFM) tip-enhanced laser ablation was used to transfer molecules from thin films to a suspended silver wire for off-line mass spectrometry using laser desorption ionization (LDI) and matrix-assisted laser desorption ionization (MALDI). An AFM with a 30 nm radius gold-coated silicon tip was used to image the sample and to hold the tip 15 nm from the surface for material removal using a 355 nm Nd:YAG laser. The ablated material was captured on a silver wire that was held 300 μm vertically and 100 μm horizontally from the tip. For the small molecules anthracene and rhodamine 6G, the wire was cut and affixed to a metal target using double-sided conductive tape and analyzed by LDI using a commercial laser desorption time-of-flight mass spectrometer. Approximately 100 fg of material was ablated from each of the 1 μm ablation spots and transferred with approximately 3% efficiency. For larger polypeptide molecules angiotensin II and bovine insulin, the captured material was dissolved in saturated matrix solution and deposited on a target for MALDI analysis.
Collapse
Affiliation(s)
- Suman Ghorai
- Louisiana State University, Louisiana State University, Baton Rouge, Louisiana, 70803, USA
| | | | - Kermit K. Murray
- Louisiana State University, Louisiana State University, Baton Rouge, Louisiana, 70803, USA
| |
Collapse
|
175
|
Taverna D, Pollins AC, Sindona G, Caprioli RM, Nanney LB. Imaging mass spectrometry for assessing cutaneous wound healing: analysis of pressure ulcers. J Proteome Res 2014; 14:986-96. [PMID: 25488653 PMCID: PMC4324443 DOI: 10.1021/pr5010218] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
![]()
Imaging
mass spectrometry (IMS) was employed for the analysis of
frozen skin biopsies to investigate the differences between stage
IV pressure ulcers that remain stalled, stagnant, and unhealed versus
those exhibiting clinical and histological signs of improvement. Our
data reveal a rich diversity of proteins that are dynamically modulated,
and we selectively highlight a family of calcium binding proteins
(S-100 molecules) including calcyclin (S100-A6), calgranulins A (S100-A8)
and B (S100-A9), and calgizzarin (S100-A11). IMS allowed us to target
three discrete regions of interest: the wound bed, adjacent dermis,
and hypertrophic epidermis. Plots derived using unsupervised principal
component analysis of the global protein signatures within these three
spatial niches indicate that these data from wound signatures have
potential as a prognostic tool since they appear to delineate wounds
that are favorably responding to therapeutic interventions versus
those that remain stagnant or intractable in their healing status.
Our discovery-based approach with IMS augments current knowledge of
the molecular signatures within pressure ulcers while providing a
rationale for a focused examination of the role of calcium modulators
within the context of impaired wound healing.
Collapse
Affiliation(s)
- Domenico Taverna
- Dipartimento di Chimica e Tecnologie Chimiche, Università della Calabria , Via P. Bucci, cubo 12/D, Arcavacata di Rende, CS, 87036, Italy
| | | | | | | | | |
Collapse
|
176
|
Vaikkinen A, Shrestha B, Koivisto J, Kostiainen R, Vertes A, Kauppila TJ. Laser ablation atmospheric pressure photoionization mass spectrometry imaging of phytochemicals from sage leaves. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2014; 28:2490-6. [PMID: 25366396 DOI: 10.1002/rcm.7043] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/04/2014] [Revised: 08/22/2014] [Accepted: 09/03/2014] [Indexed: 05/03/2023]
Abstract
RATIONALE Despite fast advances in ambient mass spectrometry imaging (MSI), the study of neutral and nonpolar compounds directly from biological matrices remains challenging. In this contribution, we explore the feasibility of laser ablation atmospheric pressure photoionization (LAAPPI) for MSI of phytochemicals in sage (Salvia officinalis) leaves. METHODS Sage leaves were studied by LAAPPI-time-of-flight (TOF)-MSI without any sample preparation. Leaf mass spectra were also recorded with laser ablation electrospray ionization (LAESI) mass spectrometry and the spectra were compared with those obtained by LAAPPI. RESULTS Direct probing of the plant tissue by LAAPPI efficiently produced ions from plant metabolites, including neutral and nonpolar terpenes that do not have polar functional groups, as well as oxygenated terpene derivatives. Monoterpenes and monoterpenoids could also be studied from sage by LAESI, but only LAAPPI was able to detect larger nonpolar compounds, such as sesquiterpenes and triterpenoid derivatives, from the leaf matrix. Alternative MSI methods for nonpolar compounds, such as desorption atmospheric pressure photoionization (DAPPI), do not achieve as good spatial resolution as LAAPPI (<400 µm). CONCLUSIONS We show that MSI with LAAPPI is a useful tool for concurrently studying the distribution of polar and nonpolar compounds, such as phytochemicals, directly from complex biological samples, and it can provide information that is not available by other, established methods.
Collapse
Affiliation(s)
- Anu Vaikkinen
- Division of Pharmaceutical Chemistry and Technology, Faculty of Pharmacy, P.O. Box 56 (Viikinkaari 5 E), 00014 University of Helsinki, Helsinki, Finland
| | | | | | | | | | | |
Collapse
|
177
|
Wang J, Qiu S, Chen S, Xiong C, Liu H, Wang J, Zhang N, Hou J, He Q, Nie Z. MALDI-TOF MS Imaging of Metabolites with a N-(1-Naphthyl) Ethylenediamine Dihydrochloride Matrix and Its Application to Colorectal Cancer Liver Metastasis. Anal Chem 2014; 87:422-30. [DOI: 10.1021/ac504294s] [Citation(s) in RCA: 97] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- Jianing Wang
- Key Laboratory
of Analytical Chemistry for Living Biosystems, Institute of Chemistry Chinese Academy of Sciences, Beijing 100190, China
- Beijing National Laboratory for Molecular Sciences, Beijing 100190, China
| | - Shulan Qiu
- The Key Laboratory of Remodeling-Related Cardiovascular
Diseases, Capital Medical University, Ministry of Education, Beijing
Institute of Heart Lung and Blood Vessel Diseases, Beijing Anzhen
Hospital Affiliated to the Capital Medical University, Beijing 100029, China
| | - Suming Chen
- Key Laboratory
of Analytical Chemistry for Living Biosystems, Institute of Chemistry Chinese Academy of Sciences, Beijing 100190, China
- Beijing National Laboratory for Molecular Sciences, Beijing 100190, China
| | - Caiqiao Xiong
- Key Laboratory
of Analytical Chemistry for Living Biosystems, Institute of Chemistry Chinese Academy of Sciences, Beijing 100190, China
- Beijing National Laboratory for Molecular Sciences, Beijing 100190, China
| | - Huihui Liu
- Key Laboratory
of Analytical Chemistry for Living Biosystems, Institute of Chemistry Chinese Academy of Sciences, Beijing 100190, China
- Beijing National Laboratory for Molecular Sciences, Beijing 100190, China
| | - Jiyun Wang
- Key Laboratory
of Analytical Chemistry for Living Biosystems, Institute of Chemistry Chinese Academy of Sciences, Beijing 100190, China
- Beijing National Laboratory for Molecular Sciences, Beijing 100190, China
| | - Ning Zhang
- Key Laboratory
of Analytical Chemistry for Living Biosystems, Institute of Chemistry Chinese Academy of Sciences, Beijing 100190, China
- Beijing National Laboratory for Molecular Sciences, Beijing 100190, China
| | - Jian Hou
- Key Laboratory
of Analytical Chemistry for Living Biosystems, Institute of Chemistry Chinese Academy of Sciences, Beijing 100190, China
- Beijing National Laboratory for Molecular Sciences, Beijing 100190, China
| | - Qing He
- Key Laboratory
of Analytical Chemistry for Living Biosystems, Institute of Chemistry Chinese Academy of Sciences, Beijing 100190, China
- Beijing National Laboratory for Molecular Sciences, Beijing 100190, China
| | - Zongxiu Nie
- Key Laboratory
of Analytical Chemistry for Living Biosystems, Institute of Chemistry Chinese Academy of Sciences, Beijing 100190, China
- Beijing National Laboratory for Molecular Sciences, Beijing 100190, China
- Beijing Center for Mass Spectrometry, Beijing 100190, China
| |
Collapse
|
178
|
Guo C, Tang F, Chen J, Wang X, Zhang S, Zhang X. Development of dielectric-barrier-discharge ionization. Anal Bioanal Chem 2014; 407:2345-64. [DOI: 10.1007/s00216-014-8281-y] [Citation(s) in RCA: 55] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2014] [Revised: 10/16/2014] [Accepted: 10/17/2014] [Indexed: 10/24/2022]
|
179
|
Fröhlich SM, Archodoulaki VM, Allmaier G, Marchetti-Deschmann M. MALDI-TOF Mass Spectrometry Imaging Reveals Molecular Level Changes in Ultrahigh Molecular Weight Polyethylene Joint Implants in Correlation with Lipid Adsorption. Anal Chem 2014; 86:9723-32. [DOI: 10.1021/ac5025232] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Affiliation(s)
- Sophie M. Fröhlich
- Institute of Chemical
Technologies and Analytics, Vienna University of Technology, Getreidemarkt 9, 1090 Vienna, Austria
| | - Vasiliki-Maria Archodoulaki
- Institute
of Materials
Science and Technology, Vienna University of Technology, Favoritenstrasse 9-11, 1040 Vienna, Austria
| | - Günter Allmaier
- Institute of Chemical
Technologies and Analytics, Vienna University of Technology, Getreidemarkt 9, 1090 Vienna, Austria
| | - Martina Marchetti-Deschmann
- Institute of Chemical
Technologies and Analytics, Vienna University of Technology, Getreidemarkt 9, 1090 Vienna, Austria
| |
Collapse
|
180
|
Breault-Turcot J, Chaurand P, Masson JF. Unravelling Nonspecific Adsorption of Complex Protein Mixture on Surfaces with SPR and MS. Anal Chem 2014; 86:9612-9. [DOI: 10.1021/ac502077b] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Affiliation(s)
- Julien Breault-Turcot
- Département
de Chimie, Université de Montréal, C.P. 6128 Succursale Centre-Ville, Montreal, Quebec Canada, H3C 3J7
| | - Pierre Chaurand
- Département
de Chimie, Université de Montréal, C.P. 6128 Succursale Centre-Ville, Montreal, Quebec Canada, H3C 3J7
| | - Jean-Francois Masson
- Département
de Chimie, Université de Montréal, C.P. 6128 Succursale Centre-Ville, Montreal, Quebec Canada, H3C 3J7
- Centre
for Self-Assembled Chemical Structures (CSACS), McGill University, Otto
Maass Building Room 414, 801 Sherbrooke Street West, Montreal, Quebec, Canada, H3A 2K6
| |
Collapse
|
181
|
Fröhlich SM, Dorrer V, Archodoulaki VM, Allmaier G, Marchetti-Deschmann M. Synovial fluid protein adsorption on polymer-based artificial hip joint material investigated by MALDI-TOF mass spectrometry imaging. EUPA OPEN PROTEOMICS 2014. [DOI: 10.1016/j.euprot.2014.05.001] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
|
182
|
Zhang Z, Kuang J, Li L. Liquid chromatography-matrix-assisted laser desorption/ionization mass spectrometric imaging with sprayed matrix for improved sensitivity, reproducibility and quantitation. Analyst 2014; 138:6600-6. [PMID: 24003441 DOI: 10.1039/c3an01225e] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Matrix-assisted laser desorption/ionization (MALDI) mass spectrometric imaging (MSI) has been employed as a detection method for both capillary electrophoresis (CE)-MALDI and liquid chromatography (LC)-MALDI analyses. Based on our previous studies, here we report a new interface to couple LC with MSI by employing an automated matrix sprayer. The LC trace is directly collected on a ground stainless steel MALDI plate and dried. The matrix is sprayed on the MALDI plate using a programmable matrix sprayer. With the highly uniform matrix layers produced from the sprayer, the MS image signal quality is significantly improved with enhanced signal-to-noise ratios for analyte peaks. With the programmable matrix application and imaging MS data acquisition, the new LC-MSI platform exhibits highly stable and reproducible performance. A total of 87 bovine serum albumin (BSA) tryptic peptides and 295 putative neuropeptides from blue crab pericardial organs have been observed with LC-MSI analysis, exhibiting better performance in terms of peptide coverage than regular LC-MALDI with discrete spot collection and our previously reported LC-MSI interface with the matrix being delivered by a capillary. In addition to relative quantitation with isotopic labeling as we have previously demonstrated, we performed the first absolute quantitation using the new LC-MSI platform and obtained accurate quantitation results for neuropeptides, indicating great potential for quantitative analysis of complex samples.
Collapse
Affiliation(s)
- Zichuan Zhang
- School of Pharmacy, University of Wisconsin, 777 Highland Avenue, Madison, Wisconsin 53705, USA.
| | | | | |
Collapse
|
183
|
Jackson SN, Barbacci D, Egan T, Lewis EK, Schultz JA, Woods AS. MALDI-Ion Mobility Mass Spectrometry of Lipids in Negative Ion Mode. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2014; 6:5001-5007. [PMID: 24999374 PMCID: PMC4078893 DOI: 10.1039/c4ay00320a] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
Abstract
Profiling and imaging MALDI mass spectrometry (MS) allows detection and localization of biomolecules in tissue, of which lipids are a major component. However, due to the in situ nature of this technique, complexity of tissue and need for a chemical matrix, the recorded signal is complex and can be difficult to assign. Ion mobility adds a dimension that provides coarse shape information, separating isobaric lipids, peptides, and oligonucleotides along distinct familial trend lines before mass analysis. Previous work using MALDI-ion mobility mass spectrometry to analyze and image lipids has been conducted mainly in positive ion mode, although several lipid classes ionize preferentially in negative ion mode. This work highlights recent data acquired in negative ion mode to detect glycerophosphoethanolamines (PEs), glycerophosphoserines (PSs), glycerophosphoglycerols (PGs), glycerolphosphoinositols (PIs), glycerophosphates (PAs), sulfatides (STs), and gangliosides from standard tissue extracts and directly from mouse brain tissue. In particular, this study focused on changes in ion mobility based upon lipid head groups, composition of radyl chain (# of carbons and double bonds), diacyl versus plasmalogen species, and hydroxylation of species. Finally, a MALDI-ion mobility imaging run was conducted in negative ion mode, resulting in the successful ion mapping of several lipid species.
Collapse
Affiliation(s)
| | - Damon Barbacci
- Integrative Neuroscience, NIDA IRP, NIH, Baltimore, MD 21224, USA
- Ionwerks Inc., Houston, Texas, USA
| | | | | | | | - Amina S. Woods
- Integrative Neuroscience, NIDA IRP, NIH, Baltimore, MD 21224, USA
- Corresponding Author: Amina S. Woods, Ph.D., NIDA IRP, NIH, 333 Cassell Drive, Room 1120, Baltimore, MD 21224, Tel: 443-740-2747, Fax: 443-740-2144,
| |
Collapse
|
184
|
Braidy N, Poljak A, Marjo C, Rutlidge H, Rich A, Jayasena T, Inestrosa NC, Sachdev P. Metal and complementary molecular bioimaging in Alzheimer's disease. Front Aging Neurosci 2014; 6:138. [PMID: 25076902 PMCID: PMC4098123 DOI: 10.3389/fnagi.2014.00138] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2013] [Accepted: 06/09/2014] [Indexed: 12/30/2022] Open
Abstract
Alzheimer's disease (AD) is the leading cause of dementia in the elderly, affecting over 27 million people worldwide. AD represents a complex neurological disorder which is best understood as the consequence of a number of interconnected genetic and lifestyle variables, which culminate in multiple changes to brain structure and function. These can be observed on a gross anatomical level in brain atrophy, microscopically in extracellular amyloid plaque and neurofibrillary tangle formation, and at a functional level as alterations of metabolic activity. At a molecular level, metal dyshomeostasis is frequently observed in AD due to anomalous binding of metals such as Iron (Fe), Copper (Cu), and Zinc (Zn), or impaired regulation of redox-active metals which can induce the formation of cytotoxic reactive oxygen species and neuronal damage. Metal chelators have been administered therapeutically in transgenic mice models for AD and in clinical human AD studies, with positive outcomes. As a result, neuroimaging of metals in a variety of intact brain cells and tissues is emerging as an important tool for increasing our understanding of the role of metal dysregulation in AD. Several imaging techniques have been used to study the cerebral metallo-architecture in biological specimens to obtain spatially resolved data on chemical elements present in a sample. Hyperspectral techniques, such as particle-induced X-ray emission (PIXE), energy dispersive X-ray spectroscopy (EDS), X-ray fluorescence microscopy (XFM), synchrotron X-ray fluorescence (SXRF), secondary ion mass spectrometry (SIMS), and laser ablation inductively coupled mass spectrometry (LA-ICPMS) can reveal relative intensities and even semi-quantitative concentrations of a large set of elements with differing spatial resolution and detection sensitivities. Other mass spectrometric and spectroscopy imaging techniques such as laser ablation electrospray ionization mass spectrometry (LA ESI-MS), MALDI imaging mass spectrometry (MALDI-IMS), and Fourier transform infrared spectroscopy (FTIR) can be used to correlate changes in elemental distribution with the underlying pathology in AD brain specimens. Taken together, these techniques provide new techniques to probe the pathobiology of AD and pave the way for identifying new therapeutic targets. The current review aims to discuss the advantages and challenges of using these emerging elemental and molecular imaging techniques, and highlight clinical achievements in AD research using bioimaging techniques.
Collapse
Affiliation(s)
- Nady Braidy
- Faculty of Medicine, Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales Sydney, NSW, Australia
| | - Anne Poljak
- Faculty of Medicine, Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales Sydney, NSW, Australia ; Bioanalytical Mass Spectrometry Facility, Mark Wainwright Analytical Centre, University of New South Wales Sydney, NSW, Australia ; Faculty of Medicine, School of Medical Sciences, University of New South Wales Sydney, NSW, Australia
| | - Christopher Marjo
- Solid State and Elemental Analysis Unit, Mark Wainwright Analytical Centre, University of New South Wales Sydney, NSW, Australia
| | - Helen Rutlidge
- Solid State and Elemental Analysis Unit, Mark Wainwright Analytical Centre, University of New South Wales Sydney, NSW, Australia
| | - Anne Rich
- Solid State and Elemental Analysis Unit, Mark Wainwright Analytical Centre, University of New South Wales Sydney, NSW, Australia
| | - Tharusha Jayasena
- Faculty of Medicine, Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales Sydney, NSW, Australia
| | - Nibaldo C Inestrosa
- Faculty of Biological Sciences, Centre for Ageing and Regeneration, P. Catholic University of Chile Santiago, Chile
| | - Perminder Sachdev
- Faculty of Medicine, Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales Sydney, NSW, Australia ; Euroa Centre, Neuropsychiatric Institute, Prince of Wales Hospital Sydney, NSW, Australia
| |
Collapse
|
185
|
Peffers MJ, Cillero-Pastor B, Eijkel GB, Clegg PD, Heeren RMA. Matrix assisted laser desorption ionization mass spectrometry imaging identifies markers of ageing and osteoarthritic cartilage. Arthritis Res Ther 2014; 16:R110. [PMID: 24886698 PMCID: PMC4095688 DOI: 10.1186/ar4560] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2013] [Accepted: 04/23/2014] [Indexed: 01/04/2023] Open
Abstract
INTRODUCTION Cartilage protein distribution and the changes that occur in cartilage ageing and disease are essential in understanding the process of cartilage ageing and age related diseases such as osteoarthritis. The aim of this study was to investigate the peptide profiles in ageing and osteoarthritic (OA) cartilage sections using matrix assisted laser desorption ionization mass spectrometry imaging (MALDI-MSI). METHODS The distribution of proteins in young, old and OA equine cartilage was compared following tryptic digestion of cartilage slices and MALDI-MSI undertaken with a MALDI SYNAPT™ HDMS system. Protein identification was undertaken using database searches following multivariate analysis. Peptide intensity differences between young, ageing and OA cartilage were imaged with Biomap software. Analysis of aggrecanase specific cleavage patterns of a crude cartilage proteoglycan extract were used to validate some of the differences in peptide intensity identified. Immunohistochemistry studies validated the differences in protein abundance. RESULTS Young, old and OA equine cartilage was discriminated based on their peptide signature using discriminant analysis. Proteins including aggrecan core protein, fibromodulin, and cartilage oligomeric matrix protein were identified and localised. Fibronectin peptides displayed a stronger intensity in OA cartilage. Age-specific protein markers for collectin-43 and cartilage oligomeric matrix protein were identified. In addition potential fibromodulin and biglycan peptides targeted for degradation in OA were detected. CONCLUSIONS MALDI-MSI provided a novel platform to study cartilage ageing and disease enabling age and disease specific peptides in cartilage to be elucidated and spatially resolved.
Collapse
|
186
|
Chatterji B, Pich A. MALDI imaging mass spectrometry and analysis of endogenous peptides. Expert Rev Proteomics 2014; 10:381-8. [PMID: 23992420 DOI: 10.1586/14789450.2013.814939] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
In recent years, MALDI imaging mass spectrometry (MALDI-IMS) has developed as a promising tool to investigate the spatial distribution of biomolecules in intact tissue specimens. Ion densities of various molecules can be displayed as heat maps while preserving anatomical structures. In this short review, an overview of different biomolecules that can be analyzed by MALDI-IMS is given. Many reviews have covered imaging of lipids, small metabolites, whole proteins and enzymatically digested proteins in the past. However, little is known about imaging of endogenous peptides, for example, in the rat brain, and this will therefore be highlighted in this review. Furthermore, sample preparation of frozen or formalin-fixed, paraffin-embedded (FFPE) tissue is crucial for imaging experiments. Therefore, some aspects of sample preparation will be addressed, including washing and desalting, the choice of MALDI matrix and its deposition. Apart from mapping endogenous peptides, their reliable identification in situ still remains challenging and will be discussed as well.
Collapse
Affiliation(s)
- Bijon Chatterji
- Hannover Medical School, Institute of Toxicology, Core Unit Mass Spectrometry - Proteomics, Carl-Neuberg-Str. 1, 30625 Hannover, Germany
| | | |
Collapse
|
187
|
Maldonado-Torres M, López-Hernández JF, Jiménez-Sandoval P, Winkler R. 'Plug and Play' assembly of a low-temperature plasma ionization mass spectrometry imaging (LTP-MSI) system. J Proteomics 2014; 102:60-5. [PMID: 24642210 DOI: 10.1016/j.jprot.2014.03.003] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2014] [Accepted: 03/07/2014] [Indexed: 02/01/2023]
Abstract
Mass spectrometry imaging (MSI) is of high and growing interest in life science research, but the investment for necessary equipment is often prohibitive for small research groups. Therefore, we developed a basic MSI system from low cost 'Plug and Play' components, which are connected to the Universal Serial Bus (USB) of a standard computer. Our open source software OpenMZxy (http://www.bioprocess.org/openmzxy) enables automatic and manual sampling, as well as the recording of position data. For ionization we used a low-temperature plasma probe (LTP), coupled to a quadrupole mass analyzer. The current set-up has a practical resolution of 1mm, and a sampling area of 100×100mm, resulting in up to 10,000 sampling points. Our prototype is easy and economical to adopt for different types of mass analyzers. We prove the usability of the LTP-MSI system for macroscopic samples by imaging the distribution of metabolites in the longitudinal cross-cut of a chili (Capsicum annuum, 'Jalapeño pepper') fruit. The localization of capsaicin in the placenta could be confirmed. But additionally, yet unknown low molecular weight compounds were detected in defined areas, which underline the potential of LTP-MSI for the imaging of volatile and semi-volatile metabolites and for the discovery of new natural products. Biological significance Knowledge about the spatial distribution of metabolites, proteins, or lipids in a given tissue often leads to novel findings in medicine and biology. Therefore, mass spectrometry based imaging (MSI) is becoming increasingly popular in life science research. However, the investment for necessary equipment is often prohibitive for small research groups. We built a prototype with an ambient ionization source, which is easy and economical to adopt for different types of mass analyzers. Therefore, we hope that our system contributes to a broader use of mass spectrometry imaging for answering biological questions.
Collapse
Affiliation(s)
| | | | - Pedro Jiménez-Sandoval
- Department of Biotechnology and Biochemistry, CINVESTAV Unidad Irapuato, Irapuato, Mexico
| | - Robert Winkler
- Department of Biotechnology and Biochemistry, CINVESTAV Unidad Irapuato, Irapuato, Mexico.
| |
Collapse
|
188
|
Gemperline E, Li L. MALDI-mass spectrometric imaging for the investigation of metabolites in Medicago truncatula root nodules. J Vis Exp 2014. [PMID: 24637669 DOI: 10.3791/51434] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Most techniques used to study small molecules, such as pharmaceutical drugs or endogenous metabolites, employ tissue extracts which require the homogenization of the tissue of interest that could potentially cause changes in the metabolic pathways being studied(1). Mass spectrometric imaging (MSI) is a powerful analytical tool that can provide spatial information of analytes within intact slices of biological tissue samples(1-5). This technique has been used extensively to study various types of compounds including proteins, peptides, lipids, and small molecules such as endogenous metabolites. With matrix-assisted laser desorption/ionization (MALDI)-MSI, spatial distributions of multiple metabolites can be simultaneously detected. Herein, a method developed specifically for conducting untargeted metabolomics MSI experiments on legume roots and root nodules is presented which could reveal insights into the biological processes taking place. The method presented here shows a typical MSI workflow, from sample preparation to image acquisition, and focuses on the matrix application step, demonstrating several matrix application techniques that are useful for detecting small molecules. Once the MS images are generated, the analysis and identification of metabolites of interest is discussed and demonstrated. The standard workflow presented here can be easily modified for different tissue types, molecular species, and instrumentation.
Collapse
Affiliation(s)
| | - Lingjun Li
- Department of Chemistry, University of Wisconsin- Madison; School of Pharmacy, University of Wisconsin- Madison;
| |
Collapse
|
189
|
Robichaud G, Barry JA, Muddiman DC. IR-MALDESI mass spectrometry imaging of biological tissue sections using ice as a matrix. JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY 2014; 25:319-28. [PMID: 24385399 PMCID: PMC3950934 DOI: 10.1007/s13361-013-0787-6] [Citation(s) in RCA: 103] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/21/2013] [Revised: 11/14/2013] [Accepted: 11/16/2013] [Indexed: 05/04/2023]
Abstract
Infrared matrix-assisted laser desorption electrospray ionization (IR-MALDESI) mass spectrometry imaging of biological tissue sections using a layer of deposited ice as an energy-absorbing matrix was investigated. Dynamics of plume ablation were first explored using a nanosecond exposure shadowgraphy system designed to simultaneously collect pictures of the plume with a camera and collect the Fourier transform ion cyclotron resonance FT-ICR mass spectrum corresponding to that same ablation event. Ablation of fresh tissue analyzed with and without using ice as a matrix were compared using this technique. Effect of spot-to-spot distance, number of laser shots per pixel, and tissue condition (matrix) on ion abundance were also investigated for 50 μm-thick tissue sections. Finally, the statistical method called design of experiments was used to compare source parameters and determine the optimal conditions for IR-MALDESI of tissue sections using deposited ice as a matrix. With a better understanding of the fundamentals of ablation dynamics and a systematic approach to explore the experimental space, it was possible to improve ion abundance by nearly one order of magnitude.
Collapse
Affiliation(s)
| | | | - David C. Muddiman
- Author for Correspondence. David C. Muddiman, Ph.D., W.M. Keck Fourier Transform Mass Spectrometry Laboratory, Department of Chemistry, North Carolina State University, Raleigh, North Carolina 27695, Phone: 919-513-0084,
| |
Collapse
|
190
|
Qiao L, Tobolkina E, Lesch A, Bondarenko A, Zhong X, Liu B, Pick H, Vogel H, Girault HH. Electrostatic spray ionization mass spectrometry imaging. Anal Chem 2014; 86:2033-41. [PMID: 24446793 DOI: 10.1021/ac4031779] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Imaging samples on a surface by mass spectrometry (MS) requires the combination of MS detection with a scanning mode that enables localized desorption and ionization and/or detection of sample analytes with good spatial resolution. We have developed a new mass spectrometry imaging (MSI) method based on electrostatic spray ionization. It works under ambient conditions and can be applied to a wide range of molecules providing quantitative MS analysis even in the presence of salts in excess. 2D MS images of protein and peptide spots, inkjet-printed black dye patterns, and cells were obtained. The presented novel ambient ionization mass spectrometry imaging method can find many applications in analytical and bioanalytical chemistry.
Collapse
Affiliation(s)
- Liang Qiao
- Laboratoire d'Electrochimie Physique et Analytique, Ecole Polytechnique Fédérale de Lausanne , Station 6, CH-1015 Lausanne, Switzerland
| | | | | | | | | | | | | | | | | |
Collapse
|
191
|
Bhardwaj C, Hanley L. Ion sources for mass spectrometric identification and imaging of molecular species. Nat Prod Rep 2014; 31:756-67. [PMID: 24473154 DOI: 10.1039/c3np70094a] [Citation(s) in RCA: 42] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Covering: 2013 The ability to transfer molecular species to the gas phase and ionize them is central to the study of natural products and other molecular species by mass spectrometry (MS). MS-based strategies in natural products have focused on a few established ion sources, such as electron impact and electrospray ionization. However, a variety of other ion sources are either currently in use to evaluate natural products or show significant future promise. This review discusses these various ion sources in the context of other articles in this special issue, but is also applicable to other fields of analysis, including materials science. Ion sources are grouped based on the current understanding of their predominant ion formation mechanisms. This broad overview groups ion sources into the following categories: electron ionization and single photon ionization; chemical ionization-like and plasma-based; electrospray ionization; and, laser desorption-based. Laser desorption-based methods are emphasized with specific examples given for laser desorption postionization sources and their use in the analysis of intact microbial biofilms. Brief consideration is given to the choice of ion source for various sample types and analyses, including MS imaging.
Collapse
Affiliation(s)
- Chhavi Bhardwaj
- Department of Chemistry, University of Illinois at Chicago, mc 111, Chicago, IL 60607-7061.
| | | |
Collapse
|
192
|
Bjarnholt N, Li B, D'Alvise J, Janfelt C. Mass spectrometry imaging of plant metabolites--principles and possibilities. Nat Prod Rep 2014; 31:818-37. [PMID: 24452137 DOI: 10.1039/c3np70100j] [Citation(s) in RCA: 137] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Covering: up to the end of 2013 New mass spectrometry imaging (MSI) techniques are gaining importance in the analysis of plant metabolite distributions, and significant technological improvements have been introduced in the past decade. This review provides an introduction to the different MSI techniques and their applications in plant science. The most common methods for sample preparation are described, and the review also features a comprehensive table of published studies in MSI of plant material. A number of significant works are highlighted for their contributions to advance the understanding of plant biology through applications of plant metabolite imaging. Particular attention is given to the possibility for imaging of surface metabolites since this is highly dependent on the methods and techniques which are applied in imaging studies.
Collapse
Affiliation(s)
- Nanna Bjarnholt
- Department of Plant and Environmental Sciences, University of Copenhagen, Bülowsvej 17, 1870 Frederiksberg C, Copenhagen, Denmark
| | | | | | | |
Collapse
|
193
|
Neubert P, Walch A. Current frontiers in clinical research application of MALDI imaging mass spectrometry. Expert Rev Proteomics 2014; 10:259-73. [DOI: 10.1586/epr.13.19] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
|
194
|
Bednařík A, Kuba P, Moskovets E, Tomalová I, Krásenský P, Houška P, Preisler J. Rapid Matrix-Assisted Laser Desorption/Ionization Time-of-Flight Mass Spectrometry Imaging with Scanning Desorption Laser Beam. Anal Chem 2014; 86:982-6. [DOI: 10.1021/ac402823n] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Affiliation(s)
- Antonín Bednařík
- Central
European Institute of Technology (CEITEC), Masaryk University, 625
00 Brno, Czech Republic
- Department
of Chemistry, Faculty of Science, Masaryk University, Kamenice
5, 625 00, Brno, Czech Republic
| | - Pavel Kuba
- Faculty
of Mechanical Engineering, Brno University of Technology, Technická
2896/2, 616 69 Brno, Czech Republic
| | - Eugene Moskovets
- MassTech, Inc. 6992
Columbia Gateway Drive, Suite No. 160, Columbia, Maryland 21046, United States
| | - Iva Tomalová
- Central
European Institute of Technology (CEITEC), Masaryk University, 625
00 Brno, Czech Republic
- Department
of Chemistry, Faculty of Science, Masaryk University, Kamenice
5, 625 00, Brno, Czech Republic
| | - Pavel Krásenský
- Department
of Chemistry, Faculty of Science, Masaryk University, Kamenice
5, 625 00, Brno, Czech Republic
| | - Pavel Houška
- Faculty
of Mechanical Engineering, Brno University of Technology, Technická
2896/2, 616 69 Brno, Czech Republic
| | - Jan Preisler
- Central
European Institute of Technology (CEITEC), Masaryk University, 625
00 Brno, Czech Republic
- Department
of Chemistry, Faculty of Science, Masaryk University, Kamenice
5, 625 00, Brno, Czech Republic
| |
Collapse
|
195
|
Peukert M, Becker M, Matros A, Mock HP. Mass spectrometry-based imaging of metabolites and proteins. Methods Mol Biol 2014; 1072:223-40. [PMID: 24136526 DOI: 10.1007/978-1-62703-631-3_17] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Imaging techniques based on mass spectrometry (MS) have become powerful approaches to decipher the spatial distribution of metabolites and proteins. MS imaging (MSI) mostly relies on matrix-assisted laser desorption/ionization coupled to MS detection, but desorption electrospray ionization is also frequently used. Here we describe our current protocols for MALDI-MSI of seed sections and for root tissue. Detailed procedures for cryo-sectioning, matrix application, image capture, mass spectrometry measurement and data analysis are given.
Collapse
Affiliation(s)
- Manuela Peukert
- Leibniz Institute of Plant Genetics and Crop Plant Research, Gatersleben, Germany
| | | | | | | |
Collapse
|
196
|
Scott AJ, Jones JW, Orschell CM, MacVittie TJ, Kane MA, Ernst RK. Mass spectrometry imaging enriches biomarker discovery approaches with candidate mapping. HEALTH PHYSICS 2014; 106:120-8. [PMID: 24276555 PMCID: PMC4015108 DOI: 10.1097/hp.0b013e3182a4ec2f] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
Integral to the characterization of radiation-induced tissue damage is the identification of unique biomarkers. Biomarker discovery is a challenging and complex endeavor requiring both sophisticated experimental design and accessible technology. The resources within the National Institute of Allergy and Infectious Diseases (NIAID)-sponsored Consortium, Medical Countermeasures Against Radiological Threats (MCART), allow for leveraging robust animal models with novel molecular imaging techniques. One such imaging technique, MALDI (matrix-assisted laser desorption ionization) mass spectrometry imaging (MSI), allows for the direct spatial visualization of lipids, proteins, small molecules, and drugs/drug metabolites-or biomarkers-in an unbiased manner. MALDI-MSI acquires mass spectra directly from an intact tissue slice in discrete locations across an x, y grid that are then rendered into a spatial distribution map composed of ion mass and intensity. The unique mass signals can be plotted to generate a spatial map of biomarkers that reflects pathology and molecular events. The crucial unanswered questions that can be addressed with MALDI-MSI include identification of biomarkers for radiation damage that reflect the response to radiation dose over time and the efficacy of therapeutic interventions. Techniques in MALDI-MSI also enable integration of biomarker identification among diverse animal models. Analysis of early, sublethally irradiated tissue injury samples from diverse mouse tissues (lung and ileum) shows membrane phospholipid signatures correlated with histological features of these unique tissues. This paper will discuss the application of MALDI-MSI for use in a larger biomarker discovery pipeline.
Collapse
Affiliation(s)
| | - Jace W. Jones
- University of Maryland, School of Pharmacy, Baltimore, MD
| | | | | | | | | |
Collapse
|
197
|
Irie M, Fujimura Y, Yamato M, Miura D, Wariishi H. Integrated MALDI-MS imaging and LC-MS techniques for visualizing spatiotemporal metabolomic dynamics in a rat stroke model. Metabolomics 2014; 10:473-483. [PMID: 24772057 PMCID: PMC3984668 DOI: 10.1007/s11306-013-0588-8] [Citation(s) in RCA: 49] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/30/2013] [Accepted: 09/24/2013] [Indexed: 01/01/2023]
Abstract
Spatiotemporal information about biomolecules is indispensable for precise pathological analysis, but it remains largely unclear. Here we show a novel analytical platform combing mass spectrometry imaging (MSI) with its complementary technique, liquid chromatography-mass spectrometry (LC-MS), to elucidate more comprehensive metabolic behaviors, with spatiotemporal information, in tissues. Analysis of a rat transient middle cerebral artery occlusion (MCAO) brain tissue after ischemia-reperfusion was performed to characterize the detailed metabolomic response to pathological alterations. To compare the spatially resolved metabolic state between ischemic and contralateral hemispheres of the MCAO brain, coronally sliced tissues were subjected to MSI. We also measured the metabolites extracted from three different cerebral regions, including whole cortex (CTX), hippocampus (HI) and corpus striatum (CPu), by LC-MS. In the ischemic hemisphere, significant metabolic changes at the CTX and CPu were observed after reperfusion, while not at the HI. A region-specific metabolic behavior was observed in amino acid and nucleotide metabolism, as well as in the TCA cycle. Correlation between MSI and LC-MS data was relatively high in the CTX and CPu. Combination of both MS platforms visualized the diverse spatiotemporal metabolic dynamics during pathological progress. Thus, our proposed strategy will contribute to the understanding of the complex pathogenesis of ischemia-reperfusion.
Collapse
Affiliation(s)
- Miho Irie
- Graduate School of Bioresource and Bioenvironmental Sciences, Kyushu University, 6-10-1 Hakozaki, Higashi-ku, Fukuoka, 812-8581 Japan
| | - Yoshinori Fujimura
- Innovation Center for Medical Redox Navigation, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582 Japan
| | - Mayumi Yamato
- Innovation Center for Medical Redox Navigation, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582 Japan
| | - Daisuke Miura
- Innovation Center for Medical Redox Navigation, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582 Japan
| | - Hiroyuki Wariishi
- Innovation Center for Medical Redox Navigation, Kyushu University, 3-1-1 Maidashi, Higashi-ku, Fukuoka, 812-8582 Japan
- Bio-architecture Center, Kyushu University, 6-10-1 Hakozaki, Higashi-ku, Fukuoka, 812-8581 Japan
- Faculty of Arts and Science, Kyushu University, 6-10-1 Hakozaki, Higashi-ku, Fukuoka, 812-8581 Japan
| |
Collapse
|
198
|
Shimazu R, Yamoto Y, Kosaka T, Kawasaki H, Arakawa R. Application of Tapping-Mode Scanning Probe Electrospray Ionization to Mass Spectrometry Imaging of Additives in Polymer Films. Mass Spectrom (Tokyo) 2014; 3:S0050. [PMID: 26819894 DOI: 10.5702/massspectrometry.s0050] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2014] [Accepted: 02/16/2015] [Indexed: 11/23/2022] Open
Abstract
We report the application of tapping-mode scanning probe electrospray ionization (t-SPESI) to mass spectrometry imaging of industrial materials. The t-SPESI parameters including tapping solvent composition, solvent flow rate, number of tapping at each spot, and step-size were optimized using a quadrupole mass spectrometer to improve mass spectrometry (MS) imaging of thin-layer chromatography (TLC) and additives in polymer films. Spatial resolution of approximately 100 μm was achieved by t-SPESI imaging mass spectrometry using a fused-silica capillary (50 μm i.d., 150 μm o.d.) with the flow rate set at 0.2 μL/min. This allowed us to obtain discriminable MS imaging profiles of three dyes separated by TLC and the additive stripe pattern of a PMMA model film depleted by UV irradiation.
Collapse
Affiliation(s)
- Ryo Shimazu
- Faculty of Chemistry, Materials and Bioengineering, Kansai University
| | - Yoshinari Yamoto
- Faculty of Chemistry, Materials and Bioengineering, Kansai University
| | - Tomoya Kosaka
- Faculty of Chemistry, Materials and Bioengineering, Kansai University
| | - Hideya Kawasaki
- Faculty of Chemistry, Materials and Bioengineering, Kansai University
| | - Ryuichi Arakawa
- Faculty of Chemistry, Materials and Bioengineering, Kansai University
| |
Collapse
|
199
|
Jackson SN, Baldwin K, Muller L, Womack VM, Schultz JA, Balaban C, Woods AS. Imaging of lipids in rat heart by MALDI-MS with silver nanoparticles. Anal Bioanal Chem 2013; 406:1377-86. [PMID: 24309627 DOI: 10.1007/s00216-013-7525-6] [Citation(s) in RCA: 65] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2013] [Revised: 10/14/2013] [Accepted: 11/19/2013] [Indexed: 12/21/2022]
Abstract
Lipids are a major component of heart tissue and perform several important functions such as energy storage, signaling, and as building blocks of biological membranes. The heart lipidome is quite diverse consisting of glycerophospholipids such as phosphatidylcholines (PCs), phosphatidylethanolamines (PEs), phosphatidylinositols (PIs), phosphatidylglycerols (PGs), cardiolipins (CLs), and glycerolipids, mainly triacylglycerols (TAGs). In this study, mass spectrometry imaging (MSI) enabled by matrix implantation of ionized silver nanoparticles (AgNP) was used to map several classes of lipids in heart tissue. The use of AgNP matrix implantation was motivated by our previous work showing that implantation doses of only 10(14)/cm(2) of 2 nm gold nanoparticulates into the first 10 nm of the near surface of the tissue enabled detection of most brain lipids (including neutral lipid species such as cerebrosides) more efficiently than traditional organic MALDI matrices. Herein, a similar implantation of 500 eV AgNP(-) across the entire heart tissue section results in a quick, reproducible, solvent-free, uniform matrix concentration of 6 nm AgNP residing near the tissue surface. MALDI-MSI analysis of either positive or negative ions produce high-quality images of several heart lipid species. In negative ion mode, 24 lipid species [16 PEs, 4 PIs, 1 PG, 1 CL, 2 sphingomyelins (SMs)] were imaged. Positive ion images were also obtained from 29 lipid species (10 PCs, 5 PEs, 5 SMs, 9 TAGs) with the TAG species being heavily concentrated in vascular regions of the heart.
Collapse
Affiliation(s)
- Shelley N Jackson
- Structural Biology Unit, NIDA IRP, NIH, 333 Cassell Drive, Room 1120, Baltimore, MD, 21224, USA
| | | | | | | | | | | | | |
Collapse
|
200
|
Škrášková K, Heeren RM. A review of complementary separation methods and matrix assisted laser desorption ionization-mass spectrometry imaging: Lowering sample complexity. J Chromatogr A 2013; 1319:1-13. [DOI: 10.1016/j.chroma.2013.10.027] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
|