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Yamakawa M, Nakane S, Ihara E, Tawara N, Ikeda H, Igarashi Y, Komohara Y, Takamatsu K, Ikeda T, Tomita Y, Murai S, Ando Y, Mukaino A, Ogawa Y, Ueda M. A novel murine model of autoimmune dysautonomia by α3 nicotinic acetylcholine receptor immunization. Front Neurosci 2022; 16:1006923. [PMID: 36507326 PMCID: PMC9727251 DOI: 10.3389/fnins.2022.1006923] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 10/25/2022] [Indexed: 11/24/2022] Open
Abstract
We aimed to establish a novel murine model of autoimmune autonomic ganglionopathy (AAG), which represents autoimmune dysautonomia, associated with MHC class II to understand its pathomechanism and the pathogenicity of nicotinic acetylcholine receptor (nAChR) antibodies. The amino acid sequence of the mouse nAChRα3 protein was analyzed using an epitope prediction tool to predict the possible MHC class II binding mouse nAChRα3 peptides. We focused on two nAChRα3 peptides in the extracellular region, and experimental AAG (EAAG) was induced by immunization of C57BL/6 mice with these two different peptides. EAAG mice were examined both physiologically and histologically. Mice with EAAG generated nAChRα3 antibodies and exhibited autonomic dysfunction, including reduced heart rate, excessive fluctuations in systolic blood pressure, and intestinal transit slowing. Additionally, we observed skin lesions, such as alopecia and skin ulcers, in immunized mice. Neuronal cell density in the sympathetic cervical ganglia in immunized mice was significantly lower than that in control mice at the light microscopic level. We interpreted that active immunization of mice with nAChRα3 peptides causes autonomic dysfunction similar to human AAG induced by an antibody-mediated mechanism. We suggested a mechanism by which different HLA class II molecules might preferentially affect the nAChR-specific immune response, thus controlling diversification of the autoantibody response. Our novel murine model mimics AAG in humans and provides a useful tool to investigate its pathomechanism.
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Affiliation(s)
- Makoto Yamakawa
- Department of Neurology, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Shunya Nakane
- Department of Molecular Neurology and Therapeutics, Kumamoto University Hospital, Kumamoto, Japan,*Correspondence: Shunya Nakane,
| | - Eikichi Ihara
- Department of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Nozomu Tawara
- Department of Neurology, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Hiroko Ikeda
- Department of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Yoko Igarashi
- Department of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Yoshihiro Komohara
- Department of Cell Pathology, Graduate School of Medical Sciences, Faculty of Life Sciences, Kumamoto University, Kumamoto, Japan
| | - Koutaro Takamatsu
- Department of Neurology, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Tokunori Ikeda
- Department of Medical Information Sciences and Administration Planning (Biostatistics), Kumamoto University Hospital, Kumamoto, Japan,Laboratory of Clinical Pharmacology and Therapeutics, Faculty of Pharmaceutical Sciences, Sojo University, Kumamoto, Japan
| | - Yusuke Tomita
- Department of Respiratory Medicine, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Shoichi Murai
- Department of Neurology, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Yukio Ando
- Department of Neurology, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Akihiro Mukaino
- Department of Molecular Neurology and Therapeutics, Kumamoto University Hospital, Kumamoto, Japan
| | - Yoshihiro Ogawa
- Department of Medicine and Bioregulatory Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Mitsuharu Ueda
- Department of Neurology, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
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Tan W, Zhang Q, Dong Z, Yan Y, Fu Y, Liu X, Zhao B, Duan X. Phosphatidylcholine Ameliorates LPS-Induced Systemic Inflammation and Cognitive Impairments via Mediating the Gut-Brain Axis Balance. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2020; 68:14884-14895. [PMID: 33289390 DOI: 10.1021/acs.jafc.0c06383] [Citation(s) in RCA: 59] [Impact Index Per Article: 11.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Systemic inflammation will cause an imbalance in the steady state of the gut-brain axis. Phosphatidylcholine (PC) is a phospholipid found in egg yolk that has anti-inflammatory and antioxidant properties. The present research proved that PC supplementation (60 mg/kg body weight) for 35 days prevented inflammatory responses and behavioral disturbances in lipopolysaccharide (LPS)-induced mice. PC could regulate the expression of neurotrophic factors and synaptic proteins, which effectively alleviated the nerve damage and synaptic dysfunction caused by LPS. In addition, PC supplementation ameliorated gut barrier damage, altered gut genes, and improved gut health by modulating the cell adhesion molecule (CAM) pathway. Furthermore, PC remodeled the gut microbiome structure in the mice of the LPS group by increasing the relative abundance of Rikenellaceae and Lachnospiraceae. PC also increased short-chain fatty acid (SCFA) production in LPS-induced mice, which in turn ameliorated brain inflammatory responses. In conclusion, PC supplementation may be a nutritional strategy for the prevention of systemic inflammation via the gut-brain axis.
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Affiliation(s)
- Wen Tan
- College of Food Science and Engineering, Northwest A&F University, 22 Xi-nong Road, Yangling 712100, China
| | - Qinjun Zhang
- College of Food Science and Engineering, Northwest A&F University, 22 Xi-nong Road, Yangling 712100, China
| | - Zhijian Dong
- Xi'an Gaoxin Hospital, Xi'an 710000, Shaanxi, China
| | - Yubin Yan
- College of Food Science and Engineering, Northwest A&F University, 22 Xi-nong Road, Yangling 712100, China
| | - Yukun Fu
- College of Food Science and Engineering, Northwest A&F University, 22 Xi-nong Road, Yangling 712100, China
| | - Xuebo Liu
- College of Food Science and Engineering, Northwest A&F University, 22 Xi-nong Road, Yangling 712100, China
| | - Beita Zhao
- College of Food Science and Engineering, Northwest A&F University, 22 Xi-nong Road, Yangling 712100, China
| | - Xiang Duan
- College of Food Science and Engineering, Northwest A&F University, 22 Xi-nong Road, Yangling 712100, China
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3
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Gularyan SK, Gulin AA, Anufrieva KS, Shender VO, Shakhparonov MI, Bastola S, Antipova NV, Kovalenko TF, Rubtsov YP, Latyshev YA, Potapov AA, Pavlyukov MS. Investigation of Inter- and Intratumoral Heterogeneity of Glioblastoma Using TOF-SIMS. Mol Cell Proteomics 2020; 19:960-970. [PMID: 32265293 PMCID: PMC7261812 DOI: 10.1074/mcp.ra120.001986] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2020] [Revised: 04/06/2020] [Indexed: 11/06/2022] Open
Abstract
Glioblastoma (GBM) is one of the most aggressive human cancers with a median survival of less than two years. A distinguishing pathological feature of GBM is a high degree of inter- and intratumoral heterogeneity. Intertumoral heterogeneity of GBM has been extensively investigated on genomic, methylomic, transcriptomic, proteomic and metabolomics levels, however only a few studies describe intratumoral heterogeneity because of the lack of methods allowing to analyze GBM samples with high spatial resolution. Here, we applied TOF-SIMS (Time-of-flight secondary ion mass spectrometry) for the analysis of single cells and clinical samples such as paraffin and frozen tumor sections obtained from 57 patients. We developed a technique that allows us to simultaneously detect the distribution of proteins and metabolites in glioma tissue with 800 nm spatial resolution. Our results demonstrate that according to TOF-SIMS data glioma samples can be subdivided into clinically relevant groups and distinguished from the normal brain tissue. In addition, TOF-SIMS was able to elucidate differences between morphologically distinct regions of GBM within the same tumor. By staining GBM sections with gold-conjugated antibodies against Caveolin-1 we could visualize border between zones of necrotic and cellular tumor and subdivide glioma samples into groups characterized by different survival of the patients. Finally, we demonstrated that GBM contains cells that are characterized by high levels of Caveolin-1 protein and cholesterol. This population may partly represent a glioma stem cells. Collectively, our results show that the technique described here allows to analyze glioma tissues with a spatial resolution beyond reach of most of other omics approaches and the obtained data may be used to predict clinical behavior of the tumor.
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Affiliation(s)
- Samvel K Gularyan
- N.N. Semenov Federal Research Center for Chemical Physics, Moscow, Russia
| | - Alexander A Gulin
- N.N. Semenov Federal Research Center for Chemical Physics, Moscow, Russia; Department of Chemistry, Lomonosov Moscow State University, Moscow Russia
| | - Ksenia S Anufrieva
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Federal Research and Clinical Center of Physical-Chemical Medicine of Federal Medical Biological Agency, Moscow, Russia; Moscow Institute of Physics and Technology, Moscow Region, Russia
| | - Victoria O Shender
- Center for Precision Genome Editing and Genetic Technologies for Biomedicine, Federal Research and Clinical Center of Physical-Chemical Medicine of Federal Medical Biological Agency, Moscow, Russia; Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | | | - Soniya Bastola
- Department of Neurosurgery, University of Alabama at Birmingham, Wallace Tumor Institute, Birmingham, Alabama
| | | | | | - Yury P Rubtsov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia
| | - Yaroslav A Latyshev
- Federal State Autonomous Institution, N.N. Burdenko National Medical Research Center of Neurosurgery, Moscow, Russia
| | - Alexander A Potapov
- Federal State Autonomous Institution, N.N. Burdenko National Medical Research Center of Neurosurgery, Moscow, Russia
| | - Marat S Pavlyukov
- Shemyakin-Ovchinnikov Institute of Bioorganic Chemistry, Moscow, Russia.
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Unsupervised machine learning using an imaging mass spectrometry dataset automatically reassembles grey and white matter. Sci Rep 2019; 9:13213. [PMID: 31519997 PMCID: PMC6744563 DOI: 10.1038/s41598-019-49819-1] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2019] [Accepted: 08/21/2019] [Indexed: 12/11/2022] Open
Abstract
Current histological and anatomical analysis techniques, including fluorescence in situ hybridisation, immunohistochemistry, immunofluorescence, immunoelectron microscopy and fluorescent fusion protein, have revealed great distribution diversity of mRNA and proteins in the brain. However, the distributional pattern of small biomolecules, such as lipids, remains unclear. To this end, we have developed and optimised imaging mass spectrometry (IMS), a combined technique incorporating mass spectrometry and microscopy, which is capable of comprehensively visualising biomolecule distribution. We demonstrated the differential distribution of phospholipids throughout the cell body and axon of neuronal cells using IMS analysis. In this study, we used solarix XR, a high mass resolution and highly sensitive MALDI-FT-ICR-MS capable of detecting higher number of molecules than conventional MALDI-TOF-MS instruments, to create a molecular distribution dataset. We examined the diversity of biomolecule distribution in rat brains using IMS and hypothesised that unsupervised machine learning reconstructs brain structures such as the grey and white matters. We have demonstrated that principal component analysis (PCA) can reassemble the grey and white matters without assigning brain anatomical regions. Hierarchical clustering allowed us to classify the 10 groups of observed molecules according to their distributions. Furthermore, the group of molecules specifically localised in the cerebellar cortex was estimated to be composed of phospholipids.
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Adams KJ, DeBord JD, Fernandez-Lima F. Lipid specific molecular ion emission as a function of the primary ion characteristics in TOF-SIMS. JOURNAL OF VACUUM SCIENCE AND TECHNOLOGY. B, NANOTECHNOLOGY & MICROELECTRONICS : MATERIALS, PROCESSING, MEASUREMENT, & PHENOMENA : JVST B 2016; 34:051804. [PMID: 27648391 PMCID: PMC5001976 DOI: 10.1116/1.4961461] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2016] [Revised: 08/05/2016] [Accepted: 08/09/2016] [Indexed: 05/18/2023]
Abstract
In the present work, the emission characteristics of lipids as a function of the primary ion cluster size and energy were studied using time-of-flight secondary ion mass spectrometry (TOF-SIMS). Characteristic fragmentation patterns for common lipids are described, and changes in secondary ion (SI) yields using various primary ion beams are reported. In particular, emission characteristics were studied for pairs of small polyatomic and nanoparticle primary ion beams (e.g., Bi3+ versus Ar1000+ and Au3+ versus Au400+4) based on the secondary ion yield of characteristic fragment and intact molecular ions as a function of the lipid class. Detailed descriptions of the fragmentation patterns are shown for positive and negative mode TOF-SIMS. Results demonstrate that the lipid structure largely dictates the spectral presence of molecular and/or fragment ions in each ionization mode due to the localization of the charge carrier (head group or fatty acid chain). Our results suggest that the larger the energy per atom for small polyatomic projectiles (Bi3+ and Au3+), the larger the SI yield; in the case of nanoparticle projectiles, the SI increase with primary ion energy (200-500 keV range) for Au400+4 and with the decrease of the energy per atom (10-40 eV/atom range) for Arn=500-2000+ clusters. The secondary ion yield of the molecular ion of lipids from a single standard or from a mixture of lipids does not significantly change with the primary ion identity in the positive ion mode TOF-SIMS and slightly decreases in the negative ion mode TOF-SIMS.
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Affiliation(s)
- Kendra J Adams
- Department of Chemistry and Biochemistry, Florida International University , Miami, Florida 33199
| | - John Daniel DeBord
- Department of Chemistry and Biochemistry, Florida International University , Miami, Florida 33199
| | - Francisco Fernandez-Lima
- Department of Chemistry and Biochemistry, Florida International University , Miami, Florida 33199 and Biomolecular Science Institute, Florida International University , Miami, Florida 33199
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6
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Phosphatidylcholine protects neurons from toxic effects of amyloid β-protein in culture. Brain Res 2016; 1642:376-383. [DOI: 10.1016/j.brainres.2016.04.035] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2016] [Revised: 04/11/2016] [Accepted: 04/13/2016] [Indexed: 12/14/2022]
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7
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Bobrowska J, Moffat J, Awsiuk K, Pabijan J, Rysz J, Budkowski A, Reading M, Lekka M. Comparing surface properties of melanoma cells using time of flight secondary ions mass spectrometry. Analyst 2016; 141:6217-6225. [DOI: 10.1039/c6an01346e] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Various techniques have been already reported to differentiate between normal (non-malignant) and cancerous cells based on their physico-chemical properties.
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Affiliation(s)
- J. Bobrowska
- The Institute of Nuclear Physics
- Polish Academy of Sciences
- 31-342 Kraków
- Poland
| | - J. Moffat
- School of Pharmacy
- University of East Anglia
- Norwich
- UK
| | - K. Awsiuk
- The Institute of Physics
- Jagiellonian University
- 30-348 Kraków
- Poland
| | - J. Pabijan
- The Institute of Nuclear Physics
- Polish Academy of Sciences
- 31-342 Kraków
- Poland
| | - J. Rysz
- The Institute of Physics
- Jagiellonian University
- 30-348 Kraków
- Poland
| | - A. Budkowski
- The Institute of Physics
- Jagiellonian University
- 30-348 Kraków
- Poland
| | - M. Reading
- School of Applied Sciences
- University of Huddersfield
- Huddersfield
- UK
| | - M. Lekka
- The Institute of Nuclear Physics
- Polish Academy of Sciences
- 31-342 Kraków
- Poland
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8
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Gulin AA, Pavlyukov MS, Gularyan SK, Nadtochenko VA. Visualization of the spatial distribution of Pt+ ions in cisplatin-treated glioblastoma cells by time-of-flight secondary ion mass spectrometry. BIOCHEMISTRY MOSCOW SUPPLEMENT SERIES A-MEMBRANE AND CELL BIOLOGY 2015. [DOI: 10.1134/s1990747815020154] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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9
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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.
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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
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10
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Nagata Y, Ishizaki I, Waki M, Ide Y, Hossen MA, Ohnishi K, Miyayama T, Setou M. Palmitic acid, verified by lipid profiling using secondary ion mass spectrometry, demonstrates anti-multiple myeloma activity. Leuk Res 2015; 39:638-45. [DOI: 10.1016/j.leukres.2015.02.011] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2014] [Revised: 12/10/2014] [Accepted: 02/21/2015] [Indexed: 01/22/2023]
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11
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Tian H, Fletcher JS, Thuret R, Henderson A, Papalopulu N, Vickerman JC, Lockyer NP. Spatiotemporal lipid profiling during early embryo development of Xenopus laevis using dynamic ToF-SIMS imaging. J Lipid Res 2014; 55:1970-80. [PMID: 24852167 DOI: 10.1194/jlr.d048660] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Time-of-flight secondary ion mass spectrometry (ToF-SIMS) imaging has been used for the direct analysis of single intact Xenopus laevis embryo surfaces, locating multiple lipids during fertilization and the early embryo development stages with subcellular lateral resolution (∼4 μm). The method avoids the complicated sample preparation for lipid analysis of the embryos, which requires selective chemical extraction of a pool of samples and chromatographic separation, while preserving the spatial distribution of biological species. The results show ToF-SIMS is capable of profiling multiple components (e.g., glycerophosphocholine, SM, cholesterol, vitamin E, diacylglycerol, and triacylglycerol) in a single X. laevis embryo. We observe lipid remodeling during fertilization and early embryo development via time course sampling. The study also reveals the lipid distribution on the gamete fusion site. The methodology used in the study opens the possibility of studying developmental biology using high resolution imaging MS and of understanding the functional role of the biological molecules.
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Affiliation(s)
- Hua Tian
- Manchester Institute of Biotechnology, School of Chemical Engineering and Analytical Science, University of Manchester, Manchester, UK
| | - John S Fletcher
- Manchester Institute of Biotechnology, School of Chemical Engineering and Analytical Science, University of Manchester, Manchester, UK
| | - Raphael Thuret
- Faculty of Life Science, University of Manchester, Manchester, UK
| | - Alex Henderson
- Manchester Institute of Biotechnology, School of Chemical Engineering and Analytical Science, University of Manchester, Manchester, UK
| | - Nancy Papalopulu
- Faculty of Life Science, University of Manchester, Manchester, UK
| | - John C Vickerman
- Manchester Institute of Biotechnology, School of Chemical Engineering and Analytical Science, University of Manchester, Manchester, UK
| | - Nicholas P Lockyer
- Manchester Institute of Biotechnology, School of Chemistry, University of Manchester, Manchester, UK
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12
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Nagata Y, Ishizaki I, Waki M, Ide Y, Hossen MA, Ohnishi K, Sanada N, Setou M. Glutaraldehyde fixation method for single-cell lipid analysis by time-of-flight secondary ion-mass spectrometry. SURF INTERFACE ANAL 2014. [DOI: 10.1002/sia.5522] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Affiliation(s)
- Yasuyuki Nagata
- Department of Cell Biology and Anatomy; Hamamatsu University School of Medicine; 1-20-1, Handayama, Higashi-ku Hamamatsu Shizuoka Japan
- Oncology Center; Hamamatsu University School of Medicine; Japan
| | | | - Michihiko Waki
- Department of Cell Biology and Anatomy; Hamamatsu University School of Medicine; 1-20-1, Handayama, Higashi-ku Hamamatsu Shizuoka Japan
| | - Yoshimi Ide
- Department of Cell Biology and Anatomy; Hamamatsu University School of Medicine; 1-20-1, Handayama, Higashi-ku Hamamatsu Shizuoka Japan
- Department of Surgery I; Hamamatsu University School of Medicine; Japan
| | - Md Amir Hossen
- Department of Cell Biology and Anatomy; Hamamatsu University School of Medicine; 1-20-1, Handayama, Higashi-ku Hamamatsu Shizuoka Japan
| | | | | | - Mitsutoshi Setou
- Department of Cell Biology and Anatomy; Hamamatsu University School of Medicine; 1-20-1, Handayama, Higashi-ku Hamamatsu Shizuoka Japan
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13
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Horn PJ, Chapman KD. Lipidomics in situ: Insights into plant lipid metabolism from high resolution spatial maps of metabolites. Prog Lipid Res 2014; 54:32-52. [DOI: 10.1016/j.plipres.2014.01.003] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2013] [Revised: 01/14/2014] [Accepted: 01/14/2014] [Indexed: 12/31/2022]
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14
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Shariatgorji M, Svenningsson P, Andrén PE. Mass spectrometry imaging, an emerging technology in neuropsychopharmacology. Neuropsychopharmacology 2014; 39:34-49. [PMID: 23966069 PMCID: PMC3857656 DOI: 10.1038/npp.2013.215] [Citation(s) in RCA: 68] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/29/2013] [Revised: 07/04/2013] [Accepted: 07/08/2013] [Indexed: 01/03/2023]
Abstract
Mass spectrometry imaging is a powerful tool for directly determining the distribution of proteins, peptides, lipids, neurotransmitters, metabolites and drugs in neural tissue sections in situ. Molecule-specific imaging can be achieved using various ionization techniques that are suited to different applications but which all yield data with high mass accuracies and spatial resolutions. The ability to simultaneously obtain images showing the distributions of chemical species ranging from metal ions to macromolecules makes it possible to explore the chemical organization of a sample and to correlate the results obtained with specific anatomical features. The imaging of biomolecules has provided new insights into multiple neurological diseases, including Parkinson's and Alzheimer's disease. Mass spectrometry imaging can also be used in conjunction with other imaging techniques in order to identify correlations between changes in the distribution of important chemical species and other changes in the properties of the tissue. Here we review the applications of mass spectrometry imaging in neuroscience research and discuss its potential. The results presented demonstrate that mass spectrometry imaging is a useful experimental method with diverse applications in neuroscience.
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Affiliation(s)
- Mohammadreza Shariatgorji
- Department of Pharmaceutical Biosciences, Biomolecular Imaging and Proteomics, National Laboratory for Mass Spectrometry Imaging, Uppsala University, Uppsala, Sweden
| | - Per Svenningsson
- Department of Neurology and Clinical Neuroscience, Centre for Molecular Medicine, Karolinska Institutet and Karolinska University Hospital, Stockholm, Sweden
| | - Per E Andrén
- Department of Pharmaceutical Biosciences, Biomolecular Imaging and Proteomics, National Laboratory for Mass Spectrometry Imaging, Uppsala University, Uppsala, Sweden
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15
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Use of TOF-SIMS in vascular biology. Methods Mol Biol 2013; 1000:33-43. [PMID: 23585082 DOI: 10.1007/978-1-62703-405-0_3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/20/2023]
Abstract
Secondary ion mass spectrometry is a technique used for surface analysis. The recent introduction of metal cluster ionization sources opened the possibility to probe biological tissues, due to its reduced in-source fragmentation. Despite its limitations in mass range of the molecules analyzed, a combination of minimal sample processing, sensibility, and unsurpassed lateral resolution makes TOF-SIMS a good tool for molecular imaging in pathology.
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16
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Nemes P, Rubakhin SS, Aerts JT, Sweedler JV. Qualitative and quantitative metabolomic investigation of single neurons by capillary electrophoresis electrospray ionization mass spectrometry. Nat Protoc 2013; 8:783-99. [PMID: 23538882 PMCID: PMC3655804 DOI: 10.1038/nprot.2013.035] [Citation(s) in RCA: 101] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Single-cell mass spectrometry (MS) empowers metabolomic investigations by decreasing analytical dimensions to the size of individual cells and subcellular structures. We describe a protocol for investigating and quantifying metabolites in individual isolated neurons using single-cell capillary electrophoresis (CE) coupled to electrospray ionization (ESI) time-of-flight (TOF) MS. The protocol requires ∼2 h for sample preparation, neuron isolation and metabolite extraction, and 1 h for metabolic measurement. We used the approach to detect more than 300 distinct compounds in the mass range of typical metabolites in various individual neurons (25-500 μm in diameter) isolated from the sea slug (Aplysia californica) central and rat (Rattus norvegicus) peripheral nervous systems. We found that a subset of identified compounds was sufficient to reveal metabolic differences among freshly isolated neurons of different types and changes in the metabolite profiles of cultured neurons. The protocol can be applied to the characterization of the metabolome in a variety of smaller cells and/or subcellular domains.
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Affiliation(s)
- Peter Nemes
- 1] Department of Chemistry and the Beckman Institute, University of Illinois at Urbana-Champaign, Urbana, Illinois, USA. [2]
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17
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Tanaka H, Zaima N, Sasaki T, Hayasaka T, Goto-Inoue N, Onoue K, Ikegami K, Morita Y, Yamamoto N, Mano Y, Sano M, Saito T, Sato K, Konno H, Setou M, Unno N. Adventitial vasa vasorum arteriosclerosis in abdominal aortic aneurysm. PLoS One 2013; 8:e57398. [PMID: 23460850 PMCID: PMC3583902 DOI: 10.1371/journal.pone.0057398] [Citation(s) in RCA: 54] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2012] [Accepted: 01/21/2013] [Indexed: 12/03/2022] Open
Abstract
Abdominal aortic aneurysm (AAA) is a common disease among elderly individuals. However, the precise pathophysiology of AAA remains unknown. In AAA, an intraluminal thrombus prevents luminal perfusion of oxygen, allowing only the adventitial vaso vasorum (VV) to deliver oxygen and nutrients to the aortic wall. In this study, we examined changes in the adventitial VV wall in AAA to clarify the histopathological mechanisms underlying AAA. We found marked intimal hyperplasia of the adventitial VV in the AAA sac; further, immunohistological studies revealed proliferation of smooth muscle cells, which caused luminal stenosis of the VV. We also found decreased HemeB signals in the aortic wall of the sac as compared with those in the aortic wall of the neck region in AAA. The stenosis of adventitial VV in the AAA sac and the malperfusion of the aortic wall observed in the present study are new aspects of AAA pathology that are expected to enhance our understanding of this disease.
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Affiliation(s)
- Hiroki Tanaka
- Second Department of Surgery, Hamamatsu University School of Medicine, Hamamatsu, Japan
- Department of Cell Biology and Anatomy, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Nobuhiro Zaima
- Department of Cell Biology and Anatomy, Hamamatsu University School of Medicine, Hamamatsu, Japan
- Department of Applied Biological Chemistry, Kinki University, Higashiosaka City, Japan
| | - Takeshi Sasaki
- Department of Anatomy and Neuroscience, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Takahiro Hayasaka
- Department of Cell Biology and Anatomy, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Naoko Goto-Inoue
- Department of Cell Biology and Anatomy, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Kenji Onoue
- Department of Cell Biology and Anatomy, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Koji Ikegami
- Department of Cell Biology and Anatomy, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Yoshifumi Morita
- Second Department of Surgery, Hamamatsu University School of Medicine, Hamamatsu, Japan
- Department of Cell Biology and Anatomy, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Naoto Yamamoto
- Second Department of Surgery, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Yuuki Mano
- Second Department of Surgery, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Masaki Sano
- Second Department of Surgery, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Takaaki Saito
- Second Department of Surgery, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Kohji Sato
- Department of Anatomy and Neuroscience, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Hiroyuki Konno
- Second Department of Surgery, Hamamatsu University School of Medicine, Hamamatsu, Japan
| | - Mitsutoshi Setou
- Department of Cell Biology and Anatomy, Hamamatsu University School of Medicine, Hamamatsu, Japan
- * E-mail: (NU); (MS)
| | - Naoki Unno
- Second Department of Surgery, Hamamatsu University School of Medicine, Hamamatsu, Japan
- * E-mail: (NU); (MS)
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Nemes P, Knolhoff AM, Rubakhin SS, Sweedler JV. Single-cell metabolomics: changes in the metabolome of freshly isolated and cultured neurons. ACS Chem Neurosci 2012; 3:782-92. [PMID: 23077722 PMCID: PMC3474288 DOI: 10.1021/cn300100u] [Citation(s) in RCA: 59] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2012] [Accepted: 08/24/2012] [Indexed: 02/07/2023] Open
Abstract
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Metabolites are involved in a diverse range of intracellular
processes,
including a cell’s response to a changing extracellular environment.
Using single-cell capillary electrophoresis coupled to electrospray
ionization mass spectrometry, we investigated how placing individual
identified neurons in culture affects their metabolic profile. First,
glycerol-based cell stabilization was evaluated using metacerebral
neurons from Aplysia californica; the
measurement error was reduced from ∼24% relative standard deviation
to ∼6% for glycerol-stabilized cells compared to those isolated
without glycerol stabilization. In order to determine the changes
induced by culturing, 14 freshly isolated and 11 overnight-cultured
neurons of two metabolically distinct cell types from A. californica, the B1 and B2 buccal neurons, were
characterized. Of the more than 300 distinctive cell-related signals
detected, 35 compounds were selected for their known biological roles
and compared among each measured cell. Unsupervised multivariate and
statistical analysis revealed robust metabolic differences between
these two identified neuron types. We then compared the changes induced
by overnight culturing; metabolite concentrations were distinct for
26 compounds in the cultured B1 cells. In contrast, culturing had
less influence on the metabolic profile of the B2 neurons, with only
five compounds changing significantly. As a result of these culturing-induced
changes, the metabolic composition of the B1 neurons became indistinguishable
from the cultured B2 cells. This observation suggests that the two
cell types differentially regulate their in vivo or in vitro metabolomes in response to a changing environment.
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Affiliation(s)
- Peter Nemes
- Department of Chemistry, University of Illinois at Urbana−Champaign, 600 South Mathews
Avenue, Urbana, Illinois 61801, United States
| | - Ann M. Knolhoff
- Department of Chemistry, University of Illinois at Urbana−Champaign, 600 South Mathews
Avenue, Urbana, Illinois 61801, United States
| | - Stanislav S. Rubakhin
- Department of Chemistry, University of Illinois at Urbana−Champaign, 600 South Mathews
Avenue, Urbana, Illinois 61801, United States
| | - Jonathan V. Sweedler
- Department of Chemistry, University of Illinois at Urbana−Champaign, 600 South Mathews
Avenue, Urbana, Illinois 61801, United States
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Tanaka H, Zaima N, Sasaki T, Yamamoto N, Sano M, Konno H, Setou M, Unno N. Loss of lymphatic vessels and regional lipid accumulation is associated with great saphenous vein incompetence. J Vasc Surg 2012; 55:1440-8. [DOI: 10.1016/j.jvs.2011.09.064] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2011] [Revised: 09/15/2011] [Accepted: 09/17/2011] [Indexed: 12/28/2022]
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Visualization of acetylcholine distribution in central nervous system tissue sections by tandem imaging mass spectrometry. Anal Bioanal Chem 2012; 403:1851-61. [PMID: 22526660 PMCID: PMC3358544 DOI: 10.1007/s00216-012-5988-5] [Citation(s) in RCA: 53] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2011] [Revised: 03/26/2012] [Accepted: 03/27/2012] [Indexed: 12/26/2022]
Abstract
Metabolite distribution imaging via imaging mass spectrometry (IMS) is an increasingly utilized tool in the field of neurochemistry. As most previous IMS studies analyzed the relative abundances of larger metabolite species, it is important to expand its application to smaller molecules, such as neurotransmitters. This study aimed to develop an IMS application to visualize neurotransmitter distribution in central nervous system tissue sections. Here, we raise two technical problems that must be resolved to achieve neurotransmitter imaging: (1) the lower concentrations of bioactive molecules, compared with those of membrane lipids, require higher sensitivity and/or signal-to-noise (S/N) ratios in signal detection, and (2) the molecular turnover of the neurotransmitters is rapid; thus, tissue preparation procedures should be performed carefully to minimize postmortem changes. We first evaluated intrinsic sensitivity and matrix interference using Matrix Assisted Laser Desorption/Ionization (MALDI) mass spectrometry (MS) to detect six neurotransmitters and chose acetylcholine (ACh) as a model for study. Next, we examined both single MS imaging and MS/MS imaging for ACh and found that via an ion transition from m/z 146 to m/z 87 in MS/MS imaging, ACh could be visualized with a high S/N ratio. Furthermore, we found that in situ freezing method of brain samples improved IMS data quality in terms of the number of effective pixels and the image contrast (i.e., the sensitivity and dynamic range). Therefore, by addressing the aforementioned problems, we demonstrated the tissue distribution of ACh, the most suitable molecular specimen for positive ion detection by IMS, to reveal its localization in central nervous system tissues.
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Horn PJ, Chapman KD. Lipidomics in tissues, cells and subcellular compartments. THE PLANT JOURNAL : FOR CELL AND MOLECULAR BIOLOGY 2012; 70:69-80. [PMID: 22117762 DOI: 10.1111/j.1365-313x.2011.04868.x] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/05/2023]
Abstract
Mass spectrometry (MS) advances in recent years have revolutionized the biochemical analysis of lipids in plants, and made possible new theories about the structural diversity and functional complexity of lipids in plant cells. Approaches have been developed to profile the lipidome of plants with increasing chemical and spatial resolution. Here we highlight a variety of methods for lipidomics analysis at the tissue, cellular and subcellular levels. These procedures allow the simultaneous identification and quantification of hundreds of lipids species in tissue extracts by direct-infusion MS, localization of lipids in tissues and cells by laser desorption/ionization MS, and even profiling of lipids in individual subcellular compartments by direct-organelle MS. Applications of these approaches to achieve improved understanding of plant lipid metabolism, compartmentation and function are discussed.
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Affiliation(s)
- Patrick J Horn
- Department of Biological Sciences, Center for Plant Lipid Research, University of North Texas, Denton, TX 76203, USA
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23
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Goto-Inoue N, Manabe Y, Miyatake S, Ogino S, Morishita A, Hayasaka T, Masaki N, Setou M, Fujii NL. Visualization of dynamic change in contraction-induced lipid composition in mouse skeletal muscle by matrix-assisted laser desorption/ionization imaging mass spectrometry. Anal Bioanal Chem 2012; 403:1863-71. [DOI: 10.1007/s00216-012-5809-x] [Citation(s) in RCA: 24] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2011] [Revised: 01/26/2012] [Accepted: 01/30/2012] [Indexed: 10/28/2022]
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24
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TOF-SIMS imaging of halide/thiocyanate anions and hydrogen sulfide in mouse kidney sections using silver-deposited plates. Anal Bioanal Chem 2011; 402:1859-64. [DOI: 10.1007/s00216-011-5647-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2011] [Revised: 11/25/2011] [Accepted: 12/07/2011] [Indexed: 11/26/2022]
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Passarelli MK, Winograd N. Lipid imaging with time-of-flight secondary ion mass spectrometry (ToF-SIMS). BIOCHIMICA ET BIOPHYSICA ACTA 2011; 1811:976-90. [PMID: 21664291 PMCID: PMC3199347 DOI: 10.1016/j.bbalip.2011.05.007] [Citation(s) in RCA: 213] [Impact Index Per Article: 15.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 02/15/2011] [Revised: 05/13/2011] [Accepted: 05/18/2011] [Indexed: 02/07/2023]
Abstract
Fundamental advances in secondary ion mass spectrometry (SIMS) now allow for the examination and characterization of lipids directly from biological materials. The successful application of SIMS-based imaging in the investigation of lipids directly from tissue and cells are demonstrated. Common complications and technical pitfalls are discussed. In this review, we examine the use of cluster ion sources and cryogenically compatible sample handling for improved ion yields and to expand the application potential of SIMS. Methodological improvements, including pre-treating the sample to improve ion yields and protocol development for 3-dimensional analyses (i.e. molecular depth profiling), are also included in this discussion. New high performance SIMS instruments showcasing the most advanced instrumental developments, including tandem MS capabilities and continuous ion beam compatibility, are described and the future direction for SIMS in lipid imaging is evaluated.
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Affiliation(s)
- Melissa K Passarelli
- Department of Chemistry, Pennsylvania State University, 104 Chemistry Building, University Park
| | - Nicholas Winograd
- Department of Chemistry, Pennsylvania State University, 104 Chemistry Building, University Park
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Goto-Inoue N, Hayasaka T, Zaima N, Setou M. Imaging mass spectrometry for lipidomics. Biochim Biophys Acta Mol Cell Biol Lipids 2011; 1811:961-9. [DOI: 10.1016/j.bbalip.2011.03.004] [Citation(s) in RCA: 132] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2010] [Revised: 03/15/2011] [Accepted: 03/16/2011] [Indexed: 11/24/2022]
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Delvolve AM, Colsch B, Woods AS. Highlighting anatomical sub-structures in rat brain tissue using lipid imaging. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2011; 3:1729-1736. [PMID: 21961026 PMCID: PMC3181089 DOI: 10.1039/c1ay05107e] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/11/2023]
Abstract
Cell membranes are made up of a mixture of glycerolipids, sphingolipids, gangliosides and cholesterol. Lipids play important roles in a cell's life. However many of their functions have still to be discovered. In the present work, we describe an efficient, easy and rapid methodology to accurately localize phosphatidylcholines and sphingomyelins from a single coronal rat brain section in the cerebrum area. Matrix assisted laser desorption/ionization (MALDI) mass spectrometry was used to profile and image lipids. The best resolved structure was 25-50 μm in the hippocampus.
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Affiliation(s)
- Alice M. Delvolve
- Cellular Neurobiology, NIDA IRP, NIH, 333 Cassell Drive, Room 1120, Baltimore, MD, 21224, USA
| | - Benoit Colsch
- Cellular Neurobiology, NIDA IRP, NIH, 333 Cassell Drive, Room 1120, Baltimore, MD, 21224, USA
| | - Amina S. Woods
- Cellular Neurobiology, NIDA IRP, NIH, 333 Cassell Drive, Room 1120, Baltimore, MD, 21224, USA
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Matrix-assisted laser desorption/ionization imaging mass spectrometry. Int J Mol Sci 2010; 11:5040-55. [PMID: 21614190 PMCID: PMC3100838 DOI: 10.3390/ijms11125040] [Citation(s) in RCA: 68] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2010] [Revised: 11/25/2010] [Accepted: 11/27/2010] [Indexed: 12/24/2022] Open
Abstract
Matrix-assisted laser desorption/ionization mass spectrometry (MALDI-MS) is a powerful tool that enables the simultaneous detection and identification of biomolecules in analytes. MALDI-imaging mass spectrometry (MALDI-IMS) is a two-dimensional MALDI-mass spectrometric technique used to visualize the spatial distribution of biomolecules without extraction, purification, separation, or labeling of biological samples. MALDI-IMS has revealed the characteristic distribution of several biomolecules, including proteins, peptides, amino acids, lipids, carbohydrates, and nucleotides, in various tissues. The versatility of MALDI-IMS has opened a new frontier in several fields such as medicine, agriculture, biology, pharmacology, and pathology. MALDI-IMS has a great potential for discovery of unknown biomarkers. In this review, we describe the methodology and applications of MALDI-IMS for biological samples.
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Abstract
Mass spectrometry (MS) is an analytical technique that separates ionized molecules using differences in their mass, and can be used to determine the structure of the molecules. Matrix-assisted laser desorption/ionization (MALDI) is one of the most commonly used ionization methods for this procedure. A new technical method, imaging mass spectrometry (IMS), which is a two-dimensional MS, enables molecular imaging of tissue sections by the use of the MALDI-MS method. In this chapter, we briefly discuss available methods for analyzing glycolipids by IMS. We describe sample detection strategies, and also introduce a representative example of its research application.
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Affiliation(s)
- Naoko Goto-Inoue
- Department of Molecular Anatomy, Hamamatsu University School of Medicine, Handayama, Higashi-ku, Hamamatsu, Shizuoka, Japan
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