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Boraldi F, Lofaro FD, Bonacorsi S, Mazzilli A, Garcia-Fernandez M, Quaglino D. The Role of Fibroblasts in Skin Homeostasis and Repair. Biomedicines 2024; 12:1586. [PMID: 39062158 PMCID: PMC11274439 DOI: 10.3390/biomedicines12071586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2024] [Revised: 07/08/2024] [Accepted: 07/15/2024] [Indexed: 07/28/2024] Open
Abstract
Fibroblasts are typical mesenchymal cells widely distributed throughout the human body where they (1) synthesise and maintain the extracellular matrix, ensuring the structural role of soft connective tissues; (2) secrete cytokines and growth factors; (3) communicate with each other and with other cell types, acting as signalling source for stem cell niches; and (4) are involved in tissue remodelling, wound healing, fibrosis, and cancer. This review focuses on the developmental heterogeneity of dermal fibroblasts, on their ability to sense changes in biomechanical properties of the surrounding extracellular matrix, and on their role in aging, in skin repair, in pathologic conditions and in tumour development. Moreover, we describe the use of fibroblasts in different models (e.g., in vivo animal models and in vitro systems from 2D to 6D cultures) for tissue bioengineering and the informative potential of high-throughput assays for the study of fibroblasts under different disease contexts for personalized healthcare and regenerative medicine applications.
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Affiliation(s)
- Federica Boraldi
- Department of Life Science, University of Modena and Reggio Emilia, 41125 Modena, Italy; (F.D.L.); (S.B.); (A.M.)
| | - Francesco Demetrio Lofaro
- Department of Life Science, University of Modena and Reggio Emilia, 41125 Modena, Italy; (F.D.L.); (S.B.); (A.M.)
| | - Susanna Bonacorsi
- Department of Life Science, University of Modena and Reggio Emilia, 41125 Modena, Italy; (F.D.L.); (S.B.); (A.M.)
| | - Alessia Mazzilli
- Department of Life Science, University of Modena and Reggio Emilia, 41125 Modena, Italy; (F.D.L.); (S.B.); (A.M.)
| | - Maria Garcia-Fernandez
- Department of Human Physiology, Institute of Biomedical Investigation (IBIMA), University of Málaga, 29010 Málaga, Spain;
| | - Daniela Quaglino
- Department of Life Science, University of Modena and Reggio Emilia, 41125 Modena, Italy; (F.D.L.); (S.B.); (A.M.)
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2
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Choe K, Sweedler JV. Workflow for High-throughput Screening of Enzyme Mutant Libraries Using Matrix-assisted Laser Desorption/Ionization Mass Spectrometry Analysis of Escherichia coli Colonies. Bio Protoc 2023; 13:e4862. [PMID: 37969752 PMCID: PMC10632168 DOI: 10.21769/bioprotoc.4862] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 08/02/2023] [Accepted: 08/03/2023] [Indexed: 11/17/2023] Open
Abstract
High-throughput molecular screening of microbial colonies and DNA libraries are critical procedures that enable applications such as directed evolution, functional genomics, microbial identification, and creation of engineered microbial strains to produce high-value molecules. A promising chemical screening approach is the measurement of products directly from microbial colonies via optically guided matrix-assisted laser desorption/ionization mass spectrometry (MALDI-MS). Measuring the compounds from microbial colonies bypasses liquid culture with a screen that takes approximately 5 s per sample. We describe a protocol combining a dedicated informatics pipeline and sample preparation method that can prepare up to 3,000 colonies in under 3 h. The screening protocol starts from colonies grown on Petri dishes and then transferred onto MALDI plates via imprinting. The target plate with the colonies is imaged by a flatbed scanner and the colonies are located via custom software. The target plate is coated with MALDI matrix, MALDI-MS analyzes the colony locations, and data analysis enables the determination of colonies with the desired biochemical properties. This workflow screens thousands of colonies per day without requiring additional automation. The wide chemical coverage and the high sensitivity of MALDI-MS enable diverse screening projects such as modifying enzymes and functional genomics surveys of gene activation/inhibition libraries. Key features • Mass spectrometry analyzes a range of compounds from E. coli colonies as a proxy for liquid culture testing enzyme mutant libraries. • Colonies are transferred to a MALDI target plate by a simple imprinting method. • The screen compares the ratio among several products or searches for the qualitative presence of specific compounds. • The protocol requires a MALDI mass spectrometer.
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Affiliation(s)
- Kisurb Choe
- Department of Biochemistry, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- Department of Energy Center for Advanced Bioenergy and Bioproducts Innovation, University of Illinois at Urbana-Champaign, Urbana, IL, USA
| | - Jonathan V Sweedler
- Department of Energy Center for Advanced Bioenergy and Bioproducts Innovation, University of Illinois at Urbana-Champaign, Urbana, IL, USA
- Department of Chemistry, University of Illinois at Urbana-Champaign, Urbana, IL, USA
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3
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Maciel LÍL, Bernardo RA, Martins RO, Batista Junior AC, Oliveira JVA, Chaves AR, Vaz BG. Desorption electrospray ionization and matrix-assisted laser desorption/ionization as imaging approaches for biological samples analysis. Anal Bioanal Chem 2023:10.1007/s00216-023-04783-8. [PMID: 37329466 DOI: 10.1007/s00216-023-04783-8] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Revised: 05/19/2023] [Accepted: 05/30/2023] [Indexed: 06/19/2023]
Abstract
The imaging of biological tissues can offer valuable information about the sample composition, which improves the understanding of analyte distribution in such complex samples. Different approaches using mass spectrometry imaging (MSI), also known as imaging mass spectrometry (IMS), enabled the visualization of the distribution of numerous metabolites, drugs, lipids, and glycans in biological samples. The high sensitivity and multiple analyte evaluation/visualization in a single sample provided by MSI methods lead to various advantages and overcome drawbacks of classical microscopy techniques. In this context, the application of MSI methods, such as desorption electrospray ionization-MSI (DESI-MSI) and matrix-assisted laser desorption/ionization-MSI (MALDI-MSI), has significantly contributed to this field. This review discusses the evaluation of exogenous and endogenous molecules in biological samples using DESI and MALDI imaging. It offers rare technical insights not commonly found in the literature (scanning speed and geometric parameters), making it a comprehensive guide for applying these techniques step-by-step. Furthermore, we provide an in-depth discussion of recent research findings on using these methods to study biological tissues.
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Affiliation(s)
| | | | | | | | | | | | - Boniek Gontijo Vaz
- Instituto de Química, Universidade Federal de Goiás, Goiânia, GO, 74690-900, Brazil.
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4
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In Situ N-glycosylation Signatures of Epithelial Ovarian Cancer Tissue as Defined by MALDI Mass Spectrometry Imaging. Cancers (Basel) 2022; 14:cancers14041021. [PMID: 35205768 PMCID: PMC8870006 DOI: 10.3390/cancers14041021] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Accepted: 01/14/2022] [Indexed: 12/31/2022] Open
Abstract
The particularly high mortality of epithelial ovarian cancer (EOC) is in part linked to limited understanding of its molecular signatures. Although there are data available on in situ N-glycosylation in EOC tissue, previous studies focused primarily on neutral N-glycan species and, hence, still little is known regarding EOC tissue-specific sialylation. In this proof-of-concept study, we implemented MALDI mass spectrometry imaging (MALDI-MSI) in combination with sialic acid derivatization to simultaneously investigate neutral and sialylated N-glycans in formalin-fixed paraffin-embedded tissue microarray specimens of less common EOC histotypes and non-malignant borderline ovarian tumor (BOT). The applied protocol allowed detecting over 50 m/z species, many of which showed differential tissue distribution. Most importantly, it could be demonstrated that α2,6- and α2,3-sialylated N-glycans are enriched in tissue regions corresponding to tumor and adjacent tumor-stroma, respectively. Interestingly, analogous N-glycosylation patterns were observed in tissue cores of BOT, suggesting that regio-specific N-glycan distribution might occur already in non-malignant ovarian pathologies. All in all, our data provide proof that the combination of MALDI-MSI and sialic acid derivatization is suitable for delineating regio-specific N-glycan distribution in EOC and BOT tissues and might serve as a promising strategy for future glycosylation-based biomarker discovery studies.
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5
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Hajjaji N, Aboulouard S, Cardon T, Bertin D, Robin YM, Fournier I, Salzet M. Path to Clonal Theranostics in Luminal Breast Cancers. Front Oncol 2022; 11:802177. [PMID: 35096604 PMCID: PMC8793283 DOI: 10.3389/fonc.2021.802177] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Accepted: 12/06/2021] [Indexed: 12/18/2022] Open
Abstract
Integrating tumor heterogeneity in the drug discovery process is a key challenge to tackle breast cancer resistance. Identifying protein targets for functionally distinct tumor clones is particularly important to tailor therapy to the heterogeneous tumor subpopulations and achieve clonal theranostics. For this purpose, we performed an unsupervised, label-free, spatially resolved shotgun proteomics guided by MALDI mass spectrometry imaging (MSI) on 124 selected tumor clonal areas from early luminal breast cancers, tumor stroma, and breast cancer metastases. 2868 proteins were identified. The main protein classes found in the clonal proteome dataset were enzymes, cytoskeletal proteins, membrane-traffic, translational or scaffold proteins, or transporters. As a comparison, gene-specific transcriptional regulators, chromatin related proteins or transmembrane signal receptor were more abundant in the TCGA dataset. Moreover, 26 mutated proteins have been identified. Similarly, expanding the search to alternative proteins databases retrieved 126 alternative proteins in the clonal proteome dataset. Most of these alternative proteins were coded mainly from non-coding RNA. To fully understand the molecular information brought by our approach and its relevance to drug target discovery, the clonal proteomic dataset was further compared to the TCGA breast cancer database and two transcriptomic panels, BC360 (nanoString®) and CDx (Foundation One®). We retrieved 139 pathways in the clonal proteome dataset. Only 55% of these pathways were also present in the TCGA dataset, 68% in BC360 and 50% in CDx. Seven of these pathways have been suggested as candidate for drug targeting, 22 have been associated with breast cancer in experimental or clinical reports, the remaining 19 pathways have been understudied in breast cancer. Among the anticancer drugs, 35 drugs matched uniquely with the clonal proteome dataset, with only 7 of them already approved in breast cancer. The number of target and drug interactions with non-anticancer drugs (such as agents targeting the cardiovascular system, metabolism, the musculoskeletal or the nervous systems) was higher in the clonal proteome dataset (540 interactions) compared to TCGA (83 interactions), BC360 (419 interactions), or CDx (172 interactions). Many of the protein targets identified and drugs screened were clinically relevant to breast cancer and are in clinical trials. Thus, we described the non-redundant knowledge brought by this clone-tailored approach compared to TCGA or transcriptomic panels, the targetable proteins identified in the clonal proteome dataset, and the potential of this approach for drug discovery and repurposing through drug interactions with antineoplastic agents and non-anticancer drugs.
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Affiliation(s)
- Nawale Hajjaji
- Univ. Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France.,Breast Cancer Unit, Oscar Lambret Center, Lille, France
| | - Soulaimane Aboulouard
- Univ. Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France
| | - Tristan Cardon
- Univ. Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France
| | - Delphine Bertin
- Univ. Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France.,Breast Cancer Unit, Oscar Lambret Center, Lille, France
| | - Yves-Marie Robin
- Univ. Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France.,Breast Cancer Unit, Oscar Lambret Center, Lille, France
| | - Isabelle Fournier
- Univ. Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France.,Institut universitaire de France, Paris, France
| | - Michel Salzet
- Univ. Lille, Inserm, CHU Lille, U1192, Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), Lille, France.,Institut universitaire de France, Paris, France
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6
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Molecular Histology Analysis of Cryopreserved Tissue Using Peptide/Protein MALDI-TOF Imaging Mass Spectrometry (MALDI-IMS). METHODS IN MOLECULAR BIOLOGY (CLIFTON, N.J.) 2021; 2420:177-190. [PMID: 34905174 DOI: 10.1007/978-1-0716-1936-0_14] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Matrix-assisted laser desorption/ionization (MALDI) imaging mass spectrometry (IMS) has emerged as a powerful tool for analyzing the spatial distribution of peptides, small proteins, and other molecules within biological tissues. The obtained signals can be correlated with underlying tissue architecture, without any geometrical distortion, enabling the so-called molecular histology. Here, we analyzed cryopreserved tissue samples employing the MALDI-IMS for proteins and peptides. We used a nonstandard OCT-free cryo-slicing protocol, followed by Carnoy delipidation. Automated matrix spray was utilized to circumvent some of MALDI-IMS technology drawbacks in protein and peptide analysis.
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7
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Schena FP, Serino G, Sallustio F, Falchi M, Cox SN. Omics studies for comprehensive understanding of immunoglobulin A nephropathy: state-of-the-art and future directions. Nephrol Dial Transplant 2019; 33:2101-2112. [PMID: 29905852 DOI: 10.1093/ndt/gfy130] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2018] [Accepted: 04/17/2018] [Indexed: 12/11/2022] Open
Abstract
Immunoglobulin A nephropathy (IgAN) is the most common worldwide primary glomerulonephritis with a strong autoimmune component. The disease shows variability in both clinical phenotypes and endpoints and can be potentially subdivided into more homogeneous subtypes through the identification of specific molecular biomarkers. This review focuses on the role of omics in driving the identification of potential molecular subtypes of the disease through the integration of multilevel data from genomics, transcriptomics, epigenomics, proteomics and metabolomics. First, the identification of molecular biomarkers, including mapping of the full spectrum of common and rare IgAN risk alleles, could permit a more precise stratification of IgAN patients. Second, the analysis of transcriptomic patterns and their modulation by epigenetic factors like microRNAs has the potential to increase our understanding in the pathogenic mechanisms of the disease. Third, the specificity of urinary proteomic and metabolomic signatures and the understanding of their functional relevance may contribute to the development of new non-invasive biomarkers for a better molecular characterization of the renal damage and its follow-up. All these approaches can give information for targeted therapeutic decisions and will support novel clinical decision making. In conclusion, we offer a framework of omic studies and outline barriers and potential solutions that should be used for improving the diagnosis and treatment of the disease. The ongoing decade is exploiting novel high-throughput molecular technologies and computational analyses for improving the diagnosis (precision nephrology) and treatment (personalized therapy) of the IgAN subtypes.
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Affiliation(s)
- Francesco Paolo Schena
- Division of Nephrology, Dialysis, and Transplantation, Department of Emergency and Organ Transplantation, University of Bari, Bari, Italy.,Schena Foundation, Valenzano, Bari, Italy
| | - Grazia Serino
- National Institute of Gastroenterology 'S. de Bellis', Research Hospital, Castellana Grotte, Bari, Italy
| | - Fabio Sallustio
- Division of Nephrology, Dialysis, and Transplantation, Department of Emergency and Organ Transplantation, University of Bari, Bari, Italy
| | - Mario Falchi
- Department of Twin Research and Genetic Epidemiology, King's College London, London, UK
| | - Sharon N Cox
- Division of Nephrology, Dialysis, and Transplantation, Department of Emergency and Organ Transplantation, University of Bari, Bari, Italy.,Schena Foundation, Valenzano, Bari, Italy
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8
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Back to the Future - Part 1. The medico-legal autopsy from ancient civilization to the post-genomic era. Int J Legal Med 2017; 131:1069-1083. [PMID: 28439696 DOI: 10.1007/s00414-017-1584-8] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2017] [Accepted: 03/29/2017] [Indexed: 12/11/2022]
Abstract
Part 1 of the review "Back to the Future" examines the historical evolution of the medico-legal autopsy and microscopy techniques, from Ancient Civilization to the Post-Genomic Era. In the section focusing on "The Past", the study of historical sources concerning the origins and development of the medico-legal autopsy, from the Bronze Age until the Middle Ages, shows how, as early as 2000 BC, the performance of autopsies for medico-legal purposes was a known and widespread practice in some ancient civilizations in Egypt, the Far East and later in Europe. In the section focusing on "The Present", the improvement of autopsy techniques by Friedrich Albert Zenker and Rudolf Virchow and the contemporary development of optical microscopy techniques for forensic purposes during the 19th and 20th centuries are reported, emphasizing, the regulation of medico-legal autopsies in diverse nations around the world and the publication of international guidelines or best practices elaborated by International Scientific Societies. Finally, in "The Future" section, innovative robotized and advanced microscopy systems and techniques, including their possible use in the bio-medicolegal field, are reported, which should lead to the improvement and standardization of the autopsy methodology, thereby achieving a more precise identification of natural and traumatic pathologies.
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9
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Quanico J, Franck J, Wisztorski M, Salzet M, Fournier I. Integrated mass spectrometry imaging and omics workflows on the same tissue section using grid-aided, parafilm-assisted microdissection. Biochim Biophys Acta Gen Subj 2017; 1861:1702-1714. [PMID: 28300637 DOI: 10.1016/j.bbagen.2017.03.006] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2016] [Revised: 03/08/2017] [Accepted: 03/10/2017] [Indexed: 01/03/2023]
Abstract
BACKGROUND In spite of the number of applications describing the use of MALDI MSI, one of its major drawbacks is the limited capability of identifying multiple compound classes directly on the same tissue section. METHODS We demonstrate the use of grid-aided, parafilm-assisted microdissection to perform MALDI MS imaging and shotgun proteomics and metabolomics in a combined workflow and using only a single tissue section. The grid is generated by microspotting acid dye 25 using a piezoelectric microspotter, and this grid was used as a guide to locate regions of interest and as an aid during manual microdissection. Subjecting the dissected pieces to the modified Folch method allows to separate the metabolites from proteins. The proteins can then be subjected to digestion under controlled conditions to improve protein identification yields. RESULTS The proof of concept experiment on rat brain generated 162 and 140 metabolite assignments from three ROIs (cerebellum, hippocampus and midbrain/hypothalamus) in positive and negative modes, respectively, and 890, 1303 and 1059 unique proteins. Integrated metabolite and protein overrepresentation analysis identified pathways associated with the biological functions of each ROI, most of which were not identified when looking at the protein and metabolite lists individually. CONCLUSIONS This combined MALDI MS imaging and multi-omics approach further extends the amount of information that can be generated from single tissue sections. GENERAL SIGNIFICANCE To the best of our knowledge, this is the first report combining both imaging and multi-omics analyses in the same workflow and on the same tissue section.
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Affiliation(s)
- Jusal Quanico
- Université de Lille 1, INSERM, U1192-Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), F-59000 Lille, France
| | - Julien Franck
- Université de Lille 1, INSERM, U1192-Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), F-59000 Lille, France
| | - Maxence Wisztorski
- Université de Lille 1, INSERM, U1192-Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), F-59000 Lille, France
| | - Michel Salzet
- Université de Lille 1, INSERM, U1192-Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), F-59000 Lille, France
| | - Isabelle Fournier
- Université de Lille 1, INSERM, U1192-Laboratoire Protéomique, Réponse Inflammatoire et Spectrométrie de Masse (PRISM), F-59000 Lille, France.
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10
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Biron D, Nedelkov D, Missé D, Holzmuller P. Proteomics and Host–Pathogen Interactions. GENETICS AND EVOLUTION OF INFECTIOUS DISEASES 2017. [PMCID: PMC7149668 DOI: 10.1016/b978-0-12-799942-5.00011-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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11
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Zou J, Talbot F, Tata A, Ermini L, Franjic K, Ventura M, Zheng J, Ginsberg H, Post M, Ifa DR, Jaffray D, Miller RJD, Zarrine-Afsar A. Ambient Mass Spectrometry Imaging with Picosecond Infrared Laser Ablation Electrospray Ionization (PIR-LAESI). Anal Chem 2015; 87:12071-9. [PMID: 26561279 DOI: 10.1021/acs.analchem.5b02756] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
A picosecond infrared laser (PIRL) is capable of cutting through biological tissues in the absence of significant thermal damage. As such, PIRL is a standalone surgical scalpel with the added bonus of minimal postoperative scar tissue formation. In this work, a tandem of PIRL ablation with electrospray ionization (PIR-LAESI) mass spectrometry is demonstrated and characterized for tissue molecular imaging, with a limit of detection in the range of 100 nM for reserpine or better than 5 nM for verapamil in aqueous solution. We characterized PIRL crater size using agar films containing Rhodamine. PIR-LAESI offers a 20-30 μm vertical resolution (∼3 μm removal per pulse) and a lateral resolution of ∼100 μm. We were able to detect 25 fmol of Rhodamine in agar ablation experiments. PIR-LAESI was used to map the distribution of endogenous methoxykaempferol glucoronide in zebra plant (Aphelandra squarrosa) leaves producing a localization map that is corroborated by the literature. PIR-LAESI was further used to image the distribution inside mouse kidneys of gadoteridol, an exogenous magnetic resonance contrast agent intravenously injected. Parallel mass spectrometry imaging (MSI) using desorption electrospray ionization (DESI) and matrix assisted laser desorption ionization (MALDI) were performed to corroborate PIR-LAESI images of the exogenous agent. We further show that PIR-LAESI is capable of desorption ionization of proteins as well as phospholipids. This comparative study illustrates that PIR-LAESI is an ion source for ambient mass spectrometry applications. As such, a future PIRL scalpel combined with secondary ionization such as ESI and mass spectrometry has the potential to provide molecular feedback to guide PIRL surgery.
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Affiliation(s)
- Jing Zou
- Department of Physics, University of Toronto , 60 St George Street, Toronto, Ontario M5S 1A7, Canada
| | - Francis Talbot
- Department of Chemistry, University of Toronto , 80 St George Street, Toronto, Ontario M5S 3H6, Canada
| | - Alessandra Tata
- Department of Chemistry, York University , 4700 Keele Street, Toronto, Ontario M3J 1P3, Canada.,Techna Institute for the Advancement of Technology for Health, University Health Network , Toronto, Ontario M5G 1P5, Canada
| | - Leonardo Ermini
- Program in Physiology and Experimental Medicine, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children , Toronto, Ontario M5G 0A4, Canada
| | - Kresimir Franjic
- Department of Physics, University of Toronto , 60 St George Street, Toronto, Ontario M5S 1A7, Canada
| | - Manuela Ventura
- Techna Institute for the Advancement of Technology for Health, University Health Network , Toronto, Ontario M5G 1P5, Canada
| | - Jinzi Zheng
- Techna Institute for the Advancement of Technology for Health, University Health Network , Toronto, Ontario M5G 1P5, Canada
| | - Howard Ginsberg
- Department of Surgery, University of Toronto , 149 College Street, Toronto, Ontario M5T 1P5, Canada.,Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael's Hospital , 30 Bond Street, Toronto, Ontario M5B 1W8, Canada
| | - Martin Post
- Program in Physiology and Experimental Medicine, Peter Gilgan Centre for Research and Learning, The Hospital for Sick Children , Toronto, Ontario M5G 0A4, Canada.,Institute of Medical Science, University of Toronto , Toronto, Ontario M5S 1A8, Canada
| | - Demian R Ifa
- Department of Chemistry, York University , 4700 Keele Street, Toronto, Ontario M3J 1P3, Canada
| | - David Jaffray
- Techna Institute for the Advancement of Technology for Health, University Health Network , Toronto, Ontario M5G 1P5, Canada.,Department of Medical Biophysics, University of Toronto , 101 College Street Suite 15-701, Toronto, Ontario M5G 1L7, Canada
| | - R J Dwayne Miller
- Department of Physics, University of Toronto , 60 St George Street, Toronto, Ontario M5S 1A7, Canada.,Department of Chemistry, University of Toronto , 80 St George Street, Toronto, Ontario M5S 3H6, Canada.,Max Planck Institute for the Structure and Dynamics of Matter , Luruper Chaussee 149, 22761 Hamburg, Germany
| | - Arash Zarrine-Afsar
- Techna Institute for the Advancement of Technology for Health, University Health Network , Toronto, Ontario M5G 1P5, Canada.,Department of Surgery, University of Toronto , 149 College Street, Toronto, Ontario M5T 1P5, Canada.,Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael's Hospital , 30 Bond Street, Toronto, Ontario M5B 1W8, Canada.,Department of Medical Biophysics, University of Toronto , 101 College Street Suite 15-701, Toronto, Ontario M5G 1L7, Canada
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12
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Cole LM, Selvan AN, Partridge R, Reed H, Wright C, Clench MR. Communication of medical images to diverse audiences using multimodal imaging. ACTA ACUST UNITED AC 2015. [DOI: 10.1186/s40679-015-0012-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
AbstractA study has been completed examining design issues concerning the interpretation of and dissemination of multimodal medical imaging data sets to diverse audiences. To create a model data set mouse fibrosarcoma tissue was visualised via magnetic resonance imaging (MRI), Matrix-Assisted Laser Desorption/Ionisation-Mass Spectrometry (MALDI-MSI) and histology. MRI images were acquired using the 0.25T Esaote GScan; MALDI images were acquired using a Q-Star Pulsar I mass spectrometer. Histological staining of the same tissue sections used for MALDI-MSI was then carried out. Areas assigned to hemosiderin deposits due to haemorrhaging could be visualised via MRI. In the MALDI-MSI data obtained the distribution sphingomyelin species could be used to identify regions of viable tumour. Mathematical ‘up sampling’ using hierarchical clustering-based segmentation provided a sophisticated image enhancement tool for both MRI and MALDI-MS and assisted in the correlation of images.
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Abstract
Pharmacodynamics and toxicodynamics are the study of the biochemical and physiological effects of therapeutic agents and toxicants and their mechanisms of action. MALDI-MS imaging offers great potential for the study of pharmaco/toxicodynamic responses in tissue owing is its ability to study multiple biomarkers simultaneously in a label-free manner. Here, existing examples of such studies examining anticancer drugs and topically applied treatments are described. Examination of the literature shows that the use of MS imaging in pharmaco/toxicodynamic studies is in fact quite low. The reasons for this are discussed and potential developments in the methodology that might lead to its further use are described.
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14
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Abstract
MS imaging allows profiling and imaging of compounds directly from tumor tissue, tissue microarrays and tissue-engineered models of tumors. Methodologies for the quantitative analysis of localized/colocalized ion signals from a single cancer cell would be a major advance. Alternative methods of generating ions to matrix-assisted laser desorption ionization are increasingly employed. Desorption electrospray ionization has been used for the intraoperative diagnosis of human brain tumors and secondary ion MS imaging with cluster primary ion sources has been used for high spatial resolution imaging tumor sections. Extensive validation of the technique for the analysis of disease biomarkers is required, if imaging MS is to have a future role in the clinic.
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Affiliation(s)
- Laura M Cole
- Biomolecular Sciences Research Centre, Sheffield Hallam University, Howard Street, Sheffield, S1 1WB, UK
| | - Malcolm R Clench
- Biomolecular Sciences Research Centre, Sheffield Hallam University, Howard Street, Sheffield, S1 1WB, UK
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15
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Cole LM, Clench MR. Mass spectrometry imaging for the proteomic study of clinical tissue. Proteomics Clin Appl 2015; 9:335-41. [PMID: 25620724 DOI: 10.1002/prca.201400103] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2014] [Revised: 12/12/2014] [Accepted: 01/21/2015] [Indexed: 11/08/2022]
Abstract
Over the last decade, MALDI-MS imaging has been used by researchers to explore areas of proteomics, lipidomics and metabolomics in samples of clinical origin for both targeted and global biomarker analysis. Numerous technological advancements in MS and clinical tissue MS imaging have been accomplished; hence, in this article we aim to critically discuss whether MS imaging has now in fact become a true champion of the 'Omics Era'. In order to assess the potential for it to be routinely used in the clinical setting, it is pertinent to discuss some of its limitations, and to examine how these have been addressed by researchers. The key limitations of the technique we will discuss in this viewpoint article are as follows: sample throughput; relevance to patients, the availability of validated/standardised techniques; and integration with conventional pathology and other medical imaging techniques. Good progress has been made over the last 5 years in overcoming these limitations that had previously restricted the use of this technology in the clinical setting.
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Affiliation(s)
- Laura M Cole
- Biomedical Research Centre, Sheffield Hallam University, Sheffield, UK
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16
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Aichler M, Luber B, Lordick F, Walch A. Proteomic and metabolic prediction of response to therapy in gastric cancer. World J Gastroenterol 2014; 20:13648-13657. [PMID: 25320503 PMCID: PMC4194549 DOI: 10.3748/wjg.v20.i38.13648] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/09/2013] [Accepted: 06/13/2014] [Indexed: 02/06/2023] Open
Abstract
Several new treatment options for gastric cancer have been introduced but the prognosis of patients diagnosed with gastric cancer is still poor. Disease prognosis could be improved for high-risk individuals by implementing earlier screenings. Because many patients are asymptomatic during the early stages of gastric cancer, the diagnosis is often delayed and patients present with unresectable locally advanced or metastatic disease. Cytotoxic treatment has been shown to prolong survival in general, but not all patients are responders. The application of targeted therapies and multimodal treatment has improved prognosis for those with advanced disease. However, these new therapeutic strategies do not uniformly benefit all patients. Predicting whether patients will respond to specific therapies would be of particular value and would allow for stratifying patients for personalized treatment strategies. Metabolic imaging by positron emission tomography was the first technique with the potential to predict the response of esophago-gastric cancer to neoadjuvant therapy. Exploring and validating tissue-based biomarkers are ongoing processes. In this review, we discuss the status of several targeted therapies for gastric cancer, as well as proteomic and metabolic methods for investigating biomarkers for therapy response prediction in gastric cancer.
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Longuespée R, Boyon C, Desmons A, Kerdraon O, Leblanc E, Farré I, Vinatier D, Day R, Fournier I, Salzet M. Spectroimmunohistochemistry: A Novel Form of MALDI Mass Spectrometry Imaging Coupled to Immunohistochemistry for Tracking Antibodies. OMICS-A JOURNAL OF INTEGRATIVE BIOLOGY 2014; 18:132-41. [DOI: 10.1089/omi.2013.0075] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Affiliation(s)
- Rémi Longuespée
- Laboratoire PRISM : Protéomique, Réponse Inflammatoire, Spectrométrie de Masse, Cité Scientifique, Villeneuve D'Ascq, Lille Cedex, France
- Institut de Pharmacologie de Sherbrooke, Département de Chirurgie/Urologie, Université de Sherbrooke, Sherbrooke, Québec, Canada
| | - Charlotte Boyon
- Laboratoire PRISM : Protéomique, Réponse Inflammatoire, Spectrométrie de Masse, Cité Scientifique, Villeneuve D'Ascq, Lille Cedex, France
- Hôpital Jeanne de Flandre, Service de Chirurgie Gynécologique, Lille Cedex, France
| | - Annie Desmons
- Laboratoire PRISM : Protéomique, Réponse Inflammatoire, Spectrométrie de Masse, Cité Scientifique, Villeneuve D'Ascq, Lille Cedex, France
| | - Olivier Kerdraon
- Laboratoire PRISM : Protéomique, Réponse Inflammatoire, Spectrométrie de Masse, Cité Scientifique, Villeneuve D'Ascq, Lille Cedex, France
- Laboratoire d'Anatomie et de Cytologie Pathologiques, CHRU Lille, Lille Cedex, France
| | - Eric Leblanc
- Laboratoire PRISM : Protéomique, Réponse Inflammatoire, Spectrométrie de Masse, Cité Scientifique, Villeneuve D'Ascq, Lille Cedex, France
- Centre Oscar-Lambret, Département de Cancérologie Gynécologique, Lille Cedex, France
| | - Isabelle Farré
- Laboratoire PRISM : Protéomique, Réponse Inflammatoire, Spectrométrie de Masse, Cité Scientifique, Villeneuve D'Ascq, Lille Cedex, France
- Centre Oscar-Lambret, Département de Cancérologie Gynécologique, Lille Cedex, France
| | - Denis Vinatier
- Laboratoire PRISM : Protéomique, Réponse Inflammatoire, Spectrométrie de Masse, Cité Scientifique, Villeneuve D'Ascq, Lille Cedex, France
- Hôpital Jeanne de Flandre, Service de Chirurgie Gynécologique, Lille Cedex, France
| | - Robert Day
- Laboratoire d'Anatomie et de Cytologie Pathologiques, CHRU Lille, Lille Cedex, France
| | - Isabelle Fournier
- Laboratoire PRISM : Protéomique, Réponse Inflammatoire, Spectrométrie de Masse, Cité Scientifique, Villeneuve D'Ascq, Lille Cedex, France
| | - Michel Salzet
- Laboratoire PRISM : Protéomique, Réponse Inflammatoire, Spectrométrie de Masse, Cité Scientifique, Villeneuve D'Ascq, Lille Cedex, France
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18
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Polkinghorne VR, Standeven KF, Schroeder V, Carter AM. Role of proteomic technologies in understanding risk of arterial thrombosis. Expert Rev Proteomics 2014; 6:539-50. [DOI: 10.1586/epr.09.75] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/24/2023]
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Wang HYJ, Wu HW, Tsai PJ, Liu CB, Zheng ZF. Matrix-assisted laser desorption/ionization mass spectrometry imaging of cardiolipins in rat organ sections. Anal Bioanal Chem 2013; 406:565-75. [PMID: 24317517 DOI: 10.1007/s00216-013-7492-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2013] [Revised: 11/04/2013] [Accepted: 11/06/2013] [Indexed: 11/30/2022]
Abstract
Cardiolipin (CL) is a class of phospholipid tightly associated with the mitochondria functions and a prime target of oxidative stress. Peroxidation of CL dissociates its bound cytochrome C, a phenomenon that reflects oxidative stress sustained by the organ and a trigger for the intrinsic apoptotic pathway. However, CL distribution in normal organ tissues has yet to be documented. Fresh rat organs were snap-frozen, cut into cryosections that were subsequently desalted with ammonium acetate solution, and vacuum-dried. CL distribution in situ was determined using matrix-assisted laser desorption/ionization mass spectrometry imaging (MALDI-MSI) technique on sections sublimed with 2,5-dihydroxybenzoic acid. CL images in rat cardiac ventricular section showed a homogeneous distribution of a single m/z 1447.9 ion species that was confirmed as the (18:2)4 CL by tandem mass spectrometry. The presence of low abundant (18:2)3(18:1) CL with the bulk (18:2)4 CL in quadriceps femoris rendered the muscle CL exhibiting a slightly deviated isotopic pattern from that of cardiac muscle. In rat liver, MALDI-MSI unveiled three CL-containing mass ranges, each with a unique in situ distribution pattern. Co-registration of the CL ion images with its stained liver section image further revealed the association of CLs in each mass range with the functional zones in the liver parenchyma and suggests the participation of in situ CLs with localized hepatic functions such as oxidation, conjugation, and detoxification. The advances in CL imaging offer an approach with molecular accuracy to reveal potentially dysregulated metabolic machineries in acute and chronic diseased states.
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Affiliation(s)
- Hay-Yan J Wang
- Department of Biological Sciences, National Sun Yat-Sen University, 70 Lien-Hai Rd., Kaohsiung, 80424, Taiwan,
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20
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Mattei B, Sabatini S, Schininà ME. Proteomics in deciphering the auxin commitment in the Arabidopsis thaliana root growth. J Proteome Res 2013; 12:4685-701. [PMID: 24032454 DOI: 10.1021/pr400697s] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
The development of plant root systems is characterized by a high plasticity, made possible by the continual propagation of new meristems. Root architecture is fundamental for overall plant growth, abiotic stress resistance, nutrient uptake, and response to environmental changes. Understanding the function of genes and proteins that control root architecture and stress resistance will contribute to the development of more sustainable systems of intensified crop production. To meet these challenges, proteomics provide the genome-wide scale characterization of protein expression pattern, subcellular localization, post-translational modifications, activity regulation, and molecular interactions. In this review, we describe a variety of proteomic strategies that have been applied to study the proteome of the whole organ and of specific cell types during root development. Each has advantages and limitations, but collectively they are providing important insights into the mechanisms by which auxin structures and patterns the root system and into the interplay between signaling networks, auxin transport and growth. The acquisition of proteomic, transcriptomic, and metabolomic data sets of the root apex on the cell scale has revealed the high spatial complexity of regulatory networks and fosters the use of new powerful proteomic tools for a full understanding of the control of root developmental processes and environmental responses.
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Affiliation(s)
- Benedetta Mattei
- Department Biology and Biotechnology, Sapienza University of Rome , Via dei Sardi 70, 00185 Rome, Italy
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21
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Giusti L, Lucacchini A. Proteomic studies of formalin-fixed paraffin-embedded tissues. Expert Rev Proteomics 2013; 10:165-77. [PMID: 23573783 DOI: 10.1586/epr.13.3] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
Abstract
Formalin-fixed paraffin-embedded (FFPE) tissue specimens represent a valuable informational resource of histologically characterized specimens for proteomic studies. In this article, the authors review the advancement performed in the field of FFPE proteomics focusing on formaldehyde treatment and on strategies addressed to obtain the best recovery in the protein/peptide extraction. A variety of approaches have been used to characterize protein tissue extracts, and many efforts have been performed demonstrating the comparability between fresh/frozen and FFPE proteomes. Finally, the authors report and discuss the large numbers of works aimed at developing new strategies and sophisticated platforms in the analysis of FFPE samples to validate known potential biomarkers and to discover new ones.
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Affiliation(s)
- Laura Giusti
- Department of Pharmacy, University of Pisa, Via Bonanno 6, 56126 Pisa, Italy
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22
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Longuespée R, Gagnon H, Boyon C, Strupat K, Dauly C, Kerdraon O, Ighodaro A, Desmons A, Dupuis J, Wisztorski M, Vinatier D, Fournier I, Day R, Salzet M. Proteomic analyses of serous and endometrioid epithelial ovarian cancers - Cases studies - Molecular insights of a possible histological etiology of serous ovarian cancer. Proteomics Clin Appl 2013; 7:337-54. [DOI: 10.1002/prca.201200079] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2012] [Revised: 10/09/2012] [Accepted: 12/04/2012] [Indexed: 01/08/2023]
Affiliation(s)
- Rémi Longuespée
- Université Nord de France, LSMBFA, MALDI Imaging Team, EA 4550, Université de Lille 1, SIRIC ONCOLILLE, Cité Scientifique; Villeneuve D'Ascq; France
- Institut de pharmacologie de Sherbrooke et Département de chirurgie/urologie, Faculté de médecine et des sciences de la santé, Université de Sherbrooke; Sherbrooke Québec Canada
| | - Hugo Gagnon
- Université Nord de France, LSMBFA, MALDI Imaging Team, EA 4550, Université de Lille 1, SIRIC ONCOLILLE, Cité Scientifique; Villeneuve D'Ascq; France
- Institut de pharmacologie de Sherbrooke et Département de chirurgie/urologie, Faculté de médecine et des sciences de la santé, Université de Sherbrooke; Sherbrooke Québec Canada
| | - Charlotte Boyon
- Université Nord de France, LSMBFA, MALDI Imaging Team, EA 4550, Université de Lille 1, SIRIC ONCOLILLE, Cité Scientifique; Villeneuve D'Ascq; France
- Hôpital Jeanne de Flandre, service de Chirurgie Gynécologique, CHRU de Lille; France
| | | | - Claire Dauly
- Thermo Fisher Scientific (France), Silic; Courtaboeuf; France
| | - Olivier Kerdraon
- Laboratoire d'Anatomie et de Cytologie Pathologiques, CHRU de Lille; Lille France
| | - Adesuwa Ighodaro
- Université Nord de France, LSMBFA, MALDI Imaging Team, EA 4550, Université de Lille 1, SIRIC ONCOLILLE, Cité Scientifique; Villeneuve D'Ascq; France
- OWNIP fellow, SUNY College at Old Westbury; Old Westbury NY USA
| | - Annie Desmons
- Université Nord de France, LSMBFA, MALDI Imaging Team, EA 4550, Université de Lille 1, SIRIC ONCOLILLE, Cité Scientifique; Villeneuve D'Ascq; France
| | - Jocelyn Dupuis
- Thermo Fisher Scientific (France), Silic; Courtaboeuf; France
| | - Maxence Wisztorski
- Université Nord de France, LSMBFA, MALDI Imaging Team, EA 4550, Université de Lille 1, SIRIC ONCOLILLE, Cité Scientifique; Villeneuve D'Ascq; France
| | - Denis Vinatier
- Université Nord de France, LSMBFA, MALDI Imaging Team, EA 4550, Université de Lille 1, SIRIC ONCOLILLE, Cité Scientifique; Villeneuve D'Ascq; France
- Hôpital Jeanne de Flandre, service de Chirurgie Gynécologique, CHRU de Lille; France
| | - Isabelle Fournier
- Université Nord de France, LSMBFA, MALDI Imaging Team, EA 4550, Université de Lille 1, SIRIC ONCOLILLE, Cité Scientifique; Villeneuve D'Ascq; France
| | - Robert Day
- Institut de pharmacologie de Sherbrooke et Département de chirurgie/urologie, Faculté de médecine et des sciences de la santé, Université de Sherbrooke; Sherbrooke Québec Canada
| | - Michel Salzet
- Université Nord de France, LSMBFA, MALDI Imaging Team, EA 4550, Université de Lille 1, SIRIC ONCOLILLE, Cité Scientifique; Villeneuve D'Ascq; France
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Weidner S, Schultze RD, Enthaler B. Matrix-assisted laser desorption/ionization imaging mass spectrometry of pollen grains and their mixtures. RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2013; 27:896-903. [PMID: 23495059 DOI: 10.1002/rcm.6523] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/07/2012] [Revised: 01/22/2013] [Accepted: 01/28/2013] [Indexed: 05/24/2023]
Abstract
RATIONALE The fast and univocal identification of different species in mixtures of pollen grains is still a challenge. Apart from microscopic evaluation and Raman spectroscopy, no other techniques are available. METHODS Matrix-assisted laser desorption/ionization (MALDI) imaging mass spectrometry was applied to the analysis of extracts of single pollen grains and pollen mixtures. Pollen grains were fixed, treated and covered with matrix directly on the MALDI target. RESULTS Clearly resolved MALDI ion intensity images could be obtained enabling the identification of single pollen grains in a mixture. CONCLUSIONS Our results demonstrate the potential and the suitability of MALDI imaging mass spectrometry as an additional method for the identification of pollen mixtures.
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Affiliation(s)
- Steffen Weidner
- BAM-Federal Institute for Materials Research and Testing, Richard Willstaetter-Strasse 11, D-12489, Berlin, Germany.
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24
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Hanselmann M, Röder J, Köthe U, Renard BY, Heeren RMA, Hamprecht FA. Active learning for convenient annotation and classification of secondary ion mass spectrometry images. Anal Chem 2012; 85:147-55. [PMID: 23157438 DOI: 10.1021/ac3023313] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Digital staining for the automated annotation of mass spectrometry imaging (MSI) data has previously been achieved using state-of-the-art classifiers such as random forests or support vector machines (SVMs). However, the training of such classifiers requires an expert to label exemplary data in advance. This process is time-consuming and hence costly, especially if the tissue is heterogeneous. In theory, it may be sufficient to only label a few highly representative pixels of an MS image, but it is not known a priori which pixels to select. This motivates active learning strategies in which the algorithm itself queries the expert by automatically suggesting promising candidate pixels of an MS image for labeling. Given a suitable querying strategy, the number of required training labels can be significantly reduced while maintaining classification accuracy. In this work, we propose active learning for convenient annotation of MSI data. We generalize a recently proposed active learning method to the multiclass case and combine it with the random forest classifier. Its superior performance over random sampling is demonstrated on secondary ion mass spectrometry data, making it an interesting approach for the classification of MS images.
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Affiliation(s)
- Michael Hanselmann
- Heidelberg Collaboratory for Image Processing, Interdisciplinary Center for Scientific Computing, University of Heidelberg, Germany
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25
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Mass Spectrometry Imaging: facts and perspectives from a non-mass spectrometrist point of view. Methods 2012; 57:417-22. [PMID: 22713555 DOI: 10.1016/j.ymeth.2012.06.007] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2012] [Revised: 06/07/2012] [Accepted: 06/08/2012] [Indexed: 10/28/2022] Open
Abstract
Mass Spectrometry Imaging (MSI, also called Imaging Mass Spectrometry) can be used to map molecules according to their chemical abundance and spatial distribution. This technique is not widely used in mass spectrometry circles and is barely known by other scientists. In this review, a brief overview of the mass spectrometer hardware used in MSI and some of the possible applications of this powerful technique are discussed. I intend to call attention to MSI uses from cell biology to histopathology for biological scientists who have little background in mass spectrometry. MSI facts and perspectives are presented from a non-mass spectrometrist point of view.
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Abstract
Imaging MS (IMS) is generating tremendous interest in scientific communities because of its unparalleled capabilities to provide chemical analysis of intact tissue. Advances in analytical chemistry and MS are providing new insights into chemical and biological processes. This review will discuss various IMS platforms and their applications in biomedical and pharmaceutical research.
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27
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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: 212] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [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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28
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Taverna D, Nanney LB, Pollins AC, Sindona G, Caprioli R. Multiplexed molecular descriptors of pressure ulcers defined by imaging mass spectrometry. Wound Repair Regen 2011; 19:734-44. [PMID: 22092844 DOI: 10.1111/j.1524-475x.2011.00738.x] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2011] [Accepted: 09/08/2011] [Indexed: 11/28/2022]
Abstract
The pathogenesis of impaired healing within pressure ulcers remains poorly characterized and rarely examined. We describe the results of a pilot study that applies matrix-assisted laser desorption/ionization imaging mass spectrometry technology for direct tissue analysis to evaluate proteomic signatures ranging from 2 to 20 kDa and phospholipids from 300-1,200 Da in focal regions within the wound microenvironment. Distinguishing molecular differences were apparent between upper vs. lower regions of ulcers and further contrasted against adjacent dermis and epidermal margins using protein profiles, ion density maps, principal component analysis and significant analysis of microarrays. Several proteins previously uncharacterized in pressure ulcers, the α-defensins (human neutrophil peptide [HNP]-1, -2, -3), are potential markers indicating whether the wound status is improving or being prolonged in a deleterious, chronic state. Thymosin β4 appears to be a favorable protein marker showing higher relative levels in adjacent dermis and maturing areas of the wound bed. Lipidomic examination revealed the presence of major lipid classes: glycerophosphocholines, glycerophosphoglycerols, glycerophosphoinositols, and triacylglycerols. Our pilot data examined from either a global perspective using proteomic or lipidomic signatures or as individual distributions reveal that imaging mass spectrometry technology can be effectively used for discovery and spatial mapping of molecular disturbances within the microenvironment of chronic wounds.
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Affiliation(s)
- Domenico Taverna
- Department of Chemistry, Universita' della Calabria, Arcavacata di Rende, Cs, Italy
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29
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Cole L, Djidja MC, Bluff J, Claude E, Carolan V, Paley M, Tozer G, Clench M. Investigation of protein induction in tumour vascular targeted strategies by MALDI MSI. Methods 2011; 54:442-53. [DOI: 10.1016/j.ymeth.2011.03.007] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2010] [Revised: 03/15/2011] [Accepted: 03/17/2011] [Indexed: 10/25/2022] Open
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Cazares LH, Troyer DA, Wang B, Drake RR, Semmes OJ. MALDI tissue imaging: from biomarker discovery to clinical applications. Anal Bioanal Chem 2011; 401:17-27. [PMID: 21541816 PMCID: PMC6037172 DOI: 10.1007/s00216-011-5003-6] [Citation(s) in RCA: 71] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2011] [Revised: 03/31/2011] [Accepted: 04/08/2011] [Indexed: 11/26/2022]
Abstract
Matrix-assisted laser desorption ionization (MALDI) imaging mass spectrometry (IMS) is a powerful tool for the generation of multidimensional spatial expression maps of biomolecules directly from a tissue section. From a clinical proteomics perspective, this method correlates molecular detail to histopathological changes found in patient-derived tissues, enhancing the ability to identify candidates for disease biomarkers. The unbiased analysis and spatial mapping of a variety of molecules directly from clinical tissue sections can be achieved through this method. Conversely, targeted IMS, by the incorporation of laser-reactive molecular tags onto antibodies, aptamers, and other affinity molecules, enables analysis of specific molecules or a class of molecules. In addition to exploring tissue during biomarker discovery, the integration of MALDI-IMS methods into existing clinical pathology laboratory practices could prove beneficial to diagnostics. Querying tissue for the expression of specific biomarkers in a biopsy is a critical component in clinical decision-making and such markers are a major goal of translational research. An important challenge in cancer diagnostics will be to assay multiple parameters in a single slide when tissue quantities are limited. The development of multiplexed assays that maximize the yield of information from a small biopsy will help meet a critical challenge to current biomarker research. This review focuses on the use of MALDI-IMS in biomarker discovery and its potential as a clinical diagnostic tool with specific reference to our application of this technology to prostate cancer.
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Affiliation(s)
- Lisa H Cazares
- Department of Microbiology and Molecular Cell Biology, Eastern Virginia Medical School, Norfolk, VA 23507, USA
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31
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Abstract
Previously, MS was often used to analyze the composition and structure of biological molecules present in solutions. Today, technology developments enable the application of MS for the analysis of localized biomolecules on biological tissue surfaces. This technique is called MS imaging. MALDI imaging MS is a technique whereby thousands of compounds present in a tissue section are detected simultaneously without labeling. Although initially used for the detection of biomolecules such as peptides and proteins, this technology is also used today for drug detection. These characteristics make MS imaging an ideal technology that is perfectly adapted for ADME (absorption, distribution, metabolism and excretion) studies. In fact, this technology facilitates the tracking of one or several administered drugs, as well as the metabolites that result from their assimilations. In this article, we will present the various possibilities that MALDI imaging MS approaches have to offer for the study of drugs and their metabolites using MS, MS/MS, FAST-SRM and MRM modes. In this context, we investigate two studies: the distribution of olanzapine in the kidney and the overall distribution of BDM31343 in mouse whole-body section.
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32
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Urban PL, Amantonico A, Zenobi R. Lab-on-a-plate: extending the functionality of MALDI-MS and LDI-MS targets. MASS SPECTROMETRY REVIEWS 2011; 30:435-478. [PMID: 21254192 DOI: 10.1002/mas.20288] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
We review the literature that describes how (matrix-assisted) laser desorption/ionization (MA)LDI target plates can be used not only as sample supports, but beyond that: as functional parts of analytical protocols that incorporate detection by MALDI-MS or matrix-free LDI-MS. Numerous steps of analytical procedures can be performed directly on the (MA)LDI target plates prior to the ionization of analytes in the ion source of a mass spectrometer. These include homogenization, preconcentration, amplification, purification, extraction, digestion, derivatization, synthesis, separation, detection with complementary techniques, data storage, or other steps. Therefore, we consider it helpful to define the "lab-on-a-plate" as a format for carrying out extensive sample treatment as well as bioassays directly on (MA)LDI target plates. This review introduces the lab-on-plate approach and illustrates it with the aid of relevant examples from the scientific and patent literature.
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Affiliation(s)
- Pawel L Urban
- Department of Chemistry and Applied Biosciences, ETH Zurich, CH-8093 Zurich, Switzerland
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Urban PL, Chang CH, Wu JT, Chen YC. Microscale MALDI Imaging of Outer-Layer Lipids in Intact Egg Chambers from Drosophila melanogaster. Anal Chem 2011; 83:3918-25. [DOI: 10.1021/ac200481j] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Pawel L. Urban
- Department of Applied Chemistry, National Chiao Tung University, Hsinchu, Taiwan
| | - Chia-Hsien Chang
- Department of Applied Chemistry, National Chiao Tung University, Hsinchu, Taiwan
| | - June-Tai Wu
- Department of Medical Research, National Taiwan University Hospital, Taipei, Taiwan
| | - Yu-Chie Chen
- Department of Applied Chemistry, National Chiao Tung University, Hsinchu, Taiwan
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Rauser S, Deininger SO, Suckau D, Höfler H, Walch A. Approaching MALDI molecular imaging for clinical proteomic research: current state and fields of application. Expert Rev Proteomics 2011; 7:927-41. [PMID: 21142893 DOI: 10.1586/epr.10.83] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
MALDI imaging mass spectrometry ('MALDI imaging') is an increasingly recognized technique for biomarker research. After years of method development in the scientific community, the technique is now increasingly applied in clinical research. In this article, we discuss the use of MALDI imaging in clinical proteomics and put it in context with classical proteomics techniques. We also highlight a number of upcoming challenges for personalized medicine, development of targeted therapies and diagnostic molecular pathology where MALDI imaging could help.
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Affiliation(s)
- Sandra Rauser
- Institute of Pathology, Helmholtz Zentrum München-German Research Center for Environmental Health, Ingolstädter Landstraße 1, Neuherberg, Germany
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35
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Vickerman JC. Molecular imaging and depth profiling by mass spectrometry—SIMS, MALDI or DESI? Analyst 2011; 136:2199-217. [DOI: 10.1039/c1an00008j] [Citation(s) in RCA: 159] [Impact Index Per Article: 12.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
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36
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Reidel B, Thompson JW, Farsiu S, Moseley MA, Skiba NP, Arshavsky VY. Proteomic profiling of a layered tissue reveals unique glycolytic specializations of photoreceptor cells. Mol Cell Proteomics 2010; 10:M110.002469. [PMID: 21173383 DOI: 10.1074/mcp.m110.002469] [Citation(s) in RCA: 68] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
The retina is a highly ordered tissue whose outermost layers are formed by subcellular compartments of photoreceptors generating light-evoked electrical responses. We studied protein distributions among individual photoreceptor compartments by separating the entire photoreceptor layer of a flat-mounted frozen retina into a series of thin tangential cryosections and analyzing protein compositions of each section by label-free quantitative mass spectrometry. Based on 5038 confidently identified peptides assigned to 896 protein database entries, we generated a quantitative proteomic database (a "map") correlating the distribution profiles of identified proteins with the profiles of marker proteins representing individual compartments of photoreceptors and adjacent cells. We evaluated the applicability of several common peptide-to-protein quantification algorithms in the context of our database and found that the highest reliability was obtained by summing the intensities of all peptides representing a given protein, using at least the 5-6 most intense peptides when applicable. We used this proteome map to investigate the distribution of glycolytic enzymes, critical in fulfilling the extremely high metabolic demands of photoreceptor cells, and obtained two major findings. First, unlike the majority of neurons rich in hexokinase I, but similar to other highly metabolically active cells, photoreceptors express hexokinase II. Hexokinase II has a very high catalytic activity when associated with mitochondria, and indeed we found it colocalized with mitochondria in photoreceptors. Second, photoreceptors contain very little triosephosphate isomerase, an enzyme converting dihydroxyacetone phosphate into glyceraldehyde-3-phosphate. This may serve as a functional adaptation because dihydroxyacetone phosphate is a major precursor in phospholipid biosynthesis, a process particularly active in photoreceptors because of the constant renewal of their light-sensitive membrane disc stacks. Overall, our approach for proteomic profiling of very small tissue amounts at a resolution of a few microns, combining cryosectioning and liquid chromatography-tandem MS, can be applied for quantitative investigation of proteomes where spatial resolution is paramount.
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Affiliation(s)
- Boris Reidel
- Albert Eye Research Institute, 2310 Erwin Road, Durham NC 27710, USA
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Lagarrigue M, Becker M, Lavigne R, Deininger SO, Walch A, Aubry F, Suckau D, Pineau C. Revisiting rat spermatogenesis with MALDI imaging at 20-microm resolution. Mol Cell Proteomics 2010; 10:M110.005991. [PMID: 21149303 DOI: 10.1074/mcp.m110.005991] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Matrix-assisted laser desorption/ionization (MALDI) molecular imaging technology attracts increasing attention in the field of biomarker discovery. The unambiguous correlation between histopathology and MALDI images is a key feature for success. MALDI imaging mass spectrometry (MS) at high definition thus calls for technological developments that were established by a number of small steps. These included tissue and matrix preparation steps, dedicated lasers for MALDI imaging, an increase of the robustness against cell debris and matrix sublimation, software for precision matching of molecular and microscopic images, and the analysis of MALDI imaging data using multivariate statistical methods. The goal of these developments is to approach single cell resolution with imaging MS. Currently, a performance level of 20-μm image resolution was achieved with an unmodified and commercially available instrument for proteins detected in the 2-16-kDa range. The rat testis was used as a relevant model for validating and optimizing our technological developments. Indeed, testicular anatomy is among the most complex found in mammalian bodies. In the present study, we were able to visualize, at 20-μm image resolution level, different stages of germ cell development in testicular seminiferous tubules; to provide a molecular correlate for its well established stage-specific classification; and to identify proteins of interest using a top-down approach and superimpose molecular and immunohistochemistry images.
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Affiliation(s)
- Mélanie Lagarrigue
- INSERM U625, Proteomics Core Facility Biogenouest, Campus de Beaulieu, Université de Rennes I, F-35042 Rennes, France
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38
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Molecular mass spectrometry imaging in biomedical and life science research. Histochem Cell Biol 2010; 134:423-43. [DOI: 10.1007/s00418-010-0753-3] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/07/2010] [Indexed: 10/18/2022]
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Inutan ED, Richards AL, Wager-Miller J, Mackie K, McEwen CN, Trimpin S. Laserspray ionization, a new method for protein analysis directly from tissue at atmospheric pressure with ultrahigh mass resolution and electron transfer dissociation. Mol Cell Proteomics 2010; 10:M110.000760. [PMID: 20855542 PMCID: PMC3033668 DOI: 10.1074/mcp.m110.000760] [Citation(s) in RCA: 54] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
Laserspray ionization (LSI) mass spectrometry (MS) allows, for the first time, the analysis of proteins directly from tissue using high performance atmospheric pressure ionization mass spectrometers. Several abundant and numerous lower abundant protein ions with molecular masses up to ∼20,000 Da were detected as highly charged ions from delipified mouse brain tissue mounted on a common microscope slide and coated with 2,5-dihydroxyacetophenone as matrix. The ability of LSI to produce multiply charged ions by laser ablation at atmospheric pressure allowed protein analysis at 100,000 mass resolution on an Orbitrap Exactive Fourier transform mass spectrometer. A single acquisition was sufficient to identify the myelin basic protein N-terminal fragment directly from tissue using electron transfer dissociation on a linear trap quadrupole (LTQ) Velos. The high mass resolution and mass accuracy, also obtained with a single acquisition, are useful in determining protein molecular weights and from the electron transfer dissociation data in confirming database-generated sequences. Furthermore, microscopy images of the ablated areas show matrix ablation of ∼15 μm-diameter spots in this study. The results suggest that LSI-MS at atmospheric pressure potentially combines speed of analysis and imaging capability common to matrix-assisted laser desorption/ionization and soft ionization, multiple charging, improved fragmentation, and cross-section analysis common to electrospray ionization.
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Affiliation(s)
- Ellen D Inutan
- Department of Chemistry, Wayne State University, Detroit, Michigan 48202, USA
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Inutan ED, Trimpin S. Laserspray Ionization-Ion Mobility Spectrometry−Mass Spectrometry: Baseline Separation of Isomeric Amyloids without the Use of Solvents Desorbed and Ionized Directly from a Surface. J Proteome Res 2010; 9:6077-81. [DOI: 10.1021/pr1005923] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Ellen D. Inutan
- Department of Chemistry, Wayne State University, Detroit, Michigan 48202
| | - Sarah Trimpin
- Department of Chemistry, Wayne State University, Detroit, Michigan 48202
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41
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Parker CE, Pearson TW, Anderson NL, Borchers CH. Mass-spectrometry-based clinical proteomics--a review and prospective. Analyst 2010; 135:1830-8. [PMID: 20520858 PMCID: PMC2966304 DOI: 10.1039/c0an00105h] [Citation(s) in RCA: 89] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
This review reports on the current and emerging technologies for the use of mass-spectrometry-based proteomics in clinical applications.
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Affiliation(s)
- Carol E. Parker
- University of Victoria-Genome British Columbia Proteomics Centre, Victoria, BC, Canada; Fax: +1-250 483-3238; Tel: +1-250 483-3221
| | - Terry W. Pearson
- Department of Biochemistry and Microbiology, University of Victoria, Victoria, BC, Canada
| | | | - Christoph H. Borchers
- University of Victoria-Genome British Columbia Proteomics Centre, Victoria, BC, Canada; Fax: +1-250 483-3238; Tel: +1-250 483-3221
- Department of Biochemistry and Microbiology, University of Victoria, Victoria, BC, Canada
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42
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Affiliation(s)
- Kamila Chughtai
- FOM-Institute for Atomic and Molecular Physics, Science Park 104, 1098 XG Amsterdam, The Netherlands
| | - Ron M.A. Heeren
- FOM-Institute for Atomic and Molecular Physics, Science Park 104, 1098 XG Amsterdam, The Netherlands
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43
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Trimpin S. A perspective on MALDI alternatives-total solvent-free analysis and electron transfer dissociation of highly charged ions by laserspray ionization. JOURNAL OF MASS SPECTROMETRY : JMS 2010; 45:471-485. [PMID: 20446310 DOI: 10.1002/jms.1737] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
Progress in research is hindered by analytical limitations, especially in biological areas in which sensitivity and dynamic range are critical to success. Inherent difficulties of characterization associated with complexity arising from heterogeneity of various materials including topologies (isomeric composition) and insolubility also limit progress. For this reason, we are developing methods for total solvent-free analysis by mass spectrometry consisting of solvent-free ionization followed by solvent-free gas-phase separation. We also recently constructed a novel matrix-assisted laser desorption ionization (MALDI) source that provides a simple, practical and sensitive way of producing highly charged ions by laserspray ionization (LSI) or singly charged ions commonly observed with MALDI by choice of matrix or matrix preparation. This is the first ionization source with such freedom-an extremely powerful analytical 'switch'. Multiply charged LSI ions allow molecules exceeding the mass-to-charge range of the instrument to be observed and permit for the first time electron transfer dissociation fragment ion analysis.
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Affiliation(s)
- Sarah Trimpin
- Department of Chemistry, Wayne State University, Detroit, MI, USA.
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44
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Debois D, Bertrand V, Quinton L, De Pauw-Gillet MC, De Pauw E. MALDI-In Source Decay Applied to Mass Spectrometry Imaging: A New Tool for Protein Identification. Anal Chem 2010; 82:4036-45. [DOI: 10.1021/ac902875q] [Citation(s) in RCA: 88] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Delphine Debois
- LSM-CART-GIGA-R and Laboratory of Histology-Cytology (GIGA-R), University of Liège, B-4000 Liège (Sart-Tilman), Belgium
| | - Virginie Bertrand
- LSM-CART-GIGA-R and Laboratory of Histology-Cytology (GIGA-R), University of Liège, B-4000 Liège (Sart-Tilman), Belgium
| | - Loïc Quinton
- LSM-CART-GIGA-R and Laboratory of Histology-Cytology (GIGA-R), University of Liège, B-4000 Liège (Sart-Tilman), Belgium
| | - Marie-Claire De Pauw-Gillet
- LSM-CART-GIGA-R and Laboratory of Histology-Cytology (GIGA-R), University of Liège, B-4000 Liège (Sart-Tilman), Belgium
| | - Edwin De Pauw
- LSM-CART-GIGA-R and Laboratory of Histology-Cytology (GIGA-R), University of Liège, B-4000 Liège (Sart-Tilman), Belgium
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45
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Meriaux C, Franck J, Wisztorski M, Salzet M, Fournier I. Liquid ionic matrixes for MALDI mass spectrometry imaging of lipids. J Proteomics 2010; 73:1204-18. [DOI: 10.1016/j.jprot.2010.02.010] [Citation(s) in RCA: 79] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2009] [Revised: 02/03/2010] [Accepted: 02/10/2010] [Indexed: 01/19/2023]
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46
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Djidja MC, Claude E, Snel MF, Scriven P, Francese S, Carolan V, Clench MR. MALDI-ion mobility separation-mass spectrometry imaging of glucose-regulated protein 78 kDa (Grp78) in human formalin-fixed, paraffin-embedded pancreatic adenocarcinoma tissue sections. J Proteome Res 2010; 8:4876-84. [PMID: 19673544 DOI: 10.1021/pr900522m] [Citation(s) in RCA: 104] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
MALDI-mass spectrometry imaging (MALDI-MSI) is a technique that allows proteomic information, that is, the spatial distribution and identification of proteins, to be obtained directly from tissue sections. The use of in situ enzymatic digestion as a sample pretreatment prior to MALDI-MSI analysis has been found to be useful for retrieving protein identification directly from formalin-fixed, paraffin-embedded (ffpe) tissue sections. Here, an improved method for the study of the distribution and the identification of peptides obtained after in situ digestion of fppe pancreatic tumor tissue sections by using MALDI-mass spectrometry imaging coupled with ion mobility separation (IMS) is described. MALDI-IMS-MS images of peptide obtained from pancreatic tumor tissue sections allowed the localization of tumor regions within the tissue section, while minimizing the peak interferences which were observed with conventional MALDI-TOF MSI. The use of ion mobility separation coupled with MALDI-MSI improved the selectivity and specificity of the method and, hence, enabled both the localization and in situ identification of glucose regulated protein 78 kDa (Grp78), a tumor biomarker, within pancreatic tumor tissue sections. These findings were validated using immunohistochemical staining.
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Affiliation(s)
- Marie-Claude Djidja
- Biomedical Research Centre, Sheffield Hallam University, Howard Street, Sheffield, S1 1WB, United Kingdom
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47
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MALDI direct analysis and imaging of frozen versus FFPE tissues: what strategy for which sample? Methods Mol Biol 2010; 656:303-22. [PMID: 20680599 DOI: 10.1007/978-1-60761-746-4_18] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022]
Abstract
Significant advances have been made in the past decade in the field of mass spectrometry imaging with MALDI ion sources (MALDI-MSI). While MALDI-MSI has high potential in the field of biology and in the clinic, a challenge for MALDI-MSI has been to adapt itself to a greater range of sample types. In particular, much of the biological archived materials for pathology studies are tissue biopsies fixed with paraformaldehyde and embedded in paraffin (FFPE tissues) because of the high stability of such samples. Thus, there has been a need to develop strategies for analyzing FFPE samples as this would allow retrospective studies of past clinical cases on large cohorts of existing samples. Obviously, PAF fixation, by inducing protein cross-linking, causes problems for molecular analysis by MS. We developed on tissue digestion strategies for overcoming these difficulties and allowing molecular data to be retrieved from FFPE samples no matter how long they have been stored. These digestion strategies preserve localization from digested proteins making MALDI-MSI of proteins possible by monitoring the resulting peptides. We present methods and protocols for FFPE samples. These strategies have proven to be valuable for all tested FFPE samples and have opened archived tissues from hospital banks to MALDI-MSI.
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48
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Abstract
MALDI imaging as a molecular mass spectrometry imaging technique (MSI) can provide accurate information about molecular composition on a surface. The last decade of MSI development has brought the technology to clinical and biomedical applications as a complementary technique of MRI and other molecular imaging. Then, this IMS technique is used for endogenous and exogenous molecule detection in pharmaceutical and biomedical fields. However, some limitations still exist due to physical and chemical aspects, and sensitivity of certain compounds is very low. Thus, we developed a multiplex technique for fast detection of different compound natures. The multiplex MALDI imaging technique uses a photocleavable group that can be detect easily by MALDI instrument. These techniques of targeted imaging using Tag-Mass molecules allow the multiplex detection of compounds like antibodies or oligonucleotides. Here, we describe how we used this technique to detect huge proteins and mRNA by MALDI imaging in rat brain and in a model for regeneration; the leech.
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Affiliation(s)
- Jonathan Stauber
- Laboratoire de Neuroimmunologie et Neurochimie Evolutives, FRE CNRS 3249, MALDI Imaging Team, Université Lille Nord de France, Université Lille 1, Villeneuve d'Ascq, France
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49
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Ciborowski P. Biomarkers of HIV-1-associated neurocognitive disorders: challenges of proteomic approaches. Biomark Med 2009; 3:771-85. [PMID: 20477714 PMCID: PMC3544489 DOI: 10.2217/bmm.09.63] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
HIV-1 enters the brain shortly after infection, which may lead to neurological complications and in the most severe cases to encephalitis, dementia and death. The introduction of antiretroviral therapy reduced the incidence of the most severe conditions, nevertheless, approximately half of those infected with this virus will suffer to various degrees from HIV-1-associated neurocognitive disorders. Despite many years of research, there are no biomarkers that can objectively measure and, more importantly, predict the onset and the tempo of HIV-1-associated neurocognitive disorders. Here we review biomarker candidates of neurocognitive impairment due to HIV infection of the brain that have been proposed during the last two decades, and discuss perspectives and limitations of proteomic approaches in the search for new, more sensitive and specific biomarkers.
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Affiliation(s)
- Pawel Ciborowski
- Department of Pharmacology and Experimental Neuroscience, University of Nebraska Medical Center, Omaha, NE 68198-5800, USA.
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50
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Jackson SN, Woods AS. Direct profiling of tissue lipids by MALDI-TOFMS. J Chromatogr B Analyt Technol Biomed Life Sci 2009; 877:2822-9. [PMID: 19095508 PMCID: PMC2945280 DOI: 10.1016/j.jchromb.2008.11.033] [Citation(s) in RCA: 82] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2008] [Revised: 11/17/2008] [Accepted: 11/20/2008] [Indexed: 11/20/2022]
Abstract
Advances in matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOFMS) have allowed for the direct analysis of biological molecules from tissue. Although most of the early studies of direct tissue profiling by MALDI-TOFMS have focused on proteins and peptides, analysis of lipids has increased dramatically in recent years. This review gives an overview of the factors to consider when analyzing lipids directly from tissue and some recent examples of the use of MALDI-TOFMS for the direct profiling of lipids in tissue.
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Affiliation(s)
| | - Amina S. Woods
- NIDA IRP, NIH, 333 Cassell Drive, Baltimore, MD 21224, United States
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