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Bhattarai M, Javaid T, Venkataraghavan A, Faik A. In Vitro GT-array ( i-GT-ray), a Platform for Screening of Glycosyltransferase Activities and Protein-Protein Interactions. Bio Protoc 2024; 14:e5066. [PMID: 39346762 PMCID: PMC11427220 DOI: 10.21769/bioprotoc.5066] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2024] [Revised: 08/01/2024] [Accepted: 08/03/2024] [Indexed: 10/01/2024] Open
Abstract
Progress in bioinformatics has facilitated the identification of a large number of putative glycosyltransferases (GTs) associated with many physiological processes. However, many of these GTs remain with unknown biochemical function due to numerous technical limitations. One of these limitations is the lack of innovative tools for large-scale screening of enzyme activity in vitro and testing protein-protein interactions (PPIs) between GT partners. Currently, testing the enzyme activity of a protein requires its production in a heterologous expression system and purification before enzyme assays, a process that is time-consuming and not amenable to high-throughput screening. To overcome this, we developed a platform called in vitro GT-array (i-GT-ray). In this platform, 96-well microplates are coated with plasmid DNA encoding for tagged GTs and a capture antibody. Tagged GTs are produced from plasmid DNA via a cell-free in vitro transcription/translation (IVTT) system and captured through the anti-tag capture antibody directly on microplates. After washing to remove IVTT components, the captured enzymes can be considered purified, and their activity can be tested directly on microplates. The whole process can be performed in less than two days, compared to several weeks for currently available screening methods. The i-GT-ray platform has also been adapted to investigate PPIs between GTs. Here, we provide a practical user guide for the preparation of GT-arrays coated with plasmid DNA and a capture antibody that can be used for monitoring enzyme activity and PPIs of GTs in a high-throughput manner. Key features • Synthesis of tagged proteins directly from plasmid DNA, which are captured by anti-tag antibody attached to microplates. • Captured tagged proteins can be considered as purified proteins ready for enzyme assays. • Our platform can be used for high-throughput screening of enzyme activity and protein-protein interactions in vitro in a short time. • Our platform can be used for biochemical characterization of difficult proteins such as membrane-integrated glycosyltransferases. • Our platform can be adapted to downstream analytical methods such as mass spectrometry (i.e., DPS-MS).
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Affiliation(s)
- Matrika Bhattarai
- Department of Environmental and Plant Biology, Ohio University, Athens, OH, USA
- Molecular and Cellular Biology program, Ohio University, Athens, OH, USA
| | - Tasleem Javaid
- Department of Environmental and Plant Biology, Ohio University, Athens, OH, USA
| | | | - Ahmed Faik
- Department of Environmental and Plant Biology, Ohio University, Athens, OH, USA
- Molecular and Cellular Biology program, Ohio University, Athens, OH, USA
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Beutgen VM, Shinkevich V, Pörschke J, Meena C, Steitz AM, Pogge von Strandmann E, Graumann J, Gómez-Serrano M. Secretome Analysis Using Affinity Proteomics and Immunoassays: A Focus on Tumor Biology. Mol Cell Proteomics 2024; 23:100830. [PMID: 39147028 PMCID: PMC11417252 DOI: 10.1016/j.mcpro.2024.100830] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Revised: 07/20/2024] [Accepted: 08/12/2024] [Indexed: 08/17/2024] Open
Abstract
The study of the cellular secretome using proteomic techniques continues to capture the attention of the research community across a broad range of topics in biomedical research. Due to their untargeted nature, independence from the model system used, historically superior depth of analysis, as well as comparative affordability, mass spectrometry-based approaches traditionally dominate such analyses. More recently, however, affinity-based proteomic assays have massively gained in analytical depth, which together with their high sensitivity, dynamic range coverage as well as high throughput capabilities render them exquisitely suited to secretome analysis. In this review, we revisit the analytical challenges implied by secretomics and provide an overview of affinity-based proteomic platforms currently available for such analyses, using the study of the tumor secretome as an example for basic and translational research.
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Affiliation(s)
- Vanessa M Beutgen
- Institute of Translational Proteomics, Biochemical/Pharmacological Centre, Philipps University, Marburg, Germany; Core Facility Translational Proteomics, Biochemical/Pharmacological Centre, Philipps University, Marburg, Germany
| | - Veronika Shinkevich
- Institute of Pharmacology, Biochemical/Pharmacological Centre, Philipps University, Marburg, Germany
| | - Johanna Pörschke
- Institute for Tumor Immunology, Center for Tumor Biology and Immunology, Philipps University, Marburg, Germany
| | - Celina Meena
- Institute for Tumor Immunology, Center for Tumor Biology and Immunology, Philipps University, Marburg, Germany
| | - Anna M Steitz
- Translational Oncology Group, Center for Tumor Biology and Immunology, Philipps University, Marburg, Germany
| | - Elke Pogge von Strandmann
- Institute for Tumor Immunology, Center for Tumor Biology and Immunology, Philipps University, Marburg, Germany
| | - Johannes Graumann
- Institute of Translational Proteomics, Biochemical/Pharmacological Centre, Philipps University, Marburg, Germany; Core Facility Translational Proteomics, Biochemical/Pharmacological Centre, Philipps University, Marburg, Germany.
| | - María Gómez-Serrano
- Institute for Tumor Immunology, Center for Tumor Biology and Immunology, Philipps University, Marburg, Germany.
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Bock T, Bewarder M, Cetin O, Fadle N, Regitz E, Schwarz EC, Held J, Roth S, Lohse S, Pfuhl T, Wagener R, Smola S, Becker SL, Bohle RM, Trümper L, Siebert R, Hansmann M, Pfreundschuh M, Drexler HG, Hoth M, Kubuschok B, Roemer K, Preuss K, Hartmann S, Thurner L. B-cell receptors of EBV-negative Burkitt lymphoma bind modified isoforms of autoantigens. EJHAEM 2022; 3:739-747. [PMID: 36051037 PMCID: PMC9421956 DOI: 10.1002/jha2.475] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 04/29/2022] [Accepted: 05/01/2022] [Indexed: 11/08/2022]
Abstract
Burkitt lymphoma (BL) represents the most aggressive B-cell-lymphoma. Beside the hallmark of IG-MYC-translocation, surface B-cell receptor (BCR) is expressed, and mutations in the BCR pathway are frequent. Coincidental infections in endemic BL, and specific extra-nodal sites suggest antigenic triggers. To explore this hypothesis, BCRs of BL cell lines and cases were screened for reactivities against a panel of bacterial lysates, lysates of Plasmodium falciparum, a custom-made virome array and against self-antigens, including post-translationally modified antigens. An atypically modified, SUMOylated isoform of Bystin, that is, SUMO1-BYSL was identified as the antigen of the BCR of cell line CA46. SUMO1-BYSL was exclusively expressed in CA46 cells with K139 as site of the SUMOylation. Secondly, an atypically acetylated isoform of HSP40 was identified as the antigen of the BCR of cell line BL41. K104 and K179 were the sites of immunogenic acetylation, and the acetylated HSP40 isoform was solely present in BL41 cells. Functionally, addition of SUMO1-BYSL and acetylated HSP40 induced BCR pathway activation in CA46 and BL41 cells, respectively. Accordingly, SUMO1-BYSL-ETA' immunotoxin, produced by a two-step intein-based conjugation, led to the specific killing of CA46 cells. Autoantibodies directed against SUMO1-BYSL were found in 3 of 14 (21.4%), and autoantibodies against acetylated HSP40 in 1/14(7.1%) patients with sporadic Burkitt-lymphoma. No reactivities against antigens of the infectious agent spectrum could be observed. These results indicate a pathogenic role of autoreactivity evoked by immunogenic post-translational modifications in a subgroup of sporadic BL including two EBV-negative BL cell lines.
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Affiliation(s)
- Theresa Bock
- Department of Internal Medicine I and José Carreras Center for Immuno‐ and Gene TherapySaarland University Medical SchoolHomburg/SaarGermany
| | - Moritz Bewarder
- Department of Internal Medicine I and José Carreras Center for Immuno‐ and Gene TherapySaarland University Medical SchoolHomburg/SaarGermany
| | - Onur Cetin
- Department of Internal Medicine I and José Carreras Center for Immuno‐ and Gene TherapySaarland University Medical SchoolHomburg/SaarGermany
| | - Natalie Fadle
- Department of Internal Medicine I and José Carreras Center for Immuno‐ and Gene TherapySaarland University Medical SchoolHomburg/SaarGermany
| | - Evi Regitz
- Department of Internal Medicine I and José Carreras Center for Immuno‐ and Gene TherapySaarland University Medical SchoolHomburg/SaarGermany
| | - Eva C. Schwarz
- Center for Integrative Physiology and Molecular Medicine (CIPMM)School of MedicineHomburgGermany
| | - Jana Held
- Institute of Tropical MedicineEberhard Karls Universität TübingenTübingenGermany
| | - Sophie Roth
- Institute of Medical Microbiology and HygieneSaarland UniversityHomburg/SaarGermany
| | - Stefan Lohse
- Institute of VirologyUniversity of SaarlandHomburgGermany
| | - Thorsten Pfuhl
- Institute of VirologyUniversity of SaarlandHomburgGermany
| | - Rabea Wagener
- Institute of Human GeneticsUlm University and Ulm University Medical CenterUlmGermany
| | - Sigrun Smola
- Institute of VirologyUniversity of SaarlandHomburgGermany
- Helmholtz Institute for Pharmaceutical Research Saarland (HIPS)SaarbrückenGermany
| | - Sören L. Becker
- Institute of Medical Microbiology and HygieneSaarland UniversityHomburg/SaarGermany
| | - Rainer Maria Bohle
- Institute of PathologySaarland University Medical SchoolHomburg/SaarGermany
| | - Lorenz Trümper
- Department of Hematology and OncologyGeorg August University GöttingenGöttingenGermany
| | - Reiner Siebert
- Institute of Human GeneticsUlm University and Ulm University Medical CenterUlmGermany
| | - Martin‐Leo Hansmann
- Dr. Senckenberg Institute of PathologyGoethe University Hospital of Frankfurt a. MainFrankfurt a. MainGermany
| | - Michael Pfreundschuh
- Department of Internal Medicine I and José Carreras Center for Immuno‐ and Gene TherapySaarland University Medical SchoolHomburg/SaarGermany
| | - Hans G. Drexler
- Faculty of Life sciencesTechnical University of BraunschweigBraunschweigGermany
| | - Markus Hoth
- Center for Integrative Physiology and Molecular Medicine (CIPMM)School of MedicineHomburgGermany
| | - Boris Kubuschok
- Department of Internal Medicine IIAugsburg University Medical CenterAugsburgGermany
| | - Klaus Roemer
- Department of Internal Medicine I and José Carreras Center for Immuno‐ and Gene TherapySaarland University Medical SchoolHomburg/SaarGermany
| | - Klaus‐Dieter Preuss
- Department of Internal Medicine I and José Carreras Center for Immuno‐ and Gene TherapySaarland University Medical SchoolHomburg/SaarGermany
| | - Sylvia Hartmann
- Dr. Senckenberg Institute of PathologyGoethe University Hospital of Frankfurt a. MainFrankfurt a. MainGermany
| | - Lorenz Thurner
- Department of Internal Medicine I and José Carreras Center for Immuno‐ and Gene TherapySaarland University Medical SchoolHomburg/SaarGermany
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Thornton EL, Paterson SM, Gidden Z, Horrocks MH, Laohakunakorn N, Regan L. Self-Assembling Protein Surfaces for In Situ Capture of Cell-Free-Synthesized Proteins. Front Bioeng Biotechnol 2022; 10:915035. [PMID: 35875503 PMCID: PMC9300835 DOI: 10.3389/fbioe.2022.915035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Accepted: 06/16/2022] [Indexed: 11/13/2022] Open
Abstract
We present a new method for the surface capture of proteins in cell-free protein synthesis (CFPS). We demonstrate the spontaneous self-assembly of the protein BslA into functionalizable surfaces on the surface of a CFPS reaction chamber. We show that proteins can be covalently captured by such surfaces, using “Catcher/Tag” technology. Importantly, proteins of interest can be captured either when synthesised in situ by CFPS above the BslA surfaces, or when added as pure protein. The simplicity and cost efficiency of this method suggest that it will find many applications in cell-free-based methods.
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Affiliation(s)
- Ella Lucille Thornton
- Centre for Synthetic and Systems Biology, Institute of Quantitative Biology, Biochemistry and Biotechnology, School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Sarah Maria Paterson
- Centre for Synthetic and Systems Biology, Institute of Quantitative Biology, Biochemistry and Biotechnology, School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | - Zoe Gidden
- Centre for Synthetic and Systems Biology, Institute of Quantitative Biology, Biochemistry and Biotechnology, School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom
| | | | - Nadanai Laohakunakorn
- Centre for Synthetic and Systems Biology, Institute of Quantitative Biology, Biochemistry and Biotechnology, School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom
- *Correspondence: Nadanai Laohakunakorn, ; Lynne Regan,
| | - Lynne Regan
- Centre for Synthetic and Systems Biology, Institute of Quantitative Biology, Biochemistry and Biotechnology, School of Biological Sciences, University of Edinburgh, Edinburgh, United Kingdom
- *Correspondence: Nadanai Laohakunakorn, ; Lynne Regan,
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Toft CJ, Sorenson AE, Schaeffer PM. Rise of the terminator protein tus: A versatile tool in the biotechnologist's toolbox. Anal Chim Acta 2022; 1213:339946. [DOI: 10.1016/j.aca.2022.339946] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 05/10/2022] [Accepted: 05/12/2022] [Indexed: 02/07/2023]
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Xiao Q, Zhang F, Xu L, Yue L, Kon OL, Zhu Y, Guo T. High-throughput proteomics and AI for cancer biomarker discovery. Adv Drug Deliv Rev 2021; 176:113844. [PMID: 34182017 DOI: 10.1016/j.addr.2021.113844] [Citation(s) in RCA: 58] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2021] [Revised: 06/13/2021] [Accepted: 06/15/2021] [Indexed: 02/08/2023]
Abstract
Biomarkers are assayed to assess biological and pathological status. Recent advances in high-throughput proteomic technology provide opportunities for developing next generation biomarkers for clinical practice aided by artificial intelligence (AI) based techniques. We summarize the advances and limitations of cancer biomarkers based on genomic and transcriptomic analysis, as well as classical antibody-based methodologies. Then we review recent progresses in mass spectrometry (MS)-based proteomics in terms of sample preparation, peptide fractionation by liquid chromatography (LC) and mass spectrometric data acquisition. We highlight applications of AI techniques in high-throughput clinical studies as compared with clinical decisions based on singular features. This review sets out our approach for discovering clinical biomarkers in studies using proteomic big data technology conjoined with computational and statistical methods.
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Epitope Mapping of Allergenic Lipid Transfer Proteins. Methods Mol Biol 2021. [PMID: 34115355 DOI: 10.1007/978-1-0716-1562-1_8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2023]
Abstract
Food allergy is becoming a great problem in industrialized countries. Thus, there is the need for a robust understanding of all aspects characterizing IgE response to allergens. The epitope mapping of B-cell epitopes has the potential to become a fundamental tool for food allergy diagnosis and prognosis and to lead to a better understanding of the pathogenesis. Using this approach, we have worked on epitope mapping of the most important plant food allergens identified in the Mediterranean area. The final aim of this study is to define the immune response regarding B epitopes and its clinical relevance in LTP allergy. This chapter describes the protocol to produce microarrays using a library of overlapping peptides corresponding to the primary sequences of allergenic lipid transfer proteins.
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Fruncillo S, Su X, Liu H, Wong LS. Lithographic Processes for the Scalable Fabrication of Micro- and Nanostructures for Biochips and Biosensors. ACS Sens 2021; 6:2002-2024. [PMID: 33829765 PMCID: PMC8240091 DOI: 10.1021/acssensors.0c02704] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
Since the early 2000s, extensive research has been performed to address numerous challenges in biochip and biosensor fabrication in order to use them for various biomedical applications. These biochips and biosensor devices either integrate biological elements (e.g., DNA, proteins or cells) in the fabrication processes or experience post fabrication of biofunctionalization for different downstream applications, including sensing, diagnostics, drug screening, and therapy. Scalable lithographic techniques that are well established in the semiconductor industry are now being harnessed for large-scale production of such devices, with additional development to meet the demand of precise deposition of various biological elements on device substrates with retained biological activities and precisely specified topography. In this review, the lithographic methods that are capable of large-scale and mass fabrication of biochips and biosensors will be discussed. In particular, those allowing patterning of large areas from 10 cm2 to m2, maintaining cost effectiveness, high throughput (>100 cm2 h-1), high resolution (from micrometer down to nanometer scale), accuracy, and reproducibility. This review will compare various fabrication technologies and comment on their resolution limit and throughput, and how they can be related to the device performance, including sensitivity, detection limit, reproducibility, and robustness.
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Affiliation(s)
- Silvia Fruncillo
- Manchester Institute of Biotechnology, University of Manchester, 131 Princess Street, Manchester, M1 7DN, United Kingdom
- Department of Chemistry, University of Manchester, Oxford Road, Manchester M13 9PL, United Kingdom
- Institute of Materials Research and Engineering, Agency for Science, Technology and Research (A*STAR), 2 Fusionopolis Way, #08-03, Innovis, Singapore 138634, Singapore
| | - Xiaodi Su
- Institute of Materials Research and Engineering, Agency for Science, Technology and Research (A*STAR), 2 Fusionopolis Way, #08-03, Innovis, Singapore 138634, Singapore
- Department of Chemistry, National University of Singapore, Block S8, Level 3, 3 Science Drive, Singapore 117543, Singapore
| | - Hong Liu
- Institute of Materials Research and Engineering, Agency for Science, Technology and Research (A*STAR), 2 Fusionopolis Way, #08-03, Innovis, Singapore 138634, Singapore
| | - Lu Shin Wong
- Manchester Institute of Biotechnology, University of Manchester, 131 Princess Street, Manchester, M1 7DN, United Kingdom
- Department of Chemistry, University of Manchester, Oxford Road, Manchester M13 9PL, United Kingdom
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Montero-Calle A, Barderas R. Analysis of Protein-Protein Interactions by Protein Microarrays. Methods Mol Biol 2021; 2344:81-97. [PMID: 34115353 DOI: 10.1007/978-1-0716-1562-1_6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/26/2023]
Abstract
The analysis of the proteome and the interactome would be useful for a better understanding of the pathophysiology of several disorders, allowing the identification of potential specific markers for early diagnosis and prognosis, as well as potential targets of intervention. Among different proteomic approaches, high-density protein microarrays have become an interesting tool for the screening of protein-protein interactions and the interactome definition of disease-associated dysregulated proteins. This information might contribute to the identification of altered signaling pathways and protein functions involved in the pathogenesis of a disease. Remarkably, protein microarrays have been already satisfactorily employed for the study of protein-protein interactions in cancer, allergy, or neurodegenerative diseases. Here, we describe the utilization of recombinant protein microarrays for the identification of protein-protein interactions to help in the definition of disease-specific dysregulated interactomes.
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Affiliation(s)
- Ana Montero-Calle
- Chronic Disease Programme, UFIEC, Instituto de Salud Carlos III, Madrid, Spain
| | - Rodrigo Barderas
- Chronic Disease Programme, UFIEC, Instituto de Salud Carlos III, Madrid, Spain.
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Neagu M, Bostan M, Constantin C. Protein microarray technology: Assisting personalized medicine in oncology (Review). WORLD ACADEMY OF SCIENCES JOURNAL 2019. [DOI: 10.3892/wasj.2019.15] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/03/2025]
Affiliation(s)
- Monica Neagu
- Department of Immunology, ‘Victor Babes’ National Institute of Pathology, 050096 Bucharest, Romania
| | - Marinela Bostan
- Department of Immunology, ‘Victor Babes’ National Institute of Pathology, 050096 Bucharest, Romania
| | - Carolina Constantin
- Department of Immunology, ‘Victor Babes’ National Institute of Pathology, 050096 Bucharest, Romania
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