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Nayak AR, Holdcraft CJ, Yin AC, Nicoletto RE, Zhao C, Zheng H, Temiakov D, Goldberg GS. Maackia amurensis seed lectin structure and sequence comparison with other M. amurensis lectins. J Biol Chem 2025; 301:108466. [PMID: 40158854 PMCID: PMC12059335 DOI: 10.1016/j.jbc.2025.108466] [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: 01/13/2025] [Revised: 03/14/2025] [Accepted: 03/26/2025] [Indexed: 04/02/2025] Open
Abstract
Maackia amurensis lectins, including MASL, MAA, and MAL2, are widely utilized in biochemical and medicinal research. However, the structural and functional differences between these lectins have not been defined. Here, we present a high-resolution cryo-EM structure of MASL revealing that its tetrameric assembly is directed by two intersubunit disulfide bridges. These bridges, formed by C272 residues, are central to the dimer-of-dimers assembly of a MASL tetramer. This cryo-EM structure also identifies residues involved in stabilizing the dimer interface, multiple glycosylation sites, and calcium and manganese atoms in the sugar-binding pockets of MASL. Notably, our analysis reveals that Y250 in the carbohydrate-binding site of MASL adopts a flipped conformation, likely acting as a gatekeeper that obstructs access to noncognate substrates, a feature that may contribute to MASL's substrate specificity. Sequence analysis suggests that MAA is a truncated version of MASL, while MAL2 represents a homologous isoform. Unlike MASL, neither MAL2 nor MAA contains a cysteine residue required for disulfide bridge formation. Accordingly, analysis of these proteins using reducing and nonreducing SDS-PAGE confirms that the C272 residue in MASL drives intermolecular disulfide bridge formation. These findings provide critical insights into the unique structural features of MASL that distinguish it from other M. amurensis lectins, offering a foundation for further exploration of its biological and therapeutic potential.
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Affiliation(s)
- Ashok R Nayak
- Biochemistry & Molecular Biology Department, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Cayla J Holdcraft
- Molecular Biology Department, Rowan Virtua SOM, Rowan University, Stratford, New Jersey, USA
| | - Ariel C Yin
- Molecular Biology Department, Rowan Virtua SOM, Rowan University, Stratford, New Jersey, USA
| | - Rachel E Nicoletto
- Molecular Biology Department, Rowan Virtua SOM, Rowan University, Stratford, New Jersey, USA
| | - Caifeng Zhao
- Biological Mass Spectrometry Resources, Robert Wood Johnson Medical School, Rutgers, State University of New Jersey, Piscataway, New Jersey, USA
| | - Haiyan Zheng
- Biological Mass Spectrometry Resources, Robert Wood Johnson Medical School, Rutgers, State University of New Jersey, Piscataway, New Jersey, USA
| | - Dmitry Temiakov
- Biochemistry & Molecular Biology Department, Thomas Jefferson University, Philadelphia, Pennsylvania, USA.
| | - Gary S Goldberg
- Molecular Biology Department, Rowan Virtua SOM, Rowan University, Stratford, New Jersey, USA.
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2
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Penneru SK, Saharay M, Krishnan M. CelS-Catalyzed Processive Cellulose Degradation and Cellobiose Extraction for the Production of Bioethanol. J Chem Inf Model 2022; 62:6628-6638. [PMID: 35649216 DOI: 10.1021/acs.jcim.2c00239] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Bacterial cellulase enzymes are potent candidates for the efficient production of bioethanol, a promising alternative to fossil fuels, from cellulosic biomass. These enzymes catalyze the breakdown of cellulose in plant biomass into simple sugars and then to bioethanol. In the absence of the enzyme, the cellulosic biomass is recalcitrant to decomposition due to fermentation-resistant lignin and pectin coatings on the cellulose surface, which make them inaccessible for hydrolysis. Cellobiohydrolase CelS is a microbial enzyme that binds to cellulose fiber and efficiently cleaves it into a simple sugar (cellobiose) by a repeated processive chopping mechanism. The two contributing factors to the catalytic reaction rate and the yield of cellobiose are the efficient product expulsion from the product binding site of CelS and the movement of the substrate or cellulose chain into the active site. Despite progress in understanding product expulsion in other cellulases, much remains to be understood about the molecular mechanism of processive action of these enzymes. Here, nonequilibrium molecular dynamics simulations using suitable reaction coordinates are carried out to investigate the energetics and mechanism of the substrate dynamics and product expulsion in CelS. The calculated free energy barrier for the product expulsion is three times lower than that for the processive action indicating that product removal is relatively easier and faster than the sliding of the substrate to the catalytic active site. The water traffic near the active site in response to the product expulsion and the processive action is also explored.
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Affiliation(s)
- Sree Kavya Penneru
- Department of Biochemistry & Cellular and Molecular Biology, University of Tennessee, 1311 Cumberland Avenue, Knoxville, Tennessee 37996-1939, United States
| | - Moumita Saharay
- Department of Systems and Computational Biology, School of Life Sciences, University of Hyderabad, Prof. C. R. Rao Road, Gachibowli, Hyderabad 500046, Telangana, India
| | - Marimuthu Krishnan
- Center for Computational Natural Sciences and Bioinformatics (CCNSB), International Institute of Information Technology, Gachibowli, Hyderabad 500032, India
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3
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Martin-Malpartida P, Arrastia-Casado S, Farrera-Sinfreu J, Lucas R, Fischer H, Fischer B, Eaton DC, Tzotzos S, Macias MJ. Conformational ensemble of the TNF-derived peptide solnatide in solution. Comput Struct Biotechnol J 2022; 20:2082-2090. [PMID: 35601958 PMCID: PMC9079168 DOI: 10.1016/j.csbj.2022.04.031] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Revised: 04/21/2022] [Accepted: 04/21/2022] [Indexed: 12/12/2022] Open
Abstract
Tumor necrosis factor (TNF) is a homotrimer that has two spatially distinct binding regions, three lectin-like domains (LLD) at the TIP of the protein and three basolaterally located receptor-binding sites, the latter of which are responsible for the inflammatory and cell death-inducing properties of the cytokine. Solnatide (a.k.a. TIP peptide, AP301) is a 17-mer cyclic peptide that mimics the LLD of human TNF which activates the amiloride-sensitive epithelial sodium channel (ENaC) and, as such, recapitulates the capacity of TNF to enhance alveolar fluid clearance, as demonstrated in numerous preclinical studies. TNF and solnatide interact with glycoproteins and these interactions are necessary for their trypanolytic and ENaC-activating activities. In view of the crucial role of ENaC in lung liquid clearance, solnatide is currently being evaluated as a novel therapeutic agent to treat pulmonary edema in patients with moderate-to-severe acute respiratory distress syndrome (ARDS), as well as severe COVID-19 patients with ARDS. To facilitate the description of the functional properties of solnatide in detail, as well as to further target-docking studies, we have analyzed its folding properties by NMR. In solution, solnatide populates a set of conformations characterized by a small hydrophobic core and two electrostatically charged poles. Using the structural information determined here and also that available for the ENaC protein, we propose a model to describe solnatide interaction with the C-terminal domain of the ENaCα subunit. This model may serve to guide future experiments to validate specific interactions with ENaCα and the design of new solnatide analogs with unexplored functionalities.
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Key Words
- AP301 peptide
- ARDS, Acute Respiratory Distress Syndrome
- AlphaFold applications
- Alveolar fluid clearance
- Amiloride-sensitive epithelial sodium channel
- Amphipathic helix
- ENaC
- ENaC, Amiloride-sensitive Epithelial Sodium/Channel
- HPLC, High Performance Liquid Chromatography
- HSQC, Heteronuclear Single Quantum Coherence
- LLD, Lectin-Like Domains
- MARCKS, Myristoylated Alanine-Rich C Kinase Substrate
- NMR, Nuclear Magnetic Resonance
- NOESY, Nuclear Overhauser Effect Spectroscopy
- PIP2, Phosphatidylinositol Bisphosphate
- Peptide NMR
- Pulmonary edema
- Solnatide structure
- TIP peptide
- TM, Transmembrane Regions
- TNF, Tumor Necrosis Factor
- TOCSY, Total Correlation Spectroscopy
- Tumor necrosis factor
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Affiliation(s)
- Pau Martin-Malpartida
- Institute for Research in Biomedicine, The Barcelona Institute of Science and Technology, Baldiri Reixac, 10, Barcelona 08028, Spain
| | | | | | - Rudolf Lucas
- Vascular Biology Center, Dept of Pharmacology and Toxicology, Medical College of Georgia at Augusta University, Augusta, GA, USA
| | - Hendrik Fischer
- APEPTICO Forschung und Entwicklung GmbH, Mariahilferstraße 136, 1150 Vienna, Austria
| | - Bernhard Fischer
- APEPTICO Forschung und Entwicklung GmbH, Mariahilferstraße 136, 1150 Vienna, Austria
| | - Douglas C. Eaton
- Department of Medicine, Emory University School of Medicine, Atlanta, GA, USA
| | - Susan Tzotzos
- APEPTICO Forschung und Entwicklung GmbH, Mariahilferstraße 136, 1150 Vienna, Austria
| | - Maria J. Macias
- Institute for Research in Biomedicine, The Barcelona Institute of Science and Technology, Baldiri Reixac, 10, Barcelona 08028, Spain
- Institució Catalana de Recerca i Estudis Avançats (ICREA), Passeig Lluís Companys 23, Barcelona 08010, Spain
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4
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Gajdos L, Blakeley MP, Kumar A, Wimmerová M, Haertlein M, Forsyth VT, Imberty A, Devos JM. Visualization of hydrogen atoms in a perdeuterated lectin-fucose complex reveals key details of protein-carbohydrate interactions. Structure 2021; 29:1003-1013.e4. [PMID: 33765407 DOI: 10.1016/j.str.2021.03.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 02/01/2021] [Accepted: 03/03/2021] [Indexed: 11/30/2022]
Abstract
Carbohydrate-binding proteins from pathogenic bacteria and fungi have been shown to be implicated in various pathological processes, where they interact with glycans present on the surface of the host cells. These interactions are part of the initial processes of infection of the host and are very important to study at the atomic level. Here, we report the room temperature neutron structures of PLL lectin from Photorhabdus laumondii in its apo form and in complex with deuterated L-fucose, which is, to our knowledge, the first neutron structure of a carbohydrate-binding protein in complex with a fully deuterated carbohydrate ligand. A detailed structural analysis of the lectin-carbohydrate interactions provides information on the hydrogen bond network, the role of water molecules, and the extent of the CH-π stacking interactions between fucose and the aromatic amino acids in the binding site.
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Affiliation(s)
- Lukas Gajdos
- Life Sciences Group, Institut Laue-Langevin, 38000 Grenoble, France; Partnership for Structural Biology (PSB), 38000 Grenoble, France; Université Grenoble Alpes, CNRS, CERMAV, 38000 Grenoble, France
| | - Matthew P Blakeley
- Large Scale Structures Group, Institut Laue-Langevin, 38000 Grenoble, France
| | - Atul Kumar
- CEITEC, Masaryk University, 625 00 Brno, Czech Republic; NCBR, Faculty of Science, Masaryk University, 625 00 Brno, Czech Republic; Institute of Parasitology, Biology Centre of the Czech Academy of Sciences, České Budějovice, Czech Republic
| | - Michaela Wimmerová
- CEITEC, Masaryk University, 625 00 Brno, Czech Republic; NCBR, Faculty of Science, Masaryk University, 625 00 Brno, Czech Republic
| | - Michael Haertlein
- Life Sciences Group, Institut Laue-Langevin, 38000 Grenoble, France; Partnership for Structural Biology (PSB), 38000 Grenoble, France
| | - V Trevor Forsyth
- Life Sciences Group, Institut Laue-Langevin, 38000 Grenoble, France; Partnership for Structural Biology (PSB), 38000 Grenoble, France; Faculty of Natural Sciences, Keele University, ST5 5BG Staffordshire, UK
| | - Anne Imberty
- Université Grenoble Alpes, CNRS, CERMAV, 38000 Grenoble, France.
| | - Juliette M Devos
- Life Sciences Group, Institut Laue-Langevin, 38000 Grenoble, France; Partnership for Structural Biology (PSB), 38000 Grenoble, France.
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5
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Mishra SK, Yamaguchi Y, Higuchi M, Sahara N. Pick's Tau Fibril Shows Multiple Distinct PET Probe Binding Sites: Insights from Computational Modelling. Int J Mol Sci 2020; 22:E349. [PMID: 33396273 PMCID: PMC7796283 DOI: 10.3390/ijms22010349] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2020] [Revised: 12/27/2020] [Accepted: 12/27/2020] [Indexed: 01/08/2023] Open
Abstract
In recent years, it has been realized that the tau protein is a key player in multiple neurodegenerative diseases. Positron emission tomography (PET) radiotracers that bind to tau filaments in Alzheimer's disease (AD) are in common use, but PET tracers binding to tau filaments of rarer, age-related dementias, such as Pick's disease, have not been widely explored. To design disease-specific and tau-selective PET tracers, it is important to determine where and how PET tracers bind to tau filaments. In this paper, we present the first molecular modelling study on PET probe binding to the structured core of tau filaments from a patient with Pick's disease (TauPiD). We have used docking, molecular dynamics simulations, binding-affinity and tunnel calculations to explore TauPiD binding sites, binding modes, and binding energies of PET probes (AV-1451, MK-6240, PBB3, PM-PBB3, THK-5351 and PiB) with TauPiD. The probes bind to TauPiD at multiple surface binding sites as well as in a cavity binding site. The probes show unique surface binding patterns, and, out of them all, PM-PBB3 proves to bind the strongest. The findings suggest that our computational workflow of structural and dynamic details of the tau filaments has potential for the rational design of TauPiD specific PET tracers.
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Affiliation(s)
- Sushil K. Mishra
- Advance Glycoscience Research Cluster, National University of Ireland Galway, H91 W2TY Galway, Ireland;
| | - Yoshiki Yamaguchi
- Faculty of Pharmaceutical Sciences, Tohoku Medical and Pharmaceutical University, Sendai, Miyagi 981-8558, Japan
| | - Makoto Higuchi
- National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Chiba 263-8555, Japan;
| | - Naruhiko Sahara
- National Institute of Radiological Sciences, National Institutes for Quantum and Radiological Science and Technology, Chiba 263-8555, Japan;
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Cardoso Dos Santos M, Silva de Farias B, da Costa Cabrera D, Roberto Sant'Anna Cadaval Junior T, Antonio de Almeida Pinto L, Gonçalves Dal-Bó A, de Lima VR. Physico-chemical interactions of a new rod-coil-rod polymer with liposomal system: Approaches to applications in tryptophan-related therapies. Chem Phys Lipids 2020; 235:105027. [PMID: 33309553 DOI: 10.1016/j.chemphyslip.2020.105027] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2020] [Revised: 11/30/2020] [Accepted: 12/07/2020] [Indexed: 10/22/2022]
Abstract
This work describes the synthesis of the new supramolecular rod-coil-rod polymer, designated as cholesterol-PEO1000-tryptophan (Chl-PEO-Trp), as well as its effects on the physico-chemical properties of phosphatidylcholine (PC)-based liposomes. The molecular interactions between the Chl-PEO-Trp and PC were characterized by HATR-FTIR, DSC, NMR, DLS and zeta (ζ) potential techniques. The Chl-PEO-Trp polymer yield was 75 %. FTIR and DSC data showed that the motion of almost all PC groups was restricted by the polymer, and it promoted a decrease of the trans-gauche isomerization of the PC methylene, restricting the mobility of the hydrophobic region of the liposomes. NMR analyses indicated a Chl-PEO-Trp-induced restriction in the rotation of the PC phosphorus and a discreet increase of the hydrogen mobility of the choline. Despite this increase in the rotation of the choline, DLS and ζ-potential analyses suggested a reorientation of the choline group toward the system surface, which contributed, along with the other physico-chemical effects, to a globally packed membrane arrangement and reduced liposome size. Data described in this work were correlated to possible applications of the Chl-PEO-Trp in its free or PC liposome-loaded forms in the diagnosis and therapy of cancer, SARS caused by coronaviruses, and central nervous system-related diseases.
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Affiliation(s)
- Marinalva Cardoso Dos Santos
- Programa de Pós-Graduação em Química Tecnológica e Ambiental, Escola de Química e Alimentos, Universidade Federal do Rio Grande-FURG, Av. Itália km 8 Campus Carreiros, CEP 96201-900, Rio Grande, RS, Brazil
| | - Bruna Silva de Farias
- Programa de Pós-Graduação em Química Tecnológica e Ambiental, Escola de Química e Alimentos, Universidade Federal do Rio Grande-FURG, Av. Itália km 8 Campus Carreiros, CEP 96201-900, Rio Grande, RS, Brazil
| | - Diego da Costa Cabrera
- Programa de Pós-Graduação em Química Tecnológica e Ambiental, Escola de Química e Alimentos, Universidade Federal do Rio Grande-FURG, Av. Itália km 8 Campus Carreiros, CEP 96201-900, Rio Grande, RS, Brazil
| | - Tito Roberto Sant'Anna Cadaval Junior
- Programa de Pós-Graduação em Química Tecnológica e Ambiental, Escola de Química e Alimentos, Universidade Federal do Rio Grande-FURG, Av. Itália km 8 Campus Carreiros, CEP 96201-900, Rio Grande, RS, Brazil
| | - Luiz Antonio de Almeida Pinto
- Programa de Pós-Graduação em Química Tecnológica e Ambiental, Escola de Química e Alimentos, Universidade Federal do Rio Grande-FURG, Av. Itália km 8 Campus Carreiros, CEP 96201-900, Rio Grande, RS, Brazil
| | - Alexandre Gonçalves Dal-Bó
- Universidade do Extremo Sul Catarinense - UNESC, Av. Universitária 1105, CEP 88806-000, Criciúma, SC, Brazil
| | - Vânia Rodrigues de Lima
- Programa de Pós-Graduação em Química Tecnológica e Ambiental, Escola de Química e Alimentos, Universidade Federal do Rio Grande-FURG, Av. Itália km 8 Campus Carreiros, CEP 96201-900, Rio Grande, RS, Brazil.
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Houser J, Kozmon S, Mishra D, Hammerová Z, Wimmerová M, Koča J. The CH-π Interaction in Protein-Carbohydrate Binding: Bioinformatics and In Vitro Quantification. Chemistry 2020; 26:10769-10780. [PMID: 32208534 DOI: 10.1002/chem.202000593] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2020] [Revised: 03/18/2020] [Indexed: 12/16/2022]
Abstract
The molecular recognition of carbohydrates by proteins plays a key role in many biological processes including immune response, pathogen entry into a cell, and cell-cell adhesion (e.g., in cancer metastasis). Carbohydrates interact with proteins mainly through hydrogen bonding, metal-ion-mediated interaction, and non-polar dispersion interactions. The role of dispersion-driven CH-π interactions (stacking) in protein-carbohydrate recognition has been underestimated for a long time considering the polar interactions to be the main forces for saccharide interactions. However, over the last few years it turns out that non-polar interactions are equally important. In this study, we analyzed the CH-π interactions employing bioinformatics (data mining, structural analysis), several experimental (isothermal titration calorimetry (ITC), X-ray crystallography), and computational techniques. The Protein Data Bank (PDB) has been used as a source of structural data. The PDB contains over 12 000 protein complexes with carbohydrates. Stacking interactions are very frequently present in such complexes (about 39 % of identified structures). The calculations and the ITC measurement results suggest that the CH-π stacking contribution to the overall binding energy ranges from 4 up to 8 kcal mol-1 . All the results show that the stacking CH-π interactions in protein-carbohydrate complexes can be considered to be a driving force of the binding in such complexes.
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Affiliation(s)
- Josef Houser
- Central European Institute of Technology, Masaryk University, Kamenice 5, 62500, Brno, Czech Republic.,National Centre for Biomolecular Research, Faculty of Science, Masaryk University, Kotlářská 2, 61137, Brno, Czech Republic
| | - Stanislav Kozmon
- Central European Institute of Technology, Masaryk University, Kamenice 5, 62500, Brno, Czech Republic.,Institute of Chemistry, Slovak Academy of Sciences, Dúbravská cesta 9, 84538, Bratislava, Slovak Republic
| | - Deepti Mishra
- Central European Institute of Technology, Masaryk University, Kamenice 5, 62500, Brno, Czech Republic
| | - Zuzana Hammerová
- National Centre for Biomolecular Research, Faculty of Science, Masaryk University, Kotlářská 2, 61137, Brno, Czech Republic
| | - Michaela Wimmerová
- Central European Institute of Technology, Masaryk University, Kamenice 5, 62500, Brno, Czech Republic.,National Centre for Biomolecular Research, Faculty of Science, Masaryk University, Kotlářská 2, 61137, Brno, Czech Republic.,Department of Biochemistry, Faculty of Science, Masaryk University, Kotlářská 2, 611 37, Brno, Czech Republic
| | - Jaroslav Koča
- Central European Institute of Technology, Masaryk University, Kamenice 5, 62500, Brno, Czech Republic.,National Centre for Biomolecular Research, Faculty of Science, Masaryk University, Kotlářská 2, 61137, Brno, Czech Republic
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8
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Pokorná P, Krepl M, Bártová E, Šponer J. Role of Fine Structural Dynamics in Recognition of Histone H3 by HP1γ(CSD) Dimer and Ability of Force Fields to Describe Their Interaction Network. J Chem Theory Comput 2019; 15:5659-5673. [DOI: 10.1021/acs.jctc.9b00434] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Affiliation(s)
- Pavlína Pokorná
- Institute of Biophysics of the Czech Academy of Sciences, Královopolská 135, 612 65 Brno, Czech Republic
- National Centre for Biomolecular Research, Faculty of Science, Masaryk University, Kamenice 5, 625 00 Brno, Czech Republic
| | - Miroslav Krepl
- Institute of Biophysics of the Czech Academy of Sciences, Královopolská 135, 612 65 Brno, Czech Republic
| | - Eva Bártová
- Institute of Biophysics of the Czech Academy of Sciences, Královopolská 135, 612 65 Brno, Czech Republic
| | - Jiří Šponer
- Institute of Biophysics of the Czech Academy of Sciences, Královopolská 135, 612 65 Brno, Czech Republic
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9
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Wang M, Shen J, Herrera H, Singal A, Swindell C, Renquan L, Mehta A. Biomarker analysis of fucosylated kininogen through depletion of lectin reactive heterophilic antibodies in hepatocellular carcinoma. J Immunol Methods 2018; 462:59-64. [PMID: 30144410 PMCID: PMC6784319 DOI: 10.1016/j.jim.2018.08.010] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Revised: 08/20/2018] [Accepted: 08/20/2018] [Indexed: 02/08/2023]
Abstract
Hepatocellular carcinoma (HCC) accounts for >700,000 deaths worldwide, largely related to poor rates of diagnosis. Our previous work identified glycoproteins with increased levels of fucosylation in HCC. Plate-based assays to measure this change were compromised by increased levels of heterophilic antibodies with glycan lacking terminal galactose residues, which allowed for increased binding to the lectins used in these assays. To address this issue, we developed a multi-step protein A/G incubation and filtration method to remove the contaminating signal. However, this method was time consuming and expensive so alternative methods were desired. Herein, we describe a simple method relying on PEG precipitation that allows for the removal of IgG and IgM but retention of glycoproteins of interest. This method was tested on three sample sets, two internal and one external. PEG depletion of heterophilic IgG and IgM reduced in the coefficient of variation as observed with the protein A/G filtration method from 26.82% to 7.50% and allowed for the measurement of fucosylated protein. This method allowed for the measurement of fucosylated kininogen, which could serve as a biomarker of HCC. In conclusion, a new and simple method for the depletion of heterophilic IgG and IgM was developed and allowed for the analysis of fucosylated kininogen in patients with liver disease.
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Affiliation(s)
- Mengjun Wang
- Medical University of South Carolina, Department of Cell and Molecular Pharmacology, Basic Science Building Room 310, 173 Ashley Avenue, Charleston, SC 29425, United States
| | - Jiabin Shen
- Fudan University Shanghai Cancer Center, 138 Yixueyuan Rd, Xuhui Qu, Shanghai Shi, China
| | - Harmin Herrera
- Graduate School of Biomedical Sciences and Professional Studies, Drexel University College of Medicine, Microbiology and Immunology Graduate Program, 2900 Queen Lane, Philadelphia, PA 19129, USA
| | - Amit Singal
- Division of Digestive and Liver Diseases, University of Texas Southwestern, 5959 Harry Hines Blvd POB I Suite 420B, Dallas, TX 75201 - 8887, United States
| | - Charles Swindell
- Glycotest, Inc, 77 Water Street, Suite 817, New York, NY 10005, United States
| | - Lu Renquan
- Fudan University Shanghai Cancer Center, 138 Yixueyuan Rd, Xuhui Qu, Shanghai Shi, China.
| | - Anand Mehta
- Medical University of South Carolina, Department of Cell and Molecular Pharmacology, Basic Science Building Room 310, 173 Ashley Avenue, Charleston, SC 29425, United States.
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10
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West CA, Wang M, Herrera H, Liang H, Black A, Angel PM, Drake RR, Mehta AS. N-Linked Glycan Branching and Fucosylation Are Increased Directly in Hcc Tissue As Determined through in Situ Glycan Imaging. J Proteome Res 2018; 17:3454-3462. [PMID: 30110170 DOI: 10.1021/acs.jproteome.8b00323] [Citation(s) in RCA: 61] [Impact Index Per Article: 8.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Hepatocellular carcinoma (HCC) remains as the fifth most common cancer in the world and accounts for more than 700,000 deaths annually. Changes in serum glycosylation have long been associated with this cancer but the source of that material is unknown and direct glycan analysis of HCC tissues has been limited. Our laboratory previously developed a method of in situ tissue based N-linked glycan imaging that bypasses the need for microdissection and solubilization of tissue prior to analysis. We used this methodology in the analysis of 138 HCC tissue samples and compared the N-linked glycans in cancer tissue with either adjacent untransformed or tissue from patients with liver cirrhosis but no cancer. Ten glycans were found significantly elevated in HCC tissues as compared to cirrhotic or adjacent tissue. These glycans fell into two major classes, those with increased levels of fucosylation and those with increased levels of branching with or without any fucose modifications. In addition, increased levels of fucosylated glycoforms were associated with a reduction in survival time. This work supports the hypothesis that the increased levels of fucosylated N-linked glycans in HCC serum are produced directly from the cancer tissue.
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Affiliation(s)
- Connor A West
- Medical University of South Carolina , Department of Cell and Molecular Pharmacology , 173 Ashley Avenue BSB 358 , Charleston , South Carolina 29425 , United States
| | - Mengjun Wang
- Medical University of South Carolina , Department of Cell and Molecular Pharmacology , 173 Ashley Avenue BSB 358 , Charleston , South Carolina 29425 , United States
| | - Harmin Herrera
- Graduate School of Biomedical Sciences and Professional Studies, Drexel University College of Medicine , Department of Microbiology and Immunology , 2900 Queen Lane , Philadelphia , Pennsylvania 19129 , United States
| | - Hongyan Liang
- Medical University of South Carolina , Department of Cell and Molecular Pharmacology , 173 Ashley Avenue BSB 358 , Charleston , South Carolina 29425 , United States
| | - Alyson Black
- Medical University of South Carolina , Department of Cell and Molecular Pharmacology , 173 Ashley Avenue BSB 358 , Charleston , South Carolina 29425 , United States
| | - Peggi M Angel
- Medical University of South Carolina , Department of Cell and Molecular Pharmacology , 173 Ashley Avenue BSB 358 , Charleston , South Carolina 29425 , United States
| | - Richard R Drake
- Medical University of South Carolina , Department of Cell and Molecular Pharmacology , 173 Ashley Avenue BSB 358 , Charleston , South Carolina 29425 , United States
| | - Anand S Mehta
- Medical University of South Carolina , Department of Cell and Molecular Pharmacology , 173 Ashley Avenue BSB 358 , Charleston , South Carolina 29425 , United States
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Mishra SK, Koča J. Assessing the Performance of MM/PBSA, MM/GBSA, and QM-MM/GBSA Approaches on Protein/Carbohydrate Complexes: Effect of Implicit Solvent Models, QM Methods, and Entropic Contributions. J Phys Chem B 2018; 122:8113-8121. [PMID: 30084252 DOI: 10.1021/acs.jpcb.8b03655] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Rapid and accurate binding affinity prediction of protein-carbohydrate complexes is a major challenge in glycomimetics design. Among the existing computational techniques, end-point methods have received considerable interest because of their low computational cost. However, significant obstacles remain when such methods are applied to protein-glycan complexes. This article reports the performance of end-point free-energy calculation methods: molecular mechanics/Poisson-Boltzmann surface area (MM/PBSA), MM/generalized Born surface area (MM/GBSA), and quantum mechanics-MM/GBSA (QM-MM/GBSA) on monosaccharides bound to RSL lectin from Ralstonia solanacearum. A careful investigation of the molecular dynamics simulation length, van der Waals radii sets, GB models, QM Hamiltonians, and entropic compensation has been made, and the results are compared with the experimental binding free energies from isothermal titration calorimetry/surface plasmon resonance measurements. The binding free energies using implicit solvent methods are found to be sensitive to the simulation length, radii set, GB model, and QM Hamiltonian. A simulation length of 10 ns using the radii set mbondi provides the best agreement with the experimental values ( r2 = 0.96) by MM/PBSA. The GBHCT model is in accord with the experimental values in MM/GBSA ( r2 = 0.91) or in combination with parameterized model number 6 (PM6) ( r2 = 0.98) in QM-MM/GBSA. Out of 12 QM Hamiltonians tested, PM6, density functional theory-based tight binding (DFTB), and their variants proved to be more efficient than other semiempirical methods. These methods perform equally well in predicting both absolute and relative binding free energies.
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Affiliation(s)
- Sushil K Mishra
- Central European Institute of Technology (CEITEC), and National Centre for Biomolecular Research, Faculty of Science , Masaryk University , Kamenice-5, 625 00 Brno , Czech Republic
| | - Jaroslav Koča
- Central European Institute of Technology (CEITEC), and National Centre for Biomolecular Research, Faculty of Science , Masaryk University , Kamenice-5, 625 00 Brno , Czech Republic
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