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Zhang Z, Ma R, Xu Y, Chi L, Li Y, Mu G, Zhu X. Investigation of the Structure and Allergic Potential of Whey Protein by Both Heating Sterilization and Simulation with Molecular Dynamics. Foods 2022; 11:foods11244050. [PMID: 36553793 PMCID: PMC9778632 DOI: 10.3390/foods11244050] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 12/02/2022] [Accepted: 12/08/2022] [Indexed: 12/23/2022] Open
Abstract
As the main allergens in milk, whey proteins are heat-sensitive proteins and are widespread in dairy products and items in which milk proteins are involved as food additives. The present work sought to investigate the effect of heating sterilization on the allergenicity of α-lactalbumin (α-LA) and β-lactoglobulin (β-LG), the main composite and allergen in whey protein isolate (WPI), by combining molecular dynamics with experimental techniques for detecting the spatial structure and IgE binding capacity. The structure of WPI was basically destroyed at heat sterilization conditions of 95 °C for 5 min and 65 °C for 30 min by SDS-PAGE analysis and spectroscopic analysis. In addition, α-lactalbumin (α-LA) may be more sensitive to temperature, resulting in exposure to allergic epitopes and increasing the allergic potential, while the binding capacity of β-lactoglobulin (β-LG) to IgE was reduced under 65 °C for 30 min. By the radius of gyration (Rg) and root-mean-square deviation (RMSD) plots calculated in molecular dynamics simulations, α-LA was less structurally stable at 368 K, while β-LG remained stable at higher temperatures, indicating that α-LA was more thermally sensitive. In addition, we observed that the regions significantly affected by temperatures were associated with the capacity of allergic epitopes (α-LA 80-101 and β-LG 82-93, 105-121) to bind IgE through root-mean-standard fluctuation (RMSF) plots, which may influence the two major allergens. We inferred that these regions are susceptible to structural changes after sterilization, thus affecting the allergenicity of allergens.
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Affiliation(s)
- Zhao Zhang
- School of Food Science and Technology, Dalian Polytechnic University, Dalian 116034, China
| | - Ruida Ma
- School of Food Science and Technology, Dalian Polytechnic University, Dalian 116034, China
| | - Yunpeng Xu
- School of Food Science and Technology, Dalian Polytechnic University, Dalian 116034, China
| | - Lei Chi
- Dalian Women and Children Medical Center, Dalian 116012, China
| | - Yue Li
- Dalian Women and Children Medical Center, Dalian 116012, China
| | - Guangqing Mu
- School of Food Science and Technology, Dalian Polytechnic University, Dalian 116034, China
- Correspondence:
| | - Xuemei Zhu
- School of Food Science and Technology, Dalian Polytechnic University, Dalian 116034, China
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Santos SP, Lisboa AB, Silva FS, Tiwari S, Azevedo V, Cruz ÁA, Silva ES, Pinheiro CS, Alcantara-Neves NM, Pacheco LG. Rationally designed hypoallergenic mutant variants of the house dust mite allergen Der p 21. Biochim Biophys Acta Gen Subj 2022; 1866:130096. [DOI: 10.1016/j.bbagen.2022.130096] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 12/22/2021] [Accepted: 01/17/2022] [Indexed: 11/29/2022]
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3
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Hernandez-Ramirez G, Barber D, Tome-Amat J, Garrido-Arandia M, Diaz-Perales A. Alternaria as an Inducer of Allergic Sensitization. J Fungi (Basel) 2021; 7:jof7100838. [PMID: 34682259 PMCID: PMC8539034 DOI: 10.3390/jof7100838] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Revised: 10/01/2021] [Accepted: 10/04/2021] [Indexed: 01/02/2023] Open
Abstract
Alternaria alternata is a saprophytic mold whose spores are disseminated in warm dry air, the typical weather of the Mediterranean climate region (from 30° to 45°), with a peak during the late summer and early autumn. Alternaria spores are known to be biological contaminants and a potent source of aeroallergens. One consequence of human exposure to Alternaria is an increased risk of developing asthma, with Alt a 1 as its main elicitor and a marker of primary sensitization. Although the action mechanism needs further investigation, a key role of the epithelium in cytokine production, TLR-activated alveolar macrophages and innate lymphoid cells in the adaptive response was demonstrated. Furthermore, sensitization to A. alternata seems to be a trigger for the development of co-sensitization to other allergen sources and may act as an exacerbator of symptoms and an elicitor of food allergies. The prevalence of A. alternata allergy is increasing and has led to expanding research on the role of this fungal species in the induction of IgE-mediated respiratory diseases. Indeed, recent research has allowed new perspectives to be considered in the assessment of exposure and diagnosis of fungi-induced allergies, although more studies are needed for the standardization of immunotherapy formulations.
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Affiliation(s)
- Guadalupe Hernandez-Ramirez
- Centro de Biotecnología Y Genómica de Plantas (CBGP, UPM-INIA), Universidad Politécnica de Madrid (UPM), Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), 28223 Madrid, Spain; (G.H.-R.); (J.T.-A.); (M.G.-A.)
- Departamento de Biotecnología-Biología Vegetal, Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid (UPM), 28040 Madrid, Spain
| | - Domingo Barber
- Departamento de Ciencias Médicas Básicas, Facultad de Medicina, Instituto de Medicina Molecular Aplicada (IMMA), Universidad San Pablo CEU, CEU Universities, 28925 Madrid, Spain;
| | - Jaime Tome-Amat
- Centro de Biotecnología Y Genómica de Plantas (CBGP, UPM-INIA), Universidad Politécnica de Madrid (UPM), Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), 28223 Madrid, Spain; (G.H.-R.); (J.T.-A.); (M.G.-A.)
| | - Maria Garrido-Arandia
- Centro de Biotecnología Y Genómica de Plantas (CBGP, UPM-INIA), Universidad Politécnica de Madrid (UPM), Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), 28223 Madrid, Spain; (G.H.-R.); (J.T.-A.); (M.G.-A.)
- Departamento de Biotecnología-Biología Vegetal, Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid (UPM), 28040 Madrid, Spain
| | - Araceli Diaz-Perales
- Centro de Biotecnología Y Genómica de Plantas (CBGP, UPM-INIA), Universidad Politécnica de Madrid (UPM), Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), 28223 Madrid, Spain; (G.H.-R.); (J.T.-A.); (M.G.-A.)
- Departamento de Biotecnología-Biología Vegetal, Escuela Técnica Superior de Ingeniería Agronómica, Alimentaria y de Biosistemas, Universidad Politécnica de Madrid (UPM), 28040 Madrid, Spain
- Correspondence:
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Kamenik AS, Hofer F, Handle PH, Liedl KR. Dynamics Rationalize Proteolytic Susceptibility of the Major Birch Pollen Allergen Bet v 1. Front Mol Biosci 2020; 7:18. [PMID: 32154264 PMCID: PMC7045072 DOI: 10.3389/fmolb.2020.00018] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Accepted: 01/31/2020] [Indexed: 12/21/2022] Open
Abstract
Proteolytic susceptibility during endolysosomal degradation is decisive for allergic sensitization. In the major birch pollen allergen Bet v 1 most protease cleavage sites are located within its secondary structure elements, which are inherently inaccessible to proteases. The allergen thus must unfold locally, exposing the cleavage sites to become susceptible to proteolysis. Hence, allergen cleavage rates are presumed to be linked to their fold stability, i.e., unfolding probability. Yet, these locally unfolded structures have neither been captured in experiment nor simulation due to limitations in resolution and sampling time, respectively. Here, we perform classic and enhanced molecular dynamics (MD) simulations to quantify fold dynamics on extended timescales of Bet v 1a and two variants with higher and lower cleavage rates. Already at the nanosecond-timescale we observe a significantly higher flexibility for the destabilized variant compared to Bet v 1a and the proteolytically stabilized mutant. Estimating the thermodynamics and kinetics of local unfolding around an initial cleavage site, we find that the Bet v 1 variant with the highest cleavage rate also shows the highest probability for local unfolding. For the stabilized mutant on the other hand we only find minimal unfolding probability. These results strengthen the link between the conformational dynamics of allergen proteins and their stability during endolysosomal degradation. The presented approach further allows atomistic insights in the conformational ensemble of allergen proteins and provides probability estimates below experimental detection limits.
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Affiliation(s)
| | | | | | - Klaus R. Liedl
- Center for Molecular Biosciences Innsbruck, Institute of General, Inorganic and Theoretical Chemistry, University of Innsbruck, Innsbruck, Austria
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Rotondo F, Hong SG, Peever T, Pryor BM. Molecular diversity and allergenic profiles of Alternaria spp. from desert environments in Arizona. Fungal Biol 2017; 122:74-85. [PMID: 29248116 DOI: 10.1016/j.funbio.2017.10.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2017] [Revised: 10/12/2017] [Accepted: 10/23/2017] [Indexed: 12/13/2022]
Abstract
This study examined the genetic diversity of small-spored Alternaria species in the southwest desert of the USA by sampling 552 isolates from different habitats (soil and plant debris) in different locations (urban and an undisturbed desert). To estimate the genetic diversity, Amplified Fragment Length Polymorphism (AFLP) fingerprinting analysis was performed for all isolates. Strains representative of the sampled genotypic diversity (n = 125) were further characterized according their sporulation pattern and the capability to produce allergens. Morphological characterization assigned the majority of the strains to the Alternaria alternata and Alternaria tenuissima morpho-groups with only two isolates assigned to the Alternaria arborescens morpho-group. AFLP fingerprinting differentiated the A. arborescens morpho-groups, but could not distinguish between the A. alternata and A. tenuissima morpho-groups. Western blot analysis showed that a large number of allergenic proteins were produced by strains. These proteins were not specific for any morpho-group nor source of isolation. A hierarchical analysis of molecular variance was performed on the AFLP data to quantify molecular variation and partition this variation among sampled locations and habitat. No statistically significant differentiation among locations and habitat was detected indicating a lack of population structure across environments.
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Affiliation(s)
- Francesca Rotondo
- Department of Plant Pathology, The Ohio State University - OARDC, Wooster, OH 44691, USA; School of Plant Sciences, College of Agriculture, University of Arizona, Tucson, AZ 85721, USA
| | - Soon Gyu Hong
- Korea Polar Research Institute, Korea Polar Research Institute, Incheon 406-840, Republic of Korea; School of Plant Sciences, College of Agriculture, University of Arizona, Tucson, AZ 85721, USA
| | - Tobin Peever
- Department of Plant Pathology, Washington State University, Pullman, WA 99164, USA
| | - Barry M Pryor
- School of Plant Sciences, College of Agriculture, University of Arizona, Tucson, AZ 85721, USA.
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Cubells-Baeza N, Gómez-Casado C, Tordesillas L, Ramírez-Castillejo C, Garrido-Arandia M, González-Melendi P, Herrero M, Pacios LF, Díaz-Perales A. Identification of the ligand of Pru p 3, a peach LTP. PLANT MOLECULAR BIOLOGY 2017; 94:33-44. [PMID: 28299506 DOI: 10.1007/s11103-017-0590-z] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2016] [Accepted: 01/28/2017] [Indexed: 06/06/2023]
Abstract
Pru p 3, a peach LTP, is located in pollinated flower styles and secreting downy hairs, transporting a derivative of camptothecin bound to phytosphingosine. Pru p 3 may inhibit a second pollination and may keep away herbivores until seed maturation. The allergen Pru p 3, a peach lipid transfer protein, has been well studied. However, its physiological function remains to be elucidated. Our results showed that Pru p 3 usually carries a lipid ligand that play an essential role in its function in plants. Using ESI-qToF, we observed that the ligand was a derivative of camptothecin binding to phytosphingosine, wich that is inserted into the hydrophobic tunnel of the protein. In addition, the described ligand displayed topoisomerase I activity inhibition and self-fluorescence, both recognized as camptothecin properties. During flower development, the highest expression of Pru p 3 was detected in the styles of pollinated flowers, in contrast to its non-expression in unpollinated pistils, where expression decreased after anthesis. During ripening, the expression of Pru p 3 were observed mainly in peel but not in pulp. In this sense, Pru p 3 protein was also localized in trichomes covering the fruit epidermis.
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Affiliation(s)
- Nuria Cubells-Baeza
- Centre for Plant Biotechnology and Genomics (UPM-INIA), Campus de Montegancedo, 28223, Pozuelo de Alarcón, Madrid, Spain
- Department of Biotechnology-Plant Biology, ETSIAAB, Technical University of Madrid, Madrid, Spain
| | | | | | - Carmen Ramírez-Castillejo
- Centre for Plant Biotechnology and Genomics (UPM-INIA), Campus de Montegancedo, 28223, Pozuelo de Alarcón, Madrid, Spain
- Department of Biotechnology-Plant Biology, ETSIAAB, Technical University of Madrid, Madrid, Spain
| | - María Garrido-Arandia
- Centre for Plant Biotechnology and Genomics (UPM-INIA), Campus de Montegancedo, 28223, Pozuelo de Alarcón, Madrid, Spain
- Department of Biotechnology-Plant Biology, ETSIAAB, Technical University of Madrid, Madrid, Spain
| | - Pablo González-Melendi
- Centre for Plant Biotechnology and Genomics (UPM-INIA), Campus de Montegancedo, 28223, Pozuelo de Alarcón, Madrid, Spain
- Department of Biotechnology-Plant Biology, ETSIAAB, Technical University of Madrid, Madrid, Spain
| | - María Herrero
- Estación Experimental de Aula Dei (CSIC), Zaragoza, Spain
| | - Luis F Pacios
- Centre for Plant Biotechnology and Genomics (UPM-INIA), Campus de Montegancedo, 28223, Pozuelo de Alarcón, Madrid, Spain
- Department of Natural Systems and Resources, ETSI Montes, Technical University of Madrid, Madrid, Spain
| | - Araceli Díaz-Perales
- Centre for Plant Biotechnology and Genomics (UPM-INIA), Campus de Montegancedo, 28223, Pozuelo de Alarcón, Madrid, Spain.
- Department of Biotechnology-Plant Biology, ETSIAAB, Technical University of Madrid, Madrid, Spain.
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Hoard B, Jacobson B, Manavi K, Tapia L. Extending rule-based methods to model molecular geometry and 3D model resolution. BMC SYSTEMS BIOLOGY 2016; 10 Suppl 2:48. [PMID: 27490268 PMCID: PMC4977479 DOI: 10.1186/s12918-016-0294-z] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
BACKGROUND Computational modeling is an important tool for the study of complex biochemical processes associated with cell signaling networks. However, it is challenging to simulate processes that involve hundreds of large molecules due to the high computational cost of such simulations. Rule-based modeling is a method that can be used to simulate these processes with reasonably low computational cost, but traditional rule-based modeling approaches do not include details of molecular geometry. The incorporation of geometry into biochemical models can more accurately capture details of these processes, and may lead to insights into how geometry affects the products that form. Furthermore, geometric rule-based modeling can be used to complement other computational methods that explicitly represent molecular geometry in order to quantify binding site accessibility and steric effects. RESULTS We propose a novel implementation of rule-based modeling that encodes details of molecular geometry into the rules and binding rates. We demonstrate how rules are constructed according to the molecular curvature. We then perform a study of antigen-antibody aggregation using our proposed method. We simulate the binding of antibody complexes to binding regions of the shrimp allergen Pen a 1 using a previously developed 3D rigid-body Monte Carlo simulation, and we analyze the aggregate sizes. Then, using our novel approach, we optimize a rule-based model according to the geometry of the Pen a 1 molecule and the data from the Monte Carlo simulation. We use the distances between the binding regions of Pen a 1 to optimize the rules and binding rates. We perform this procedure for multiple conformations of Pen a 1 and analyze the impact of conformation and resolution on the optimal rule-based model. CONCLUSIONS We find that the optimized rule-based models provide information about the average steric hindrance between binding regions and the probability that antibodies will bind to these regions. These optimized models quantify the variation in aggregate size that results from differences in molecular geometry and from model resolution.
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Affiliation(s)
- Brittany Hoard
- Department of Computer Science, University of New Mexico, Albuquerque, 87131, New Mexico, USA
| | - Bruna Jacobson
- Department of Computer Science, University of New Mexico, Albuquerque, 87131, New Mexico, USA
| | - Kasra Manavi
- Department of Computer Science, University of New Mexico, Albuquerque, 87131, New Mexico, USA
| | - Lydia Tapia
- Department of Computer Science, University of New Mexico, Albuquerque, 87131, New Mexico, USA.
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Computational study of pH-dependent oligomerization and ligand binding in Alt a 1, a highly allergenic protein with a unique fold. J Comput Aided Mol Des 2016; 30:365-79. [DOI: 10.1007/s10822-016-9911-6] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2016] [Accepted: 04/09/2016] [Indexed: 10/21/2022]
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Gabriel MF, Postigo I, Tomaz CT, Martínez J. Alternaria alternata allergens: Markers of exposure, phylogeny and risk of fungi-induced respiratory allergy. ENVIRONMENT INTERNATIONAL 2016; 89-90:71-80. [PMID: 26826364 DOI: 10.1016/j.envint.2016.01.003] [Citation(s) in RCA: 88] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/03/2015] [Revised: 01/07/2016] [Accepted: 01/10/2016] [Indexed: 05/25/2023]
Abstract
Alternaria alternata spores are considered a well-known biological contaminant and a very common potent aeroallergen source that is found in environmental samples. The most intense exposure to A. alternata allergens is likely to occur outdoors; however, Alternaria and other allergenic fungi can colonize in indoor environments and thereby increase the fungal aeroallergen exposure levels. A consequence of human exposure to fungal aeroallergens, sensitization to A. alternata, has been unequivocally associated with increased asthma severity. Among allergenic proteins described in this fungal specie, the major allergen, Alt a 1, has been reported as the main elicitor of airborne allergies in patients affected by a mold allergy and considered a marker of primary sensitization to A. alternata. Moreover, A. alternata sensitization seems to be a triggering factor in the development of poly-sensitization, most likely because of the capability of A. alternata to produce, in addition to Alt a 1, a broad and complex array of cross-reactive allergens that present homologs in several other allergenic sources. The study and understanding of A. alternata allergen information may be the key to explaining why sensitization to A. alternata is a risk factor for asthma and also why the severity of asthma is associated to this mold. Compared to other common environmental allergenic sources, such as pollens and dust mites, fungi are reported to be neglected and underestimated. The rise of the A. alternata allergy has enabled more research into the role of this fungal specie and its allergenic components in the induction of IgE-mediated respiratory diseases. Indeed, recent research on the identification and characterization of A. alternata allergens has allowed for the consideration of new perspectives in the categorization of allergenic molds, assessment of exposure and diagnosis of fungi-induced allergies.
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Affiliation(s)
- Marta F Gabriel
- Department of Immunology, Microbiology and Parasitology, Faculty of Pharmacy and Laboratory of Parasitology and Allergy, Lascaray Research Centre, University of the Basque Country, Vitoria, Spain; Department of Chemistry and CICS-UBI - Health Sciences Research Centre, University of Beira Interior, Covilhã, Portugal
| | - Idoia Postigo
- Department of Immunology, Microbiology and Parasitology, Faculty of Pharmacy and Laboratory of Parasitology and Allergy, Lascaray Research Centre, University of the Basque Country, Vitoria, Spain
| | - Cândida T Tomaz
- Department of Chemistry and CICS-UBI - Health Sciences Research Centre, University of Beira Interior, Covilhã, Portugal
| | - Jorge Martínez
- Department of Immunology, Microbiology and Parasitology, Faculty of Pharmacy and Laboratory of Parasitology and Allergy, Lascaray Research Centre, University of the Basque Country, Vitoria, Spain.
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