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Jacquet A, Soh WT. Spatiotemporal proteolytic susceptibility of allergens: positive or negative effects on the allergic sensitization? FRONTIERS IN ALLERGY 2024; 5:1426816. [PMID: 39044859 PMCID: PMC11263110 DOI: 10.3389/falgy.2024.1426816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2024] [Accepted: 06/21/2024] [Indexed: 07/25/2024] Open
Abstract
From their expression in their respective allergenic source to their processing by antigen presenting cells, allergens continuously encounter proteases. The ability of allergens to resist to proteolysis by digestive enzymes or host-cell/microbial proteases is considered as an important property that influences their allergenic potential. However, the relationship between proteolytic stability and allergenicity is much more complex and depends on various factors, such as the protein structure dynamics, the exposure level, the route of sensitization, and their respective protease susceptibility. In this review, we summarize and discuss the current knowledge on several aspects of allergen proteolytic stability in different environments including the allergenic sources, routes of sensitization (skin, respiratory tract, gastrointestinal tract) and endolysosomal compartment of antigen-presenting cells. Proteolytic stability alone cannot represent a definitive criterion to allergenicity. The proteolytic susceptibility of allergens in processed extracts can affect allergy diagnosis and immunotherapy. Furthermore, the fine tuning of allergen stability during antigen processing can be exploited for the development of novel immunotherapeutic strategies.
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Affiliation(s)
- Alain Jacquet
- Department of Biochemistry, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand
| | - Wai Tuck Soh
- Research Group of Quantitative and Systems Biology, Max-Planck-Institute for Multidisciplinary Sciences, Göttingen, Germany
- Faculty of Applied Sciences, UCSI University, Kuala Lumpur, Malaysia
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2
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Zhang P, Xu J, Du B, Yang Q, Liu B, Xu J, Tong Z. Improved Classification Performance of Bacteria in Interference Using Raman and Fourier-Transform Infrared Spectroscopy Combined with Machine Learning. Molecules 2024; 29:2966. [PMID: 38998917 PMCID: PMC11242951 DOI: 10.3390/molecules29132966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Revised: 06/18/2024] [Accepted: 06/20/2024] [Indexed: 07/14/2024] Open
Abstract
The rapid and sensitive detection of pathogenic and suspicious bioaerosols are essential for public health protection. The impact of pollen on the identification of bacterial species by Raman and Fourier-Transform Infrared (FTIR) spectra cannot be overlooked. The spectral features of the fourteen class samples were preprocessed and extracted by machine learning algorithms to serve as input data for training purposes. The two types of spectral data were classified using classification models. The partial least squares discriminant analysis (PLS-DA) model achieved classification accuracies of 78.57% and 92.85%, respectively. The Raman spectral data were accurately classified by the support vector machine (SVM) algorithm, with a 100% accuracy rate. The two spectra and their fusion data were correctly classified with 100% accuracy by the random forest (RF) algorithm. The spectral processed algorithms investigated provide an efficient method for eliminating the impact of pollen interference.
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Affiliation(s)
| | | | | | | | | | | | - Zhaoyang Tong
- State Key Laboratory of NBC Protection for Civilian, Beijing 102205, China; (P.Z.); (J.X.); (B.D.); (Q.Y.); (B.L.); (J.X.)
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Bauer R, Dang HH, Neureiter D, Unger MS, Neuper T, Jensen M, Taliento AE, Strandt H, Gratz I, Weiss R, Sales A, Horejs-Hoeck J. NLRP3 promotes allergic responses to birch pollen extract in a model of intranasal sensitization. Front Immunol 2024; 15:1393819. [PMID: 38933263 PMCID: PMC11199694 DOI: 10.3389/fimmu.2024.1393819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/29/2024] [Accepted: 05/29/2024] [Indexed: 06/28/2024] Open
Abstract
Introduction & Objective Allergic sensitization is an essential step in the development of allergic airway inflammation to birch pollen (BP); however, this process remains to be fully elucidated. Recent scientific advances have highlighted the importance of the allergen context. In this regard, microbial patterns (PAMPs) present on BP have attracted increasing interest. As these PAMPs are recognized by specialized pattern recognition receptors (PRRs), this study aims at investigating the roles of intracellular PRRs and the inflammasome regulator NLRP3. Methods We established a physiologically relevant intranasal and adjuvant-free sensitization procedure to study BP-induced systemic and local lung inflammation. Results Strikingly, BP-sensitized Nlrp3-deficient mice showed significantly lower IgE levels, Th2-associated cytokines, cell infiltration into the lung, mucin production and epithelial thickening than their wild-type counterparts, which appears to be independent of inflammasome formation. Intriguingly, bone-marrow chimera revealed that expression of NLRP3 in the hematopoietic system is required to trigger an allergic response. Conclusion Overall, this study identifies NLRP3 as an important driver of BP-induced allergic immune responses.
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Affiliation(s)
- Renate Bauer
- Department of Biosciences and Medical Biology, Paris Lodron University of Salzburg, Salzburg, Austria
- Center for Tumor Biology and Immunology, Paris Lodron University of Salzburg, Salzburg, Austria
| | - Hieu-Hoa Dang
- Department of Biosciences and Medical Biology, Paris Lodron University of Salzburg, Salzburg, Austria
- Center for Tumor Biology and Immunology, Paris Lodron University of Salzburg, Salzburg, Austria
| | - Daniel Neureiter
- Institute of Pathology, Paracelsus Medical University/University Hospital Salzburg (SALK), Salzburg, Austria
| | - Michael Stefan Unger
- Department of Biosciences and Medical Biology, Paris Lodron University of Salzburg, Salzburg, Austria
- Center for Tumor Biology and Immunology, Paris Lodron University of Salzburg, Salzburg, Austria
| | - Theresa Neuper
- Department of Biosciences and Medical Biology, Paris Lodron University of Salzburg, Salzburg, Austria
- Center for Tumor Biology and Immunology, Paris Lodron University of Salzburg, Salzburg, Austria
| | - Melanie Jensen
- Department of Biosciences and Medical Biology, Paris Lodron University of Salzburg, Salzburg, Austria
- Center for Tumor Biology and Immunology, Paris Lodron University of Salzburg, Salzburg, Austria
| | - Alice Emma Taliento
- Department of Biosciences and Medical Biology, Paris Lodron University of Salzburg, Salzburg, Austria
- Center for Tumor Biology and Immunology, Paris Lodron University of Salzburg, Salzburg, Austria
- Division of Newborn Medicine, Department of Pediatrics, Massachusetts General Hospital, Boston, MA, United States
| | - Helen Strandt
- Department of Biosciences and Medical Biology, Paris Lodron University of Salzburg, Salzburg, Austria
- Center for Tumor Biology and Immunology, Paris Lodron University of Salzburg, Salzburg, Austria
- Department of Dermatology, Venerology and Allergology, Medical University of Innsbruck, Innsbruck, Austria
| | - Iris Gratz
- Department of Biosciences and Medical Biology, Paris Lodron University of Salzburg, Salzburg, Austria
- Center for Tumor Biology and Immunology, Paris Lodron University of Salzburg, Salzburg, Austria
| | - Richard Weiss
- Department of Biosciences and Medical Biology, Paris Lodron University of Salzburg, Salzburg, Austria
- Center for Tumor Biology and Immunology, Paris Lodron University of Salzburg, Salzburg, Austria
| | - Angelika Sales
- Department of Biosciences and Medical Biology, Paris Lodron University of Salzburg, Salzburg, Austria
- Center for Tumor Biology and Immunology, Paris Lodron University of Salzburg, Salzburg, Austria
| | - Jutta Horejs-Hoeck
- Department of Biosciences and Medical Biology, Paris Lodron University of Salzburg, Salzburg, Austria
- Center for Tumor Biology and Immunology, Paris Lodron University of Salzburg, Salzburg, Austria
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Wenger M, Grosse-Kathoefer S, Kraiem A, Pelamatti E, Nunes N, Pointner L, Aglas L. When the allergy alarm bells toll: The role of Toll-like receptors in allergic diseases and treatment. Front Mol Biosci 2023; 10:1204025. [PMID: 37426425 PMCID: PMC10325731 DOI: 10.3389/fmolb.2023.1204025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2023] [Accepted: 06/08/2023] [Indexed: 07/11/2023] Open
Abstract
Toll-like receptors of the human immune system are specialized pathogen detectors able to link innate and adaptive immune responses. TLR ligands include among others bacteria-, mycoplasma- or virus-derived compounds such as lipids, lipo- and glycoproteins and nucleic acids. Not only are genetic variations in TLR-related genes associated with the pathogenesis of allergic diseases, including asthma and allergic rhinitis, their expression also differs between allergic and non-allergic individuals. Due to a complex interplay of genes, environmental factors, and allergen sources the interpretation of TLRs involved in immunoglobulin E-mediated diseases remains challenging. Therefore, it is imperative to dissect the role of TLRs in allergies. In this review, we discuss i) the expression of TLRs in organs and cell types involved in the allergic immune response, ii) their involvement in modulating allergy-associated or -protective immune responses, and iii) how differential activation of TLRs by environmental factors, such as microbial, viral or air pollutant exposure, results in allergy development. However, we focus on iv) allergen sources interacting with TLRs, and v) how targeting TLRs could be employed in novel therapeutic strategies. Understanding the contributions of TLRs to allergy development allow the identification of knowledge gaps, provide guidance for ongoing research efforts, and built the foundation for future exploitation of TLRs in vaccine design.
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Raith M, Swoboda I. Birch pollen-The unpleasant herald of spring. FRONTIERS IN ALLERGY 2023; 4:1181675. [PMID: 37255542 PMCID: PMC10225653 DOI: 10.3389/falgy.2023.1181675] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2023] [Accepted: 04/24/2023] [Indexed: 06/01/2023] Open
Abstract
Type I respiratory allergies to birch pollen and pollen from related trees of the order Fagales are increasing in industrialized countries, especially in the temperate zone of the Northern hemisphere, but the reasons for this increase are still debated and seem to be multifaceted. While the most important allergenic molecules of birch pollen have been identified and characterized, the contribution of other pollen components, such as lipids, non-allergenic immunomodulatory proteins, or the pollen microbiome, to the development of allergic reactions are sparsely known. Furthermore, what also needs to be considered is that pollen is exposed to external influences which can alter its allergenicity. These external influences include environmental factors such as gaseous pollutants like ozone or nitrogen oxides or particulate air pollutants, but also meteorological events like changes in temperature, humidity, or precipitation. In this review, we look at the birch pollen from different angles and summarize current knowledge on internal and external influences that have an impact on the allergenicity of birch pollen and its interactions with the epithelial barrier. We focus on epithelial cells since these cells are the first line of defense in respiratory disease and are increasingly considered to be a regulatory tissue for the protection against the development of respiratory allergies.
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Sagona S, D’Onofrio C, Miragliotta V, Felicioli A. Detection and pH-Thermal Characterization of Proteinases Exclusive of Honeybee Worker-Fate Larvae ( Apis mellifera L.). Int J Mol Sci 2022; 23:ijms232415546. [PMID: 36555186 PMCID: PMC9779378 DOI: 10.3390/ijms232415546] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2022] [Revised: 11/26/2022] [Accepted: 12/06/2022] [Indexed: 12/14/2022] Open
Abstract
The occurrence of the honeybee caste polyphenism arises when a change in diet is transduced into cellular metabolic responses, resulting in a developmental shift mediated by gene expression. The aim of this investigation was to detect and describe the expression profile of water-soluble proteases during the ontogenesis of honeybee worker-fate larvae. The extraction of insect homogenates was followed by the electrophoretic separation of the protein extract in polyacrylamide gels under semi-denaturing condition, precast with gelatin, pollen, or royal jelly protein extracts. The worker-fate honeybee larva showed a proteolytic pattern that varied with aging, and a protease with the highest activity at 72 h after hatching was named PS4. PS4 has a molecular weight of 45 kDa, it remained active until cell sealing, and its enzymatic properties suggest a serine-proteinase nature. To define the process that originates a queen-fate larvae, royal jelly and pollen were analysed, but PS4 was not detected in either of them. The effect of food on the PS4 was investigated by mixing crude extracts of queen and worker-fate larvae with pollen and royal jelly, respectively. Only royal jelly inhibited PS4 in worker-fate larvae. Taken together, our data suggest that PS4 could be involved in caste differentiation.
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Affiliation(s)
- Simona Sagona
- Department of Veterinary Sciences, Pisa University, Viale delle Piagge 2, 56124 Pisa, Italy
- Department of Pharmacy, University of Pisa, Via Bonanno 6, 56126 Pisa, Italy
| | - Chiara D’Onofrio
- Department of Veterinary Sciences, Pisa University, Viale delle Piagge 2, 56124 Pisa, Italy
- Biosensor Technologies, Austrian Institute of Technology GmbH, Konrad-Lorenz Straße, 24, 3430 Tulln, Austria
| | - Vincenzo Miragliotta
- Department of Veterinary Sciences, Pisa University, Viale delle Piagge 2, 56124 Pisa, Italy
| | - Antonio Felicioli
- Department of Veterinary Sciences, Pisa University, Viale delle Piagge 2, 56124 Pisa, Italy
- Correspondence: ; Tel.: +39-050-221-6835
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de Souza TA, Carneiro AP, Narciso AS, Barros CP, Alves DA, Marson LB, Tunala T, de Alcântara TM, de Paiva Maia YC, Briza P, Ferreira F, Goulart LR. Eosinophilic esophagitis auxiliary diagnosis based on a peptide ligand to eosinophil cationic protein in esophageal mucus of pediatric patients. Sci Rep 2022; 12:12226. [PMID: 35851408 PMCID: PMC9289663 DOI: 10.1038/s41598-022-16293-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2021] [Accepted: 07/07/2022] [Indexed: 11/09/2022] Open
Abstract
Eosinophilic esophagitis (EoE) is a chronic inflammatory condition of the esophagus characterized by increased number of eosinophils. Currently, EoE diagnosis is based on endoscopic procedures for histopathological examination, eosinophils' counting and, often, in clinical practice, the challenge is the differentiation between EoE and gastroesophageal reflux disease (GERD). Our aim was to develop novel peptide ligand to Eosinophil cationic protein (ECP) present in EoE biopsies of patients with potential to be used for detection. We performed a comparative proteomic analysis using liquid chromatography-tandem mass spectrometry (LC-MS/MS) of esophageal biopsies from pediatric patients with eosinophilic esophagitis, gastroesophageal reflux disease and control individuals. Then, phage display technology was used to select peptides against specific up-regulated protein from EoE patients. Twelve phage clones were selected after three biopanning rounds, and the best phage clone reactivity was evaluated by phage-ELISA assay using esophageal mucus samples from 94 pediatric patients. Mass spectrometry showed that eosinophil cationic protein (ECP) was one of the most up-regulated proteins in EoE patients, which is an eosinophil granule protein usually deposited on tissues to mediate remodeling, but in excess may cause fibrosis and hypertrophy, especially in allergic responses. A highly reactive ECP-ligand peptide (E5) was able to distinguish reactive mucus of EoE patients from GERD and the control individuals by Phage-ELISA, achieving a sensitivity of 84.62%, and a specificity of 82.72%. This is the first study that successfully demonstrated an antibody-like peptide targeting ECP at the esophagus mucus as a useful auxilliary tool for EoE diagnosis with a significant association with atopic disorders and dysphagia.ClinicalTrials.gov no.: NCT03069573.
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Affiliation(s)
- Tafarel Andrade de Souza
- Laboratory of Nanobiotechnology Prof. Dr. Luiz Ricardo Goulart Filho, Institute of Biotechnology, Federal University of Uberlandia, Uberlandia, MG, Brazil.
| | - Ana Paula Carneiro
- Laboratory of Nanobiotechnology Prof. Dr. Luiz Ricardo Goulart Filho, Institute of Biotechnology, Federal University of Uberlandia, Uberlandia, MG, Brazil
| | - Andreia S Narciso
- Laboratory of Nanobiotechnology Prof. Dr. Luiz Ricardo Goulart Filho, Institute of Biotechnology, Federal University of Uberlandia, Uberlandia, MG, Brazil
| | - Cristina P Barros
- Pediatric Department, Federal University of Uberlandia, Uberlandia, MG, Brazil
| | - Douglas Alexsander Alves
- Laboratory of Nanobiotechnology Prof. Dr. Luiz Ricardo Goulart Filho, Institute of Biotechnology, Federal University of Uberlandia, Uberlandia, MG, Brazil
| | - Luciane B Marson
- Pediatric Department, Federal University of Uberlandia, Uberlandia, MG, Brazil
| | - Tatiane Tunala
- Pathology Laboratory, Clinical Hospital, Federal University of Uberlandia, Uberlandia, MG, Brazil
| | - Tânia M de Alcântara
- Pathology Laboratory, Clinical Hospital, Federal University of Uberlandia, Uberlandia, MG, Brazil
| | - Yara Cristina de Paiva Maia
- Laboratory of Nanobiotechnology Prof. Dr. Luiz Ricardo Goulart Filho, Institute of Biotechnology, Federal University of Uberlandia, Uberlandia, MG, Brazil.,Nutrition and Molecular Biology Research Goup, School of Medicine, Federal University of Uberlandia, Uberlandia, MG, Brazil
| | - Peter Briza
- Department of Biosciences, University of Salzburg, Salzburg, Austria
| | - Fatima Ferreira
- Department of Biosciences, University of Salzburg, Salzburg, Austria
| | - Luiz R Goulart
- Laboratory of Nanobiotechnology Prof. Dr. Luiz Ricardo Goulart Filho, Institute of Biotechnology, Federal University of Uberlandia, Uberlandia, MG, Brazil
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Guryanova SV, Finkina EI, Melnikova DN, Bogdanov IV, Bohle B, Ovchinnikova TV. How Do Pollen Allergens Sensitize? Front Mol Biosci 2022; 9:900533. [PMID: 35782860 PMCID: PMC9245541 DOI: 10.3389/fmolb.2022.900533] [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: 03/20/2022] [Accepted: 05/23/2022] [Indexed: 11/13/2022] Open
Abstract
Plant pollen is one of the main sources of allergens causing allergic diseases such as allergic rhinitis and asthma. Several allergens in plant pollen are panallergens which are also present in other allergen sources. As a result, sensitized individuals may also experience food allergies. The mechanism of sensitization and development of allergic inflammation is a consequence of the interaction of allergens with a large number of molecular factors that often are acting in a complex with other compounds, for example low-molecular-mass ligands, which contribute to the induction a type 2-driven response of immune system. In this review, special attention is paid not only to properties of allergens but also to an important role of their interaction with lipids and other hydrophobic molecules in pollen sensitization. The reactions of epithelial cells lining the nasal and bronchial mucosa and of other immunocompetent cells will also be considered, in particular the mechanisms of the activation of B and T lymphocytes and the formation of allergen-specific antibody responses.
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Affiliation(s)
- Svetlana V. Guryanova
- Science-Educational Center, M. M. Shemyakin & Yu. A. Ovchinnikov Institute of Bioorganic Chemistry, The Russian Academy of Sciences, Moscow, Russia
- Medical Institute, Peoples’ Friendship University of Russia, The Ministry of Science and Higher Education of the Russian Federation, Moscow, Russia
| | - Ekaterina I. Finkina
- Science-Educational Center, M. M. Shemyakin & Yu. A. Ovchinnikov Institute of Bioorganic Chemistry, The Russian Academy of Sciences, Moscow, Russia
| | - Daria N. Melnikova
- Science-Educational Center, M. M. Shemyakin & Yu. A. Ovchinnikov Institute of Bioorganic Chemistry, The Russian Academy of Sciences, Moscow, Russia
| | - Ivan V. Bogdanov
- Science-Educational Center, M. M. Shemyakin & Yu. A. Ovchinnikov Institute of Bioorganic Chemistry, The Russian Academy of Sciences, Moscow, Russia
| | - Barbara Bohle
- Department of Pathophysiology and Allergy Research, Center for Pathophysiology, Infectiology and Immunology, Medical University of Vienna, Vienna, Austria
| | - Tatiana V. Ovchinnikova
- Science-Educational Center, M. M. Shemyakin & Yu. A. Ovchinnikov Institute of Bioorganic Chemistry, The Russian Academy of Sciences, Moscow, Russia
- Department of Biotechnology, I.M. Sechenov First Moscow State Medical University (Sechenov University), Moscow, Russia
- *Correspondence: Tatiana V. Ovchinnikova,
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Guo W, Zhan X, Jiang F, Xi Y. Analysis of allergen components and identification of bioactivity of HSP70 in pollen of Populus deltoides. Proteome Sci 2021; 19:10. [PMID: 34479544 PMCID: PMC8417992 DOI: 10.1186/s12953-021-00178-8] [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: 05/19/2021] [Accepted: 08/04/2021] [Indexed: 11/25/2022] Open
Abstract
Background Allergies caused by pollen from Populus deltoides are common, but the allergic components are still unclear. Methods The total proteins in pollen of P. deltoides were analyzed by proteomics, and the potential allergens were identified via the WHO/IUIS database and the allergenOnline database retrieval. One target protein was screened by bioinformatics and expressed in Escherichia coli. The biological activity of the expressed product was verified by animal experiments. Results The total of 3929 proteins in pollen of P. deltoides were identified, and 46 potential allergens belonging to 10 protein families were recognized by database retrieval. B9N9W6 protein of Hsp70 family was screened by bioinformatics analysis and expressed successfully. ELISA showed that B9N9W6 can stimulate the immune system to produce specific IgE and promote the generation of IL-4. Flow cytometry showed that B9N9W6 can significantly stimulate the proliferation of CD4+ T cells and promote the polarization of Th2 cells. The pathological sections of mice lung tissues indicated that alveolar destruction was more severe in the B9N9W6 group than that of extract group, and there were more inflammatory cells infiltration, mucus exudation and bleeding. Conclusion B9N9W6 is an important antigenic substance in the pollen of P. deltoides. Due to the conserved structure of Hsp70 family, more attention should be paid to the possibility of sensitization when Hsp70 from any pathogenic species is administered. Supplementary Information The online version contains supplementary material available at 10.1186/s12953-021-00178-8.
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Affiliation(s)
- Wei Guo
- School of Ecology and Environment, Anhui Normal University, Wuhu, 241002, China.,Department of Parasitology, School of Basic Medicine, Wannan Medical College, Wuhu, 241002, China
| | - Xiaodong Zhan
- Department of Parasitology, School of Basic Medicine, Wannan Medical College, Wuhu, 241002, China
| | - Feng Jiang
- Department of Parasitology, School of Basic Medicine, Wannan Medical College, Wuhu, 241002, China
| | - Yilong Xi
- School of Ecology and Environment, Anhui Normal University, Wuhu, 241002, China.
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Pointner L, Kraiem A, Thaler M, Richter F, Wenger M, Bethanis A, Klotz M, Traidl-Hoffmann C, Gilles S, Aglas L. Birch Pollen Induces Toll-Like Receptor 4-Dependent Dendritic Cell Activation Favoring T Cell Responses. FRONTIERS IN ALLERGY 2021; 2:680937. [PMID: 35386993 PMCID: PMC8974861 DOI: 10.3389/falgy.2021.680937] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 07/15/2021] [Indexed: 12/12/2022] Open
Abstract
Seasonal exposure to birch pollen (BP) is a major cause of pollinosis. The specific role of Toll-like receptor 4 (TLR4) in BP-induced allergic inflammation and the identification of key factors in birch pollen extracts (BPE) initiating this process remain to be explored. This study aimed to examine (i) the importance of TLR4 for dendritic cell (DC) activation by BPE, (ii) the extent of the contribution of BPE-derived lipopolysaccharide (LPS) and other potential TLR4 adjuvant(s) in BPE, and (iii) the relevance of the TLR4-dependent activation of BPE-stimulated DCs in the initiation of an adaptive immune response. In vitro, activation of murine bone marrow-derived DCs (BMDCs) and human monocyte-derived DCs by BPE or the equivalent LPS (nLPS) was analyzed by flow cytometry. Polymyxin B (PMB), a TLR4 antagonist and TLR4-deficient BMDCs were used to investigate the TLR4 signaling in DC activation. The immunostimulatory activity of BPE was compared to protein-/lipid-depleted BPE-fractions. In co-cultures of BPE-pulsed BMDCs and Bet v 1-specific hybridoma T cells, the influence of the TLR4-dependent DC activation on T cell activation was analyzed. In vivo immunization of IL-4 reporter mice was conducted to study BPE-induced Th2 polarization upon PMB pre-treatment. Murine and human DC activation induced by either BPE or nLPS was inhibited by the TLR4 antagonist or by PMB, and abrogated in TLR4-deficient BMDCs compared to wild-type BMDCs. The lipid-free but not the protein-free fraction showed a reduced capacity to activate the TLR4 signaling and murine DCs. In human DCs, nLPS only partially reproduced the BPE-induced activation intensity. BPE-primed BMDCs efficiently stimulated T cell activation, which was repressed by the TLR4 antagonist or PMB, and the addition of nLPS to Bet v 1 did not reproduce the effect of BPE. In vivo, immunization with BPE induced a significant Th2 polarization, whereas administration of BPE pre-incubated with PMB showed a decreased tendency. These findings suggest that TLR4 is a major pathway by which BPE triggers DC activation that is involved in the initiation of adaptive immune responses. Further characterization of these BP-derived TLR4 adjuvants could provide new candidates for therapeutic strategies targeting specific mechanisms in BP-induced allergic inflammation.
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Affiliation(s)
- Lisa Pointner
- Department of Biosciences, University of Salzburg, Salzburg, Austria
| | - Amin Kraiem
- Department of Biosciences, University of Salzburg, Salzburg, Austria
| | - Michael Thaler
- Department of Biosciences, University of Salzburg, Salzburg, Austria
| | - Fabian Richter
- Department of Biosciences, University of Salzburg, Salzburg, Austria
| | - Mario Wenger
- Department of Biosciences, University of Salzburg, Salzburg, Austria
| | | | - Markus Klotz
- Department of Biosciences, University of Salzburg, Salzburg, Austria
| | - Claudia Traidl-Hoffmann
- Chair of Environmental Medicine, Faculty of Medicine, University of Augsburg, Augsburg, Germany
- Institute of Environmental Medicine, Helmholtz Zentrum München, Neuherberg, Germany
- Christine Kühne 96 Center for Allergy Research and Education (CK-CARE), Davos, Switzerland
| | - Stefanie Gilles
- Chair of Environmental Medicine, Faculty of Medicine, University of Augsburg, Augsburg, Germany
- Institute of Environmental Medicine, Helmholtz Zentrum München, Neuherberg, Germany
| | - Lorenz Aglas
- Department of Biosciences, University of Salzburg, Salzburg, Austria
- *Correspondence: Lorenz Aglas
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Darnhofer B, Tomin T, Liesinger L, Schittmayer M, Tomazic PV, Birner‐Gruenberger R. Comparative proteomics of common allergenic tree pollens of birch, alder, and hazel. Allergy 2021; 76:1743-1753. [PMID: 33301602 PMCID: PMC8248232 DOI: 10.1111/all.14694] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2020] [Revised: 10/26/2020] [Accepted: 11/14/2020] [Indexed: 12/30/2022]
Abstract
BACKGROUND In addition to known allergens, other proteins in pollen can aid the development of an immune response in allergic individuals. The contribution of the "unknown" protein allergens is apparent in phylogenetically related species where, despite of high homology of the lead allergens, the degree of allergenic potential can vary greatly. The aim of this study was to identify other potentially allergenic proteins in pollen of three common and highly related allergenic tree species: birch (Betula pendula), hazel (Corylus avellana) and alder (Alnus glutinosa). METHODS For that purpose, we carried out a comprehensive, comparative proteomic screening of the pollen from the three species. In order to maximize protein recovery and coverage, different protein extraction and isolation strategies during sample preparation were employed. RESULTS As a result, we report 2500-3000 identified proteins per each of the pollen species. Identified proteins were further used for a number of annotation steps, providing insight into differential distribution of peptidases, peptidase inhibitors and other potential allergenic proteins across the three species. Moreover, we carried out functional enrichment analyses that, interestingly, corroborated high species similarity in spite of their relatively distinct protein profiles. CONCLUSION We provide to our knowledge first insight into proteomes of two very important allergenic pollen types, hazel and alder, where not even transcriptomics data are available, and compared them to birch. Datasets from this study can be readily used as protein databases and as such serve as basis for further functional studies.
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Affiliation(s)
- Barbara Darnhofer
- Diagnostic and Research Institute of PathologyMedical University of GrazGrazAustria
- Omics Center GrazBiotechMed‐GrazGrazAustria
| | - Tamara Tomin
- Diagnostic and Research Institute of PathologyMedical University of GrazGrazAustria
- Omics Center GrazBiotechMed‐GrazGrazAustria
- Faculty of Technical ChemistryInstitute of Chemical Technologies and AnalyticsTechnische Universität Wien (TU Wien)ViennaAustria
| | - Laura Liesinger
- Diagnostic and Research Institute of PathologyMedical University of GrazGrazAustria
- Omics Center GrazBiotechMed‐GrazGrazAustria
| | - Matthias Schittmayer
- Diagnostic and Research Institute of PathologyMedical University of GrazGrazAustria
- Omics Center GrazBiotechMed‐GrazGrazAustria
- Faculty of Technical ChemistryInstitute of Chemical Technologies and AnalyticsTechnische Universität Wien (TU Wien)ViennaAustria
| | - Peter Valentin Tomazic
- Division of PhoniatricsDepartment of OtorhinolaryngologyMedical University of GrazGrazAustria
| | - Ruth Birner‐Gruenberger
- Diagnostic and Research Institute of PathologyMedical University of GrazGrazAustria
- Omics Center GrazBiotechMed‐GrazGrazAustria
- Faculty of Technical ChemistryInstitute of Chemical Technologies and AnalyticsTechnische Universität Wien (TU Wien)ViennaAustria
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12
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Pointner L, Bethanis A, Thaler M, Traidl-Hoffmann C, Gilles S, Ferreira F, Aglas L. Initiating pollen sensitization - complex source, complex mechanisms. Clin Transl Allergy 2020; 10:36. [PMID: 32884636 PMCID: PMC7461309 DOI: 10.1186/s13601-020-00341-y] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2020] [Revised: 07/27/2020] [Accepted: 08/12/2020] [Indexed: 12/14/2022] Open
Abstract
The mechanisms involved in the induction of allergic sensitization by pollen are not fully understood. Within the last few decades, findings from epidemiological and experimental studies support the notion that allergic sensitization is not only dependent on the genetics of the host and environmental factors, but also on intrinsic features of the allergenic source itself. In this review, we summarize the current concepts and newest advances in research focusing on the initial mechanisms inducing pollen sensitization. Pollen allergens are embedded in a complex and heterogeneous matrix composed of a myriad of bioactive molecules that are co-delivered during the allergic sensitization. Surprisingly, several purified allergens were shown to lack inherent sensitizing potential. Thus, growing evidence supports an essential role of pollen-derived components co-delivered with the allergens in the initiation of allergic sensitization. The pollen matrix, which is composed by intrinsic molecules (e.g. proteins, metabolites, lipids, carbohydrates) and extrinsic compounds (e.g. viruses, particles from air pollutants, pollen-linked microbiome), provide a specific context for the allergen and has been proposed as a determinant of Th2 polarization. In addition, the involvement of various pattern recognition receptors (PRRs), secreted alarmins, innate immune cells, and the dependency of DCs in driving pollen-induced Th2 inflammatory processes suggest that allergic sensitization to pollen most likely results from particular combinations of pollen-specific signals rather than from a common determinant of allergenicity. The exact identification and characterization of such pollen-derived Th2-polarizing molecules should provide mechanistic insights into Th2 polarization and pave the way for novel preventive and therapeutic strategies against pollen allergies.
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Affiliation(s)
- Lisa Pointner
- Department of Biosciences, University of Salzburg, Hellbrunnerstraße. 34, 5020 Salzburg, Austria
| | - Athanasios Bethanis
- Department of Biosciences, University of Salzburg, Hellbrunnerstraße. 34, 5020 Salzburg, Austria
| | - Michael Thaler
- Department of Biosciences, University of Salzburg, Hellbrunnerstraße. 34, 5020 Salzburg, Austria
| | - Claudia Traidl-Hoffmann
- Chair and Institute of Environmental Medicine, UNIKA-T, Technical University of Munich and Helmholtz Zentrum München, Augsburg, Germany
- Christine-Kühne-Center for Allergy Research and Education (CK-Care), Davos, Switzerland
| | - Stefanie Gilles
- Chair and Institute of Environmental Medicine, UNIKA-T, Technical University of Munich and Helmholtz Zentrum München, Augsburg, Germany
| | - Fatima Ferreira
- Department of Biosciences, University of Salzburg, Hellbrunnerstraße. 34, 5020 Salzburg, Austria
| | - Lorenz Aglas
- Department of Biosciences, University of Salzburg, Hellbrunnerstraße. 34, 5020 Salzburg, Austria
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13
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Rumbou A, Candresse T, Marais A, Svanella-Dumas L, Landgraf M, von Bargen S, Büttner C. Unravelling the virome in birch: RNA-Seq reveals a complex of known and novel viruses. PLoS One 2020; 15:e0221834. [PMID: 32589631 PMCID: PMC7319284 DOI: 10.1371/journal.pone.0221834] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2019] [Accepted: 06/10/2020] [Indexed: 12/22/2022] Open
Abstract
To unravel the virome in birch trees of German and Finnish origin exhibiting symptoms of birch leaf-roll disease (BRLD), high-throughput sequencing (HTS) was employed. In total five viruses, among which three were so far unknown, were detected by RNAseq. One to five virus variants were identified in the transcriptome of individual trees. The novel viruses were genetically—fully or partially—characterized, belonging to the genera Carlavirus, Idaeovirus and Capillovirus and are tentatively named birch carlavirus, birch idaeovirus, and birch capillovirus, respectively. The recently discovered birch leafroll-associated virus was systematically detected by HTS in symptomatic seedlings but not in symptomless ones. The new carlavirus was detected only in one of the three symptomatic seedlings. The novel putative Capillovirus was detected in all seedlings—irrespective of their BLRD status—while the Idaeovirus was identified in a plant without leaf symptoms at the time of sampling. Further efforts are needed to complete Koch’s postulates and to clarify the possible association of the detected viruses with the BLR disease. Our study elucidates the viral population in single birch seedlings and provides a comprehensive overview for the diversities of the viral communities they harbor, to date.
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Affiliation(s)
- Artemis Rumbou
- Albrecht Daniel Thaer-Institute, Faculty of Life Sciences, Humboldt-Universität zu Berlin, Berlin, Germany
- * E-mail:
| | - Thierry Candresse
- UMR 1332, Biologie du Fruit et Pathologie, INRA, Univ. Bordeaux, CS, Villenave d’Ornon, Bordeaux, France
| | - Armelle Marais
- UMR 1332, Biologie du Fruit et Pathologie, INRA, Univ. Bordeaux, CS, Villenave d’Ornon, Bordeaux, France
| | - Laurence Svanella-Dumas
- UMR 1332, Biologie du Fruit et Pathologie, INRA, Univ. Bordeaux, CS, Villenave d’Ornon, Bordeaux, France
| | - Maria Landgraf
- Albrecht Daniel Thaer-Institute, Faculty of Life Sciences, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Susanne von Bargen
- Albrecht Daniel Thaer-Institute, Faculty of Life Sciences, Humboldt-Universität zu Berlin, Berlin, Germany
| | - Carmen Büttner
- Albrecht Daniel Thaer-Institute, Faculty of Life Sciences, Humboldt-Universität zu Berlin, Berlin, Germany
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14
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Cabrera A, Randall TA, Ogburn RN, Mebrahtu B, Johnson JHR, Foo ACY, Fitzgerald MC, Mueller GA. Are allergens more abundant and/or more stable than other proteins in pollens and dust? Allergy 2020; 75:1267-1269. [PMID: 31749155 DOI: 10.1111/all.14121] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
| | - Thomas A. Randall
- Intramural Research Program National Institute of Environmental Health Sciences Durham NC USA
| | | | | | | | - Alexander C. Y. Foo
- Intramural Research Program National Institute of Environmental Health Sciences Durham NC USA
| | | | - Geoffrey A. Mueller
- Intramural Research Program National Institute of Environmental Health Sciences Durham NC USA
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15
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Soh WT, Aglas L, Mueller GA, Gilles S, Weiss R, Scheiblhofer S, Huber S, Scheidt T, Thompson PM, Briza P, London RE, Traidl‐Hoffmann C, Cabrele C, Brandstetter H, Ferreira F. Multiple roles of Bet v 1 ligands in allergen stabilization and modulation of endosomal protease activity. Allergy 2019; 74:2382-2393. [PMID: 31230350 PMCID: PMC6910946 DOI: 10.1111/all.13948] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2019] [Accepted: 04/30/2019] [Indexed: 12/21/2022]
Abstract
Background Over 100 million people worldwide suffer from birch pollen allergy. Bet v 1 has been identified as the major birch pollen allergen. However, the molecular mechanisms of birch allergic sensitization, including the roles of Bet v 1 and other components of the birch pollen extract, remain incompletely understood. Here, we examined how known birch pollen–derived molecules influence the endolysosomal processing of Bet v 1, thereby shaping its allergenicity. Methods We analyzed the biochemical and immunological interaction of ligands with Bet v 1. We then investigated the proteolytic processing of Bet v 1 by endosomal extracts in the presence and absence of ligands, followed by a detailed kinetic analysis of Bet v 1 processing by individual endolysosomal proteases as well as the T‐cell epitope presentation in BMDCs. Results We identified E1 phytoprostanes as novel Bet v 1 ligands. Pollen‐derived ligands enhanced the proteolytic resistance of Bet v 1, affecting degradation kinetics and preferential cleavage sites of the endolysosomal proteases cathepsin S and legumain. E1 phytoprostanes exhibited a dual role by stabilizing Bet v 1 and inhibiting cathepsin protease activity. Conclusion Bet v 1 can serve as a transporter of pollen‐derived, bioactive compounds. When carried to the endolysosome, such compounds can modulate the proteolytic activity, including its processing by cysteine cathepsins. We unveil a paradigm shift from an allergen‐centered view to a more systemic view that includes the host endolysosomal enzymes.
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Affiliation(s)
- Wai Tuck Soh
- Department of Biosciences University of Salzburg Salzburg Austria
| | - Lorenz Aglas
- Department of Biosciences University of Salzburg Salzburg Austria
| | - Geoffrey A. Mueller
- Department of Health and Human Services, Genome Integrity and Structural Biology Laboratory National Institute of Environmental Health Sciences, National Institutes of Health Research Triangle Park North Carolina
| | - Stefanie Gilles
- Institute of Environmental Medicine UNIKA‐T, Technical University Munich and Helmholtz Zentrum München Augsburg Germany
- Christine‐Kühne‐Center for Allergy Research and Education (CK CARE) Davos Switzerland
| | - Richard Weiss
- Department of Biosciences University of Salzburg Salzburg Austria
| | | | - Sara Huber
- Department of Biosciences University of Salzburg Salzburg Austria
| | - Tamara Scheidt
- Department of Biosciences University of Salzburg Salzburg Austria
| | - Peter M. Thompson
- Department of Health and Human Services, Genome Integrity and Structural Biology Laboratory National Institute of Environmental Health Sciences, National Institutes of Health Research Triangle Park North Carolina
| | - Peter Briza
- Department of Biosciences University of Salzburg Salzburg Austria
| | - Robert E. London
- Department of Health and Human Services, Genome Integrity and Structural Biology Laboratory National Institute of Environmental Health Sciences, National Institutes of Health Research Triangle Park North Carolina
| | - Claudia Traidl‐Hoffmann
- Institute of Environmental Medicine UNIKA‐T, Technical University Munich and Helmholtz Zentrum München Augsburg Germany
- Christine‐Kühne‐Center for Allergy Research and Education (CK CARE) Davos Switzerland
| | - Chiara Cabrele
- Department of Biosciences University of Salzburg Salzburg Austria
| | | | - Fatima Ferreira
- Department of Biosciences University of Salzburg Salzburg Austria
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16
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Allergen-specific IgE levels and the ability of IgE-allergen complexes to cross-link determine the extent of CD23-mediated T-cell activation. J Allergy Clin Immunol 2019; 145:958-967.e5. [PMID: 31775017 PMCID: PMC7104374 DOI: 10.1016/j.jaci.2019.11.019] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2019] [Revised: 10/15/2019] [Accepted: 11/08/2019] [Indexed: 12/19/2022]
Abstract
Background CD23 mediates IgE-facilitated allergen presentation and subsequent allergen-specific T-cell activation in allergic patients. Objective We sought to investigate key factors regulating IgE-facilitated allergen presentation through CD23 and subsequent T-cell activation. Methods To study T-cell activation by free allergens and different types of IgE–Bet v 1 complexes, we used a molecular model based on monoclonal human Bet v 1–specific IgE, monomeric and oligomeric Bet v 1 allergen, an MHC-matched CD23-expressing B-cell line, and a T-cell line expressing a human Bet v 1–specific T-cell receptor. The ability to cross-link Fcε receptors of complexes consisting of either IgE and monomeric Bet v 1 or IgE and oligomeric Bet v 1 was studied in human FcεRI-expressing basophils. T-cell proliferation by monomeric or oligomeric Bet v 1, which cross-links Fcε receptors to a different extent, was studied in allergic patients’ PBMCs with and without CD23-expressing B cells. Results In our model non–cross-linking IgE–Bet v 1 monomer complexes, as well as cross-linking IgE–Bet v 1 oligomer complexes, induced T-cell activation, which was dependent on the concentration of specific IgE. However, T-cell activation by cross-linking IgE–Bet v 1 oligomer complexes was approximately 125-fold more efficient. Relevant T-cell proliferation occurred in allergic patients’ PBMCs only in the presence of B cells, and its magnitude depended on the ability of IgE–Bet v 1 complexes to cross-link CD23. Conclusion The extent of CD23-mediated T-cell activation depends on the concentration of allergen-specific IgE and the cross-linking ability of IgE-allergen complexes.
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17
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Rey MD, Castillejo MÁ, Sánchez-Lucas R, Guerrero-Sanchez VM, López-Hidalgo C, Romero-Rodríguez C, Valero-Galván J, Sghaier-Hammami B, Simova-Stoilova L, Echevarría-Zomeño S, Jorge I, Gómez-Gálvez I, Papa ME, Carvalho K, Rodríguez de Francisco LE, Maldonado-Alconada AM, Valledor L, Jorrín-Novo JV. Proteomics, Holm Oak ( Quercus ilex L.) and Other Recalcitrant and Orphan Forest Tree Species: How do They See Each Other? Int J Mol Sci 2019; 20:ijms20030692. [PMID: 30736277 PMCID: PMC6386906 DOI: 10.3390/ijms20030692] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2019] [Revised: 01/28/2019] [Accepted: 01/30/2019] [Indexed: 02/07/2023] Open
Abstract
Proteomics has had a big impact on plant biology, considered as a valuable tool for several forest species, such as Quercus, Pines, Poplars, and Eucalyptus. This review assesses the potential and limitations of the proteomics approaches and is focused on Quercus ilex as a model species and other forest tree species. Proteomics has been used with Q. ilex since 2003 with the main aim of examining natural variability, developmental processes, and responses to biotic and abiotic stresses as in other species of the genus Quercus or Pinus. As with the progress in techniques in proteomics in other plant species, the research in Q. ilex moved from 2-DE based strategy to the latest gel-free shotgun workflows. Experimental design, protein extraction, mass spectrometric analysis, confidence levels of qualitative and quantitative proteomics data, and their interpretation are a true challenge with relation to forest tree species due to their extreme orphan and recalcitrant (non-orthodox) nature. Implementing a systems biology approach, it is time to validate proteomics data using complementary techniques and integrate it with the -omics and classical approaches. The full potential of the protein field in plant research is quite far from being entirely exploited. However, despite the methodological limitations present in proteomics, there is no doubt that this discipline has contributed to deeper knowledge of plant biology and, currently, is increasingly employed for translational purposes.
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Affiliation(s)
- María-Dolores Rey
- Department of Biochemistry and Molecular Biology, Agrifood Campus of International Excellence, University of Cordoba, Carretera Nacional IV, km 396, 14014 Córdoba, Spain.
| | - María Ángeles Castillejo
- Department of Biochemistry and Molecular Biology, Agrifood Campus of International Excellence, University of Cordoba, Carretera Nacional IV, km 396, 14014 Córdoba, Spain.
| | - Rosa Sánchez-Lucas
- Department of Biochemistry and Molecular Biology, Agrifood Campus of International Excellence, University of Cordoba, Carretera Nacional IV, km 396, 14014 Córdoba, Spain.
| | - Victor M Guerrero-Sanchez
- Department of Biochemistry and Molecular Biology, Agrifood Campus of International Excellence, University of Cordoba, Carretera Nacional IV, km 396, 14014 Córdoba, Spain.
| | - Cristina López-Hidalgo
- Department of Biochemistry and Molecular Biology, Agrifood Campus of International Excellence, University of Cordoba, Carretera Nacional IV, km 396, 14014 Córdoba, Spain.
| | - Cristina Romero-Rodríguez
- Departamento de Fitoquímica, Dirección de Investigación de la Facultad de Ciencias Químicas de la Universidad Nacional de Asunción, Asunción 1001-1925, Paraguay.
| | - José Valero-Galván
- Department of Chemical and Biological Science, Biomedicine Science Institute, Autonomous University of Ciudad Juárez, Anillo Envolvente del Pronaf y Estocolmo s/n, Ciudad Juarez 32310, Mexico.
| | - Besma Sghaier-Hammami
- Department of Biochemistry and Molecular Biology, Agrifood Campus of International Excellence, University of Cordoba, Carretera Nacional IV, km 396, 14014 Córdoba, Spain.
| | - Lyudmila Simova-Stoilova
- Plant Molecular Biology Department, Institute of Plant Physiology and Genetics, Bulgarian Academy of Sciences, Acad. G. Bonchev Str. Bl 21, 1113 Sofia, Bulgaria.
| | - Sira Echevarría-Zomeño
- Department of Biochemistry and Molecular Biology, Agrifood Campus of International Excellence, University of Cordoba, Carretera Nacional IV, km 396, 14014 Córdoba, Spain.
| | - Inmaculada Jorge
- Department of Vascular Biology and Inflammation (BVI), Spanish National Centre for Cardiovascular Research, Melchor Fernández Almagro 3, 28029 Madrid, Spain.
| | - Isabel Gómez-Gálvez
- Department of Biochemistry and Molecular Biology, Agrifood Campus of International Excellence, University of Cordoba, Carretera Nacional IV, km 396, 14014 Córdoba, Spain.
| | - María Eugenia Papa
- Department of Biochemistry and Molecular Biology, Agrifood Campus of International Excellence, University of Cordoba, Carretera Nacional IV, km 396, 14014 Córdoba, Spain.
| | - Kamilla Carvalho
- Department of Biochemistry and Molecular Biology, Agrifood Campus of International Excellence, University of Cordoba, Carretera Nacional IV, km 396, 14014 Córdoba, Spain.
| | | | - Ana María Maldonado-Alconada
- Department of Biochemistry and Molecular Biology, Agrifood Campus of International Excellence, University of Cordoba, Carretera Nacional IV, km 396, 14014 Córdoba, Spain.
| | - Luis Valledor
- Department of Organisms and Systems Biology and University Institute of Biotechnology (IUBA), University of Oviedo, Santiago Gascón Building, 2nd Floor (Office 2.9), 33006 Oviedo, Spain.
| | - Jesús V Jorrín-Novo
- Department of Biochemistry and Molecular Biology, Agrifood Campus of International Excellence, University of Cordoba, Carretera Nacional IV, km 396, 14014 Córdoba, Spain.
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Manirajan BA, Maisinger C, Ratering S, Rusch V, Schwiertz A, Cardinale M, Schnell S. Diversity, specificity, co-occurrence and hub taxa of the bacterial–fungal pollen microbiome. FEMS Microbiol Ecol 2018; 94:5033679. [DOI: 10.1093/femsec/fiy112] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2018] [Accepted: 05/31/2018] [Indexed: 01/05/2023] Open
Affiliation(s)
- Binoy Ambika Manirajan
- Institute of Applied Microbiology, Research Center for BioSystems, Land Use, and Nutrition (IFZ), Justus-Liebig-University Giessen, Giessen, Germany
| | - Corinna Maisinger
- Institute of Applied Microbiology, Research Center for BioSystems, Land Use, and Nutrition (IFZ), Justus-Liebig-University Giessen, Giessen, Germany
| | - Stefan Ratering
- Institute of Applied Microbiology, Research Center for BioSystems, Land Use, and Nutrition (IFZ), Justus-Liebig-University Giessen, Giessen, Germany
| | - Volker Rusch
- Institut für Integrative Biologie, Stiftung Old Herborn University, Herborn, Germany
| | - Andreas Schwiertz
- MVZ Institut für Mikroökologie GmbH, D-35745 Herborn, Auf den Lüppen 8, Germany,
| | - Massimiliano Cardinale
- Institute of Applied Microbiology, Research Center for BioSystems, Land Use, and Nutrition (IFZ), Justus-Liebig-University Giessen, Giessen, Germany
| | - Sylvia Schnell
- Institute of Applied Microbiology, Research Center for BioSystems, Land Use, and Nutrition (IFZ), Justus-Liebig-University Giessen, Giessen, Germany
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