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Wang YT, Liu HC, Chen HC, Lee YC, Tsai TC, Chen HL, Fan HC, Chen CM. Oral immunotherapy with the ingestion of house dust mite extract in a murine model of allergic asthma. Allergy Asthma Clin Immunol 2018; 14:43. [PMID: 30356799 PMCID: PMC6190578 DOI: 10.1186/s13223-018-0269-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2018] [Accepted: 05/23/2018] [Indexed: 12/12/2022] Open
Abstract
Background Allergen-specific immunotherapy (ASIT) has the potential to modify allergic diseases, and it is also considered a potential therapy for allergic asthma. House dust mite (HDM) allergens, a common source of airborne allergen in human diseases, have been developed as an immunotherapy for patients with allergic asthma via the subcutaneous and sublingual routes. Oral immunotherapy with repeated allergen ingestion is emerging as another potential modality of ASIT. The aim of this study was to evaluate the therapeutic efficacy of the oral ingestion of HDM extracts in a murine model of allergic asthma. Methods BABL/c mice were sensitized twice by intraperitoneal injection of HDM extracts and Al(OH)3 on day 1 and day 8. Then, the mice received challenge to induce airway inflammation by intratracheal instillation of HDM extracts on days 29–31. The treatment group received immunotherapy with oral HDM extracts ingestion before the challenge. All the mice were sacrificed on day 32 for bronchoalveolar inflammatory cytokines, mediastinal lymph node T cells, lung histology, and serum HDM-specific immunoglobulins analyses. Results Upon HDM sensitization and following challenge, a robust Th2 cell response and eosinophilic airway inflammation were observed in mice of the positive control group. The mice treated with HDM extracts ingestion had decreased eosinophilic airway inflammation, suppressed HDM-specific Th2 cell responses in the mediastinal lymph nodes, and attenuated serum HDM-specific IgE levels. Conclusions Oral immunotherapy with HDM extracts ingestion was demonstrated to have a partial therapeutic effect in the murine model of allergic asthma. This study may serve as the basis for the further development of oral immunotherapy with HDM extracts in allergic asthma.
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Affiliation(s)
- Yao-Tung Wang
- 1Division of Pulmonary Medicine, Department of Internal Medicine, Chung Shan Medical University Hospital, Taichung, Taiwan.,2School of Medicine, Chung Shan Medical University, Taichung, Taiwan
| | - Hsu-Chung Liu
- 2School of Medicine, Chung Shan Medical University, Taichung, Taiwan.,3Division of Chest Medicine, Department of Internal Medicine, Cheng Ching Hospital, Taichung, Taiwan.,4Department of Life Sciences, College of Life Sciences, National Chung Hsing University, No. 250, Kuo-Kuang Road, Taichung, 402 Taiwan
| | - Hui-Chen Chen
- 5Department of Microbiology and Immunology, School of Medicine, China Medical University, Taichung, Taiwan
| | - Yen-Ching Lee
- 4Department of Life Sciences, College of Life Sciences, National Chung Hsing University, No. 250, Kuo-Kuang Road, Taichung, 402 Taiwan
| | - Tung-Chou Tsai
- 4Department of Life Sciences, College of Life Sciences, National Chung Hsing University, No. 250, Kuo-Kuang Road, Taichung, 402 Taiwan
| | - Hsiao-Ling Chen
- Department of Bioresources, Da-Yeh University, Changhwa, Taiwan
| | - Hueng-Chuen Fan
- 7Department of Pediatrics, Tungs' Taichung Metroharbor Hospital, No. 699, Sec. 8, Taiwan Blvd., Wuchi, Taichung, 435 Taiwan.,8Department of Medical Research, Tungs' Taichung Metroharbor Hospital, No. 699, Sec. 8, Taiwan Blvd., Wuchi, Taichung, 435 Taiwan.,Department of Rehabilitation, Jen-Teh Junior College of Medicine, Nursing and Management, Miaoli, Taiwan
| | - Chuan-Mu Chen
- 4Department of Life Sciences, College of Life Sciences, National Chung Hsing University, No. 250, Kuo-Kuang Road, Taichung, 402 Taiwan.,10The iEGG and Animal Biotechnology Center, National Chung Hsing University, Taichung, Taiwan.,11Rong Hsing Research Center for Translational Medicine, National Chung Hsing University, Taichung, Taiwan
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2
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IgE and T-cell responses to house dust mite allergen components. Mol Immunol 2018; 100:120-125. [DOI: 10.1016/j.molimm.2018.03.016] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2017] [Accepted: 03/19/2018] [Indexed: 01/10/2023]
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3
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Abstract
Glaucoma topical treatments may cause mild to very severe damage to the ocular surface. Treatments induce both allergic and nonallergic inflammation, and the complex interaction between the two mechanisms varies according to the number of eyedrops used. Their toxicity is mainly associated with the preservatives used in the preparations, rather than the drugs themselves. The lower the exposure of an eye to preservatives, the less the inflammation at the ocular surface. Fixed combinations contain less preservative than the two component agents used separately, and are less likely to induce an inflammatory reaction. In addition, timolol seems to confer a protective effect against the toxicity of the preservative benzalkonium chloride.
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Affiliation(s)
- C. Baudouin
- Quinze-Vingts National Ophthalmology Hospital, Paris - France
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4
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Thomas WR. Hierarchy and molecular properties of house dust mite allergens. Allergol Int 2015; 64:304-11. [PMID: 26433526 DOI: 10.1016/j.alit.2015.05.004] [Citation(s) in RCA: 111] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2015] [Revised: 05/05/2015] [Accepted: 05/07/2015] [Indexed: 01/01/2023] Open
Abstract
The allergenic load of house dust mite allergy is largely constituted by a few proteins with a hierarchical pattern of allergenicity. The serodominant specificities are the group 1&2 and the group 23 faecal allergens. The collective IgE binding to the group 1&2 allergens can measure unequivocal HDM sensitisation better than HDM extracts although discrepancies have been found in regions with complex acarofauna suggesting a need to investigate the specificity with allergen components. The group 4, 5, 7&21 allergens that each induce responses in about 40% of subjects are mid-tier allergens accounting for most of the remaining IgE binding. Their titres are proportional to the concomitant responses to Der p1&2. Group 2 allergen variants have different antibody binding. Body proteins only occasionally induce sensitisation although a higher prevalence of binding by atopic dermatitis patients provides a new avenue of research. A broad spectrum of IgE binding has been associated with diverse symptoms but not with the severity of asthma which is associated with low IgG antibody. Some allergens such as the group 14 large lipid binding proteins and the recently described proteins Der f 24-33, need further investigation but with the cognoscence that other denominated allergens have been found to be minor sensitisers by comparative quantitative analyses. Scabies is a confounder for diagnosis with extracts, inducing cross-reactive antibodies with Der p 4&20 as is seafood allergy with cross reactivity to Der p 10 a minor HDM allergen. The HDM genome sequence can now be used to verify allelic and paralogous variations.
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Erban T, Hubert J. Two-dimensional gel proteomic analysis of Dermatophagoides farinae feces. EXPERIMENTAL & APPLIED ACAROLOGY 2015; 65:73-87. [PMID: 25100296 DOI: 10.1007/s10493-014-9848-1] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/10/2014] [Accepted: 07/24/2014] [Indexed: 06/03/2023]
Abstract
Dermatophagoides farinae fecal allergens are a major source of immunogens in home environments; however, as the source of mite fecal allergen is considered spent growth medium extract that can only mimic the pure fecal extract. In this study, we prepared and using proteomic methods analyzed a D. farinae fecal extract for the first time. The preparation approach used D. farinae feces that were produced within 8 weeks of initiating cultivation in minimized growth media. The feces were collected via adhesion to the tissue culture flask surfaces after removing the SGM and mites. This study contains in-depth proteomic mapping of the allergenic isoforms from the D. farinae fecal extract. Despite extensive analysis, MALDI TOF/TOF spectrometry showed that only six proteins/allergens, Der f1, Der f2, Der f3, Der f6, Der f15 and ferritin, originated from D. farinae. No other analyzed proteins were exactly assigned to Dermatophagoides or to similar invertebrate species by sequence similarity. The remaining proteins were assigned mostly to yeasts or cereals (originally dietary proteins); however, many of the proteins were not successfully identified in the current NCBInr. The numerous dietary proteins identified in the feces suggest that these proteins remained highly stable after passing through the gut. Isoforms of the allergens Der f1, Der f3 and Der f15 were identified in more MWs indicating the presence of zymogens and active-enzyme forms. The identified fecal allergens accumulate in the environment during the life of the mite and represent quantitatively greater amounts of mite immunogens than those that were missed in the 2D-E. The results contribute to our understanding of D. farinae digestive physiology with regard to the enzymes/proteins present in the feces.
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Affiliation(s)
- Tomas Erban
- Biologically Active Substances in Crop Protection, Laboratory of Proteomics, Crop Research Institute, Drnovska 507/73, 16106, Praha 6-Ruzyne, Czech Republic,
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Liukko ALK, Kinnunen TT, Rytkönen-Nissinen MA, Kailaanmäki AHT, Randell JT, Maillère B, Virtanen TI. Human CD4+ T cell responses to the dog major allergen Can f 1 and its human homologue tear lipocalin resemble each other. PLoS One 2014; 9:e98461. [PMID: 24875388 PMCID: PMC4038554 DOI: 10.1371/journal.pone.0098461] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2013] [Accepted: 05/03/2014] [Indexed: 01/21/2023] Open
Abstract
Lipocalin allergens form a notable group of proteins, as they contain most of the significant respiratory allergens from mammals. The basis for the allergenic capacity of allergens in the lipocalin family, that is, the development of T-helper type 2 immunity against them, is still unresolved. As immunogenicity has been proposed to be a decisive feature of allergens, the purpose of this work was to examine human CD4+ T cell responses to the major dog allergen Can f 1 and to compare them with those to its human homologue, tear lipocalin (TL). For this, specific T cell lines were induced in vitro from the peripheral blood mononuclear cells of Can f 1-allergic and healthy dog dust-exposed subjects with peptides containing the immunodominant T cell epitopes of Can f 1 and the corresponding TL peptides. We found that the frequency of Can f 1 and TL-specific T cells in both subject groups was low and close to each other, the difference being about two-fold. Importantly, we found that the proliferative responses of both Can f 1 and TL-specific T cell lines from allergic subjects were stronger than those from healthy subjects, but that the strength of the responses within the subject groups did not differ between these two antigens. Moreover, the phenotype of the Can f 1 and TL-specific T cell lines, determined by cytokine production and expression of cell surface markers, resembled each other. The HLA system appeared to have a minimal role in explaining the allergenicity of Can f 1, as the allergic and healthy subjects' HLA background did not differ, and HLA binding was very similar between Can f 1 and TL peptides. Along with existing data on lipocalin allergens, we conclude that strong antigenicity is not decisive for the allergenicity of Can f 1.
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Affiliation(s)
- Aino L. K. Liukko
- Department of Clinical Microbiology, Institute of Clinical Medicine and Biocenter Kuopio, University of Eastern Finland, Kuopio, Finland
| | - Tuure T. Kinnunen
- Department of Clinical Microbiology, Institute of Clinical Medicine and Biocenter Kuopio, University of Eastern Finland, Kuopio, Finland
| | - Marja A. Rytkönen-Nissinen
- Department of Clinical Microbiology, Institute of Clinical Medicine and Biocenter Kuopio, University of Eastern Finland, Kuopio, Finland
- Institute of Dentistry, School of Medicine, University of Eastern Finland, Kuopio, Finland
| | - Anssi H. T. Kailaanmäki
- Department of Clinical Microbiology, Institute of Clinical Medicine and Biocenter Kuopio, University of Eastern Finland, Kuopio, Finland
| | - Jukka T. Randell
- Department of Pulmonary Diseases, Kuopio University Hospital, Kuopio, Finland
| | - Bernard Maillère
- Commissariat à l'Energie Atomique, Institut de Biologie et de Technologies, Service d'Ingénierie Moléculaire des Protéines, Gif Sur Yvette, France
| | - Tuomas I. Virtanen
- Department of Clinical Microbiology, Institute of Clinical Medicine and Biocenter Kuopio, University of Eastern Finland, Kuopio, Finland
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7
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Abstract
As investigations into the innate immune responses that lead to allergic sensitization become better defined, there is a need to determine how allergens could interact with pattern recognition receptors that bind non-proteinaceous moieties. Many important allergens are not covalently bound to lipid or carbohydrate, but have structures belonging to lipid, glycan and glycolipid-binding families. These include ML-domain proteins, lipopolysaccharide-binding/cell permeability-increasing proteins, von Ebner gland lipocalins, salivary lipocalins/major urinary proteins, plant pathogenesis-related proteins PR-5 and -10, uteroglobins, non-specific lipid transfer proteins, large lipid transfer proteins and proteins with chitin and other carbohydrate-binding modules. The binding expected is overviewed with regard to importance of the allergens and their ability to elicit responses proposed from experimental models. The evidence compiled showing that allergens from the same source sensitize for different types of adaptive immune responses supports the concept that individual allergens within these sources have their own distinctive interactions with innate immunity.
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8
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Abstract
Activation of receptors of the innate immune system is a critical step in the initiation of immune responses. It has been shown that dominant allergens have properties that could allow them to interact with toll-like and C-type lectin receptors to favour Th2-biased responses and many bind lipids and glycans that could associate with ligands to mimic pathogen-associated microbial patterns. In accord with the proposed allergen-specific innate interactions it has been shown that the immune responses to different allergens and antigens from the same source are not necessarily coordinately regulated.
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Affiliation(s)
- W R Thomas
- Centre for Child Health Research, University of Western Australia, Telethon Institute for Child Health Research, Subiaco, Western Australia, Australia.
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9
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Effect of parasitosis on allergic sensitization in rats sensitized with ovalbumin: interaction between parasitosis and allergic sensitization. Adv Ther 2007; 24:1305-13. [PMID: 18165213 DOI: 10.1007/bf02877777] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Abstract
Some helminthic infections, especially nematode infections, may behave as allergens and induce allergic sensitization. In this study, the investigators explored whether infections with Syphacia muris and Aspiculuris tetraptera have any effect on the development of allergen-induced cytokine responses and serum total immunoglobulin E (IgE) levels in ovalbumin (OVA)-sensitized rats. Four groups of male Wistar rats were studied. OVA sensitization was generated in 2 groups of rats; the rats in 1 group were infected and those in the other group were not. On day 21 after sensitization, tumor necrosis factor-alpha, interleukin-10, and total IgE levels in serum samples of rats were measured by enzyme-linked immunosorbent assay. The results showed that average concentrations of tumor necrosis factor-a and interleukin-10 were significantly greater in the group of rats infected with parasites and sensitized to OVA compared with the group uninfected with parasites and sensitized to OVA (P=.043 and P=.046, respectively). Upon comparison of total IgE concentrations, the group of rats infected with parasites and given saline solution showed higher levels compared with the group uninfected with parasites and given saline (P=.004). In conclusion, the investigators were unable to show a protective effect of an existing parasitic infection against the development of allergic sensitization upon exposure to OVA.
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Thomas WR, Hales BJ. T and B cell responses to HDM allergens and antigens. Immunol Res 2007; 37:187-99. [PMID: 17873403 DOI: 10.1007/bf02697369] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/1999] [Revised: 11/30/1999] [Accepted: 11/30/1999] [Indexed: 10/22/2022]
Abstract
House dust mites provide well-characterized proteins to study human responses to inhaled antigens. Even in the absence of allergy they induce a high frequency of T cell precursors. The healthy response manifests by T cell proliferation and Th1 cytokines with little antibody. Responses of allergic people include Th1 and Th2 cytokines and IgE, IgG1, and IgG4 antibodies. Regulatory cells limit effector responses in healthy people. About half the IgE and IgG antibodies bind the group 1 and 2 allergens and 30% bind the group 4, 5, and 7 allergens. Although HLA independent, the recognition of the group 1 allergen shows an immunodominant region and a T cell receptor bias. The major allergens are not produced in higher amounts than many of the poorly non-allergenic proteins. The non-allergenic mite ferritin antigen shows high T cell proliferative responses with mixed cytokine production.
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Affiliation(s)
- Wayne R Thomas
- Centre for Child Health Research University of Western Australia, Telethon Institute for Child, Health Research, 100 Roberts Road, Subiaco, Western Australia, 6008, Australia.
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11
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Cho SW, Lee HN. Immune reactions and allergy in experimental anisakiasis. THE KOREAN JOURNAL OF PARASITOLOGY 2007; 44:271-83. [PMID: 17170569 PMCID: PMC2559135 DOI: 10.3347/kjp.2006.44.4.271] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
The third-stage larvae (L3) of the parasitic nematode, Anisakis simplex, have been implicated in the induction of hyperimmune allergic reactions in orally infected humans. In this work, we have conducted a review of an investigation into immune reactions occurring in animals experimentally infected with A. simplex L3. The patterns of serum antibody productions in the experimental animals against excretory-secretory products (ESP) of A. simplex L3 contributed to our current knowledge regarding specific humoral immune reactions in humans. In our review, we were able to determine that L3 infection of experimental animals may constitute a good model system for further exploration of immune mechanisms and allergy in anisakiasis of humans.
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Affiliation(s)
- Sung-Weon Cho
- Department of Parasitology, Korea University College of Medicine, Seoul, Korea.
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Kikuchi Y, Takai T, Kuhara T, Ota M, Kato T, Hatanaka H, Ichikawa S, Tokura T, Akiba H, Mitsuishi K, Ikeda S, Okumura K, Ogawa H. Crucial Commitment of Proteolytic Activity of a Purified Recombinant Major House Dust Mite Allergen Der p1 to Sensitization toward IgE and IgG Responses. THE JOURNAL OF IMMUNOLOGY 2006; 177:1609-17. [PMID: 16849469 DOI: 10.4049/jimmunol.177.3.1609] [Citation(s) in RCA: 91] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The major proteolytic allergen derived from the house dust mite Dermatophagoides pteronyssinus, Der p1, is one of the most clinically relevant allergens worldwide. In the present study, we evaluate the contribution of the proteolytic activity and structure of a highly purified rDer p 1 to immune responses. Mice were i.p. immunized with three forms of rDer p 1 adsorbed to Alum: one enzymatically active, one treated with an irreversible cysteine protease-specific inhibitor, E-64, and one heat denatured. Immunization with E-64-treated or heat-denatured rDer p 1 elicited much less production of serum total IgE and not only rDer p 1-specific IgE but also IgGs compared with immunization with active rDer p 1. Assays for Ab-binding and its inhibition and structural analyses indicated that E-64-treated rDer p 1 retained its global structure and conformational B cell epitopes. A proliferative response and production of IL-5 by spleen cells restimulated with rDer p 1 were observed on immunization with the active rDer p 1 but not E-64-treated rDer p 1. The cells from mice immunized with heat-denatured rDer p 1 exhibited the highest levels of proliferation and production of IL-5 and IFN-gamma. The results indicate that the proteolytic activity of the highly purified rDer p 1 crucially commits to the sensitization process, including both IgE and IgG responses. Additionally, we demonstrated immunogenic differences by functional or structural manipulations of the rDer p 1. The findings have implications for sensitization to this relevant allergen in humans and for the design of modified allergen-vaccines for future allergen-specific immunotherapy.
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Affiliation(s)
- Yuko Kikuchi
- Atopy (Allergy) Research Center, Juntendo University School of Medicine, Tokyo, Japan
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Abstract
Major allergens may have special aerobiological properties and allergenic structures. It would also be instructive to consider the properties of nonallergens and nonallergenic responses. In some cases, nonallergenic responses appear to result from a lack of antigenicity and in others from regulation. Proteolytic activity has been proposed as an adjuvant for allergenicity, but lipid binding is far more common and is found for more than 50% of the major allergens. Such structures can enhance allergenicity via Toll-like receptor (TLR) or CD1 pathways. TLR signaling can enhance both Th1 and Th2 responses and be induced by peptides as well as nonproteinaceous ligands.
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Affiliation(s)
- Wayne R Thomas
- Centre for Child Health Research, Telethon Institute for Child Health Research, The University of Western Australia, PO Box 855, West Perth, WA 6872, Australia.
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Abstract
Despite considerable advances in identifying the environmental agents that trigger allergy and the immunological mechanisms involved, progress in developing effective treatments remains frustratingly slow. Is it time to rethink some of the paradigms guiding this research?
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Affiliation(s)
- P G Holt
- Telethon Institute for Child Health Research, Centre for Child Health Research, The University of Western Australia, Perth, 6009, Western Australia.
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Fiers MWEJ, Kleter GA, Nijland H, Peijnenburg AACM, Nap JP, van Ham RCHJ. Allermatch, a webtool for the prediction of potential allergenicity according to current FAO/WHO Codex alimentarius guidelines. BMC Bioinformatics 2004; 5:133. [PMID: 15373946 PMCID: PMC522748 DOI: 10.1186/1471-2105-5-133] [Citation(s) in RCA: 94] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2004] [Accepted: 09/16/2004] [Indexed: 11/10/2022] Open
Abstract
Background Novel proteins entering the food chain, for example by genetic modification of plants, have to be tested for allergenicity. Allermatch™ is a webtool for the efficient and standardized prediction of potential allergenicity of proteins and peptides according to the current recommendations of the FAO/WHO Expert Consultation, as outlined in the Codex alimentarius. Description A query amino acid sequence is compared with all known allergenic proteins retrieved from the protein databases using a sliding window approach. This identifies stretches of 80 amino acids with more than 35% similarity or small identical stretches of at least six amino acids. The outcome of the analysis is presented in a concise format. The predictive performance of the FAO/WHO criteria is evaluated by screening sets of allergens and non-allergens against the Allermatch databases. Besides correct predictions, both methods are shown to generate false positive and false negative hits and the outcomes should therefore be combined with other methods of allergenicity assessment, as advised by the FAO/WHO. Conclusions Allermatch™ provides an accessible, efficient, and useful webtool for analysis of potential allergenicity of proteins introduced in genetically modified food prior to market release that complies with current FAO/WHO guidelines.
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Affiliation(s)
- Mark WEJ Fiers
- Applied Bioinformatics, Plant Research International, Wageningen University and Research Center, Wageningen, PO Box 16, 6700 AA, The Netherlands
| | - Gijs A Kleter
- RIKILT-Institute of Food Safety, Wageningen University and Research Center, Wageningen, PO Box 230, 6700 AE, The Netherlands
| | - Herman Nijland
- Applied Bioinformatics, Plant Research International, Wageningen University and Research Center, Wageningen, PO Box 16, 6700 AA, The Netherlands
| | - Ad ACM Peijnenburg
- RIKILT-Institute of Food Safety, Wageningen University and Research Center, Wageningen, PO Box 230, 6700 AE, The Netherlands
| | - Jan Peter Nap
- Applied Bioinformatics, Plant Research International, Wageningen University and Research Center, Wageningen, PO Box 16, 6700 AA, The Netherlands
| | - Roeland CHJ van Ham
- Applied Bioinformatics, Plant Research International, Wageningen University and Research Center, Wageningen, PO Box 16, 6700 AA, The Netherlands
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