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Kaczmarczyk R, Lasser T, Biedermann T, Ring J, Zink A. Revealing clinically relevant specific IgE sensitization patterns in Hymenoptera venom allergy with dimension reduction and clustering. World Allergy Organ J 2023; 16:100820. [PMID: 37822702 PMCID: PMC10562856 DOI: 10.1016/j.waojou.2023.100820] [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: 06/16/2023] [Revised: 09/05/2023] [Accepted: 09/11/2023] [Indexed: 10/13/2023] Open
Abstract
Background Immunoglobulin E (IgE) blood tests are used to detect sensitizations and potential allergies. Recent studies suggest that specific IgE sensitization patterns due to molecular interactions affect an individual's risk of developing allergic symptoms. Objective The aim of this study was to reveal specific IgE sensitization patterns and investigate their clinical implications in Hymenoptera venom allergy. Methods In this cross-sectional study, 257 hunters or fishers with self-filled surveys on previous Hymenoptera stings were analyzed. Blood samples were taken to determine Hymenoptera IgE sensitization levels. Using dimensionality reduction and clustering, specific IgE for 10 Hymenoptera venom allergens were evaluated for clinical relevance. Results Three clusters were unmasked using novel dimensionality reduction and clustering methods solely based on specific IgE levels to Hymenoptera venom allergens. These clusters show different characteristics regarding previous systemic reactions to Hymenoptera stings. Conclusion Our study was able to unmask non-linear sensitization patterns for specific IgE tests in Hymenoptera venom allergy. We were able to derive risk clusters for anaphylactic reactions following hymenoptera stings and pinpoint relevant allergens (rApi m 10, rVes v 1, whole bee, and wasp venom) for clustering.
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Affiliation(s)
- Robert Kaczmarczyk
- Technical University of Munich, School of Medicine, Department of Dermatology and Allergy, Munich, Germany
| | - Tobias Lasser
- Technical University of Munich, School of Computation, Information and Technology, Department of Informatics, Munich Institute of Biomedical Engineering, Munich, Germany
| | - Tilo Biedermann
- Technical University of Munich, School of Medicine, Department of Dermatology and Allergy, Munich, Germany
| | - Johannes Ring
- Technical University of Munich, School of Medicine, Department of Dermatology and Allergy, Munich, Germany
| | - Alexander Zink
- Technical University of Munich, School of Medicine, Department of Dermatology and Allergy, Munich, Germany
- Division of Dermatology and Venereology, Department of Medicine Solna, Karolinska Institutet, 17176, Stockholm, Sweden
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Toscano A, Ebo DG, Abbas K, Brucker H, Decuyper II, Naimi D, Nanda A, Nayak AP, Skypala IJ, Sussman G, Zeiger JS, Silvers WS. A review of cannabis allergy in the early days of legalization. Ann Allergy Asthma Immunol 2023; 130:288-295. [PMID: 36384984 PMCID: PMC9991982 DOI: 10.1016/j.anai.2022.10.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2022] [Revised: 10/18/2022] [Accepted: 10/19/2022] [Indexed: 11/07/2022]
Abstract
Cannabis allergy is a burgeoning field; consequently, research is still in its infancy and allergists' knowledge surrounding this topic is limited. As cannabis legalization expands across the world, it is anticipated that there will be an increase in cannabis use. Thus, we hypothesize that a concomitant rise in the incidence of allergy to this plant can be expected. Initiatives aimed at properly educating health care professionals are therefore necessary. This review presents the most up-to-date information on a broad range of topics related to cannabis allergy. Although the clinical features of cannabis allergy are becoming more well described and recognized, the tools available to make a correct diagnosis are meager and often poorly accessible. In addition, research on cannabis allergy is still taking its first steps, and new and potentially groundbreaking findings in this field are expected to occur in the next few years. Finally, although therapeutic approaches are being developed, patient and physician education regarding cannabis allergy is certainly needed.
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Affiliation(s)
- Alessandro Toscano
- Department of Immunology, Allergology, Rheumatology and the Infla-Med Centre of Excellence, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium; Immunology, Allergology, Rheumatology, Antwerp University Hospital, Antwerp, Belgium; Post-Graduate School of Allergology and Clinical Immunology, University of Milan, Milan, Italy.
| | - Didier G Ebo
- Department of Immunology, Allergology, Rheumatology and the Infla-Med Centre of Excellence, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium; Immunology, Allergology, Rheumatology, Antwerp University Hospital, Antwerp, Belgium; Department of Immunology and Allergology, AZ Jan Palfijn Gent, Ghent, Belgium
| | - Khaldon Abbas
- Faculty of Medicine, The University of British Columbia, Vancouver, British Columbia, Canada
| | | | - Ine I Decuyper
- Department of Pediatrics and the Infla-Med Centre of Excellence, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
| | - David Naimi
- Naval Hospital Camp Pendleton, Oceanside, California
| | - Anil Nanda
- Asthma and Allergy Center, Lewisville and Flower Mound, Dallas, Texas; Division of Allergy and Immunology, The University of Texas Southwestern Medical Center, Dallas, Texas
| | - Ajay P Nayak
- Thomas Jefferson University, Philadelphia, Pennsylvania
| | - Isabel J Skypala
- Royal Brompton & Harefield Hospitals, Guy's and St. Thomas' NHS Foundation Trust, London, United Kingdom
| | - Gordon Sussman
- Department of Medicine and Division of Clinical Immunology & Allergy, University of Toronto, Toronto, Ontario, Canada
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Toscano A, Elst J, van der Poorten ML, Beyens M, Heremans K, Decuyper II, Van Gasse AL, Mertens C, Van Houdt M, Hagendorens MM, Sabato V, Ebo DG. Establishing diagnostic strategies for cannabis allergy. Expert Rev Clin Immunol 2022; 18:1015-1022. [PMID: 35912836 DOI: 10.1080/1744666x.2022.2108791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
INTRODUCTION Cannabis is the most widely consumed illicit drug in the world and carries a risk of severe IgE-mediated allergic reactions, requiring appropriate diagnostic management. Currently available diagnostics are still relatively limited and require careful interpretation of results to avoid harmful over- and underdiagnosis. AREAS COVERED This review focuses on the most up-to-date understandings of cannabis allergy diagnosis, starting with the main clinical features of the disease and the allergenic characteristics of Cannabis sativa, and then providing insights into in vivo, in vitro, and ex vivo diagnostic tests. EXPERT OPINION At present, the diagnosis of IgE-mediated cannabis allergy is based on a three-step approach that starts with accurate history taking and ends with a confirmation of sensitization to the whole extract and, finally, molecular components. Although much has been discovered since its first description in 1971, the diagnosis of cannabis allergy still has many unmet needs. The lack of commercial standardized and validated extracts and in vitro assays makes a harmonized workup of cannabis allergy difficult. Furthermore, the epidemiological characteristics, and clinical implications of sensitization to different molecular components are not yet fully known. Future research will complete the picture and likely result in an individualized and standardized approach.
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Affiliation(s)
- Alessandro Toscano
- Department of Immunology, Allergology, Rheumatology and the Infla-Med Centre of Excellence, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium.,Immunology, Allergology, Rheumatology, Antwerp University Hospital, Antwerp, Belgium.,Post-Graduate School of Allergology and Clinical Immunology, University of Milan, Milan, Italy
| | - Jessy Elst
- Department of Immunology, Allergology, Rheumatology and the Infla-Med Centre of Excellence, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium.,Immunology, Allergology, Rheumatology, Antwerp University Hospital, Antwerp, Belgium
| | - Marie-Line van der Poorten
- Department of Immunology, Allergology, Rheumatology and the Infla-Med Centre of Excellence, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium.,Immunology, Allergology, Rheumatology, Antwerp University Hospital, Antwerp, Belgium.,Department of Pediatrics and the Infla-Med Centre of Excellence, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
| | - Michiel Beyens
- Department of Immunology, Allergology, Rheumatology and the Infla-Med Centre of Excellence, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium.,Immunology, Allergology, Rheumatology, Antwerp University Hospital, Antwerp, Belgium
| | - Kevin Heremans
- Department of Immunology, Allergology, Rheumatology and the Infla-Med Centre of Excellence, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium.,Immunology, Allergology, Rheumatology, Antwerp University Hospital, Antwerp, Belgium
| | - Ine I Decuyper
- Department of Immunology, Allergology, Rheumatology and the Infla-Med Centre of Excellence, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium.,Immunology, Allergology, Rheumatology, Antwerp University Hospital, Antwerp, Belgium.,Department of Pediatrics and the Infla-Med Centre of Excellence, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
| | - Athina L Van Gasse
- Department of Immunology, Allergology, Rheumatology and the Infla-Med Centre of Excellence, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium.,Immunology, Allergology, Rheumatology, Antwerp University Hospital, Antwerp, Belgium
| | - Christel Mertens
- Department of Immunology, Allergology, Rheumatology and the Infla-Med Centre of Excellence, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium.,Immunology, Allergology, Rheumatology, Antwerp University Hospital, Antwerp, Belgium
| | - Michel Van Houdt
- Department of Immunology, Allergology, Rheumatology and the Infla-Med Centre of Excellence, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium.,Immunology, Allergology, Rheumatology, Antwerp University Hospital, Antwerp, Belgium
| | - Margo M Hagendorens
- Department of Immunology, Allergology, Rheumatology and the Infla-Med Centre of Excellence, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium.,Immunology, Allergology, Rheumatology, Antwerp University Hospital, Antwerp, Belgium.,Department of Pediatrics and the Infla-Med Centre of Excellence, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium
| | - Vito Sabato
- Department of Immunology, Allergology, Rheumatology and the Infla-Med Centre of Excellence, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium.,Immunology, Allergology, Rheumatology, Antwerp University Hospital, Antwerp, Belgium.,Department of Immunology and Allergology, AZ Jan Palfijn Gent, Ghent, Belgium
| | - Didier G Ebo
- Department of Immunology, Allergology, Rheumatology and the Infla-Med Centre of Excellence, Faculty of Medicine and Health Sciences, University of Antwerp, Antwerp, Belgium.,Immunology, Allergology, Rheumatology, Antwerp University Hospital, Antwerp, Belgium.,Department of Immunology and Allergology, AZ Jan Palfijn Gent, Ghent, Belgium
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Skypala IJ, Jeimy S, Brucker H, Nayak AP, Decuyper II, Bernstein JA, Connors L, Kanani A, Klimek L, Lo SCR, Murphy KR, Nanda A, Poole JA, Walusiak-Skorupa J, Sussman G, Zeiger JS, Goodman RE, Ellis AK, Silvers WS, Ebo DG. Cannabis-related allergies: An international overview and consensus recommendations. Allergy 2022; 77:2038-2052. [PMID: 35102560 PMCID: PMC9871863 DOI: 10.1111/all.15237] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Revised: 01/10/2022] [Accepted: 01/23/2022] [Indexed: 01/26/2023]
Abstract
Cannabis is the most widely used recreational drug in the world. Cannabis sativa and Cannabis indica have been selectively bred to develop their psychoactive properties. The increasing use in many countries has been accelerated by the COVID-19 pandemic. Cannabis can provoke both type 1 and type 4 allergic reactions. Officially recognized allergens include a pathogenesis-related class 10 allergen, profilin, and a nonspecific lipid transfer protein. Other allergens may also be relevant, and recognition of allergens may vary between countries and continents. Cannabis also has the potential to provoke allergic cross-reactions to plant foods. Since cannabis is an illegal substance in many countries, research has been hampered, leading to challenges in diagnosis since no commercial extracts are available for testing. Even in countries such as Canada, where cannabis is legalized, diagnosis may rely solely on the purchase of cannabis for prick-to-prick skin tests. Management consists of avoidance, with legal issues hindering the development of other treatments such as immunotherapy. Education of healthcare professionals is similarly lacking. This review aimed to summarize the current status of cannabis allergy and proposes recommendations for the future management of this global issue.
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Affiliation(s)
- Isabel J. Skypala
- Department of Allergy & Clinical Immunology, Royal Brompton & Harefield Hospitals, and Imperial College, London, UK
| | - Samira Jeimy
- Division of Clinical Immunology and Allergy, Department of Medicine, Western University, London, Ontario, Canada
| | | | - Ajay P. Nayak
- Center for Translational Medicine and Division of Pulmonary Allergy and Critical Care Medicine, Department of Medicine, Jane and Leonard Korman Respiratory Institute, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Ine I. Decuyper
- Department of Pediatrics, Faculty of Medicine and Health Sciences, University Hospital of Antwerp, University of Antwerp, Antwerp, Belgium
| | - Jonathan A. Bernstein
- Division of Immunology/Allergy Section, Department of Internal Medicine, University of Cincinnati College of Medicine and Bernstein Allergy Group; Bernstein Clinical Research Center, Cincinnati, Ohio, USA
| | - Lori Connors
- Department of Medicine, Dalhousie University, Halifax, Nova Scotia, Canada
| | - Amin Kanani
- Division of Allergy and Immunology, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Ludger Klimek
- Center for Rhinology and Allergy, Wiesbaden, Germany
| | - Shun Chi Ryan Lo
- Division of Allergy and Immunology, Department of Medicine, University of British Columbia, Vancouver, British Columbia, Canada
| | - Kevin R. Murphy
- Division of Allergy, Asthma and Pediatric Pulmonology, Department of Pediatrics, Boys Town National Research Hospital, Omaha, Nebraska, USA
| | - Anil Nanda
- Asthma and Allergy Center, Lewisville and Flower Mound, Dallas, Texas, USA,Division of Allergy and Immunology, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Jill. A. Poole
- Division of Allergy and Immunology, Department of Medicine, University of Nebraska Medical Center, Omaha, Nebraska, USA
| | - Jolanta Walusiak-Skorupa
- Department of Occupational Medicine and Environmental Health, Nofer Institute of Occupational Medicine, Lodz, Poland
| | - Gordon Sussman
- Department of Medicine and Division of Clinical Immunology & Allergy, University of Toronto, Toronto, Ontario, Canada
| | | | - Richard E. Goodman
- Food Allergy Research and Resource Program, University of Nebraska-Lincoln, Lincoln, Nebraska, USA
| | - Anne K. Ellis
- Division of Allergy & Immunology, Department of Medicine, Queen's University, Kingston, Ontario, Canada
| | - William S. Silvers
- Division of Allergy Clinical Immunology, University of Colorado School of Medicine, Aurora, Colorado, USA
| | - Didier G. Ebo
- Faculty of Medicine and Health Sciences, Department of Immunology, Allergology, Rheumatology and the Infla-Med Centre of Excellence, University of Antwerp, Antwerp, Belgium,Department of Immunology, Allergology, Rheumatology, Antwerp University Hospital, Antwerp, Belgium,Department of Immunology and Allergology, AZ Jan Palfijn Gent, Ghent, Belgium
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