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Smits M, Meijerink M, Le TM, Knulst A, de Jong A, Caspers MPM, Lima ES, Babé L, Ladics G, McClain S, Houben G, Verhoeckx K. Predicting the allergenicity of legume proteins using a PBMC gene expression assay. BMC Immunol 2021; 22:27. [PMID: 33849432 PMCID: PMC8042678 DOI: 10.1186/s12865-021-00415-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2020] [Accepted: 03/23/2021] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Food proteins differ in their allergenic potential. Currently, there is no predictive and validated bio-assay to evaluate the allergenicity of novel food proteins. The objective of this study was to investigate the potential of a human peripheral blood mononuclear cell (PBMC) gene expression assay to identify biomarkers to predict the allergenicity of legume proteins. RESULTS PBMCs from healthy donors were exposed to weakly and strongly allergenic legume proteins (2S albumins, and 7S and 11S globulins from white bean, soybean, peanut, pea and lupine) in three experiments. Possible biomarkers for allergenicity were investigated by exposing PBMCs to a protein pair of weakly (white bean) and strongly allergenic (soybean) 7S globulins in a pilot experiment. Gene expression was measured by RNA-sequencing and differentially expressed genes were selected as biomarkers. 153 genes were identified as having significantly different expression levels to the 7S globulin of white bean compared to soybean. Inclusion of multiple protein pairs from 2S albumins (lupine and peanut) and 7S globulins (white bean and soybean) in a larger study, led to the selection of CCL2, CCL7, and RASD2 as biomarkers to distinguish weakly from strongly allergenic proteins. The relevance of these three biomarkers was confirmed by qPCR when PBMCs were exposed to a larger panel of weakly and strongly allergenic legume proteins (2S albumins, and 7S and 11S globulins from white bean, soybean, peanut, pea and lupine). CONCLUSIONS The PBMC gene expression assay can potentially distinguish weakly from strongly allergenic legume proteins within a protein family, though it will be challenging to develop a generic method for all protein families from plant and animal sources. Graded responses within a protein family might be of more value in allergenicity prediction instead of a yes or no classification.
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Affiliation(s)
- Mark Smits
- Netherlands Organisation for Applied Scientific Research (TNO), Utrecht, The Netherlands
- Department of Dermatology and Allergology, University Medical Center Utrecht, Utrecht, The Netherlands
- Center of Translational Immunology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Marjolein Meijerink
- Netherlands Organisation for Applied Scientific Research (TNO), Utrecht, The Netherlands.
| | - Thuy-My Le
- Department of Dermatology and Allergology, University Medical Center Utrecht, Utrecht, The Netherlands
- Center of Translational Immunology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - André Knulst
- Department of Dermatology and Allergology, University Medical Center Utrecht, Utrecht, The Netherlands
- Center of Translational Immunology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Aard de Jong
- Netherlands Organisation for Applied Scientific Research (TNO), Utrecht, The Netherlands
| | | | - Everton Souto Lima
- Netherlands Organisation for Applied Scientific Research (TNO), Utrecht, The Netherlands
| | - Lilia Babé
- DuPont Nutrition and Biosciences, Palo Alto, CA, USA
| | | | - Scott McClain
- Formerly, Syngenta Crop Protection, LLC, 754 Research Triangle Park, Durham, USA
| | - Geert Houben
- Netherlands Organisation for Applied Scientific Research (TNO), Utrecht, The Netherlands
- Department of Dermatology and Allergology, University Medical Center Utrecht, Utrecht, The Netherlands
- Center of Translational Immunology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Kitty Verhoeckx
- Netherlands Organisation for Applied Scientific Research (TNO), Utrecht, The Netherlands
- Department of Dermatology and Allergology, University Medical Center Utrecht, Utrecht, The Netherlands
- Center of Translational Immunology, University Medical Center Utrecht, Utrecht, The Netherlands
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