1
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Cubero-Leon E, Madsen CB, Scherf KA, Colgrave ML, Nørgaard JV, Anthoni M, Rizou K, Walker MJ, Sollid LM. Barley based gluten free beer - A blessing or an uncontrollable risk? Food Chem Toxicol 2024; 193:115019. [PMID: 39307344 PMCID: PMC11581983 DOI: 10.1016/j.fct.2024.115019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2024] [Revised: 09/12/2024] [Accepted: 09/19/2024] [Indexed: 09/28/2024]
Abstract
Recent reports have highlighted that beer labelled "gluten-free", crafted with enzymatic treatments to remove gluten, may contain polypeptides that could be immunotoxic to individuals with coeliac disease. As strict adherence to a gluten-free diet is the only way to manage this condition, accurate labelling is crucial to those with coeliac disease. This paper aims to discuss the presence, levels and immunogenicity of gluten peptides found in gluten-reduced barley beers. While advances have been made in the detection and quantification of gluten peptides in beer, there are still challenges to the interpretation of gluten measurements as well as to assess whether peptides are immunotoxic in vivo. To make progress, future efforts should involve a combination of in vivo toxicity assessment of the degraded proteins, development of standardised gluten-free production strategies to minimise variability in gluten fragment presence, guidance on how to control the outcome as well as to develop appropriate reference materials and calibrators.
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Affiliation(s)
| | - Charlotte B Madsen
- National Food Institute, Technical University of Denmark, Lyngby, Denmark
| | - Katharina A Scherf
- Leibniz Institute for Food Systems Biology at the Technical University of Munich, Freising, Germany; Technical University of Munich, TUM School of Life Sciences, Professorship of Food Biopolymer Systems, Freising, Germany
| | | | | | - Minna Anthoni
- Finnish Food Authority, Mustialankatu 3, 00790, Helsinki, Finland
| | - Katerina Rizou
- General Chemical State Laboratory (GCSL), Athens, Greece
| | - Michael J Walker
- Institute for Global Food Security, The Queen's University of Belfast, Belfast, BT9 5HN, Northern Ireland, UK
| | - Ludvig M Sollid
- Norwegian Coeliac Disease Research Centre, Institute of Clinical Medicine, University of Oslo, Norway and Department of Immunology, Oslo, University Hospital - Rikshospitalet, Oslo, Norway
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2
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Bahmani M, Juhász A, Bose U, Nye-Wood MG, Blundell M, Howitt CA, Colgrave ML. From grain to malt: Tracking changes of ultra-low-gluten barley storage proteins after malting. Food Chem 2024; 432:137189. [PMID: 37619393 DOI: 10.1016/j.foodchem.2023.137189] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2023] [Revised: 07/25/2023] [Accepted: 08/16/2023] [Indexed: 08/26/2023]
Abstract
Barley (Hordeum vulgare L.) is a major cereal crop produced globally. Hordeins, the major storage proteins in barley, can trigger immune responses leading to celiac disease or symptoms associated with food allergy. Here, proteomics approaches were employed to investigate the proteome level changes of grain and malt from the malting barley cultivar, Sloop, and single-, double- and triple hordein-reduced lines. The triple hordein-reduced line is an ultra-low gluten barley cultivar, Kebari®. Using discovery proteomics, 2,688 and 3,034 proteins in the barley and malt samples were detected respectively. Through the application of targeted proteomics, a significant reduction in the quantity of B-, D-, and γ-hordeins, as well as avenin-like proteins, was observed in the ultra-low gluten malt sample. A compensation mechanism was observed evidenced by increased biosynthesis of seed storage globulins, specifically vicilin-like globulins. Overall, this study has provided insights into protein compositional changes after malting in celiac-friendly barley varieties.
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Affiliation(s)
- Mahya Bahmani
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, Edith Cowan University, School of Science, 270 Joondalup Dr, Joondalup, WA 6027, Australia
| | - Angéla Juhász
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, Edith Cowan University, School of Science, 270 Joondalup Dr, Joondalup, WA 6027, Australia
| | - Utpal Bose
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, Edith Cowan University, School of Science, 270 Joondalup Dr, Joondalup, WA 6027, Australia; CSIRO Agriculture and Food, 306 Carmody Rd, St Lucia, QLD 4067, Australia
| | - Mitchell G Nye-Wood
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, Edith Cowan University, School of Science, 270 Joondalup Dr, Joondalup, WA 6027, Australia
| | | | | | - Michelle L Colgrave
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, Edith Cowan University, School of Science, 270 Joondalup Dr, Joondalup, WA 6027, Australia; CSIRO Agriculture and Food, 306 Carmody Rd, St Lucia, QLD 4067, Australia.
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3
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O'Lone CE, Juhász A, Nye-Wood M, Dunn H, Moody D, Ral JP, Colgrave ML. Proteomic exploration reveals a metabolic rerouting due to low oxygen during controlled germination of malting barley ( Hordeum vulgare L.). FRONTIERS IN PLANT SCIENCE 2023; 14:1305381. [PMID: 38186599 PMCID: PMC10771735 DOI: 10.3389/fpls.2023.1305381] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 11/20/2023] [Indexed: 01/09/2024]
Abstract
Barley (Hordeum vulgare L.) is used in malt production for brewing applications. Barley malting involves a process of controlled germination that modifies the grain by activating enzymes to solubilize starch and proteins for brewing. Initially, the grain is submerged in water to raise grain moisture, requiring large volumes of water. Achieving grain modification at reduced moisture levels can contribute to the sustainability of malting practices. This study combined proteomics, bioinformatics, and biochemical phenotypic analysis of two malting barley genotypes with observed differences in water uptake and modification efficiency. We sought to reveal the molecular mechanisms at play during controlled germination and explore the roles of protein groups at 24 h intervals across the first 72 h. Overall, 3,485 protein groups were identified with 793 significant differentially abundant (DAP) within and between genotypes, involved in various biological processes, including protein synthesis, carbohydrate metabolism, and hydrolysis. Functional integration into metabolic pathways, such as glycolysis, pyruvate, starch and sucrose metabolism, revealed a metabolic rerouting due to low oxygen enforced by submergence during controlled germination. This SWATH-MS study provides a comprehensive proteome reference, delivering new insights into the molecular mechanisms underlying the impacts of low oxygen during controlled germination. It is concluded that continued efficient modification of malting barley subjected to submergence is largely due to the capacity to reroute energy to maintain vital processes, particularly protein synthesis.
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Affiliation(s)
- Clare E. O'Lone
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, Edith Cowan University, School of Science, Joondalup, WA, Australia
- Commonwealth Scientific and Industrial Research Organization, Agriculture and Food, ACT, Canberra, ACT, Australia
| | - Angéla Juhász
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, Edith Cowan University, School of Science, Joondalup, WA, Australia
| | - Mitchell Nye-Wood
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, Edith Cowan University, School of Science, Joondalup, WA, Australia
| | - Hugh Dunn
- Pilot Malting Australia, Edith Cowan University, School of Science, Joondalup, WA, Australia
| | - David Moody
- Barley Breeding, InterGrain Pty Ltd, Bibra Lake, WA, Australia
| | - Jean-Philippe Ral
- Commonwealth Scientific and Industrial Research Organization, Agriculture and Food, ACT, Canberra, ACT, Australia
| | - Michelle L. Colgrave
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, Edith Cowan University, School of Science, Joondalup, WA, Australia
- Commonwealth Scientific and Industrial Research Organization, Agriculture and Food, Brisbane, QLD, Australia
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4
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Lu Y, Ji H, Chen Y, Li Z, Timira V. A systematic review on the recent advances of wheat allergen detection by mass spectrometry: future prospects. Crit Rev Food Sci Nutr 2023; 63:12324-12340. [PMID: 35852160 DOI: 10.1080/10408398.2022.2101091] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Wheat is one of the three major staple foods in the world. Although wheat is highly nutritional, it has a variety of allergenic components that are potentially fatal to humans and pose a significant hazard to the growth and consumption of wheat. Wheat allergy is a serious health problem, which is becoming more and more prevalent all over the world. To address and prevent related health risks, it is crucial to establish precise and sensitive detection and analytical methods as well as an understanding of the structure and sensitization mechanism of wheat allergens. Among various analytical tools, mass spectrometry (MS) is known to have high specificity and sensitivity. It is a promising non immune method to evaluate and quantify wheat allergens. In this article, the current research on the detection of wheat allergens based on mass spectrometry is reviewed. This review provides guidance for the further research on wheat allergen detection using mass spectrometry, and speeds up the development of wheat allergen research in China.
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Affiliation(s)
- Yingjun Lu
- College of Food Science and Technology, Shihezi University, Shihezi, Xinjiang, P.R. China
| | - Hua Ji
- College of Food Science and Technology, Shihezi University, Shihezi, Xinjiang, P.R. China
| | - Yan Chen
- NHC Key Laboratory of Food Safety Risk Assessment, Chinese Academy of Medical Sciences Research Unit (No. 2019RU014), Beijing, P.R. China
| | - Zhenxing Li
- College of Food Science and Engineering, Ocean University of China, Qingdao, Shandong, P.R. China
| | - Vaileth Timira
- College of Food Science and Engineering, Ocean University of China, Qingdao, Shandong, P.R. China
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5
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Nye-Wood MG, Byrne K, Stockwell S, Juhász A, Bose U, Colgrave ML. Low Gluten Beers Contain Variable Gluten and Immunogenic Epitope Content. Foods 2023; 12:3252. [PMID: 37685187 PMCID: PMC10486350 DOI: 10.3390/foods12173252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/09/2023] [Revised: 08/19/2023] [Accepted: 08/22/2023] [Indexed: 09/10/2023] Open
Abstract
Gluten content labels inform food choice and people practicing a gluten-free diet rely upon them to avoid illness. The regulations differ between jurisdictions, especially concerning fermented foodstuffs such as beer. Gluten abundance is typically measured using ELISAs, which have come into question when testing fermented or hydrolysed foodstuffs such as beer. Mass spectrometry can be used to directly identify gluten peptides and reveal false negatives recorded by ELISA. In this survey of gluten in control and gluten-free beers, gluten protein fragments that contain known immunogenic epitopes were detected using liquid chromatography-mass spectrometry in multiple beers that claim to be gluten-free and have sufficiently low gluten content, as measured by ELISA, to qualify as being gluten-free in some jurisdictions. In fact, several purportedly gluten-free beers showed equivalent or higher hordein content than some of the untreated, control beers. The shortcomings of ELISAs for beer gluten testing are summarised, the mismatch between ELISA and mass spectrometry results are explored, and the suitability of existing regulations as they pertain to the gluten content in fermented foods in different jurisdictions are discussed.
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Affiliation(s)
- Mitchell G. Nye-Wood
- School of Science, Edith Cowan University, Perth, WA 6027, Australia; (M.G.N.-W.); (A.J.); (U.B.)
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, Perth, WA 6027, Australia
| | - Keren Byrne
- CSIRO Agriculture and Food, St. Lucia, QLD 4067, Australia; (K.B.); (S.S.)
| | - Sally Stockwell
- CSIRO Agriculture and Food, St. Lucia, QLD 4067, Australia; (K.B.); (S.S.)
| | - Angéla Juhász
- School of Science, Edith Cowan University, Perth, WA 6027, Australia; (M.G.N.-W.); (A.J.); (U.B.)
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, Perth, WA 6027, Australia
| | - Utpal Bose
- School of Science, Edith Cowan University, Perth, WA 6027, Australia; (M.G.N.-W.); (A.J.); (U.B.)
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, Perth, WA 6027, Australia
- CSIRO Agriculture and Food, St. Lucia, QLD 4067, Australia; (K.B.); (S.S.)
| | - Michelle L. Colgrave
- School of Science, Edith Cowan University, Perth, WA 6027, Australia; (M.G.N.-W.); (A.J.); (U.B.)
- Australian Research Council Centre of Excellence for Innovations in Peptide and Protein Science, Perth, WA 6027, Australia
- CSIRO Agriculture and Food, St. Lucia, QLD 4067, Australia; (K.B.); (S.S.)
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6
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Mechanisms and Health Aspects of Food Adulteration: A Comprehensive Review. Foods 2023; 12:foods12010199. [PMID: 36613416 PMCID: PMC9818512 DOI: 10.3390/foods12010199] [Citation(s) in RCA: 30] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2022] [Revised: 12/26/2022] [Accepted: 12/28/2022] [Indexed: 01/04/2023] Open
Abstract
Food adulteration refers to the alteration of food quality that takes place deliberately. It includes the addition of ingredients to modify different properties of food products for economic advantage. Color, appearance, taste, weight, volume, and shelf life are such food properties. Substitution of food or its nutritional content is also accomplished to spark the apparent quality. Substitution with species, protein content, fat content, or plant ingredients are major forms of food substitution. Origin misrepresentation of food is often practiced to increase the market demand of food. Organic and synthetic compounds are added to ensure a rapid effect on the human body. Adulterated food products are responsible for mild to severe health impacts as well as financial damage. Diarrhea, nausea, allergic reaction, diabetes, cardiovascular disease, etc., are frequently observed illnesses upon consumption of adulterated food. Some adulterants have shown carcinogenic, clastogenic, and genotoxic properties. This review article discusses different forms of food adulteration. The health impacts also have been documented in brief.
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7
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Gluten contamination in labelled gluten-free, naturally gluten-free and meals in food services in low-, middle- and high-income countries: a systematic review and meta-analysis. Br J Nutr 2022; 127:1528-1542. [PMID: 34753529 DOI: 10.1017/s0007114521002488] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
The gluten-free diet is based on the consumption of foods without gluten, which aims to manage celiac disease. The concern of celiac patients is that these foods should be safe. However, gluten contamination can affect these foods. The objectives of this review and meta-analysis were first, to identify articles that detected gluten contamination in gluten-free foods using validated methods. Second, to quantify the overall prevalence of gluten contamination of naturally gluten-free foods, labelled gluten-free products, and meals prepared in food services. Third, to highlight the influence of the country's income and the period of study on this prevalence. The studies were identified in Scopus, Science Direct, Web of Science, PubMed, and Google Scholar. Forty articles were included according to PRISMA guidelines. The statistical meta-analysis was performed using MedCalc 19 software. The results show that in the gluten-free foods analysed, the overall prevalence of gluten contamination was estimated at 15.12% (95% CI: 9.56%-21.70%), with more than 20 mg/kg of gluten. Naturally gluten-free foods were significantly more contaminated than labelled gluten-free products and than meals in food services (28.32%; 9.52%; 4.66% respectively; p < 0.001). Moreover, it was noticed that oats were the most contaminated food. In addition, the prevalence of gluten contamination has significantly decreased over time. The majority of the studies were carried out in upper-middle-income and high-income countries, while only one study was conducted in lower-middle income countries. Therefore, it is necessary to implement preventive actions to reduce gluten contamination, ensuring safe gluten-free foods for celiac patients, including low-income countries.
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8
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Zhu X, Zhao XH, Zhang Q, Zhang N, Soladoye OP, Aluko RE, Zhang Y, Fu Y. How does a celiac iceberg really float? The relationship between celiac disease and gluten. Crit Rev Food Sci Nutr 2022; 63:9233-9261. [PMID: 35435771 DOI: 10.1080/10408398.2022.2064811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Celiac disease (CD) is an autoimmune intestinal disease caused by intolerance of genetically susceptible individuals after intake of gluten-containing grains (including wheat, barley, etc.) and their products. Currently, CD, with "iceberg" characteristics, affects a large population and is distributed over a wide range of individuals. This present review summarizes the latest research progress on the relationship between CD and gluten. Furthermore, the structure and function of gluten peptides related to CD, gluten detection methods, the effects of processing on gluten and gluten-free diets are emphatically reviewed. In addition, the current limitations in CD research are also discussed. The present work facilitates a comprehensive understanding of CD as well as gluten, which can provide a theoretical reference for future research.
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Affiliation(s)
- Xiaoxue Zhu
- College of Food Science, Southwest University, Chongqing, China
- National Demonstration Center for Experimental Food Science and Technology Education, Southwest University, Chongqing, China
| | - Xin-Huai Zhao
- School of Biological and Food Engineering, Guangdong University of Petrochemical Technology, Maoming, P. R. China
| | - Qiang Zhang
- School of Biological and Food Engineering, Guangdong University of Petrochemical Technology, Maoming, P. R. China
| | - Na Zhang
- Key Laboratory of Food Science and Engineering of Heilongjiang Province, College of Food Engineering, Harbin University of Commerce, Harbin, China
| | - Olugbenga P Soladoye
- Agriculture and Agri-Food Canada, Government of Canada, Lacombe Research and Development Centre, Lacombe, Alberta, Canada
| | - Rotimi E Aluko
- Department of Food and Human Nutritional Sciences, University of Manitoba, Winnipeg, Manitoba, Canada
| | - Yuhao Zhang
- College of Food Science, Southwest University, Chongqing, China
- National Demonstration Center for Experimental Food Science and Technology Education, Southwest University, Chongqing, China
| | - Yu Fu
- College of Food Science, Southwest University, Chongqing, China
- National Demonstration Center for Experimental Food Science and Technology Education, Southwest University, Chongqing, China
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9
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Ribeiro M, de Sousa T, Sabença C, Poeta P, Bagulho AS, Igrejas G. Advances in quantification and analysis of the celiac-related immunogenic potential of gluten. Compr Rev Food Sci Food Saf 2021; 20:4278-4298. [PMID: 34402581 DOI: 10.1111/1541-4337.12828] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2020] [Revised: 05/18/2021] [Accepted: 07/21/2021] [Indexed: 12/21/2022]
Abstract
Gluten-free products have emerged in response to the increasing prevalence of gluten-related disorders, namely celiac disease. Therefore, the quantification of gluten in products intended for consumption by individuals who may suffer from these pathologies must be accurate and reproducible, in a way that allows their proper labeling and protects the health of consumers. Immunochemical methods have been the methods of choice for quantifying gluten, and several kits are commercially available. Nevertheless, they still face problems such as the initial extraction of gluten in complex matrices or the use of a standardized reference material to validate the results. Lately, other methodologies relying mostly on mass spectrometry-based techniques have been explored, and that may allow, in addition to quantitative analysis, the characterizationof gluten proteins. On the other hand, although the level of 20 mg/kg of gluten detected by these methods is sufficient for a product to be considered gluten-free, its immunogenic potential for celiac patients has not been clinically validated. In this sense, in vitro and in vivo models, such as the organoid technology applied in gut-on-chip devices and the transgenic humanized mouse models, respectively, are being developed for investigating both the gluten-induced pathogenesis and the treatment of celiac disease. Due to the ubiquitous nature of gluten in the food industry, as well as the increased prevalence of gluten-related disorders, here we intend to summarize the available methods for gluten quantification in food matrices and for the evaluation of its immunogenic potential concerning the development of novel therapies for celiac disease to highlight active research and discuss knowledge gaps and current challenges in this field.
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Affiliation(s)
- Miguel Ribeiro
- Department of Genetics and Biotechnology, University of Trás-os-Montes and Alto Douro, Vila Real, Portugal.,Functional Genomics and Proteomics Unity, University of Trás-os-Montes and Alto Douro, Vila Real, Portugal.,LAQV-REQUIMTE, Faculty of Science and Technology, University Nova of Lisbon, Caparica, Lisbon, Portugal
| | - Telma de Sousa
- Department of Genetics and Biotechnology, University of Trás-os-Montes and Alto Douro, Vila Real, Portugal.,Functional Genomics and Proteomics Unity, University of Trás-os-Montes and Alto Douro, Vila Real, Portugal.,LAQV-REQUIMTE, Faculty of Science and Technology, University Nova of Lisbon, Caparica, Lisbon, Portugal
| | - Carolina Sabença
- Department of Genetics and Biotechnology, University of Trás-os-Montes and Alto Douro, Vila Real, Portugal.,Functional Genomics and Proteomics Unity, University of Trás-os-Montes and Alto Douro, Vila Real, Portugal.,LAQV-REQUIMTE, Faculty of Science and Technology, University Nova of Lisbon, Caparica, Lisbon, Portugal
| | - Patrícia Poeta
- LAQV-REQUIMTE, Faculty of Science and Technology, University Nova of Lisbon, Caparica, Lisbon, Portugal.,Microbiology and Antibiotic Resistance Team (MicroART), Department of Veterinary Sciences, University of Trás-os-Montes and Alto Douro, Vila Real, Portugal
| | - Ana Sofia Bagulho
- National Institute for Agrarian and Veterinarian Research, Elvas, Portugal
| | - Gilberto Igrejas
- Department of Genetics and Biotechnology, University of Trás-os-Montes and Alto Douro, Vila Real, Portugal.,Functional Genomics and Proteomics Unity, University of Trás-os-Montes and Alto Douro, Vila Real, Portugal.,LAQV-REQUIMTE, Faculty of Science and Technology, University Nova of Lisbon, Caparica, Lisbon, Portugal
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10
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Bahmani M, O’Lone CE, Juhász A, Nye-Wood M, Dunn H, Edwards IB, Colgrave ML. Application of Mass Spectrometry-Based Proteomics to Barley Research. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2021; 69:8591-8609. [PMID: 34319719 PMCID: PMC8389776 DOI: 10.1021/acs.jafc.1c01871] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/09/2023]
Abstract
Barley (Hordeum vulgare) is the fourth most cultivated crop in the world in terms of production volume, and it is also the most important raw material of the malting and brewing industries. Barley belongs to the grass (Poaceae) family and plays an important role in food security and food safety for both humans and livestock. With the global population set to reach 9.7 billion by 2050, but with less available and/or suitable land for agriculture, the use of biotechnology tools in breeding programs are of considerable importance in the quest to meet the growing food gap. Proteomics as a member of the "omics" technologies has become popular for the investigation of proteins in cereal crops and particularly barley and its related products such as malt and beer. This technology has been applied to study how proteins in barley respond to adverse environmental conditions including abiotic and/or biotic stresses, how they are impacted during food processing including malting and brewing, and the presence of proteins implicated in celiac disease. Moreover, proteomics can be used in the future to inform breeding programs that aim to enhance the nutritional value and broaden the application of this crop in new food and beverage products. Mass spectrometry analysis is a valuable tool that, along with genomics and transcriptomics, can inform plant breeding strategies that aim to produce superior barley varieties. In this review, recent studies employing both qualitative and quantitative mass spectrometry approaches are explored with a focus on their application in cultivation, manufacturing, processing, quality, and the safety of barley and its related products.
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Affiliation(s)
- Mahya Bahmani
- Australian
Research Council Centre of Excellence for Innovations in Peptide and
Protein Science, Edith Cowan University, School of Science, 270 Joondalup
Drive, Joondalup, Western
Australia 6027, Australia
| | - Clare E. O’Lone
- Australian
Research Council Centre of Excellence for Innovations in Peptide and
Protein Science, Edith Cowan University, School of Science, 270 Joondalup
Drive, Joondalup, Western
Australia 6027, Australia
| | - Angéla Juhász
- Australian
Research Council Centre of Excellence for Innovations in Peptide and
Protein Science, Edith Cowan University, School of Science, 270 Joondalup
Drive, Joondalup, Western
Australia 6027, Australia
| | - Mitchell Nye-Wood
- Australian
Research Council Centre of Excellence for Innovations in Peptide and
Protein Science, Edith Cowan University, School of Science, 270 Joondalup
Drive, Joondalup, Western
Australia 6027, Australia
| | - Hugh Dunn
- Australian
Research Council Centre of Excellence for Innovations in Peptide and
Protein Science, Edith Cowan University, School of Science, 270 Joondalup
Drive, Joondalup, Western
Australia 6027, Australia
| | - Ian B. Edwards
- Edstar
Genetics Pty Ltd, SABC - Loneragan Building, Murdoch University, 90 South Street, Murdoch, Western Australia 6150, Australia
| | - Michelle L. Colgrave
- Australian
Research Council Centre of Excellence for Innovations in Peptide and
Protein Science, Edith Cowan University, School of Science, 270 Joondalup
Drive, Joondalup, Western
Australia 6027, Australia
- CSIRO
Agriculture and Food, 306 Carmody Road, St. Lucia, Queensland 4067, Australia
- Phone: +61-7-3214-2697. . Fax: +61-7-3214-2900
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11
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Valletta M, Ragucci S, Landi N, Di Maro A, Pedone PV, Russo R, Chambery A. Mass spectrometry-based protein and peptide profiling for food frauds, traceability and authenticity assessment. Food Chem 2021; 365:130456. [PMID: 34243122 DOI: 10.1016/j.foodchem.2021.130456] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 06/22/2021] [Accepted: 06/22/2021] [Indexed: 01/03/2023]
Abstract
The ever-growing use of mass spectrometry (MS) methodologies in food authentication and traceability originates from their unrivalled specificity, accuracy and sensitivity. Such features are crucial for setting up analytical strategies for detecting food frauds and adulterations by monitoring selected components within food matrices. Among MS approaches, protein and peptide profiling has become increasingly consolidated. This review explores the current knowledge on recent MS techniques using protein and peptide biomarkers for assessing food traceability and authenticity, with a specific focus on their use for unmasking potential frauds and adulterations. We provide a survey of the current state-of-the-art instrumentation including the most reliable and sensitive acquisition modes highlighting advantages and limitations. Finally, we summarize the recent applications of MS to protein/peptide analyses in food matrices and examine their potential in ensuring the quality of agro-food products.
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Affiliation(s)
- Mariangela Valletta
- Department of Environmental, Biological and Pharmaceutical Sciences and Technologies, University of Campania "Luigi Vanvitelli", 81100 Caserta, Italy
| | - Sara Ragucci
- Department of Environmental, Biological and Pharmaceutical Sciences and Technologies, University of Campania "Luigi Vanvitelli", 81100 Caserta, Italy
| | - Nicola Landi
- Department of Environmental, Biological and Pharmaceutical Sciences and Technologies, University of Campania "Luigi Vanvitelli", 81100 Caserta, Italy
| | - Antimo Di Maro
- Department of Environmental, Biological and Pharmaceutical Sciences and Technologies, University of Campania "Luigi Vanvitelli", 81100 Caserta, Italy
| | - Paolo Vincenzo Pedone
- Department of Environmental, Biological and Pharmaceutical Sciences and Technologies, University of Campania "Luigi Vanvitelli", 81100 Caserta, Italy
| | - Rosita Russo
- Department of Environmental, Biological and Pharmaceutical Sciences and Technologies, University of Campania "Luigi Vanvitelli", 81100 Caserta, Italy.
| | - Angela Chambery
- Department of Environmental, Biological and Pharmaceutical Sciences and Technologies, University of Campania "Luigi Vanvitelli", 81100 Caserta, Italy.
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12
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Artavia G, Cortés-Herrera C, Granados-Chinchilla F. Selected Instrumental Techniques Applied in Food and Feed: Quality, Safety and Adulteration Analysis. Foods 2021; 10:1081. [PMID: 34068197 PMCID: PMC8152966 DOI: 10.3390/foods10051081] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 03/13/2021] [Accepted: 03/19/2021] [Indexed: 12/28/2022] Open
Abstract
This review presents an overall glance at selected instrumental analytical techniques and methods used in food analysis, focusing on their primary food science research applications. The methods described represent approaches that have already been developed or are currently being implemented in our laboratories. Some techniques are widespread and well known and hence we will focus only in very specific examples, whilst the relatively less common techniques applied in food science are covered in a wider fashion. We made a particular emphasis on the works published on this topic in the last five years. When appropriate, we referred the reader to specialized reports highlighting each technique's principle and focused on said technologies' applications in the food analysis field. Each example forwarded will consider the advantages and limitations of the application. Certain study cases will typify that several of the techniques mentioned are used simultaneously to resolve an issue, support novel data, or gather further information from the food sample.
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Affiliation(s)
- Graciela Artavia
- Centro Nacional de Ciencia y Tecnología de Alimentos, Sede Rodrigo Facio, Universidad de Costa Rica, San José 11501-2060, Costa Rica;
| | - Carolina Cortés-Herrera
- Centro Nacional de Ciencia y Tecnología de Alimentos, Sede Rodrigo Facio, Universidad de Costa Rica, San José 11501-2060, Costa Rica;
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13
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Proteomic modelling of gluten digestion from a physiologically relevant food system: A focus on the digestion of immunogenic peptides from wheat implicated in celiac disease. Food Chem 2020; 333:127466. [DOI: 10.1016/j.foodchem.2020.127466] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Revised: 05/29/2020] [Accepted: 06/28/2020] [Indexed: 12/15/2022]
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14
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Recent progress in analytical method development to ensure the safety of gluten-free foods for celiac disease patients. J Cereal Sci 2020. [DOI: 10.1016/j.jcs.2020.103114] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022]
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15
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Juhász A, Colgrave ML, Howitt CA. Developing gluten-free cereals and the role of proteomics in product safety. J Cereal Sci 2020. [DOI: 10.1016/j.jcs.2020.102932] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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16
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Sharma N, Bhatia S, Chunduri V, Kaur S, Sharma S, Kapoor P, Kumari A, Garg M. Pathogenesis of Celiac Disease and Other Gluten Related Disorders in Wheat and Strategies for Mitigating Them. Front Nutr 2020; 7:6. [PMID: 32118025 PMCID: PMC7020197 DOI: 10.3389/fnut.2020.00006] [Citation(s) in RCA: 77] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2019] [Accepted: 01/20/2020] [Indexed: 12/12/2022] Open
Abstract
Wheat is a major cereal crop providing energy and nutrients to the billions of people around the world. Gluten is a structural protein in wheat, that is necessary for its dough making properties, but it is responsible for imparting certain intolerances among some individuals, which are part of this review. Most important among these intolerances is celiac disease, that is gluten triggered T-cell mediated autoimmune enteropathy and results in villous atrophy, inflammation and damage to intestinal lining in genetically liable individuals containing human leukocyte antigen DQ2/DQ8 molecules on antigen presenting cells. Celiac disease occurs due to presence of celiac disease eliciting epitopes in gluten, particularly highly immunogenic alpha-gliadins. Another gluten related disorder is non-celiac gluten-sensitivity in which innate immune-response occurs in patients along with gastrointestinal and non-gastrointestinal symptoms, that disappear upon removal of gluten from the diet. In wheat allergy, either IgE or non-IgE mediated immune response occurs in individuals after inhalation or ingestion of wheat. Following a life-long gluten-free diet by celiac disease and non-celiac gluten-sensitivity patients is very challenging as none of wheat cultivar or related species stands safe for consumption. Hence, different molecular biology, genetic engineering, breeding, microbial, enzymatic, and chemical strategies have been worked upon to reduce the celiac disease epitopes and the gluten content in wheat. Currently, only 8.4% of total population is affected by wheat-related issues, while rest of population remains safe and should not remove wheat from the diet, based on false media coverage.
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Affiliation(s)
- Natasha Sharma
- Agri-Food Biotechnology Laboratory, National Agri-Food Biotechnology Institute, Mohali, India
| | - Simran Bhatia
- Agri-Food Biotechnology Laboratory, National Agri-Food Biotechnology Institute, Mohali, India
| | - Venkatesh Chunduri
- Agri-Food Biotechnology Laboratory, National Agri-Food Biotechnology Institute, Mohali, India
| | - Satveer Kaur
- Agri-Food Biotechnology Laboratory, National Agri-Food Biotechnology Institute, Mohali, India
| | - Saloni Sharma
- Agri-Food Biotechnology Laboratory, National Agri-Food Biotechnology Institute, Mohali, India
| | - Payal Kapoor
- Agri-Food Biotechnology Laboratory, National Agri-Food Biotechnology Institute, Mohali, India
| | - Anita Kumari
- Agri-Food Biotechnology Laboratory, National Agri-Food Biotechnology Institute, Mohali, India
| | - Monika Garg
- Agri-Food Biotechnology Laboratory, National Agri-Food Biotechnology Institute, Mohali, India
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17
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Evaluation of N-terminal labeling mass spectrometry for characterization of partially hydrolyzed gluten proteins. J Proteomics 2020; 210:103538. [DOI: 10.1016/j.jprot.2019.103538] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Revised: 09/17/2019] [Accepted: 09/27/2019] [Indexed: 02/07/2023]
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18
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Lexhaller B, Colgrave ML, Scherf KA. Characterization and Relative Quantitation of Wheat, Rye, and Barley Gluten Protein Types by Liquid Chromatography-Tandem Mass Spectrometry. FRONTIERS IN PLANT SCIENCE 2019; 10:1530. [PMID: 31921226 PMCID: PMC6923249 DOI: 10.3389/fpls.2019.01530] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/02/2019] [Accepted: 11/01/2019] [Indexed: 05/24/2023]
Abstract
The consumption of wheat, rye, and barley may cause adverse reactions to wheat such as celiac disease, non-celiac gluten/wheat sensitivity, or wheat allergy. The storage proteins (gluten) are known as major triggers, but also other functional protein groups such as α-amylase/trypsin-inhibitors or enzymes are possibly harmful for people suffering of adverse reactions to wheat. Gluten is widely used as a collective term for the complex protein mixture of wheat, rye or barley and can be subdivided into the following gluten protein types (GPTs): α-gliadins, γ-gliadins, ω5-gliadins, ω1,2-gliadins, high- and low-molecular-weight glutenin subunits of wheat, ω-secalins, high-molecular-weight secalins, γ-75k-secalins and γ-40k-secalins of rye, and C-hordeins, γ-hordeins, B-hordeins, and D-hordeins of barley. GPTs isolated from the flours are useful as reference materials for clinical studies, diagnostics or in food analyses and to elucidate disease mechanisms. A combined strategy of protein separation according to solubility followed by preparative reversed-phase high-performance liquid chromatography was employed to purify the GPTs according to hydrophobicity. Due to the heterogeneity of gluten proteins and their partly polymeric nature, it is a challenge to obtain highly purified GPTs with only one protein group. Therefore, it is essential to characterize and identify the proteins and their proportions in each GPT. In this study, the complexity of gluten from wheat, rye, and barley was demonstrated by identification of the individual proteins employing an undirected proteomics strategy involving liquid chromatography-tandem mass spectrometry of tryptic and chymotryptic hydrolysates of the GPTs. Different protein groups were obtained and the relative composition of the GPTs was revealed. Multiple reaction monitoring liquid chromatography-tandem mass spectrometry was used for the relative quantitation of the most abundant gluten proteins. These analyses also allowed the identification of known wheat allergens and celiac disease-active peptides. Combined with functional assays, these findings may shed light on the mechanisms of gluten/wheat-related disorders and may be useful to characterize reference materials for analytical or diagnostic assays more precisely.
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Affiliation(s)
- Barbara Lexhaller
- Leibniz-Institute for Food Systems Biology at the Technical University of Munich, Freising, Germany
| | - Michelle L. Colgrave
- CSIRO Agriculture and Food, St Lucia, QLD, Australia
- School of Science, Edith Cowan University, Joondalup, WA, Australia
| | - Katharina A. Scherf
- Leibniz-Institute for Food Systems Biology at the Technical University of Munich, Freising, Germany
- Department of Bioactive and Functional Food Chemistry, Institute of Applied Biosciences, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany
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19
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Bueno PCDS, Barbalho SM, Guiguer ÉL, Souza MDSSD, Medeiros IRAD, Zattiti IV, Bueno MDS, Nutels GS, Goulart RDA, Araújo AC. Effects of Green Wheat (Triticum turgidum) and Common Wheat (Triticum aestivum) on the Metabolic Profile of Wistar Rats. J Med Food 2019; 22:1222-1225. [DOI: 10.1089/jmf.2019.0089] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Affiliation(s)
| | - Sandra Maria Barbalho
- Department of Medical Sciences, School of Medicine, University of Marília (UNIMAR), Marília, SP, Brazil
- Department of Biochemistry and Nutrition, Faculty of Food Technology of Marília, Marília, SP, Brazil
| | - Élen Landgraf Guiguer
- Department of Medical Sciences, School of Medicine, University of Marília (UNIMAR), Marília, SP, Brazil
- Department of Biochemistry and Nutrition, Faculty of Food Technology of Marília, Marília, SP, Brazil
| | | | | | | | - Manuela dos Santos Bueno
- Department of Medical Sciences, School of Medicine, University of Marília (UNIMAR), Marília, SP, Brazil
| | - Giovanna Soares Nutels
- Department of Medical Sciences, School of Medicine, University of Marília (UNIMAR), Marília, SP, Brazil
| | | | - Adriano Cressoni Araújo
- Department of Medical Sciences, School of Medicine, University of Marília (UNIMAR), Marília, SP, Brazil
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20
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Li H, Bose U, Stockwell S, Howitt CA, Colgrave M. Assessing the Utility of Multiplexed Liquid Chromatography-Mass Spectrometry for Gluten Detection in Australian Breakfast Food Products. Molecules 2019; 24:molecules24203665. [PMID: 31614625 PMCID: PMC6832297 DOI: 10.3390/molecules24203665] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2019] [Revised: 10/09/2019] [Accepted: 10/10/2019] [Indexed: 02/07/2023] Open
Abstract
Coeliac disease (CD) is an autoimmune disorder triggered by the ingestion of gluten that is associated with gastrointestinal issues, including diarrhea, abdominal pain, and malabsorption. Gluten is a general name for a class of cereal storage proteins of wheat, barley, and rye that are notably resistant to gastrointestinal digestion. After ingestion, immunogenic peptides are subsequently recognized by T cells in the gastrointestinal tract. The only treatment for CD is a life-long gluten-free diet. As such, it is critical to detect gluten in diverse food types, including those where one would not expect to find gluten. The utility of liquid chromatography-mass spectrometry (LC-MS) using cereal-specific peptide markers to detect gluten in heavily processed food types was assessed. A range of breakfast products, including breakfast cereals, breakfast bars, milk-based breakfast drinks, powdered drinks, and a savory spread, were tested. No gluten was detected by LC-MS in the food products labeled gluten-free, yet enzyme-linked immunosorbent assay (ELISA) measurement revealed inconsistencies in barley-containing products. In products containing wheat, rye, barley, and oats as labeled ingredients, gluten proteins were readily detected using discovery proteomics. Panels comprising ten cereal-specific peptide markers were analyzed by targeted proteomics, providing evidence that LC-MS could detect and differentiate gluten in complex matrices, including baked goods and milk-based products.
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Affiliation(s)
- Haili Li
- CSIRO Agriculture and Food, 306 Carmody Rd, St Lucia QLD 4067, Australia.
- Institute of Animal Husbandry and Veterinary Science, Henan Academy of Agricultural Sciences, Zhengzhou 450000, Henan, China.
| | - Utpal Bose
- CSIRO Agriculture and Food, 306 Carmody Rd, St Lucia QLD 4067, Australia.
| | - Sally Stockwell
- CSIRO Agriculture and Food, 306 Carmody Rd, St Lucia QLD 4067, Australia.
| | - Crispin A Howitt
- CSIRO Agriculture and Food, GPO Box 1700, Canberra ACT 2601, Australia.
| | - Michelle Colgrave
- CSIRO Agriculture and Food, 306 Carmody Rd, St Lucia QLD 4067, Australia.
- Edith Cowan University, School of Science, 270 Joondalup Dr, Joondalup WA 6027, Australia.
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21
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Pasquali D, Blundell M, Howitt CA, Colgrave ML. Catcher of the Rye: Detection of Rye, a Gluten-Containing Grain, by LC–MS/MS. J Proteome Res 2019; 18:3394-3403. [DOI: 10.1021/acs.jproteome.9b00314] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Daniel Pasquali
- CSIRO Agriculture and Food, 306 Carmody Road, St Lucia, QLD 4067, Australia
| | - Malcolm Blundell
- CSIRO Agriculture and Food, GPO Box 1700, Canberra, ACT 2601, Australia
| | - Crispin A. Howitt
- CSIRO Agriculture and Food, GPO Box 1700, Canberra, ACT 2601, Australia
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22
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Tanner GJ, Colgrave ML, Blundell MJ, Howitt CA, Bacic A. Hordein Accumulation in Developing Barley Grains. FRONTIERS IN PLANT SCIENCE 2019; 10:649. [PMID: 31156692 PMCID: PMC6532529 DOI: 10.3389/fpls.2019.00649] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/15/2018] [Accepted: 04/30/2019] [Indexed: 05/14/2023]
Abstract
The temporal pattern of accumulation of hordein storage proteins in developing barley grains was studied by enzyme-linked immunosorbent assay (ELISA), western blot and liquid chromatography tandem mass spectrometry (LC-MS/MS). Hordein accumulation was compared to the pattern seen for two abundant control proteins, serpin Z4 (an early accumulator) and lipid transferase protein (LTP1, a late accumulator). Hordeins were detected from 6 days post-anthesis (DPA) and peaked at 30 DPA. Changes in fresh weight indicate that desiccation begins at 20 DPA and by 37 DPA fresh weight had decreased by 35%. ELISA analysis of hordein content, expressed on a protein basis, increased to a maximum at 30 DPA followed by a 17% decrease by 37 DPA. The accumulation of 39 tryptic and 29 chymotryptic hordein peptides representing all classes of hordein was studied by LC-MS/MS. Most peptides increased to a maximum at 30 DPA, and either remained at the maximum or did not decrease significantly. Only five tryptic peptides, members of the related B1- and γ1-hordeins decreased significantly by 21-51% at 37 DPA. Thus, the concentration of some specific peptides was reduced while remaining members of the same family were not affected. The N-terminal signal region was removed by proteolysis during co-translation. In addition to a suite of previously characterized hordeins, two novel barley B-hordein isoforms mapping to wheat low molecular weight glutenins (LMW-GS-like B-hordeins), and two avenin-like proteins (ALPs) sharing homology with wheat ALPs, were identified. These identified isoforms have not previously been mapped in the barley genome. Cereal storage proteins provide significant nutritional content for human consumption and seed germination. In barley, the bulk of the storage proteins comprise the hordein family and the final hordein concentration affects the quality of baked and brewed products. It is therefore important to study the accumulation of hordeins as this knowledge may assist plant breeding for improved health outcomes (by minimizing triggering of detrimental immune responses), nutrition and food processing properties.
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Affiliation(s)
- Gregory J. Tanner
- School of Biosciences, University of Melbourne, Melbourne, VIC, Australia
| | - Michelle L. Colgrave
- Commonwealth Scientific and Industrial Research Organisation Agriculture and Food, St Lucia, QLD, Australia
- School of Science, Edith Cowan University, Joondalup, WA, Australia
| | - Malcolm J. Blundell
- Commonwealth Scientific and Industrial Research Organisation Agriculture and Food, Canberra, ACT, Australia
| | - Crispin A. Howitt
- Commonwealth Scientific and Industrial Research Organisation Agriculture and Food, Canberra, ACT, Australia
| | - Antony Bacic
- School of Biosciences, University of Melbourne, Melbourne, VIC, Australia
- La Trobe Institute for Agriculture and Food, La Trobe University, Bundoora, VIC, Australia
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23
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Bose U, Byrne K, Howitt CA, Colgrave ML. Targeted proteomics to monitor the extraction efficiency and levels of barley α-amylase trypsin inhibitors that are implicated in non-coeliac gluten sensitivity. J Chromatogr A 2019; 1600:55-64. [PMID: 31036362 DOI: 10.1016/j.chroma.2019.04.043] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2018] [Revised: 04/10/2019] [Accepted: 04/16/2019] [Indexed: 12/19/2022]
Abstract
Plant defense protein α-amylase trypsin inhibitors (ATIs) have been proposed as one of the triggers of non-coeliac gluten sensitivity, however there have been no focused studies on their optimal extraction and quantitation from cereal grains. The efficiency of extraction is of utmost interest for the downstream detection and characterisation. In the present study, three extraction buffers and two modified protocols were investigated using LC-MRM-MS in order to examine their ability to efficiently and repeatably extract ATIs from selected barley cultivars. Initially, three extraction buffers IPA/DTT, urea and Tris-HCl were used to extract ATIs from two selected barley cultivars, Commander and Hindmarsh. The results obtained from the preliminary study showed that IPA/DTT and urea-based buffer extraction could yield ∼70% and ∼45% more ATIs, respectively than a buffer based on Tris-HCl extraction, with all methods showing high repeatability (CV < 15%). A multi-step protocol, employing IPA/DTT and urea improved the extraction efficiency in comparison to the single buffer extraction protocols (p<0.0001). When solutions from parallel extractions using IPA/DTT and urea were combined, the results were comparable (p = 0.99) with a sequential multi-step IPA/DTT-urea protocol. However, the repeatability of the combined process was compromised, as discerned by greater variation (CV>30%). The optimised sequential two-step extraction protocol was successfully used to extract and quantify ATIs from 12 barley cultivars. LC-MS analysis revealed that cv Yagan and cv Scope contain the higher levels (∼143% relative to the average barley ATI content), whereas cultivars Fleet (61%), Baudin (77%) and Commander (79%) contained the lowest levels. The libraries of ATIs identified and the quantitative methods described here provide a foundation for the future application of MS-based quantitative methodologies to detect and quantify ATIs in barley varieties and in food products.
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Affiliation(s)
- Utpal Bose
- CSIRO Agriculture and Food, 306 Carmody Rd, St Lucia, QLD, 4067, Australia.
| | - Keren Byrne
- CSIRO Agriculture and Food, 306 Carmody Rd, St Lucia, QLD, 4067, Australia.
| | - Crispin A Howitt
- CSIRO Agriculture and Food, GPO Box 1700, Canberra, ACT, 2601, Australia.
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24
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Optimisation of protein extraction for in-depth profiling of the cereal grain proteome. J Proteomics 2019; 197:23-33. [DOI: 10.1016/j.jprot.2019.02.009] [Citation(s) in RCA: 32] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2018] [Revised: 02/01/2019] [Accepted: 02/11/2019] [Indexed: 12/20/2022]
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25
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A sensitive HPLC-MS/MS screening method for the simultaneous detection of barley, maize, oats, rice, rye and wheat proteins in meat products. Food Chem 2019; 275:214-223. [DOI: 10.1016/j.foodchem.2018.09.041] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2018] [Revised: 09/04/2018] [Accepted: 09/05/2018] [Indexed: 02/07/2023]
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Alves TO, D’Almeida CTS, Scherf KA, Ferreira MSL. Modern Approaches in the Identification and Quantification of Immunogenic Peptides in Cereals by LC-MS/MS. FRONTIERS IN PLANT SCIENCE 2019; 10:1470. [PMID: 31798614 PMCID: PMC6868032 DOI: 10.3389/fpls.2019.01470] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/17/2019] [Accepted: 10/22/2019] [Indexed: 05/17/2023]
Abstract
Celiac disease (CD) is an immunogenic disorder that affects the small intestine. It is caused by the ingestion of gluten, a protein network formed by prolamins and glutelins from cereals such as wheat, barley, rye and, possibly, oats. For predisposed people, gluten presents epitopes able to stimulate T-cells causing symptoms like nausea, vomiting, diarrhea, among others unrelated to the gastrointestinal system. The only treatment for CD is to maintain a gluten-free diet, not exceeding 20 mg/kg of gluten, what is generally considered the safe amount for celiacs. Due to this context, it is very important to identify and quantify the gluten content of food products. ELISA is the most commonly used method to detect gluten traces in food. However, by detecting only prolamins, the results of ELISA tests may be underestimated. For this reason, more reliable and sensitive assays are needed to improve gluten quantification. Because of high sensitivity and the ability to detect even trace amounts of peptides in complex matrices, the most promising approaches to verify the presence of gluten peptides in food are non-immunological techniques, like liquid chromatography coupled to mass spectrometry. Different methodologies using this approach have been developed and described in the last years, ranging from non-targeted and exploratory analysis to targeted and specific methods depending on the purpose of interest. Non-targeted analyses aim to define the proteomic profile of the sample, while targeted analyses allow the search for specific peptides, making it possible to quantify them. This review aims to gather and summarize the main proteomic techniques used in the identification and quantitation of gluten peptides related to CD-activity and gluten-related allergies.
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Affiliation(s)
- Thais O. Alves
- Food and Nutrition Graduate Program (PPGAN), Laboratory of Bioactives, Federal University of the State of Rio de Janeiro (UNIRIO), Rio de Janeiro, Brazil
- Laboratory of Protein Biochemistry—Center of Innovation in Mass Spectrometry (LBP-IMasS), UNIRIO, Rio de Janeiro, Brazil
| | - Carolina T. S. D’Almeida
- Food and Nutrition Graduate Program (PPGAN), Laboratory of Bioactives, Federal University of the State of Rio de Janeiro (UNIRIO), Rio de Janeiro, Brazil
- Laboratory of Protein Biochemistry—Center of Innovation in Mass Spectrometry (LBP-IMasS), UNIRIO, Rio de Janeiro, Brazil
| | - Katharina A. Scherf
- Department of Bioactive and Functional Food Chemistry, Institute of Applied Biosciences, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany
| | - Mariana S. L. Ferreira
- Food and Nutrition Graduate Program (PPGAN), Laboratory of Bioactives, Federal University of the State of Rio de Janeiro (UNIRIO), Rio de Janeiro, Brazil
- Laboratory of Protein Biochemistry—Center of Innovation in Mass Spectrometry (LBP-IMasS), UNIRIO, Rio de Janeiro, Brazil
- *Correspondence: Mariana S. L. Ferreira,
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27
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Li H, Byrne K, Galiamov R, Mendoza-Porras O, Bose U, Howitt CA, Colgrave ML. Using LC-MS to examine the fermented food products vinegar and soy sauce for the presence of gluten. Food Chem 2018; 254:302-308. [DOI: 10.1016/j.foodchem.2018.02.023] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2017] [Revised: 01/29/2018] [Accepted: 02/05/2018] [Indexed: 10/18/2022]
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28
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Dawson C, Mendoza-Porras O, Byrne K, Hooper T, Howitt C, Colgrave M. Oat of this world: Defining peptide markers for detection of oats in processed food. Pept Sci (Hoboken) 2018. [DOI: 10.1002/pep2.24045] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Affiliation(s)
- Charlotte Dawson
- CSIRO Agriculture and Food; 306 Carmody Road; St Lucia QLD 4067 Australia
| | | | - Keren Byrne
- CSIRO Agriculture and Food; 306 Carmody Road; St Lucia QLD 4067 Australia
| | - Thomas Hooper
- CSIRO Agriculture and Food; 306 Carmody Road; St Lucia QLD 4067 Australia
| | - Crispin Howitt
- CSIRO Agriculture and Food; GPO Box 1700; Canberra ACT 2601 Australia
| | - Michelle Colgrave
- CSIRO Agriculture and Food; 306 Carmody Road; St Lucia QLD 4067 Australia
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29
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Colgrave ML, Byrne K, Howitt CA. Liquid Chromatography-Mass Spectrometry Analysis Reveals Hydrolyzed Gluten in Beers Crafted To Remove Gluten. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2017; 65:9715-9725. [PMID: 29047268 DOI: 10.1021/acs.jafc.7b03742] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
During brewing, gluten proteins may be solubilized, modified, complexed, hydrolyzed, and/or precipitate. Gluten fragments that persist in conventional beers render them unsuitable for people with celiac disease (CD) or gluten intolerance. Barley-based beers crafted to remove gluten using proprietary precipitation and/or application of enzymes, e.g. prolyl endopeptidases (PEP) that degrade the proline-rich gluten molecules, are available commercially. Gluten measurement in fermented products remains controversial. The industry standard, a competitive ELISA, may indicate gluten values <20 mg/kg, which is deemed safe for people with CD. However, in this study, liquid chromatography-mass spectrometry analyses revealed gluten peptides derived from hydrolyzed fragments, many >30 kDa in size. Barley gluten (hordeins) were detected in all beers analyzed with peptides representing all hordein classes detected in conventional beers but also, alarmingly, in many gluten-reduced beers. It is evident that PEP digestion was incomplete in several commercial beers, and peptides comprising missed cleavages were identified, warranting further optimization of PEP application in an industrial setting.
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Affiliation(s)
- Michelle L Colgrave
- CSIRO Agriculture and Food , 306 Carmody Road, St. Lucia, QLD 4067, Australia
| | - Keren Byrne
- CSIRO Agriculture and Food , 306 Carmody Road, St. Lucia, QLD 4067, Australia
| | - Crispin A Howitt
- CSIRO Agriculture and Food , GPO Box 1700, Canberra, ACT 2601, Australia
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30
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Andjelković U, Šrajer Gajdošik M, Gašo-Sokač D, Martinović T, Josić D. Foodomics and Food Safety: Where We Are. Food Technol Biotechnol 2017; 55:290-307. [PMID: 29089845 PMCID: PMC5654429 DOI: 10.17113/ftb.55.03.17.5044] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2016] [Accepted: 05/31/2017] [Indexed: 12/21/2022] Open
Abstract
The power of foodomics as a discipline that is now broadly used for quality assurance of food products and adulteration identification, as well as for determining the safety of food, is presented. Concerning sample preparation and application, maintenance of highly sophisticated instruments for both high-performance and high-throughput techniques, and analysis and data interpretation, special attention has to be paid to the development of skilled analysts. The obtained data shall be integrated under a strong bioinformatics environment. Modern mass spectrometry is an extremely powerful analytical tool since it can provide direct qualitative and quantitative information about a molecule of interest from only a minute amount of sample. Quality of this information is influenced by the sample preparation procedure, the type of mass spectrometer used and the analyst's skills. Technical advances are bringing new instruments of increased sensitivity, resolution and speed to the market. Other methods presented here give additional information and can be used as complementary tools to mass spectrometry or for validation of obtained results. Genomics and transcriptomics, as well as affinity-based methods, still have a broad use in food analysis. Serious drawbacks of some of them, especially the affinity-based methods, are the cross-reactivity between similar molecules and the influence of complex food matrices. However, these techniques can be used for pre-screening in order to reduce the large number of samples. Great progress has been made in the application of bioinformatics in foodomics. These developments enabled processing of large amounts of generated data for both identification and quantification, and for corresponding modeling.
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Affiliation(s)
- Uroš Andjelković
- Department of Biotechnology, University of Rijeka, Radmile Matejčić 2, HR-51000 Rijeka, Croatia
- Department of Chemistry, Institute of Chemistry, Technology and Metallurgy, University of Belgrade, Njegoševa 12, RS-11000 Belgrade, Serbia
| | - Martina Šrajer Gajdošik
- Department of Chemistry, J. J. Strossmayer University of Osijek, Cara Hadrijana 8/A, HR-31000 Osijek, Croatia
| | - Dajana Gašo-Sokač
- Faculty of Food Technology, J. J. Strossmayer University of Osijek, Franje Kuhača 20, HR-31000 Osijek, Croatia
| | - Tamara Martinović
- Department of Biotechnology, University of Rijeka, Radmile Matejčić 2, HR-51000 Rijeka, Croatia
| | - Djuro Josić
- Department of Biotechnology, University of Rijeka, Radmile Matejčić 2, HR-51000 Rijeka, Croatia
- Warren Alpert Medical School, Brown University, 222 Richmond St, Providence, RI 02903, USA
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Grochalová M, Konečná H, Stejskal K, Potěšil D, Fridrichová D, Srbová E, Ornerová K, Zdráhal Z. Deep coverage of the beer proteome. J Proteomics 2017; 162:119-124. [DOI: 10.1016/j.jprot.2017.05.001] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2017] [Revised: 04/12/2017] [Accepted: 05/01/2017] [Indexed: 11/25/2022]
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Colgrave ML, Byrne K, Howitt CA. Food for thought: Selecting the right enzyme for the digestion of gluten. Food Chem 2017; 234:389-397. [PMID: 28551252 DOI: 10.1016/j.foodchem.2017.05.008] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Revised: 04/29/2017] [Accepted: 05/01/2017] [Indexed: 12/24/2022]
Abstract
Gluten describes a complex mixture of proteins found in wheat, rye, barley and oats that pose a health risk to people affected by conditions such as coeliac disease and non-coeliac gluten sensitivity. Complete digestion of gluten proteins is of critical importance during quantitative analysis. To this end, chymotrypsin was investigated for its ability to efficiently and reproducibly digest specific classes of gluten in barley. Using proteomics a chymotryptic peptide marker panel was elucidated and subjected to relative quantification using LC-MRM-MS. Thorough investigation of peptide markers revealed robust and reproducible quantification with CVs <15% was possible, however a greater proportion of non-specific cleavage variants were observed relative to trypsin. The selected peptide markers were assessed to ensure their efficient liberation from their parent proteins. While trypsin remains the preferred enzyme for quantification of the avenin-like A proteins, the B-, D- and γ-hordeins, chymotrypsin was the enzyme of choice for the C-hordeins.
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Affiliation(s)
| | - Keren Byrne
- CSIRO Agriculture and Food, 306 Carmody Rd, St Lucia, QLD 4067, Australia
| | - Crispin A Howitt
- CSIRO Agriculture and Food, GPO Box 1700, Canberra, ACT 2601, Australia
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Fallahbaghery A, Zou W, Byrne K, Howitt CA, Colgrave ML. Comparison of Gluten Extraction Protocols Assessed by LC-MS/MS Analysis. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2017; 65:2857-2866. [PMID: 28285530 DOI: 10.1021/acs.jafc.7b00063] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
The efficiency of gluten extraction is of critical importance to the results derived from any analytical method for gluten detection and quantitation, whether it employs reagent-based technology (antibodies) or analytical instrumentation (mass spectrometry). If the target proteins are not efficiently extracted, the end result will be an under-estimation in the gluten content posing a health risk to people affected by conditions such as celiac disease (CD) and nonceliac gluten sensitivity (NCGS). Five different extraction protocols were investigated using LC-MRM-MS for their ability to efficiently and reproducibly extract gluten. The rapid and simple "IPA/DTT" protocol and related "two-step" protocol were enriched for gluten proteins, 55/86% (trypsin/chymotrypsin) and 41/68% of all protein identifications, respectively, with both methods showing high reproducibility (CV < 15%). When using multistep protocols, it was critical to examine all fractions, as coextraction of proteins occurred across fractions, with significant levels of proteins existing in unexpected fractions and not all proteins within a particular gluten class behaving the same.
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Affiliation(s)
- Azadeh Fallahbaghery
- CSIRO Agriculture and Food , 306 Carmody Road, St. Lucia, Queensland 4067, Australia
| | - Wei Zou
- CSIRO Agriculture and Food , 306 Carmody Road, St. Lucia, Queensland 4067, Australia
| | - Keren Byrne
- CSIRO Agriculture and Food , 306 Carmody Road, St. Lucia, Queensland 4067, Australia
| | - Crispin A Howitt
- CSIRO Agriculture and Food , GPO Box 1700, Canberra, ACT 2601, Australia
| | - Michelle L Colgrave
- CSIRO Agriculture and Food , 306 Carmody Road, St. Lucia, Queensland 4067, Australia
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Colgrave ML, Byrne K, Blundell M, Heidelberger S, Lane CS, Tanner GJ, Howitt CA. Comparing Multiple Reaction Monitoring and Sequential Window Acquisition of All Theoretical Mass Spectra for the Relative Quantification of Barley Gluten in Selectively Bred Barley Lines. Anal Chem 2016; 88:9127-35. [PMID: 27533879 DOI: 10.1021/acs.analchem.6b02108] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Celiac disease (CD) is a disease of the small intestine that occurs in genetically susceptible subjects triggered by the ingestion of cereal gluten proteins for which the only treatment is strict adherence to a life-long gluten-free diet. Barley contains four gluten protein families, and the existence of barley genotypes that do not accumulate the B-, C-, and D-hordeins paved the way for the development of an ultralow gluten phenotype. Using conventional breeding strategies, three null mutations behaving as recessive alleles were combined to create a hordein triple-null barley variety. Proteomics has become an invaluable tool for characterization and quantification of the protein complement of cereal grains. In this study multiple reaction monitoring (MRM) mass spectrometry, viewed as the gold standard for peptide quantification, was compared to the data-independent acquisition strategy known as SWATH-MS (sequential window acquisition of all theoretical mass spectra). SWATH-MS was comparable (p < 0.001) to MRM-MS for 32/33 peptides assessed across the four families of hordeins (gluten) in eight barley lines. The results of SWATH-MS analysis further confirmed the absence of the B-, C-, and D-hordeins in the triple-null barley line and showed significantly reduced levels ranging from <1% to 16% relative to wild-type (WT) cv Sloop for the minor γ-hordein class. SWATH-MS represents a valuable tool for quantitative proteomics based on its ability to generate reproducible data comparable with MRM-MS, but has the added benefits of allowing reinterrogation of data to improve analytical performance, ask new questions, and in this case perform quantification of trypsin-resistant proteins (C-hordeins) through analysis of their semi- or nontryptic fragments.
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Affiliation(s)
| | - Keren Byrne
- CSIRO Agriculture, 306 Carmody Road, St Lucia, Queensland 4067, Australia
| | - Malcolm Blundell
- CSIRO Agriculture, GPO Box 1600, Canberra, Australian Capital Territory 2601, Australia
| | | | - Catherine S Lane
- SCIEX, Phoenix House, Lakeside Drive, Centre Park, Warrington, WA1 1RX, U.K
| | - Gregory J Tanner
- CSIRO Agriculture, GPO Box 1600, Canberra, Australian Capital Territory 2601, Australia
| | - Crispin A Howitt
- CSIRO Agriculture, GPO Box 1600, Canberra, Australian Capital Territory 2601, Australia
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