Sesame, Pistachio, and Macadamia Nut: Development and Validation of New Allergenic Systems for Fast Real-Time PCR Application
Abstract
:1. Introduction
2. Materials and Methods
2.1. Sample Selection and Reference Materials
2.2. DNA Extraction and Assessment
2.3. Oligonucleotides
2.4. Real-Time PCR
2.5. Optimisation of Primer and Probe Concentrations
2.6. Specificity
2.7. LOD, Amplification Efficiency, and Linearity
2.8. Robustness
2.9. Commercial Food Samples
3. Results and Discussion
3.1. Quantity and Quality Assessment of Extracted DNA
3.2. Assay Optimisation
3.3. Assay Validation
3.4. Commercial Food Samples
4. Conclusions
Supplementary Materials
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Manea, I.; Ailenei, E.; Deleanu, D. Overview of food allergy diagnosis. Clujul Med. 2016, 89, 5–10. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Tang, M.L.; Mullins, R.J. Food allergy: Is prevalence increasing? Intern. Med. J. 2017, 47, 256–261. [Google Scholar] [CrossRef] [PubMed]
- Prescott, S.; Allen, K.J. Food allergy: Riding the second wave of the allergy epidemic. Pediatr. Allergy Immunol. 2011, 22, 155–160. [Google Scholar] [CrossRef] [PubMed]
- Sicherer, S.H.; Sampson, H.A. Food allergy: Epidemiology, pathogenesis, diagnosis, and treatment. J. Allergy Clin. Immunol. 2014, 133, 291–307. [Google Scholar] [CrossRef]
- Orruño, E.; Morgan, M.R. IgE binding to proteins from sesame and assessment of allergenicity: Implications for biotechnology? Biotechnol. Lett. 2006, 28, 1877–1888. [Google Scholar] [CrossRef]
- Zhang, W.J.; Cai, Q.; Guan, X.; Chen, Q. Detection of peanut (Arachis hypogaea) allergen by Real-time PCR method with internal amplification control. Food Chem. 2015, 174, 547–552. [Google Scholar] [CrossRef]
- Linacero, R.; Sanchiz, A.; Ballesteros, I.; Cuadrado, C. Application of real-time PCR for tree nut allergen detection in processed foods. Crit. Rev. Food Sci. Nutr. 2019, 13, 1–17. [Google Scholar] [CrossRef]
- European Parliament; European Commission. Regulation (EU) No 1169/2011 of the European Parliament and of the Council of 25 October 2011 On the Provision of Food Information to Consumers, Amending Regulations (EC) No 1924/2006 and (EC) No 1925/2006 of the European Parliament and of the Council, and Repealing Commission Directive 87/250/EEC, Council Directive 90/496/EEC, Commission Directive 1999/10/EC, Directive 2000/13/EC of the European Parliament and of the Council, Commission Directives 2002/67/EC and 2008/5/EC and Commission Regulation (EC) No 608/2004; European Parliament: Brussels, Belgium; European Commission: Brussels, Belgium, 2011. [Google Scholar]
- De la Cruz, S.; Lopez-Calleja, I.; Martín, R.; Gonzalez, I.; Alcocer, M.; García, T. Recent advances in the detection of allergens in foods. In Food Allergens. Methods in Molecular Biology; Lin, J., Alcocer, M., Eds.; Humana Press: New York, NY, USA, 2017; Volume 1592, Chapter 20. [Google Scholar]
- Monaci, L.; Visconti, A. Immunochemical and DNA-based methods in food allergen analysis and quality assurance perspectives. Trends Food Sci. Technol. 2010, 21, 272–283. [Google Scholar] [CrossRef]
- Koeberl, M.; Clarke, D.; Lopata, A.L. Next generation of food allergen quantification using mass spectrometric systems. J. Proteome Res. 2014, 13, 3499–3509. [Google Scholar] [CrossRef]
- Török, K.; Hajas, L.; Horváth, V.; Schall, E.; Bugyi, Z.; Kemény, S.; Tömösközi, S. Identification of the factors affecting the analytical results of food allergen ELISA methods. Eur. Food Res. Technol. 2015, 241, 127–136. [Google Scholar] [CrossRef]
- Do, A.B.; Khuda, S.E.; Sharma, G.M. Undeclared food allergens and gluten in commercial food products analyzed by ELISA. J. AOAC Int. 2018, 101, 23–35. [Google Scholar] [CrossRef] [PubMed]
- Chung, Y.C.; William, N.; Kerry, O.; Eric, A.E.G. Multiplex detection of food allergens and gluten. Anal. Bioanal. Chem. 2015, 407, 4195–4206. [Google Scholar] [CrossRef]
- Planque, M.; Arnould, T.; Renard, P.; Delahaut, P.; Dieu, M.; Gillard, N. Highlight on bottlenecks in food allergen Analysis: Detection and quantification by mass spectrometry. J. AOAC Int. 2017, 100, 1126–1130. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Salihah, N.T.; Hossain, M.M.; Lubis, H.; Ahmed, M.U. Trends and advances in food analysis by real-time polymerase chain reaction. J. Food Sci. Technol. 2016, 53, 2196–2209. [Google Scholar] [CrossRef] [Green Version]
- Holzhauser, T.; Oliver, S.; Vieths, S. Polymerase chain reaction (PCR) methods for the detection of allergenic foods. In Detecting Allergens in Food; Koppelman, S.J., Hefle, S.L., Eds.; Woodhead Publishing: Cambridge, UK, 2006; pp. 125–143. [Google Scholar]
- Pierboni, E.; Rondini, C.; Torricelli, M.; Ciccone, L.; Tovo, G.T.; Mercuri, M.L.; Altissimi, S.; Haouet, N. Digital PCR for analysis of peanut and soybean allergens in foods. Food Control 2018, 92, 128–136. [Google Scholar] [CrossRef]
- Redl, G.; Husain, F.T.; Bretbacher, I.E.; Nemes, A.; Cichna-Markl, M. Development and validation of a sandwich ELISA for the determination of potentially allergenic sesame (Sesamum indicum) in food. Anal. Bioanal. Chem. 2010, 398, 1735–1745. [Google Scholar] [CrossRef]
- López-Calleja, I.M.; de la Cruz, S.; Martín, R.; González, I.; García, T. Duplex real-time PCR method for the detection of sesame (Sesamum indicum) and flaxseed (Linum usitatissimum) DNA in processed food products. Food Addit. Contam. Part A Chem. Anal. Control Expo. Risk Assess. 2015, 32, 1772–1785. [Google Scholar] [CrossRef]
- EFSA. Scientific opinion on the evaluation of allergenic foods and food ingredients for labeling purposes. EFSA J. 2014, 12, 3894. [Google Scholar]
- Kägi, M.K.; Wüthrich, B. Falafel burger anaphylaxis due to sesame seed allergy. Ann. Allergy 1993, 71, 127–129. [Google Scholar] [CrossRef]
- Kanny, G.; De Hauteclocque, C.; Moneret-Vautrin, D.A. Sesame seed and sesame seed oil contain masked allergens of growing importance. Allergy 1996, 51, 952–957. [Google Scholar] [CrossRef]
- Adatia, A.; Clarke, A.E.; Yanishevsky, Y.; Ben-Shoshan, M. Sesame allergy: Current perspectives. J. Asthma Allergy 2017, 10, 141–151. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Vocks, E.; Borga, A.; Szliska, C.; Seifert, H.U.; Seifert, B.; Burow, G.; Borelli, S. Common allergenic structures in hazelnut, rye grain, sesame seeds, kiwi, and poppy seeds. Allergy 1993, 48, 168–172. [Google Scholar] [CrossRef] [PubMed]
- Schöringhumer, K.; Redl, G.; Cichna-Markl, M. Development and validation of a duplex real-time PCR method to simultaneously detect potentially allergenic sesame and hazelnut in food. J. Agric. Food Chem. 2009, 57, 2126–2134. [Google Scholar] [CrossRef] [PubMed]
- Pastorello, E.A.; Varin, E.; Farioli, L.; Pravettoni, V.; Ortolani, C.; Trambaioli, C.; Fortunato, D.; Gabriella Giuffrida, M.; Rivolta, F.; Robino, A.; et al. The major allergen of sesame seeds (Sesamum indicum) is a 2S albumin. J. Chromatogr. 2001, B756, 85–93. [Google Scholar] [CrossRef]
- Beyer, K.; Bardina, L.; Grishina, G.; Sampson, H.A. Identification of sesame seed allergens by 2-dimensional proteomics and Edman sequencing: Seed storage proteins as common food allergens. J. Allergy Clin. Immunol. 2002, 110, 154–159. [Google Scholar] [CrossRef]
- Leduc, V.; Moneret-Vautrin, D.A.; Tzen, J.T.C.; Morisset, M.; Guerin, L.; Kanny, G. Identification of oleosins as major allergens in sesame seed allergic patients. Allergy 2006, 61, 349–356. [Google Scholar] [CrossRef]
- Beyer, K.; Grishina, G.; Bardina, L.; Sampson, H.A. Identification of 2 new sesame seed allergens: Ses i 6 and Ses i 7. J. Allergy Clin. Immunol. 2007, 119, 1554–1556. [Google Scholar] [CrossRef]
- Brezinski, L.J. Detection of sesame seed DNA in foods using real-time PCR. J. Food. Prot. 2007, 70, 1033–1036. [Google Scholar] [CrossRef]
- Schöringhumer, K.; Cichna-Markl, M. Development of a real-time PCR method to detect potentially allergenic sesame (Sesamum indicum) in food. J. Agric. Food Chem. 2007, 55, 10540–10547. [Google Scholar] [CrossRef]
- Mustorp, S.; Engdahl-Axelsson, C.; Svensson, U.; Holck, A. Detection of celery (Apium graveolens), mustard (Sinapis alba, Brassica juncea, Brassica nigra) and sesame (Sesamum indicum) in food by real-time PCR. Eur. Food Res. Technol. 2008, 226, 771–778. [Google Scholar] [CrossRef]
- Köppel, R.; Dvorak, V.; Zimmerli, F.; Breitenmoser, A.; Eugster, A.; Waiblinger, H.U. Two tetraplex real-time PCR for the detection and quantification of DNA from eight allergens in food. Eur. Food Res. Technol. 2010, 230, 367–374. [Google Scholar] [CrossRef]
- Köppel, R.; van Velsen-Zimmerli, F.; Bucher, T. Two quantitative hexaplex real-time PCR systems for the detection and quantification of DNA from twelve allergens in food. Eur. Food Res. Technol. 2012, 235, 843–852. [Google Scholar] [CrossRef]
- Zhang, W.; Zhao, Y.; Xu Qingjin, C.Q. Development of a triplex real-time PCR for simultaneous detection of allergenic ingredients in processed food. Food chemistry and safety. Czech J. Food Sci. 2018, 36, 22–27. [Google Scholar] [CrossRef] [Green Version]
- Ehlert, A.; Demmel, A.; Hupfer, C.; Busch, U.; Engel, K.H. Simultaneous detection of DNA from 10 food allergens by ligation-dependent probe amplification. Food Addit. Contam. Part A Chem. Anal. Control Expo. Risk Assess. 2009, 26, 409–418. [Google Scholar] [CrossRef] [PubMed]
- López-Calleja, I.M.; García, A.; Madrid, R.; García, T.; Rosario, M.; González, I. Multiplex ligation-dependent probe amplification (MLPA) for simultaneous detection of DNA from sunflower, poppy, flaxseed, sesame and soy allergenic ingredients in commercial food products. Food Control 2017, 71, 301–310. [Google Scholar] [CrossRef]
- Sanchiz, A.; Ballesteros, I.; Martin, A.; Rueda, J.; Pedrosa, M.M.; Dieguez, M.d.C.; Rovira, M.; Cuadrado, C.; Linacero, R. Detection of pistachio allergen coding sequences in food products: A comparison of two real time PCR approaches. Food Control 2017, 75, 262–270. [Google Scholar] [CrossRef]
- Noorbakhsh, R.; Mortazavi, S.A.; Sankian, M.; Shahidi, F.; Assarehzadegan, M.A.; Varasteh, A. Cloning, expression, characterization, and computational approach for cross-reactivity prediction of manganese superoxide dismutase allergen from pistachio nut. Allergol. Int. 2010, 59, 295–304. [Google Scholar] [CrossRef] [Green Version]
- Roux, K.H.; Teuber, S.S.; Sathe, S.K. Tree nut allergens. Int. Arch. Allergy Immunol. 2003, 131, 234–244. [Google Scholar] [CrossRef]
- Costa, J.; Silva, I.; Vicente, A.A.; Oliveira, M.B.P.P.; Mafra, I. Pistachio nut allergy: An updated overview. Crit. Rev. Food Sci. Nutr. 2019, 59, 546–562. [Google Scholar] [CrossRef] [Green Version]
- Barbieri, G.; Frigeri, G. Identification of hidden allergens: Detection of pistachio traces in mortadella. Food Addit. Contam. 2006, 2, 1260–1264. [Google Scholar] [CrossRef]
- López-Calleja, I.M.; de la Cruz, S.; González, I.; Rosario, M.T.G. Survey of undeclared allergenic pistachio (Pistacia vera) in commercial foods by hydrolysis probe real-time PCR. Food Control 2013, 39, 49–55. [Google Scholar] [CrossRef]
- Cheng, F.; Wu, J.; Zhang, J.; Pan, A.; Quan, S.; Zhang, D.; Kim, H.; Li, X.; Zhou, S.; Yang, L. Development and inter-laboratory transfer of a decaplex polymerase chain reaction assay combined with capillary electrophoresis for the simultaneous detection of ten food allergens. Food Chem. 2016, 199, 799–808. [Google Scholar] [CrossRef] [PubMed]
- Mast, A.R.; Willis, C.L.; Jones, E.H.; Downs, K.M.; Weston, P.H. A smaller Macadamia from a more vagile tribe: Inference of phylogenetic relationships, divergence times, and diaspore evolution in Macadamia and relatives (tribe Macadamieae; Proteaceae). Am. J. Bot. 2008, 95, 843–870. [Google Scholar] [CrossRef] [PubMed]
- Brežná, B.; Piknová, L.; Kuchta, T. A novel real-time polymerase chain reaction method for the detection of macadamia nuts in food. Eur. Food Res. Technol. 2009, 229, 397–401. [Google Scholar] [CrossRef]
- Ito, M.; Mizota, T.; Kitaguchi, T.; Ohno, K.; Ohba, T.; Tanaka, M. Simultaneous detection of eight species of tree nut in foods using two tetraplex polymerase chain reaction assays. Biosci. Biotechnol. Biochem. 2018, 82, 1985–1991. [Google Scholar] [CrossRef] [PubMed]
- European Commission. EUR 27021 EN. Guidelines for Sample Preparation Procedures in GMO Analysis; European Network of GMO Laboratories (ENGL); European Commission: Brussels, Belgium, 2014; Volume 38. [Google Scholar] [CrossRef]
- ISO. ISO 21571:2013. Foodstuffs—Methods of Analysis for the Detection of Genetically Modified Organisms and Derived Products—Nucleic Acid Extraction; International Organization for Standardization (ISO): Geneva, Switzerland, 2013. [Google Scholar]
- de Ronde, M.W.J.; Ruijter, J.M.; Lanfear, D.; Bayes-Genis, A.; Kok, M.G.M.; Creemers, E.E.; Pinto, Y.M.; Pinto-Sietsma, S.J. Practical data handling pipeline improves performance of qPCR-based circulating miRNA measurements. RNA 2017, 23, 811–821. [Google Scholar] [CrossRef]
- Waiblinger, H.U.; Grohmann, L. Guidelines for validation of DNA extraction methods applied in subsequent PCR analysis of food and feed products for the presence of genetically modified material. J. Verbrauch. Lebensm. 2014, 9, 183–190. [Google Scholar] [CrossRef]
- European Commission. EUR 29015 EN. Verification of Analytical Methods for GMO Testing when Implementing Interlaboratory Validated Methods; Version 2. European Network of GMO Laboratories (ENGL). JRC Scientific and Technical Reports Luxembourg; European Commission: Brussels, Belgium, 2017. [Google Scholar] [CrossRef]
- Torricelli, M.; Pierboni, E.; Tovo, G.R.; Rondini, C. In-House validation of a DNA extraction protocol from honey and bee pollen and analysis in fast real-time PCR of commercial honey samples using a knowledge-based approach. Food Anal. Methods 2016, 9, 3439–3450. [Google Scholar] [CrossRef]
- C-Value. Introduction to the Plant DNA C-Vaues Database. Available online: https://cvalues.science.kew.org (accessed on 18 June 2020).
- Arumuganathan, K.; Earle, E.D. Nuclear DNA content of some important plant species. Plant Mol. Biol. Report. 1991, 9, 208–218. [Google Scholar] [CrossRef]
- Broeders, S.; Huber, I.; Grohmann, L.; Berben, G.; Taverniers, I.; Mazzara, M.; Roosens, N.; Morisset, D. Guidelines for validation of qualitative real-time PCR methods. Trends Food Sci. Technol. 2014, 37, 115–126. [Google Scholar] [CrossRef]
- Pierboni, E.; Curcio, L.; Tovo, G.R.; Torricelli, M.; Rondini, C. Evaluation of systems for nopaline synthase terminator in fast and standard real-time PCR to screen genetically modified organisms. Food Anal. Methods 2016, 9, 1009–1019. [Google Scholar] [CrossRef]
- European Commission. JRC95544. Definition of Minimum Performance Requirements for Analytical Methods of GMO Testing; European Network of GMO Laboratories (ENGL); European Commission: Brussels, Belgium, 2015. [Google Scholar]
- Huggett, J.F.; Foy, C.A.; Benes, V.; Emslie, K.; Garson, J.A.; Haynes, R.; Hellemans, J.; Kubista, M.; Mueller, R.D.; Nolan, T.; et al. The digital MIQE guidelines: Minimum information for publication of quantitative digital PCR experiments. Clin. Chem. 2013, 59, 892–902. [Google Scholar] [CrossRef] [PubMed]
- Köppel, R.; Bucher, T. Rapid establishment of droplet digital PCR for quantitative GMO analysis. Eur. Food Res. Technol. 2015, 241, 427–439. [Google Scholar] [CrossRef]
Allergen | Target gene | GenBank | System Name | Oligonucleotide Sequence 5′-3′ | Reference |
---|---|---|---|---|---|
sesame | 2S-albumin | AF240005.1 | ses-PG-F | AGTTCAGGTCCTGCCAGAGGTA | This work |
ses-PG-R | CATTTCCAGAACTTCATCCTCTTCA | ||||
ses-PG-P | FAM-TTGTCGCAAGGACGCAGCCCA-BHQ1 | ||||
pistachio_a | 2S-albumin | DQ631675.1 | pisa-PG-F | CCTATCTGCCTTCGCATTCC | This work |
pisa-PG-R | CCACAGTAGCGCGGTAGATG | ||||
pisa-PG-P | FAM-AGGCATTGGCCGCCAGGATG-BHQ1 | ||||
pistachio_b | 2S-albumin | DQ631675.1 | pisb-PG-F | CACTGCCAAATGTACGTGCAA | This work |
pisb-PG-R | GTGAGCGAGTGTCCGTCTTG | ||||
pisb-PG-P | FAM-CTCTTCTGGACCTCCT-MGB | ||||
macadamia nut | vicilin-AMP | AF161883.1 | mac-PG-F | GAGCCGTACCTCAGTACCTTCAG | This work |
mac-PG-R | CACCCCACGCAGCTTCTC | ||||
mac-PG-P | FAM- CGAGGCTGCGCTCAACACACAAAC-BHQ1 |
Commercial Samples | System | ||||||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Actin | Sesame | Pistachio | Macadamia Nut | ||||||||||||
Mean Cq | SDr | DiL | NDiL | PAL | Cq | DiL | NDiL | PAL | Cq (a) | Cq (b) | DiL | NDiL | PAL | Cq | |
vegeterian burger | 22.84 | 0.44 | x | n.d. | x | n.d. | n.d. | x | n.d. | ||||||
integral toasted bread | 25.25 | 0.11 | x | n.d. | x | n.d. | n.d. | x | n.d. | ||||||
cereal biscuits with yogurt | 24.64 | 0.52 | x | n.d. | x | n.d. | n.d. | x | n.d. | ||||||
cous cous | 23.24 | 0.91 | x | n.d. | x | x | n.d. | ||||||||
mixed nuts | 28.27 | 0.00 | x | x | x | n.d. | |||||||||
muesli with fruits and oil seed | 24.28 | 0.71 | x | n.d. | x | n.d. | n.d. | x | n.d. | ||||||
milk chocolate | 34.02 | 0.53 | x | x | n.d. | n.d. | x | ||||||||
wafer with vanila cream | 25.94 | 0.09 | x | n.d. | x | n.d. | n.d. | x | n.d. | ||||||
pesto genovese | 30.13 | 0.28 | x | n.d. | x | n.d. | n.d. | x | n.d. | ||||||
pistachio icecream | 34.18 | 0.08 | x | x | 23.98 | 23.7 | x | ||||||||
24.19 | 23.93 | ||||||||||||||
pistachio cream | 23.47 | 0.20 | x | x | 20.48 | 20.23 | x | n.d. | |||||||
20.16 | 20.67 | ||||||||||||||
rustic slice | 29.57 | 0.16 | x | n.d. | x | 20.11 | 19.7 | x | |||||||
20.09 | 19.74 | ||||||||||||||
roasted and salted pistachio | 29.22 | 0.15 | x | x | 26.56 | 26.35 | x | n.d. | |||||||
27.71 | 26.54 | ||||||||||||||
pistachio yogurt | n.d. | n.d. | x | x | 30.74 | 30.36 | x | ||||||||
30.75 | 30.19 | ||||||||||||||
"tarallucci" snack | 23.95 | 0.66 | x | n.d. | x | 37.15 | 37.7 | x | |||||||
38.02 | 36.76 | ||||||||||||||
biscuits | 29.41 | 0.14 | x | n.d. | x | n.d. | 39 | x | |||||||
37.15 | |||||||||||||||
4 nuts cream | 35.54 | 2.62 | x | x | x | ||||||||||
rice snack | 31.27 | 1.34 | x | 34.75 | x | x | |||||||||
35.05 | |||||||||||||||
breadstick | 24.39 | 0.60 | x | 21.53 | x | x | |||||||||
22.22 | |||||||||||||||
snack bar | 28.60 | 3.24 | x | 20.99 | x | x | |||||||||
20.27 | |||||||||||||||
tofu | 26.78 | 1.04 | x | 27.76 | x | x | |||||||||
28.06 | |||||||||||||||
integral cereals | 23.20 | 1.03 | x | 24.57 | x | x | |||||||||
26.00 | |||||||||||||||
tarallucci salt snack (SS) | 27.31 | 0.62 | 27.25 | ||||||||||||
28.08 | |||||||||||||||
breadstick (SS) | 23.64 | 0.57 | 24.51 | ||||||||||||
25.28 | |||||||||||||||
integral toasted bread (SS) | 24.75 | 0.59 | 25.11 | ||||||||||||
25.81 | |||||||||||||||
wafer with vanilla cream (SS) | 24.33 | 0.41 | 24.78 | ||||||||||||
25.29 | |||||||||||||||
cereal biscuits filled with yogurt (SS) | 24.47 | 1.14 | 25.38 | ||||||||||||
26.54 |
Sample | Family Name | Scientific Name | Sesame | Pistachio (a–b) | Macadamia Nut |
---|---|---|---|---|---|
cashew nut | Anacardiaceae | Anacardium occidentale | n.d. | n.d. | n.d. |
peanut | Fabaceae | Arachis hypogaea | n.d. | n.d. | n.d. |
oat | Poaceae | Avena sativa | n.d. | n.d. | n.d. |
crustacean | Nephropidae | Nephrops norvegicus | n.d. | n.d. | n.d. |
spelt | Poaceae | Triticum monococcum | n.d. | n.d. | n.d. |
wheat | Poaceae | Triticum aestivum | n.d. | n.d. | n.d. |
wheat | Poaceae | Triticum duro | n.d. | n.d. | n.d. |
kamut | Poaceae | Triticum turgidum | n.d. | n.d. | n.d. |
cow | Bovidae | Bos taurus | n.d. | n.d. | n.d. |
lupine | Fabaceae | Lupinus albus | n.d. | n.d. | n.d. |
almond | Rosaceae | Prunus dulcis | n.d. | n.d. | n.d. |
molluscs | Octopodidae | Octopus vulgaris | n.d. | n.d. | n.d. |
hazelnut | Betulaceae | Corylus avellana | n.d. | n.d. | n.d. |
walnut | Juglandaceae | Juglans regia | n.d. | n.d. | n.d. |
Brazil nut | Lecythidaceae | Bertholletia excelsa | n.d. | n.d. | n.d. |
macadamia nut | Proteaceae | Macadamia intergrifolia | n.d. | n.d. | 22.5 Cq |
pecan nut | Juglandaceae | Carya illinoinensis | n.d. | n.d. | n.d. |
barley | Poaceae | Hordeum vulgare | n.d. | n.d. | n.d. |
fish | Salmonidae | Salmo salar | n.d. | n.d. | n.d. |
pine nut | Pinaceae | Pinus pinea | n.d. | n.d. | n.d. |
pistachio | Anacardiaceae | Pistacia vera | n.d. | 20.3 Cq | n.d. |
rice | Poaceae | Oryza sativa | n.d. | n.d. | n.d. |
celery | Apiacea | Apium graveolens | n.d. | n.d. | n.d. |
rye | Poaceae | Secale cereale | n.d. | n.d. | n.d. |
linseed | Linaceae | Linum usitatissimum | n.d. | n.d. | n.d. |
mustard | Brassicaceae | Brassica alba | n.d. | n.d. | n.d. |
sesame | Pedaliaceae | Sesamum indicum | 21.6 Cq | n.d. | n.d. |
soybean | Fabaceae | Glycine max | n.d. | n.d. | n.d. |
chicken | Phasianidae | Gallus gallus | n.d. | n.d. | n.d. |
pink pepper | Anacardiaceae | Schinus molle | n.t. | n.d. | n.t. |
mango | Anacardiaceae | Mangifera indica | n.t. | n.d. | n.t. |
Allergen System | LOD10 | LOD95 pos/60 | |||||
---|---|---|---|---|---|---|---|
ng | pos | mean Cq | SDr (Cq) | ΔCq | RSDr % (ng) | ||
sesame | 0.310 | 10/10 | 30.70 | 0.16 | 1.20 | 9.63 | |
0.155 | 10/10 | 31.90 | 0.21 | 1.19 | 12.77 | ||
0.078 | 10/10 | 33.08 | 0.19 | 1.18 | 11.63 | ||
0.039 | 10/10 | 34.26 | 0.19 | 0.94 | 11.69 | ||
0.019 | 10/10 | 35.20 | 0.20 | 1.01 | 11.47 | ||
0.010 | 10/10 | 36.21 | 0.47 | 1.48 | 26.73 | ||
0.005 | 10/10 | 37.68 | 0.45 | 0.58 | 28.26 | 60/60 | |
0.002 | 10/10 | 38.27 | 0.58 | 0.66 | 33.87 | 57/60 | |
0.001 | 9/10 | 38.92 | 0.65 | n.v. | n.v. | ||
pistachio_a | 0.120 | 10/10 | 30.47 | 0.13 | 0.90 | 8.72 | |
0.060 | 10/10 | 31.37 | 0.14 | 0.92 | 9.37 | ||
0.030 | 10/10 | 32.29 | 0.28 | 1.12 | 17.86 | ||
0.015 | 10/10 | 33.41 | 0.52 | 1.11 | 34.13 | ||
0.008 | 10/10 | 34.52 | 0.50 | 0.82 | 32.87 | ||
0.004 | 10/10 | 35.33 | 0.67 | 1.72 | 35.23 | 59/60 | |
0.002 | 10/10 | 37.06 | 1.07 | 0.76 | 72.62 | 54/60 | |
0.001 | 7/10 | 37.82 | 1.03 | 0.15 | n.v. | ||
0.0005 | 5/10 | 37.97 | 1.24 | n.v. | n.v. | ||
pistachio_b | 0.120 | 10/10 | 29.92 | 0.15 | 1.13 | 9.10 | |
0.060 | 10/10 | 31.05 | 0.15 | 1.08 | 8.81 | ||
0.030 | 10/10 | 32.13 | 0.30 | 1.07 | 16.90 | ||
0.015 | 10/10 | 33.20 | 0.26 | 1.54 | 15.86 | ||
0.008 | 10/10 | 34.74 | 0.77 | 0.94 | 36.55 | 60/60 | |
0.004 | 7/10 | 35.68 | 0.70 | 1.28 | n.v. | 60/60 | |
0.002 | 5/10 | 36.96 | 0.66 | 1.30 | n.v. | 52/60 | |
0.001 | 3/10 | 38.25 | 0.84 | n.v. | n.v. | ||
0.0005 | 0/10 | n.v. | n.v | n.v. | n.v. | ||
macadamia nut | 0.800 | 10/10 | 29.35 | 0.07 | 1.12 | 4.25 | |
0.400 | 10/10 | 30.47 | 0.08 | 0.96 | 5.34 | ||
0.200 | 10/10 | 31.43 | 0.14 | 1.33 | 8.67 | ||
0.100 | 10/10 | 32.76 | 0.23 | 0.98 | 15.49 | ||
0.050 | 10/10 | 33.74 | 0.23 | 1.07 | 14.54 | ||
0.025 | 10/10 | 34.81 | 0.52 | 1.06 | 25.95 | ||
0.013 | 10/10 | 35.87 | 0.49 | 1.57 | 30.08 | ||
0.006 | 10/10 | 37.45 | 0.73 | 0.39 | 37.15 | 60/60 | |
0.003 | 8/10 | 37.83 | 0.90 | n.v. | n.v. | 56/60 |
Ta | run 1 | run 2 | |
---|---|---|---|
60 °C | 61 °C | ||
Allergen system | A | B | |
Cq | Cq | Cq | |
sesame | 35.1 | 35.0 | 35.0 |
35.2 | 34.5 | 35.0 | |
34.8 | 34.9 | 34.6 | |
pistachio_a | 33.7 | 31.5 | 31.6 |
34.4 | 31.1 | 30.5 | |
33.3 | 31.5 | 31.4 | |
pistachio_b | 33.5 | 30.9 | 30.0 |
33.4 | 32.5 | 30.3 | |
33.2 | 31.2 | 29.6 | |
macadamia nut | 35.1 | 35.7 | 36.4 |
35.4 | 35.0 | 35.3 | |
35.5 | 35.2 | 35.0 |
© 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Torricelli, M.; Pierboni, E.; Rondini, C.; Altissimi, S.; Haouet, N. Sesame, Pistachio, and Macadamia Nut: Development and Validation of New Allergenic Systems for Fast Real-Time PCR Application. Foods 2020, 9, 1085. https://doi.org/10.3390/foods9081085
Torricelli M, Pierboni E, Rondini C, Altissimi S, Haouet N. Sesame, Pistachio, and Macadamia Nut: Development and Validation of New Allergenic Systems for Fast Real-Time PCR Application. Foods. 2020; 9(8):1085. https://doi.org/10.3390/foods9081085
Chicago/Turabian StyleTorricelli, Martina, Elisa Pierboni, Cristina Rondini, Serena Altissimi, and Naceur Haouet. 2020. "Sesame, Pistachio, and Macadamia Nut: Development and Validation of New Allergenic Systems for Fast Real-Time PCR Application" Foods 9, no. 8: 1085. https://doi.org/10.3390/foods9081085
APA StyleTorricelli, M., Pierboni, E., Rondini, C., Altissimi, S., & Haouet, N. (2020). Sesame, Pistachio, and Macadamia Nut: Development and Validation of New Allergenic Systems for Fast Real-Time PCR Application. Foods, 9(8), 1085. https://doi.org/10.3390/foods9081085