| Literature DB >> 35885397 |
Johannes Spörl1, Karl Speer2, Wolfgang Jira1.
Abstract
Food fraud is a common issue in the modern food industry. The undeclared use of foreign proteins in meat products is a major concern in this context. Oilseeds are ideal for this purpose due to their high protein content and since huge amounts of oil meal are obtained as a by-product of oil production. Therefore, a UHPLC-MS/MS method was developed for the simultaneous detection of chia, coconut, flaxseed, hemp, peanut, pumpkin, rapeseed, sesame, soy, and sunflower proteins in meat products. Potential tryptic peptide markers were identified by high-resolution mass spectrometry. The final twenty peptide markers selected, which are specific for one of the ten species targeted, were each measured by multiple reaction monitoring. To the best of our knowledge, twelve new heat-stable marker peptides for chia, coconut, flaxseed, pumpkin, rapeseed, sesame and sunflower have not been reported previously. Emulsion-type sausages with 0.01, 0.25, 0.50, 0.75 and 1.00% protein addition by each oilseed species were produced for matrix calibration. No false-positive results were recorded. In the quantification of the ten oilseed species, 466 of 480 measuring data points of the recovery rate in unknown sausages (0.15 and 0.85% protein addition by each oilseed species) were in the accepted range of 80-120%.Entities:
Keywords: food adulteration; food fraud; food safety; foreign protein; marker peptides; mass spectrometry; meat substitution; oilseeds
Year: 2022 PMID: 35885397 PMCID: PMC9323756 DOI: 10.3390/foods11142155
Source DB: PubMed Journal: Foods ISSN: 2304-8158
Batches and formulations of sausages with different concentrations of oilseed flours for processing series 1 (test sausages T1–T5: 0.0005, 0.001, 0.005, 0.01 and 0.1% oilseed protein, each) and processing series 2 (standard: S1a–S5a and S1b–S5b; unknown: U1a–U3a andU1b–U3b). Control batches were produced separately for processing series 1 and 2.
| Control | Processing Series 1 | Processing Series 2 | ||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Test Sausages | Standard Sausages | Unknown Sausages | ||||||||||||||||||||
| T1 | T2 | T3 | T4 | T5 | S1a | S1b | S2a | S2b | S3a | S3b | S4a | S4b | S5a | S5b | U1a | U1b | U2a | U2b | U3a | U3b | ||
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| Pork | 50 | 49.987 | 49.97 | 49.9 | 49.7 | 47.3 | 45.2 | 44.9 | 44.4 | 43.7 | 43.6 | 41.5 | 43.6 | 42.0 | 43.9 | 41.2 | 47.4 | 46.5 | 45.7 | 45.4 | 45.3 | 43.4 |
| Back fat | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 |
| Curing salt | 1.8 | 1.8 | 1.8 | 1.8 | 1.8 | 1.8 | 1.8 | 1.8 | 1.8 | 1.8 | 1.8 | 1.8 | 1.8 | 1.8 | 1.8 | 1.8 | 1.8 | 1.8 | 1.8 | 1.8 | 1.8 | 1.8 |
| Phosphate | 0.2 | 0.2 | 0.2 | 0.2 | 0.2 | 0.2 | 0.2 | 0.2 | 0.2 | 0.2 | 0.2 | 0.2 | 0.2 | 0.2 | 0.2 | 0.2 | 0.2 | 0.2 | 0.2 | 0.2 | 0.2 | 0.2 |
| Ice | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 | 24 |
| Flour mixture | - | 0.013 | 0.03 | 0.1 | 0.3 | 2.7 | 4.8 | 5.1 | 5.6 | 6.3 | 6.4 | 8.5 | 6.4 | 8.0 | 6.1 | 8.8 | 2.6 | 3.5 | 4.3 | 4.6 | 4.7 | 6.6 |
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| Chia | - | 0.0017 | 0.0034 | 0.017 | 0.034 | 0.34 | 0.03 | - | 0.85 | - | 1.69 | - | 2.54 | - | 3.39 | - | - | - | 0.50 | - | 2.88 | - |
| Coconut | - | 0.003 | 0.006 | 0.03 | 0.06 | 0.6 | - | 0.06 | - | 1.49 | - | 2.98 | - | 4.46 | - | 5.95 | - | - | - | 0.89 | - | 5.06 |
| Flaxseed | - | 0.0015 | 0.003 | 0.015 | 0.03 | 0.3 | 0.64 | - | 1.28 | - | 1.92 | - | 2.56 | - | 0.03 | - | 0.38 | - | 2.18 | - | - | - |
| Hemp | - | 0.0012 | 0.0024 | 0.012 | 0.024 | 0.24 | 1.18 | - | 1.78 | - | 2.37 | - | 0.02 | - | 0.59 | - | 2.01 | - | - | - | 0.36 | - |
| Peanut | - | 0.0012 | 0.0023 | 0.012 | 0.023 | 0.23 | - | 0.56 | - | 1.13 | - | 1.69 | - | 2.25 | - | 0.02 | - | 0.34 | - | 1.91 | - | - |
| Pumpkin | - | 0.0008 | 0.0017 | 0.008 | 0.017 | 0.17 | 1.27 | - | 1.69 | - | 0.02 | - | 0.42 | - | 0.84 | - | - | - | 0.25 | - | 1.44 | - |
| Rapeseed | - | 0.0017 | 0.0034 | 0.017 | 0.034 | 0.34 | - | 1.68 | - | 2.52 | - | 3.36 | - | 0.03 | - | 0.84 | - | 2.85 | - | - | - | 0.50 |
| Sesame | - | 0.0009 | 0.0019 | 0.009 | 0.019 | 0.19 | 1.65 | - | 0.02 | - | 0.41 | - | 0.83 | - | 1.24 | - | 0.25 | - | 1.40 | - | - | - |
| Soy | - | 0.0006 | 0.0012 | 0.006 | 0.012 | 0.12 | - | 0.89 | - | 1.18 | - | 0.01 | - | 0.30 | - | 0.59 | - | - | - | 0.18 | - | 1.01 |
| Sunflower | - | 0.0005 | 0.001 | 0.005 | 0.01 | 0.1 | - | 1.92 | - | 0.02 | - | 0.48 | - | 0.96 | - | 1.44 | - | 0.29 | - | 1.63 | - | - |
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| Chia | - | 0.0005 | 0.001 | 0.005 | 0.01 | 0.1 | 0.01 | - | 0.25 | - | 0.50 | - | 0.75 | - | 1.0 | - | - | - | 0.15 | - | 0.85 | - |
| Coconut | - | 0.0005 | 0.001 | 0.005 | 0.01 | 0.1 | - | 0.01 | - | 0.25 | - | 0.50 | - | 0.75 | - | 1.0 | - | - | - | 0.15 | - | 0.85 |
| Flaxseed | - | 0.0005 | 0.001 | 0.005 | 0.01 | 0.1 | 0.25 | - | 0.50 | - | 0.75 | - | 1.0 | - | 0.01 | - | 0.15 | - | 0.85 | - | - | - |
| Hemp | - | 0.0005 | 0.001 | 0.005 | 0.01 | 0.1 | 0.50 | - | 0.75 | - | 1.0 | - | 0.01 | - | 0.25 | - | 0.85 | - | - | - | 0.15 | - |
| Peanut | - | 0.0005 | 0.001 | 0.005 | 0.01 | 0.1 | - | 0.25 | - | 0.50 | - | 0.75 | - | 1.0 | - | 0.01 | - | 0.15 | - | 0.85 | - | - |
| Pumpkin | - | 0.0005 | 0.001 | 0.005 | 0.01 | 0.1 | 0.75 | - | 1.0 | - | 0.01 | - | 0.25 | - | 0.50 | - | - | - | 0.15 | - | 0.85 | - |
| Rapeseed | - | 0.0005 | 0.001 | 0.005 | 0.01 | 0.1 | - | 0.50 | - | 0.75 | - | 1.0 | - | 0.01 | - | 0.25 | - | 0.85 | - | - | - | 0.15 |
| Sesame | - | 0.0005 | 0.001 | 0.005 | 0.01 | 0.1 | 1.0 | - | 0.01 | - | 0.25 | - | 0.50 | - | 0.75 | - | 0.15 | - | 0.85 | - | - | - |
| Soy | - | 0.0005 | 0.001 | 0.005 | 0.01 | 0.1 | - | 0.75 | - | 1.0 | - | 0.01 | - | 0.25 | - | 0.50 | - | - | - | 0.15 | - | 0.85 |
| Sunflower | 0.0005 | 0.001 | 0.005 | 0.01 | 0.1 | - | 1.0 | - | 0.01 | - | 0.25 | - | 0.50 | - | 0.75 | - | 0.15 | - | 0.85 | - | - | |
Figure 1Experimental workflow for the sample preparation of oilseed meals (plant material) for LC-HR-MS/MS and emulsion-type sausages with added oilseed protein (meat material) for LC-LR-MS/MS.
Parameters of the scheduled MRM method (MRM detection window was set to 40s; CE = collision energy; CXP = cell exit potential; DP = declustering potential). The product ions are listed in decreasing intensity. Peptide 1 represents the quantifier, peptide 2 the qualifier (Section 3.2). * Homologies to mustard (Brassica juncea, Brassica nigra, and Sinapis alba) were detected experimentally.
| Peptide Marker | tR [Min] | DP [V] | Product Ions | CE [V] | CXP [V] | ||
|---|---|---|---|---|---|---|---|
| Chia 1 | GPIVIVEK | 3.39 ± 0.01 | 41 | 427.8 (+2) | 587.4 (y5), 488.3 (y4), 700.5 (y6) | 19/19/17 | 42/22/36 |
| Chia 2 | ELQVIKPPFR | 4.99 ± 0.01 | 116 | 409.6 (+3) | 322.7 (y5+2), 516.3 (y4), 428.8 (y72+) | 13/17/15 | 24/28/20 |
| Coconut 1 | EVDEVLNAPR | 3.31 ± 0.01 | 100 | 571.3 (+2) | 457.3 (y4), 913.5 (y8), 343.2 (y3) | 25/23/23 | 26/50/24 |
| Coconut 2 | LNALEPTR | 2.31 ± 0.01 | 71 | 457.3 (+2) | 502.3 (y4), 373.2 (y3), 686.4 (y6) | 21/21/17 | 32/18/32 |
| Flaxseed 1 | FFLAGNPQR | 4.13 ± 0.01 | 86 | 525.3 (+2) | 746.4 (y6), 409.2 (y72+), 618.4 (y5) | 29/27/27 | 50/28/28 |
| Flaxseed 2 | LLYVDQGR | 2.93 ± 0.01 | 91 | 482.3 (+2) | 737.4 (y6), 360.2 (y3), 574.3 (y5) | 21/33/25 | 42/20/32 |
| Hemp 1 | GTLDLVSPLR [ | 5.98 ± 0.02 | 90 | 535.8 (+2) | 472.3 (y4), 571:4 (y5), 799.5 (y7) | 25/23/29 | 22/18/46 |
| Hemp 2 | ILAESFNVDTELAHK [ | 5.45 ± 0.01 | 100 | 562.9 (+3) | 730.9 (y132+), 813.4 (y7), 787.4 (y142+) | 19/25/21 | 36/40/54 |
| Peanut 1 | FNLAGNHEQEFLR [ | 4.75 ± 0.01 | 61 | 525.6 (+3) | 262.1 (b2), 657.3 (y112+), 600.8 (y102+) | 23/23/23 | 14/40/16 |
| Peanut 2 | WLGLSAEYGNLYR [ | 7.14 ± 0.01 | 16 | 771.4 (+2) | 272.2 (a2), 300.2 (b2),357.2 (b3) | 39/35/39 | 14/18/18 |
| Pumpkin 1 | VLAEIFNINVETAR | 7.69 ± 0.01 | 95 | 794.9 (+2) | 413.2 (b3), 689.4 (y6) 1063.6 (y9) | 35/37/35 | 20/38/46 |
| Pumpkin 2 | LVFVAQGFGIR [ | 7.08 ± 0.01 | 75 | 603.9 (+2) | 748.4 (y7), 497.8 (y92+), 360.2 (b3) | 29/23/29 | 48/24/20 |
| Rapeseed 1 | NLRPFLIAGNNPQGQQWLQGR | 6.72 ± 0.01 | 171 | 803.1 (+2) | 599.3 (y102+), 360.2 (y3), 473.3 (y4) | 33/33/37 | 36/18/30 |
| Rapeseed 2 * | QQQGQQGQQLQQVISR | 3.45 ± 0.01 | 116 | 618.7 (+2) | 730.4 (y6), 602.3 (y5), 375.2 (y3) | 29/25/27 | 36/32/20 |
| Sesame 1 | AFYLAGGVPR [ | 4.99 ± 0.01 | 91 | 525.8 (+2) | 485.3 (y5), 382.2 (b3), 566.3 (b5) | 23/21/19 | 28/24/30 |
| Sesame 2 | LVLPEYGR | 4.88 ± 0.01 | 71 | 473.8 (+2) | 621.3 (y5), 367.7 (y62+), 326.2 (b3) | 21/19/17 | 28/18/20 |
| Sunflower 1 | FPILEHLQLSAER [ | 6.55 ± 0.02 | 100 | 518.3 (+3) | 469.3 (y123+), 703.4 (y122+), 654.9 (y112+) | 25/25/23 | 24/30/32 |
| Sunflower 2 | FPILEHLR | 4.95 ± 0.01 | 76 | 342.2 (+3) | 439.3 (y72+), 667.4 (y5), 390.7 (y62+) | 15/19/15 | 20/38/16 |
| Soy 1 | FYLAGNQEQEFLK [ | 6.10 ± 0.02 | 36 | 793.9 (+2) | 311.1 (b2), 424.2 (b3); 638.7 (y112+) | 41/35/33 | 18/26/38 |
| Soy 2 | EAFGVNMQIVR [ | 5.85 ± 0.02 | 61 | 632.3 (+2) | 760.4 (y6), 387.3 (y3), 532.3 (y92+) | 29/29/27 | 38/22/34 |
Figure 2Workflow for the identification of (a) peptides for chia, coconut, flaxseed, hemp, pumpkin, rapeseed, sesame and sunflower via database search, and (b) de novo peptides for flaxseed and rapeseed due to the low abundance of peptides identified by (a).
Figure 3Chromatograms of the peptide marker flaxseed 2 (LIYVDQGR) in tryptic digests of test sausage T5 (Table 1) applying a flat LC-gradient. (A) unspiked; (B) spiked with synthesized peptide LIYVDQGR; (C) spiked with synthesized peptide ILYVDQGR.
Figure 4Chromatograms of the peptides NLRPFLIAGNNPQGQQWLQGR (rapeseed 1, RT: 22.5 min) and NLRPFLLAGNNPQGQQWLQGR (isomer to rapeseed 1, tR: 22.9 min) in the different pure plant flours of rapeseed (Brassica napus), white mustard (Sinapis alba), brown mustard (Brassica juncea), and black mustard (Brassica nigra).
Figure 5Chromatogram of the peptide markers for the oilseeds and the meat matrix in the test sausage T5 (0.1% oilseed protein, Table 1).
Limits of detection (LOD), mean coefficients of determination (R2) of the regression between the concentration of oilseed protein and the peak area of the peptide markers (a) (N = 6, each), and relative standard deviations (RSD) of the ratio of the lowest to the highest intensive mass transition each (b), and the repeatability of the peak area at varying concentrations of oilseed protein in the standard sausages of processing series 2 (c) as criteria for the suitability of the peptide markers for the quantification; gray marking = RSD ≥ 20%.
| Peptide Marker | Concentration of Oilseed Protein [%] | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0.01 | 0.25 | 0.5 | 0.75 | 1.0 | 0.01 | 0.25 | 0.5 | 0.75 | 1.0 | |||
| LOD [%] | R2 (a) | RSD [%] of the Mass Transition Ratio (b) | RSD [%] of the Repeatability (c) | |||||||||
| Chia 1 | 0.005 | 0.987 | 4 | 2 | 2 | 3 | 3 | 16 | 9 | 8 | 9 | 11 |
| Chia 2 | 0.978 | 13 | 3 | 3 | 3 | 2 | 16 | 11 | 13 | 14 | 11 | |
| Coconut 1 | 0.005 | 0.993 | 2 | 6 | 14 | 7 | 6 | 8 | 12 | 9 | 10 | 9 |
| Coconut 2 | 0.921 | 2 | 1 | 10 | 1 | 11 | 9 | 10 | 11 | 10 | 6 | |
| Flaxseed 1 | 0.0005 | 0.994 | 3 | 2 | 1 | 2 | 1 | 6 | 4 | 4 | 7 | 6 |
| Flaxseed 2 | 0.980 | 2 | 14 | 7 | 1 | 1 | 5 |
| 5 | 6 | 5 | |
| Hemp 1 | 0.001 | 0.966 | 2 | 2 | 2 | 3 | 4 | 13 | 13 | 10 | 9 | 10 |
| Hemp 2 | 0.958 | 2 | 3 | 5 | 5 | 5 | 14 | 14 | 10 | 9 | 12 | |
| Peanut 1 | 0.001 | 0.988 | 7 | 3 | 4 | 8 | 9 | 12 | 9 | 10 | 9 | 7 |
| Peanut 2 | 0.991 | 7 | 15 | 5 | 5 | 8 | 14 | 18 | 11 | 13 | 13 | |
| Pumpkin 1 | 0.005 | 0.983 | 10 | 2 | 2 | 2 | 3 | 18 | 15 | 21 |
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| Pumpkin 2 | 0.914 | 4 | 3 | 2 | 2 | 2 |
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| Rapeseed 1 | 0.01 | 0.976 | 10 | 14 | 12 | 5 | 11 | 9 | 13 | 13 | 7 | 15 |
| Rapeseed 2 | 0.957 | 10 | 9 | 10 | 5 |
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| 16 | 16 | 16 | |
| Sesame 1 | 0.001 | 0.995 | 2 | 2 | 1 | 2 | 1 | 12 | 16 | 9 | 11 | 9 |
| Sesame 2 | 0.990 | 2 | 1 | 2 | 1 | 1 | 10 | 4 | 4 | 5 | 3 | |
| Soy 1 | 0.005 | 0.993 | 3 | 3 | 4 | 2 | 2 | 5 | 10 | 14 | 3 | 7 |
| Soy 2 | 0.986 | 5 | 13 | 5 | 13 | 15 | 15 | 20 | 16 | 5 | 14 | |
| Sunflower 1 | 0.005 | 0.994 | 4 | 2 | 2 | 8 | 10 | 13 | 10 | 12 | 11 | 15 |
| Sunflower 2 | 0.976 | 4 | 2 | 13 | 4 | 5 |
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Figure 6Recovery rates of the oilseed peptides in emulsion-type sausages (0.15 and 0.85% protein) quantified with standard sausages (0.01–1.0% oilseed protein content). Both concentration levels (0.15 and 0.85%) were measured in duplicate from two different sausage samples and three independent sample preparations: box plots are from twelve measurements. The gray areas represent the accepted range of 80–120%.