| Literature DB >> 35889516 |
Wen-Jie Wu1, Li-Feng Li1,2, Hau-Yee Fung1, Hui-Yuan Cheng1, Hau-Yee Kong1, Tin-Long Wong1, Quan-Wei Zhang1, Man Liu1, Wan-Rong Bao1, Chu-Ying Huo1, Shangwei Guo3, Haibin Liu3, Xiangshan Zhou3,4, Deng-Feng Gao2, Quan-Bin Han1,2.
Abstract
Donkey-hide gelatin, also called Ejiao (colla corii asini), is commonly used as a food health supplement and valuable Chinese medicine. Its growing popular demand and short supply make it a target for fraud, and many other animal gelatins can be found as adulterants. Authentication remains a quality concern. Peptide markers were developed by searching the protein database. However, donkeys and horses share the same database, and there is no specific marker for donkeys. Here, solutions are sought following a database-independent strategy. The peptide profiles of authentic samples of different animal gelatins were compared using LC-QTOF-MS/MS. Fourteen specific markers, including four donkey-specific, one horse-specific, three cattle-specific, and six pig-specific peptides, were successfully found. As these donkey-specific peptides are not included in the current proteomics database, their sequences were determined by de novo sequencing. A quantitative LC-QQQ multiple reaction monitoring (MRM) method was further developed to achieve highly sensitive and selective analysis. The specificity and applicability of these markers were confirmed by testing multiple authentic samples and 110 batches of commercial Ejiao products, 57 of which were found to be unqualified. These results suggest that these markers are specific and accurate for authentication purposes.Entities:
Keywords: Ejiao; authentication; database-independent strategy; de novo sequencing; gelatin; peptide marker
Mesh:
Substances:
Year: 2022 PMID: 35889516 PMCID: PMC9318382 DOI: 10.3390/molecules27144643
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.927
Figure 1Strategies developed for screening specific peptides. (A) Proteomic strategy; (B) our strategy. Our strategy (B) directly finds specific peptides by comparing the peptide profiles between authentic and fake samples. In contrast, conventional proteomic strategy (A) finds specific peptides by searching the related protein database.
Figure 2Selected ions from LC-Q-TOF-MS base peak chromatograms (BPC) in the scan range of m/z 100–1200 of the trypsin hydrolysates of the reference material of donkey skin gelatin.
Figure 3Extracted ion chromatograms of specific marker ions for four animal gelatins. The mass accuracy is 0.1 Da.
The specific marker ions found in the peptide fragments produced from trypsin digestion of different animal skin gelatins by LC-Q-TOF-MS analysis.
| Marker Ion | Retention Time (min) | Charge a | Donkey | Horse | Cattle | Pig | ||
|---|---|---|---|---|---|---|---|---|
| Donkey | DM1 | 518.2695 | 18.92 | 4 | ✚ b | - b | - | - |
| DM2 | 675.6632 | 23.36 | 3 | ✚ | - | - | - | |
| DM3 | 761.3672 | 24.24 | 3 | ✚ | - | - | - | |
| DM4 | 766.6952 | 23.36 | 3 | ✚ | - | - | - | |
| DM5 | 774.0218 | 23.36 | 3 | ✚ | - | - | - | |
| DM6 | 784.3392 | 23.36 | 3 | ✚ | - | - | - | |
| DM7 | 854.0603 | 27.08 | 3 | ✚ | - | - | - | |
| Horse | HM1 | 386.2108 | 10.36 | 2 | - | ✚ | - | - |
| Cattle | CM1 | 596.8454 | 18.90 | 2 | - | - | ✚ | - |
| CM2 | 604.8556 | 17.84 | 2 | - | - | ✚ | - | |
| CM3 | 766.8957 | 18.34 | 2 | - | - | ✚ | - | |
| Pig | PM1 | 419.2446 | 14.04 | 2 | - | - | - | ✚ |
| PM2 | 490.5942 | 14.40 | 3 | - | - | - | ✚ | |
| PM3 | 693.8432 | 26.70 | 2 | - | - | - | ✚ | |
| PM4 | 713.6902 | 17.79 | 3 | - | - | - | ✚ | |
| PM5 | 773.9237 | 18.51 | 2 | - | - | - | ✚ | |
| PM6 | 774.9121 | 17.79 | 2 | - | - | - | ✚ |
a These marker ions showed two/three/four charges and were deduced to be peptides. b “✚” indicates the existence of the individual markers. “-” means that the specific marker was not detected. The mass accuracy was set as 0.1 Da.
Specificity evaluation of the published peptide markers of donkey-hide gelatin by LC-Q-TOF-MS analysis.
| No. | Charge | Donkey | Horse | Cattle | Pig | References | |
|---|---|---|---|---|---|---|---|
| 1 | 393.2 | 2 | ✚ c | ✚ | ✚ | - c | [ |
| 2 | 469.244 | 2 | ✚ | ✚ | - | - | [ |
| 3 | 469.25 a | 2 | ✚ | ✚ | - | - | [ |
| 4 | 523.2746 | 2 | ✚ | ✚ | ✚ | ✚ | [ |
| 5 | 539.774 | 2 | ✚ | ✚ | - | - | [ |
| 6 | 539.8 a | 2 | ✚ | ✚ | - | - | [ |
| 7 | 570.2882 | 2 | ✚ | ✚ | ✚ | ✚ | [ |
| 8 | 570.2891 | 2 | ✚ | ✚ | ✚ | ✚ | [ |
| 9 | 618.35 a | 2 | ✚ | ✚ | - | - | [ |
| 10 | 618.795 | 2 | ✚ | ✚ | - | - | [ |
| 11 | 631.8045 | 2 | - | - | - | - | [ |
| 12 | 649.3408 | 3 | ✚ | ✚ | - | - | [ |
| 13 | 660.3151 | 2 | - | - | - | - | [ |
| 14 | 661.5864 | 4 | - | - | - | - | [ |
| 15 | 664.8349 | 2 | ✚ | ✚ | ✚ | ✚ | [ |
| 16 | 680.3351 | 2 | - | - | - | - | [ |
| 17 | 690.6957 | 3 | - | - | - | - | [ |
| 18 | 724.8451 | 2 | - | - | - | - | [ |
| 19 | 733.3581 | 2 | ✚ | ✚ | - | - | [ |
| 20 | 751.3628 | 2 | - | - | - | - | [ |
| 21 | 765.8 | 2 | - | - | - | - | [ |
| 22 | 765.8556 | 2 | ✚ | ✚ | - | - | [ |
| 23 | 765.867 | 2 | ✚ | ✚ | - | - | [ |
| 24 | 765.9142 | 2 | ✚ | ✚ | - | - | [ |
| 25 | 766.4 | 2 | ✚ | ✚ | - | - | [ |
| 26 | 767.7234 b | 3 | - | - | - | - | [ |
| 27 | 802.9325 | 2 | ✚ | ✚ | - | - | [ |
| 28 | 806.1683 | 4 | - | - | - | - | [ |
| 29 | 902.4576 | 2 | ✚ | ✚ | - | - | [ |
| 30 | 910.4554 | 2 | - | - | - | - | [ |
| 31 | 921.4649 | 2 | ✚ | ✚ | - | - | [ |
| 32 | 1073.08 | 2 | - | - | - | - | [ |
a The marker peptide is from Chinese Pharmacopeia (2020 edition). b The marker (m/z 767.7234) has a low intensity in donkey-hide gelatin (103). Moreover, it failed to be distinguished from the marker’s isotope (m/z = 767.6991, Figure 5A) (m/z = 766.6952, DM4) due to mass accuracy. c “✚” indicates the existence of the individual markers. “-” means that the specific marker was not detected. The mass accuracy was set as 0.1 Da. A marker of the animal gelatin confirmed must satisfy the following criteria: (1) the specific peak was found; (2) the specific peak shows a high intensity (≥104).
Specificity evaluation of 6 markers found in authentic donkey sample by searching protein databases. All were also found in the authentic horse sample.
| No. a | RT (min) | Charge | Horse | Cattle | Pig | |
|---|---|---|---|---|---|---|
| 1 | 427.7377 | 10.96 | 2 | ✚ | - | - |
| 2 | 434.7462 | 10.56 | 2 | ✚ | - | - |
| 3 | 469.2702 | 13.12 | 2 | ✚ | - | - |
| 4 | 492.5830 | 12.15 | 3 | ✚ | - | - |
| 5 | 552.6176 | 12.69 | 3 | ✚ | - | - |
| 6 | 746.8774 | 13.75 | 3 | ✚ | - | - |
a After LC-Q-TOF-MS/MS analysis, the corresponding original data were searched against Bos taurus (cattle), Sus scrofa (Pig), and Equus (donkey and horse) protein databases downloaded from UniProt KB (8 January 2022). By searching protein databases, peptides with 99% confidence, which means that 99 correct peptides and 1 incorrect, were selected. Then, by comparing these high-confidence peptides from four animal skins, donkey-specific markers were screened. These makers ranked on the high-confidence peptide list of donkey skin, but not in that of horse, cattle, or pig skin. “✚” indicates the existence of the individual markers. “-” means that the specific marker was not detected.
Figure 4The sequence of four donkey-specific marker peptides identified by de novo sequencing (in PEAKS Studio software using a tolerance of precursor and fragment mass of 0.1 Da), including (A) DM1, KCSLDYGKDHEPVQVGPR; (B) DM2, CFWKYNGLPGSAFCFDK; (C) DM3, NPTWNKPKPAYGHAGVGSMK; (D) DM4, RTMWPFFEALCGGFGASNHK.
Figure 5MS and MS/MS spectra of representative high-sensitivity marker for each animal species, including (A) donkey-specific marker 4, (B) horse-specific marker 1, (C) cattle-specific marker 2 and (D) pig-specific marker 2. Peptide sequences of (B–D) are obtained by searching protein databases. By comparing with Skyline software, their matched b and y ions are indicated.
The precursor ion, retention time, product ion, and collision energy of the selected species-specific markers.
| No. a | Precursor Ion ( | Retention Time (min) | Charge | Fragmentor | Quantitative Product Ion ( | Collision Energy (eV) | Qualitative Product Ion ( | Collision Energy (eV) | Species |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 766.6 | 6.8 | 3 | 140 | 535.2 | 30 | 478.2 | 30 | Donkey |
| 2 | 761.4 | 7.2 | 3 | 160 | 598.3 | 20 | 478.2 | 30 | Donkey |
| 3 | 469.3 | 2.8 | 2 | 110 | 712.3 | 10 | 783.4 | 15 | Donkey |
| 4 | 618.4 | 2.8 | 2 | 130 | 779.4 | 20 | 850.4 | 20 | Donkey |
| 5 | 386.3 | 2.0 | 2 | 90 | 499.3 | 3 | 556.3 | 5 | Horse |
| 6 | 604.8 | 4.8 | 2 | 130 | 910.5 | 25 | 570.3 | 20 | Cattle |
| 7 | 596.8 | 5.3 | 2 | 140 | 447.8 | 15 | 570.3 | 20 | Cattle |
| 8 | 490.5 | 3.2 | 2 | 80 | 566.2 | 5 | 807.5 | 10 | Pig |
| 9 | 773.9 | 5.0 | 2 | 180 | 977.6 | 30 | 556.3 | 35 | Pig |
a The quantitative ion pairs are (1) donkey-specific marker 4, 766.7 > 535.2; (2) donkey-specific marker 3, 761.4 > 598.3; (3) donkey marker in the Chinese Pharmacopoeia, 469.3 > 712.3; (4) donkey marker in the Chinese Pharmacopoeia, 618.4 > 779.4; (5) horse-specific marker 1, 386.3 > 499.3; (6) cattle-specific marker 2, 604.8 > 910.5; (7) cattle-specific marker 1, 596.8 > 447.8; (8) pig-specific marker 2, 490.5 > 566.2; (9) pig-specific marker 5, 773.9 > 977.6. The ion pairs are detected by UPLC-QQQ-MS/MS in MRM mode.
Validation of the established quantitative method using four individual species-specific markers (DM4, HM1, CM2, and PM2).
| Marker | Linear Regression a | R2 | LOD b (mg) | LOQ b (mg) | Analyte | Repeatability | Recovery % (RSD, | |||
|---|---|---|---|---|---|---|---|---|---|---|
| Intra-Day ( | Inter-Day ( | Low | Middle | High | ||||||
| donkey-specific marker 4 | 0.9992 | 0.05 | 0.16 | Home-made donkey-hide gelatin | 2.3% | 3.9% | 86 | 92 | 89 | |
| Commercial Ejiao sample | 1.6% | 3.8% | 88 | 89 | 93 | |||||
| horse-specific marker 1 | 0.9961 | 0.02 | 0.08 | Home-made horse-hide gelatin | 0.7% | 2.5% | 97 | 99 | 102 | |
| Commercial Ejiao sample | 0.8% | 2.3% | 98 | 105 | 114 | |||||
| cattle-specific marker 2 | 0.9927 | 0.02 | 0.08 | Home-made cattle-hide gelatin | 1.2% | 3.3% | 89 | 93 | 99 | |
| Commercial Ejiao sample | 1.3% | 2.8% | 96 | 87 | 109 | |||||
| pig-specific marker 2 | 0.9991 | 0.03 | 0.09 | Home-made pig-hide gelatin | 0.9% | 3.9% | 104 | 112 | 118 | |
| Commercial Ejiao sample | 1.7% | 4.1% | 99 | 103 | 112 | |||||
a The regression was plotted by standard material amount vs. marker peak area; b Limits of detection (LOD) and limits of quantitation (LOQ) of standard material under the present conditions were calculated using the following formulas. LOD was calculated using standard solutions’ signal-to-noise ratios (S/N) using the definition S/N > 3. LOQ was calculated from standard solutions’ signal-to-noise ratios (S/N) using the definition S/N > 10. The result is based on specific markers including donkey-specific marker (DM4, m/z 766.6952; MRM, 766.7 > 535.2), horse-specific marker (HM1, m/z 386.2108; MRM, 386.3 > 499.3), cattle-specific marker (CM2, m/z 604.8556; MRM, 604.8 > 910.5), and pig-specific marker (PM2, m/z 490.5942; MRM, 490.5 > 566.2).
Quantitative results of commercial donkey-hide gelatin samples based on our marker and the markers in the Chinese Pharmacopoeia.
| Sample No. | Result (%) mg/mg | ||||||
|---|---|---|---|---|---|---|---|
| Donkey (CP) a | Donkey (DM4) a | Horse (HM1) | Cattle (CM2) | Pig | Donkey (CP) b | Identification | |
| 1 | 54.0 | 62.3 | / c | / | / | NA c | NA |
| 2 | 56.1 | 80.1 | / | / | / | NA | NA |
| 3 | 60.5 | 84.2 | / | / | / | NA | NA |
| 4 | 55.3 | 57.8 | / | / | / | NA | NA |
| 5 | 0.2 | / | 0.2 | 52.3 | / | NA | NA |
| 6 | / | / | / | 59.9 | / | NA | NA |
| 7 | / | / | / | 43.5 | / | NA | NA |
| 8 | 0.2 | / | 1.6 | 6.2 | 0.0 | NA | NA |
| 9 | 61.4 | 89.4 | / | / | / | NA | NA |
| 10 | 57.3 | 91.2 | / | / | / | NA | NA |
| 11 | 74.2 | 66.3 | / | / | / | NA | NA |
| 12 | 53.3 | 57.4 | / | / | / | NA | NA |
| 13 | 70.9 | 69.9 | / | / | / | NA | NA |
| 14 | / | / | / | 54.3 | / | NA | NA |
| 15 | / | / | / | 39.0 | / | NA | NA |
| 16 | 75.7 | 77.3 | / | / | / | NA | NA |
| 17 | 66.0 | 78.8 | / | / | / | NA | NA |
| 18 | 71.5 | 67.1 | / | / | / | NA | NA |
| 19 | / | / | / | 49.0 | / | NA | NA |
| 20 | / | / | / | 29.0 | / | NA | NA |
| 21 | / | / | / | 47.4 | / | NA | NA |
| 22 | / | / | / | 63.3 | / | NA | NA |
| 23 | / | / | / | 45.5 | / | NA | NA |
| 24 | 66.5 | 69.0 | / | / | / | NA | NA |
| 25 | 76.2 | 70.4 | / | / | / | NA | NA |
| 26 | 69.5 | 57.0 | / | / | / | NA | NA |
| 27 | 12.6 | 2.1 | 18.5 | / | 47.4 | 2.8 | ✓ c |
| 28 | / | / | / | 49.3 | / | NA | NA |
| 29 | / | / | / | 40.2 | 0.1 | NA | NA |
| 30 | / | / | / | 67.4 | / | NA | NA |
| 31 | 66.8 | 74.5 | / | / | / | NA | NA |
| 32 | 66.7 | 72.9 | / | / | / | NA | NA |
| 33 | 0.5 | / | 0.6 | 31.5 | / | NA | NA |
| 34 | / | / | / | 46.3 | / | NA | NA |
| 35 | 48.6 | 78.9 | / | / | / | NA | NA |
| 36 | 70.8 | 63.3 | 4.1 | / | / | NA | NA |
| 37 | 19.3 | / | 26.3 | / | 33.5 | 5.5 | × c |
| 38 | / | / | / | 73.4 | / | NA | NA |
| 39 | 59.9 | 91.9 | / | / | / | NA | NA |
| 40 | 44.3 | 70.2 | / | / | / | NA | NA |
| 41 | 72.1 | 64.6 | / | / | / | NA | NA |
| 42 | / | / | / | 42.2 | / | NA | NA |
| 43 | / | / | / | 44.9 | / | NA | NA |
| 44 | 31.9 | 6.4 | 40.4 | 38.7 | / | 11.2 | ✓ |
| 45 | / | / | / | 47.8 | / | NA | NA |
| 46 | 70.1 | 66.5 | / | / | / | NA | NA |
| 47 | 70.7 | 57.4 | / | / | / | NA | NA |
| 48 | 98.3 | 98.8 | / | / | / | NA | NA |
| 49 | / | / | / | 47.0 | / | NA | NA |
| 50 | 69.9 | 88.0 | / | / | / | NA | NA |
| 51 | 13.4 | / | 21.4 | / | 42.7 | 2.2 | ✓ |
| 52 | 96.3 | 96.1 | / | / | / | NA | NA |
| 53 | / | / | / | 44.4 | / | NA | NA |
| 54 | 68.2 | 55.5 | / | / | / | NA | NA |
| 55 | 50.8 | 61.8 | / | / | / | NA | NA |
| 56 | 74.8 | 70.7 | / | / | / | NA | NA |
| 57 | 53.7 | 72.1 | / | / | / | NA | NA |
| 58 | / | / | / | 46.9 | / | NA | NA |
| 59 | / | / | / | 65.7 | / | NA | NA |
| 60 | / | / | / | 82.9 | / | NA | NA |
| 61 | / | / | / | 62.7 | / | NA | NA |
| 62 | 80.5 | 69.6 | / | / | / | NA | NA |
| 63 | 51.4 | 71.7 | / | / | / | NA | NA |
| 64 | / | / | / | 70.8 | / | NA | NA |
| 65 | / | / | / | 56.3 | / | NA | NA |
| 66 | / | / | / | 69.4 | / | NA | NA |
| 67 | 72.7 | 71.9 | / | / | / | NA | NA |
| 68 | 79.9 | 75.9 | / | / | / | NA | NA |
| 69 | / | / | / | 53.0 | / | NA | NA |
| 70 | / | / | / | 59.3 | / | NA | NA |
| 71 | 78.5 | / | 107.7 | / | / | 14.7 | × |
| 72 | 70.8 | 77.8 | / | / | / | NA | NA |
| 73 | / | / | / | 41.7 | / | NA | NA |
| 74 | 61.2 | 70.9 | / | / | / | NA | NA |
| 75 | 53.8 | 60.3 | / | / | / | NA | NA |
| 76 | 50.2 | 71.8 | / | / | / | NA | NA |
| 77 | / | / | 0.3 | 54.1 | / | NA | NA |
| 78 | / | / | / | 45.7 | / | NA | NA |
| 79 | / | / | / | 60.3 | / | NA | NA |
| 80 | / | / | / | 65.0 | / | NA | NA |
| 81 | 83.9 | 73.8 | / | / | / | NA | NA |
| 82 | / | / | / | 71.0 | / | NA | NA |
| 83 | 57.6 | 87.9 | / | / | / | NA | NA |
| 84 | 85.3 | 76.2 | / | / | / | NA | NA |
| 85 | 77.8 | 71.4 | / | / | / | NA | NA |
| 86 | 53.2 | 57.6 | / | / | / | NA | NA |
| 87 | / | / | / | 52.4 | / | NA | NA |
| 88 | / | / | / | 29.1 | / | NA | NA |
| 89 | / | / | / | 47.9 | / | NA | NA |
| 90 | / | / | / | 43.7 | / | NA | NA |
| 91 | 75.0 | 68.2 | / | / | / | NA | NA |
| 92 | 80.6 | 68.2 | / | / | / | NA | NA |
| 93 | 59.9 | 56.3 | / | / | / | NA | NA |
| 94 | 67.7 | 74.7 | / | / | / | NA | NA |
| 95 | 0.9 | / | 1.3 | 47.5 | / | NA | NA |
| 96 | / | / | / | 40.9 | / | NA | NA |
| 97 | / | / | / | 46.5 | / | NA | NA |
| 98 | / | / | / | 44.3 | / | NA | NA |
| 99 | 69.7 | 53.4 | / | / | / | NA | NA |
| 100 | 79.6 | 5.7 | 105.9 | / | / | 26.2 | ✓ |
| 101 | 71.8 | 6.3 | 99.3 | / | / | 21.8 | ✓ |
| 102 | 60.9 | 71.4 | / | / | / | NA | NA |
| 103 | 52.4 | / | 78.5 | / | / | 12.7 | × |
| 104 | 34.3 | / | 46.5 | / | / | 10.5 | × |
| 105 | 63.2 | 3.9 | 107.8 | / | / | 8.9 | × |
| 106 | 3.0 | / | 24.1 | / | / | / | ✓ |
| 107 | 93.6 | 92.8 | / | / | / | NA | NA |
| 108 | / | / | / | / | / | NA | NA |
| 109 | 62.8 | 90.4 | / | / | / | NA | NA |
| 110 | 20.2 | 32.6 | / | / | / | NA | NA |
a The content is directly calculated with peak area of the specific marker. b The content is indirectly calculated by peak area of the specific marker by subtracting the corresponding peak area from horse-hide gelatin. c “✓” indicates that the authentication result by indirect calculation is true. “×” means that the authentication result by indirect calculation is false. If the content is not more than 5%, it indicates that the marker in the species was not detected. “/” means that the marker from the animal was not detected by UPLC-QQQ-MS/MS. “NA” indicates “not applicable”. Abbreviation: “Donkey (CP)” represents the marker in the Chinese Pharmacopoeia, 469.3 > 712.3. “Donkey (DM4)” represents donkey-specific marker 4, 766.7 > 535.2. “Horse (HM1)” represents horse-specific marker 1, 386.3 > 499.3. “Cattle (CM2)” represents cattle-specific marker 2, 604.8 > 910.5. “Pig (PM2)” represents pig-specific marker 2, 490.5 > 566.2.
Figure 6Comparison of relative content of donkey marker in the Chinese Pharmacopoeia (blue) and horse-specific marker 1 (red) in pure horse-hide gelatins. Horse 1, 2, and 3 are homemade horse-hide gelatins; other samples are commercial Ejiao samples mentioned above.