1. Background
2. Methods
2.1. Sample Collection
2.2. Sample Preparation
2.3. Chemicals and Reagents
2.4. Apparatus
2.5. Standard Solutions
2.6. Extraction and Clean Up
2.7. Chromatographic Conditions
2.8. Calibration Graph
2.9. Quality Assurance
| Year | No. | AF Type | LOD (ng/g) | LOQ (ng/g) | Spike Level (ng/g) | Average Recovery (%) | RSDR (%) | Expanded Uncertainty (ng/g) | ||
|---|---|---|---|---|---|---|---|---|---|---|
| Spiked Level 1 (ng/g) | Spiked Level 4 (ng/g) | Spiked Level 8 (ng/g) | ||||||||
| Nov. 2012 - Oct. 2013 | 110 | B1 | 0.078 | 0.26 | 4.0 | 79.50 | 4.10 | 0.083 | 0.273 | 0.430 |
| B2 | 0.032 | 0.11 | 1.0 | 85.60 | 2.40 | 0.072 | 0.090 | 0.120 | ||
| G1 | 0.078 | 0.26 | 4.0 | 92.54 | 2.75 | 0.125 | 0.302 | 0.580 | ||
| G2 | 0.032 | 0.11 | 1.0 | 85.22 | 3.50 | 0.068 | 0.121 | 0.137 | ||
| Nov. 2013 - Oct. 2014 | 145 | B1 | 0.078 | 0.26 | 4.0 | 78.60 | 3.30 | 0.067 | 0.220 | 0.346 |
| B2 | 0.032 | 0.11 | 1.0 | 85.20 | 3.30 | 0.098 | 0.123 | 0.166 | ||
| G1 | 0.078 | 0.26 | 4.0 | 91.30 | 2.20 | 0.100 | 0.242 | 0.464 | ||
| G2 | 0.032 | 0.11 | 1.0 | 87.40 | 1.90 | 0.037 | 0.065 | 0.074 | ||
| Nov. 2014 - Oct. 2015 | 120 | B1 | 0.070 | 0.23 | 4.0 | 91.03 | 6.20 | 0.126 | 0.413 | 0.651 |
| B2 | 0.020 | 0.07 | 1.0 | 86.80 | 3.10 | 0.092 | 0.116 | 0.156 | ||
| G1 | 0.070 | 0.23 | 4.0 | 97.60 | 2.40 | 0.109 | 0.264 | 0.507 | ||
| G2 | 0.020 | 0.07 | 1.0 | 80.76 | 4.90 | 0.095 | 0.169 | 0.192 | ||
| Nov. 2015 - Oct. 2016 | 132 | B1 | 0.066 | 0.22 | 4.0 | 86.76 | 7.80 | 0.159 | 0.519 | 0.819 |
| B2 | 0.033 | 0.11 | 1.0 | 82.69 | 6.50 | 0.194 | 0.243 | 0.326 | ||
| G1 | 0.066 | 0.22 | 4.0 | 98.74 | 5.60 | 0.255 | 0.615 | 1.182 | ||
| G2 | 0.033 | 0.11 | 1.0 | 80.45 | 6.90 | 0.133 | 0.238 | 0.270 | ||
| Nov. 2016 - Oct. 2017 | 146 | B1 | 0.066 | 0.22 | 4.0 | 86.91 | 6.20 | 0.126 | 0.413 | 0.651 |
| B2 | 0.033 | 0.11 | 1.0 | 89.11 | 6.50 | 0.194 | 0.243 | 0.326 | ||
| G1 | 0.066 | 0.22 | 4.0 | 96.07 | 6.40 | 0.292 | 0.703 | 1.351 | ||
| G2 | 0.033 | 0.11 | 1.0 | 92.09 | 2.10 | 0.041 | 0.072 | 0.082 | ||
| Nov. 2017 - Oct. 2018 | 165 | B1 | 0.066 | 0.22 | 4.0 | 87.06 | 8.50 | 0.173 | 0.566 | 0.892 |
| B2 | 0.033 | 0.11 | 1.0 | 93.57 | 4.90 | 0.146 | 0.183 | 0.246 | ||
| G1 | 0.066 | 0.22 | 4.0 | 92.92 | 4.96 | 0.226 | 0.545 | 1.047 | ||
| G2 | 0.033 | 0.11 | 1.0 | 86.75 | 7.20 | 0.139 | 0.248 | 0.282 | ||
Abbreviations: LOD, limit of detection; LOQ, limit of quantification; RSDR, relative standard deviation for reproducibility.
2.10. Risk Assessment of Exposure to Aflatoxins B1 via Consumption of Pistachio Nuts
2.10.1. Exposure Estimation
| Year | Consignment No. | AF Type | All consignment ng/g (ppb) | AF Contamination (%) | Consignment Rejection b (%) | AF Contamination of Authorized Consignment | |||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Mean | Median | Max | AFs (ng/g) | Mean | Max | ||||||||
| < LOD | LOD - 5 | 5 - 8 | 8 - 20 | ≥ 20 | |||||||||
| AFT (ng/g) | |||||||||||||
| < LOD | LOD - 10 | 10 - 15 | 15 - 20 | ≥ 20 | |||||||||
| Nov. 2012 - Oct. 2013 | 928 | B1 | 1.78 | < LODa | 181.9 | 68.91 | 25.81 | 0.92 | 2.16 | 2.21 | 6.14 | 0.23 | 7.4 |
| B2 | 0.15 | < LOD | 17.1 | 86.31 | 13.15 | 0.16 | 0.38 | 0.00 | 0.02 | 2.2 | |||
| G1 | 0.06 | < LOD | 37.5 | 98.22 | 1.51 | 0.00 | 0.16 | 0.11 | 0.00 | 1.8 | |||
| G2 | 0.00 | < LOD | 4.2 | 99.73 | 0.27 | 0.00 | 0.00 | 0.00 | 0.00 | 0.0 | |||
| Total | 1.98 | < LOD A | 197.6 | 68.86 | 27.37 | 0.54 | 0.65 | 2.59 | 0.26 | 9.4 | |||
| Nov. 2013 - Oct. 2014 | 992 | B1 | 2.38 | < LOD ab | 345.7 | 66.28 | 25.35 | 2.07 | 2.72 | 3.58 | 9.27 | 0.38 | 7.93 |
| B2 | 0.26 | < LOD | 102.5 | 82.11 | 16.23 | 0.60 | 0.15 | 0.91 | 0.03 | 2.86 | |||
| G1 | 0.05 | < LOD | 25.3 | 97.68 | 2.07 | 0.00 | 0.15 | 0.10 | 0.01 | 3.07 | |||
| G2 | 0.00 | < LOD | 2.8 | 99.80 | 0.20 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | |||
| Total | 2.67 | < LOD A | 384.2 | 66.99 | 27.92 | 1.26 | 0.50 | 3.33 | 0.42 | 8.61 | |||
| Nov. 2014 - Oct. 2015 | 1321 | B1 | 3.76 | < LOD bcd | 340.3 | 64.23 | 27.55 | 1.63 | 2.42 | 4.16 | 10.67 | 0.43 | 7.76 |
| B2 | 0.37 | < LOD | 146.1 | 78.50 | 19.76 | 0.87 | 0.64 | 0.23 | 0.03 | 0.77 | |||
| G1 | 0.23 | < LOD | 232.1 | 96.71 | 2.80 | 0.08 | 0.15 | 0.26 | 0.01 | 1.29 | |||
| G2 | 0.02 | < LOD | 26.3 | 99.32 | 0.61 | 0.00 | 0.04 | 0.04 | 0.00 | 0.20 | |||
| Total | 4.38 | < LOD B | 367.7 | 64.08 | 29.45 | 1.02 | 0.83 | 4.62 | 0.47 | 8.69 | |||
| Nov. 2015 - Oct. 2016 | 1457 | B1 | 3.94 | 0.1cd | 450.3 | 48.83 | 43.51 | 1.51 | 2.47 | 3.67 | 10.57 | 0.41 | 7.81 |
| B2 | 0.37 | < LOD | 52.6 | 77.45 | 20.69 | 0.69 | 0.82 | 0.34 | 0.02 | 1.45 | |||
| G1 | 0.03 | < LOD | 25.0 | 95.88 | 4.02 | 0.07 | 0.00 | 0.03 | 0.01 | 3.21 | |||
| G2 | 0.00 | < LOD | 3.0 | 99.62 | 0.38 | 0.00 | 0.00 | 0.00 | 0.00 | 0.04 | |||
| Total | 4.34 | 0.1B | 478.9 | 48.83 | 45.30 | 1.10 | 0.86 | 3.91 | 0.44 | 8.32 | |||
| Nov. 2016 - Oct. 2017 | 1240 | B1 | 4.02 | < LOD d | 413.2 | 50.93 | 40.00 | 1.65 | 3.15 | 4.27 | 9.76 | 0.35 | 7.98 |
| B2 | 0.41 | < LOD | 52.5 | 76.29 | 21.57 | 0.97 | 0.85 | 0.32 | 0.02 | 0.71 | |||
| G1 | 0.02 | < LOD | 7.65 | 95.73 | 4.15 | 0.12 | 0.00 | 0.00 | 0.00 | 0.65 | |||
| G2 | 0.00 | < LOD | 0.71 | 99.64 | 0.36 | 0.00 | 0.00 | 0.00 | 0.00 | 0.08 | |||
| Total | 4.45 | < LOD B | 479.8 | 50.93 | 42.22 | 1.37 | 0.93 | 4.56 | 0.38 | 8.46 | |||
| Nov. 2017 - Oct. 2018 | 1357 | B1 | 2.57 | < LOD abc | 422.6 | 67.58 | 27.75 | 0.63 | 1.44 | 2.62 | 5.08 | 0.15 | 6.64 |
| B2 | 0.26 | < LOD | 36.2 | 84.34 | 13.96 | 0.63 | 0.92 | 0.15 | 0.01 | 0.86 | |||
| G1 | 0.03 | < LOD | 50.6 | 97.61 | 2.25 | 0.11 | 0.00 | 0.04 | 0.01 | 5.34 | |||
| G2 | 0.00 | < LOD | 1.7 | 99.56 | 0.44 | 0.00 | 0.00 | 0.00 | 0.00 | 0.11 | |||
| Total | 2.87 | < LOD AB | 458.8 | 67.21 | 28.89 | 0.44 | 0.59 | 2.87 | 0.17 | 7.14 | |||
Abbreviation: LOD, limit of detection.
a Different lowercase and uppercase letter in the column indicate a significant difference (P < 0.05) between the average contamination of AFB1 and AFT, respectively.
b Removal percentage of consignment with AFs contamination exceeding the E.U. (AFB1 < 8, AFT < 10) using the monitoring system.
2.10.2. Risk Characterization
2.11. Hazard Index (HI)
2.12. Statistical Analysis
3. Results
| Year | Mean AFB1 µg.kg (ppb) | Dietary Exposure to AFB1 in EU (ng.kg - bw.day) | Dietary AFB1 Exposure (ng.kg - bw.day), MOE BMDL10 for Rat a | Hazard Index | Estimated Liver Cancer Risk (Cases.100,000 Population. Year) | Cancer Incidence Attributable to Dietary AFB1 (%) b | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| EU c | EU d | IR e | EU c | EU d | IR e | EU c | EU d | IR e | EU c | EU d | IR e | EU c | EU d | IR e | ||
| All Consignment | ||||||||||||||||
| 2012 - 3 | 1.78 | 0.0132 | 0.0523 | 0.0216 | 12843 | 3254 | 7865 | 0.21 | 0.82 | 0.34 | 0.00071 | 0.00280 | 0.00123 | 0.02 | 0.09 | 0.02 |
| 2013 - 4 | 2.38 | 0.0177 | 0.0699 | 0.0289 | 9605 | 2433 | 5882 | 0.28 | 1.09 | 0.45 | 0.00095 | 0.00375 | 0.00164 | 0.03 | 0.12 | 0.03 |
| 2014 - 5 | 3.76 | 0.0280 | 0.1104 | 0.0457 | 6080 | 1540 | 3723 | 0.44 | 1.72 | 0.71 | 0.00150 | 0.00592 | 0.00259 | 0.05 | 0.19 | 0.04 |
| 2015 - 6 | 3.94 | 0.0293 | 0.1157 | 0.0478 | 5802 | 1470 | 3553 | 0.46 | 1.81 | 0.75 | 0.00157 | 0.00620 | 0.00271 | 0.05 | 0.20 | 0.05 |
| 2016 - 7 | 4.02 | 0.0299 | 0.1180 | 0.0488 | 5687 | 1441 | 3483 | 0.47 | 1.84 | 0.76 | 0.00160 | 0.00633 | 0.00277 | 0.05 | 0.20 | 0.05 |
| 2017 - 8 | 2.57 | 0.0191 | 0754.0 | 0.0312 | 8895 | 2253 | 5447 | 0.30 | 1.18 | 0.49 | 0.00102 | 0.00404 | 0.00177 | 0.03 | 0.13 | 0.03 |
| Authorized Consignment | ||||||||||||||||
| 2012 - 3 | 0.23 | 0.0017 | 0.0068 | 0.0028 | 99394 | 25180 | 60870 | 0.03 | 0.11 | 0.04 | 0.00009 | 0.00036 | 0.00016 | 0.00 | 0.01 | 0.00 |
| 2013 - 4 | 0.38 | 0.0029 | 0.0113 | 0.0047 | 60159 | 15240 | 36842 | 0.04 | 0.17 | 0.07 | 0.00015 | 0.00060 | 0.00026 | 0.00 | 0.02 | 0.00 |
| 2014 - 5 | 0.43 | 0.0030 | 0.0117 | 0.0048 | 57151 | 14478 | 35000 | 0.05 | 0.18 | 0.08 | 0.00016 | 0.00063 | 0.00028 | 0.01 | 0.02 | 0.00 |
| 2015 - 6 | 0.41 | 0.0030 | 0.0117 | 0.0048 | 57151 | 14478 | 35000 | 0.05 | 0.18 | 0.08 | 0.00016 | 0.00063 | 0.00028 | 0.01 | 0.02 | 0.00 |
| 2016 - 7 | 0.35 | 0.0029 | 0.0115 | 0.0048 | 58617 | 14850 | 35897 | 0.05 | 0.18 | 0.07 | 0.00016 | 0.00061 | 0.00027 | 0.01 | 0.02 | 0.00 |
| 2017 - 8 | 0.15 | 0.0013 | 0.0051 | 0.0021 | 127003 | 32174 | 77778 | 0.02 | 0.08 | 0.03 | 0.00007 | 0.00028 | 0.00012 | 0.00 | 0.01 | 0.00 |
| Rejected Consignment | ||||||||||||||||
| 2012 - 3 | 42.3 | 0.3146 | 1.2417 | 0.5136 | 540 | 137 | 331 | 4.91 | 19.40 | 8.03 | 0.01687 | 0.06658 | 0.02912 | 0.54 | 2.15 | 0.49 |
| 2013 - 4 | 40.84 | 0.3037 | 1.1988 | 0.4959 | 560 | 142 | 343 | 4.75 | 18.73 | 7.75 | 0.01628 | 0.06428 | 0.02812 | 0.53 | 2.07 | 0.48 |
| 2014 - 5 | 56.2 | 0.4179 | 1.6497 | 0.6824 | 407 | 103 | 249 | 6.53 | 25.78 | 10.66 | 0.02241 | 0.08845 | 0.03869 | 0.72 | 2.85 | 0.66 |
| 2015 - 6 | 67.48 | 0.5018 | 1.9808 | 0.8194 | 339 | 86 | 207 | 7.84 | 30.95 | 12.80 | 0.02691 | 0.10621 | 0.04646 | 0.87 | 3.43 | 0.79 |
| 2016 - 7 | 56.22 | 0.4181 | 1.6503 | 0.6827 | 407 | 103 | 249 | 6.53 | 25.79 | 10.67 | 0.02242 | 0.08848 | 0.03870 | 0.72 | 2.85 | 0.66 |
| 2017 - 8 | 64.95 | 0.4830 | 1.9066 | 0.7887 | 352 | 89 | 216 | 7.55 | 29.79 | 12.32 | 0.02590 | 0.10222 | 0.04471 | 0.84 | 3.30 | 0.76 |
| Max Contamination | ||||||||||||||||
| 2012 - 3 | 181.9 | 1.3527 | 5.3395 | 2.2088 | 126 | 32 | 77 | 21.14 | 83.43 | 34.51 | 0.07253 | 0.28629 | 0.12523 | 2.34 | 9.24 | 2.12 |
| 2013 - 4 | 345.7 | 2.5708 | 10.1477 | 4.1978 | 66 | 17 | 40 | 40.17 | 158.56 | 65.59 | 0.13784 | 0.54409 | 0.23799 | 4.45 | 17.55 | 4.03 |
| 2014 - 5 | 340.3 | 2.5306 | 9.9892 | 4.1322 | 67 | 17 | 41 | 39.54 | 156.08 | 64.57 | 0.13568 | 0.53559 | 0.23428 | 4.38 | 17.28 | 3.97 |
| 2015 - 6 | 450.3 | 3.3486 | 13.2182 | 5.4679 | 51 | 13 | 31 | 52.32 | 206.53 | 85.44 | 0.17954 | 0.70872 | 0.31000 | 5.79 | 22.86 | 5.25 |
| 2016 - 7 | 413.2 | 3.0727 | 12.1292 | 5.0174 | 55 | 14 | 34 | 48.01 | 189.52 | 78.40 | 0.16475 | 0.65033 | 0.28446 | 5.31 | 20.98 | 4.82 |
| 2017 - 8 | 422.6 | 3.1426 | 12.4051 | 5.18 | 54 | 14 | 33 | 49.10 | 193.83 | 80.18 | 0.16850 | 0.66512 | 0.29093 | 5.44 | 21.46 | 4.93 |
Abbreviations: MOE, margin of exposure; BMDL10, benchmark dose lower confidence limit 10%.
a Calculated margin of exposure (MOE) via lowest BMDL10 of AFB1 derived from the animal data (170 ng/kg-b.w/day) (17).
b Based on age-standardized incidence rate in Northern Europe for liver cancer 3.1/100000 population/year and 5.9/100000 population/year for Iranian people (29, 30).
c Consumption in total European population (0.52 g/person/day) (20).
d The consumed amount of the pistachio product in the population percentage-wise based on the estimated percentage of the population who consumed the products of pistachio (2.05 g/person/day) (20).
e Consumption in total Iranian population (0.82 g/person/day) (20, 21).
