| Literature DB >> 33921990 |
Shahzad Zafar Iqbal1, Ahmad Faizal Abdull Razis2,3, Sunusi Usman3, Nada Basheir Ali2, Muhammad Rafique Asi4.
Abstract
This study investigated the natural incidence of deoxynivalenol (DON) in corn and corn products from corn-producing districts of Punjab, Pakistan. The analysis was carried out using high performance liquid chromatography (HPLC) with UV detector and immunoaffinity cleanup columns. The detection limit (LOD) and limit of quantification were 25 and 50 µg/kg, respectively. A total of 1220 samples of corn and corn products were analyzed to detect DON, and 539 (44.2%) samples were observed to be contaminated with DON (n ≥ LOD). Furthermore, 92 (7.5%) samples of corn and corn products had DON levels that were higher than the proposed limits of the EU. The data are significantly different from a normal distribution of DON in samples of corn and corn products from different locations (p < 0.05) for Shapiro-Wilk and Kolmogorov-Smirnov values. However, a significant difference in DON levels was found between corn and corn-derived products (p ≤ 0.05). The lowest and highest exposures, and hazard quotient (HQ) values of 0.92 and 9.68 µg/kg bw/day, were documented in corn flour samples.Entities:
Keywords: DON; corn; corn products; exposure; risk assessment
Year: 2021 PMID: 33921990 PMCID: PMC8143574 DOI: 10.3390/toxins13050296
Source DB: PubMed Journal: Toxins (Basel) ISSN: 2072-6651 Impact factor: 4.546
Recovery percentage of deoxynivalenol (DON) in corn and corn products.
| DON Level | Corn (Mix) | Corn Flour | Corn Bread | Sweet Corn | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Recovery | RSD | Precision (%) | Recovery | RSD | Precision (%) | Recovery | RSD | Precision (%) | Recovery | RSD | Precision (%) | |||||
| µg/kg | (%) | (%) | Rep a | Reprod b | (%) | (%) | Rep a | Reprod b | (%) | (%) | Rep a | Reprod b | (%) | (%) | Rep a | Reprod b |
| 100 | 84.5 | 16 | 11 | 21 | 81.5 | 11 | 12 | 19 | 89.5 | 14 | 9 | 20 | 85.2 | 16 | 10 | 21 |
| 150 | 89.5 | 11 | 18 | 19 | 86.5 | 14 | 09 | 15 | 83.5 | 18 | 15 | 26 | 89.5 | 17 | 14 | 17 |
| 300 | 88.0 | 22 | 15 | 22 | 87.4 | 17 | 16 | 22 | 90.5 | 23 | 10 | 18 | 89.5 | 15 | 9 | 21 |
| 400 | 91.0 | 13 | 18 | 24 | 90.9 | 12 | 14 | 20 | 89.5 | 22 | 12 | 22 | 88.4 | 19 | 17 | 26 |
| 800 | 88.8 | 23 | 10 | 22 | 86.1 | 16 | 18 | 26 | 88.4 | 21 | 15 | 20 | 85.2 | 21 | 15 | 24 |
| 3000 | 85.0 | 21 | 18 | 28 | 84.0 | 20 | 20 | 27 | 85.5 | 20 | 18 | 27 | 81.3 | 28 | 18 | 28 |
RSD = relative standard deviation, LOD = 25 µg/kg, LOQ = 50 µg/kg, a = repeatability, b = reproducibility.
Occurrence of DON in corn and corn products from Gujranwala, Punjab, Pakistan.
| Sample Type | Samples | Positive | Mean | Range |
|---|---|---|---|---|
| Corn 1 | 40 | 18 (45.0) | 1256.2 ± 124.5 | 25–5687.5 |
| Corn 2 | 45 | 22 (48.9) | 1126.2 ± 90.8 | 25–5568.6 |
| Corn 3 | 54 | 15 (27.8) | 1049.7 ± 110.5 | 25–5678.5 |
| Corn 4 | 41 | 22 (53.7) | 909.8 ± 120.5 | 25–4550.5 |
| Corn flour | 60 | 34 (57.6) | 854.7 ± 40.7 | 25–8990.5 |
| Sweet corn | 83 | 30 (36.1) | 556.5 ± 80.6 | 25–4550.5 |
| Corn bread | 35 | 18 (51.4) | 86.6 ± 14.5 | 25–450.5 |
| Corn oil | 56 | 22 (39.3) | 88.8 ± 15.5 | 25–980.5 |
| Popcorn | 35 | 16 (45.7 | 41.4 ± 10.5 | 25–95.5 |
| Total | 449 | 197 (43.9) | 25–8990.5 |
Corn 1 = corn variety; Corn 2 = corn variety; Corn 3 = corn variety; Corn 4 = corn variety, N (%) = n (percentage of samples), LOD = 25 µg/kg.
Occurrence of DON in corn and corn products from Sheikhupura, Punjab, Pakistan.
| Sample Type | Samples | Positive | Mean | Range |
|---|---|---|---|---|
| Corn 1 | 48 | 15 (37.5 | 1187.3 ± 230 | 25–6660.5 |
| Corn 2 | 48 | 18 (37.5) | 1081.6 ± 145.5 | 25–6590.6 |
| Corn 3 | 56 | 25 (44.6) | 808.2 ± 60.5 | 25–5640.5 |
| Corn 4 | 46 | 22 (47.8) | 1489.4 ± 180.5 | 25–5540.5 |
| Corn flour | 61 | 25 (41.0) | 1030.8 ± 170.5 | 25–7860.5 |
| Sweet corn | 38 | 18 (47.4) | 471.1 ± 30.5 | 25–2345.5 |
| Corn bread | 39 | 17 (43.6) | 97.3 ± 15.5 | 25–500.5 |
| Corn oil | 30 | 23 (76.7) | 88.3 ± 9.5 | 25–540.5 |
| Popcorn | 35 | 13 (37.1) | 42.1 ± 4.5 | 25–90.5 |
| Total | 393 | 176 (44.8) | 25–7860 |
Corn 1 = corn variety; Corn 2 = corn variety; Corn 3 = corn variety; Corn 4 = corn variety, N (%) = n (percentage of samples), LOD = 25 µg/kg.
Occurrence of DON in corn and corn products from Hafizabad, Punjab, Pakistan.
| Sample Type | Samples | Positive | Mean | Range |
|---|---|---|---|---|
| Corn 1 | 32 | 16 (50.0) | 1187.3 ± 210.5 | 25–6660.5 |
| Corn 2 | 55 | 19 (34.5) | 1081.6 ± 140.3 | 25–6590.6 |
| Corn 3 | 40 | 21 (52.5) | 808.2 ± 70.5 | 25–5640.5 |
| Corn 4 | 30 | 14 (46.7) | 1489.4 ± 190.8 | 25–5540.5 |
| Corn flour | 45 | 21 (46.7) | 1030.8 ± 105.4 | 25–7860.5 |
| Sweet corn | 40 | 17 (42.5) | 471.1 ± 20.5 | 25–2345.5 |
| Corn bread | 55 | 22 (40.0) | 97.3 ± 15.5 | 25–500.5 |
| Corn oil | 45 | 20 (44.4) | 88.3 ± 9.5 | 25–540.5 |
| Popcorn | 36 | 16 (44.4) | 42.2 ± 4.5 | 25–80.5 |
| Total | 378 | 166 (43.9) | 25–7860.5 |
Corn 1 = corn variety; Corn 2 = corn variety; Corn 3 = corn variety; Corn 4 = corn variety, N (%) = n (percentage of samples), LOD = 25 µg/kg.
Figure 1Percentage of samples of corn and corn products having levels of deoxynivalenol (DON) higher than the EU’s recommended limits (1000 µg/kg for unprocessed corn and 750 µg/kg for foodstuffs).
ANOVA of DON levels in corn and corn products from various locations.
| Sum of Squares | df | Mean Square | F | Sig | ||
|---|---|---|---|---|---|---|
| DON Level | Between groups | 96,192,972.7 | 8 | 12,024,121.6 | 8.132 | 0.000 |
| Within groups | 783,676,623.6 | 530 | 1,478,635.1 | |||
| Total | 879,869,596.4 | 538 | ||||
| Location | Between groups | 4.737 | 8 | |||
| Within groups | 367.4 | 530 | 0.592 | 0.854 | 0.555 | |
| Total | 372.2 | 538 | 0.693 |
Least significant difference (LSD) analysis of different types of corn and corn products within groups of samples.
| Corn Products | Mean Difference | Std. Error | Significance | ||
|---|---|---|---|---|---|
|
|
| Sweet corn | 629.92 | 230.05 | 0.006 |
| Corn bread | 1066.63 | 236.89 | 0.000 | ||
| Corn oil | 1073.58 | 230.05 | 0.000 | ||
| Popcorn | 1130.06 | 251.06 | 0.000 | ||
|
| Sweet corn | 542.88 | 218.65 | 0.013 | |
| Corn bread | 979.59 | 225.83 | 0.000 | ||
| Corn oil | 986.53 | 218.65 | 0.000 | ||
| Popcorn | 1043.03 | 240.66 | 0.000 | ||
|
| Corn bread | 842.21 | 224.01 | 0.000 | |
| Corn oil | 849.16 | 216.76 | 0.000 | ||
| Popcorn | 9.05.65 | 238.95 | 0.000 | ||
|
| Sweet corn | 483.11 | 219.64 | 0.028 | |
| Corn bread | 919.82 | 226.79 | 0.000 | ||
| Corn oil | 926.77 | 219.64 | 0.000 | ||
| Popcorn | 983.26 | 241.56 | 0.000 | ||
|
| Corn bread | 772.55 | 210.76 | 0.000 | |
| Corn oil | 779.50 | 203.05 | 0.000 | ||
| Corn popcorn | 8.35.99 | 226.58 | 0.000 | ||
|
| Corn type 1 | −629.91 | 230.05 | 0.006 | |
| Corn type 2 | −542.88 | 218.65 | 0.013 | ||
| Corn type 4 | −483.11 | 219.64 | 0.028 | ||
| Corn bread | 436.70 | 220.65 | 0.048 | ||
| Corn oil | 443.65 | 213.29 | 0.038 | ||
| Popcorn | 500.15 | 235.81 | 0.034 | ||
|
| Corn type 1 | −1066.62 | 236.89 | 0.000 | |
| Corn type 2 | −979.59 | 225.83 | 0.000 | ||
| Corn type 3 | −842.21 | 224.01 | 0.000 | ||
| Corn type 4 | −919.82 | 226.79 | 0.000 | ||
| Corn flour | −772.55 | 210.76 | 0.000 | ||
| Sweet corn | −436.70 | 220.65 | 0.048 | ||
|
| Corn type 1 | −1073.57 | 230.05 | 0.000 | |
| Corn type 2 | −986.53 | 218.65 | 0.000 | ||
| Corn type 3 | −849.15 | 216.76 | 0.000 | ||
| Corn type 4 | −926.73 | 219.64 | 0.000 | ||
| Corn flour | −779.50 | 203.05 | 0.000 | ||
| Sweet corn | −443.65 | 213.29 | 0.038 | ||
|
| Corn type 1 | −1130.06 | 251.06 | 0.000 | |
| Corn type 2 | −1043.03 | 240.66 | 0.000 | ||
| Corn type 3 | −905.65 | 238.95 | 0.000 | ||
| Corn type 4 | −983.26 | 241.56 | 0.000 | ||
| Corn flour | −835.99 | 226.58 | 0.000 | ||
| Sweet corn | −500.15 | 235.81 | 0.034 |
d.f. = degree of freedom; F = F test; significance = p value.
Exposure assessment of DON in corn flour from corn-producing cities of Punjab, Pakistan.
| Consumption | Gujranwala | Hafizabad | Sheikhupura | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DON Levels | Exposure | DON Levels | Exposure | DON Levels | Exposure | ||||||||
| Mean | Highest Level | Mean | Highest | Mean | Highest Level | Mean | Highest | Mean | Highest Level | Mean | Highest | ||
| Corn flour | 0.07 | 854.7 | 8990.5 | 0.92 | 9.68 | 1030.8 | 7860.5 | 1.11 | 8.47 | 1030.8 | 7860.5 | 1.11 | 8.47 |
| HQ 1 | 0.92 | 1.11 | 1.11 | ||||||||||
| HQ 2 | 9.68 | 8.47 | 8.47 | ||||||||||
HQ 1 = mean level of DON, HQ 2 = highest level of DON.