| Literature DB >> 36011310 |
Małgorzata Natonek-Wiśniewska1, Piotr Krzyścin1, Anna Koseniuk1.
Abstract
Considering food safety and an increasing public awareness of the ingredients, production process and origin of foods, the application of insects as food requires the development of tests for the reliable identification of their presence. The aim of the study was (1) the determination of appropriate modifications of the selected method for isolating the DNA of two life stages of mealworm, i.e., larva and adult, from commercial food products; (2) the determination of the method parameters for the qualitative and quantitative analysis of mealworm contents based on the detection of a species-specific mitochondrial DNA fragment, using real-time PCR; (3) the application of a method to test the commercial food products of mealworm. A total of nine species of adult insect were investigated (field cricket, Dubia cockroach, Madagascar cockroach, banded cricket, migratory locust, yellow mealworm, superworm, house fly and lacewing), theirlarvaes (yellow mealworms and superworms) and thirteen commercial food products (dried whole insects, powder and granules) representing various insect species and origins which were purchased from the European market. The obtained results showed that the efficiency of the modification of the DNA extraction method is dependent on the life stage of the mealworm. We proved the high sensitivity of the test, with the range of the method being 0.1-100%; we also proved the biological specificity in this range, and the linearity. The linearity of the test was also statistically verified using the Fisher-Snedecor test. One-way variance analysis showed statistically significant differences between the cT values of the two mealworm life stages studied, and similarly, between the threshold cycle (cT) values of adult forms. In contrast, for the inside group of mealworm larvae, there was no significant difference observed between the results of the cT values. The test is effective for processed food products and may be used to monitor food. The research proved the suitability of the applied method for the analysis of samples that are commercially available as food for exotic animals. The hereby-developed method is based on widely used laboratory techniques, and does not require any additional investment in equipment. The availabilityof such a methodallows for the verification of the accuracy of the declared species component of the food products.Entities:
Keywords: insects; mealworm; mtDNA; species identification
Mesh:
Substances:
Year: 2022 PMID: 36011310 PMCID: PMC9407359 DOI: 10.3390/genes13081400
Source DB: PubMed Journal: Genes (Basel) ISSN: 2073-4425 Impact factor: 4.141
Composition of test material, type of sample and code number used in the tests.
| Type of Sample | Sample Composition | No. of Sample |
|---|---|---|
| R | field cricket | 1/1 |
| R | superworm | 1/2 |
| R | dubia cockroach | 1/3 |
| R | yellow mealworm | 1/4 |
| R | migratory locust | 1/5 |
| R | banded cricket | 1/6 |
| P | dried mealworm larvae | 2/1 |
| P | mealworm larvae 20%, dried crickets 10% | 2/2 |
| P | dried mealworm larvae | 2/3 |
| P | mealworm larvae 4% | 2/4 |
| P | mealworm 10% | 2/5 |
| P | dried cricket | 2/6 |
| P | dipterans/crustaceans | 2/7 |
| P | cricket 0.3%, mealworm 0.2% | 2/8 |
| P | crustaceans/no insects | 2/9 |
| R | mealworm | 3/1 |
| R | superworm | 3/2 |
| R | field cricket | 3/3 |
| R | migratory locust | 3/4 |
| R | madagascar cockroach | 3/5 |
| P | no insects/crustaceans | 4/1 |
| P | dried mealworm larvae | 4/2 |
| P | dipterans/crustaceans 2 | 4/3 |
| P | no insects/crustaceans | 4/4 |
| R | mealworm larvae | 5/1 |
| R | superworm larva | 5/2 |
| R | field cricket | 6/1 |
| R | superworm | 6/2 |
| R | dubia cockroach | 6/3 |
| R | yellow mealworm | 6/4 |
| R | migratory locust | 6/5 |
| R | banded cricket | 6/6 |
| R | superworm larva | 6/8 |
R—raw samples, P—processed samples (commercial samples of available pet food). Repeated samples of the same species come from different batches of insects that were purchased at a different time.
Isolation parameters for consecutive DNA extraction modifications. Sample composition.
| No. of Sample | Modification | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| I | II | III | IV | ||||||
| c [ng/uL] | A260/280 | c [ng/uL] | A260/280 | c [ng/uL] | A260/280 | c [ng/ul] | A260/280 | ||
| superworm | 3/2 | 29.8 | 1.70 | 36.4 | 1.40 | 110.9 | 1.84 | 58.0 | 1.78 |
| mealworm | 3/1 | 23.0 | 1.47 | 39.0 | 1.39 | 450.5 | 1.86 | 238.3 | 1.94 |
| mealworm larva | 5/1 | 40.4 | 1.64 | 59.9 | 1.70 | 75.0 | 1.72 | 84.2 | 1.70 |
| superworm larva | 5/2 | 25.1 | 1.92 | 62.8 | 1.68 | 185.3 | 1.82 | 127.6 | 1.81 |
I–IV—Modifications of isolations of DNA, c—concentration, A260/280—absorbance.
Parameters of DNA isolates of insects (R) and processed commercial food products (p).
| Type of Sample | Sample Composition | No. of Sample | c [ng/uL] | A260/282 | m [g] | c [ng/uL] | A260/282 | m [g] | DNA Content (R) | Purity | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| R | field cricket | 3/3 | 554.8 | 1.85 | 0.51 | 671.1 | 1.87 | 0.51 | 0.827 | 116.30 | < | 201.33 | 0.02 | < | 0.19 |
| field cricket | 6/1 | 39.5 | 1.61 | 0.45 | 58.4 | 1.39 | 0.55 | 0.827 | 18.90 | < | 17.52 | 0.22 | < | 0.16 | |
| superworm | 3/2 | 39.8 | 1.70 | 0.45 | 58.0 | 1.78 | 0.55 | 0.839 | 18.20 | < | 17.40 | 0.08 | < | 0.18 | |
| superworm | 6/2 | 154.9 | 2.00 | 0.55 | 110.9 | 1.84 | 0.45 | 1.143 | 44.00 | < | 46.47 | 0.16 | < | 0.20 | |
| yellow mealworm | 1/4 | 21.8 | 1.44 | 0.51 | 29.4 | 1.36 | 0.54 | 0.785 | 7.60 | < | 8.82 | 0.08 | < | 0.29 | |
| yellow mealworm | 3/1 | 23.0 | 1.45 | 0.50 | 20.7 | 1.43 | 0.50 | 1.111 | 2.30 | < | 6.90 | 0.02 | < | 0.15 | |
| yellow mealworm | 6/4 | 450.3 | 2.13 | 0.51 | 424.1 | 2.13 | 0.51 | 1.062 | 26.20 | < | 135.09 | 0.00 | < | 0.21 | |
| migratory locust | 3/4 | 35.5 | 1.54 | 0.49 | 39.3 | 1.59 | 0.48 | 0.884 | 3.85 | < | 11.79 | 0.05 | < | 0.16 | |
| migratory locust | 6/5 | 754.2 | 1.87 | 0.50 | 982.1 | 1.87 | 0.50 | 0.768 | 227.90 | < | 294.63 | 0.00 | < | 0.19 | |
| banded cricket | 1/6 | 221.6 | 1.90 | 0.50 | 262.2 | 1.73 | 0.50 | 0.845 | 40.64 | < | 78.67 | 0.17 | < | 0.19 | |
| banded cricket | 6/6 | 341.2 | 1.92 | 0.55 | 221.3 | 1.90 | 0.46 | 1.290 | 119.90 | > | 102.36 | 0.02 | < | 0.19 | |
| Dubia cockroach | 1/3 | 385.5 | 1.86 | 0.52 | 352.4 | 1.84 | 0.51 | 1.073 | 33.10 | < | 115.65 | 0.02 | < | 0.19 | |
| Dubia cockroach | 6/3 | 395.8 | 1.86 | 0.52 | 385.5 | 1.86 | 0.51 | 1.007 | 10.30 | < | 118.74 | 0.00 | < | 0.19 | |
| Madagascar cockroach | 3/5 | 184.7 | 1.79 | 0.47 | 210.3 | 1.85 | 0.54 | 1.009 | 25.60 | < | 63.09 | 0.06 | < | 0.19 | |
| Madagascar cockroach | 6/7 | 162.7 | 1.82 | 0.53 | 154.8 | 1.78 | 0.53 | 1.051 | 7.90 | < | 48.81 | 0.04 | < | 0.18 | |
| mealworm larva | 5/1 | 75.0 | 1.72 | 0.55 | 60.3 | 1.74 | 0.45 | 1.018 | 14.70 | < | 22.50 | 0.02 | < | 0.17 | |
| mealworm larva | 6/7 | 52.8 | 1.78 | 0.48 | 74.6 | 1.88 | 0.52 | 0.767 | 21.80 | < | 22.38 | 0.10 | < | 0.38 | |
| mealworm larva | 6/9 | 85.2 | 1.86 | 0.45 | 117.6 | 1.94 | 0.50 | 0.805 | 32.40 | < | 35.28 | 0.08 | < | 0.19 | |
| superworm larva | 5/2 | 185.3 | 1.82 | 0.49 | 141.8 | 1.76 | 0.45 | 1.200 | 43.50 | < | 55.59 | 0.06 | < | 0.18 | |
| superworm larva | 6/8 | 422.1 | 1.84 | 0.54 | 352.4 | 1.82 | 0.48 | 1.065 | 69.70 | < | 126.63 | 0.02 | < | 0.18 | |
|
| dried mealworm larvae | 2/1 | 175.4 | 1.85 | 0.45 | 590.8 | 1.90 | 0.55 | 0.363 | 415.42 | > | 177.23 | 0.05 | < | 0.38 |
| mealworm larvae 20%, dried crickets 10% | 2/2 | 463.6 | 1.77 | 0.45 | 655.9 | 1.80 | 0.52 | 0.817 | 192.26 | < | 196.76 | 0.03 | < | 0.36 | |
| dried mealworm larvae | 2/3 | 329.5 | 1.93 | 0.55 | 243.8 | 1.80 | 0.48 | 1.180 | 85.71 | < | 98.86 | 0.13 | < | 0.39 | |
| mealworm larvae 4% | 2/4 | 287.3 | 1.88 | 0.55 | 271.9 | 1.80 | 0.45 | 0.864 | 15.390 | < | 86.18 | 0.08 | < | 0.38 | |
| mealworm 10% | 2/5 | 129.8 | 1.80 | 0.45 | 231.0 | 1.80 | 0.54 | 0.674 | 101.180 | > | 69.29 | 0.00 | < | 0.36 | |
| dried cricket | 2/6 | 110.5 | 1.72 | 0.51 | 91.7 | 1.80 | 0.50 | 1.181 | 18.791 | < | 33.14 | 0.08 | < | 0.36 | |
| dipterans/crustaceans | 2/7 | 460.0 | 1.78 | 0.48 | 538.6 | 1.90 | 0.45 | 0.801 | 78.600 | < | 161.57 | 0.12 | < | 0.38 | |
| cricket 0.3%, mealworm 0.2% | 2/8 | 211.6 | 1.78 | 0.46 | 363.5 | 1.80 | 0.55 | 0.696 | 151.850 | > | 109.04 | 0.02 | < | 0.36 | |
| crustaceans/no insects | 2/9 | 408.9 | 1.81 | 0.48 | 420.5 | 1.84 | 0.51 | 1.033 | 11.586 | < | 126.14 | 0.03 | < | 0.37 | |
| no insects/crustaceans | 4/1 | 281.9 | 1.70 | 0.54 | 307.8 | 1.80 | 0.48 | 0.814 | 25.950 | < | 92.34 | 0.10 | < | 0.36 | |
| dried mealworm larvae | 4/2 | 110.3 | 1.79 | 0.48 | 214.8 | 1.88 | 0.51 | 0.546 | 104.500 | > | 64.45 | 0.09 | < | 0.38 | |
| dipterans/crustaceans | 4/3 | 100.7 | 1.73 | 0.52 | 70.9 | 1.79 | 0.49 | 1.338 | 29.770 | < | 30.20 | 0.06 | < | 0.36 | |
| no insects/crustaceans | 4/4 | 171.6 | 1.77 | 0.55 | 89.4 | 1.70 | 0.48 | 1.675 | 82.220 | < | 51.48 | 0.07 | < | 0.35 | |
Wr—repeatability of DNA isolations, c—concentration of DNA isolations, A260/280—absorbance of DNA isolations, m—weight of sample.
The reaction results of yellow mealworm determination from four independent DNA isolations and interpretation of the test.
| Type of Sample | Sample Composition | No. of Sample | cT of DNA Isolation Repeats | SD | RSD% | Interpretation of the Result | |||
|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | ||||||
| R | field cricket | 1/1 | NR | NR | NR | NR | − | ||
| R | field cricket | 3/3 | NR | NR | NR | NR | − | ||
| R | superworm | 1/2 | NR | NR | NR | NR | − | ||
| R | superworm | 3/2 | NR | NR | NR | NR | − | ||
| R | Dubia cockroach | 1/3 | NR | NR | NR | NR | − | ||
| R | Dubia cockroach | 6/3 | NR | NR | NR | NR | − | ||
| R | Madagascar cockroach | 3/5 | NR | NR | NR | NR | − | ||
| R | Madagascar cockroach | 6/7 | NR | NR | NR | NR | − | ||
| R | yellow mealworm | 1/4 | 36.38 | 33.92 | 32.91 | 35.25 | 1.52 | 4.39% | + |
| R | yellow mealworm | 3/1 | 31.25 | 35.74 | 31.80 | 32.31 | 2.02 | 6.17% | + |
| R | yellow mealworm | 6/4 | 30.22 | 26.29 | 30.69 | 27.17 | 2.19 | 7.65% | + |
| R | migratory locust | 1/5 | NR | NR | NR | NR | − | ||
| R | migratory locust | 3/4 | NR | NR | NR | NR | − | ||
| R | banded cricket | 1/6 | NR | NR | NR | NR | − | ||
| R | banded cricket | 6/6 | NR | NR | NR | NR | − | ||
| R | mealworm larva | 5/1 | 33.35 | 28.20 | 31.34 | 33.08 | 2.37 | 7.52% | + |
| R | mealworm larva | 6/7 | 28.65 | 30.09 | 31.31 | 33.47 | 2.04 | 6.61% | + |
| R | mealworm larva | 6/9 | 31.82 | 29.44 | 32.64 | 35.96 | 2.70 | 8.31% | + |
| R | superworm larva | 5/2 | NR | NR | NR | NR | − | ||
| lacewing | NR | NR | NR | NR | − | ||||
| house fly | NR | NR | NR | NR | − | ||||
| lemon | NR | NR | NR | NR | − | ||||
| banana | NR | NR | NR | NR | − | ||||
| tomato | NR | NR | NR | NR | − | ||||
| wheat/oat grain | NR | NR | NR | NR | − | ||||
| cattle | NR | NR | NR | NR | − | ||||
| pig | NR | NR | NR | NR | − | ||||
| turkey | NR | NR | NR | NR | − | ||||
| chicken | NR | NR | NR | NR | − | ||||
| fish | NR | NR | NR | NR | − | ||||
R—raw samples, NR—no reaction, cT—threshold cycle, SD—standard deviation, RSD%—relative standard deviation, + contains yellow mealworm, − contains no yellow mealworm.
One-way analysis of variance for both forms of yellow mealworm (larva and adult form).
| Template | No. of Analysed Sample Repeat | F |
| Fcrit | Interpretation |
|---|---|---|---|---|---|
| Mealworm larvae, sample 1 | 4 | 0.449 | 0.652 | 4.256 | |
| Mealworm larvae, sample 2 | 4 | ||||
| Mealworm larvae, sample 3 | 4 | ||||
| Yellow mealworm, sample 1 | 4 | 10.218 | 0.005 | 4.256 | * |
| Yellow mealworm, sample 2 | 4 | ||||
| Yellow mealworm, sample 3 | 4 | ||||
| Between both groups/templates | 3.493 | 0.022 | 2.773 | * |
F—Fisher-Snedecor test result, p—probability value, Fcrit—critical value of the Fisher-Snedecor test, *—significant difference.
Inter-laboratory validation results of the real-time PCR system using standard curves for three different samples—reaction results.
| Actual Concentration [%] in the Reference Sample | cT of Yellow Mealworms Samples Repeat | Biological Form | ||
|---|---|---|---|---|
| 1 | 2 | 3 | ||
| 100 | 27.98 | 28.58 | 27.56 | Adult |
| 10 | 31.28 | 31.92 | 30.80 | |
| 1 | 34.91 | 34.95 | 35.70 | |
| 0.1 | 37.82 | 37.75 | 36.99 | |
| 100 | 29.32 | 28.37 | 32.57 | Larva |
| 10 | 32.94 | 31.70 | 35.51 | |
| 1 | 36.60 | 35.06 | 38.82 | |
| 0.1 | 39.26 | 38.43 | 40.13 | |
cT—Threshold cycle.
Inter-laboratory validation results of the real-time PCR system using standard curves for three different samples—parameters of standard curves.
| Parameters of Real-Time PCR | Yellow Mealworm Sample Repeat | Biological Form | F | Fcrit | Interpretation | ||
|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | |||||
| E | 103.51 | 108.664 | 100.173 | Adult | 2.17 | 19 | ** I |
| R2 | 0.986 | 0.987 | 0.998 | ||||
| Slope | −3.241 | −3.13 | −3.318 | ||||
| Y-Inter | 34.183 | 35.051 | 34.668 | ||||
| E | 98.221 | 87.519 | 100.475 | Larva | 1.70 | 19 | ** |
| R2 | 1 | 1 | 0.986 | ||||
| Slope | −3.365 | −3.662 | −3.311 | ||||
| Y-Inter | 35.062 | 36.0599 | 38.824 | ||||
E—efficiency, R2—coefficient of correlation, Y-Inter—the intercepts, **—the linearity of the test.
Quantitative analysis of reference samples.
| Type of Sample | c and cT of the References Samples of Yellow Mealworm | AC [%] | |||||
|---|---|---|---|---|---|---|---|
| Actual | Determined According to Curve | ||||||
| 1 | 2 | 1 | 2 | ||||
| c [%] | ct | c [%] | ct | c [%] | |||
| Adult | 100 | 27.85 | 90.22 | 28.33 | 81.16 | 9.78% | 18.84% |
| 10 | 30.09 | 18.50 | 30.63 | 16.53 | 85.03% | 65.30% | |
| 1 | 31.60 | 6.25 | 32.11 | 5.89 | 525.02% | 489.00% | |
| Larva | 100 | 31.83 | 9.13 | 28.95 | 959.91 | 90.87% | 859.91% |
| 10 | 35.52 | 0.73 | 32.61 | 75.23 | 92.71% | 652.34% | |
| 1 | 38.43 | 0.06 | 36.27 | 5.90 | 94.18% | 489.66% | |
c—concentration, cT—threshold cycle, AC—accuracy according to curve.
Results of determination of yellow mealworm in commercial food products.
| Type of Sample | No. of Sample | cT of Samples Repeat | cT Mean | SD | RSD % | Interpretation of the Result | |||
|---|---|---|---|---|---|---|---|---|---|
| 1 | 2 | 3 | 4 | ||||||
| P | 2/1 | 26.65 | 24.35 | 27.04 | 24.52 | 25.64 | 1.40 | 5.47% | + |
| P | 2/2 | 31.32 | 27.26 | 30.99 | 27.44 | 29.25 | 2.20 | 7.53% | + |
| P | 2/3 | 31.87 | 31.88 | 31.62 | 31.04 | 31.60 | 0.39 | 1.25% | + |
| P | 2/4 | 32.52 | 32.39 | 32.28 | 32.55 | 32.44 | 0.12 | 0.38% | + |
| P | 2/5 | 27.21 | 26.38 | 26.95 | 26.56 | 26.78 | 0.38 | 1.40% | + |
| P | 2/6 | NR | NR | NR | NR | - | |||
| P | 2/7 | NR | NR | NR | NR | - | |||
| P | 2/8 | 35.98 | 35.33 | 35.73 | 35.48 | 35.63 | 0.29 | 0.80% | + |
| P | 2/9 | NR | NR | NR | NR | - | |||
| P | 4/1 | NR | NR | NR | 42.55 | - | |||
| P | 4/2 | 27.17 | 25.88 | 26.92 | 26.00 | 26.49 | 0.65 | 2.45% | + |
| P | 4/3 | NR | NR | NR | NR | - | |||
| P | 4/4 | NR | NR | NR | NR | - | |||
p—processed samples, NR—no reaction, cT—threshold cycle, SD—standard deviation, RSD%—relative standard deviation.