Effects of Storage Duration and Structures on Sesame Seed Germination, Mold Growth, and Mycotoxin Accumulation
Abstract
:1. Introduction
2. Results
2.1. Sesame Temperature and Moisture
2.2. Oxygen and Carbon Dioxide Concentrations in Storage Bags
2.3. Mold Infection and Germination of Sesame Seeds
2.4. Fungal Infection of Stored Sesame Seed
2.5. Mycotoxin Levels of Stored Sesame Seeds
2.5.1. Total Aflatoxin
2.5.2. Total Fumonisin
2.5.3. Deoxynivalenol
2.5.4. Ochratoxin A
2.6. The Correlation of Fungal Contamination and Mycotoxin Levels
3. Discussion
3.1. Sesame Seed Moisture and Temperature
3.2. Oxygen and Carbon Dioxide Concentrations in Storage Bags
3.3. Mold Infection and Germination of Sesame Seeds
3.4. Mycotoxin Levels of Stored Sesame Seeds
4. Conclusions
5. Materials and Methods
5.1. Treatments and Experimental Design
5.2. Sesames Seed Sources
5.3. Storage Environment and Sesame Sampling Protocol
5.4. Mold Infection
5.5. Seed Germination
5.6. Mycotoxin Analysis
5.7. Data Analysis
Author Contributions
Funding
Conflicts of Interest
Appendix A
Variables | Change | Per Month | t value | Pr(>|t|) |
---|---|---|---|---|
Temperature (°C) | PICS bags | −0.18 ± 0.05 | 3.95 | <0.001 |
SGP bags | −0.19 ± 0.05 | −4.01 | <0.001 | |
PP bags | 0.00 ± 0.05 | −0.09 | 0.92 | |
Jute bags | 0.25 ± 0.05 | 5.39 | <0.001 | |
Moisture (%) | Hermetic Bags | −0.07 ± 0.10 | −0.76 | 0.45 |
Non-hermetic | 1.89 ± 0.10 | 19.78 | <0.001 | |
PICS bags | −0.10 ± 0.14 | −0.72 | 0.47 | |
SGP bags | −0.05 ± 0.14 | −0.34 | 0.74 | |
PP bags | 1.86 ± 0.14 | 13.56 | <0.001 | |
Jute bags | 1.92 ± 0.14 | 13.97 | <0.001 |
Variables | Between Months | Storage Structure | Change per Month | t Value | Pr(>|t|) |
---|---|---|---|---|---|
Oxygen | 0–2 | PICS bags | −0.73 ± 0.08 | −9.06 | <0.001 |
SGP bags | −0.47 ± 0.08 | −5.77 | <0.001 | ||
PP bags | −0.01 ± 0.08 | −0.12 | 0.90 | ||
Hermetic Bags | −0.59 ± 0.22 | −2.70 | 0.01 | ||
Non-hermetic | 0.00 ± 0.22 | 0.02 | 0.98 | ||
2–4 | PICS bags | −0.45 ± 0.08 | −5.52 | <0.001 | |
SGP bags | −1.14 ± 0.08 | −14.13 | <0.001 | ||
PP bags | −0.07 ± 0.08 | −0.91 | 0.37 | ||
Hermetic Bags | −0.28 ± 0.31 | −0.90 | 0.37 | ||
Non-hermetic | −0.12± 0.31 | −0.37 | 0.71 | ||
4–6 | PICS bags | −12.04 ± 0.08 | −48.77 | <0.001 | |
SGP bags | −9.81 ± 0.08 | −21.21 | <0.001 | ||
PP bags | −0.14 ± 0.08 | −1.689 | 0.104 | ||
Hermetic Bags | −11 ± 0.31 | −35.63 | <0.001 | ||
Non-hermetic | −0.73 ± 0.31 | −2.37 | 0.02 | ||
Carbon dioxide concentrations | 0–2 | PICS bags | 0.99 ± 0.03 | 35.25 | <0.001 |
SGP bags | 1.09 ± 0.03 | 38.93 | <0.001 | ||
PP bags | 0.00 ± 0.03 | 0.00 | 1.00 | ||
Jute bags | −0.00 ± 0.03 | −0.12 | 0.91 | ||
Hermetic Bags | 1.04 ± 0.78 | 1.34 | 0.19 | ||
Non-hermetic | −0.00 ± 0.78 | −0.00 | 0.99 | ||
2–4 | PICS bags | 6.68 ± 0.03 | 37.95 | <0.001 | |
SGP bags | 1.02 ± 0.03 | 36.19 | <0.001 | ||
PP bags | 0.08 ± 0.03 | 2.73 | 0.01 | ||
Jute bags | 0.11 ± 0.03 | 3.79 | <0.001 | ||
Hermetic Bags | 3.85 ± 0.78 | 4.96 | <0.001 | ||
Non-hermetic | 0.09 ±0.78 | 0.12 | 0.91 | ||
4–6 | PICS bags | 10.70 ± 0.03 | 381.08 | <0.001 | |
SGP bags | 17.03 ± 0.03 | 606.45 | <0.001 | ||
PP bags | 0.72 ± 0.03 | 25.75 | <0.001 | ||
Jute bags | 0.51 ± 0.03 | 18.16 | <0.001 | ||
Hermetic Bags | 13.87 ± 0.78 | 17.87 | <0.001 | ||
Non-hermetic | 0.62 ± 0.78 | 0.79 | 0.43 |
Variables | Between Months | Storage Structure | Change ± SE | t Value | Pr(>|t|) |
---|---|---|---|---|---|
Aflatoxin | 0–2 | PICS bags | 1.38 ± 0.03 | 42.97 | <0.001 |
SGP bags | 1.02 ± 0.03 | 31.58 | <0.001 | ||
PP bags | 2.59 ± 0.03 | 80.46 | <0.001 | ||
Jute bags | 1.62 ± 0.03 | 50.43 | <0.001 | ||
Hermetic Bags | 1.20 ± 0.23 | 5.23 | <0.001 | ||
Non-hermetic | 2.11 ± 0.23 | 9.18 | <0.001 | ||
2–4 | PICS bags | −0.01 ± 0.03 | −0.310 | <0.001 | |
SGP bags | 0.56 ± 0.03 | 17.39 | <0.001 | ||
PP bags | 6.00 ± 0.03 | 186.5 | <0.001 | ||
Jute bags | 8.08 ± 0.03 | 251.1 | <0.001 | ||
Hermetic Bags | 0.27 ± 0.23 | 1.19 | <0.001 | ||
Non-hermetic | 7.04 ± 0.23 | 30.70 | <0.001 | ||
4–6 | PICS bags | 0.21 ± 0.03 | 6.52 | <0.001 | |
SGP bags | 0.04 ± 0.03 | 1.35 | <0.001 | ||
PP bags | 2.82 ± 0.03 | 87.60 | <0.001 | ||
Jute bags | 2.10 ± 0.03 | 65.24 | <0.001 | ||
Hermetic Bags | 0.12 ± 0.23 | 0.55 | <0.001 | ||
Non-hermetic | 2.46 ± 0.23 | 10.72 | <0.001 | ||
Total fumonisin | 0–2 | Hermetic Bags | 0.01 ± 0.05 | 0.16 | 0.88 |
Non-hermetic | 1.00 ± 0.05 | 22.15 | <0.001 | ||
2–4 | Hermetic Bags | 0.00± 0.05 | 0.05 | 0.96 | |
Non-hermetic | 0.43 ± 0.05 | 9.45 | <0.001 | ||
4–6 | Hermetic Bags | 0.01 ± 0.04 | 0.20 | 0.84 | |
Non-hermetic | 0.20 ± 0.04 | 4.43 | <0.001 | ||
Deoxynivalenol (ppm) | 0–2 | Hermetic Bags | 0.01 ± 0.07 | 0.19 | 0.85 |
Non-hermetic | 0.42 ± 0.07 | 5.71 | <0.001 | ||
2–4 | Hermetic Bags | 0.00 ± 0.07 | 0.05 | 0.96 | |
Non-hermetic | 0.65 ± 0.07 | 8.93 | <0.001 | ||
4–6 | Hermetic Bags | 0.00 ± 0.07 | 0.04 | 0.9675 | |
Non-hermetic | 0.45 ± 0.07 | 6.17 | <0.001 | ||
Ochratoxin A (ppb) | 0–2 | Hermetic Bags | 0.34 ± 0.31 | 1.07 | 0.29 |
Non-hermetic | 4.26 ± 0.31 | 13.59 | <0.001 | ||
2–4 | Hermetic Bags | 0.91 ± 0.31 | 2.90 | <0.001 | |
Non-hermetic | 2.23 ± 0.31 | 7.13 | <0.001 | ||
4–6 | Hermetic Bags | −0.11 ± 0.31 | −0.35 | 0.73 | |
Non-hermetic | 1.06 ± 0.31 | 3.38 | <0.001 |
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Variables | Storage Structure | Mean ± SE at Month | |||
---|---|---|---|---|---|
0 | 2 | 4 | 6 | ||
Temperature (°C) | PICS bags | 20.15 ± 0.27 | 19.21 ± 0.01d | 19.41 ± 0.01c | 18.87 ± 0.06c |
SGP bags | 20.15 ± 0.27 | 19.26 ± 0.00c | 19.27 ± 0.01c | 18.91 ± 0.02c | |
PP bags | 20.46 ± 0.01 | 19.95 ± 0.01b | 20.75 ± 0.27b | 20.16 ± 0.02b | |
Jute bags | 20.12 ± 0.59 | 20.47 ± 0.01a | 21.79 ± 0.02a | 21.35 ± 0.32a | |
Moisture (%) | PICS bags | 6.64 ± 0.02 | 6.63 ± 0.02c | 6.37 ± 0.01d | 6.07 ± 0.01d |
SGP bags | 6.59 ± 0.06 | 6.63 ± 0.03c | 6.46 ± 0.01c | 6.34 ± 0.00c | |
PP bags | 6.64 ± 0.02 | 9.97 ± 0.04b | 10.65 ± 0.02b | 18.83 ± 0.01b | |
Jute bags | 6.64 ± 0.02 | 10.82 ± 0.18a | 12.45 ± 0.02a | 18.88 ± 0.01a | |
Humidity (%) | PICS bags | 58.37 ± 2.55 | 44.88 ± 0.16c | 40.06 ± 0.03c | 38.75 ± 0.57d |
SGP bags | 58.38 ± 2.55 | 38.23 ± 0.21d | 37.86 ± 0.76d | 46.24 ± 0.03c | |
PP bags | 58.64 ± 2.33 | 57.97 ± 0.09b | 60.94 ± 0.15b | 62.46 ± 0.04b | |
Jute bags | 58.37 ± 2.55 | 59.96 ± 0.20a | 70.63 ± 0.78a | 74.61 ± 0.01a | |
Oxygen (%) | PICS bags | 20.81 ± 0.04 | 20.08 ± 0.01b | 19.56 ± 0.03c | 6.87 ± 0.02d |
SGP bags | 20.81 ± 0.04 | 20.35 ± 0.23b | 19.13 ± 0.01d | 8.67 ± 0.06c | |
PP bags | 20.81 ± 0.04 | 20.81 ± 0.04a | 20.66 ± 0.02b | 19.87 ± 0.06b | |
Jute bags | 20.81 ± 0.04 | 20.82 ± 0.02a | 20.74 ± 0.04a | 20.09 ± 0.01a | |
CO2 levels (%) | PICS bags | 0.06 ± 0.03 | 1.05 ± 0.02b | 7.74 ± 0.05a | 18.44 ± 0.02b |
SGP bags | 0.06 ± 0.03 | 1.15 ± 0.03a | 2.17 ± 0.01b | 19.20 ± 0.10a | |
PP bags | 0.07 ± 0.03 | 0.07 ± 0.03c | 0.15 ± 0.04c | 0.87 ± 0.01c | |
Jute bags | 0.06 ± 0.03 | 0.05 ± 0.01c | 0.16 ± 0.01c | 0.67 ± 0.02d |
Variable | Storage Structure | Month 0 | Month 2 | Month 4 | Month 6 |
---|---|---|---|---|---|
Seed germination | PICS bags | 90.00 ± 0.00 | 89.00 ± 1.73a | 88.33 ± 2.89a | 89.67 ± 0.58a |
SGP bags | 90.00 ± 0.00 | 89.67 ± 0.58a | 88.33 ± 2.89a | 88.33 ± 2.89a | |
PP bags | 90.00 ± 0.00 | 77.67 ± 2.52b | 69.67 ± 0.58b | 61.67 ± 2.08b | |
Jute bags | 89.97 ± 0.06 | 72.00 ± 2.65c | 67.33 ± 1.15b | 61.67 ± 1.53b | |
Mold Infection | PICS bags | 38.33 ± 0.12 | 38.33 ± 1.53c | 33.33 ± 2.08b | 23.67 ± 0.58b |
SGP bags | 38.47 ± 0.15 | 39.00 ± 1.00c | 30.00 ± 1.00c | 22.67 ± 0.58b | |
PP bags | 38.01 ± 0.05 | 47.33 ± 0.58b | 66.33 ± 0.58a | 79.67 ± 1.53a | |
Jute bags | 38.33 ± 0.06 | 61.67 ± 2.08a | 67.33 ± 0.58a | 78.67 ± 1.53a |
Fungal Genera (%) | Storage Structure | Month 0 | Month 2 | Month 4 | Month 6 |
---|---|---|---|---|---|
Aspergillus | PICS bags | 28.03 ± 0.58 | 20.90 ± 0.82c | 20.00 ± 0.60b | 16.93± 0.40c |
SGP bags | 29.53 ± 0.81 | 17.93 ± 0.45d | 20.03 ± 0.65b | 18.43± 1.17c | |
PPbags | 29.53 ± 0.81 | 35.20 ± 1.11b | 43.70 ± 0.35a | 47.13±0.67b | |
Jute bags | 28.80 ± 1.11 | 39.47 ± 0.47a | 44.57 ± 0.40a | 49.40± 0.60a | |
Fusarium | PICS bags | 32.87 ± 4.07 | 26.07 ± 2.48b | 16.96 ± 0.79c | 14.07± 0.40c |
SGP bags | 33.63 ± 0.58 | 26.50 ± 2.10b | 19.98 ± 0.63b | 14.07± 0.40c | |
PP bags | 33.63 ± 0.58 | 28.90 ± 1.56b | 26.67 ± 0.78a | 18.83± 0.35b | |
Jute bags | 33.60 ± 2.36 | 44.37 ± 0.60a | 26.27 ± 0.78a | 22.00±1.66a | |
Penicillium | PICS bags | 20.40 ± 0.46 | 21.32 ± 0.28c | 18.98 ± 1.24c | 15.27± 0.46c |
SGP bags | 20.40 ± 0.46 | 21.37 ± 0.31c | 20.03 ± 0.65c | 17.67± 0.46b | |
PP bags | 20.01 ± 0.02 | 25.45 ± 0.13b | 28.67 ± 0.23b | 34.76± 0.21a | |
Jute bags | 20.47 ± 0.38 | 26.45 ± 0.22a | 34.15 ± 0.29a | 35.29± 0.25a |
Mycotoxins | Storage Structure | Mean ± SE at Month | |||
---|---|---|---|---|---|
0 | 2 | 4 | 6 | ||
Aflatoxins (ppb) | PICS bags | 4.35 ± 0.03 | 5.73 ± 0.06c | 5.72 ± 0.02d | 5.93 ± 0.03c |
SGP bags | 4.33 ± 0.03 | 5.35 ± 0.03d | 5.91 ± 0.02c | 5.95 ± 0.03c | |
PP bags | 4.32 ± 0.01 | 6.91 ± 0.02a | 12.91± 0.01b | 15.73± 0.15b | |
Jute bags | 4.33 ± 0.02 | 5.95 ± 0.03b | 14.04± 0.01a | 16.14± 0.03a | |
Deoxynivalenol (ppm) | PICS bags | 0.90 ± 0.00 | 0.92 ± 0.00c | 0.92 ± 0.00c | 0.92 ± 0.00c |
SGP bags | 0.90 ± 0.00 | 0.92 ± 0.00c | 0.92 ± 0.00c | 0.93 ± 0.00c | |
PP bags | 0.90 ± 0.00 | 1.30 ± 0.00b | 1.64 ± 0.00b | 1.85 ± 0.01b | |
Jute bags | 0.90 ± 0.00 | 1.34 ± 0.00a | 2.31 ± 0.00a | 3.00 ± 0.00a | |
Fumonisins (ppm) | PICS bags | 0.43 ± 0.00 | 0.45 ± 0.00c | 0.45 ± 0.00c | 0.45 ± 0.00c |
SGP bags | 0.44 ± 0.00 | 0.44 ± 0.00c | 0.44 ± 0.00c | 0.45 ± 0.00c | |
PP bags | 0.43 ± 0.00 | 1.26 ± 0.00b | 1.86 ± 0.00b | 2.00 ± 0.00b | |
Jute bags | 0.43 ± 0.00 | 1.60 ± 0.01a | 1.86 ± 0.00a | 2.12 ± 0.00a | |
Ochratoxin A (ppb) | PICS bags | 4.07 ± 0.11 | 4.63 ± 0.15c | 5.70 ± 0.09c | 5.16 ± 0.18c |
SGP bags | 4.18 ± 0.28 | 4.29 ± 0.03d | 5.04 ± 0.03d | 5.37 ± 0.08c | |
PP bags | 4.33 ± 0.24 | 7.13 ± 0.03b | 9.30 ± 0.17b | 9.82 ± 0.20b | |
Jute bags | 4.29 ± 0.45 | 10.00 ± 0.18a | 12.30± 0.35a | 13.90± 0.14a |
Storage Structures | Aflatoxins | Deoxynivalenol | Fumonisins | Ochratoxin |
---|---|---|---|---|
Aspergillus | 0.94 *** | 0.88 *** | 0.96 *** | 0.93 *** |
Fusarium | −0.81 *** | −0.61 *** | −0.51 ** | −0.41 |
Penicillium | 0.96 *** | 0.90 *** | 0.94 *** | 0.92 *** |
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Alemayehu, S.; Abera, F.A.; Ayimut, K.M.; Darnell, R.; Mahroof, R.; Harvey, J.; Subramanyam, B. Effects of Storage Duration and Structures on Sesame Seed Germination, Mold Growth, and Mycotoxin Accumulation. Toxins 2023, 15, 39. https://doi.org/10.3390/toxins15010039
Alemayehu S, Abera FA, Ayimut KM, Darnell R, Mahroof R, Harvey J, Subramanyam B. Effects of Storage Duration and Structures on Sesame Seed Germination, Mold Growth, and Mycotoxin Accumulation. Toxins. 2023; 15(1):39. https://doi.org/10.3390/toxins15010039
Chicago/Turabian StyleAlemayehu, Samuel, Fetien Abay Abera, Kiros Meles Ayimut, Ross Darnell, Rizana Mahroof, Jagger Harvey, and Bhadriraju Subramanyam. 2023. "Effects of Storage Duration and Structures on Sesame Seed Germination, Mold Growth, and Mycotoxin Accumulation" Toxins 15, no. 1: 39. https://doi.org/10.3390/toxins15010039
APA StyleAlemayehu, S., Abera, F. A., Ayimut, K. M., Darnell, R., Mahroof, R., Harvey, J., & Subramanyam, B. (2023). Effects of Storage Duration and Structures on Sesame Seed Germination, Mold Growth, and Mycotoxin Accumulation. Toxins, 15(1), 39. https://doi.org/10.3390/toxins15010039