Submitted:
09 May 2025
Posted:
12 May 2025
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Abstract
Keywords:
1. Introduction
2. Materials and Methods
2.1. Study Objective and Experimental Design
2.2. Chemical Characterization of Diesel Fuel in Study Samples
2.2.1. Virgin Diesel
2.2.2. Weathered Diesel
2.3. Preparation of HDPE Samples
2.4. Preparation of Culture Medium
2.5. Inoculation and Incubation
2.6. Monitoring and Evaluation of Fungal Growth
3. Results
3.1. Composition of Virgin Diesel Fuel
3.2. Composition of Weathered Diesel Fuel Extracted from HDPE Fuel Container Surfaces
3.3. Fungal Growth Dynamics on Plastic Substrates
3.3.1. Comparative Fungal Behavior at 30 °C According to Plastic Substrate Type
3.3.2. Comparison of Fungal Behavior at 25 °C by Plastic Matrix Type
3.3.3. Comparison of Fungal Behavior at 20 °C According to Plastic Matrix Type
3.3.4. Analysis of Experimental Variability Across Treatments
3.3.5. Influence of Incubation Temperature on Fungal Colonization
3.3.6. Temporal Evolution of Mycelial Growth and Halo Formation
| Day | Grey + Diesel (Colonies Error) | Grey + Diesel (Halos Error) | White + Diesel (Colonies Error) | White + Diesel (Halos Error) | Control (Grey) (Colonies Error) | Control (Grey) (Halos Error) |
|---|---|---|---|---|---|---|
| 0 | 3.0 | 3.0 | 5.0 | 5.0 | 3.5 | 3.5 |
| 4 | 8.0 | 80.0 | 5.0 | 45.0 | 9.0 | 110.0 |
| 7 | 12.0 | 130.0 | 8.0 | 90.0 | 13.0 | 160.0 |
| 10 | 16.0 | 180.0 | 11.0 | 130.0 | 17.0 | 220.0 |
| 13 | 18.0 | 220.0 | 14.0 | 160.0 | 21.0 | 290.0 |
| 17 | 21.0 | 240.0 | 16.0 | 185.0 | 24.0 | 310.0 |
4. Qualitative Analysis of Photographic Images of Fungal Cultures
4.1. Samples of Grey Plastic Contaminated with Weathered Diesel Fuel
4.2. White Plastic Contaminated with Non-Weathered Diesel Fuel
4.3. Grey Plastic Without Contamination Used as Control
5. Conclusions
Author Contributions
Funding
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| HPDE | High-Density Polyethylene |
| PDA | Potato Dextrose Agar |
| CV | Coefficient of Variation |
| BTEX | Benzene, Toluene, Ethylbenzene, and Xylenes |
| PAHs | Polycyclic Aromatic Hydrocarbons |
| GC-MS | Gas Chromatography–Mass Spectrometry |
| SPME | Solid Phase Microextraction |
| UV | Ultraviolet |
| AFB1 | Aflatoxin B1 |
| AFB2 | Aflatoxin B2 |
| WRF | White-Rot Fungi |
| A. flavus | Aspergillus flavus |
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| Component | Estimated Concentration (% w/w) | Estimated Error (%) |
|---|---|---|
| n-Alkanes C10–C14 | 8.5 | 0.38 |
| n-Alkanes C15–C20 | 20 | 0.42 |
| n-Alkanes C21–C25 | 25 | 0.39 |
| Aromatic hydrocarbons (BTEX) | 15 | 0.16 |
| Naphthenes | 12 | 0.31 |
| Polycyclic aromatic hydrocarbons (PAHs) | 5 | 0.32 |
| Pristane and phytane | 1.5 | 0.19 |
| Unidentified fraction(residuals) | 13 | 0.24 |
| Component | Estimated Concentration (% w/w) | Estimated Error (%) |
|---|---|---|
| n-Alkanes C10–C14 | 0.5 | 0.1 |
| n-Alkanes C15–C20 | 5.0 | 0.3 |
| n-Alkanes C21–C25 | 8.0 | 0.4 |
| Aromatic hydrocarbons (BTEX) | 0.2 | 0.05 |
| Naphthenes | 3.0 | 0.2 |
| Polycyclic aromatic hydrocarbons (PAHs) | 1.5 | 0.1 |
| Pristane and phytane | 0.7 | 0.05 |
| Unidentified fraction(residuals) | 81.1 | 0.5 |
| Sample | Total Colony Area (mm²) | Mean ± Standard Deviation (mm²) | Total Halo Area (mm²) | Mean ± Standard Deviation (mm²) |
|---|---|---|---|---|
| 1 | 180.02 | 168.01 ± 22.3 | 1,251.82 | 1,647.17 ± 463.91 |
| 142.29 | 1,531.82 | |||
| 181.73 | 2,157.87 | |||
| 2 | 199.54 | 154.62 ± 63.01 | 1,249.35 | 1,632.86 ± 470.5 |
| 82.60 | 1,491.35 | |||
| 181.73 | 2,157.87 | |||
| 3 | 301.33 | 275.51 ± 30.16 | 2,111.98 | 2,363.83 ± 488.25 |
| 282.84 | 2,926.58 | |||
| 242.36 | 2,052.92 | |||
| 4 | 254.36 | 269.97 ± 14.44 | 1,764.81 | 2,347.39 ± 580.89 |
| 282.84 | 2,926.58 | |||
| 272.72 | 2,350.79 | |||
| 5 | 497.67 | 355.8 ± 125.13 | 2,949.17 | 2,823.45 ± 365.65 |
| 261.19 | 2,411.53 | |||
| 308.52 | 3,109.66 | |||
| 6 | 497.67 | 355.8 ± 125.13 | 2,949.17 | 2,823.45 ± 365.65 |
| 261.19 | 2,411.53 | |||
| 308.52 | 3,109.66 |
| Sample | Total Colony Area (mm²) | Mean ± Standard Deviation (mm²) | Total Halo Area (mm²) | Mean ± Standard Deviation (mm²) |
|---|---|---|---|---|
| 1 | 13.86 | 11.72 ± 4.12 | 201.26 | — |
| 14.33 | 67.06 | |||
| 6.97 | — | |||
| 2 | 22.41 | 18.54 ± 9.16 | 109.10 | 257.85 ± 311.29 |
| 25.13 | 615.61 | |||
| 8.08 | 48.85 | |||
| 3 | 22.41 | 18.31 ± 9.55 | 109.10 | 273.85 ± 296.04 |
| 25.13 | 615.61 | |||
| 7.40 | 96.84 | |||
| 4 | 22.41 | 18.31 ± 9.55 | 109.10 | 273.85 ± 296.04 |
| 25.13 | 615.61 | |||
| 7.40 | 96.84 | |||
| 5 | 11.56 | 18.23 ± 15.3 | 1,105.35 | 786.62 ± 597.94 |
| 35.74 | 1,157.67 | |||
| 7.40 | 96.84 | |||
| 6 | 16.42 | 20.1 ± 14.16 | 1,417.43 | 1,036.23 ± 454.27 |
| 35.74 | 1,157.67 | |||
| 8.15 | 533.58 |
| Sample | Total Colony Area (mm²) | Mean ± Standard Deviation (mm²) | Total Halo Area (mm²) | Mean ± Standard Deviation (mm²) |
|---|---|---|---|---|
| 1 | 157.09 | 101.07 ± 56.03 | 1,932.32 | — |
| 45.04 | 1,924.41 | |||
| 101.08 | 1,233.77 | |||
| 2 | 157.09 | 108.89 ± 61.16 | 1,932.32 | 1,788.58 ± 178.13 |
| 40.09 | 1,844.13 | |||
| 129.49 | 1,589.29 | |||
| 3 | 133.79 | 101.12 ± 52.90 | 2,421.59 | 1,951.67 ± 426.44 |
| 40.09 | 1,844.13 | |||
| 129.49 | 1,589.29 | |||
| 4 | 133.79 | 103.15 ± 41.69 | 2,421.59 | 2,068.26 ± 320.96 |
| 55.67 | 1,988.48 | |||
| 119.99 | 1,794.72 | |||
| 5 | 133.79 | 103.15 ± 41.69 | 2,421.59 | 2,068.26 ± 320.96 |
| 55.67 | 1,988.48 | |||
| 119.99 | 1,794.72 | |||
| 6 | 133.79 | 103.15 ± 41.69 | 3,089.46 | 2,290.89 ± 698.34 |
| 55.67 | 1,988.48 | |||
| 119.99 | 1,794.72 |
| Sample | Total Colony Area (mm²) | Mean & Standard Deviation | Total Halo Area (mm²) | Mean & Standard Deviation |
|---|---|---|---|---|
| 1 | 49.26 | 43.88 ± 6.87 | 544.31 | 754.65 ± 188.26 |
| 46.25 | 812.32 | |||
| 36.14 | 907.34 | |||
| 2 | 62.38 | 64.01 ± 15.76 | 544.31 | 1,640.63 ± 1,044.26 |
| 80.53 | 2,623.59 | |||
| 49.14 | 1,754.00 | |||
| 3 | 41.63 | 47.88 ± 8.18 | 515.06 | 1,344.78 ± 723.93 |
| 57.14 | 1,847.70 | |||
| 44.87 | 1,671.58 | |||
| 4 | 41.63 | 47.88 ± 8.18 | 515.06 | 1,344.78 ± 723.93 |
| 57.14 | 1,847.70 | |||
| 44.87 | 1,671.58 | |||
| 5 | 103.05 | 72.19 ± 27.19 | 1,163.20 | 1,437.97 ± 260.99 |
| 51.72 | 1,468.13 | |||
| 61.79 | 1,682.57 | |||
| 6 | 103.05 | 74.19 ± 25.08 | 1,163.20 | 1,437.97 ± 260.99 |
| 57.72 | 1,468.13 | |||
| 61.79 | 1,682.57 |
| Sample | Total Colony Area (mm²) | Mean ± Standard Deviation | Total Halo Area (mm²) | Mean ± Standard Deviation |
|---|---|---|---|---|
| 1 | 25.0030.9520.93 | 25.63 ± 5.04 | - | - |
| 2 | 18.16 | 23.79 ± 7.49 | 933.551 | 781.98 ± 214.36 |
| 32.29 | 630.407 | |||
| 20.93 | - | |||
| 3 | 18.16 | 35.55 ± 19.23 | 933.551 | 598.39 ± 352.26 |
| 32.29 | 630.407 | |||
| 56.20 | 231.224 | |||
| 4 | 16.26 | 34.49 ± 17.11 | 1,241.946 | 1,039.12 ± 728.00 |
| 37.00 | 1,644.198 | |||
| 50.20 | 231.224 | |||
| 5 | 21.31 | 38.17 ± 17.47 | 568.543 | 814.66 ± 737.94 |
| 37.00 | 1,644.198 | |||
| 56.20 | 231.224 | |||
| 6 | 21.31 | 45.24 ± 26.37 | 568.543 | 870.22 ± 984.13 |
| 73.52 | 1,969.881 | |||
| 40.90 | 72.246 |
| Sample | Total Colony Area (mm²) | Mean ± Standard Deviation | Total Halo Area (mm²) | Mean ± Standard Deviation |
|---|---|---|---|---|
| 1 | 14.88 | 42.3 ± 24.32 | 239.93 | - |
| 61.28 | 670.153 | |||
| 50.74 | 850.99 | |||
| 2 | 14.88 | 42.3 ± 24.32 | 239.93 | 587.02 ± 313.9 |
| 61.28 | 670.153 | |||
| 50.74 | 850.99 | |||
| 3 | 16.63 | 54.21 ± 32.73 | 824.422 | 1,538.96 ± 949.21 |
| 69.53 | 1,176.458 | |||
| 76.48 | 2,616.005 | |||
| 4 | 18.22 | 53.86 ± 31.24 | 855.301 | 1,628.69 ± 899.63 |
| 66.87 | 1,414.778 | |||
| 76.48 | 2,616.005 | |||
| 5 | 40.78 | 55.14 ± 13.24 | 1,186.99 | 1,268.75 ± 126.77 |
| 66.87 | 1,414.778 | |||
| 57.77 | 1,204.467 | |||
| 6 | 22.81 | 49.15 ± 23.26 | 1,068.336 | 1,229.19 ± 174.54 |
| 66.87 | 1,414.778 | |||
| 57.77 | 1,204.467 | |||
| Sample | Total Colony Area (mm²) | Mean ± Standard Deviation | Total Halo Area (mm²) | Mean ± Standard Deviation |
|---|---|---|---|---|
| 1 | 24.97 | 29.31 ± 7.82 | 420.508 | 314.65 ± 173.9 |
| 38.34 | 409.49 | |||
| 24.63 | 113.946 | |||
| 2 | 152.58 | 119.42 ± 56.37 | 1,042.766 | 735.88 ± 428.1 |
| 151.33 | 918.058 | |||
| 54.34 | 246.824 | |||
| 3 | 66.90 | 90.86 ± 52.75 | 712.788 | 625.89 ± 343.95 |
| 151.33 | 918.058 | |||
| 54.34 | 246.824 | |||
| 4 | 66.90 | 78.39 ± 23.36 | 712.788 | 660.4 ± 152.58 |
| 105.27 | 779.895 | |||
| 62.99 | 488.528 | |||
| 5 | 66.90 | 78.39 ± 23.36 | 712.788 | 660.4 ± 152.58 |
| 105.27 | 779.895 | |||
| 62.99 | 488.528 | |||
| 6 | 66.90 | 78.39 ± 23.36 | 712.788 | 660.4 ± 152.58 |
| 105.27 | 779.895 | |||
| 62.99 | 488.528 |
| Sample | Total Colony Area (mm²) | Mean ± Standard Deviation | Total Halo Area (mm²) | Mean ± Standard Deviation |
|---|---|---|---|---|
| 1 | 7.52 | 14.78 ± 10.97 | - | - |
| 9.42 | - | |||
| 27.39 | - | |||
| 2 | 16.09 | 33.92 ± 20.04 | 234.52 | 157.17 ± 133.89 |
| 30.05 | 234.42 | |||
| 55.61 | 2.56 | |||
| 3 | 18.51 | 53.27 ± 30.78 | 207.93 | - |
| 64.20 | - | |||
| 77.10 | - | |||
| 4 | 21.59 | 54.29 ± 29.05 | 396.51 | - |
| 64.20 | - | |||
| 77.10 | - | |||
| 5 | 18.89 | 46.59 ± 24.28 | 375.60 | 498.91 ± 174.39 |
| 64.20 | - | |||
| 56.69 | 622.22 | |||
| 6 | 22.14 | 47.68 ± 22.43 | 431.45 | 526.83 ± 134.9 |
| 64.20 | - | |||
| 56.69 | 622.22 |
| Sample | Total Colony Area (mm²) | Mean ± Standard Deviation | Total Halo Area (mm²) | Mean ± Standard Deviation |
|---|---|---|---|---|
| 1 | 12.96 | 24.24 ± 10.51 | 382.262 | - |
| 25.98 | 495.779 | |||
| 33.77 | 403.472 | |||
| 2 | 100.36 | 69.55 ± 26.68 | 1,118.552 | 1,024.85 ± 86.90 |
| 54.46 | 946.923 | |||
| 53.83 | 1,009.068 | |||
| 3 | 100.36 | 69.55 ± 26.68 | 1,118.552 | 1,024.85 ± 86.90 |
| 54.46 | 946.923 | |||
| 53.83 | 1,009.068 | |||
| 4 | 242.04 | 128.11 ± 100.07 | 2,067.664 | 1,568.5 ± 570.31 |
| 54.46 | 946.923 | |||
| 87.84 | 1,690.927 | |||
| 5 | 133.28 | 95.48 ± 34.63 | 2,173.285 | 1,896.73 ± 248.84 |
| 65.30 | 1,825.986 | |||
| 87.84 | 1,690.927 | |||
| 6 | 133.28 | 99.47 ± 33.99 | 2,173.285 | 1,987.47 ± 174.92 |
| 65.30 | 1,825.986 | |||
| 99.82 | 1,963.15 |
| Temperature (°C) | Matrix Type | CV (%) |
|---|---|---|
| 20 | Grey + Diesel | 29.8 |
| 20 | White + Diesel | 50.2 |
| 20 | Control (Grey) | 34.2 |
| 25 | Grey + Diesel | 33.8 |
| 25 | White + Diesel | 55.1 |
| 25 | Control (Grey) | 24.0 |
| 30 | Grey + Diesel | 35.2 |
| 30 | White + Diesel | 58.3 |
| 30 | Control (Grey) | 40.4 |
| Day | Grey + Diesel (Colonies Error) | Grey + Diesel (Halos Error) | White + Diesel (Colonies Error) | White + Diesel (Halos Error) | Control(Colonies Error) | Control (Halos Error) |
|---|---|---|---|---|---|---|
| 0 | 3.0 | 3.0 | 5.0 | 5.0 | 3.5 | 3.5 |
| 4 | 36.0 | 240.0 | 7.5 | 80.0 | 19.25 | 210.0 |
| 7 | 57.0 | 420.0 | 12.5 | 210.0 | 25.2 | 332.5 |
| 10 | 78.0 | 600.0 | 16.0 | 300.0 | 29.75 | 490.0 |
| 13 | 93.0 | 750.0 | 19.0 | 375.0 | 33.25 | 595.0 |
| 17 | 106.74 | 847.02 | 22.6 | 435.1 | 36.09 | 695.63 |
| Day | Grey + Diesel (Colonies Error) | Grey + Diesel (Halos Error) | White + Diesel (Colonies Error) | White + Diesel (Halos Error) | Control (Colonies Error) | Control (Halos Error) |
|---|---|---|---|---|---|---|
| 0 | 3.0 | 3.0 | 5.0 | 5.0 | 3.5 | 3.5 |
| 4 | 12.0 | 150.0 | 6.0 | 50.0 | 10.0 | 120.0 |
| 7 | 18.0 | 255.0 | 10.0 | 110.0 | 15.0 | 195.0 |
| 10 | 24.0 | 320.0 | 13.0 | 180.0 | 19.0 | 270.0 |
| 13 | 29.0 | 380.0 | 15.0 | 250.0 | 23.0 | 340.0 |
| 17 | 32.0 | 410.0 | 18.0 | 295.0 | 27.0 | 380.0 |
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