Selection of SAS-Tolerant Microorganisms from Activated Sludge and Assessment of Biodegradation Potential of SARS-CoV-2 Antivirals by Pure Bacterial Cultures and Activated Sludge
Abstract
1. Introduction
2. Materials and Methods
2.1. Materials
2.2. Methods
2.2.1. Determination of SAS Concentrations by UHPLC
2.2.2. Determination of Ecotoxicity
2.2.3. Physical and Chemical Characterization of AS
2.2.4. Determination of Colony Forming Unit (CFU) and Optical Density (OD)
2.3. Experiments
2.3.1. Isolation and Identification of SASs-Tolerant Microorganisms from AS (P1)
2.3.2. Biodegradation of SASs by Autohtonus Bacteria and AS (P2)
2.4. Data Analysis
3. Results and Discussion
3.1. Characterization of the AS
3.2. Isolation and Identification of Microorganisms from AS Polluted with SASs
3.3. Biodegradation of SASs
4. Conclusions
Author Contributions
Funding
Data Availability Statement
Conflicts of Interest
Abbreviations
| CFU | Colony-forming units |
| DCV | Daclatasvir |
| DRV | Darunavir |
| FAV | Favipiravir |
| EC20 | Effective concentrations causing 20% inhibition |
| EC50 | Effective concentrations causing 50% inhibition |
| INH | Inhibition of bioluminescence |
| LOP | Lopinavir |
| MLSS | Mixed liquor suspended solids |
| MLVSS | Mixed liquor volatile suspended solids |
| OD | Optical density |
| REM | Remdesivir |
| RIT | Ritonavir |
| UHPLC | Ultra-high-performance liquid chromatography |
| UMI | Umifenovir |
| WHO | World Health Organization |
| WWTP | Wastewater treatment plant |
Appendix A
| Parameters | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| pH | γ (O2), mg/L | ϗ, mS/cm | OD | |||||||
| SAS | t, h | Isolate | C | S | C | S | C | S | C | S |
| DCV | 0 | I2 | 7.09 ± 0.06 | 7.09 ± 0.07 | 7.92 ± 0.18 | 7.92 ± 0.17 | 11.13 ± 0.29 | 11.13 ± 0.28 | 0.10 ± 0.01 | 0.10 ± 0.02 |
| 5 | 7.15 ± 0.05 | 7.09 ± 0.05 | 7.87 ± 0.11 | 7.94 ± 0.29 | 16.23 ± 0.36 | 16.50 ± 0.41 | 0.10 ± 0.02 | 0.08 ± 0.01 | ||
| 24 | 7.14 ± 0.08 | 7.13 ± 0.09 | 7.72 ± 0.25 | 7.70 ± 0.12 | 16.45 ± 0.24 | 16.20 ± 0.36 | 0.16 ± 0.00 | 0.15 ± 0.02 | ||
| 29 | 7.15 ± 0.08 | 7.16 ± 0.11 | 7.71 ± 0.14 | 7.75 ± 0.22 | 16.42 ± 0.41 | 16.18 ± 0.24 | 0.18 ± 0.01 | 0.14 ± 0.03 | ||
| 48 | 7.45 ± 0.10 | 7.55 ± 0.06 | 7.26 ± 0.10 | 7.78 ± 0.15 | 16.46 ± 0.33 | 16.68 ± 0.42 | 0.08 ± 0.02 | 0.12 ± 0.00 | ||
| 0 | I3 | 7.16 ± 0.09 | 7.16 ± 0.06 | 7.77 ± 0.28 | 7.77 ± 0.24 | 12.23 ± 0.31 | 12.23 ± 0.31 | 0.12 ± 0.04 | 0.12 ± 0.01 | |
| 5 | 7.05 ± 0.07 | 7.11 ± 0.09 | 8.08 ± 0.15 | 8.03 ± 0.16 | 15.80 ± 0.23 | 16.23 ± 0.25 | 0.03 ± 0.00 | 0.08 ± 0.02 | ||
| 24 | 7.17 ± 0.05 | 7.19 ± 0.13 | 7.90 ± 0.21 | 7.92 ± 0.28 | 16.33 ± 0.41 | 16.30 ± 0.38 | 0.07 ± 0.02 | 0.08 ± 0.01 | ||
| 29 | 7.21 ± 0.12 | 7.20 ± 0.07 | 7.91 ± 0.13 | 7.96 ± 0.11 | 16.36 ± 0.25 | 16.36 ± 0.33 | 0.08 ± 0.01 | 0.10 ± 0.02 | ||
| 48 | 7.49 ± 0.10 | 7.50 ± 0.11 | 7.80 ± 0.23 | 7.81 ± 0.20 | 16.79 ± 0.38 | 16.51 ± 0.26 | 0.12 ± 0.02 | 0.08 ± 0.01 | ||
| 0 | I4 | 7.15 ± 0.05 | 7.15 ± 0.08 | 7.07 ± 0.11 | 7.07 ± 0.14 | 15.97 ± 0.28 | 15.97 ± 0.39 | 0.17 ± 0.03 | 0.17 ± 0.04 | |
| 5 | 7.17 ± 0.10 | 7.19 ± 0.11 | 7.82 ± 0.19 | 7.86 ± 0.25 | 16.04 ± 0.24 | 16.17 ± 0.32 | 0.11 ± 0.01 | 0.13 ± 0.01 | ||
| 24 | 7.16 ± 0.08 | 7.19 ± 0.05 | 7.65 ± 0.10 | 7.61 ± 0.17 | 16.48 ± 0.33 | 16.50 ± 0.25 | 0.13 ± 0.02 | 0.18 ± 0.02 | ||
| 29 | 7.17 ± 0.12 | 7.17 ± 0.09 | 7.62 ± 0.26 | 7.59 ± 0.29 | 16.53 ± 0.25 | 16.52 ± 0.41 | 0.14 ± 0.00 | 0.18 ± 0.00 | ||
| 48 | 7.49 ± 0.07 | 7.51 ± 0.13 | 7.64 ± 0.17 | 7.57 ± 0.12 | 16.35 ± 0.37 | 16.41 ± 0.33 | 0.12 ± 0.01 | 0.14 ± 0.01 | ||
| 0 | AS | 7.10 ± 0.08 | 7.10 ± 0.08 | 2.90 ± 0.29 | 2.90 ± 0.22 | 14.96 ± 0.26 | 14.96 ± 0.37 | - | - | |
| 5 | 7.21 ± 0.05 | 7.17 ± 0.12 | 6.03 ± 0.12 | 5.07 ± 0.15 | 15.10 ± 0.38 | 15.53 ± 0.23 | - | - | ||
| 24 | 7.39 ± 0.10 | 7.39 ± 0.06 | 6.11 ± 0.22 | 5.60 ± 0.24 | 15.24 ± 0.34 | 15.10 ± 0.38 | - | - | ||
| 29 | 7.40 ± 0.14 | 7.39 ± 0.11 | 6.23 ± 0.15 | 5.33 ± 0.16 | 15.27 ± 0.23 | 15.04 ± 0.24 | - | - | ||
| 48 | 7.42 ± 0.07 | 7.42 ± 0.05 | 5.74 ± 0.24 | 4.76 ± 0.28 | 15.30 ± 0.35 | 15.02 ± 0.36 | - | - | ||
| DRV | 0 | I2 | 7.25 ± 0.07 | 7.25 ± 0.09 | 7.76 ± 0.16 | 7.76 ± 0.11 | 16.90 ± 0.38 | 16.90 ± 0.28 | 0.10 ± 0.02 | 0.10 ± 0.02 |
| 5 | 7.20 ± 0.13 | 7.19 ± 0.07 | 7.96 ± 0.28 | 7.86 ± 0.20 | 17.21 ± 0.34 | 16.06 ± 0.40 | 0.13 ± 0.01 | 0.18 ± 0.01 | ||
| 24 | 7.11 ± 0.06 | 7.19 ± 0.14 | 8.16 ± 0.11 | 8.15 ± 0.14 | 16.63 ± 0.33 | 15.76 ± 0.34 | 0.17 ± 0.02 | 0.11 ± 0.02 | ||
| 29 | 7.18 ± 0.11 | 7.12 ± 0.05 | 8.16 ± 0.20 | 8.11 ± 0.25 | 17.36 ± 0.26 | 15.53 ± 0.25 | 0.14 ± 0.01 | 0.16 ± 0.00 | ||
| 48 | 7.51 ± 0.09 | 7.55 ± 0.10 | 8.02 ± 0.14 | 7.92 ± 0.17 | 17.20 ± 0.37 | 16.18 ± 0.37 | 0.15 ± 0.02 | 0.17 ± 0.01 | ||
| 0 | I3 | 7.26 ± 0.08 | 7.26 ± 0.08 | 7.89 ± 0.25 | 7.89 ± 0.29 | 16.95 ± 0.28 | 16.95 ± 0.30 | 0.05 ± 0.01 | 0.05 ± 0.02 | |
| 5 | 7.20 ± 0.11 | 7.19 ± 0.06 | 7.75 ± 0.17 | 7.81 ± 0.12 | 17.35 ± 0.43 | 15.73 ± 0.43 | 0.09 ± 0.02 | 0.10 ± 0.01 | ||
| 24 | 7.19 ± 0.05 | 7.18 ± 0.13 | 7.98 ± 0.10 | 8.04 ± 0.22 | 17.40 ± 0.26 | 16.38 ± 0.33 | 0.08 ± 0.00 | 0.12 ± 0.02 | ||
| 29 | 7.21 ± 0.10 | 7.22 ± 0.07 | 8.19 ± 0.27 | 8.15 ± 0.15 | 17.48 ± 0.35 | 16.15 ± 0.26 | 0.14 ± 0.01 | 0.13 ± 0.01 | ||
| 48 | 7.61 ± 0.14 | 7.59 ± 0.11 | 8.06 ± 0.15 | 8.03 ± 0.24 | 17.52 ± 0.25 | 16.30 ± 0.39 | 0.15 ± 0.02 | 0.16 ± 0.04 | ||
| 0 | I4 | 7.24 ± 0.06 | 7.24 ± 0.05 | 7.84 ± 0.22 | 7.84 ± 0.16 | 16.80 ± 0.42 | 16.80 ± 0.28 | 0.15 ± 0.01 | 0.15 ± 0.01 | |
| 5 | 7.24 ± 0.09 | 7.20 ± 0.09 | 7.90 ± 0.13 | 8.03 ± 0.28 | 15.62 ± 0.23 | 15.26 ± 0.40 | 0.24 ± 0.02 | 0.24 ± 0.02 | ||
| 24 | 7.28 ± 0.05 | 7.23 ± 0.14 | 8.05 ± 0.24 | 8.03 ± 0.11 | 16.15 ± 0.39 | 15.66 ± 0.34 | 0.23 ± 0.01 | 0.20 ± 0.01 | ||
| 29 | 7.57 ± 0.13 | 7.25 ± 0.06 | 7.93 ± 0.16 | 7.85 ± 0.20 | 15.94 ± 0.30 | 15.07 ± 0.24 | 0.22 ± 0.03 | 0.20 ± 0.02 | ||
| 48 | 7.25 ± 0.07 | 7.55 ± 0.10 | 8.24 ± 0.28 | 7.89 ± 0.14 | 16.16 ± 0.27 | 15.74 ± 0.36 | 0.20 ± 0.01 | 0.21 ± 0.01 | ||
| 0 | AS | 7.22 ± 0.12 | 7.22 ± 0.07 | 5.90 ± 0.11 | 5.90 ± 0.25 | 13.64 ± 0.34 | 13.64 ± 0.29 | - | - | |
| 5 | 7.14 ± 0.06 | 7.27 ± 0.12 | 5.82 ± 0.21 | 5.26 ± 0.17 | 14.10 ± 0.24 | 14.08 ± 0.44 | - | - | ||
| 24 | 7.35 ± 0.10 | 7.30 ± 0.05 | 6.11 ± 0.14 | 6.04 ± 0.29 | 13.95 ± 0.35 | 13.60 ± 0.33 | - | - | ||
| 29 | 7.43 ± 0.05 | 7.48 ± 0.09 | 7.88 ± 0.25 | 7.74 ± 0.12 | 13.91 ± 0.28 | 13.93 ± 0.26 | - | - | ||
| 48 | 7.52 ± 0.11 | 7.50 ± 0.14 | 5.42 ± 0.17 | 6.38 ± 0.22 | 14.29 ± 0.36 | 13.99 ± 0.39 | - | - | ||
| FAV | 0 | I2 | 7.25 ± 0.09 | 7.25 ± 0.06 | 7.76 ± 0.29 | 7.76 ± 0.15 | 16.90 ± 0.29 | 16.90 ± 0.28 | 0.10 ± 0.03 | 0.10 ± 0.04 |
| 5 | 7.25 ± 0.12 | 7.17 ± 0.11 | 7.93 ± 0.12 | 7.99 ± 0.24 | 17.20 ± 0.43 | 16.05 ± 0.43 | 0.10 ± 0.00 | 0.09 ± 0.02 | ||
| 24 | 7.20 ± 0.06 | 7.13 ± 0.08 | 8.11 ± 0.22 | 8.11 ± 0.16 | 16.48 ± 0.33 | 16.01 ± 0.32 | 0.09 ± 0.01 | 0.10 ± 0.01 | ||
| 29 | 7.14 ± 0.08 | 7.17 ± 0.05 | 8.28 ± 0.15 | 8.18 ± 0.28 | 16.42 ± 0.26 | 16.70 ± 0.25 | 0.10 ± 0.02 | 0.12 ± 0.02 | ||
| 48 | 7.57 ± 0.07 | 7.56 ± 0.13 | 8.02 ± 0.24 | 7.96 ± 0.11 | 17.16 ± 0.37 | 16.44 ± 0.36 | 0.13 ± 0.01 | 0.09 ± 0.01 | ||
| 0 | I3 | 7.26 ± 0.07 | 7.26 ± 0.07 | 7.89 ± 0.16 | 7.89 ± 0.20 | 16.95 ± 0.23 | 16.95 ± 0.30 | 0.13 ± 0.02 | 0.05 ± 0.02 | |
| 5 | 7.18 ± 0.13 | 7.20 ± 0.12 | 7.75 ± 0.28 | 7.78 ± 0.14 | 17.15 ± 0.36 | 15.93 ± 0.41 | 0.05 ± 0.01 | 0.14 ± 0.01 | ||
| 24 | 7.21 ± 0.06 | 7.21 ± 0.05 | 7.97 ± 0.11 | 8.00 ± 0.25 | 16.88 ± 0.29 | 14.92 ± 0.33 | 0.18 ± 0.02 | 0.15 ± 0.02 | ||
| 29 | 7.17 ± 0.11 | 7.18 ± 0.10 | 8.17 ± 0.20 | 8.10 ± 0.17 | 17.56 ± 0.35 | 16.27 ± 0.26 | 0.16 ± 0.01 | 0.16 ± 0.03 | ||
| 48 | 7.55 ± 0.09 | 7.54 ± 0.09 | 7.97 ± 0.14 | 8.07 ± 0.29 | 17.64 ± 0.27 | 16.22 ± 0.37 | 0.14 ± 0.03 | 0.15 ± 0.01 | ||
| 0 | I4 | 7.24 ± 0.05 | 7.24 ± 0.06 | 7.84 ± 0.25 | 7.84 ± 0.12 | 16.80 ± 0.41 | 16.80 ± 0.24 | 0.16 ± 0.01 | 0.10 ± 0.02 | |
| 5 | 7.24 ± 0.10 | 7.32 ± 0.14 | 7.89 ± 0.17 | 7.92 ± 0.22 | 16.24 ± 0.25 | 15.43 ± 0.35 | 0.10 ± 0.02 | 0.09 ± 0.01 | ||
| 24 | 7.23 ± 0.08 | 7.21 ± 0.08 | 8.09 ± 0.10 | 8.07 ± 0.15 | 16.12 ± 0.38 | 15.42 ± 0.38 | 0.10 ± 0.01 | 0.10 ± 0.02 | ||
| 29 | 7.26 ± 0.14 | 7.22 ± 0.05 | 7.87 ± 0.27 | 7.89 ± 0.24 | 17.88 ± 0.33 | 15.45 ± 0.25 | 0.10 ± 0.02 | 0.12 ± 0.01 | ||
| 48 | 7.53 ± 0.07 | 7.58 ± 0.11 | 8.30 ± 0.15 | 8.16 ± 0.16 | 16.99 ± 0.25 | 15.62 ± 0.42 | 0.13 ± 0.01 | 0.09 ± 0.04 | ||
| 0 | AS | 7.22 ± 0.05 | 7.22 ± 0.09 | 5.90 ± 0.22 | 5.90 ± 0.28 | 13.64 ± 0.36 | 13.64 ± 0.34 | - | - | |
| 5 | 7.38 ± 0.12 | 7.36 ± 0.13 | 5.38 ± 0.13 | 3.69 ± 0.11 | 13.92 ± 0.24 | 13.71 ± 0.26 | - | - | ||
| 24 | 7.39 ± 0.06 | 7.35 ± 0.07 | 7.24 ± 0.24 | 5.71 ± 0.20 | 14.22 ± 0.37 | 13.76 ± 0.37 | - | - | ||
| 29 | 7.50 ± 0.08 | 7.68 ± 0.05 | 7.88 ± 0.16 | 8.03 ± 0.14 | 14.48 ± 0.26 | 14.36 ± 0.29 | - | - | ||
| 48 | 7.52 ± 0.05 | 7.48 ± 0.12 | 5.17 ± 0.28 | 6.80 ± 0.25 | 14.18 ± 0.34 | 14.02 ± 0.44 | - | - | ||
| LOP | 0 | I2 | 7.09 ± 0.12 | 7.09 ± 0.08 | 7.92 ± 0.11 | 7.92 ± 0.17 | 11.13 ± 0.29 | 11.13 ± 0.25 | 0.10 ± 0.02 | 0.10 ± 0.01 |
| 5 | 7.04 ± 0.08 | 7.13 ± 0.06 | 7.47 ± 0.20 | 7.62 ± 0.29 | 16.17 ± 0.40 | 16.48 ± 0.38 | 0.10 ± 0.01 | 0.11 ± 0.02 | ||
| 24 | 7.12 ± 0.05 | 7.12 ± 0.11 | 6.58 ± 0.14 | 7.81 ± 0.12 | 16.31 ± 0.34 | 16.01 ± 0.34 | 0.09 ± 0.02 | 0.08 ± 0.00 | ||
| 29 | 7.12 ± 0.09 | 7.12 ± 0.09 | 6.65 ± 0.25 | 7.83 ± 0.22 | 16.34 ± 0.24 | 16.04 ± 0.24 | 0.10 ± 0.01 | 0.09 ± 0.02 | ||
| 48 | 7.52 ± 0.07 | 7.43 ± 0.07 | 7.63 ± 0.17 | 7.05 ± 0.15 | 16.48 ± 0.36 | 16.29 ± 0.37 | 0.15 ± 0.02 | 0.10 ± 0.01 | ||
| 0 | I3 | 7.16 ± 0.14 | 7.16 ± 0.14 | 7.77 ± 0.29 | 7.77 ± 0.24 | 12.23 ± 0.25 | 12.23 ± 0.31 | 0.12 ± 0.01 | 0.12 ± 0.02 | |
| 5 | 7.13 ± 0.06 | 7.04 ± 0.05 | 7.93 ± 0.12 | 7.93 ± 0.16 | 16.13 ± 0.39 | 16.25 ± 0.27 | 0.18 ± 0.02 | 0.18 ± 0.01 | ||
| 24 | 7.19 ± 0.11 | 7.08 ± 0.10 | 7.94 ± 0.22 | 7.93 ± 0.28 | 16.25 ± 0.27 | 16.36 ± 0.40 | 0.08 ± 0.01 | 0.08 ± 0.02 | ||
| 29 | 7.20 ± 0.08 | 7.09 ± 0.06 | 7.93 ± 0.15 | 7.96 ± 0.11 | 16.33 ± 0.35 | 16.48 ± 0.32 | 0.09 ± 0.03 | 0.09 ± 0.01 | ||
| 48 | 7.52 ± 0.05 | 7.49 ± 0.13 | 7.74 ± 0.24 | 7.70 ± 0.20 | 16.21 ± 0.29 | 16.34 ± 0.25 | 0.14 ± 0.01 | 0.11 ± 0.03 | ||
| 0 | I4 | 7.15 ± 0.09 | 7.15 ± 0.09 | 7.07 ± 0.16 | 7.07 ± 0.14 | 15.97 ± 0.43 | 15.97 ± 0.41 | 0.17 ± 0.02 | 0.17 ± 0.01 | |
| 5 | 7.14 ± 0.07 | 7.13 ± 0.11 | 7.65 ± 0.28 | 7.91 ± 0.25 | 16.11 ± 0.31 | 16.29 ± 0.33 | 0.22 ± 0.01 | 0.22 ± 0.02 | ||
| 24 | 7.19 ± 0.10 | 7.11 ± 0.07 | 7.69 ± 0.11 | 7.70 ± 0.17 | 16.19 ± 0.25 | 15.60 ± 0.26 | 0.15 ± 0.02 | 0.21 ± 0.01 | ||
| 29 | 7.20 ± 0.11 | 7.12 ± 0.05 | 7.74 ± 0.20 | 7.72 ± 0.29 | 16.36 ± 0.38 | 15.81 ± 0.39 | 0.15 ± 0.01 | 0.22 ± 0.04 | ||
| 48 | 7.53 ± 0.08 | 7.52 ± 0.08 | 7.44 ± 0.14 | 7.42 ± 0.12 | 16.11 ± 0.24 | 16.28 ± 0.24 | 0.18 ± 0.04 | 0.23 ± 0.01 | ||
| 0 | AS | 7.10 ± 0.08 | 7.10 ± 0.07 | 2.90 ± 0.25 | 2.90 ± 0.25 | 14.96 ± 0.30 | 14.96 ± 0.37 | - | - | |
| 5 | 7.11 ± 0.13 | 7.17 ± 0.11 | 5.71 ± 0.17 | 4.09 ± 0.17 | 14.90 ± 0.45 | 15.03 ± 0.25 | - | - | ||
| 24 | 7.24 ± 0.06 | 7.32 ± 0.09 | 4.54 ± 0.29 | 4.92 ± 0.29 | 14.81 ± 0.22 | 15.04 ± 0.38 | - | - | ||
| 29 | 7.36 ± 0.11 | 7.38 ± 0.05 | 4.34 ± 0.12 | 5.06 ± 0.12 | 14.79 ± 0.37 | 15.00 ± 0.30 | - | - | ||
| 48 | 7.42 ± 0.05 | 7.46 ± 0.13 | 3.75 ± 0.22 | 5.04 ± 0.22 | 14.77 ± 0.30 | 15.46 ± 0.27 | - | - | ||
| REM | 0 | I2 | 7.37 ± 0.09 | 7.37 ± 0.06 | 7.63 ± 0.15 | 7.63 ± 0.15 | 13.92 ± 0.25 | 13.92 ± 0.35 | 0.17 ± 0.02 | 0.17 ± 0.02 |
| 5 | 7.04 ± 0.14 | 7.11 ± 0.12 | 7.75 ± 0.24 | 7.68 ± 0.24 | 18.09 ± 0.45 | 18.61 ± 0.47 | 0.14 ± 0.01 | 0.17 ± 0.01 | ||
| 24 | 7.13 ± 0.07 | 7.11 ± 0.08 | 7.91 ± 0.16 | 7.90 ± 0.16 | 16.25 ± 0.24 | 18.07 ± 0.27 | 0.13 ± 0.02 | 0.08 ± 0.02 | ||
| 29 | 7.09 ± 0.05 | 7.10 ± 0.05 | 7.83 ± 0.28 | 7.99 ± 0.28 | 15.75 ± 0.39 | 16.09 ± 0.40 | 0.11 ± 0.01 | 0.07 ± 0.00 | ||
| 48 | 7.08 ± 0.10 | 7.06 ± 0.10 | 7.94 ± 0.11 | 7.93 ± 0.11 | 16.06 ± 0.32 | 18.49 ± 0.37 | 0.14 ± 0.02 | 0.08 ± 0.01 | ||
| 0 | I3 | 7.36 ± 0.08 | 7.36 ± 0.07 | 7.76 ± 0.20 | 7.76 ± 0.20 | 10.36 ± 0.26 | 10.36 ± 0.26 | 0.09 ± 0.01 | 0.09 ± 0.02 | |
| 5 | 7.21 ± 0.12 | 7.11 ± 0.14 | 7.70 ± 0.14 | 7.72 ± 0.14 | 15.31 ± 0.46 | 20.19 ± 0.40 | 0.06 ± 0.02 | 0.05 ± 0.01 | ||
| 24 | 7.06 ± 0.06 | 7.17 ± 0.09 | 7.95 ± 0.25 | 8.00 ± 0.25 | 17.92 ± 0.27 | 23.50 ± 0.35 | 0.08 ± 0.01 | 0.07 ± 0.02 | ||
| 29 | 7.11 ± 0.14 | 7.11 ± 0.06 | 8.04 ± 0.17 | 8.01 ± 0.17 | 17.17 ± 0.34 | 22.32 ± 0.29 | 0.10 ± 0.03 | 0.11 ± 0.01 | ||
| 48 | 7.10 ± 0.09 | 7.12 ± 0.11 | 7.79 ± 0.29 | 7.89 ± 0.29 | 16.53 ± 0.25 | 18.68 ± 0.44 | 0.09 ± 0.01 | 0.16 ± 0.03 | ||
| 0 | I4 | 7.37 ± 0.05 | 7.37 ± 0.05 | 7.57 ± 0.12 | 7.57 ± 0.12 | 10.14 ± 0.41 | 10.14 ± 0.25 | 0.17 ± 0.02 | 0.17 ± 0.01 | |
| 5 | 7.10 ± 0.07 | 7.13 ± 0.08 | 7.79 ± 0.22 | 7.82 ± 0.22 | 19.33 ± 0.34 | 21.76 ± 0.38 | 0.15 ± 0.01 | 0.15 ± 0.02 | ||
| 24 | 7.15 ± 0.11 | 7.15 ± 0.13 | 7.88 ± 0.15 | 7.87 ± 0.15 | 19.78 ± 0.30 | 21.83 ± 0.33 | 0.15 ± 0.02 | 0.16 ± 0.01 | ||
| 29 | 7.08 ± 0.09 | 7.11 ± 0.07 | 8.02 ± 0.24 | 7.95 ± 0.24 | 18.26 ± 0.45 | 17.89 ± 0.26 | 0.13 ± 0.01 | 0.14 ± 0.04 | ||
| 48 | 7.09 ± 0.06 | 7.12 ± 0.09 | 7.85 ± 0.16 | 7.89 ± 0.16 | 18.86 ± 0.37 | 18.78 ± 0.47 | 0.04 ± 0.04 | 0.11 ± 0.01 | ||
| 0 | AS | 7.34 ± 0.05 | 7.34 ± 0.05 | 3.61 ± 0.28 | 3.61 ± 0.28 | 14.51 ± 0.22 | 14.51 ± 0.36 | - | - | |
| 5 | 7.63 ± 0.13 | 7.67 ± 0.10 | 4.15 ± 0.11 | 3.53 ± 0.11 | 14.54 ± 0.36 | 14.56 ± 0.24 | - | - | ||
| 24 | 7.63 ± 0.07 | 7.52 ± 0.14 | 3.25 ± 0.20 | 3.56 ± 0.20 | 14.25 ± 0.29 | 14.58 ± 0.37 | - | - | ||
| 29 | 7.02 ± 0.11 | 7.03 ± 0.07 | 5.85 ± 0.14 | 5.95 ± 0.14 | 10.14 ± 0.44 | 11.95 ± 0.30 | - | - | ||
| 48 | 7.01 ± 0.08 | 7.02 ± 0.06 | 6.02 ± 0.25 | 6.00 ± 0.25 | 13.73 ± 0.27 | 14.58 ± 0.45 | - | - | ||
| RIT | 0 | I2 | 7.75 ± 0.05 | 7.75 ± 0.11 | 7.89 ± 0.17 | 7.89 ± 0.17 | 15.72 ± 0.47 | 15.72 ± 0.28 | 0.13 ± 0.02 | 0.13 ± 0.01 |
| 5 | 7.96 ± 0.10 | 7.96 ± 0.08 | 7.98 ± 0.29 | 8.02 ± 0.29 | 15.19 ± 0.23 | 16.15 ± 0.40 | 0.15 ± 0.01 | 0.16 ± 0.02 | ||
| 24 | 7.12 ± 0.06 | 7.10 ± 0.05 | 8.21 ± 0.12 | 8.16 ± 0.12 | 14.67 ± 0.37 | 16.58 ± 0.32 | 0.12 ± 0.02 | 0.18 ± 0.00 | ||
| 29 | 7.15 ± 0.14 | 7.14 ± 0.13 | 8.00 ± 0.22 | 7.94 ± 0.22 | 14.34 ± 0.29 | 16.14 ± 0.25 | 0.11 ± 0.01 | 0.17 ± 0.01 | ||
| 48 | 7.13 ± 0.07 | 7.15 ± 0.09 | 8.06 ± 0.15 | 7.20 ± 0.15 | 14.02 ± 0.42 | 15.71 ± 0.38 | 0.11 ± 0.03 | 0.17 ± 0.02 | ||
| 0 | I3 | 7.78 ± 0.12 | 7.78 ± 0.06 | 7.72 ± 0.24 | 7.72 ± 0.24 | 6.33 ± 0.17 | 6.33 ± 0.16 | 0.09 ± 0.01 | 0.09 ± 0.01 | |
| 5 | 7.94 ± 0.05 | 7.95 ± 0.10 | 7.97 ± 0.16 | 8.01 ± 0.16 | 13.07 ± 0.33 | 9.14 ± 0.23 | 0.07 ± 0.02 | 0.07 ± 0.03 | ||
| 24 | 7.06 ± 0.09 | 7.08 ± 0.07 | 8.18 ± 0.28 | 8.21 ± 0.28 | 12.50 ± 0.25 | 11.94 ± 0.30 | 0.13 ± 0.01 | 0.18 ± 0.01 | ||
| 29 | 7.21 ± 0.10 | 7.06 ± 0.05 | 7.99 ± 0.11 | 7.97 ± 0.11 | 12.86 ± 0.38 | 12.79 ± 0.32 | 0.14 ± 0.02 | 0.04 ± 0.02 | ||
| 48 | 7.08 ± 0.06 | 7.13 ± 0.12 | 8.05 ± 0.20 | 8.10 ± 0.20 | 13.23 ± 0.33 | 13.64 ± 0.34 | 0.16 ± 0.01 | 0.15 ± 0.01 | ||
| 0 | I4 | 7.71 ± 0.13 | 7.71 ± 0.08 | 7.71 ± 0.14 | 7.71 ± 0.14 | 12.93 ± 0.26 | 12.93 ± 0.26 | 0.14 ± 0.04 | 0.14 ± 0.04 | |
| 5 | 7.96 ± 0.08 | 7.93 ± 0.13 | 7.97 ± 0.25 | 7.96 ± 0.25 | 13.18 ± 0.40 | 13.96 ± 0.35 | 0.19 ± 0.01 | 0.16 ± 0.01 | ||
| 24 | 7.07 ± 0.05 | 7.08 ± 0.09 | 8.36 ± 0.17 | 8.17 ± 0.17 | 12.90 ± 0.32 | 14.99 ± 0.37 | 0.24 ± 0.02 | 0.31 ± 0.02 | ||
| 29 | 7.14 ± 0.11 | 7.11 ± 0.07 | 8.02 ± 0.29 | 7.92 ± 0.29 | 16.50 ± 0.41 | 14.22 ± 0.24 | 0.23 ± 0.01 | 0.16 ± 0.01 | ||
| 48 | 7.13 ± 0.09 | 7.11 ± 0.11 | 8.02 ± 0.12 | 8.12 ± 0.12 | 20.10 ± 0.35 | 13.45 ± 0.34 | 0.16 ± 0.02 | 0.20 ± 0.02 | ||
| 0 | AS | 7.73 ± 0.08 | 7.73 ± 0.11 | 3.12 ± 0.17 | 3.12 ± 0.25 | 14.69 ± 0.36 | 14.69 ± 0.36 | - | - | |
| 5 | 7.88 ± 0.05 | 7.89 ± 0.06 | 4.35 ± 0.29 | 5.30 ± 0.17 | 14.65 ± 0.29 | 14.72 ± 0.29 | - | - | ||
| 24 | 7.82 ± 0.12 | 7.83 ± 0.09 | 5.47 ± 0.12 | 5.13 ± 0.29 | 14.76 ± 0.44 | 14.75 ± 0.44 | - | - | ||
| 29 | 7.80 ± 0.06 | 7.86 ± 0.14 | 4.70 ± 0.22 | 4.81 ± 0.12 | 14.65 ± 0.26 | 14.65 ± 0.26 | - | - | ||
| 48 | 7.85 ± 0.11 | 7.81 ± 0.05 | 4.56 ± 0.15 | 4.02 ± 0.22 | 14.53 ± 0.38 | 14.54 ± 0.38 | - | - | ||
| UMI | 0 | I2 | 7.20 ± 0.09 | 7.20 ± 0.12 | 7.79 ± 0.24 | 7.79 ± 0.15 | 15.83 ± 0.31 | 15.83 ± 0.31 | 0.12 ± 0.01 | 0.12 ± 0.02 |
| 5 | 7.22 ± 0.07 | 7.18 ± 0.08 | 7.93 ± 0.16 | 8.01 ± 0.24 | 15.93 ± 0.24 | 16.23 ± 0.24 | 0.10 ± 0.02 | 0.10 ± 0.01 | ||
| 24 | 7.17 ± 0.14 | 7.12 ± 0.07 | 7.86 ± 0.28 | 7.82 ± 0.16 | 16.14 ± 0.40 | 16.03 ± 0.40 | 0.11 ± 0.01 | 0.10 ± 0.02 | ||
| 29 | 7.20 ± 0.05 | 7.12 ± 0.10 | 7.84 ± 0.11 | 7.89 ± 0.28 | 16.23 ± 0.33 | 16.05 ± 0.33 | 0.08 ± 0.03 | 0.08 ± 0.01 | ||
| 48 | 7.38 ± 0.10 | 7.40 ± 0.05 | 8.00 ± 0.20 | 8.02 ± 0.11 | 16.37 ± 0.27 | 15.98 ± 0.27 | 0.07 ± 0.01 | 0.03 ± 0.04 | ||
| 0 | I3 | 7.22 ± 0.06 | 7.22 ± 0.13 | 8.03 ± 0.14 | 8.03 ± 0.20 | 15.81 ± 0.39 | 15.81 ± 0.39 | 0.05 ± 0.02 | 0.05 ± 0.01 | |
| 5 | 7.19 ± 0.13 | 7.25 ± 0.06 | 7.89 ± 0.25 | 7.96 ± 0.14 | 15.98 ± 0.32 | 15.39 ± 0.32 | 0.05 ± 0.01 | 0.06 ± 0.02 | ||
| 24 | 7.19 ± 0.08 | 7.20 ± 0.09 | 7.97 ± 0.17 | 8.00 ± 0.25 | 16.40 ± 0.41 | 15.99 ± 0.41 | 0.07 ± 0.04 | 0.07 ± 0.01 | ||
| 29 | 7.22 ± 0.05 | 7.22 ± 0.11 | 8.00 ± 0.29 | 8.05 ± 0.17 | 16.03 ± 0.24 | 16.01 ± 0.24 | 0.06 ± 0.01 | 0.06 ± 0.03 | ||
| 48 | 7.43 ± 0.11 | 7.42 ± 0.08 | 8.06 ± 0.12 | 8.09 ± 0.29 | 15.95 ± 0.35 | 15.78 ± 0.35 | 0.05 ± 0.02 | 0.01 ± 0.01 | ||
| 0 | I4 | 7.23 ± 0.07 | 7.23 ± 0.07 | 7.58 ± 0.22 | 7.58 ± 0.12 | 15.87 ± 0.28 | 15.87 ± 0.28 | 0.16 ± 0.01 | 0.16 ± 0.02 | |
| 5 | 7.27 ± 0.12 | 7.25 ± 0.11 | 7.74 ± 0.15 | 7.77 ± 0.22 | 15.69 ± 0.43 | 15.80 ± 0.43 | 0.12 ± 0.02 | 0.11 ± 0.01 | ||
| 24 | 7.23 ± 0.09 | 7.23 ± 0.05 | 7.49 ± 0.24 | 7.65 ± 0.15 | 15.97 ± 0.33 | 15.83 ± 0.33 | 0.15 ± 0.01 | 0.15 ± 0.02 | ||
| 29 | 7.22 ± 0.06 | 7.26 ± 0.09 | 7.58 ± 0.16 | 7.61 ± 0.24 | 15.99 ± 0.26 | 15.97 ± 0.26 | 0.16 ± 0.03 | 0.15 ± 0.01 | ||
| 48 | 7.38 ± 0.14 | 7.40 ± 0.13 | 8.11 ± 0.28 | 7.98 ± 0.16 | 16.52 ± 0.39 | 16.38 ± 0.39 | 0.18 ± 0.01 | 0.16 ± 0.04 | ||
| 0 | AS | 7.36 ± 0.05 | 7.36 ± 0.06 | 6.05 ± 0.11 | 6.05 ± 0.28 | 14.90 ± 0.30 | 14.90 ± 0.30 | - | - | |
| 5 | 7.20 ± 0.10 | 7.21 ± 0.12 | 4.98 ± 0.20 | 5.16 ± 0.11 | 14.87 ± 0.45 | 14.84 ± 0.45 | - | - | ||
| 24 | 7.31 ± 0.07 | 7.32 ± 0.08 | 7.48 ± 0.14 | 7.60 ± 0.20 | 15.11 ± 0.22 | 14.68 ± 0.22 | - | - | ||
| 29 | 7.29 ± 0.11 | 7.30 ± 0.05 | 7.44 ± 0.25 | 7.53 ± 0.14 | 15.07 ± 0.37 | 14.55 ± 0.37 | - | - | ||
| 48 | 7.27 ± 0.09 | 7.29 ± 0.10 | 6.97 ± 0.17 | 6.56 ± 0.25 | 14.86 ± 0.30 | 14.41 ± 0.30 | - | - | ||
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| SAS | Before COVID-19 | Environment | After COVID-19 | Source | References |
|---|---|---|---|---|---|
| DCV | -* | -* | -* | -* | -* |
| DRV | -* | -* | 69–43,000 ng/L | WWTP (Africa) | [11] |
| FAV | 40–60 ng/L | Surface water (Japan) | 64 ng/L | Domestic wastewater (Japan) | [8,10] |
| LOP | 305 ng/L | Surface water (South Africa) | 880 ng/L 1200–3800 ng/L | Domestic wastewater (Japan) WWTP (Africa) | [8,11,12] |
| REM | -* | -* | 55 ng/L | Domestic wastewater (Japan) | [8] |
| RIT | -* | -* | 460–3200 ng/L | WWTP (Africa) | [11] |
| UMI | -* | -* | 13–780 ng/L | WWTP (Russia) | [13] |
| Conditions | DRV | DCV | FAV | LOP | REM | RIT | UMI |
|---|---|---|---|---|---|---|---|
| Mobile phase (%B) | 45 | 25 | 15 | 55 | 40 | 55 | 40 |
| Mobile phase flow/mL min−1 | 0.250 | 0.500 | |||||
| Injection volume/μL | 10 | ||||||
| Oven temperature/°C | 40 | ||||||
| Detection wavelength/nm | 265 | 304 | 324 | 215 | 241 | 241 | 260 |
| Retention time/min | 4.237 | 3.080 | 2.495 | 5.023 | 5.303 | 4.378 | 2.597 |
| LoD, μmol/L | 3.30 × 10−2 | 1.95 × 10−2 | 2.46 × 10−2 | 3.41 × 10−2 | 3.04 × 10−2 | 2.72 × 10−2 | 3.82 × 10−3 |
| LoQ, μmol/L | 9.90 × 10−2 | 5.86 × 10−2 | 7.39 × 10−2 | 1.02 × 10−1 | 9.12 × 10−2 | 8.15 × 10−2 | 1.15 × 10−2 |
| Parameter | Value |
|---|---|
| pH | 7.057 |
| T, °C | 21.6 |
| γ (O2), mg/L | 0.86 |
| ϗ, µS/cm | 870 |
| n, rpm | 160 |
| t, h | 72 |
| Parameter | Value |
|---|---|
| pH | 7.313 ± 0.234 |
| T, °C | 25 ± 2 |
| γ (MLSS), g/L | 3.77 ± 0.48 |
| n, rpm | 160 |
| t, h | 48 |
| Parameter | Value |
|---|---|
| w (H2O), % | 99.52 |
| w (dry matter), % | 0.49 |
| w (volatile matter), % | 56.59 |
| γ (MLSS), g/L | 2.67 ± 0.21 |
| γ (MLVSS), % | 81.34 ± 1.70 |
| CFUbacteria, cells/mL | 1.1 × 105 |
| CFUfungi, cells/mL | 2.6 × 104 |
| Sample | Group of Microorganisms | Isolate | Identified Microorganisms |
|---|---|---|---|
| AS | Bacteria | I1 | Brevundimonas vesicularis |
| I2 | Comamonas testosteroni | ||
| I3 | Bacillus amyloliquefaciens | ||
| I4 | Bacillus mycoides | ||
| Yeast | I5 | Trichosporon mucoides | |
| Mold | I6 | Fusarium sp. |
| Isolate | Gram Staining | KOH Test | Schaeffer-Fulton Staining | Motility | Oxidase | Catalase | Nitrate-Reductase |
|---|---|---|---|---|---|---|---|
| I1 | −ve | + | − | + | + | + | − |
| I2 | −ve | + | − | + | + | + | + |
| I3 | +ve | − | + | + | − | + | + |
| I4 | +ve | − | + | − | +/− | + | + |
| Concentration, μmol/L | Time, h | Isolate | INH, % | EC20, μmol/L | EC50, μmol/L |
|---|---|---|---|---|---|
| RIT 0.78 | 0 | - | 25.14 ± 2.89 | 0.54 ± 0.02 | - |
| 0.07 | 48 | I2 | 40.76 ± 4.31 | 0.04 ± 0.01 | - |
| 0.04 | I3 | 3.98 ± 1.15 | - | - | |
| 0.32 0.09 | I4 | 22.26 ± 0.47 | 0.30 ± 0.05 | - | |
| AS | 23.04 ± 3.52 | 0.08 ± 0.01 | - | ||
| REM 0.60 | 0 | - | 53.36 ± 2.01 | 0.26 ± 0.03 | 0.58 ± 0.04 |
| 0.04 | 48 | I2 | 56.35 ± 0.77 | 0.02 ± 0.01 | 0.04 ± 0.01 |
| 100% * | I3 | 36.42 ± 4.93 | 51.04 ± 1.91% * | - | |
| 0.03 | I4 | 42.93 ± 3.11 | 0.01 ± 0.00 | - | |
| 100% * | AS | 23.39 ± 1.68 | 94.79 ± 3.96% * | - | |
| LOP 0.65 | 0 | - | 38.02 ± 0.99 | 0.16 ± 0.02 | - |
| 0.55 | 48 | I2 | 10.19 ± 4.05 | - | - |
| 0.45 | I3 | 17.78 ± 2.21 | - | - | |
| 0.58 | I4 | 26.01 ± 3.84 | 0.50 ± 0.06 | - | |
| 0.52 | AS | 9.34 ± 0.28 | - | - | |
| FAV 0.80 | 0 | - | 31.48 ± 4.55 | 0.68 ± 0.03 | - |
| 0.14 | 48 | I2 | 31.27 ± 1.88 | 0.12 ± 0.01 | - |
| 0.16 | I3 | 26.17 ± 3.33 | 78.65 ± 1.57% * | - | |
| 100% * | I4 | 38.23 ± 0.51 | 0.05 ± 0.00 | - | |
| 100% * | AS | 26.52 ± 4.70 | 70.83 ± 2.20% * | - | |
| DRV 0.68 | 0 | - | 35.36 ± 1.44 | 0.49 ± 0.02 | - |
| 0.17 | 48 | I2 | 47.42 ± 2.59 | 0.08 ± 0.01 | - |
| 0.16 | I3 | 29.62 ± 0.63 | 0.11 ± 0.02 | - | |
| 0.17 | I4 | 30.62 ± 4.81 | 0.04 ± 0.00 | - | |
| 0.06 | AS | 6.65 ± 1.95 | - | - | |
| DCV 1.30 | 0 | - | 25.87 ± 0.36 | 1.14 ± 0.07 | - |
| 0.40 | 48 | I2 | 31.37 ± 4.18 | 0.33 ± 0.02 | - |
| 0.39 | I3 | 4.75 ± 1.30 | - | - | |
| 0.43 | I4 | 15.33 ± 3.75 | - | - | |
| 0.38 | AS | 0.00 ± 0.85 | - | - | |
| UMI 0.08 | 0 | - | 3.95 ± 2.44 | - | - |
| 100% * | 48 | I2 | 35.28 ± 4.61 | 75.52 ± 3.52% * | - |
| 100% * | I3 | 29.87 ± 1.57 | 76.04 ± 0.80% * | - | |
| 100% * | I4 | 37.02 ± 2.98 | 37.50 ± 1.25% * | - | |
| 100% * | AS | 29.59 ± 1.74 | 84.38 ± 2.07% * | - |
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Lastovčić, D.; Nikolić, M.M.; Zirn, I.; Markić, M.; Bolanča, T.; Ukić, Š.; Kučić Grgić, D. Selection of SAS-Tolerant Microorganisms from Activated Sludge and Assessment of Biodegradation Potential of SARS-CoV-2 Antivirals by Pure Bacterial Cultures and Activated Sludge. Separations 2026, 13, 3. https://doi.org/10.3390/separations13010003
Lastovčić D, Nikolić MM, Zirn I, Markić M, Bolanča T, Ukić Š, Kučić Grgić D. Selection of SAS-Tolerant Microorganisms from Activated Sludge and Assessment of Biodegradation Potential of SARS-CoV-2 Antivirals by Pure Bacterial Cultures and Activated Sludge. Separations. 2026; 13(1):3. https://doi.org/10.3390/separations13010003
Chicago/Turabian StyleLastovčić, Dora, Martina Miloloža Nikolić, Ivona Zirn, Marinko Markić, Tomislav Bolanča, Šime Ukić, and Dajana Kučić Grgić. 2026. "Selection of SAS-Tolerant Microorganisms from Activated Sludge and Assessment of Biodegradation Potential of SARS-CoV-2 Antivirals by Pure Bacterial Cultures and Activated Sludge" Separations 13, no. 1: 3. https://doi.org/10.3390/separations13010003
APA StyleLastovčić, D., Nikolić, M. M., Zirn, I., Markić, M., Bolanča, T., Ukić, Š., & Kučić Grgić, D. (2026). Selection of SAS-Tolerant Microorganisms from Activated Sludge and Assessment of Biodegradation Potential of SARS-CoV-2 Antivirals by Pure Bacterial Cultures and Activated Sludge. Separations, 13(1), 3. https://doi.org/10.3390/separations13010003

