From: Microorganism-regulated mechanisms of temperature effects on the performance of anaerobic digestion
25 °C | 35 °C | 45 °C | 50 °C | 55 °C | Temperature | DCP | Acetic acid | Propionic acid | Butyric acid | NH4 +-N | |
---|---|---|---|---|---|---|---|---|---|---|---|
Firmicutes | 44.14 ± 2.38cd | 32.46 ± 0.95ghd | 52.98 ± 1.16b | 68.97 ± 1.86a | 49.78 ± 2.53bc | 0.592* | 0.785** | −0.322 | −0.464 | −0.272 | 0.558* |
Unclassified Clostridiales | 11.15 ± 2.4b | 10.46 ± 1.6b | 11.79 ± 3.05b | 14.04 ± 0.81a | 15.19 ± 2.48a | 0.853** | 0.45 | −0.427 | −0.816** | −0.438 | 0.809** |
Unclassified Clostridiaceae | 9.16 ± 3.56a | 1.38 ± 0.54c | 3.7 ± 2.63b | 1.66 ± 0.93c | 2.26 ± 0.84ba | −0.720** | −0.633* | 0.915** | 0.811** | 0.955** | −0.747** |
Unclassified Lachnospiraceae | 5.41 ± 3.8a | 1.92 ± 0.04c | 1.89 ± 0.1c | 1.75 ± 0.35c | 2.39 ± 0.96bc | −0.733** | −0.761** | 0.954** | 0.735** | 0.973** | −0.771** |
Lactobacillus | 1.41 ± 0.17b | 1.62 ± 0.41b | 1.98 ± 0.57b | 13.67 ± 0.67a | 1.31 ± 0.28b | 0.372 | 0.749** | −0.331 | −0.416 | −0.299 | 0.343 |
Clostridium | 1.01 ± 0.14c | 1.58 ± 0.11bc | 4.73 ± 1.01a | 3.1 ± 0.19b | 1.91 ± 0.23bc | 0.5 | 0.773** | −0.580* | −0.255 | −0.532* | 0.537* |
Sedimentibacter | 0.55 ± 0.04c | 1.48 ± 0.2b | 2.47 ± 0.12a | 1.54 ± 0.19b | 0.16 ± 0.02c | 0.048 | 0.588* | −0.423 | 0.09 | −0.38 | 0.106 |
Syntrophomonas | 0.07 ± 0.01b | 0.98 ± 0.18a | 0.84 ± 0.24a | 1.06 ± 0.12a | 1.38 ± 0.33a | 0.890** | 0.551* | −0.879** | −0.934** | −0.924** | 0.902** |
Tepidimicrobium | 0.11 ± 0.02c | 0.13 ± 0.02c | 1.33 ± 0.07c | 5.09 ± 0.21a | 0.27 ± 0.05b | 0.443 | 0.843** | −0.403 | −0.426 | −0.362 | 0.421 |
Pelotomaculum | 0.02 ± 0.02a | 0.03 ± 0.02b | 0.02 ± 0.02a | 0.01 ± 0.01a | 0.01 ± 0.0a | −0.05 | −0.587 | −0.04 | −0.047 | −0.111 | −0.640* |
Bacteroidetes | 39.35 ± 3.67a | 33.81 ± 2.81ab | 23.00 ± 0.35bc | 8.57 ± 0.49e | 4.85 ± 0.12e | −0.967** | −0.666** | 0.675** | 0.921** | 0.685** | −0.943** |
Ruminofilibacter | 0.73 ± 0.05c | 5.8 ± 1.54bc | 11.42 ± 1a | 8.12 ± 1.75b | 0.54 ± 0.09c | 0.234 | 0.739** | −0.552* | −0.094 | −0.509 | 0.285 |
OTU84 | 0.5 ± 0c | 5.5 ± 1.5b | 11.8 ± 0.9a | 5.8 ± 0.6b | 0.4 ± 0.1c | 0.177 | 0.619* | −0.508 | −0.008 | −0.468 | 0.236 |
Unclassified Bacteroidales | 2.1 ± 1.67b | 0.58 ± 0.06c | 2.22 ± 1.69b | 5.8 ± 3.79a | 0.76 ± 0.34c | 0.229 | 0.698** | −0.137 | −0.188 | −0.081 | 0.198 |
Prevotella | 23.98 ± 3.9a | 1.58 ± 0.34b | 0.2 ± 0.04b | 0.38 ± 0.05b | 0.19 ± 0.02b | −0.818** | −0.721** | 0.965** | 0.806** | 0.989** | −0.852** |
Bacteroides | 5.05 ± 0.59a | 0.4 ± 0.09b | 0.07 ± 0.02b | 0.21 ± 0.05b | 0.12 ± 0.01b | −0.814** | −0.716** | 0.964** | 0.800** | 0.988** | −0.849** |
Unclassified Porphyromonadaceae | 2.46 ± 0.5b | 7.76 ± 3.17a | 0.68 ± 0.22b | 0.57 ± 0.01b | 1.66 ± 0.32b | −0.475 | −0.487 | 0.064 | 0.233 | 0.006 | −0.441 |
Euryarchaeota | 1.09 ± 0.16b | 1.01 ± 0.23b | 3.23 ± 0.78ab | 4.06 ± 0.68a | 3.50 ± 0.96ab | 0.903** | 0.825** | −0.639* | −0.760** | −0.617* | 0.886** |
Methanosarcina | 0.73 ± 0.17ab | 0.07 ± 0.03b | 2.16 ± 0.85a | 1.84 ± 0.43ab | 1.47 ± 0.69ab | 0.670** | 0.727** | −0.416* | −0.41 | −0.364 | 0.664** |
Methanoculleus | 0.06 ± 0.02b | 0.03 ± 0.01b | 0.07 ± 0.02b | 0.1 ± 0.02b | 0.27 ± 0.03a | 0.719** | 0.072 | −0.281 | −0.688** | −0.315 | 0.683** |
Methanobrevibacter | 0.13 ± 0.02b | 0.23 ± 0.08b | 0.68 ± 0.13ab | 1.08 ± 0.17a | 0.22 ± 0.08b | 0.5 | 0.936** | −0.529* | −0.409 | −0.48 | 0.499 |
Methanobacterium | 0.01 ± 0c | 0.02 ± 0.01c | 0.02 ± 0c | 0.63 ± 0.19b | 1.02 ± 0.48a | 0.808** | 0.32 | −0.42 | −0.844** | −0.451 | 0.764** |
Thermotogae | 0.26 ± 0.01b | 0.26 ± 0.07b | 0.88 ± 0.15b | 1.78 ± 0.29b | 24.64 ± 4.55a | 0.643** | −0.066 | −0.266 | −0.644** | −0.314 | 0.616* |
S1 | 0.24 ± 0c | 0.24 ± 0.08c | 0.88 ± 0.15c | 1.76 ± 0.29c | 24.61 ± 4.56a | 0.818** | 0.223 | −0.421 | −.802** | −0.455 | 0.616* |
WWE1 | 0.47 ± 0.05b | 4.82 ± 1.46ab | 7.67 ± 1.30a | 0.61 ± 0.18b | 0.32 ± 0.12b | −0.06 | 0.203 | −0.342 | 0.2 | −0.327 | 0.015 |
W22 | 0.47 ± 0.05b | 4.82 ± 1.47ab | 7.67 ± 1.3a | 0.61 ± 0.18b | 0.32 ± 0.01b | −0.06 | 0.203 | −0.342 | 0.2 | −0.327 | 0.015 |
Synergistetes | 0.61 ± 0.07b | 2.45 ± 0.83a | 0.92 ± 0.09b | 0.55 ± 0.07b | 0.39 ± 0.06b | −0.377 | −0.2 | −0.156 | 0.203 | −0.196 | −.322 |
Aminobacterium | 0.4 ± 0.06b | 1.54 ± 0.64a | 0.2 ± 0b | 0.11 ± 0.03b | 0.1 ± 0.01b | −0.504 | −0.391 | 0.027 | 0.284 | −0.02 | −0.462 |