| Literature DB >> 30404208 |
Agnieszka Saeid1, Ewelina Prochownik2, Justyna Dobrowolska-Iwanek3.
Abstract
Microbial solubilization applies the natural ability of a microorganism to liberate phosphorus from unavailable structures. The main mechanism recognized to be responsible for the solubilization of phosphorus is the production of different types of organic acids. Three kinds of Bacillus species and three types of raw materials (poultry bones, fish bones, and ash) were tested for solubilization. The following parameters were compared for all discussed cases: pH, specific growth rate, solubilization factor, released phosphorus concentration, and total and individual concentration of organic acids. Utilization of ash brought about the highest specific and maximum specific growth rates. A decrease in pH was observed in most of the discussed cases with the exception of fish bones. At the same time, fish bones had the highest concentration of released P₂O₅ and the highest total concentration of produced organic acids (gluconic, lactic, acetic, succinic, and propionic) in all discussed cases. The tested Bacillus species produced the mentioned acids with the exception of B. megaterium, where propionic acid was not present. The lactic and acetic acids were those produced in the highest amount. The kind of raw materials and type of Bacillus species used in solubilization had a strong influence on the kind of organic acids that were detected in the broth culture and its total concentration, which had a direct influence on the amount of released phosphorus. The combination of Bacillus megaterium with the fish bones at 5 g/L is proposed as the pair that gives the highest concentration of released phosphorus (483 ± 5 mg/L).Entities:
Keywords: Bacillus cereus; Bacillus megaterium; Bacillus subtilis; microbial solubilization; organic acids; solubilization factor
Mesh:
Substances:
Year: 2018 PMID: 30404208 PMCID: PMC6278551 DOI: 10.3390/molecules23112897
Source DB: PubMed Journal: Molecules ISSN: 1420-3049 Impact factor: 4.411
Monod parameters of growth of Bacillus species under different conditions.
| Bacteria Strain | Raw Materials | Monod | Haldane | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Parameter | Unit | Value ± SD |
|
| Parameter | Unit | Value ± SD |
|
| ||||
|
| Bones |
| h−1 | 0.110 ± 0.001 * | 0.000 | 0.999 | 0.0000169 | ||||||
|
| g/L | 0.113 ± 0.014 * | 0.016 | ||||||||||
| Ash |
| h−1 | 0.129 ± 0.018 * | 0.019 | 0.964 | 0.00656 | |||||||
|
| g/L | 0.296 | |||||||||||
| Fish bones |
| h−1 | 0.124 ± 0.007 * | 0.003 | 0.996 | 0.00103 | |||||||
|
| g/L | 1.874 ± 0.426 * | 0.048 | ||||||||||
| Phosphate rock |
| h−1 | 0.117 ± 0.000 * | 0.000 | 0.996 | 0.000 | |||||||
|
| g/L | 0.100 ± 0.001 * | 0.000 | ||||||||||
|
| Bones |
| h−1 | 0.123 ± 0.001 * | 0.000 | 0.999 | 0.000007 | ||||||
|
| g/L | 0.0465 ± 0.0077 * | 0.026 | ||||||||||
| Ash |
| h−1 | 0.005 | 0.989 | 0.00197 | ||||||||
|
| g/L | 0.182 ± 0.155 | 0.363 | ||||||||||
| Fish bones |
| h−1 | 0.116 ± 0.001 * | 0.000 | 0.999 | 0.000050 | |||||||
|
| g/L | 0.220 ± 0.028 * | 0.016 | ||||||||||
| Phosphate rock |
| h−1 | 0.119 ± 0.016 * | 0.004 | 0.942 | 0.0129 |
| h−1 | 0.144 ± 0.038 | 0.064 | 0.959 | 0.009 | |
|
| g/L | 0.438 ± 0.384 | 0.373 | ||||||||||
|
| g/L | 0.252 ± 0.207 | 0.310 |
| g/L | 85.9 ± 119 | 0.546 | ||||||
|
| Bones |
| h−1 | 0.126 ± 0.003 * | 0.000 | 0.998 | 0.000207 | ||||||
|
| g/L | 0.0947 ± 0.0456 | 0.173 | ||||||||||
| Ash |
| h−1 | 0.003 | 0.993 | 0.00112 | ||||||||
|
| g/L | 0.112 ± 0.109 | 0.412 | ||||||||||
| Fish bones |
| h−1 | 0.120 ± 0.011 * | 0.008 | 0.984 | 0.00253 | |||||||
|
| g/L | 0.525 ± 0.285 | 0.207 | ||||||||||
| Phosphate rock |
| h−1 | 0.104 ± 0.018 * | 0.009 | 0.998 | 0.0181 |
| h−1 | 0.129 ± 0.045 | 0.101 | 0.935 | 0.013 | |
|
| g/L | 0.233 ± 0.253 | 0.425 |
| g/L | 0.442 ± 0.496 | 0.467 | ||||||
|
| g/L | 69.3 ± 109 | 0.590 | ||||||||||
Type of raw material: poultry bones, ash, fish bones, or phosphate rock; dose of phosphorus raw material: 1, 5, or 30 g/L. *: statistically significant parameters; numbers in bold: the highest values within the group.
Parameters of model describing the kinetics of changes in P2O5 concentration during solubilization.
| Bacteria Strain | Dose | Bones | Fish Bones | Ash | Phosphate Rock | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Parameter | Value ± SD |
| χ2 | Value ± SD |
| χ2 | Value ± SD |
| χ2 | Value ± SD |
| χ2 | ||||||
|
| 1 g/L | 133 ± 2 * | 0.000 | 0.999 | 0.117 | 213 ± 6 | 0.001 | 0.987 | 0.987 | 47.5 ± 1.7 * | 0.001 | 0.995 | 0.258 | 37.0 ± 1.5 * | 0.002 | 0.990 | 0.0819 | |
| 3.14 ± 0.18 * | 0.003 | 0.999 ± 0.199 | 0.037 | 1.94 ± 0.31 * | 0.024 | 0.628 ± 0.082 * | 0.016 | |||||||||||
| 0.0399 ± 0.0020 * | 0.002 | 0.0896 ± 0.0252 | 0.071 | 0.0391 ± 0.0065 * | 0.026 | 0.0216 ± 0.0056 | 0.061 | |||||||||||
| 5 g/L | 270 ± 11 * | 0.002 | 0.998 | 2.54 |
|
| 0.998 | 0.128 | 85.4 ± 1.7 * | 0.000 | 0.999 | 0.0676 | 33.4 ± 1.4 * | 0.002 | 0.994 | 0.102 | ||
| 7.25 ± 0.99 * | 0.018 | 0.565 ± 0.028 | 0.002 | 3.26 ± 0.14 * | 0.002 | 1.31 ± 0.16 * | 0.014 | |||||||||||
| 0.0287 ± 0.0029 * | 0.009 | 0.0304 ± 0.0026 | 0.007 | 0.0238 ± 0.0012 * | 0.003 | 0.0257 ± 0.0047 * | 0.032 | |||||||||||
| 30 g/L | 279 ± 6 * | 0.000 | 0.999 | 0.591 | 433 ± 12 | 0.001 | 0.985 | 0.775 | 43.6 ± 1.2 * | 0.001 | 0.999 | 0.0376 | 29.5 ± 3.2 * | 0.011 | 0.982 | 0.338 | ||
| 73.5 ± 6.4 * | 0.007 | 0.408 ± 0.061 | 0.022 | 1.56 ± 0.08 * | 0.003 | 1.61 ± 0.35 * | 0.043 | |||||||||||
| 0.0355 ± 0.0012 * | 0.001 | 0.0284 ± 0.0082 | 0.074 | 0.0200 ± 0.0018 * | 0.008 | 0.0206 ± 0.0073 | 0.106 | |||||||||||
|
| 1 g/L | 67.8 ± 2.86 * | 0.002 | 0.970 | 0.345 | 221 ± 5 | 0.001 | 0.996 | 0.241 | 33.5 ± 0.7 * | 0.000 | 0.998 | 0.0388 | 35.1 ± 1.8 * | 0.003 | 0.993 | 0.999 | |
| 0.523 ± 0.122 | 0.051 | 0.834 ± 0.073 | 0.008 | 1.95 ± 0.18 * | 0.008 | 1.09 ± 0.13 * | 0.014 | |||||||||||
| 0.0362 ± 0.0144 | 0.128 | 0.0279 ± 0.0040 | 0.020 | 0.0410 ± 0.0038 * | 0.009 | 0.0203 ± 0.0044 * | 0.043 | |||||||||||
| 5 g/L | 76.8 ± 4.9 * | 0.004 | 0.975 | 1.29 | 393 ± 16 | 0.002 | 0.987 | 3.23 | 53.1 ± 3.3 * | 0.004 | 0.993 | 0.524 | 33.9 ± 2.8 * | 0.007 | 0.994 | 0.131 | ||
| 1.33 ± 0.392 | 0.077 | 1.93 ± 0.55 | 0.073 | 3.06 ± 0.58 * | 0.034 | 1.57 ± 0.20 * | 0.016 | |||||||||||
| 0.0404 ± 0.0141 | 0.104 | 0.0890 ± 0.0223 | 0.057 | 0.0285 ± 0.0056 * | 0.037 | 0.0163 ± 0.0037 * | 0.047 | |||||||||||
| 30 g/L | 42.6 ± 4.25 * | 0.010 | 0.976 | 2.21 | 405 ± 5 | 0.000 | 0.998 | 0.347 | 42.7 ± 2.8 * | 0.004 | 0.991 | 0.210 | 31.5 ± 6.4 * | 0.038 | 0.981 | 0.330 | ||
| 3.33 ± 1.43 | 0.145 | 1.2364 ± 0.105419 | 0.007 | 1.41 ± 0.20 * | 0.020 | 1.63 ± 0.46 | 0.071 | |||||||||||
| 0.0363 ± 0.0138 | 0.119 | 0.0855 ± 0.0087 | 0.010 | 0.0214 ± 0.0052 | 0.054 | 0.0145 ± 0.0067 | 0.164 | |||||||||||
|
| 1 g/L | 79.4 ± 13.3 * | 0.027 | 0.993 | 0.445 | 242 ± 26 | 0.011 | 0.962 | 4.09 | 42.1 ± 1.2 * | 0.001 | 0.996 | 0.0860 | 33.1 ± 2.8 * | 0.007 | 0.977 | 0.293 | |
| 2.12 ± 0.44 * | 0.041 | 0.981 ± 0.285 | 0.075 | 1.06 ± 0.10 * | 0.009 | 1.03 ± 0.23 * | 0.047 | |||||||||||
| 0.0136 ± 0.0039 | 0.076 | 0.0221 ± 0.0115 | 0.194 | 0.0273 ± 0.0041 * | 0.022 | 0.0224 ± 0.0089 | 0.127 | |||||||||||
| 5 g/L | 56.6 ± 3.6 * | 0.004 | 0.944 | 0.791 | 427 ± 10 | 0.001 | 0.993 | 0.886 | 36.6 ± 1.5 * | 0.002 | 0.988 | 0.274 | 32.0 ± 5.3 * | 0.026 | 0.964 | 0.382 | ||
| 0.668 ± 0.235 | 0.105 | 0.842 ± 0.112 | 0.017 | 1.34 ± 0.28 * | 0.040 | 0.939 ± 0.298 | 0.088 | |||||||||||
| 0.0429 ± 0.0229 | 0.202 | 0.0522 ± 0.0095 | 0.031 | 0.0453 ± 0.0106 | 0.051 | 0.0155 ± 0.0096 | 0.247 | |||||||||||
| 30 g/L | 70.2 ± 34.5 | 0.179 | 0.958 | 1.504 | 428 ± 14 | 0.001 | 0.984 | 2.27 | 51.0 ± 2.9 * | 0.003 | 0.985 | 0.665 | 41.2 ± 6.8 * | 0.026 | 0.994 | 0.0622 | ||
| 1.79 ± 1.17 | 0.266 | 0.900 ± 0.195 | 0.044 | 1.65 ± 0.41 | 0.056 | 1.16 ± 0.32 | 0.068 | |||||||||||
| 0.0118 ± 0.0098 | 0.353 | 0.0894 ± 0.0294 | 0.093 | 0.0384 ± 0.0106 | 0.069 | 0.00983 ± 0.00341 | 0.102 | |||||||||||
| Consortium | 30 g/L | 106 ± 4 * | 0.002 | 0.992 | 0.719 | 414 ± 9 | 0.001 | 0.994 | 0.934 | 27.3 ± 1.3 * | 0.002 | 0.978 | 0.106 | 36.7 ± 6.9 * | 0.034 | 0.989 | 0.0836 | |
| 2.24 ± 0.469 * | 0.041 | 1.08 ± 0.15 | 0.018 | 0.549 ± 0.104 * | 0.034 | 0.918 ± 0.323 | 0.105 | |||||||||||
| 0.0430 ± 0.0085 * | 0.037 | 0.0680 ± 0.0114 | 0.027 | 0.0248 ± 0.0090 | 0.111 | 0.00973 ± 0.00470 | 0.174 | |||||||||||
*: statistically significant parameters, numbers in bold: the highest value.
Figure 1Contribution (mass fraction) of individual acids in relation to the obtained spectrum of organic acids (mg/L) in a microbial broth of Bacillus species in solubilization performed with the utilization of four sources of phosphorus (N = 3): (a) poultry bones; (b) fish bones; (c) ash; (d) phosphate rock.
The levels of detected organic acid concentrations (mmol/L) in the culture broth of Bacillus species under different conditions.
| Bacteria Strain | Raw Material | Dose g/L | Gluconic Acid | 2-Hydroxypropanoic Acid | Acetic Acid | Butanedoic Acid | Propionic Acid | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Con. ± SD | f(dose) = Con. | Con. ± SD | f(dose) = Con. | Con. ± SD | f(dose) = Con. | Con. ± SD | f(dose) = Con. | Con. ± SD | f(dose) = Con. | ||||||||
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| PB | 1 | 3.15 ± 0.03 | 0.940 | 0.222 | 1.32 ± 0.03 * | 0.998 | 0.043 | 2.83 ± 0.06 | −0.463 | 0.694 | <LOQ | - | - | <LOQ | - | - |
| 5 | 7.13 ± 0.19 | 2.12 ± 0.18 * | 2.97 ± 0.02 | 1.63 ± 0.03 | <LOQ | ||||||||||||
| 30 | 11.8 ± 0.1 | 5.20 ± 0.07 * | 2.82 ± 0.02 | 8.63 ± 0.01 | <LOQ | ||||||||||||
| A | 1 | 0.542 ± 0.049 | −0.725 | 0.483 | 0.849 ± 0.034 | 0.981 | 0.124 | 1.38 ± 0.05 | 0.636 | 0.562 | 0.660 ± 0.023 | - | - | <LOQ | - | - | |
| 5 | 0.135 ± 0.004 | 1.78 ± 0.03 | 3.01 ± 0.06 | <LOQ | <LOQ | ||||||||||||
| 30 | 0.051 ± 0.006 | 3.71 ± 0.08 | 3.09 ± 0.17 | <LOQ | <LOQ | ||||||||||||
| FB | 1 | 5.14 ± 0.20 | - | - | 4.05 ± 0.09 | 0.992 | 0.080 | 1.22 ± 0.06 | 0.469 | 0.689 | 1.19 ± 0.01 | 0.994 | 0.071 | <LOQ | - | - | |
| 5 | 9.71 ± 0.09 | 10.1 ± 0.2 | 4.28 ± 0.07 | 1.39 ± 0.02 | <LOQ | ||||||||||||
| 30 | <LOQ | 27.5 ± 0.1 | 3.75 ± 0.02 | 11.8 ± 0.02 | <LOQ | ||||||||||||
| PR | 1 | 0.375 ± 0.046 | 0.853 | 0.350 | 0.992 ± 0.054 | 0.971 | 0.153 | 3.06 ± 0.04 | 0.709 | 0.498 | <LOQ | - | - | <LOQ | - | - | |
| 5 | 0.579 ± 0.502 | 4.34 ± 0.65 | 5.32 ± 0.62 | 0.169 ± 0.014 | <LOQ | ||||||||||||
| 30 | 0.697 ± 0.041 | 10.2 ± 0.1 | 5.72 ± 0.11 | 0.331 ± 0.018 | <LOQ | ||||||||||||
|
| PB | 1 | 0.608 ± 0.037 | - | - | 2.69 ± 0.40 * | 0.999 | 0.031 | <LOQ | - | - | <LOQ | - | - | <LOQ | - | - |
| 5 | <LOQ | 8.91 ± 0.48 * | <LOQ | <LOQ | 0.439 ± 0.007 | ||||||||||||
| 30 | <LOQ | 36.0 ± 0.4 * | <LOQ | <LOQ | 1.89 ± 0.015 | ||||||||||||
| A | 1 | 0.589 ± 0.026 | 0.522 | 0.650 | 2.26 ± 0.18 | 0.995 | 0.062 | <LOQ | - | - | <LOQ | - | - | <LOQ | - | - | |
| 5 | 0.393 ± 0.008 | 2.37 ± 0.05 | <LOQ | <LOQ | <LOQ | ||||||||||||
| 30 | 0.628 ± 0.008 | 5.26 ± 0.10 | 1.12 ± 0.05 | <LOQ | <LOQ | ||||||||||||
| FB | 1 | <LOQ | - | - | 4.38 ± 0.06 | 0.980 | 0.128 | 15.2 ± 0.3 | −0.273 | 0.824 | <LOQ | - | - | <LOQ | - | - | |
| 5 | 1.24 ± 0.06 | 14.6 ± 0.1 | 2.57 ± 0.06 | 0.390 ± 0.108 | 0.334 ± 0.008 | ||||||||||||
| 30 | <LOQ | 35.5 ± 0.3 | 7.25 ± 0.04 | 0.709 ± 0.022 | 0.690 ± 0.044 | ||||||||||||
| PR | 1 | 0.329 ± 0.015 | −0.669 | 0.533 | 3.10 ± 0.19 | 0.959 | 0.184 | <LOQ | - | - | <LOQ | - | - | <LOQ | - | - | |
| 5 | 0.318 ± 0.001 | 5.28 ± 0.10 | 0.985 ± 0.076 | <LOQ | <LOQ | ||||||||||||
| 30 | 0.316 ± 0.005 | 8.48 ± 0.09 | 0.685 ± 0.024 | <LOQ | <LOQ | ||||||||||||
|
| PB | 1 | 0.391 ± 0.021 | - | - | 3.84 ± 0.07 * | 0.999 | 0.024 | <LOQ | - | - | <LOQ | - | - | <LOQ | - | - |
| 5 | <LOQ | 7.73 ± 0.06 * | 4.39 ± 0.19 | <LOQ | 2.67 ± 0.05 | ||||||||||||
| 30 | <LOQ | 25.9 ± 0.9 * | 13.8 ± 0.8 | 0.499 ± 0.037 | 0.565 ± 0.019 | ||||||||||||
| A | 1 | 0.422 ± 0.001 * | −0.997 | 0.045 | 1.93 ± 0.08 | −0.651 | 0.549 | <LOQ | - | - | <LOQ | - | - | <LOQ | - | - | |
| 5 | 0.413 ± 0.018 * | 3.46 ± 0.01 | 2.41 ± 0.08 | <LOQ | <LOQ | ||||||||||||
| 30 | 0.376 ± 0.007 * | 1.22 ± 0.02 | 5.96 ± 0.07 | 0.302 ± 0.007 | 0.652 ± 0.055 | ||||||||||||
| FB | 1 | <LOQ | - | - | 3.22 ± 0.04 | 0.988 | 0.098 | 2.17 ± 0.08 | 0.749 | 0.461 | 0.097 ± 0.011 | 0.565 | 0.618 | <LOQ | - | - | |
| 5 | 0.646 ± 0.014 | 12.8 ± 0.1 | 5.30 ± 0.06 | 0.409 ± 0.020 | <LOQ | ||||||||||||
| 30 | <LOQ | 36.7 ± 0.4 | 6.11 ± 0.21 | 0.391 ± 0.056 | <LOQ | ||||||||||||
| PR | 1 | 0.426 ± 0.024 | −0.655 | 0.545 | 4.31 ± 0.05 | −0.071 | 0.954 | <LOQ | - | - | <LOQ | - | - | <LOQ | - | - | |
| 5 | 0.228 ± 0.001 | 3.39 ± 0.16 | 7.79 ± 0.28 | 0.097 ± 0.004 | <LOQ | ||||||||||||
| 30 | 0.212 ± 0.003 | 3.90 ± 0.13 | 3.92 ± 0.08 | 0.234 ± 0.017 | <LOQ | ||||||||||||
| Consortium | PB | 30 | <LOQ | - | - | 23.1 ± 0.2 | - | - | 12.9 ± 0.3 | - | - | 0.356 ± 0.060 | - | - | 0.751 ± 0.010 | - | - |
| A | 30 | 0.370 ± 0.019 | 4.63 ± 0.17 | 4.58 ± 0.26 | <LOQ | <LOQ | |||||||||||
| FB | 30 | <LOQ | 37.7 ± 0.1 | 10.1 ± 0.5 | 0.668 ± 0.003 | 0.485 ± 0.015 | |||||||||||
| FR | 30 | 0.315 ± 0.027 | 7.99 ± 0.15 | 5.17 ± 0.23 | 0.255 ± 0.005 | <LOQ | |||||||||||
Type of raw material: poultry bones (PB), ash (A), fish bones (FB), or phosphate rock (FR); dose of phosphorus raw material: 1, 5, or 30 g/L; correlation parameters (R) and p-values represent the relationship between the dose and the concentrations of synthesized acid. *: statistically significant parameters. LOQ: limit of quantification, -: not applicable.
The relationship between the total organic acid concentration and P2O5 concentration in the solution.
| Bacteria | Dose (g/L) |
|
|
| |
|---|---|---|---|---|---|
|
| 1 | 0.985 | 0.014 | 0.971 | |
| 5 | 0.936 | 0.064 | 0.876 | ||
| 30 | 0.688 | 0.312 | 0.473 | ||
|
| 1 | 0.982 | 0.0177 | 0.965 | |
| 5 | 0.922 | 0.0777 | 0.851 | ||
| 30 | 0.953 | 0.0468 | 0.909 | ||
|
| 1 | 0.647 | 0.353 | 0.419 | |
| 5 | 0.787 | 0.213 | 0.619 | ||
| 30 | 0.663 | 0.337 | 0.439 |
Figure 2The influence of dose of raw material (g/L) and kind of bacterial strain on the total amount of produced acids (mmol/L): poultry bones (blue), ash (black), fish bones (green), phosphate rock (pink). Dashed lines represent the concentrations of produced acids obtained in the culture of microbial consortium when 30 g/L of raw material was used.
Figure 3Scheme of performed experiments.