| Literature DB >> 33324620 |
Mareen Hoffmann1, Diana Stephanie Fernandez Cano Luna1, Shengbin Xiao1, Lars Stegemüller1, Katharina Rief1, Kambiz Morabbi Heravi1, Lars Lilge1, Marius Henkel1, Rudolf Hausmann1.
Abstract
The anaerobic growth of B. subtilis to synthesize surfactin poses an alternative strategy to conventional aerobic cultivations. In general, the strong foam formation observed during aerobic processes represents a major obstacle. Anaerobic processes have, amongst others, the distinct advantage that the total bioreactor volume can be exploited as foaming does not occur. Recent studies also reported on promising product per biomass yields. However, anaerobic growth in comparison to aerobic processes has several disadvantages. For example, the overall titers are comparably low and cultivations are time-consuming due to low growth rates. B. subtilis JABs24, a derivate of strain 168 with the ability to synthesize surfactin, was used as model strain in this study. Ammonium and nitrite were hypothesized to negatively influence anaerobic growth. Ammonium with initial concentrations up to 0.2 mol/L was shown to have no significant impact on growth, but increasing concentrations resulted in decreased surfactin titers and reduced nitrate reductase expression. Anaerobic cultivations spiked with increasing nitrite concentrations resulted in prolonged lag-phases. Indeed, growth rates were in a similar range after the lag-phase indicating that nitrite has a neglectable effect on the observed decreasing growth rates. In bioreactor cultivations, the specific growth rate decreased with increasing glucose concentrations during the time course of both batch and fed-batch processes to less than 0.05 1/h. In addition, surfactin titers, overall Y P/X and Y P/S were 53%, ∼42%, and ∼57% lower than in serum flask with 0.190 g/L, 0.344 g/g and 0.015 g/g. The Y X/S, on the contrary, was 30% lower in the serum flask with 0.044 g/g. The productivities q were similar with ∼0.005 g/(g⋅h). However, acetate strongly accumulated during cultivation and was posed as further metabolite that might negatively influence anaerobic growth. Acetate added to anaerobic cultivations in a range from 0 g/L up to 10 g/L resulted in a reduced maximum and overall growth rate μ by 44% and 30%, respectively. To conclude, acetate was identified as a promising target for future process enhancement and strain engineering. Though, the current study demonstrates that the anaerobic cultivation to synthesize surfactin represents a reasonable perspective and feasible alternative to conventional processes.Entities:
Keywords: Bacillus subtilis; acetate; anaerobic cultivation; foam-free; lipopeptide; nitrate respiration; process control strategy; surfactin
Year: 2020 PMID: 33324620 PMCID: PMC7726195 DOI: 10.3389/fbioe.2020.554903
Source DB: PubMed Journal: Front Bioeng Biotechnol ISSN: 2296-4185
Overview of strains used in the current study.
| Strain | Genotype or description | References |
| JABs24 | ||
| MG1 | This study | |
| MG5 | This study | |
| JM109 |
Plasmids used in this study.
| Plasmid | Properties or insert | References |
| pJOE4786.1 | ||
| pKAM0182 | pJOE4786.1 + PCR s1001 – s1002 ( | This study |
| pSHX1 | pJOE4786.1 + PCR s1011 – s1012 ( | This study |
| pKAM312 | ||
| pKAM452 | pKAM312 containing promoter | This study |
| region of | ||
| pSHX2 | pKAM312 containing promoter | This study |
| region of |
FIGURE 1Exemplary anaerobic serum flask cultivation employing strain B. subtilis MG1 in a mineral salt medium containing 10 g/L glucose, 0.1 mol/L NO3– and 0.2 mol/L NH4+.
Summary of the results and calculated yields for the serum flask cultivations of strains B. subtilis MG1 (P) and MG5 (P) employing 7.5 g/L and 10 g/L glucose and different ammonium concentrations.
| Strain | 7.5 g/L glucose | 10 g/L glucose | |||||
| 0.001 mol/L NH4+ | 0.1 mol/L NH4+ | 0.2 mol/L NH4+ | 0.001 mol/L NH4+ | 0.1 mol/L NH4+ | 0.2 mol/L NH4+ | ||
| CDWmax [g/L] | MG1 | 0.2990.033 | 0.3190.013 | 0.4850.033 | 0.4590.007 | 0.3790.007 | 0.4980.033 |
| MG5 | 0.3990.040 | 0.3920.007 | 0.4650.027 | 0.3320.093 | 0.4050.020 | 0.4250.040 | |
| Overall μ [1/h] | MG1 | 0.0500.004 | 0.0610.001 | 0.0760.004 | 0.0440.008 | 0.0340.002 | 0.0420.002 |
| MG5 | 0.0590.002 | 0.0670.002 | 0.0620.003 | 0.0550.002 | 0.0450.001 | 0.0510.009 | |
| MG1 | 0.0400.001 | 0.0440.004 | 0.0780.012 | 0.0370.003 | 0.0290.001 | 0.0400.003 | |
| MG5 | 0.0560.004 | 0.0810.001 | 0.0580.003 | 0.0480.004 | 0.0360.002 | 0.0520.008 | |
| Surfactin [mg/L] | MG1 | 109.973.23 | 94.552.00 | 83.197.37 | 156.203.46 | 136.404.40 | 87.353.99 |
| MG5 | 85.5313.41 | 85.613.97 | 48.492.02 | 74.9017.95 | 66.4215.35 | 32.637.82 | |
| maximum Miller Units | MG1 | 238.373.08 | 156.518.88 | 115.902.90 | 231.709.16 | 152.0725.33 | 119.458.24 |
| MG5 | 669.2935.62 | 692.4844.51 | 666.4616.74 | 779.2420.70 | 982.14196.30 | 708.5678.74 | |
| Miller Units at CDWmax | MG1 | 176.5730.27 | 145.768.51 | 77.120.45 | 127.070.95 | 116.231.85 | 76.214.02 |
| MG5 | 605.2813.14 | 543.5238.63 | 569.5847.52 | 740.50173.45 | 746.76136.21 | 559.6370.19 | |
FIGURE 2Influence of different nitrite concentrations on the overall and maximum specific growth rate μ in anaerobic serum flask cultivations employing strain B. subtilis JABs24.
FIGURE 3Influence of different glucose concentrations in anaerobic B. subtilis JABs24, MG1 and MG5 serum flask cultivations on (A) CDWmax, biomass per substrate yield YX/S, specific maximum and overall growth rate μ and (B) surfactin and acetate concentrations at CDWmax, surfactin per substrate yield Ysurfactin/S and acetate per substrate yield Yacetate/S. In addition, (C) CDW and corresponding Miller Units measured for expression of promoters P and P during the time course of cultivation.
FIGURE 4Diagrammatic representation of conventional aerobic batch process with foaming and anaerobic foam-free batch and fed-batch process (A). Time course of 20 kg anaerobic bioreactor cultivation with strain B. subtilis JABs24 in a medium containing 0.1 mol/L NO3– and 0.001 mol/L NH4+ performed as (B) batch with 10 g/L glucose and (C) fed-batch with 2.5 g/L glucose employing a feed with 600 g of a 25% glucose solution.
Summary of the results and calculated yields for the batch and fed-batch bioreactor process in comparison to a reference serum flask cultivation, as well as comparison to process parameters and yields obtained in different cultivation strategies reported.
| This study | This study | This study | |||||
| JABs24 | JABs24 | JABs24 | DSM 10T | ATCC 21332 | ATCC 21332 | ATCC 21332 | |
| Cultivation strategy | Batch bioreactor anaerobic | Fed-batch bioreactor anaerobic | Serum flask 10 g/L glucose anaerobic | Batch bioreactor 2.5/10 g/L glucose anaerobic | Rotating disk bioreactor aerobic | Membrane bioreactor aerobic | Batch bioreactor Oxygen-depleted nitrate-limited |
| Medium | 20 kg | 20 kg | 0.1 L | 1.0 L | 1.2 L | 3 L | 1 L |
| CDWmax [g] | 11.81 | 11.07 | x | 0.320*/0.586* | 3.75 | 9.3 | 6.0* |
| CDWmax [g/L] | 0.62 | 0.57 | 0.492 | 0.320/0.586 | 3.125* | 3.1* | 6.0* |
| CDWmax [h] | 62 | 63.5 | 69 | 48*/140* | 72 | 30* | 26* |
| Surfactin at CDWmax [g] | 1.89 | 1.95 | x | 0.06*/0.17* | 0.254 | 0.727 | 0.350* |
| Surfactin at CDWmax [g/L] | 0.100 | 0.101 | 0.190 | 0.06*/0.17* | 0.212* | 0.242* | 0.350* |
| μ max [1/h] | 0.112 (15 h) | 0.093 (22 h) | 0.109 (12 h) | 0.105/0.074 | x | x | x |
| 0.170 (15 h) | 0.261 (12 h) | n.d. | x | x | x | x | |
| 0.164 (37 h) | 0.193 (31 h) | n.d. | x | x | x | x | |
| 0.024 (54 h) | 0.040 (25 h) | n.d. | x | x | x | x | |
| 0.057 (15 h) | 0.023 (22 h) | n.d. | x | x | x | x | |
| overall μ [1/h] | 0.062 | 0.056 | 0.041 | 0.049*/0.022* | 0.064* | 0.154* | 0.203* |
| overall | 0.140 | 0.150 | 0.344 | 0.278/0.259 | 0.068 | 0.078* | 0.075 |
| overall | 0.051 | 0.064 | 0.044 | 0.120/0.049 | 0.189 | 0.164* | 0.316* |
| overall | 0.007 | 0.010 | 0.015 | 0.033/0.011 | 0.013 | 0.013 | 0.018* |
| overall | 0.004 | 0.005 | 0.005 | 0.005/0.002 | 0.001* | 0.002* | 0.003* |
| Acetate [g/L] at CDWmax | 2.46 | 2.27 | 2.17 | x | x | x | x |
| 0.16 | 0.19 | 0.24 | x | x | x | x |
Summary of effect of different acetate concentrations on anaerobic growth.
| 0 | 0.5 | 1.5 | 2.5 | 5 | 10 | |
| CDWmax [g/L] | 0.492 ± 0.010 | 0.470 ± 0.049 | 0.470 ± 0.033 | 0.474 ± 0.025 | 0.532 ± 0.011 | 0.465 ± 0.011 |
| 0.123 ± 0.020 | 0.095 ± 0.005 | 0.083 ± 0.013 | 0.072 ± 0.009 | 0.076 ± 0.002 | 0.069 ± 0.006 | |
| Overall μ [1/h] | 0.041 ± 0.000 | 0.042 ± 0.004 | 0.037 ± 0.002 | 0.033 ± 0.003 | 0.039 ± 0.001 | 0.029 ± 0.001 |
| Δ | 2.152 ± 0.249 | 2.689 ± 0.222 | 2.850 ± 0.108 | 3.014 ± 0.226 | 3.143 ± 0.372 | 2.987 ± 0.438 |
| 4.386 ± 0.557 | 5.742 ± 0.251 | 6.084 ± 0.234 | 6.386 ± 0.686 | 5.906 ± 0.621 | 6.405 ± 0.813 | |
| 0.202 ± 0.020 | 0.262 ± 0.018 | 0.244 ± 0.020 | 0.271 ± 0.014 | 0.276 ± 0.047 | 0.265 ± 0.037 |
FIGURE 5Influence of different acetate concentrations on the expression of P and P after 36 and 67 h of cultivation and at CDWmax employing strains B. subtilis MG1 and MG5.
Comparison of anaerobic cultivations with B. subtilis in literature with the medium used and OD-values reached.
| Strain | Medium | Condition | Carbon source [g/L] | Nitrogen source [mmol/L] | ODmax | References |
| Defined (modified Cooper’s | anaerobic | Glucose: 10 | NO3–: 100 | 1.85 (serum flask) | This study | |
| (derived from 168) | mineral salt medium) | NH4+: 1 | 2.35 (bioreactor) | |||
| Defined (modified Cooper’s | anaerobic | Glucose: 10 | NO3–: 117.7 | 1.76 | ||
| mineral salt medium) | NH4+: 100 | |||||
| Defined (modified Cooper’s | anaerobic | Glucose: 7.5 | NO3–: 117.7 | 2.568 | ||
| mineral salt medium) | NH4+: 100 | |||||
| Defined (Spizizen’s | aerobic | Glycerol: 10 mL/L | NO3–: 24 | ∼2 | ||
| (derived from I168) | minimal medium) | anaerobic | NH4+: 30 | ∼0.1 | ||
| Defined (Spizizen’s | aerobic | Glucose: 10 | NO3–: 24 | 3 | ||
| (derived from I168) | minimal medium) | anaerobic | NH4+: 30 | 0.12 | ||
| Defined (minimal medium) | anaerobic | Glucose: 9 | NO3–: 10 | 1 | ||
| Pyruvate: 4.4 | NO2–: 10 | 0.7 | ||||
| x | 1 | |||||
| Complex (LB with | anaerobic | Glucose: 0.18 | NO3–: 10 | 1.1 | ||
| supplements) | NH4+: 4 | |||||
| NO2–: 10 | 1 | |||||
| NH4+: 4 | ||||||
| x | 0.7 | |||||
| Defined (minimal medium) | aerobic | Glucose: 9 | x | 10 | ||
| anaerobic | NO3–: 10 | 1.1 | ||||
| NO2–: 10 | 1.05 | |||||
| x | 1 |