Evaluation of foaming properties in pH4-8
As shown in Fig. 1A, the FAs of fermentation broth at pH4, pH5, pH6, pH7 and pH8 were 32%, 41%, 42%, 146% and 174%, respectively (the corresponding visual foam volume image at Fig. 1C). After being stored for 5 min, there are less accumulation of foam at pH4, pH5 and pH6 (Fig. 1B). These indicated that the foaming behavior of fermentation broth of rhamnolipid could be obviously suppressed at at pH4, pH5 and pH6. The time evolutions of bubbles formed by fermentation broth of rhamnolipid were shown in Fig. 2. The fermentation broth of rhamnolipid at pH4-6 exhibited lesser multiple bubbles layers and smaller size of bubble at 1 min, which indicated that the fermentation broth of rhamnolipid at pH4-6 had a poor foaming ability. A main property of aqueous foams is that there is out-of-equilibrium systems, and they evolve in time by gravitational drainage, coarsening and film rupture [31]. In response to gravity the liquid flows out of the foam and this process is called drainage [32]. Drainage reduce the liquid fraction in the foam and increase film surface area of the bubbles, and cause an easier gas diffusion between bubbles. In foam, bubbles grow because of the gas diffusion from one bubble to the next and the coalescence of bubbles when films are breaking. Foams coarsen because of pressure differences between bubbles of different sizes [28]. These also result in an increase in the mean bubble size. The bubbles growth eventually cause film rupture. From the Fig. 2, after being stored for 5 min, a lot of bubbles have ruptured and only a few small sizes bubbles existed in the field of vision at pH4-6, but the fermentation broth of rhamnolipid at pH7-8 still have more multiple bubbles layers and bigger size of bubble. These suggested that the ability of bubbles to prevent drainage or coarsening at pH7-8 was stronger than these at pH 4–6 and the foam was easy to accumulate. The results of time evolution of air bubbles also provided a better understanding for high foaming behavior of fermentation of rhamnolipid.
Based on the above results, the foaming behavior of fermentation broth of rhamnolipid was typically pH dependency and could be conspicuously suppressed by weak-acid conditions.
Fermentation Of Rhamnolipid At Ph5.5 And Ph6.0
Owing to the metabolic activities of the microorganism, the pH value of fermentation of rhamnolipid by Pseudomonas aeruginosa would be increased from weak acid to weak alkaline (in this study, the value pH of was increased from 6.6 to 8.2, Fig. S1) [2, 33]. Base on above results, the foaming behavior may be enhanced at alkaline environment caused by metabolic of microorganism. Therefore, in order to reduce the foaming behavior of fermentation of rhamnolipid, the fermentation was firstly conducted at pH5.5. As shown in Fig. 3A, the fermentation exhibited a low-foaming behavior and could be conducted for 120 h or longer, which was conspicuously longer than the fermentation time of no control pH in Fig. S1. In addition, although the concentration of rhamnolipid and biomass increased along the entire fermentation, the maximum rhamnolipid concentration (8.1 g/l) and biomass (6.5 g/l) were obviously lower than the production of Erlenmeyer flask fermentation (22 g/l and 12.9 g/l, Fig. S1). These results suggested that the foaming behavior of rhamnolipid fermentation was poor at pH5.5, meanwhile rhamnolipid synthesis and cell growth were also inhibited.
To improve the production of rhamnolipid, the pH of fermentation was adjusted to 6.0. Anti-foam agent was added at 1 ml/l broth at 60, 72 and 86 h of the fermentation. The production of rhamnolipid and biomass were plotted in Fig. 3B. It was observed that the increase of pH could promote cell growth and rhamnolipid synthesis. The maximum production of rhamnolipid (12.5 g/l) and biomass (8.7 g/l) were 1.5-fold and 1.3-fold of pH5.5, respectively. However, severe foam occurred during fermentation (Fig. 3B) and a small amount of foam was overflowed. Given that overflowed cultivation was unacceptable in fermentation [34]. Therefore, the further fermentation of rhamnolipid was conducted at pH5.5. In addition, the results of fermentation at pH5.5 and pH6.0 also indicated that the foaming behavior of rhamnolipid fermentation was typical pH-sensitive and 0.5 change of pH value would cause a conspicuous decline of foaming ability.
Improved The Production Of Rhamnolipid By Mutagenesis At Ph5.5
In order to improve the production of rhamnolipid, the P. aeruginosa SW1 was mutated by UV and EMS and screened by the blue agar plates. For UV mutagenesis, the strain mutated by UV was cultured on blue agar plates. The rhamnolipid produced by the colony of strain could form blue circle around the colony [29]. The blue circle diameter/colony diameter (BC) was proportional to the rhamnolipid concentration produced by strain. To obtain the mutant strains with increased production of rhamnolipid, 20 colonies with large blue circles were screened and the values of BC were calculated. As shown in Table 1, all the mutant strains showed higher values of BC compared with control strain 0. Strain 3 showed the highest value of BC with 16 mm blue circle diameters and 7 mm colony diameters. Strain 8 and strain 15 also showed significant enhanced production capacity with the high values of BC. Therefore, strain 3, strain 8 and strain 15 were isolated for the EMS mutagenesis. For EMS mutagenesis, strain 3, strain 8 and strain 15 were mutated separately according to the method abovementioned in “Mutagenesis”. Once again, 20 colonies with large blue circles were screened and the values of BC were calculated. As shown in Table 1, strain 7 showed the highest value of BC followed by strain 18, strain 15, strain 19 and strain 8, which indicated that the rhamnolipid production may have a significant increase by mutagenesis in these strains. Therefore, strain 7, strain 8, strain 15, strain 18 and strain19 were isolated for the further studies.
Table 1
BC values of strains in culture plate after UV and EMS composite mutagenesis
| UV | | | EMS | |
Code | R1(mm) | R2 (mm) | BC | Code | R1(mm) | R2 (mm) | BC |
0 | 6.0 | 4.0 | 1.5 | | | | |
1 | 10.0 | 6.5 | 1.5 | 1 | 14.5 | 7.0 | 2.1 |
2 | 9.5 | 5.0 | 1.9 | 2 | 19.0 | 7.5 | 2.5 |
3 | 16.0 | 7.0 | 2.3 | 3 | 15.0 | 6.0 | 2.5 |
4 | 7.5 | 4.0 | 1.9 | 4 | 19.0 | 9.0 | 2.1 |
5 | 9.0 | 5.0 | 1.8 | 5 | 15.5 | 7.0 | 2.2 |
6 | 16.5 | 9.0 | 1.8 | 6 | 14.0 | 6.5 | 2.2 |
7 | 9.5 | 5.5 | 1.7 | 7 | 21.0 | 7.0 | 3.0 |
8 | 13.0 | 6.0 | 2.2 | 8 | 16.0 | 6.0 | 2.7 |
9 | 8.5 | 5.0 | 1.7 | 9 | 17.0 | 7.0 | 2.4 |
10 | 8.0 | 4.5 | 1.8 | 10 | 15.0 | 6.0 | 2.5 |
11 | 9.0 | 5.5 | 1.6 | 11 | 18.0 | 7.5 | 2.4 |
12 | 11.5 | 6.5 | 1.8 | 12 | 17.0 | 6.5 | 2.6 |
13 | 8.0 | 5.0 | 1.6 | 13 | 19.0 | 7.5 | 2.5 |
14 | 12.5 | 6.0 | 2.1 | 14 | 18.0 | 8.0 | 2.3 |
15 | 14.5 | 6.5 | 2.2 | 15 | 18 | 6.5 | 2.8 |
16 | 14.5 | 8.5 | 1.7 | 16 | 19.0 | 7.5 | 2.5 |
17 | 9.5 | 5.0 | 1.9 | 17 | 17.0 | 6.5 | 2.6 |
18 | 13.0 | 7.5 | 1.7 | 18 | 20.0 | 7.0 | 2.9 |
19 | 9.0 | 5.0 | 1.8 | 19 | 17.0 | 6.0 | 2.8 |
20 | 13.0 | 7.5 | 1.7 | 20 | 18.0 | 7.0 | 2.6 |
R1: Blue circle diameters; R2: Colony diameters; BC: R1/ R2. Code “0” is the control strain without mutation induction treatment. |
The high production performance of strains obtained by mutagenesis may be instability because of the mutation reversion often occurring during subculture [35]. To evaluate the stability of production, strain 7, strain 8, strain 15, strain 18 and strain19 were inoculated at a 7.5 l fermenter with 2 l initial fermentation medium respectively. After that, 1 l of fermentation liquid was removed and simultaneously 1 l of fresh fermentation medium was added by timer control digital pump every 48 h for continuous subculture. The pH5.5 was controlled by addition of 3M HCl or ammonia. Agitation was fixed at 300 rpm/min and aeration flux was set to 2 l/min. The productions of rhamnolipid were detected at 240, 288 and 336 h, respectively. As shown in Fig. S2, after 336 h of continuous subculture, all the 5 strains showed excellent stability of production and the production of rhamnolipid were more than 11 g/L. The strain 7 still showed the highest productions of rhamnolipid (13.6 g/L) followed by strain 15 (12.9 g/L) and strain 18 (12 g/L).
Further, the strain 7 and strain15 were conducted to the fermentation according to the method of fermentation involved in “materrials and method”. As shown in Fig. 2, after 120 h of fermentation, the production of rhamnolipid and biomass of strain 7 reached 15.4 g/l and 10.3 g/L, which were 1.9-fold and 1.6-fold of the original strain, respectively. Corresponding, the production of rhamnolipid (14.7 g/l) and biomass (10.1 g/l) of strain 15 were about 1.8-fold and 1.6-fold of the original strain. The fermentation still exhibited low-foaming behavior in whole process of fermentation. These results indicated that enhancing the production of rhamnolipid at weak acid condition by mutagenesis was a promising strategy to realize low-foaming fermentation of rhamnolipid. In addition, other methods for strain improvement like metabolic engineering and synthetic biology techniques [36, 37] should be included in future studies for improving the productivity of rhamnolipid at weak-acid conditions and addressing the foaming problem of rhamnolipid fermentation.
Characterizing the effects of pH5-6 on foaming of rhamnolipid fermentation
According to these results abovementioned that fermentation at pH5.5 was a suitable strategy to realize low-foaming production of rhamnolipid by P. aeruginosa SW1. In addition, according to the previous reports, the pH5-6 were also considered to be suitable range to carry out the low-foaming fermentation of rhamnolipid [11, 25, 34]. Therefore, in order to explore the mechanism of low-foaming fermentation of rhamnolipid caused by weak acid pH, we used a weak-alkaline condition (pH8) as the control group to systematically evaluate the effects of fermentation broths and rhamnolipid residue on foaming behavior at pH5.0, pH5.5, and pH6.0.
Effects Of Ph5-6 On Viscosity And Surface Tension
Generally speaking, the foaming ability of solution is related to its surface tension and film viscosity [34]. The formation of bubbles is the process of increasing film surface area, and the increase in film surface area means that the energy of the system of bubbles also is increased correspondingly [38]. Therefore, from a thermodynamic point of view, the high surface tension of fermentation broth is obviously not conducive to foaming, because high surface tension will increase the surface energy of bubbles and producing the same volume of foam do more work. In addition, the liquid film of bubbles formed by low viscosity solution have low viscosity and strength [39, 40], which are also conducive to coalescence and accelerate the film rupture of bubbles. Therefore, according to the Fig. 5A and Fig. 5B, in comparison to that at pH8, the fermentation broth of rhamnolipid at pH5-6 exhibited lower viscosity and higher surface tension, which were conducive to suppress the severe foaming in the fermentation of rhamnolipid.
Effects of pH5-6 on zeta potential and foaming behavior of rhamnolipid
The foaming ability (Fig. 5C) and zeta potential (Fig. 5D) of solution of rhamnolipid residue were simultaneously reduced with the decline of pH. Specially, there were obvious molecules aggregation of rhamnolipids and less foam at pH5.0 (Fig. S3). Given that the trend of the change of foaming behavior was accordance with the zeta potential, it was considered that the decrease of foaming could be also partly attributed to the decline in charge potential of rhamnolipid. Because rhamnolipid containing carboxyl group has negatively charge and smaller fractions of rhamnolipid would be present as negatively charged ions in aqueous solution [41, 42]. The decrease of negatively charged ions would weaken the electrostatic repulsion between rhamnolipid and made the rhamnolipid molecules easy to aggregate and further impeded the foaming ability [11, 43]. On the other hand, the decrease of negatively charged ions would also weaken the electrostatic repulsion of the charged cells adsorbed inner and outer membranes of bubbles and made the liquid membrane easy to drain, thin and rupture [44].
Effects Of Ph5-6 On Morphology Of Rhamnolipid
According to previous studies, the pKa of rhamnolipid reported was about 4.3–5.6, so rhamnolipid molecules may present vesicles and/or lamellar structures while at pH5.5 [45, 46]. To verify the structure of rhamnolipid at pH5-6, TEM was used to examine the morphology of the rhamnolipid microstructure. Figure 6 clearly shown the conversion of molecular aggregates of rhamnolipid was typical pH-sensitive. The vesicles structure predominated at pH5.0, while the larger lamellar were presented at pH5.5. This was consistent with obvious molecules aggregation of rhamnolipid shown in pH5.0 (Fig. S3). The size of lamellar significant became small at pH6.0, but no lamellar or vesicles was observed at pH8.0. Compared with the foaming behavior of rhamnolipid presented in Fig. 5C, it may be that formation of such vesicles or lamellar structures significantly suppressed the foaming ability of rhamnolipid.
In condition, according to the previous findings, there are a paradox that rhamnolipid has been characterized as having low foam ability, but its fermentation presented severely foaming [47, 48]. The reason may be that the pH of rhamnolipid fermentation by P. aeruginosa was generally carried out in weak alkaline conditions caused by the alkaline substances of microbial metabolism (Fig. S1), based on the foaming properties of rhamnolipid in 3.4.2 and 3.4.3, which were conducive to enhance the foaming ability of rhamnolipid during fermentation. However, aqueous solution of rhamnolipid was weak acid (the value of pH was about 4.5 in our study) due to the existence of the carboxylic acid moiety [11, 46], which made rhamnolipid molecules low foaming. Therefore, it was advised that the solution of rhamnolipid used in foaming agent, emulsifier, oil recovery and other fields should be adjusted to neutral or alkaline.