Novel multiphase loop reactor with improved aeration prevents excessive foaming in Rhamnolipid production by Pseudomonas putida

Rhamnolipids are biosurfactants that tend to cause strong foaming, making microbial production in an aerated stirred tank fermenter challenging. The continuous removal of rhamnolipids from the cultivation broth via in situ liquid-liquid extraction can remedy this foam challenge, and thereby supports long-term cultivation and production. However, for efficient processing and stable phase separation, a specialized apparatus is required. In this study, the novel multiphase loop reactor, which is a modified airlift reactor with an internal loop enabling continuous in situ liquid-liquid extraction, was designed and adapted to produce rhamnolipids with a recombinant bacterium, Pseudomonas putida KT2440. The initially designed multiphase loop reactor showed a low oxygen transfer rate, unable to meet the oxygen demand of the whole-cell biocatalyst, resulting in inefficient growth and production. A re-design of the sparger via 3D printing enabled a high oxygen supply allowing rhamnolipid production at key performance indicators that matched stirred-tank reactor cultivations. Advantageously, the multiphase loop reactor allowed stable and constant phase separation and solvent removal enabling continuous cultivation in the future. Concluding, the successful use of the multiphase loop reactor for rhamnolipid synthesis is presented, highlighting its potential to become a new platform technology for intensified bioprocessing.

the recombinant bacterium Pseudomonas putida KT2440 SK4, previously engineered to produce rhamnolipids (RL), a class of biosurfactants [25,26], is assessed. To avoid excessive foaming due to the produced RL, the advantageous characteristics of the MPLR are utilized and aeration is improved.

Reactor design
The MPLR is based on the principle of an internal loop reactor. A concentric cylinder separates the downcomer and the riser zone. The aeration in the riser induces the loop flow of a continuous phase, the medium, pictured in Fig. 1a.
In the downcomer, a dispersed organic liquid phase, the solvent, rises in counter-flow to the medium to the surface due to a lower density. The solvent extracts compounds from the medium during sedimentation. Inside a 100 mm tall settler compartment (marked blue in Fig. 1c) at the top of the downcomer, an unstructured stainless-steel mesh with pore sizes around 2 mm attenuates turbulences and enhances the coalescence of the solvent. A continuous outlet (Ø 4 mm) for withdrawing the solvent is fixed in the setter compartment slightly above the liquid surface to maintain the filling volume at a constant level. The wall of the settler compartment extending 63° of the circumference of the inner cylinder prevents the cultivation broth, accelerated by the loop flow, to enter the settling zone.
The 5 L reactor glass vessel was made by Eppendorf SE (Hamburg, Germany). The in-house manufactured headplate and stand enable the setup of the MPLR-specific internals. The internals are a cylinder, a disperser for the solvent feed at the base of the reactor, a settler compartment, and a pipe for solvent withdrawal. All these internals are made of stainless steel (material no. 1.4404). The cross-sectional areas of the riser and a downcomer are at a ratio of 1:2.1. The dimensions of the reactor and selected internals can be drawn from Fig. 1b.
Regarding the sparger, three different designs were used (Fig. 2a-c). The ring sparger (a) and the frit sparger (b) are made of stainless steel (material no. 1.4404). The ring sparger consists of three interconnected ring pipes with upward-facing holes equally distributed across the lower cross-section of the riser. The frit sparger is a sintered stainless-steel frit covering only a fraction of the cross-section of the riser. The PAM sparger (c) evenly distributes bubbles across the lower cross-section of the riser through a 3D printed porous poly(dodecane-12-lactam) (PA 12) spiral with a porosity of 15% and pore diameters ranging from 0.7 to 8.0 µm [27].

Reactor setup
The setup of the MPLR for cultivations is depicted in Fig. 3. The probes in the MPLR are connected to two linked BioFlo110 control units. 1 Each unit controls one compartment enabling the individual control of the downcomer and riser. Both compartments contain a temperature, an invasive DO, 2 and a pH 3 probe each. Temperature and pH probes of either compartment can be used for control. The set temperature is maintained by a cooling coil and a heating blanket. Both, the flow through the cooling coil and the power of the heating blanket, can be controlled via either control unit. The pH is controlled with acid and base addition through two internal peristaltic pumps of the control unit receiving signals from the corresponding pH probe. A peristaltic pump 4 (P2) transports the solvent from the 1.5 L solvent reservoir through the disperser into the MPLR. In the settler compartment, a height-adjustable tube constantly withdraws either gas or solvent through another external peristaltic pump (P1), retaining a constant liquid filling volume. For solvent-contacting equipment, solely polytetrafluoroethylene (PTFE), stainless steel, and boron-silicate glass were used to ensure resistance against the solvent. Any mixtures of gas can be chosen (in this setup nitrogen and air) to enter the MPLR through the sparger. The gas flow is controlled by two thermal mass flow controllers 5 connected via a 4-20 mA controller linked to the BioFlo110 control units. An online analytical device 6 measures oxygen and carbon dioxide concentrations in the exhaust gas. All equipment potentially contaminated by organisms is autoclavable.
Cells were retrieved from cryopreserved cultures (20% (v/v) glycerol in lysogeny broth) on agar plates. Lysogeny broth (5 g L −1 yeast extract, 10 g L −1 tryptone, 5 g L −1 NaCl) was inoculated with a single colony for the first seed culture, which was incubated at a temperature of 30 °C and a shaking frequency of 300 rpm. The secondary seed culture was incubated at the same conditions and cells were grown until mid-exponential phase before transferring to the production culture in the bioreactor. For secondary seed cultures and production cultures, a mineral salts medium (MSM) adapted from Hartmans et al. [31] (Table 1) was used. P. putida KT2440 produces gluconate, which causes a decrease in pH value. To stabilize the pH value, phosphate buffer (K 2 HPO 4 /NaH 2 PO 4 ) was added as part of the medium (Table 1). For the production cultivation in the bioreactor, the pH value could be actively controlled by the addition of acid or base. Therefore, the concentration of the buffer was lowered to a third of its initial concentration.
Protocols for STR cultivations of P. putida established by Demling et al. [14] were adapted for the MPLR. Here, 4 L of MSM were inoculated to an optical density (OD 600 ) of 0.2. RLs produced by P. putida KT2440 SK4 were isolated by liquidliquid extraction with 1100 mL of ethyl decanoate as the solvent, which was dispersed at a flow rate of 10 mL min −1 and finally withdrawn from the coherent solvent phase in the settler compartment. The pump for withdrawal was set to 20 mL min −1 . During the cultivation, half of the solvent remained in the solvent storage tank. The solvent does not need to be autoclaved before use in the cultivation. For pH control, the probe installed in the riser was used. Adapting the findings by Demling et al. [14] describing that a lower pH value enhances the RL extraction, the set pH value was decreased by hand when accumulated foam was on the verge of entering the settler compartment. Aeration with air in the riser was adjusted within the range of 0 -20 L N min −1 depending on the dissolved oxygen tension (DOT). Thereby, Fig. 3 Schematic illustration of the MPLR setup. For simplicity, DO, pH, and temperature probes are collectively pictured as one probe for the downcomer (1) and one probe for the riser (2). Solvent and solvent-related equipment are pictured in grey sufficient oxygen supply for microbial growth was ensured during the cultivation. The temperature was kept stable at 30 °C and was controlled based on the temperature measured in the downcomer.

Quantification of extracellular metabolites
For RL quantification, a High-Performance Liquid Chromatography (HPLC) 7 system with a reversed-phase column 8 and a Corona Veo Charged Aerosol Detector 9 was used. A nitrogen generator 10 supplied a constant nitrogen flow for the detector. A previously described method was applied [32]. Two buffers, (A) acetonitrile and (B) 0.2% (v/v) formic acid in double-distilled, purified water were used for gradient elution. The measurement period per sample was 15 min. For 1 min, the starting conditions were kept constant at 70% (v/v) buffer A and 30% (v/v) buffer B. Next, buffer A was gradually elevated to a fraction of 80% (v/v) over a period of 8 min. Subsequently, the fraction of buffer a was increased to 100% (v/v) within 1 min, at which it was kept stable for 1 min. Thereafter, the fractions were reversed to the starting conditions within 1.5 min, without further alterations until the end of the measurement period. The column oven temperature and the flow rate were set to 40 °C and 1 mL min −1 , respectively. A sample volume of 5 µL was injected. Four HAA congeners and four mono-RL congeners could be detected and quantified. If necessary, aqueous samples were set to a pH value of 7 by titrating with 1 M KOH or 1 M HCl. Thereby, quantification bias was prevented. Aqueous samples were treated with acetonitrile in equal volumes to precipitate proteins. The samples were mixed and incubated for more than 4 h at 4 °C. Subsequent centrifugation (21,000 g, 3 min) and filtration 11 removed precipitated proteins. For the preparation of solvent samples, a vacuum, 60 °C, and 1,400 rpm 12 were applied to evaporate the organic phase. A 50% (v/v) acetonitrile-double distilled water solution was used to resolve dried residuals.
To quantify glucose and the intermediates gluconate and 2-ketogluconate, the samples were centrifuged (21,000 g, 3 min) and filtered. 13 A volume of 10 µL of the supernatants was injected into an HPLC system 7 with a chromatography column for acids, alcohols, and carbohydrates, 14 coupled to a Variable Wavelength Detector 15 set to 210 nm and an additional refractive index (RI) detector. 16 The RI detector was used to quantify glucose, while gluconate and 2-ketogluconate were quantified via the Variable Wavelength Detector. Elution was performed isocratically. The flow rate of the running buffer (5 mM H 2 SO 4 ) was set to 0.6 mL min −1 , and the column temperature was kept at 40 °C.

Volumetric oxygen mass transfer coefficient
The oxygen mass transfer coefficient (k L a) is the apparatus-specific parameter to describe the oxygen transfer rate ( OTR ) from the gaseous to the liquid phase according to the two-film theory [33]. The coefficient describes the change of the dissolved oxygen concentration in the liquid phase in relation to the difference between the saturated ( C * , the mass transport can be expressed as Eq. (2) using the normalized dissolved oxygen concentration in the liquid phase, the DOT. The change of the DOT over time equals the oxygen transfer rate (OTR, Eq. (3)). Analogous to the OTR, the carbon transmission rate (CTR ) describes the carbon, i.e., carbon dioxide, transport from the liquid to the gaseous phase. In general, for non-limited cultivations, the development of the OTR and CTR is exponential over time under the premise that the cells grow exponentially and are homogeneous regarding their respiratory activity. A semi-logarithmic plot reveals changes in the logarithmic slope and therefore changes in the exponent indicating disturbance or improvement of the organism-specific respiratory activity.
To determine the k L a, a method suggested by DECHEMA 17 as standard [34] was used. Accordingly, the DOT is measured during the aeration of the previously deoxygenated medium and fitted to Eq. (2). For deoxygenation, pure nitrogen gas was applied to strip the oxygen from the medium until the DO-probe output signal was constant. This value was set to a DOT of 0%. Subsequently, the sparged gas was switched back to air. The resulting incline of the DOT was used for the fit, whereas the maximum of the output signal from the DO-probe corresponds to a DOT of 100%.
Parameters influencing the k L a are the reactor geometry, operating parameters, and the used material system [35]. To compare different reactor setups a PBS buffer (composition in Supplementary Information, Table S1) has been defined as standard [34]. Thus, it was used in this study. The PBS buffer mimics physical properties like the viscosity and density of a cultivation system.
The k L a for the ring sparger, the frit sparger, and the PAM sparger were determined for 1 and 2 vvm at the same filling volume (4 L) at which the cultivations were conducted. The determination was repeated five times.

Characterization of bubble size distributions
Bubble size distributions to further understand the dependence of the k L a on the type of sparger were determined. Instead of the opaque stainless-steel cylinder, a geometric similar inner cylinder made of glass was inserted in the middle of the reactor. Internals for fixating the glass cylinder had to be adjusted slightly due to the change in the cylinder material. Bubbles were approximated as oblate spheroids. Thereby, the two principal diameters were manually measured by correlating the distance and pixel of a taken picture at a defined space in the middle of the riser. The validation by the measurement with a reference length in the evaluated space precluded a significant impact of the optical length distortion of the picture due to the change of optical density between the glass and PBS buffer and due to the curved glass vessel. A characteristic value of particle size distributions is the Sauter mean diameter ( d 32 ). The d 32 depicts the diameter of equally sized spheres, which have the same surface area, and volume of the examined particles [36] -here bubbles. Deriving from the definition, the d 32 is calculated by Eq. (4) whereas each bubble diameter d i was calculated from the average of the principal diameters of the bubbles. To characterize the bubble size distribution of the ring sparger, the frit sparger, and the PAM sparger, six different aeration rates ranging from 0.5 to 3 vvm were examined in a 5 cm by 5 cm plane located 2 cm above the sparger in the center of the reactor after stationary fluid dynamics have been established visually. For the aqueous medium the same volume (4 L) of PBS buffer, also used for determining the k L a (see above), was used.

Reference cultivation with ring sparger assesses the functionality of the MPLR
This cultivation was the first time the MPLR was applied for microbial production. The protocol was based on previously performed benchmark cultivations in STRs and experiments assessing the coalescence performance [14]. The resulting data for the DOTs in the riser and downcomer, OTR, CTR , respiratory quotient (RQ), pH value, and concentrations in the phases are plotted in Fig. 4a-d.
Although the basic MPLR concept regarding fluid dynamics worked visually as intended, the DOT values decreased rapidly in both compartments within 78 min after inoculation. The DOT value in the riser decreased below 30%, while the DOT in the unaerated downcomer reached even lower values of approximately 10%. Both signals indicate that the OTR hardly satisfies the oxygen demand of the cells already shortly after inoculation. Although increasing the aeration rate at 78 min from 3.2 to 4.8 L min −1 (0.8 to 1.2 vvm) resulted in enhanced DOT values in both the riser and the downcomer, this was only a temporary alleviation, as eventually the DOT decreased to 0% after 160 min in the downcomer and after 210 min in the riser. Thus, the cells were exposed to oxygen limitation in both compartments.
Consequently, the production of RL was limited. The concentration of RL did not increase for at least 130 min. After this unproductive phase, the concentration of RL in the circulating organic phase increased to 640 mg L −1 . Notably, the produced RL were successfully extracted keeping the concentration in the aqueous phase at constantly low values between 20 and 30 mg L −1 .
The reactor could be operated until 230 min without a significant amount of foam in the headspace. Afterward, increasing RL concentrations led to excessive foam formation. For the STR benchmark cultivation, it was shown that lower pH values result in higher partition coefficients for RL when extracted with ethyl decanoate. Higher affinity to   the solvent is hypothesized to be attributed to the lower polarity of the protonated form of RL [14]. Adapting this strategy, the pH value was reduced here, too. A decrease from a pH value of 7 to 6.5 resulted in the intended collapse of the foam preventing any further foaming during the remaining cultivation.
The sudden decrease in pH value also shifted the dissociation equilibrium between the carbon dioxide and carbonic acid to the prior. Due to the degassing of unsolvable carbon dioxide, the CTR increased rapidly (Fig. 4b). However, this effect was limited to immediately after acid addition. Further, the CTR increased at 78 min after inoculation, simultaneously with the increase of the aeration rate. This CTR increase is caused by a non-microbiological effect, as the higher aeration rate stripped additional carbon dioxide from the cultivation broth and the solvent. However, this disequilibrium leveled during the following 60 min.
Although the biomass concentration could not be measured due to the present ethyl decanoate, growth can be qualitatively estimated by the OTR development during the cultivation. However, different overlaying phenomena influencing the metabolism, solubility, and concentration profiles in the MPLR led to an inconclusive OTR signal, and consequentially an ambiguous respiratory quotient (RQ).
The cultivation was terminated due to severe oxygen limitation 340 min after inoculation. In total, both phases contained 0.82 g RL. However, the supplied glucose was not fully converted, resulting in a yield of 0.02 g RL g Glc −1 if the remaining glucose is regarded as waste. Consequently, the RL production neither reached the anticipated production rate (0.02 vs. 0.13 g RL L −1 h −1 ) nor yield (0.02 vs. 0.12 g RL g Glc −1 ) of the benchmark two-liquid phase cultivation in the STR [14]. The main bottleneck and highest potential for improvement were determined to be the maximal OTR.

Evenly distributed small bubbles increase the oxygen transfer
To improve the OTR and thereby remedy the oxygen limitation as observed in the initial cultivation, the efficiency of the aeration was evaluated. The straightforward solution, the use of oxygen-enriched air, has not been assessed because of increasing fire hazards and operating costs. Instead, different sparger designs were tested to decrease the d 32 of the bubbles, which is inversely proportional to the OTR.
The ring sparger with relatively large holes of 1 mm (Fig. 2a) dispersed bubbles with constant but high d 32 of around 7.5 mm for all tested aeration rates from 0.5 to 3 vvm (cf. Fig. 5). To increase the volumetric surface area of the bubbles a metal sintered frit (Fig. 2b) was installed as a first measure. The frit sparger, consisting of finely porous metal, dispersed smaller and more homogeneous bubbles than the ring sparger. However, bubble sizes of the frit sparger increased almost linearly with increasing aeration rate from a comparatively low d 32 of 2.1 mm at 0.5 vvm to 6.0 mm at 3 vvm. During the experiment, coalescence could be observed at higher aeration rates resulting in outliers as marked in the box plot for  an aeration rate of 3 vvm at 8.7 mm. This was due to a local higher holdup with smaller distances between the bubbles by dispersing the same gas volume through a smaller cross-sectional area. These coalesced bubbles have a significantly increasing impact on the d 32 due to the cubic and quadratic relation between a sphere's diameter and volume, i.e., bigger bubbles have an unproportionally higher impact on the volumetric surface area than smaller bubbles (Eq. (4)).
Increasing k L a-values are expected with decreasing bubble sizes and increasing aeration rates. The effect of bubble sizes can be shown by comparing the k L a-values, e.g., between ring and frit sparger at the lowest assessed aeration rate of 1 vvm (Fig. 6). The k L a-value of the frit sparger (30.1 h −1 ) was measured to be 28% higher compared to the k L a-value of the ring sparger (23.3 h −1 ). However, regarding the aeration rate, the increase from 0.5 vvm to 3 vvm also increased the d 32 of the bubbles supplied by the frit sparger approximately linearly. Although a higher k L a-value is expected due to higher aeration rates, this increase of the d 32 acts contrarily, resulting in a lower k L a-value. In fact, the k L a-value of the reactor setup operated at 2 vvm with the frit sparger (26.6 h −1 ) is even lower than the k L a-value when the ring sparger is installed (38.6 h −1 ), although the d 32 of the bubbles from the frit sparger is smaller than the d 32 of the bubbles from the ring sparger.
Neither dispersing over the larger cross-sectional area spanned by the ring sparger nor dispersing small bubbles through the porous structure of the frit sparger sufficiently increased the OTR. Consequently, to combine these features, a 3D-printed PAM sparger was designed and constructed (cf. Fig. 2c). Combining a large cross-sectional area with a porous structure for smaller bubbles in the PAM sparger resulted in a homogenous holdup distribution across the cross-sectional area of the MPLR and therefore in less coalescence of the finely dispersed bubbles. The bubbles dispersed by the PAM sparger were distributed evenly and at a constant low d 32 of about 2.5 mm, unaffected by the aeration rate (Fig. 5). Additionally, the PAM sparger produced a narrow bubble size distribution for all tested aeration rates. These improvements introduced by the PAM sparger resulted in k L a-values two-to threefold higher (95 h −1 , Fig. 6) compared to aeration with the ring sparger, with almost no influence by the rate of aeration.

The redesigned sparger facilitates sufficient oxygen supply for a successful batch cultivation
To alleviate the limited oxygen supply observed during the first cultivation in the MPLR, the original ring sparger was exchanged with the 3D-printed PAM sparger. The improved cultivation setup successfully allowed the maintenance of the DOT in the riser at above 50% via manual regulation during the whole cultivation period of about 13 h. Accordingly, the specific aeration rate was increased stepwise from 0.6 to 2.3 vvm whenever the DOT reached the lower boundary of 50% in the riser (Fig. 7a). During this cultivation the organism exhibited four periods of different oxygen consumption rates, which are observable in the slope of the logarithmic OTR depicted in Fig. 7d. Neglecting the oxygen storage capability in the medium, the OTR equals the OUR. Therefore, the slope of the logarithmic OTR correlates with the growth rate, which, in turn, influences the production rate of the organism, as presented in the data.
Referring to the marked periods in the course of the logarithmic OTR, period 1 is dominated by a relatively low slope of 0.30 h −1 compared to 0.45 h −1 for the benchmark STR at the same pH value [14]. However, comparing the slope of period 1 to period 2 reveals that increasing the aeration rate led to an elevated slope of 0.64 h −1 compared to the benchmark. Therefore, it is hypothesized that the additional mixing effect due to an increased velocity of the loop flow at higher aeration rates positively affected the organism's metabolic state. The better mixing is underlined by the increase of the DOT in the downcomer in period 2 (Fig. 7, p 2) close to leveling up with the controlled DOT in the riser.
Starting with period 3 (p 3) excessive foaming required a stepwise reduction of the pH from 6.3 to 5.7. Thus, impairment due to foaming could be prevented. However, referring to Fig. 7b and c, RL production, glucose consumption, and data from the exhaust gas analytics substantially deviated from an exponential course during this period. Also, coinciding with each addition of sulfuric acid, the DOTs in the riser and downcomer increased although the aeration remained unaltered (Fig. 7a). This indicates increased stress for the cells by a reduction of the pH value and potential pH gradients. The stress and subsequent recovery of the cells caused by the addition of acid are also reflected in the logarithmic OTR. When the pH remained unaltered at a value of 5.7 after 8.5 h (p 3), the slope of the logarithmic OTR stabilized at 0.24 h −1 until glucose depletion. The lower value compared to previous phases is due to the deviation from an optimal pH range for P. putida KT2440 [14].
During the whole cultivation, the RQ ranged from 0.7 to 1.1 indicating glucose consumption. The concentrations of gluconate and 2-ketogluconate stayed below 0.5 g L −1 ( Supplementary Information, Figure S2) and were depleted after 12.8 h simultaneously with glucose. The RL concentration stayed below 25 mg L −1 in the aqueous phase during the whole cultivation by successfully accumulating the RL in the circulating organic phase to a titer of 3.6 g L −1 . A product yield of 0.11 g RL g Glc −1 and a productivity of 0.08 g RL L −1 h −1 were achieved.

Discussion and outlook
Previously, a two-liquid phase cultivation for the production of RL with recombinant P. putida in a bench-scale STR was developed [14]. In fact, besides the reactor, the cultivations including strain, extraction solvent, and media composition in the presented study were identical to the mentioned STR cultivation. While yields were similar in both systems (MPLR: 0.11 g RL g Glc −1 , STR: 0.12 g RL g Glc −1 ), the productivity in the MPLR was lower (MPLR: 0.08 g RL L −1 h −1 , STR: 0.13 g RL L −1 h −1 ). The reduced productivity is most likely due to two reasons revealed in this study, which urge two major aspects for improvement: (1) A more gradual addition of acid and base to a region of high turbulence to avoid gradients when adjusting the pH value, and (2) increasing the power input for better mixing and an enhanced loop flow velocity by a higher aeration rate to elevate the overall metabolic activity. The production of RL in STRs in dynamic batch or fed-batch modes requires an ongoing decrease of the pH value, thereby increasingly diverging from an optimal range, which has been shown to restrict growth and production. Phase separation as a prerequisite for a continuous mode is impracticable for two-liquid phase cultivations in STRs producing RL due to stable emulsions caused by high shear rates resulting from agitation [14]. In the MPLR, however, continuous separation of the extraction solvent is possible enabling a fully continuous mode of operation. As the RL can be removed from the system, the continuous cultivation can reach a steady state, and consequently, the pH does not need to be lowered to an unfavorable level.
Other cultivation strategies for RL production involve external loops for directed foaming-out and partial foam fractionation [37,38]. A rather long loop trajectory potentially results in performance-diminishing high anaerobic residence times or even a loss of the whole-cell biocatalyst. However, in the MPLR, anaerobic residence times are minimized due to a short trajectory of the cells in the non-actively aerated downcomer. Furthermore, the process-intensifying MPLR spares space and equipment compared to, e.g., a directed outflow of the foam requiring highly voluminous tanks of multiple sizes of the actual reactor [4]. The operation of the MPLR only requires a small additional solvent storage tank, smaller in size compared to the reactor itself.
While demonstrated for the production of RL, the MPLR bears the potential for applications in bioprocesses with other whole-cell biocatalysts synthesizing various products. Due to the in situ liquid-liquid extraction, the MPLR can be particularly advantageous for product-inhibited bioprocesses [39], especially when operated in continuous mode. Due to the lower and more homogeneously dissipated shear stress compared to STRs, organisms that are more shearsensitive than bacteria, such as mammalian, insect, or plant cells [23], can be cultivated. Performing a variety of different bioprocesses in the reactor establishes the reactor as a platform technology in the bioeconomy.
However, further research and development are required to reduce the technological risks. This study forms an intermediate step towards a fully continuous fermentation. The material system previously established in STRs was successfully transferred to the MPLR. Due to the dynamic nature of the batch mode performed here, various operating points were tested over a period of time. A fully continuous operation can be achieved by an additional feed and purge for the aqueous phase, as well as a continuous removal and addition of solvent to the solvent circuit. Once established it may reveal further insights into the genetic stability of the microorganism and instabilities of the overall system and may indicate the limit of practically possible space-time yield.
Furthermore, relations of fluid dynamics to aeration and extraction as well as ideal geometrical parameters such as filling volume and riser-to-downcomer ratio need to be determined. Additionally, turbulences and laminar or stagnant zones need to be localized, potentially leading to a refinement of the geometrical design. The refined setup can subsequently be applied in a continuous cultivation, ideally including an adjacent online solvent recovery unit. Further, insights into the scalability of the MPLR need to be gained, and an economic evaluation in comparison to conventional cultivation systems has to be conducted. Ongoing improvement, customization, and evaluation of the MPLR will increase its technology readiness level and establish it as a platform technology for bioprocesses.

Conclusion
The advancement of the envisaged bioeconomy is rapidly progressing, and it has underlined its enormous potential to contribute to circular, zero-waste resource utilization. With increasing complexity and requirements of processes and whole-cell biocatalysts, specialized process solutions, including tailored bioreactors, are demanded. In this regard, the functionality of the MPLR for sustaining a microbial bioprocess with integrated in situ extraction with continuous solvent removal was demonstrated in this work. Excessive foaming during the production of RL was prevented while performing equally well as reference cultivations in STRs with the advantage of allowing full continuous mode. By further refining and tailoring the MPLR for challenging bioprocesses it bears the potential to advance into a platform technology and thereby support the transformation towards a circular bioeconomy in the future.