Next Article in Journal
Design-of-Experiment-Guided Establishment of a Fermentative Bioprocess for Biomass-Bound Astaxanthin with Corynebacterium glutamicum
Next Article in Special Issue
Additivities for Soluble Recombinant Protein Expression in Cytoplasm of Escherichia coli
Previous Article in Journal
The Characterization of the Inhibitory Substances Produced by Bacillus pumilus LYMC-3 and the Optimization of Fermentation Conditions
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Review

Recent Advancements and Strategies of Improving CO2 Utilization Efficiency in Bio-Succinic Acid Production

College of Biotechnology and Pharmaceutical Engineering, Nanjing Tech University, Nanjing 211800, China
*
Author to whom correspondence should be addressed.
These authors contributed equally to this work.
Submission received: 4 October 2023 / Revised: 4 November 2023 / Accepted: 7 November 2023 / Published: 10 November 2023
(This article belongs to the Special Issue Feature Review Papers in Fermentation Process Design 2023)

Abstract

:
The production of bio-based succinic acid through microbial CO2 fixation and conversion has gained significant attention as a promising approach to mitigate greenhouse gas emissions. However, the low CO2 utilization efficiency limits the efficient biosynthesis of succinic acid. Therefore, it is crucial from environmental and economic perspectives to enhance the efficiency of CO2 utilization in bio-succinic acid production. This review comprehensively covers the introduction of biosynthetic pathways for microbial CO2 fixation and the conversion of CO2 to succinic acid, as well as the challenges associated with CO2 supply and utilization effectiveness. Moreover, strategies including genetic and metabolic engineering for CO2 fixation, extracellular supply methods of CO2 and some potential technical approaches for CO2 capture (such as micro-nano bubbles, CO2 adsorption material and biofilm) are summarized and presented.

1. Introduction

The large-scale emission of CO2 is believed to be a major cause of global climate change and is taking a serious toll on human lives and livelihoods. The Chinese government has put forward the goal of “strive to peak CO2 emissions by 2030 and strive to achieve carbon neutrality by 2060”. Recent technological advances in CO2 capture, utilization, and storage are expected to significantly contribute to carbon removal [1]. In these methods, carbon utilization shows the greatest potential, by recycling captured CO2 and harnessing it as a resource to produce fuels and chemicals. Third-generation biorefineries have been widely considered due to their mild conditions, good selectivity and environmental friendliness; they aim to utilize microbial cell factories to convert renewable energies and atmospheric CO2 into fuels, chemicals and biodegradable plastic [2], thereby offsetting the cost of CO2 capture and generating economic benefits [3]. At the same time, the transition from fossil fuels to biofuels and bio-based chemicals would greatly reduce carbon emissions [4,5,6].
Succinic acid (SA), a four-carbon dicarboxylic acid, is one of the most promising bio-based platform chemicals. It is used as a starting material for industrially important chemicals such as adipic acid, 1,4-butanediol, γ-butyrolactone and tetrahydrofuran and as feedstock for the production of biodegradable polybutylene succinate [7]. The production of SA by microbial fermentation has attracted widespread attention in recent years because of its advantages of utilizing renewable resources and fixing CO2. In the reduction tricarboxylic acid pathway, the synthesis of 1 mol SA can theoretically fix 1 mol CO2. Some studies have shown that the CO2 fixation rate of the microbial anaerobic synthesis of SA was hundreds of times that of microalgae [8]. The strains used for anaerobic carbon sequestration synthesis of SA are usually divided into natural strains and metabolically engineered strains such as Anaerobiospirillum succiniciproducens, Actinobacillus succinogenes, Mannheimia succiniciproducens, Basfia Succiniciproducens, Escherichia coli and Corynebacterium glutamicum, as shown in Table 1. As the main producing succinate strains, E. coli, A. succinogenes and C. glutamicum have been gaining more attention [9].
Molina Grima et al. [18] mentioned that the cost of compressed CO2 can be up to 41% of the total raw material costs in biomass production. Some studies have suggested that the flue gas and flaring gas generated from industrial exhaust gases, which typically contain 5–90% CO2, could be used as raw materials for microbial carbon sequestration. In general, these industrial exhaust gases are free, which would greatly reduce the cost of CO2 feedstock [19,20]. Wu et al. [21] used succinate-producing E. coli 261 to fix CO2 from ethylene oxide off-gas (80–85 vol% CO2); an SA titer of 68.12 g·L−1 with a CO2 fixation rate of 4.7 mmol·L−1·h−1 was achieved. He et al. recycled the off-gas (59.58% CO2, 39.89% H2, 0.21% N2) of acetone–butanol–ethanol (ABE) fermentation as a co-substrate for SA production with E. coli BSM209 [22]; the fermentation results showed that a maximum SA concentration of 65.7 g·L−1 and a high yield of 0.86 g·g−1 glucose were achieved; these results were similar to the fermentation performance of pure CO2 gas.
Therefore, the use of microbial anaerobic carbon sequestration to synthesize SA can not only reduce CO2 emissions in chemical synthesis but also achieve the high-value conversion of industrial waste gas CO2; this is a green and sustainable carbon emission reduction production method with important environmental protection and economic value. In this review, the CO2 fixation metabolic pathways of the microbial synthesis of SA and the bottlenecks in CO2 utilization in bio-SA production are introduced, the research progress for improving the CO2 utilization efficiency of SA production strains is expounded, and the related technologies for enhancing the extracellular CO2 supply level to achieve the efficient synthesis of SA are also analyzed and prospected. This paper provides some strategies and ideas to promote the research and application of microorganisms to produce chemicals with efficient fixations of CO2.

2. Microbial Fixation of CO2 to Synthesize SA

CO2 availability plays a crucial role in driving the metabolic pathway to produce succinate [23]. CO2 exists in the form of free CO2, HCO3 and CO32− simultaneously in the aqueous phase. CO2 is a non-polar small molecule that enters the cell by free diffusion, while HCO3 and CO32− are ionic compounds that have difficulty crossing cell membranes [24]. Carbonic anhydrases (CAs) are zinc metalloenzymes classified into five structurally different classes α, β, γ, δ and ζ on the basis of their protein sequence [25]. The α-CA derived from mammals and some bacteria is used as a human pathological and therapeutic target [26]. The uses of β-CA derived from plants, algae, bacteria and archaea include CO2 transport, CO2 fixation and the global carbon cycle [27]. The γ-CA in methanogenic archaea can also be used as a therapeutic target [28]. The δ-CA and ζ-CA in diatoms affect CO2 concentrations for photosynthesis [29]. The CAs in E. coli belong to β-CA, which catalyzes CO2 hydration and dehydration [30].
Seven natural CO2 fixation pathways in microorganisms have been identified, including the Calvin cycle [31], the 3-hydroxypropionate (3HP) cycle [32], the reductive tricarboxylic acid (r-TCA) cycle [33], the 3-hydroxypropionate-4-hydroxybuty-rate (3HP/4HB) cycle [34], the reductive acetyl-CoA (rAc-CoA) pathway [35], the dicarboxylate/4-hydroxybutyrate (DC/4HB) cycle [36] and the reductive glycine pathway [37]. Among these, the r-TCA cycle could be used to synthesize SA (Figure 1). CO2 entering the cell is reversibly hydrated into HCO3 by Cas [38], then HCO3 and phosphoenolpyruvate (PEP) are catalyzed by PEP carboxylase (PPC) or PEP carboxykinase (PCK) into the reductive branch of the TCA cycle and finally converted into succinate [39]. PPC is the key enzyme and rate-limiting enzyme for the biosynthesis of SA, which is affected and regulated by the concentration of CO2, and a higher concentration of CO2 can improve the activity of PPC [40]. The PPC activity of A. succiniciproducens ATCC 29305 at pH 6.2 was 35.6 times as much as that at pH 7.2 because of excess-CO2-HCO3 growth conditions [41]. PCK catalyzes the formation of oxaloacetate (OAA) plus ATP from PEP, ADP and CO2, which has a low affinity for bicarbonate, a relatively low catalytic velocity, and is activated only under conditions of gluconeogenesis [42,43,44]. In the glucose metabolism of other organisms, pyruvate carboxylase (PYC) is another enzyme to fix CO2 besides PPC and PCK. OAA is synthesized by the carboxylation of pyruvate with PYC after PEP is converted to pyruvate [45]. Mckinlay and Vieille reported that the presence of CO2 could suppress the decarboxylation of OAA and malate into pyruvate, resulting in higher net flux into the C4-pathway and thus augmenting the final yield of SA [46].

3. CO2 Supply Bottleneck in the Process of Microbial Carbon Sequestration to Synthesize SA

As the main carbon backbone source of microbial anaerobic carbon sequestration synthesis, the CO2 concentration level and supply capacity are limiting factors affecting the synthesis efficiency of SA. The dissolution of CO2 gas in the fermentation broth is affected by temperature, gas partial pressure and agitation. The solubility of gas decreases with increasing temperature. The solubility of CO2 in water at 20 °C is 32% higher than that at 30 °C because as the temperature rises, the movement rate of gas molecules accelerates and the gas is easy to overflow. The solubility of a slightly soluble gas in solution at a given temperature is directly proportional to the partial pressure of the gas according to Henry’s Law because the vapor–liquid equilibrium shifts to the liquid phase as the partial pressure increases [47]. Song et al. [48] reported that the dissolved CO2 concentrations in the medium were 5.83 mM and 17.3 mM when CO2 partial pressures were 25.32 kPa and 75.97 kPa, respectively; CO2 was dispersed into water via stirring and the solubility of CO2 increased with the increasing stirring speed. Xi et al. [49] showed that increasing the stirring speed could promote mass transfer between the CO2 gas and fermentation liquid. When the stirring speed was increased to 200 r·min−1, the CO2 fixation rate and SA production rate became stable at 0.53 g·L−1·h−1 and 1.41 g·L−1·h−1, respectively. Moreover, the presence of carbonate and bicarbonate salts in the medium also affects the dissolved CO2 concentration. Zou et al. [40] reported that the maximum dissolved CO2 concentration was 20.22 mM without the addition of MgCO3, and the maximum dissolved CO2 concentration was 159.22 mM when gaseous CO2 and MgCO3 were supplied.
During the anaerobic fermentation process, a significant portion of input CO2 gas remains undissolved and quickly overflows in the form of bubbles, resulting in the low efficiency of CO2 gas utilization by strains [50]. It was reported that CO2 gas was selected as the only CO2 donor during SA production with A. succinogenes NJ113, the CO2 ventilated rate was controlled at 0.75 L·min−1 (or 0.25 vvm), the agitation rate was 200 r·min−1, and finally the CO2 fixation rate could reach 0.6 g·L−1·h−1, but only 2.2% of the CO2 gas was captured by microorganisms and converted into SA [51]. Moreover, Lee et al. [52] found that the sparging of CO2 did not significantly improve the yield of SA when the fermentation was controlled at pH 6.2, because the solubility of CO2 was up to three times lower than pH 6.5, indicating that the pH can affect the solubility of CO2 in the fermentation broth and as a consequence affect the availability of CO2 for microorganisms. SA-producing strains have optimal fermentation pH values. A high SA production of 116.2 g·L−1 was achieved by engineered E. coli SD121 in the range of pH 6.4–pH 6.8 [53]. A. succinogenes ATCC 55618 produced 146.0 g·L−1 at pH 6.8 [12], and 134.25 g·L−1 SA was synthesized by M. succiniciproducens PALK at pH 6.5 [13]. Liu et al. [54] compared different pH control methods on SA production by A. succinogenes; the results showed that cells grew well throughout the whole process of anaerobic fermentation, and the yield of SA reached 81.5% when MgCO3 was used as a pH buffer, which was superior to NaOH. Alkaline carbonates supply CO2 and regulate pH simultaneously, the HCO3 and CO3 dissociated from carbonates can exist in the liquid phase for a long time and they are directly utilized by SA-producing microorganisms (Figure 1).
Due to the extremely high rate of CO2 spillage in water, various carbonates or bicarbonates such as MgCO3, NaHCO3, Na2CO3 and CaCO3 have been employed as indirect CO2 donors, to make CO2 directly available in the liquid phase [23]. Moreover, when only MgCO3 was added (without CO2) and N2 gas was used to establish anaerobic conditions, an SA titer of 22.6  ±  0.5 g·L−1 was obtained from an initial sugars concentration of 40 g·L−1 by A. succinogenes [55]. Therefore, carbonates are commonly used in biorefineries for the preparation of bio-SA [11]. However, large amounts of carbonates are employed as indirect CO2 donors for the biosynthesis of SA; this would increase the material cost greatly compared with the free CO2 exhausts from industry. Moreover, approximately equal amounts of inorganic acids would be consumed to re-acidify succinate into SA in the separation process. A large number of inorganic salts were even generated during acidification, which would not only increase the separation cost but also damage the environment [56,57]. Overall, the use of carbonates as CO2 donors does not meet the original intention of microbial carbon fixation. Improving the supply and conversion efficiency of CO2 are key problems in SA production with microbial CO2 fixation.

4. Research Progress of Improving the Efficiency of Microbial CO2 Fixation

4.1. Research Progress in Intracellular Regulation to Improve Carbon Sequestration Efficiency

In recent years, many studies have been conducted to improve CO2 utilization via metabolic engineering. For example, phosphoribosyltransferase (NAPRTase) is a rate-limiting enzyme of the NAD(H) synthesis system, which can enhance the CO2 fixation ability of PYC by increasing the NAD(H) pool size when NAPRTase is overexpressed. Engineered E. coli BA207 (a pflB, ldhA and PPC deletion strain with co-expression of PYC and nicotinic acid NAPRTase) showed good CO2 fixation and SA production abilities. The CO2 fixation rate of 83.48 mg·L−1·h−1 and SA productivity of 223.88 mg·L−1·h−1 were achieved under 0.10 MPa of CO2 partial pressure [45]. PCK is a powerful CO2-fixing enzyme and plays a vital role in directing more carbon flow towards SA-producing C4 pathways. Kim, Laivenieks, Vieille and Zeikus [44] reported that overexpression of A. succinogenes PCK in mutant E. coli K-12 ppc::kan led to a 6.5-fold-increased SA production. Moreover, CA is the key enzyme that reversibly catalyzes the conversion of CO2 to HCO3; hence, improving the properties of CA could also improve CO2 capture capacity [58,59]. Plasmids carrying the CA gene from cyanobacterium Anabaena sp. 7120 were constructed and overexpressed in E. coli BL21, carrying pET-cyanoca; the final SA concentration was increased from 1.624 g/L to 3.486 g/L and the activity of PPC was also five-fold increased, which was derived from the availability of higher concentrations of HCO3 [60]. Furthermore, a recombinant E. coli strain (SGJS120) overexpressing a codon-optimized CA gene derived from Hahella chejuensis KCTC 2396 and a PEPC gene was constructed to hydrate gaseous CO2 to HCO3 and enhance carbon flux via oxaloacetate synthesis using HCO3; the amount of succinate was 4.09-fold higher than the control strain. This result demonstrates succinate production derived from CO2 gas directly without the addition of carbonate [61]. However, the contact of intracellular CA with the substrate is still restricted to a large extent by the cell membrane [62]. In summary, the development of genetically engineered strains is essential for improving the efficiency of microbial CO2 fixation, but metabolic modification cannot change the extracellular CO2 supply level.

4.2. Research Progress to Promote Extracellular CO2 Supply

Although there have been many successful cases of improving carbon sequestration efficiency through metabolic modification, these modifications do not change the extremely low level of extracellular CO2 distribution in broth. Therefore, the external supply of CO2 is also an important factor affecting the CO2 utilization efficiency. Increasing the CO2 partial pressure is a straightforward method to increase the gas transfer rate and solubility [63]. The effects of the dissolved CO2 levels on cell growth and SA production by M. succiniciproducens were studied in pH-controlled batch fermentation at 39 °C and 1 atm under various CO2 partial pressures; the maximum specific growth rate obtained at a dissolved CO2 concentration of 23.0 mM under 101.3 kPa was 1.12 h−1, which was 1.43 times higher than that obtained at a dissolved CO2 concentration of 8.74 mM under 37.98 kPa; the yield of SA also increased from 0.389 g·g−1 to 0.460 g·g−1 [48]. These results show that higher dissolved CO2 concentrations in the medium have positive effects on cell growth and SA production. In addition, Amulya et al. [3] evaluated the impact of different CO2 partial pressures on SA production in a high-pressure gas fermentation reactor; the SA-specific productivity and SA concentration were 0.46 g·L−1·h−1 and 14 g·L−1 at 2 bar, respectively, 3.83 and 6.76 times higher than that obtained at 0.6 bar. It is worth noting that high pressures may have a significant influence on cellular and molecular systems, specifically in the protein structure, cell permeability, enzymatic activity, formation of metabolic end products, etc. [64]. As an example, Cao et al. [39] reported that further increasing the bioreactor pressure above 0.4 bar inhibited the biosynthesis of SA by A. succinogenes 130 Z. High pressure can promote CO2 dissolution in water, but it increases the manufacturing costs of bioreactors and makes the control of fermentation more complex. Furthermore, excessively high pressures may have a negative effect on SA-producing strains.
Moreover, it could also promote the dissolution of CO2 in water by changing the stirring method. A self-inducing agitator was used as a pump to draw gas above the liquid phase in a reactor; the induced gas could be distributed to the liquid to obtain perfect gas dispersion [65,66], and the gas was recycled inside the reactor so that it could extend the contact time of the microbe with the gas. Wu et al. [50] studied SA production and CO2 fixation using a metabolically engineered E. coli NZN111 in a bioreactor equipped with a self-inducing agitator: the final SA yield was 1.33 mol·mol−1, which was similar to the process supplied with carbonates and CO2 sparging (1.35 mol·mol−1); the overall SA production rate was 1.1 times higher than that when CO2 was supplied by carbonate and sparging. However, some microorganisms cannot tolerate high shear stress, which causes damage to cells and affects metabolite production. Cai et al. [67] reported that high shear stresses caused by mechanical force usually destroyed the normal metabolisms of Aspergillus glaucus HB1-19. Moreover, the economic issues of large amounts of energy consumption from the use of the agitator also need to be considered.
Cao et al. [39] developed an integrated fermentation and membrane separation process that effectively converted CO2 into SA via A. succinogenes using NaOH as the neutralizer under mild pressure (0.4 bar) and a completely closed exhaust pipe with self-circulating CO2 sparging at 0.1 vvm in the bioreactor. the self-circulation of CO2 sparging redistributed the spilled gas into the medium via vacuum pumps and a gas sparger. The final SA concentration reached 37.8 ± 1.4 g·L−1. However, membrane fouling is also a problem that cannot be ignored.
In summary, extending the residence time of CO2 gas in water would decrease gas release and enhance the CO2 supply in bio-SA production, which could improve CO2 utilization efficiency.

5. Potential Strategies to Improve the Efficiency of Microbial CO2 Fixation

5.1. Micro-Nano Bubbles

The key problem in improving the efficiency of microbial CO2 fixation is to prolong the residence time of CO2 gas in water. Micro-nano bubbles (MNBs) refer to bubbles with a diameter of less than 100 μm; they have the characteristics of slow rising speed, large specific surface area, very long time stability (Figure 2), negative surface charge and spontaneous radical generation capacity [68]. MNBs can be generated by physical approaches such as hydrodynamic cavitation or gas dispersion. Orifice and venturi hydrodynamic cavitation reactors have low operating and maintenance costs for MNBs generation, but they are easily blocked and eroded and have strong shearing forces. MNBs generated from microporous structures (e.g., membranes) are homogeneous and have high concentrations, which is more applicable to improving the gas supply of the bioreactor, although it will inevitably increase the manufacturing costs and energy consumption of the gas distributor [69].
In wastewater treatment, MNBs were used to increase the solubility of oxygen in water and strengthen the mass-transfer efficiency of oxygen [70]. Typically, nano bubbles (NBs) can offer 2–30-fold higher gas solubility than gas sparging in the aqueous system [71]. When the dissolved-oxygen (DO) concentrations of oxygen gas NBs and air NBs exceeded 40 mg·L−1 and 10 mg·L−1, respectively, these DO levels could be maintained for one day [72]. NBs in water can persist for a longer duration with adequate dissolved gases, which could promote the better growth of microbes and their productivity [73]. Ye et al. [74] proposed to boost oxygen diffusion via MNBs; the oxygen transfer coefficient and rate of MNBs were 0.160 min−1 and 0.382 kg·m−3·h−1 (about four times and five times greater than those of conventional aeration, respectively). For example, in the work of Guo et al., CO2-MNBs had a promoting effect on the growth of Sinomicrobium oceani WH-15 at MNB concentrations of 5–10% in water, whereas the inhibitory effect appeared from 20% [75] because a high concentration of MNBs produced a large number of hydroxyl radicals and other reactive oxygen components, which was unfavorable to the microorganisms [76]. Additionally, CO2-MNBs may also facilitate CO2 fixation by autotrophic microorganisms because more carbon sources are provided [75].
Haapala et al. observed that in papermaking-process waters, the presence of dry refined pine kraft pulp fibers (average fiber length: 1.52 mm) remarkably decreased the size of bubbles measured during a 30 s period after de-pressurizing the air-saturated suspension from 300 kPa to normal atmospheric pressure. Moreover, adhesion of the kraft wood fiber material to the air bubbles further decreased the bubble rise velocities. The bubble (size: 0.4 mm) rise rate in the model suspension with wood fibers was about 0.04 m·s−1, and the bubble rise rate in the suspension without wood fibers was about 0.55 m·s−1 [77].

5.2. CO2 Adsorption Material

In liquid fermentation systems, the adsorption of CO2 in water can reduce gas spillage. Adsorbents such as activated carbons, zeolites, nanotubes, metal–organic frameworks (MOFs) and carbon nanotubes are widely used for CO2 physical adsorption in gas purification. Among these adsorbents, zeolites and several MOFs, as hydrophilic adsorbents, offer high adsorption capacities and selective CO2 adsorption. Nevertheless, these adsorbents have low CO2 adsorption capacities when they are exposed to moisture [78]. For some types of MOFs, the sample with 4 wt% water adsorbs more CO2 than the dry sample, but less CO2 is adsorbed by the sample with 8 wt% water, indicating that a higher water content often has a negative impact on the CO2 adsorption [79]. Activated carbon is a hydrophobic adsorbent, Xu et al. [80] experimentally studied a simple one-bed, three-step vacuum swing adsorption (VSA) cyclic system with activated carbon for capturing CO2 from wet flue gas. The CO2 adsorption rate was 87.5%, which was close to the CO2 adsorption rate of 89.1% from dry gas. The results showed that the water resistance of activated carbon has a relatively minor impact on the process performance of CO2 capture.
The amine-functionalized porous adsorbent is one type of important material in CO2 capture due to its stability and efficiency. Organic amines adsorb a large amount of CO2 through chemical interactions between the functional groups and CO2 [81]. Qi et al. [82] reported that amine-functionalized mesoporous silica exhibited fast adsorption and ultrahigh CO2 adsorption capacities up to 7.9 mmol·g−1 under simulated flue gas conditions. Amines react rapidly with CO2 to form carbamate and bicarbonate structures under anhydrous and hydrous conditions (Figure 3) [83,84,85]. Fiber is easy to obtain, has high mechanical stability, a large surface area and is rich in hydroxyl content; it can be used for modification such as etherification, esterification, silane treatment and grafting copolymerization [86,87]. Materials containing hydroxyl can generate electrostatic interactions with CO2 to produce physical adsorption [88]. If the fiber is modified with amine groups, the physical adsorption and chemical reaction of CO2 will be enhanced. It has been reported that diethanolamine was loaded onto the cellulose aerogel by impregnation; the adsorption capacity of CO2 in the gaseous phase reached 1.99 mmol·g−1 under optimal conditions. However, the chemical reaction of amines and CO2 would form toxic carbamates in the absence of water, and the theorical adsorption capacity of CO2 is only 0.5 mol·mol−1 of amine. However, in the presence of water, the adsorption capacity can break through this limit [89]. Meanwhile, amines can convert CO2 into HCO3 that is directly available in the liquid phase. Furthermore, the conversion of CO2 to HCO3 not only reduces the escape of gas from the aqueous phase but also facilitates the mass transfer of CO2 to cells. In contrast, CO2 gas must be first dissolved in the fermentation medium to be utilized by microorganisms. Once CO2 reacts with water to form HCO3, it will permeate through the cell membrane and take part in the internal metabolic pathways of the specific microorganisms [55]. In conclusion, the adsorption of CO2 by amine-modified cellulose carriers in the aqueous phase could avoid the damage of carbamate to microorganisms and also provide bicarbonate for the synthesis of SA.

5.3. Biofilm

When a large amount of CO2 dissolves in water, the pH of the broth is reduced to an acidic level, and most of the anaerobic SA-production strains are particularly sensitive to the acidic environment. Biofilms are highly organized microbial community structures composed of exopolysaccharides (EPS), proteins, and eDNA produced by strains immobilized on the surface of a carrier [90,91]. Biofilm formation proceeds as a developmental process with distinct stages: “initial adhesion”, where microorganisms bind to carrier surfaces through cell-surface-associated adhesins; “early biofilm formation”, where they begin to divide and produce EPS (which enhances adhesion) and the forming matrix embeds the cells; “biofilm maturation”, where the three-dimensional development of the matrix provides a multifunctional and protective scaffold, and cells in an established biofilm are glued together by the EPS (which resists mechanical stresses and detachment of the community from the surface of the substrate); and finally “dispersal”, where some cells leave the biofilm to disperse into the bulk fluid [92]. Compared with the traditional fermentation by free cells, biofilm fermentation has the advantages of strong resistance to the harsh environment, high yield and continuous fermentation, and it is conducive to improving the fermentation performance [93]. Zhuang et al. [94] found that the bacteria converted carbon sources into organic acids in the first step of ABE fermentation, which reduced the pH of the fermentation broth and acted as a stress on the bacteria. However, the rate of butanol production and glucose consumption were less affected during immobilized fermentation than suspended fermentation, and cells in the biofilm were more capable of maintaining their morphology, indicating that the biofilm enhanced the tolerance levels of cells in acidic environments. Additionally, Wang et al. [95] showed that E. coli O157:H7 (J29) was more resistant than E. coli O157:H7 (CICC 21530) to lactic acid, which could be explained by the fact that J29 has a more complex micro-construct of biofilm when compared to CICC 21530.
EPS is secreted by cells to form a complex biofilm through interactions with carrier materials. In general, the biofilm carrier should meet the following requirements: a large surface area with multiple functional groups; physical, chemical and biological stability; good biocompatibility; and easy to obtain and operate [96]. Chen et al. [97] reported that A. succinogenes CCTCC M2012036 was immobilized on positively charged polypropylene microfiber membranes, which could immobilize more cells through electrostatic interaction; the yield and productivity of SA achieved 0.82 g·g−1 and 1.04 g·L−1·h−1 in this microfiber membrane bioreactor. Ding et al. [93] modified cotton fiber with succinic anhydride; the cotton fiber surface roughness increased, and the decrease in hydrophilic groups and negative charge on the surface enabled cotton-succinic anhydride to absorb more cells. It was reported that a packed-bed biofilm reactor filled with Tygon support was constructed for continuous SA fermentation by A. succinogenes. A visible biofilm layer formed on the carriers in 3 days. Finally, the reactor was successfully run for more than 5 months with a SA productivity of 35.0 g·L−1·h−1 and a glucose conversion of 88% [98].
On the other hand, the structural formation and development of biofilm might be benefitted by the MNBs. One study indicated that applying NB effectively provided extra oxygen for microbial aggregates and achieved a 10.58% improvement in total nitrogen removal; the structure of microbial aggregates was enhanced, where extracellular protein and polysaccharides respectively increased as much as 3.40 and 1.70 times in biofilm and activated sludge, accompanied by the development of activated sludge floc size and the thickness of the biofilms [99]. Zheng et al. [100] reported that gas bubbles could aggregate and adhere to the hydrophobic and rough surface; the bubble behaviors caused the biofilm to be porous (with a microporosity of 9.43–20.94%), which would facilitate the transport of gases and substances to the biofilm interior. Moreover, when the biofilm was covered with a large number of bubbles, the mass transfer distance between the cells and the bubbles was also reduced. Chen et al. [101] observed that floc sludge attached to the carrier gradually, and the microbes were not lost from the reactor when the MNBs entered the sponge interspace and interacted with the microbes of floc sludge; this indicates that MNBs promoted the conversion from suspended floc sludge to biofilm with the enhanced removal of chemical oxygen demand, NH4 + -N and total nitrogen. However, some studies found that the intensive MNB blowing might damage biofilm formation on the membrane. The internal pressure of the bubble depended on the diameter of the bubble. A smaller diameter of bubble led to a higher internal pressure and subsequent bubble collapse, resulting in higher energy. The high energy generated allowed more detachment of the biofilm, and the pressure waves were distributed over the domain of the self-collapsing bubbles and dispelled the fixed biomass from the membrane surface [102]. Agarwal et al. [103] reported that air MBs generated pressure waves through shrinking and subsequent self-collapsing phenomena, which could remove nearly all extracellular polysaccharides and proteins from the nylon membrane surface after 1 h air microbubbling, indicating a complete disruption of the extracellular polymeric matrix of biofilms.
In conclusion, the biofilm could improve the tolerance of bacteria to acidic environments and facilitate the adsorption of bubbles. The modest CO2 MNBs might cause the biofilm to be porous, which would facilitate mass transfer between the bubbles and the cells and enhance the utilization of CO2. However, excessive supply of MNBs might cause damage to biofilms.

6. Conclusions

Due to the extremely low solubility of CO2 in water and its short residence time in the fermentation broth, the actual utilization efficiency of CO2 gas in the biosynthesis of SA is extremely low. Therefore, enhancing the rate of CO2 conversion in the cell, improving the extracellular CO2 supply efficiency and reducing the gas spillage are important for bio-SA production. Moreover, relevant studies have shown that MNBs and CO2-adsorption materials have the potential to reduce CO2 spillage in the medium, and the biofilm is conducive to enhancing cell activity and resistance. At the same time, the adsorption of bubbles by the biofilm may be beneficial to the gas mass transfer on its surface.
In the future, the utilisation efficiency of CO2 gas via SA-producing microorganisms needs to be improved in several ways, including intracellular and extracellular process. On the one hand, the expression of enzymes related to CO2 transport and succinic acid synthesis needs to be enhanced by metabolic engineering, which would promote the transport and conversion of CO2 gas into cells. On the other hand, an extracellular CO2-controlled-release system could be constructed by combining MNBs and CO2-adsorbent materials. At the same time, the biofilm is used to enhance cell activity; it can resist the acidic environment created by the high concentration of CO2 and hydroxyl radicals produced by MNBs. In conclusion, enhancing the efficiency of CO2 utilization through the integration of multiple technologies will further promote the research and application of microbial carbon sequestration for chemical production.

Author Contributions

Conceptualization, H.W.; investigation, H.W., X.C., J.L. and Y.C.; writing—original draft preparation, X.C.; writing—review and editing, H.W., W.Z. and M.J.; project administration, H.W.; funding acquisition, H.W. All authors have read and agreed to the published version of the manuscript.

Funding

This work was supported by the National Natural Science Foundation of China (grant number 22278222), the National Key Research and Development Program of China (grant number 2018YFD1100603) and the Postgraduate Research & Practice Innovation Program of Jiangsu Province (KYCX22_1363).

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Xu, S.; Qiao, Z.; Luo, L.; Sun, Y.; Wong, J.W.-C.; Geng, X.; Ni, J. On-site CO2 bio-sequestration in anaerobic digestion: Current status and prospects. Bioresour. Technol. 2021, 332, 125037. [Google Scholar] [CrossRef] [PubMed]
  2. Jatain, I.; Dubey, K.K.; Sharma, M.; Usmani, Z.; Sharma, M.; Gupta, V.K. Synthetic biology potential for carbon sequestration into biocommodities. J. Clean. Prod 2021, 323, 129176. [Google Scholar] [CrossRef]
  3. Amulya, K.; Kopperi, H.; Venkata Mohan, S. Tunable production of succinic acid at elevated pressures of CO2 in a high pressure gas fermentation reactor. Bioresour. Technol. 2020, 309, 123327. [Google Scholar] [CrossRef]
  4. Jeong, D.; Park, H.; Jang, B.-K.; Ju, Y.; Shin, M.H.; Oh, E.J.; Lee, E.J.; Kim, S.R. Recent advances in the biological valorization of citrus peel waste into fuels and chemicals. Bioresour. Technol. 2021, 323, 124603. [Google Scholar] [CrossRef]
  5. Lee, S.Y.; Oh, Y.-K.; Lee, S.; Fitriana, H.N.; Moon, M.; Kim, M.-S.; Lee, J.; Min, K.; Park, G.W.; Lee, J.-P.; et al. Recent developments and key barriers to microbial CO2 electrobiorefinery. Bioresour. Technol. 2021, 320, 124350. [Google Scholar] [CrossRef] [PubMed]
  6. Rin Kim, S.; Kim, S.J.; Kim, S.K.; Seo, S.O.; Park, S.; Shin, J.; Kim, J.S.; Park, B.R.; Jin, Y.S.; Chang, P.S.; et al. Yeast metabolic engineering for carbon dioxide fixation and its application. Bioresour. Technol. 2022, 346, 126349. [Google Scholar] [CrossRef] [PubMed]
  7. Ahn, J.H.; Jang, Y.-S.; Lee, S.Y. Production of succinic acid by metabolically engineered microorganisms. Curr. Opin. Biotechnol. 2016, 42, 54–66. [Google Scholar] [CrossRef]
  8. Zhang, Q.; Nurhayati; Cheng, C.-L.; Nagarajan, D.; Chang, J.-S.; Hu, J.; Lee, D.-J. Carbon capture and utilization of fermentation CO2: Integrated ethanol fermentation and succinic acid production as an efficient platform. Appl. Energy 2017, 206, 364–371. [Google Scholar] [CrossRef]
  9. McKinlay, J.B.; Laivenieks, M.; Schindler, B.D.; McKinlay, A.A.; Siddaramappa, S.; Challacombe, J.F.; Lowry, S.R.; Clum, A.; Lapidus, A.L.; Burkhart, K.B.; et al. A genomic perspective on the potential of Actinobacillus succinogenes for industrial succinate production. BMC Genom. 2010, 11, 680. [Google Scholar] [CrossRef]
  10. Meynial-Salles, I.; Dorotyn, S.; Soucaille, P. A new process for the continuous production of succinic acid from glucose at high yield, titer, and productivity. Biotechnol. Bioeng. 2008, 99, 129–135. [Google Scholar] [CrossRef] [PubMed]
  11. Pateraki, C.; Patsalou, M.; Vlysidis, A.; Kopsahelis, N.; Webb, C.; Koutinas, A.A.; Koutinas, M. Actinobacillus succinogenes: Advances on succinic acid production and prospects for development of integrated biorefineries. Biochem. Eng. J. 2016, 112, 285–303. [Google Scholar] [CrossRef]
  12. Thuy, N.T.H.; Kongkaew, A.; Flood, A.; Boontawan, A. Fermentation and crystallization of succinic acid from Actinobacillus succinogenes ATCC55618 using fresh cassava root as the main substrate. Bioresour. Technol. 2017, 233, 342–352. [Google Scholar] [CrossRef] [PubMed]
  13. Ahn, J.H.; Seo, H.; Park, W.; Seok, J.; Lee, J.A.; Kim, W.J.; Kim, G.B.; Kim, K.-J.; Lee, S.Y. Enhanced succinic acid production by Mannheimia employing optimal malate dehydrogenase. Nat. Commun. 2020, 11, 1970. [Google Scholar] [CrossRef]
  14. Stylianou, E.; Pateraki, C.; Ladakis, D.; Vlysidis, A.; Koutinas, A. Optimization of fermentation medium for succinic acid production using Basfia succiniciproducens. Environ. Technol. Innov. 2021, 24, 101914. [Google Scholar] [CrossRef]
  15. Wang, J.; Wang, H.; Yang, L.; Lv, L.; Zhang, Z.; Ren, B.; Dong, L.; Li, N. A novel riboregulator switch system of gene expression for enhanced microbial production of succinic acid. J. Ind. Microbiol. Biotechnol. 2018, 45, 253–269. [Google Scholar] [CrossRef]
  16. Yu, J.H.; Zhu, L.W.; Xia, S.T.; Li, H.M.; Tang, Y.L.; Liang, X.H.; Chen, T.; Tang, Y.J. Combinatorial optimization of CO2 transport and fixation to improve succinate production by promoter engineering. Biotechnol. Bioeng. 2016, 113, 1531–1541. [Google Scholar] [CrossRef]
  17. Li, K.; Li, C.; Zhao, X.-Q.; Liu, C.-G.; Bai, F.-W. Engineering Corynebacterium glutamicum for efficient production of succinic acid from corn stover pretreated by concentrated-alkali under steam-assistant conditions. Bioresour. Technol. 2023, 378, 128991. [Google Scholar] [CrossRef]
  18. Molina Grima, E.; Belarbi, E.H.; Acién Fernández, F.G.; Robles Medina, A.; Chisti, Y. Recovery of microalgal biomass and metabolites: Process options and economics. Biotechnol. Adv. 2003, 20, 491–515. [Google Scholar] [CrossRef]
  19. Van Den Hende, S.; Vervaeren, H.; Boon, N. Flue gas compounds and microalgae: (Bio-)chemical interactions leading to biotechnological opportunities. Biotechnol. Adv. 2012, 30, 1405–1424. [Google Scholar] [CrossRef]
  20. Chiu, S.Y.; Kao, C.Y.; Huang, T.T.; Lin, C.J.; Ong, S.C.; Chen, C.D.; Chang, J.S.; Lin, C.S. Microalgal biomass production and on-site bioremediation of carbon dioxide, nitrogen oxide and sulfur dioxide from flue gas using Chlorella sp. cultures. Bioresour. Technol. 2011, 102, 9135–9142. [Google Scholar] [CrossRef]
  21. Wu, M.; Zhang, W.; Ji, Y.; Yi, X.; Ma, J.; Wu, H.; Jiang, M. Coupled CO2 fixation from ethylene oxide off-gas with bio-based succinic acid production by engineered recombinant Escherichia coli. Biochem. Eng. J. 2017, 117, 1–6. [Google Scholar] [CrossRef]
  22. He, A.; Kong, X.; Wang, C.; Wu, H.; Jiang, M.; Ma, J.; Ouyang, P. Efficient carbon dioxide utilization and simultaneous hydrogen enrichment from off-gas of acetone–butanol–ethanol fermentation by succinic acid producing Escherichia coli. Bioresour. Technol. 2016, 214, 861–865. [Google Scholar] [CrossRef]
  23. Tan, J.P.; Luthfi, A.A.I.; Manaf, S.F.A.; Wu, T.Y.; Jahim, J.M. Incorporation of CO2 during the production of succinic acid from sustainable oil palm frond juice. J. CO2 Util. 2018, 26, 595–601. [Google Scholar] [CrossRef]
  24. Wang, D.; Li, Q.; Li, W.; Xing, J.; Su, Z.G. Improvement of succinate production by overexpression of a cyanobacterial carbonic anhydrase in Escherichia coli. Enzym. Microb. Technol. 2009, 45, 491–497. [Google Scholar] [CrossRef]
  25. Sharma, T.; Sharma, S.; Kamyab, H.; Kumar, A. Energizing the CO2 utilization by chemo-enzymatic approaches and potentiality of carbonic anhydrases: A review. J. Clean. Prod. 2020, 247, 119138. [Google Scholar] [CrossRef]
  26. Hou, J.; Li, X.; Kaczmarek, M.B.; Chen, P.; Li, K.; Jin, P.; Liang, Y.; Daroch, M. Accelerated CO2 Hydration with Thermostable Sulfurihydrogenibium azorense Carbonic Anhydrase-Chitin Binding Domain Fusion Protein Immobilised on Chitin Support. Int. J. Mol. Sci. 2019, 20, 1494. [Google Scholar] [CrossRef] [PubMed]
  27. Aggarwal, M.; Chua, T.K.; Pinard, M.A.; Szebenyi, D.M.; McKenna, R. Carbon Dioxide “Trapped” in a β-Carbonic Anhydrase. Biochemistry 2015, 54, 6631–6638. [Google Scholar] [CrossRef] [PubMed]
  28. Alber, B.E.; Ferry, J.G. A carbonic anhydrase from the archaeon Methanosarcina thermophila. Proc. Natl. Acad. Sci. USA 1994, 91, 6909–6913. [Google Scholar] [CrossRef]
  29. Yeates, T.O.; Kerfeld, C.A.; Heinhorst, S.; Cannon, G.C.; Shively, J.M. Protein-based organelles in bacteria: Carboxysomes and related microcompartments. Nat. Rev. Microbiol. 2008, 6, 681–691. [Google Scholar] [CrossRef]
  30. Cronk, J.D.; Endrizzi, J.A.; Cronk, M.R.; O’Neill, J.W.; Zhang, K.Y.J. Crystal structure of E. coli β–carbonic anhydrase, an enzyme with an unusual pH–dependent activity. Protein Sci. 2001, 10, 911–922. [Google Scholar] [CrossRef]
  31. Clapero, V.; Arrivault, S.; Stitt, M. Natural variation in metabolism of the Calvin-Benson cycle. Semin. Cell Dev. Biol. 2024, 155, 23–36. [Google Scholar] [CrossRef]
  32. Strauss, G.; Fuchs, G. Enzymes of a novel autotrophic CO2 fixation pathway in the phototrophic bacterium Chloroflexus aurantiacus, the 3-hydroxypropionate cycle. Eur. J. Biochem. 1993, 215, 633–643. [Google Scholar] [CrossRef] [PubMed]
  33. Tsuji, A.; Okada, S.; Hols, P.; Satoh, E. Metabolic engineering of Lactobacillus plantarum for succinic acid production through activation of the reductive branch of the tricarboxylic acid cycle. Enzym. Microb. Technol. 2013, 53, 97–103. [Google Scholar] [CrossRef] [PubMed]
  34. Berg Ivan, A.; Kockelkorn, D.; Buckel, W.; Fuchs, G. A 3-Hydroxypropionate/4-Hydroxybutyrate Autotrophic Carbon Dioxide Assimilation Pathway in Archaea. Science 2007, 318, 1782–1786. [Google Scholar] [CrossRef]
  35. Goetzl, S.; Jeoung, J.-H.; Hennig, S.E.; Dobbek, H. Structural Basis for Electron and Methyl-Group Transfer in a Methyltransferase System Operating in the Reductive Acetyl-CoA Pathway. J. Mol. Biol. 2011, 411, 96–109. [Google Scholar] [CrossRef]
  36. Huber, H.; Gallenberger, M.; Jahn, U.; Eylert, E.; Berg Ivan, A.; Kockelkorn, D.; Eisenreich, W.; Fuchs, G. A dicarboxylate/4-hydroxybutyrate autotrophic carbon assimilation cycle in the hyperthermophilic Archaeum Ignicoccus hospitalis. Proc. Natl. Acad. Sci. USA 2008, 105, 7851–7856. [Google Scholar] [CrossRef] [PubMed]
  37. Sánchez-Andrea, I.; Guedes, I.A.; Hornung, B.; Boeren, S.; Lawson, C.E.; Sousa, D.Z.; Bar-Even, A.; Claassens, N.J.; Stams, A.J.M. The reductive glycine pathway allows autotrophic growth of Desulfovibrio desulfuricans. Nat. Commun. 2020, 11, 5090. [Google Scholar] [CrossRef]
  38. Blombach, B.; Takors, R. CO2—Intrinsic Product, Essential Substrate, and Regulatory Trigger of Microbial and Mammalian Production Processes. Front. Bioeng. Biotechnol. 2015, 3, 108. [Google Scholar] [CrossRef]
  39. Cao, W.; Wang, Y.; Luo, J.; Yin, J.; Xing, J.; Wan, Y. Effectively converting carbon dioxide into succinic acid under mild pressure with Actinobacillus succinogenes by an integrated fermentation and membrane separation process. Bioresour. Technol. 2018, 266, 26–33. [Google Scholar] [CrossRef]
  40. Zou, W.; Zhu, L.W.; Li, H.M.; Tang, Y.J. Significance of CO2 donor on the production of succinic acid by Actinobacillus succinogenes ATCC 55618. Microb. Cell Fact. 2011, 10, 87. [Google Scholar] [CrossRef]
  41. Samuelov, N.S.; Lamed, R.; Lowe, S.; Zeikus, J.G. Influence of CO2-HCO3 Levels and pH on Growth, Succinate Production, and Enzyme Activities of Anaerobiospirillum succiniciproducens. Appl. Environ. Microbiol. 1991, 57, 3013–3019. [Google Scholar] [CrossRef] [PubMed]
  42. Kao, K.C.; Tran, L.M.; Liao, J.C. A Global Regulatory Role of Gluconeogenic Genes in Escherichia coli Revealed by Transcriptome Network Analysis. J. Biol. Chem. 2005, 280, 36079–36087. [Google Scholar] [CrossRef] [PubMed]
  43. Zhang, X.; Jantama, K.; Moore, J.C.; Jarboe, L.R.; Shanmugam, K.T.; Ingram, L.O. Metabolic evolution of energy-conserving pathways for succinate production in Escherichia coli. Proc. Natl. Acad. Sci. USA 2009, 106, 20180–20185. [Google Scholar] [CrossRef] [PubMed]
  44. Kim, P.; Laivenieks, M.; Vieille, C.; Zeikus, J.G. Effect of overexpression of Actinobacillus succinogenes phosphoenolpyruvate carboxykinase on succinate production in Escherichia coli. Appl. Environ. Microbiol. 2004, 70, 1238–1241. [Google Scholar] [CrossRef] [PubMed]
  45. Liu, R.; Liang, L.; Wu, M.; Chen, K.; Jiang, M.; Ma, J.; Wei, P.; Ouyang, P. CO2 fixation for succinic acid production by engineered Escherichia coli co-expressing pyruvate carboxylase and nicotinic acid phosphoribosyltransferase. Biochem. Eng. J. 2013, 79, 77–83. [Google Scholar] [CrossRef]
  46. McKinlay, J.B.; Vieille, C. 13C-metabolic flux analysis of Actinobacillus succinogenes fermentative metabolism at different NaHCO3 and H2 concentrations. Metab. Eng. 2008, 10, 55–68. [Google Scholar] [CrossRef]
  47. Mulana, F.; Munawar, E.; Heldiana, H.; Rahmi, M. The effect of carbon dioxide gas pressure on solubility, density and pH of carbon dioxide—Water mixtures. Mater. Today Proc. 2022, 63, S46–S49. [Google Scholar] [CrossRef]
  48. Song, H.; Lee, J.W.; Choi, S.; You, J.K.; Hong, W.H.; Lee, S.Y. Effects of dissolved CO2 levels on the growth of Mannheimia succiniciproducens and succinic acid production. Biotechnol. Bioeng. 2007, 98, 1296–1304. [Google Scholar] [CrossRef] [PubMed]
  49. Xi, Y.-l.; Chen, K.-q.; Li, J.; Fang, X.-j.; Zheng, X.-y.; Sui, S.-s.; Jiang, M.; Wei, P. Optimization of culture conditions in CO2 fixation for succinic acid production using Actinobacillus succinogenes. J. Ind. Microbiol. Biotechnol. 2011, 38, 1605–1612. [Google Scholar] [CrossRef] [PubMed]
  50. Wu, H.; Li, Q.; Li, Z.-m.; Ye, Q. Succinic acid production and CO2 fixation using a metabolically engineered Escherichia coli in a bioreactor equipped with a self-inducing agitator. Bioresour. Technol. 2012, 107, 376–384. [Google Scholar] [CrossRef]
  51. Chen, K.; Jiang, M.; Su, L.; Wei, P. CO2 fixation by Actinobacillus succinogenes in succinic acid production. Chem. Eng. 2009, 37, 49–52. [Google Scholar]
  52. Lee, P.C.; Lee, W.G.; Kwon, S.; Lee, S.Y.; Chang, H.N. Succinic acid production by Anaerobiospirillum succiniciproducens: Effects of the H2/CO2 supply and glucose concentration. Enzym. Microb. Technol. 1999, 24, 549–554. [Google Scholar] [CrossRef]
  53. Wang, D.; Li, Q.; Song, Z.; Zhou, W.; Su, Z.; Xing, J. High cell density fermentation via a metabolically engineered Escherichia coli for the enhanced production of succinic acid. J. Chem. Technol. Biotechnol. 2011, 86, 512–518. [Google Scholar] [CrossRef]
  54. Liu, Y.-P.; Zheng, P.; Sun, Z.-H.; Ni, Y.; Dong, J.-J.; Wei, P. Strategies of pH control and glucose-fed batch fermentation for production of succinic acid by Actinobacillus succinogenes CGMCC1593. J. Chem. Technol. Biotechnol. 2008, 83, 722–729. [Google Scholar] [CrossRef]
  55. Vigato, F.; Angelidaki, I.; Woodley, J.M.; Alvarado-Morales, M. Dissolved CO2 profile in bio-succinic acid production from sugars-rich industrial waste. Biochem. Eng. J. 2022, 187, 108602. [Google Scholar] [CrossRef]
  56. Kumar, R.; Basak, B.; Jeon, B.-H. Sustainable production and purification of succinic acid: A review of membrane-integrated green approach. J. Clean. Prod. 2020, 277, 123954. [Google Scholar] [CrossRef]
  57. Cui, Z.; Gao, C.; Li, J.; Hou, J.; Lin, C.S.K.; Qi, Q. Engineering of unconventional yeast Yarrowia lipolytica for efficient succinic acid production from glycerol at low pH. Metab. Eng. 2017, 42, 126–133. [Google Scholar] [CrossRef]
  58. Razzak, M.A.; Lee, D.W.; Lee, J.; Hwang, I. Overexpression and Purification of Gracilariopsis chorda Carbonic Anhydrase (GcCAα3) in Nicotiana benthamiana, and Its Immobilization and Use in CO2 Hydration Reactions. Front. Plant Sci. 2020, 11, 563721. [Google Scholar] [CrossRef]
  59. Effendi, S.S.W.; Tan, S.-I.; Ting, W.-W.; Ng, I.S. Genetic design of co-expressed Mesorhizobium loti carbonic anhydrase and chaperone GroELS to enhancing carbon dioxide sequestration. Int. J. Biol. Macromol. 2021, 167, 326–334. [Google Scholar] [CrossRef]
  60. Wang, D.; Li, Q.; Li, W.; Liu, Q.; Xing, J.; Su, Z. Overexpression of a cyanobacterial carbonic anhydrase in Escherichia coli enhances succinic acid production. J. Biotechnol. 2008, 136, S26–S27. [Google Scholar] [CrossRef]
  61. Park, S.; Lee, J.-u.; Cho, S.; Kim, H.; Oh, H.B.; Pack, S.P.; Lee, J. Increased incorporation of gaseous CO2 into succinate by Escherichia coli overexpressing carbonic anhydrase and phosphoenolpyruvate carboxylase genes. J. Biotechnol. 2017, 241, 101–107. [Google Scholar] [CrossRef] [PubMed]
  62. Zhu, Y.; Liu, Y.; Ai, M.; Jia, X. Surface display of carbonic anhydrase on Escherichia coli for CO2 capture and mineralization. Synth. Syst. Biotechnol. 2022, 7, 460–473. [Google Scholar] [CrossRef] [PubMed]
  63. Van Hecke, W.; Bockrath, R.; De Wever, H. Effects of moderately elevated pressure on gas fermentation processes. Bioresour. Technol. 2019, 293, 122129. [Google Scholar] [CrossRef] [PubMed]
  64. Mota, M.J.; Lopes, R.P.; Simões, M.M.Q.; Delgadillo, I.; Saraiva, J.A. Effect of High Pressure on Paracoccus denitrificans Growth and Polyhydroxyalkanoates Production from Glycerol. Appl. Biochem. Biotechnol. 2019, 188, 810–823. [Google Scholar] [CrossRef] [PubMed]
  65. Forrester, S.E.; Rielly, C.D.; Carpenter, K.J. Gas-inducing impeller design and performance characteristics. Chem. Eng. Sci. 1998, 53, 603–615. [Google Scholar] [CrossRef]
  66. Forrester, S.E.; Rielly, C.D. Modelling the increased gas capacity of self-inducing impellers. Chem. Eng. Sci. 1994, 49, 5709–5718. [Google Scholar] [CrossRef]
  67. Cai, M.; Zhou, X.; Lu, J.; Fan, W.; Niu, C.; Zhou, J.; Sun, X.; Kang, L.; Zhang, Y. Enhancing aspergiolide A production from a shear-sensitive and easy-foaming marine-derived filamentous fungus Aspergillus glaucus by oxygen carrier addition and impeller combination in a bioreactor. Bioresour. Technol. 2011, 102, 3584–3586. [Google Scholar] [CrossRef]
  68. Jin, N.; Zhang, F.; Cui, Y.; Sun, L.; Gao, H.; Pu, Z.; Yang, W. Environment-friendly surface cleaning using micro-nano bubbles. Particuology 2022, 66, 1–9. [Google Scholar] [CrossRef]
  69. Jia, J.; Zhu, Z.; Chen, H.; Pan, H.; Jiang, L.; Su, W.-H.; Chen, Q.; Tang, Y.; Pan, J.; Yu, K. Full life circle of micro-nano bubbles: Generation, characterization and applications. Chem. Eng. J. 2023, 471, 144621. [Google Scholar] [CrossRef]
  70. Sakr, M.; Mohamed, M.M.; Maraqa, M.A.; Hamouda, M.A.; Aly Hassan, A.; Ali, J.; Jung, J. A critical review of the recent developments in micro–nano bubbles applications for domestic and industrial wastewater treatment. Alex. Eng. J. 2022, 61, 6591–6612. [Google Scholar] [CrossRef]
  71. Xiao, W.; Xu, G. Mass transfer of nanobubble aeration and its effect on biofilm growth: Microbial activity and structural properties. Sci. Total Environ. 2020, 703, 134976. [Google Scholar] [CrossRef] [PubMed]
  72. Tekile, A.; Kim, I.; Lee, J.-Y. Extent and persistence of dissolved oxygen enhancement using nanobubbles. Environ. Eng. Res. 2016, 21, 427–435. [Google Scholar] [CrossRef]
  73. Patel, A.K.; Singhania, R.R.; Chen, C.-W.; Tseng, Y.-S.; Kuo, C.-H.; Wu, C.-H.; Dong, C.D. Advances in micro- and nano bubbles technology for application in biochemical processes. Environ. Technol. Innovation 2021, 23, 101729. [Google Scholar] [CrossRef]
  74. Ye, S.; Geng, J.; Zhang, H.; Hu, J.; Zou, X.; Li, J. Boosting oxygen diffusion by micro-nano bubbles for highly-efficient H2O2 generation on air-calcining graphite felt. Electrochim. Acta 2023, 439, 141708. [Google Scholar] [CrossRef]
  75. Guo, J.; Wang, X.Y.; Li, T.; Gao, M.-t.; Hu, J.; Li, J. Effect of micro-nanobubbles with different gas sources on the growth and metabolism of chemoautotrophic microorganisms. Process Biochem. 2023, 126, 117–124. [Google Scholar] [CrossRef]
  76. Liu, S.; Oshita, S.; Kawabata, S.; Makino, Y.; Yoshimoto, T. Identification of ROS Produced by Nanobubbles and Their Positive and Negative Effects on Vegetable Seed Germination. Langmuir 2016, 32, 11295–11302. [Google Scholar] [CrossRef]
  77. Haapala, A.; Honkanen, M.; Liimatainen, H.; Stoor, T.; Niinimäki, J. Hydrodynamic drag and rise velocity of microbubbles in papermaking process waters. Chem. Eng. J. 2010, 162, 956–964. [Google Scholar] [CrossRef]
  78. Díaz, E.; Muñoz, E.; Vega, A.; Ordóñez, S. Enhancement of the CO2 Retention Capacity of Y Zeolites by Na and Cs Treatments:  Effect of Adsorption Temperature and Water Treatment. Ind. Eng. Chem. Res. 2008, 47, 412–418. [Google Scholar] [CrossRef]
  79. Yazaydın, A.Ö.; Benin, A.I.; Faheem, S.A.; Jakubczak, P.; Low, J.J.; Willis, R.R.; Snurr, R.Q. Enhanced CO2 Adsorption in Metal-Organic Frameworks via Occupation of Open-Metal Sites by Coordinated Water Molecules. Chem. Mater. 2009, 21, 1425–1430. [Google Scholar] [CrossRef]
  80. Xu, D.; Xiao, P.; Zhang, J.; Li, G.; Xiao, G.; Webley, P.A.; Zhai, Y. Effects of water vapour on CO2 capture with vacuum swing adsorption using activated carbon. Chem. Eng. J. 2013, 230, 64–72. [Google Scholar] [CrossRef]
  81. Qian, Z.; Wei, L.; Mingyue, W.; Guansheng, Q. Application of amine-modified porous materials for CO2 adsorption in mine confined spaces. Colloids Surf. A 2021, 629, 127483. [Google Scholar] [CrossRef]
  82. Qi, G.; Wang, Y.; Estevez, L.; Duan, X.; Anako, N.; Park, A.H.A.; Li, W.; Jones, C.W.; Giannelis, E.P. High efficiency nanocomposite sorbents for CO2 capture based on amine-functionalized mesoporous capsules. Energy Environ. Sci. 2011, 4, 444–452. [Google Scholar] [CrossRef]
  83. Luo, S.; Chen, S.; Chen, S.; Zhuang, L.; Ma, N.; Xu, T.; Li, Q.; Hou, X. Preparation and characterization of amine-functionalized sugarcane bagasse for CO2 capture. J. Environ. Manag. 2016, 168, 142–148. [Google Scholar] [CrossRef] [PubMed]
  84. Zhuang, L.; Chen, S.; Lin, R.; Xu, X. Preparation of a solid amine adsorbent based on polypropylene fiber and its performance for CO2 capture. J. Mater. Res. 2013, 28, 2881–2889. [Google Scholar] [CrossRef]
  85. Gunathilake, C.; Manchanda, A.S.; Ghimire, P.; Kruk, M.; Jaroniec, M. Amine-modified silica nanotubes and nanospheres: Synthesis and CO2 sorption properties. Environ. Sci. Nano 2016, 3, 806–817. [Google Scholar] [CrossRef]
  86. Elrhayam, Y.; Elharfi, A. 3D-QSAR studies of the chemical modification of hydroxyl groups of biomass (cellulose, hemicelluloses and lignin) using quantum chemical descriptors. Heliyon 2019, 5, e02173. [Google Scholar] [CrossRef]
  87. Zafari, R.; Mendonça, F.G.; Tom Baker, R.; Fauteux-Lefebvre, C. Efficient SO2 capture using an amine-functionalized, nanocrystalline cellulose-based adsorbent. Sep. Purif. Technol. 2023, 308, 122917. [Google Scholar] [CrossRef]
  88. Petrovic, B.; Gorbounov, M.; Masoudi Soltani, S. Influence of surface modification on selective CO2 adsorption: A technical review on mechanisms and methods. Microporous Mesoporous Mater. 2021, 312, 110751. [Google Scholar] [CrossRef]
  89. Bonenfant, D.; Mimeault, M.; Hausler, R. Determination of the Structural Features of Distinct Amines Important for the Absorption of CO2 and Regeneration in Aqueous Solution. Ind. Eng. Chem. Res. 2003, 42, 3179–3184. [Google Scholar] [CrossRef]
  90. Høiby, N. A personal history of research on microbial biofilms and biofilm infections. Pathog. Dis. 2014, 70, 205–211. [Google Scholar] [CrossRef]
  91. Sun, L.; Zhang, Y.; Guo, X.; Zhang, L.; Zhang, W.; Man, C.; Jiang, Y. Characterization and transcriptomic basis of biofilm formation by Lactobacillus plantarum J26 isolated from traditional fermented dairy products. LWT 2020, 125, 109333. [Google Scholar] [CrossRef]
  92. Koo, H.; Allan, R.N.; Howlin, R.P.; Stoodley, P.; Hall-Stoodley, L. Targeting microbial biofilms: Current and prospective therapeutic strategies. Nat. Rev. Microbiol. 2017, 15, 740–755. [Google Scholar] [CrossRef] [PubMed]
  93. Ding, S.; Zhang, D.; Sha, Y.; Wang, F.; Liang, C.; Chen, T.; Sun, W.; Zhuang, W.; Yu, B.; Liu, D.; et al. Efficient preparation of phytase from genetically modified Pichia pastoris in immobilised fermentation biofilms adsorbed on surface-modified cotton fibres. Process Biochem. 2021, 111, 69–78. [Google Scholar] [CrossRef]
  94. Zhuang, W.; Yang, J.; Wu, J.; Liu, D.; Zhou, J.; Chen, Y.; Ying, H. Extracellular polymer substances and the heterogeneity of Clostridium acetobutylicum biofilm induced tolerance to acetic acid and butanol. RSC Adv. 2016, 6, 33695–33704. [Google Scholar] [CrossRef]
  95. Wang, H.; Wang, X.; Yu, L.; Gao, F.; Jiang, Y.; Xu, X. Resistance of biofilm formation and formed-biofilm of Escherichia coli O157:H7 exposed to acid stress. LWT 2020, 118, 108787. [Google Scholar] [CrossRef]
  96. Antunes, F.A.F.; Santos, J.C.; Chandel, A.K.; Carrier, D.J.; Peres, G.F.D.; Milessi, T.S.S.; da Silva, S.S. Repeated batches as a feasible industrial process for hemicellulosic ethanol production from sugarcane bagasse by using immobilized yeast cells. Cellulose 2019, 26, 3787–3800. [Google Scholar] [CrossRef]
  97. Chen, P.-C.; Zheng, P.; Ye, X.-Y.; Ji, F. Preparation of A. succinogenes immobilized microfiber membrane for repeated production of succinic acid. Enzym. Microb. Technol. 2017, 98, 34–42. [Google Scholar] [CrossRef] [PubMed]
  98. Ferone, M.; Raganati, F.; Ercole, A.; Olivieri, G.; Salatino, P.; Marzocchella, A. Continuous succinic acid fermentation by Actinobacillus succinogenes in a packed-bed biofilm reactor. Biotechnol. Biofuels 2018, 11, 138. [Google Scholar] [CrossRef]
  99. Xiao, W.; Xu, G.; Li, G. Effect of nanobubble application on performance and structural characteristics of microbial aggregates. Sci. Total Environ. 2021, 765, 142725. [Google Scholar] [CrossRef] [PubMed]
  100. Zheng, Y.; Huang, Y.; Liao, Q.; Fu, Q.; Xia, A.; Zhu, X. Impact of the accumulation and adhesion of released oxygen during Scenedesmus obliquus photosynthesis on biofilm formation and growth. Bioresour. Technol. 2017, 244, 198–205. [Google Scholar] [CrossRef]
  101. Chen, B.; Zhou, S.; Zhang, N.; Liang, H.; Sun, L.; Zhao, X.; Guo, J.; Lu, H. Micro and nano bubbles promoted biofilm formation with strengthen of COD and TN removal synchronously in a blackened and odorous water. Sci. Total Environ. 2022, 837, 155578. [Google Scholar] [CrossRef] [PubMed]
  102. Harun, M.H.C.; Zimmerman, W.B. Membrane defouling using microbubbles generated by fluidic oscillation. Water Supply 2018, 19, 97–106. [Google Scholar] [CrossRef]
  103. Agarwal, A.; Xu, H.; Ng, J.; Liu, Y. Biofilm detachment by self-collapsing air microbubbles: A potential chemical-free cleaning technology for membrane biofouling. J. Mater. Chem. 2012, 22, 2203–2207. [Google Scholar] [CrossRef]
Figure 1. CO2 delivery into cells and bio-SA production pathways. Abbreviations: PEP, Phosphoenolpyruvate; PPC, Phosphoenolpyruvate carboxylase; PCK, Phosphoenolpyruvate carboxykinase; OAA, Oxaloacetate; CA, Carbonic anhydrase.
Figure 1. CO2 delivery into cells and bio-SA production pathways. Abbreviations: PEP, Phosphoenolpyruvate; PPC, Phosphoenolpyruvate carboxylase; PCK, Phosphoenolpyruvate carboxykinase; OAA, Oxaloacetate; CA, Carbonic anhydrase.
Fermentation 09 00967 g001
Figure 2. Main properties of MNBs.
Figure 2. Main properties of MNBs.
Fermentation 09 00967 g002
Figure 3. Mechanism of reaction between organic amines and CO2.
Figure 3. Mechanism of reaction between organic amines and CO2.
Fermentation 09 00967 g003
Table 1. Bio-based SA production using different bacterial species.
Table 1. Bio-based SA production using different bacterial species.
MicroorganismFermentation typeTiter (g·L−1)Productivity (g·L−1·h−1)Reference
A. succiniciproducensAnaerobic, continuous culture8310.4[10]
A. succinogenes FZ53Anaerobic batch105.81.36[11]
A. succinogenes ATCC 55618Anaerobic fed-batch151.443.22[12]
Engineered M. succiniciproducensFed-batch134.25 21.3[13]
B. succiniciproducens JF4016Anaerobic batch191.9[14]
E. coli JW1021Dual-phase, fed-batch114.03.25[15]
E. coli (Tang1527)Dual-phase batch89.41.24[16]
C. glutamicumAnaerobic batch64.161.07[17]
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Chen, X.; Wu, H.; Chen, Y.; Liao, J.; Zhang, W.; Jiang, M. Recent Advancements and Strategies of Improving CO2 Utilization Efficiency in Bio-Succinic Acid Production. Fermentation 2023, 9, 967. https://0-doi-org.brum.beds.ac.uk/10.3390/fermentation9110967

AMA Style

Chen X, Wu H, Chen Y, Liao J, Zhang W, Jiang M. Recent Advancements and Strategies of Improving CO2 Utilization Efficiency in Bio-Succinic Acid Production. Fermentation. 2023; 9(11):967. https://0-doi-org.brum.beds.ac.uk/10.3390/fermentation9110967

Chicago/Turabian Style

Chen, Xin, Hao Wu, Ying Chen, Jingwen Liao, Wenming Zhang, and Min Jiang. 2023. "Recent Advancements and Strategies of Improving CO2 Utilization Efficiency in Bio-Succinic Acid Production" Fermentation 9, no. 11: 967. https://0-doi-org.brum.beds.ac.uk/10.3390/fermentation9110967

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop