Abstract
Cyanobacteria are an excellent microbial photosynthetic platform for sustainable carbon dioxide fixation. One bottleneck to limit its application is that the natural carbon flow pathway almost transfers CO2 to glycogen/biomass other than designed biofuels such as ethanol. Here, we used engineered Synechocystis sp. PCC 6803 to explore CO2-to-ethanol potential under atmospheric environment. First, we investigated the effects of two heterologous genes (pyruvate decarboxylase and alcohol dehydrogenase) on ethanol biosynthesis and optimized their promoter. Furthermore, the main carbon flow of the ethanol pathway was strengthened by blocking glycogen storage and pyruvate-to-phosphoenolpyruvate backflow. To recycle carbon atoms that escaped from the tricarboxylic acid cycle, malate was artificially guided back into pyruvate, which also created NADPH balance and promoted acetaldehyde conversion into ethanol. Impressively, we achieved high-rate ethanol production (248 mg/L/day at early 4 days) by fixing atmospheric CO2. Thus, this study exhibits the proof-of-concept that rewiring carbon flow strategies could provide an efficient cyanobacterial platform for sustainable biofuel production from atmospheric CO2.
Carbon flux rewiring enables high rate of CO2-to-ethanol in photosynthetic microorganism.
1. Introduction
The increased level of atmospheric greenhouse gas arises the concern of seeking environmentally friendly technologies to fix and even reuse CO2 as an energy chemical (Fang et al., ). Microbial CO2 fixation has received much attention because of its highly renewable reaction under mild conductions (Gassler et al., ; Satanowski and Bar-Even, ; Chen et al., ,). Among those biotechnologies, photo-driven CO2 bioconversion represents one of the sustainable strategies to generate carbon-neutral biofuels, such as ethanol and butanol (Liu et al., ; Velmurugan and Incharoensakdi, ; Fang et al., ). Thus, it is urgent to develop a photo-driven biosynthesis platform for CO2-to-biofuel production.
Cyanobacterium owns high photosynthesis efficiency (theoretical maximum is 8–10%) and has the potential to convert CO2 into biofuels through the Calvin–Benson–Bassham (CBB) cycle (Santos-Merino et al., ). Notably, it has successfully engineered cyanobacteria to assimilate CO2 and produce value-added chemicals, such as ethylene (Li et al., ), isoprene (Lindberg et al., ), ethanol (Gao et al., ), isobutanol (Miao et al., ), acetone (Lee et al., ), and p-coumaric acid (Gao et al., ). Ethanol as a simple but major renewable biofuel can be easily produced by introducing two heterologous enzymes (pyruvate decarboxylase and alcohol dehydrogenase) in cyanobacteria (Gao et al., ). The model cyanobacterium of Synechocystis sp. PCC 6803 (hereafter Synechocystis) shows double ethanol yield compared to other cyanobacteria such as Synechococcus elongatus PCC 7942 (Dexter and Fu, ). Furthermore, Synechocystis owns clear genetic background to assemble and engineer heterologous pathways, indicating the promising future of CO2-to-ethanol production (Zhang and Bryant, ).
Recently, many efforts have been explored to promote ethanol production in Synechocystis. Optimization of abiotic and biotic factors showed positive effects on cell growth and ethanol synthesis (Heidorn et al., ; Gao et al., ). Overexpressing the ethanol-producing steps or blocking the production of storage polymers (glycogen and polyhydroxybutyrate) was able to increase ethanol production (Namakoshi et al., ; Velmurugan and Incharoensakdi, ). The enhancement of carbon fixation in the CBB cycle also significantly improved the ethanol yield as well as cell growth (Liang et al., ; Roussou et al., ). In addition, co-culture engineering and modular engineering were systematic strategies to achieve high-level ethanol production in photosynthetic microorganisms (Liu et al., ; Velmurugan and Incharoensakdi, ). However, it is difficult to channel the fixed carbon atoms into the target product because of the imbalance of cell growth rate and ethanol byproduct accumulation (Luan et al., ). The above strategies are still challenging to adjust the ethanol pathway in one system and are rarely explored in systematic investigations on promoter optimization, byproduct blocking, and cofactor regeneration on ethanol accumulation. In addition, efficiently fixing atmospheric CO2 into ethanol via Synechocystis is still due to a lack of study.
Herein, to investigate the ethanol-producing potential of optimizing metabolic pathways, the engineered Synechocystis cells were genetically modified in a stepwise approach via inhibiting the phosphoenolpyruvate pathway from pyruvate, removing glycogen storage, and shunting carbon metabolic flux of the tricarboxylic acid cycle. This approach leads to proof-of-concept with high-efficient ethanol production directly from solar energy and atmospheric CO2 and significantly contributes to the sustainability of CO2-to-biofuel conversion.
2. Materials and methods
2.1. Strains and growth conditions
Escherichia coli DH5α carrying various plasmids were grown in LB medium, which contained special antibiotics such as 50 μg/ml spectinomycin (SpR), 50 μg/ml kanamycin (KmR), or 25 μg/ml chloramphenicol (CmR). Synechocystis cells were grown in the BG11 medium and cultured at light conductions (50 μmol photons m−2 s−1 and 30°C). Unless otherwise noted, appropriate antibiotics were added to the BG11 medium.
2.2. Plasmid construction for gene knockout
The pMD18-T vector (TaKaRa, Dalian) is used as a backbone to construct cyanobacterial plasmids, which are presented in Supplementary Table S1. Using PCR to amplify the fragments, the fragment and the vector were double-digested by recombinase (NEW ENGLAND BioLabs Beijing, China). Corresponding primers (SupplementaryTable S2) were used to clone up/down-fragments of the Synechocystis genome, and T4 ligase (NEB, Beijing) was used for ligation. The recombinant pBE406 plasmid (containing 600 bp upstream/downstream slr0168 and spectinomycin resistance gene) for gene knockout is shown in Supplementary Figure S2. Similarly, pMD-slr0301-Ω and pMD-slr1176-Ω were constructed. Otherwise, to construct a recombinant ethanol pathway, the synthesized pdc and yqhD genes (Sangon Biotech Co Ltd., Shanghai) coupled with promoters (PpetE or PpsbA2s) and TrbcL terminator were designed in pBE02/pBE03 (see the target genes including other resistance genes in Supplementary Table S1). Plasmid pBE09 was constructed by inserting the PpsbA2s-maeB expression cassette (maeB gene cloned from E. coli) and TrbcL terminator into the pMD-slr1176-Ω vector.
2.3. Engineered cyanobacteria construction
Synechocystis cells collected at the exponential phase (~1 OD730) were washed with a fresh BG11 medium three times, and then mixed with plasmids (100 ng DNA to 100 μl cyanobacteria) for 5 h and illuminated incubation at 30°C. The above mixture was streaked on a sterile filter membrane for another 24 h of illuminated incubation on the BG11 solid medium. To select the corrected mutant, the filter membrane was further transferred to a solid BG11 medium with corresponding antibiotics. After 2 weeks, single clones sub-cultured on solid plates were isolated in a liquid BG11 medium for analysis. All the strains referred to in this study are presented in Table 1.
Table 1
| Mutant strains | Gene cluster | Productivity |
|---|---|---|
| SYN001 |  | 33 mg/L/day |
| SYN002 |  | 68 mg/L/day |
| SYN003 |  | 85 mg/L/day |
| SYN007 |  | 98 mg/L/day |
| SYN009 |  | 248 mg/L/day |
Engineered strains constructed in this experiment.
The slr0301 gene is a gene encoding phosphoenolpyruvate synthase (PpsA) in the genome of Synechocystis sp. PCC6803, which catalyzes the conversion of pyruvate to phosphoenolpyruvate. The absence of this gene increases the accumulation of the intermediate pyruvate. The slr1176 gene is a gene encoding glucose-1-phosphate adenylate transferase in the genome of PCC6803, which catalyzes the conversion of glucose-1-phosphate (G1P) to ADP-glucose. It is a major rate-limiting enzyme in glycogen synthesis, and its absence can lead to complete inhibition of glycogen synthesis. The slr0168 is a neutral gene in PCC6803 algae cells, and knocking out this gene has no effect on the growth of algae cells, making it a commonly used expression platform.
2.4. Ethanol production and analytical methods
For ethanol production, all the mutants were cultured in a fresh BG11 medium with an initial 0.1 OD730 and cultivated photoautotrophically in a flask (50 μmol photons m−2 s−1 without additional CO2 injection). Notably, the BG11 medium of SYN001 contains 500 nM copper ions to induce the expression of ethanol-producing genes (Ghassemian et al., ; Choi and Park, ). After centrifugation and filtration, supernatant with ethanol was submitted for high-performance liquid chromatography (HPLC) analysis using an Aminex HPX-87H column (Bio-Rad, United States) (Seo et al., ).
2.5. Transcription level analysis
Synechocystis wild-type culture and mutants at 0.6 OD730 were collected after centrifugation (3,500 × g, 15 min, 4°C). RNA extraction and quantitative reverse transcription PCR (RT-qPCR) analysis were performed according to the previous methods (Gao et al., ). The relative transcription levels of targeted genes were estimated using the calculation method of 2−ΔΔCT, in which a higher ΔCT value means low transcription (Livak and Schmittgen, ). The endogenous 16S rRNA was set as a reference gene. All experimental groups were carried out with three biological replicates.
2.6. Statistical analysis
All statistical analyses were performed using GraphPad Prism (version 8.01, United States). The difference in this study was compared by unpaired t-test and statistical significance was set at p < 0.05. ** represents p < 0.01 and *** represents p < 0.001.
3. Results and discussion
3.1. Synthetic ethanol pathway optimization
Generally, there are two precursors (pyruvate and acetyl-CoA) that are involved in ethanol synthesis (Gao et al., ). To determine the optimal ethanol pathway in engineered Synechocystis, the concentrations of those two metabolites were investigated (Supplementary Figure S1). Interestingly, pyruvate linking to the CBB cycle and tricarboxylic acid (TCA) cycle exhibited higher concentration (1.05 μmol/gDW, approximately three times that of acetyl-CoA), indicating that pyruvate was more suitable to serve as the ethanol precursor. Therefore, we attempted to optimize the carbon flow network by selecting a strong pyruvate-acetaldehyde-ethanol pathway.
The synthetic ethanol pathway contained pyruvate decarboxylase (PDC) from Zymomonas mobilis and alcohol dehydrogenase (YqhD) from Escherichia coli (Supplementary Figure S2). Those two enzymes exhibited high activities to convert pyruvate into acetaldehyde and subsequently reduce acetaldehyde into ethanol in other microorganisms (Atsumi et al., ; Gao et al., ). The slr0168 gene not affecting cell growth or photosynthesis was primarily chosen as an exchange site according to previous reports (Dexter and Fu, ; Gao et al., ). Vectors containing upstream/downstream slr0168 gene, antibiotic resistance gene (spectinomycin, SpR), various promoters, target genes (pdc-yqhD), and terminator TrbcL were constructed and integrated into the Synechocystis genome to obtain stable ethanol-producing recombinants (Supplementary Figure S3). Those two strains (SYN001 and SYN002) showed similar growth rates to wild-type Synechocystis (Figure 1A).
Figure 1
Subsequently, promoter optimization to adjust the transcription level of pdc and yqhD was conducted. The RT-qPCR results showed that strong promoter PpsbA2s in recombinant SYN002 obviously improved pdc-yqhD transcription levels, ~2-fold compared to medium-level promoter PpetE in SYN001 (Figure 1B and Supplementary Figure S4). As expected, both recombinants achieved obvious accumulation of ethanol (rarely detected in wild-type Synechocystis), and SYN002 yielded the highest titer (474 mg/L) at 7 days (Figure 1C). Thus, a basic cyanobacterium with photosynthetic CO2-to-ethanol ability was obtained.
3.2. Effect of phosphoenolpyruvate synthase and glycogen synthesis knockout
Blocking carbon loss (phosphoenolpyruvate backflow and glycogen synthesis) was conducted to learn their effects on CO2-to-ethanol production (Figure 2A). From metabolic network analysis (Supplementary Figures S1, S2) and literature investigation (Angermayr et al., ; Dienst et al., ), we learned that native Synechocystis could remarkably turn pyruvate back into the upstream module via highly active phosphoenolpyruvate synthase (PpsA, referred to slr0301 gene). To abolish competitive consumption of pyruvate, we constructed a new cassette (pMD-PpsbA2s-pdc-yqhD) to exchange the slr0301 gene on the genome (Figure 2B). The newly obtained recombinant SYN003 (Δslr0301) exhibited 600 mg/L ethanol yield after 7 days of photosynthetic CO2 conversion (Figure 2C) and approximately 1.3-fold improvement compared to PpsA-existed SYN002. Furthermore, to enhance photosynthetic carbon flux toward the CO2-to-ethanol pathway, a key gene slr1176 related to glycogen synthesis was knocked out via gene exchange cassette (pMD-slr1176-Ω) (Figure 2B). Impressively, the ethanol yield was further improved via double-knockout recombinant SYN007 (Δslr0301 Δslr1176) and obtained more than 700 mg/L titer (Figure 2C). Pyruvate was deduced as a carbon sink in the Embden–Meyerhof–Parnas pathway according to the previous study of glycogen synthesis abolishment (Van Der Woude et al., ). The increased carbon flux of CO2-to-pyruvate probably supported the pyruvate-utilizing reaction of ethanol accumulation. Interestingly, it slightly inhibited cell growth when blocking glycogen synthesis at the slr1176 site (Figure 2C). We deduced that the shift of excessive carbon from the glycolytic pathway and pentose phosphate pathway to ethanol pathway resulted in carbon deficiency of biomass synthesis (Young et al., ).
Figure 2
3.3. Effect of malic enzyme overexpression on ethanol production
The engineered strains in cell proliferation stage should use the TCA cycle to support biomass synthesis, however, resulting in carbon atom loss (Zhang and Bryant, ). Thus, we designed a simple pathway to modify the TCA cycle by improving glyoxylate flux to reduce the carbon loss between isocitrate and succinate (Supplementary Figure S2). Malate close to the end of the TCA cycle was selected as the key metabolite for carbon recycling through an NADP+-dependent malic enzyme from E. coli (Yoshikawa et al., ), which not only converted malate into pyruvate but also increased pyruvate and NADPH pool (Figure 3A). The maeB gene was introduced into the slr1176 site of SYN003, establishing the recombinant SYN009 (Figure 3B). Intriguingly, the cell growth of Synechocystis was rescued, and the SYN009 showed a little fast proliferation after 3 days of photoautotrophic growth (Supplementary Figure S6). Under simulated sunlight source, SYN009 used CO2 as a sole carbon source to produce 1.09 g/L ethanol (Figure 3C and Supplementary Figure S5). Impressively, the time curve showed that before 4 days, SYN009 achieved 248 mg/L/day productivity, the fastest accumulation rate compared to other literature studies (Table 2).
Figure 3
Table 2
| Year | Cyanobacterial type | Engineering strategy | Yield (mg/L) | Time (day) | Productivity (mg/L/day) | Ref. |
|---|---|---|---|---|---|---|
| 1999 | Synechococcus PCC7942 | Overexpress pdc and adh from Zymomonas mobilis | 230 | 7 | 33 | Deng and Coleman () |
| 2009 | Synechocystis PCC6803 | Light driven psbAII promoter, pdc, and adh overexpression | 460 | 6 | 77 | Dexter and Fu () |
| 2012 | Synechocystis PCC6803 | Introduce Z. mobilis PDC, disrupt poly-β-hydroxybutyrate biosynthesis, ADH, and culturing conditions optimization | 5,500 | 26 | 212 | Gao et al. () |
| 2014 | Synechocystis PCC6803 | PpetJ-pdc-adhII (Z. mobilis) at slr1192 | 432 | 18 | 24 | Dienst et al. () |
| 2016 | Synechocystis PCC6803 | Excessive NADPH production by zwf over-expression | 590 | 14 | 42 | Choi and Park () |
| 2016 | Synechocystis PCC6803 | Combinatorial deletions of glgC and phaCE, high cell density culture | ~3,000 | 3 | 1,080–2,010a | Namakoshi et al. () |
| 2018 | Synechocystis PCC6803 | Four CBB cycle enzymes (RuBisCO, FBP/SBPase, TK, FBA) were co-overexpressed with PDC and ADH | 700 | 7 | 100 | Liang et al. () |
| 2020 | Synechococcus PCC7002 | Remove glycogen synthesis genes and introduce ethanologenic cassettes | 2,200 | 10 | 220 | Wang et al. () |
| 2020 | Synechocystis PCC6803 | Co-cultivation of two engineered strains: pdc-adh overexpression and glgC-phaA knockout | 4,500 | 20 | 225 | Velmurugan and Incharoensakdi () |
| 2021 | Synechococcus PCC7942 | Co-expression of ictB, ecaA, and groESL | 200 | 2 | 100 | Chou et al. () |
| 2021 | Synechocystis PCC6803 | Overexpress two enzymes (FBA + TK, FBP/SBPase + FBA) of CBB cycle | 1,200 | 20 | 60 | Roussou et al. () |
| 2023 | Synechocystis PCC6803 | Remodel carbon flow (integrate pdc-yqhD, knockout glgC-ppsA, overexpress maeB) | 992 | 4 | 248 | This study |
Baseline sociodemographic characteristics of participants in the study.
Using high cell density (OD730 = 50) at an initial time and its productivities were determined at first 24 h.
The metabolic flux imbalance between metabolism and synthesis is a big challenge limiting target product yield in microbial cell factories (Oliver et al., ). Choosing suitable promoters to overexpress PDC/YqhD has been usually considered to enhance the carbon flux toward ethanol (Dexter and Fu, ; Gao et al., ), which also exhibited positive results of ethanol production in this study (Supplementary Figure S5). In addition, the overexpression of key enzymes in the CBB cycle was another important strategy to supply sufficient carbon flux in the form of 3-phosphoglycerate (Liang et al., ; Roussou et al., ). Compared to previous reports (Table 2), the carbon flow optimization strategy in our study consumed the minimum number of days to achieve the highest ethanol productivity of ~248 mg/L/day (Table 1). It indicated that a comprehensive and precise adjustment of carbon flow is promising to improve CO2-to-ethanol production in cyanobacteria. Notably, this photosynthetic cell factory still faces the challenge of cell density (Supplementary Figure S6), such as only ~0.6 OD730 increase after 7 days of cultivation under light and atmospheric CO2. New strategies, such as co-cultivation and batch culture with high density, can probably yield outstanding ethanol production (Namakoshi et al., ; Velmurugan and Incharoensakdi, ).
4. Conclusion
We developed a cyanobacterial platform that was entitled to convert atmospheric CO2 into ethanol at high efficiency via stepwise optimization of carbon flow. It showed that carbon flow rewiring strategies, such as integrating strong pyruvate-acetaldehyde-ethanol pathway, blocking carbon loss via inhibition of PEP synthase activity and glycogen synthesis, and recycling carbon atoms via overexpression of exogenous malic enzyme, were beneficial to ethanol synthesis. This study provides a proof-of-concept to create a photosynthetic cell factory that could be further remodeled and optimized for higher CO2-to-biofuel production.
Statements
Data availability statement
The original contributions presented in the study are included in the article/Supplementary material, further inquiries can be directed to the corresponding authors.
Author contributions
E-BG conceived the original idea, carried out the experiment, and wrote the manuscript with input from all authors. ZF and HQ interpreted the results contributed to the final version of the manuscript. JW and HC aided in interpreting the results and worked on the manuscript. ZF and PY contributed to the analysis of the results, the writing of the manuscript, and supervised the project. All authors provided critical feedback and helped shape the research, analysis, and manuscript.
Funding
This work was supported by the National Natural Science Foundation of China (31200019), Ningbo Clinical Research Center for Children's Health and Diseases (2019A21002), Ningbo Top Medical and Health Research Program (No. 2022020405), Project of Faculty of Agricultural Equipment of Jiangsu University (NZXB20210203), and Young Talents Cultivation Program of Jiangsu University.
Acknowledgments
We thank Degang Ning (Institute of Hydrobiology, Chinese Academy of Sciences) for the Synechocystis sp. PCC6803 wild-type strain and his technical expertise.
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s note
All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
Supplementary material
The Supplementary Material for this article can be found online at: https://www.frontiersin.org/articles/10.3389/fmicb.2023.1211004/full#supplementary-material
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Summary
Keywords
cyanobacteria, metabolic engineering, cofactor regeneration, CO2 fixation, photosynthetic cell factory
Citation
Gao E-B, Wu J, Ye P, Qiu H, Chen H and Fang Z (2023) Rewiring carbon flow in Synechocystis PCC 6803 for a high rate of CO2-to-ethanol under an atmospheric environment. Front. Microbiol. 14:1211004. doi: 10.3389/fmicb.2023.1211004
Received
24 April 2023
Accepted
09 May 2023
Published
31 May 2023
Volume
14 - 2023
Edited by
Yong Jiang, Fujian Agriculture and Forestry University, China
Reviewed by
Shrameeta Shinde, Miami University, United States; Yue Yi, Beijing Institute of Technology, China
Updates
Copyright
© 2023 Gao, Wu, Ye, Qiu, Chen and Fang.
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*Correspondence: Junhua Wu wudata@163.comZhen Fang zhenfang@ujs.edu.cn
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