The purpose of this study was to identify and compare the degradation efficiencies of free and entrapped bacterial consortia(Staphylococcus capitis CP053957.1 and Achromobacter marplatensis MT078618.1)to different pol...The purpose of this study was to identify and compare the degradation efficiencies of free and entrapped bacterial consortia(Staphylococcus capitis CP053957.1 and Achromobacter marplatensis MT078618.1)to different polymers such as Sodium Alginate(SA),Sodium Alginate/Poly(Vinyl Alcohol)(SA/PVA),and Bushnell Haas Agar(BHA).In addition to SA and SA/PVA,which are cost-effective,non-toxic and have different functional groups,BHA,which is frequently encountered in laboratory-scale studies but has not been used as an entrapment material until now.Based on these,the polymers with different surface morphologies and chemical compositions were analyzed by SEM and FT-IR.While the petroleum removal efficiency was higher with the entrapped bacterial consortia than with the free one,BHA-entrapped bacterial consortium enhanced the petroleum removal more than SA and SA/PVA.Accordingly,the degradation rate of bacterial consortia entrapped with BHA was 2.039 day^(-1),SA/PVA was 1.560,SA was 0.993,the half-life period of BHA-entrapped bacterial consortia is quite low(t_(1/2)=0.339)compared with SA(t_(1/2)=0.444)and SA/PVA(t_(1/2)=0.697).The effects of the four main factors such as:amount of BHA(0.5,1,1.5,2,2.5,3 g),disc size(4,5,6,7,8 mm),inoculum concentration(1,2.5,5,7.5,10 mL),and incubation period on petroleum removal were also investigated.The maximum petroleum removal(94.5%)was obtained at≥2.5 mL of bacterial consortium entrapped in 2 g BHA with a 7 mm disc size at 168 h and the results were also confirmed by statistical analysis.Although a decrease was observed during the reuse of bacterial consortium entrapped in BHA,the petroleum removal was still above 50%at 10th cycle.Based on GC-MS analysis,the removal capacity of BHA-entrapped consortium was over 90%for short-chain n-alkanes and 80%for medium-chain n-alkanes.Overall,the obtained data are expected to provide a potential guideline in cleaning up the large-scale oil pollution in the future.Since there has been no similar study investigating petroleum removal with the bacterial consortia entrapped with BHA,this novel entrapment material can potentially be used in the treatment of petroleum pollution in advanced remediation studies.展开更多
The flocculating activity of a novel bioflocculant MMF1 produced by multiple-microorganism consortia MM1 was investigated. MM1 was composed of strain BAFRT4 identified as Staphylococcus sp. and strain CYGS1 identified...The flocculating activity of a novel bioflocculant MMF1 produced by multiple-microorganism consortia MM1 was investigated. MM1 was composed of strain BAFRT4 identified as Staphylococcus sp. and strain CYGS1 identified as Pseudomonas sp. The flocculating activity of MMF1 isolated from the screening medium was 82.9%, which is remarkably higher than that of the bioflocculant produced by either of the strains under the same condition. Brewery wastewater was also used as the carbon source for MM1, and the cost-effective production medium for MM1 mainly comprised 1.0 L brewery water (chemical oxygen demand (COD) 5000 mg/L), 0.5 g/L urea, 0.5 g/L yeast extract, and 0.2 g/L (NH4)2SO4. The optimal conditions for the production of MMF1 was inoculum size 2%, initial pH 6.0, cultivating temperature 30℃, and shaking speed 160 r/min, under which the flocculating activity of the MMF1 reached 96.8%. Fifteen grams of purified bioflocculant could be recovered from 1.0 L of fermentation broth. MMF1 was identified as a macromolecular substance containing both protein and polysaccharide. It showed good flocculating performance in treating indigotin printing and dyeing wastewater, and the maximal removal efficiencies of COD and chroma were 79.2% and 86.5%, respectively.展开更多
In this study, a pilot wastewater treatment plant was used to evaluate the co-treatment of biological-staining residues and domestic wastewater under non-sterile conditions. A novel microbial consortia formed by Trame...In this study, a pilot wastewater treatment plant was used to evaluate the co-treatment of biological-staining residues and domestic wastewater under non-sterile conditions. A novel microbial consortia formed by Trametes versicolor, Trametes sp, Pleurotus ostreatus, Pseudomonas fluorescens, Pseudomonas azotoformans, Pseudomonas sp, Enterobacter xianfangensis and Bacillus subtillis was inoculated in an extended aeration type bio-reactor. The treatment units were operated during three consecutive cycles during a period of 147 h. After the last operating cycle, the concentrations of Chemical Oxygen Demand, Biochemical Oxygen Demand, Color Units, Total suspended solids, and the pH value were 1695 mg/L, 105 mg/L, 106 CU, 5), 1367 (CU), 566 mg/L (TSS) and 7.0 (pH) respectively. The reduction of pollutants load was related with the ratio of the two types of wastewater (3.5:0.5) combined to increase biodegradability, the concentration of fungi and bacteria used in the consortia (30 × 103 - 55 × 106 CUF/mL Total Fungi and 70 × 107 - 83 × 108 CFU/mL of Total Bacteria) and ligninolytic enzymes production, Laccase (13 - 96 U/L), MnP (9.8 - 39 U/L) and LiP (0.3 - 5.3 U/L). The post-treated effluent was used as irrigation water. Lolium perenne plants were watered during 60 days with post-treated effluent. The results of root weight showed that there are significant differences between the initial water and the effluent obtained after the operational cycles (p = 0.00470). The highest root weights (1 - 1.12 g) were found in plants irrigated with water obtained from the last treatment cycle.展开更多
By comparing the related total cost before and after the formation of purchasing consortia, the impetus of formation is analyzed. Moreover, pointed to different transportation and storage policies, the formation impet...By comparing the related total cost before and after the formation of purchasing consortia, the impetus of formation is analyzed. Moreover, pointed to different transportation and storage policies, the formation impetus is studied in detail and some conclusions are arrived at. Finally the research orientation of the formation impetus of purchasing consortia is exploratory presented under more complicated conditions, and purchasing consortia in more cross-zones and multi-segment will occur in China.展开更多
Bioremediation became a promising technology to resolve arsenic(As)contamination in aquatic environment.Since monoculture such as microalgae or bacteria was sensitive to environmental disturbance and vulnerable to con...Bioremediation became a promising technology to resolve arsenic(As)contamination in aquatic environment.Since monoculture such as microalgae or bacteria was sensitive to environmental disturbance and vulnerable to contamination,green microalgae Chlorella vulgaris and arsenite(As(Ⅲ))-oxidizing bacteria Pseudomonas sp.SMS11 were co-cultured to construct algal-bacterial consortia in the current study.The effects of algae-bacteria(A:B)ratio and exposure As(Ⅲ)concentration on algal growth,As speciation and metabolomic profile were investigated.Algal growth arrested when treated with 100 mg/L As(Ⅲ)without the co-cultured bacteria.By contrast,co-cultured with strain SMS11 significantly enhanced As tolerance in C.vulgaris especially with A:B ratio of 1:10.All the As(Ⅲ)in culture media of the consortia were oxidized into As(Ⅴ)on day 7.Methylation of As was observed on day 14.Over 1% and 0.5% of total As were converted into dimethylarsinic acid(DMA)after 21days cultivation when the initial concentrations of As(Ⅲ)were 1 and 10 mg/L,respectively.Metabolomic analysis was further performed to reveal the response of consortia metabolites to external As(Ⅲ).The enriched metabolomic pathways were associated with carbohydrate,amino acid and energy metabolisms.Tricarboxylic acid cycle and glyoxylate and dicarboxylate metabolism were upregulated under As stress due to their biological functions on alleviating oxidative stress and protecting cells.Both carbohydrate and amino acid metabolisms provided precursors and potential substrates for energy production and cell protection under abiotic stress.Alterations of the pathways relevant to carbohydrate or amino acid metabolism were triggered by energy requirement.展开更多
Background:Light-driven synthetic microbial consortia are composed of photoautotrophs and heterotrophs.They exhibited better performance in stability,robustness and capacity for handling complex tasks when comparing w...Background:Light-driven synthetic microbial consortia are composed of photoautotrophs and heterotrophs.They exhibited better performance in stability,robustness and capacity for handling complex tasks when comparing with axenic cultures.Different from general microbial consortia,the intrinsic property of photosynthetic oxygen evolution in light-driven synthetic microbial consortia is an important factor affecting the functions of the consortia.Results:In light-driven microbial consortia,the oxygen liberated by photoautotrophs will result in an aerobic environment,which exerts dual effects on different species and processes.On one hand,oxygen is favorable to the synthetic microbial consortia when they are used for wastewater treatment and aerobic chemical production,in which biomass accumulation and oxidized product formation will benefit from the high energy yield of aerobic respiration.On the other hand,the oxygen is harmful to the synthetic microbial consortia when they were used for anaerobic processes including biohydrogen production and bioelectricity generation,in which the presence of oxygen will deactivate some biological components and compete for electrons.Conclusions:Developing anaerobic processes in using light-driven synthetic microbial consortia represents a costeffective alternative for production of chemicals from carbon dioxide and light.Thus,exploring a versatile approach addressing the oxygen dilemma is essential to enable light-driven synthetic microbial consortia to get closer to practical applications.展开更多
The rapid development of synthetic biology enables the design,construction and optimization of synthetic microbial consortia to achieve specific functions.In China,the“973”project-“Design and Construction of Microb...The rapid development of synthetic biology enables the design,construction and optimization of synthetic microbial consortia to achieve specific functions.In China,the“973”project-“Design and Construction of Microbial Consortia”was funded by the National Basic Research Program of China in January 2014.It was proposed to address the fundamental challenges in engineering natural microbial consortia and reconstructing microbial consortia to meet industrial demands.In this review,we will introduce this“973”project,including the significance of microbial consortia,the fundamental scientific issues,the recent research progresses,and some case studies about synthetic microbial consortia in the past two and a half years.展开更多
Background: Synthetic microbial consortia are conglomerations of genetically engineered microbes programmed to cooperatively bring about population-level phenotypes. By coordinating their activity, the constituent st...Background: Synthetic microbial consortia are conglomerations of genetically engineered microbes programmed to cooperatively bring about population-level phenotypes. By coordinating their activity, the constituent strains can display emergent behaviors that are difficult to engineer into isogenic populations. To do so, strains are engineered to communicate with one another through intercellular signaling pathways that depend on cell density. Methods: Here, we used computational modeling to examine how the behavior of synthetic microbial consortia results from the interplay between population dynamics governed by cell growth and internal transcriptional dynamics governed by cell-ceil signaling. Specifically, we examined a synthetic microbial consortium in which two strains each produce signals that down-regulate transcription in the other. Within a single strain this regulatory topology is called a "co-repressive toggle switch" and can lead to bistability. Results: We found that in co-repressive synthetic microbial consortia the existence and stability of different states depend on population-level dynamics. As the two strains passively compete for space within the colony, their relative fractions fluctuate and thus alter the strengths of intercellular signals. These fluctuations drive the consortium to alternative equilibria. Additionally, if the growth rates of the strains depend on their transcriptional states, an additional feedback loop is created that can generate oscillations. Conclusions: Our findings demonstrate that the dynamics of microbial consortia cannot be predicted from their regulatory topologies alone, but are also determined by interactions between the strains. Therefore, when designing synthetic microbial consortia that use intercellular signaling, one must account for growth variations caused by the production of protein.展开更多
Currently,the establishment of synthetic microbial consortia with rational strategies has gained extensive attention,becoming one of the important frontiers of synthetic biology.Systems biology can offer insights into...Currently,the establishment of synthetic microbial consortia with rational strategies has gained extensive attention,becoming one of the important frontiers of synthetic biology.Systems biology can offer insights into the design and construction of synthetic microbial consortia.Taking the high-efficiency production of 2-keto-L-gulonic acid(2-KLG)as an example,we constructed a synthetic microbial consortium“Saccharomyces cerevisiae-Ketogulonigenium vulgare”based on systems biology analysis.In the consortium,K.vulgare was the 2-KLG pro-ducing strain,and S.cerevisiae acted as the helper strain.Comparative transcriptomic analysis was performed on an engineered S.cerevisiae(VTC2)and a wild-type S.cerevisiae BY4741.The results showed that the up-regulated genes in VTC2,compared with BY4741,were mainly involved in glycolysis,TCA cycle,purine metabolism,and biosynthesis of amino acids,B vitamins,and antioxidant proteases,all of which play important roles in pro-moting the growth of K.vulgare.Furthermore,Vitamin C produced by VTC2 could further relieve the oxidative stress in the environment to increase the production of 2-KLG.Therefore,VTC2 would be of great advantage in working with K.vulgare.Thus,the synthetic microbial consortium"VTC2-K.vulgare"was constructed based on transcriptomics analyses,and the accumulation of 2-KLG was increased by 1.49-fold compared with that of mono-cultured K.vulgare,reaching 13.2±0.52 g/L.In addition,the increased production of 2-KLG was accompanied by the up-regulated activities of superoxide dismutase and catalase in the medium and the up-regulated oxidative stress-related genes(sod,cat and gpd)in K.vulgare.The results indicated that the oxida-tive stress in the synthetic microbial consortium was efficiently reduced.Thus,systems analysis confirmed a favorable symbiotic relationship between microorganisms,providing guidance for further engineering synthetic consortia.展开更多
文摘The purpose of this study was to identify and compare the degradation efficiencies of free and entrapped bacterial consortia(Staphylococcus capitis CP053957.1 and Achromobacter marplatensis MT078618.1)to different polymers such as Sodium Alginate(SA),Sodium Alginate/Poly(Vinyl Alcohol)(SA/PVA),and Bushnell Haas Agar(BHA).In addition to SA and SA/PVA,which are cost-effective,non-toxic and have different functional groups,BHA,which is frequently encountered in laboratory-scale studies but has not been used as an entrapment material until now.Based on these,the polymers with different surface morphologies and chemical compositions were analyzed by SEM and FT-IR.While the petroleum removal efficiency was higher with the entrapped bacterial consortia than with the free one,BHA-entrapped bacterial consortium enhanced the petroleum removal more than SA and SA/PVA.Accordingly,the degradation rate of bacterial consortia entrapped with BHA was 2.039 day^(-1),SA/PVA was 1.560,SA was 0.993,the half-life period of BHA-entrapped bacterial consortia is quite low(t_(1/2)=0.339)compared with SA(t_(1/2)=0.444)and SA/PVA(t_(1/2)=0.697).The effects of the four main factors such as:amount of BHA(0.5,1,1.5,2,2.5,3 g),disc size(4,5,6,7,8 mm),inoculum concentration(1,2.5,5,7.5,10 mL),and incubation period on petroleum removal were also investigated.The maximum petroleum removal(94.5%)was obtained at≥2.5 mL of bacterial consortium entrapped in 2 g BHA with a 7 mm disc size at 168 h and the results were also confirmed by statistical analysis.Although a decrease was observed during the reuse of bacterial consortium entrapped in BHA,the petroleum removal was still above 50%at 10th cycle.Based on GC-MS analysis,the removal capacity of BHA-entrapped consortium was over 90%for short-chain n-alkanes and 80%for medium-chain n-alkanes.Overall,the obtained data are expected to provide a potential guideline in cleaning up the large-scale oil pollution in the future.Since there has been no similar study investigating petroleum removal with the bacterial consortia entrapped with BHA,this novel entrapment material can potentially be used in the treatment of petroleum pollution in advanced remediation studies.
基金Project supported by the Specialized Research Fund for the Doctoral Program of Higher Education(No.20050247016)the Program forNew Century Excellent Talents in University(NCET-05-0387).
文摘The flocculating activity of a novel bioflocculant MMF1 produced by multiple-microorganism consortia MM1 was investigated. MM1 was composed of strain BAFRT4 identified as Staphylococcus sp. and strain CYGS1 identified as Pseudomonas sp. The flocculating activity of MMF1 isolated from the screening medium was 82.9%, which is remarkably higher than that of the bioflocculant produced by either of the strains under the same condition. Brewery wastewater was also used as the carbon source for MM1, and the cost-effective production medium for MM1 mainly comprised 1.0 L brewery water (chemical oxygen demand (COD) 5000 mg/L), 0.5 g/L urea, 0.5 g/L yeast extract, and 0.2 g/L (NH4)2SO4. The optimal conditions for the production of MMF1 was inoculum size 2%, initial pH 6.0, cultivating temperature 30℃, and shaking speed 160 r/min, under which the flocculating activity of the MMF1 reached 96.8%. Fifteen grams of purified bioflocculant could be recovered from 1.0 L of fermentation broth. MMF1 was identified as a macromolecular substance containing both protein and polysaccharide. It showed good flocculating performance in treating indigotin printing and dyeing wastewater, and the maximal removal efficiencies of COD and chroma were 79.2% and 86.5%, respectively.
文摘In this study, a pilot wastewater treatment plant was used to evaluate the co-treatment of biological-staining residues and domestic wastewater under non-sterile conditions. A novel microbial consortia formed by Trametes versicolor, Trametes sp, Pleurotus ostreatus, Pseudomonas fluorescens, Pseudomonas azotoformans, Pseudomonas sp, Enterobacter xianfangensis and Bacillus subtillis was inoculated in an extended aeration type bio-reactor. The treatment units were operated during three consecutive cycles during a period of 147 h. After the last operating cycle, the concentrations of Chemical Oxygen Demand, Biochemical Oxygen Demand, Color Units, Total suspended solids, and the pH value were 1695 mg/L, 105 mg/L, 106 CU, 5), 1367 (CU), 566 mg/L (TSS) and 7.0 (pH) respectively. The reduction of pollutants load was related with the ratio of the two types of wastewater (3.5:0.5) combined to increase biodegradability, the concentration of fungi and bacteria used in the consortia (30 × 103 - 55 × 106 CUF/mL Total Fungi and 70 × 107 - 83 × 108 CFU/mL of Total Bacteria) and ligninolytic enzymes production, Laccase (13 - 96 U/L), MnP (9.8 - 39 U/L) and LiP (0.3 - 5.3 U/L). The post-treated effluent was used as irrigation water. Lolium perenne plants were watered during 60 days with post-treated effluent. The results of root weight showed that there are significant differences between the initial water and the effluent obtained after the operational cycles (p = 0.00470). The highest root weights (1 - 1.12 g) were found in plants irrigated with water obtained from the last treatment cycle.
文摘By comparing the related total cost before and after the formation of purchasing consortia, the impetus of formation is analyzed. Moreover, pointed to different transportation and storage policies, the formation impetus is studied in detail and some conclusions are arrived at. Finally the research orientation of the formation impetus of purchasing consortia is exploratory presented under more complicated conditions, and purchasing consortia in more cross-zones and multi-segment will occur in China.
基金supported by the National Natural Science Foundation of China(No.41977351)the Natural Science Foundation of Hunan Province,China(No.2020JJ4698)。
文摘Bioremediation became a promising technology to resolve arsenic(As)contamination in aquatic environment.Since monoculture such as microalgae or bacteria was sensitive to environmental disturbance and vulnerable to contamination,green microalgae Chlorella vulgaris and arsenite(As(Ⅲ))-oxidizing bacteria Pseudomonas sp.SMS11 were co-cultured to construct algal-bacterial consortia in the current study.The effects of algae-bacteria(A:B)ratio and exposure As(Ⅲ)concentration on algal growth,As speciation and metabolomic profile were investigated.Algal growth arrested when treated with 100 mg/L As(Ⅲ)without the co-cultured bacteria.By contrast,co-cultured with strain SMS11 significantly enhanced As tolerance in C.vulgaris especially with A:B ratio of 1:10.All the As(Ⅲ)in culture media of the consortia were oxidized into As(Ⅴ)on day 7.Methylation of As was observed on day 14.Over 1% and 0.5% of total As were converted into dimethylarsinic acid(DMA)after 21days cultivation when the initial concentrations of As(Ⅲ)were 1 and 10 mg/L,respectively.Metabolomic analysis was further performed to reveal the response of consortia metabolites to external As(Ⅲ).The enriched metabolomic pathways were associated with carbohydrate,amino acid and energy metabolisms.Tricarboxylic acid cycle and glyoxylate and dicarboxylate metabolism were upregulated under As stress due to their biological functions on alleviating oxidative stress and protecting cells.Both carbohydrate and amino acid metabolisms provided precursors and potential substrates for energy production and cell protection under abiotic stress.Alterations of the pathways relevant to carbohydrate or amino acid metabolism were triggered by energy requirement.
基金supported by the National Natural Science Foundation of China(No.32201194)the Projects funded by China Postdoctoral Science Foundation(Nos.BX20220333 and 2022M710161)the Strategic Priority Research Program of the Chinese Academy of Sciences(No.XDPB18).
文摘Background:Light-driven synthetic microbial consortia are composed of photoautotrophs and heterotrophs.They exhibited better performance in stability,robustness and capacity for handling complex tasks when comparing with axenic cultures.Different from general microbial consortia,the intrinsic property of photosynthetic oxygen evolution in light-driven synthetic microbial consortia is an important factor affecting the functions of the consortia.Results:In light-driven microbial consortia,the oxygen liberated by photoautotrophs will result in an aerobic environment,which exerts dual effects on different species and processes.On one hand,oxygen is favorable to the synthetic microbial consortia when they are used for wastewater treatment and aerobic chemical production,in which biomass accumulation and oxidized product formation will benefit from the high energy yield of aerobic respiration.On the other hand,the oxygen is harmful to the synthetic microbial consortia when they were used for anaerobic processes including biohydrogen production and bioelectricity generation,in which the presence of oxygen will deactivate some biological components and compete for electrons.Conclusions:Developing anaerobic processes in using light-driven synthetic microbial consortia represents a costeffective alternative for production of chemicals from carbon dioxide and light.Thus,exploring a versatile approach addressing the oxygen dilemma is essential to enable light-driven synthetic microbial consortia to get closer to practical applications.
基金the Ministry of Science and Technology of China(“973”Program:2014CB745100).
文摘The rapid development of synthetic biology enables the design,construction and optimization of synthetic microbial consortia to achieve specific functions.In China,the“973”project-“Design and Construction of Microbial Consortia”was funded by the National Basic Research Program of China in January 2014.It was proposed to address the fundamental challenges in engineering natural microbial consortia and reconstructing microbial consortia to meet industrial demands.In this review,we will introduce this“973”project,including the significance of microbial consortia,the fundamental scientific issues,the recent research progresses,and some case studies about synthetic microbial consortia in the past two and a half years.
基金This work was funded by the National Institutes of Health, through the joint NSF/NIGMS grant R01GM104974 (MRB, KJ), the National Science Foundation grant DMS-1122094 (KJ), the Robert A. Welch Foundation grant C-1729 (MRB), and the National Science Foundation grant 1300319 (60),
文摘Background: Synthetic microbial consortia are conglomerations of genetically engineered microbes programmed to cooperatively bring about population-level phenotypes. By coordinating their activity, the constituent strains can display emergent behaviors that are difficult to engineer into isogenic populations. To do so, strains are engineered to communicate with one another through intercellular signaling pathways that depend on cell density. Methods: Here, we used computational modeling to examine how the behavior of synthetic microbial consortia results from the interplay between population dynamics governed by cell growth and internal transcriptional dynamics governed by cell-ceil signaling. Specifically, we examined a synthetic microbial consortium in which two strains each produce signals that down-regulate transcription in the other. Within a single strain this regulatory topology is called a "co-repressive toggle switch" and can lead to bistability. Results: We found that in co-repressive synthetic microbial consortia the existence and stability of different states depend on population-level dynamics. As the two strains passively compete for space within the colony, their relative fractions fluctuate and thus alter the strengths of intercellular signals. These fluctuations drive the consortium to alternative equilibria. Additionally, if the growth rates of the strains depend on their transcriptional states, an additional feedback loop is created that can generate oscillations. Conclusions: Our findings demonstrate that the dynamics of microbial consortia cannot be predicted from their regulatory topologies alone, but are also determined by interactions between the strains. Therefore, when designing synthetic microbial consortia that use intercellular signaling, one must account for growth variations caused by the production of protein.
基金the National Key Research and Development Program of China(2018YFA0902100)National Natural Science Foundation of China(21676190).
文摘Currently,the establishment of synthetic microbial consortia with rational strategies has gained extensive attention,becoming one of the important frontiers of synthetic biology.Systems biology can offer insights into the design and construction of synthetic microbial consortia.Taking the high-efficiency production of 2-keto-L-gulonic acid(2-KLG)as an example,we constructed a synthetic microbial consortium“Saccharomyces cerevisiae-Ketogulonigenium vulgare”based on systems biology analysis.In the consortium,K.vulgare was the 2-KLG pro-ducing strain,and S.cerevisiae acted as the helper strain.Comparative transcriptomic analysis was performed on an engineered S.cerevisiae(VTC2)and a wild-type S.cerevisiae BY4741.The results showed that the up-regulated genes in VTC2,compared with BY4741,were mainly involved in glycolysis,TCA cycle,purine metabolism,and biosynthesis of amino acids,B vitamins,and antioxidant proteases,all of which play important roles in pro-moting the growth of K.vulgare.Furthermore,Vitamin C produced by VTC2 could further relieve the oxidative stress in the environment to increase the production of 2-KLG.Therefore,VTC2 would be of great advantage in working with K.vulgare.Thus,the synthetic microbial consortium"VTC2-K.vulgare"was constructed based on transcriptomics analyses,and the accumulation of 2-KLG was increased by 1.49-fold compared with that of mono-cultured K.vulgare,reaching 13.2±0.52 g/L.In addition,the increased production of 2-KLG was accompanied by the up-regulated activities of superoxide dismutase and catalase in the medium and the up-regulated oxidative stress-related genes(sod,cat and gpd)in K.vulgare.The results indicated that the oxida-tive stress in the synthetic microbial consortium was efficiently reduced.Thus,systems analysis confirmed a favorable symbiotic relationship between microorganisms,providing guidance for further engineering synthetic consortia.