Quan Cui, Hui Liu, Chuanzhuang Guo, Jianbin Wang, Yuehan Liu, Yaqi Zhao, Ruiming Wang, Piwu Li, Ting Wang, Junqing Wang, Nan Li
Yarrowia lipolytica is widely used for the industrial production of the natural sweetener erythritol. Despite improvements in fermentation process control and metabolic pathway regulation, bottlenecks still exist in terms of yield and screening technology. Therefore, we constructed an artificial sensor system for effective erythritol detection, established a single-cell droplet-based high-throughput screening system based on fluorescence-activated cell sorting, and obtained Y. lipolytica with improved erythritol production through mutagenesis and high-throughput screening. We used a droplet generator to co-cultivate Y. lipolytica 5-14 with Escherichia coli and used the E. coli fluorescent signal to detect the concentration of erythritol synthesized by Y. lipolytica 5-14 for high-throughput screening. Strains were subjected to UV mutagenesis for 120 s. Under optimized fermentation conditions using Y. lipolytica mutants in 96-well plates, the screening efficiency reached 16.7%. Y. lipolytica 5-14-E6 showed a 21% increase in erythritol to 109.84 g/L. After fermentation at 30°C in a 100 m3 fermenter for 75 h, the mutant Y. lipolytica 5-14-E6 erythritol yield reached 178 g/L.
{"title":"Enhancing the erythritol production of Yarrowia lipolytica by high-throughput screening based on highly sensitive artificial sensor and anchor protein cwp2.","authors":"Quan Cui, Hui Liu, Chuanzhuang Guo, Jianbin Wang, Yuehan Liu, Yaqi Zhao, Ruiming Wang, Piwu Li, Ting Wang, Junqing Wang, Nan Li","doi":"10.1093/jimb/kuae045","DOIUrl":"https://doi.org/10.1093/jimb/kuae045","url":null,"abstract":"<p><p>Yarrowia lipolytica is widely used for the industrial production of the natural sweetener erythritol. Despite improvements in fermentation process control and metabolic pathway regulation, bottlenecks still exist in terms of yield and screening technology. Therefore, we constructed an artificial sensor system for effective erythritol detection, established a single-cell droplet-based high-throughput screening system based on fluorescence-activated cell sorting, and obtained Y. lipolytica with improved erythritol production through mutagenesis and high-throughput screening. We used a droplet generator to co-cultivate Y. lipolytica 5-14 with Escherichia coli and used the E. coli fluorescent signal to detect the concentration of erythritol synthesized by Y. lipolytica 5-14 for high-throughput screening. Strains were subjected to UV mutagenesis for 120 s. Under optimized fermentation conditions using Y. lipolytica mutants in 96-well plates, the screening efficiency reached 16.7%. Y. lipolytica 5-14-E6 showed a 21% increase in erythritol to 109.84 g/L. After fermentation at 30°C in a 100 m3 fermenter for 75 h, the mutant Y. lipolytica 5-14-E6 erythritol yield reached 178 g/L.</p>","PeriodicalId":16092,"journal":{"name":"Journal of Industrial Microbiology & Biotechnology","volume":" ","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142695713","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Lisa A Waidner, Carrie E Daniel, Sarah E Kovar, Jim C Spain
Prediction and process monitoring during natural attenuation, bioremediation and biotreatment require effective strategies for detection and enumeration of the responsible bacteria. The use of 2,4-dinitroanisole (DNAN) as a component of insensitive munitions leads to environmental contamination of firing ranges and manufacturing waste streams. Nocardioides sp strain JS1661 degrades DNAN under aerobic conditions via a pathway involving an unusual DNAN demethylase. We used the deeply branched sequences of DNAN degradation functional genes as a target for development of a molecular method for detection of the bacteria. A qPCR assay was designed for the junction between dnhA and dnhB, the adjacent genes encoding DNAN demethylase. The assay allowed reproducible enumeration of JS1661 during growth in liquid media and soil slurries. Results were consistent with biodegradation of DNAN, accumulation of products and classical biomass estimates including most probable number and OD600. The results provide a sensitive and specific molecular method for prediction of degradation potential and process evaluation during degradation of DNAN.
{"title":"Use of qPCR to Monitor 2,4-Dinitroanisole Degrading Bacteria in Water and Soil Slurry Cultures.","authors":"Lisa A Waidner, Carrie E Daniel, Sarah E Kovar, Jim C Spain","doi":"10.1093/jimb/kuae047","DOIUrl":"https://doi.org/10.1093/jimb/kuae047","url":null,"abstract":"<p><p>Prediction and process monitoring during natural attenuation, bioremediation and biotreatment require effective strategies for detection and enumeration of the responsible bacteria. The use of 2,4-dinitroanisole (DNAN) as a component of insensitive munitions leads to environmental contamination of firing ranges and manufacturing waste streams. Nocardioides sp strain JS1661 degrades DNAN under aerobic conditions via a pathway involving an unusual DNAN demethylase. We used the deeply branched sequences of DNAN degradation functional genes as a target for development of a molecular method for detection of the bacteria. A qPCR assay was designed for the junction between dnhA and dnhB, the adjacent genes encoding DNAN demethylase. The assay allowed reproducible enumeration of JS1661 during growth in liquid media and soil slurries. Results were consistent with biodegradation of DNAN, accumulation of products and classical biomass estimates including most probable number and OD600. The results provide a sensitive and specific molecular method for prediction of degradation potential and process evaluation during degradation of DNAN.</p>","PeriodicalId":16092,"journal":{"name":"Journal of Industrial Microbiology & Biotechnology","volume":" ","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-11-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142695077","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Amanda Fischer, Vanessa Castagna, Shafraz Omer, Micah Marmorstein, Junqi Wu, Shannon Ceballos, Emma Skoog, Carlito B Lebrilla, Chris Suarez, Aletta Schnitzler
The yeast Komagataella phaffii has become a popular host strain among biotechnology startup companies for producing recombinant proteins for food and adult nutrition applications. K. phaffii is a host of choice due to its long history of safe use, open access to protocols and strains, a secretome free of host proteins and proteases, and contract manufacturing organizations with deep knowledge in bioprocess scale-up. However, a recent publication highlighted the abundance of an unknown polysaccharide that accumulates in the supernatant during fermentation. This poses a significant challenge in using K. phaffii as a production host. This polysaccharide leads to difficulties in achieving high purity products and requires specialized and costly downstream processing steps for removal. In this study, we describe the use of the common K. phaffii host strain YB-4290 for production of the bioactive milk protein lactoferrin. Upon purification of lactoferrin using membrane-based separation methods, significant amounts of carbohydrate were co-purified with the protein. It was determined that the carbohydrate is mostly composed of mannose residues with minor amounts of glucose and glucosamine. The polysaccharide fraction has an average molecular weight of 50 kDa and consists mainly of mannan, galactomannan and amylose. In addition, a large fraction of the carbohydrate has an unknown structure likely composed of oligosaccharides. Additional strains were tested in fermentation to further understand the source of the carbohydrates. The commonly used industrial hosts, BG10 and YB-4290, produce a basal level of exopolysaccharide; YB-4290 producing slightly more than BG10. Overexpression of recombinant protein stimulates exopolysaccharide production well above levels produced by the host strains alone. Overall, this study aims to provide a foundation for developing methods to improve the economics of recombinant protein production using K. phaffii as a production host.
Komagataella phaffii酵母已成为生物技术初创公司生产用于食品和成人营养品的重组蛋白质的常用宿主菌株。K. phaffii之所以成为首选宿主,是因为它具有安全使用的悠久历史、开放的方案和菌株、不含宿主蛋白和蛋白酶的分泌组,以及在生物工艺放大方面具有深厚知识的合同生产组织。然而,最近发表的一篇文章强调,发酵过程中会在上清液中积累大量未知多糖。这给使用 K. phaffii 作为生产宿主带来了巨大挑战。这种多糖导致难以获得高纯度的产品,需要专门且成本高昂的下游处理步骤来去除。在本研究中,我们介绍了利用常见的 K. phaffii 宿主菌株 YB-4290 生产生物活性牛奶蛋白乳铁蛋白的情况。使用膜分离方法纯化乳铁蛋白后,发现大量碳水化合物与蛋白质共同纯化。经测定,碳水化合物主要由甘露糖残基组成,还有少量葡萄糖和氨基葡萄糖。多糖部分的平均分子量为 50 kDa,主要由甘露聚糖、半乳甘露聚糖和直链淀粉组成。此外,还有一大部分碳水化合物结构不明,可能由低聚糖组成。为了进一步了解碳水化合物的来源,还对其他菌株进行了发酵测试。常用的工业宿主 BG10 和 YB-4290 产生基本水平的外多糖;YB-4290 产生的外多糖略高于 BG10。过量表达重组蛋白可刺激外多糖的产生,使其远远高于宿主菌株单独产生的水平。总之,本研究旨在为开发方法奠定基础,以提高利用 K. phaffii 作为生产宿主生产重组蛋白的经济效益。
{"title":"Characterization of the exopolysaccharides produced by the industrial yeast Komagataella phaffii.","authors":"Amanda Fischer, Vanessa Castagna, Shafraz Omer, Micah Marmorstein, Junqi Wu, Shannon Ceballos, Emma Skoog, Carlito B Lebrilla, Chris Suarez, Aletta Schnitzler","doi":"10.1093/jimb/kuae046","DOIUrl":"https://doi.org/10.1093/jimb/kuae046","url":null,"abstract":"<p><p>The yeast Komagataella phaffii has become a popular host strain among biotechnology startup companies for producing recombinant proteins for food and adult nutrition applications. K. phaffii is a host of choice due to its long history of safe use, open access to protocols and strains, a secretome free of host proteins and proteases, and contract manufacturing organizations with deep knowledge in bioprocess scale-up. However, a recent publication highlighted the abundance of an unknown polysaccharide that accumulates in the supernatant during fermentation. This poses a significant challenge in using K. phaffii as a production host. This polysaccharide leads to difficulties in achieving high purity products and requires specialized and costly downstream processing steps for removal. In this study, we describe the use of the common K. phaffii host strain YB-4290 for production of the bioactive milk protein lactoferrin. Upon purification of lactoferrin using membrane-based separation methods, significant amounts of carbohydrate were co-purified with the protein. It was determined that the carbohydrate is mostly composed of mannose residues with minor amounts of glucose and glucosamine. The polysaccharide fraction has an average molecular weight of 50 kDa and consists mainly of mannan, galactomannan and amylose. In addition, a large fraction of the carbohydrate has an unknown structure likely composed of oligosaccharides. Additional strains were tested in fermentation to further understand the source of the carbohydrates. The commonly used industrial hosts, BG10 and YB-4290, produce a basal level of exopolysaccharide; YB-4290 producing slightly more than BG10. Overexpression of recombinant protein stimulates exopolysaccharide production well above levels produced by the host strains alone. Overall, this study aims to provide a foundation for developing methods to improve the economics of recombinant protein production using K. phaffii as a production host.</p>","PeriodicalId":16092,"journal":{"name":"Journal of Industrial Microbiology & Biotechnology","volume":" ","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-11-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142693114","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Anna Morgan Crumbley, Shivani Garg, Jonathan Ling Pan, Ramon Gonzalez
Fixed nitrogen fertilizers feed fifty percent of the global population, but most fixed nitrogen production occurs using energy-intensive Haber-Bosch-based chemistry combining nitrogen (N2) from air with gaseous hydrogen (H2) from methane (CH4) at high temperatures and pressures in large-scale facilities sensitive to supply chain disruptions. This work demonstrates the biological transformation of atmospheric nitrogen (N2) into ammonia (NH3) using methane (CH4) as the sole carbon and energy source in a single vessel at ambient pressure and temperature, representing a biological 'room-pressure and room-temperature' route to ammonia (NH3) that could ultimately be developed to support compact, remote, ammonia (NH3) production facilities amenable to distributed biomanufacturing. The synthetic microbial co-culture of engineered methanotroph Methylomicrobium buryatense (now Methylotuvimicrobium buryatense) and diazotroph Azotobacter vinelandii converted three methane (CH4) molecules to L-lactate (C3H6O3) and powered gaseous nitrogen (N2) conversion to ammonia (NH3). The design used division of labor and mutualistic metabolism strategies to address the oxygen sensitivity of nitrogenase and maximize methane oxidation efficiency. Media pH and salinity were central variables supporting co-cultivation. Carbon concentration heavily influenced ammonia production. Smaller scale ammonia (NH3) production near dispersed, abundant, and renewable methane (CH4) sources could reduce disruption risks and capitalize on untapped energy resources.
{"title":"A synthetic co-culture for bioproduction of ammonia from methane and air.","authors":"Anna Morgan Crumbley, Shivani Garg, Jonathan Ling Pan, Ramon Gonzalez","doi":"10.1093/jimb/kuae044","DOIUrl":"https://doi.org/10.1093/jimb/kuae044","url":null,"abstract":"<p><p>Fixed nitrogen fertilizers feed fifty percent of the global population, but most fixed nitrogen production occurs using energy-intensive Haber-Bosch-based chemistry combining nitrogen (N2) from air with gaseous hydrogen (H2) from methane (CH4) at high temperatures and pressures in large-scale facilities sensitive to supply chain disruptions. This work demonstrates the biological transformation of atmospheric nitrogen (N2) into ammonia (NH3) using methane (CH4) as the sole carbon and energy source in a single vessel at ambient pressure and temperature, representing a biological 'room-pressure and room-temperature' route to ammonia (NH3) that could ultimately be developed to support compact, remote, ammonia (NH3) production facilities amenable to distributed biomanufacturing. The synthetic microbial co-culture of engineered methanotroph Methylomicrobium buryatense (now Methylotuvimicrobium buryatense) and diazotroph Azotobacter vinelandii converted three methane (CH4) molecules to L-lactate (C3H6O3) and powered gaseous nitrogen (N2) conversion to ammonia (NH3). The design used division of labor and mutualistic metabolism strategies to address the oxygen sensitivity of nitrogenase and maximize methane oxidation efficiency. Media pH and salinity were central variables supporting co-cultivation. Carbon concentration heavily influenced ammonia production. Smaller scale ammonia (NH3) production near dispersed, abundant, and renewable methane (CH4) sources could reduce disruption risks and capitalize on untapped energy resources.</p>","PeriodicalId":16092,"journal":{"name":"Journal of Industrial Microbiology & Biotechnology","volume":" ","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142675902","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
To develop a host-vector system for use in thermophilic Streptomyces, multi-copy plasmids were screened for thermophilic Streptomyces species using data from public bioresource centers (JCM and NBRC). Of 27 thermophilic Streptomyces strains, three harbored plasmids. One plasmid (pSTVU1), derived from S. thermovulgaris NBRC 16615 (= JCM 4520, ATCC 19284, DSM 40444, ISP 5444, NRRL B-12375, NCIMB 10078), was multi-copy and relatively small in size. Analysis of the sequence of this multi-copy plasmid revealed that it was 7 838 bp and contained at least 10 predicted open reading frames (ORFs). The plasmid was introduced into 14 thermophilic Streptomyces strains (of 18 strains examined) and several mesophilic Streptomyces strains (S. lividans, S. parvulus, and S. avermitilis). pSTVU1 can be transferred by mixed culture because the plasmid encodes the ORF that regulates the transfer function. Plasmid transfer was observed not only between strains within the same species but also between mesophilic Streptomyces and thermophilic Streptomyces (and vice versa); however, the efficiency of this transfer was extremely low. We also confirmed that a derivative of pSTVU1 can be used as a multi-copy vector in the gene expression system that is expected to exhibit gene-dosage effects, establishing a method for efficient production of thermophilic α-amylase.
{"title":"Identification of plasmids from thermophilic Streptomyces strains and development of a gene cloning system for thermophilic Streptomyces species.","authors":"Yuuki Yamada, Ikeda Haruo","doi":"10.1093/jimb/kuae042","DOIUrl":"https://doi.org/10.1093/jimb/kuae042","url":null,"abstract":"<p><p>To develop a host-vector system for use in thermophilic Streptomyces, multi-copy plasmids were screened for thermophilic Streptomyces species using data from public bioresource centers (JCM and NBRC). Of 27 thermophilic Streptomyces strains, three harbored plasmids. One plasmid (pSTVU1), derived from S. thermovulgaris NBRC 16615 (= JCM 4520, ATCC 19284, DSM 40444, ISP 5444, NRRL B-12375, NCIMB 10078), was multi-copy and relatively small in size. Analysis of the sequence of this multi-copy plasmid revealed that it was 7 838 bp and contained at least 10 predicted open reading frames (ORFs). The plasmid was introduced into 14 thermophilic Streptomyces strains (of 18 strains examined) and several mesophilic Streptomyces strains (S. lividans, S. parvulus, and S. avermitilis). pSTVU1 can be transferred by mixed culture because the plasmid encodes the ORF that regulates the transfer function. Plasmid transfer was observed not only between strains within the same species but also between mesophilic Streptomyces and thermophilic Streptomyces (and vice versa); however, the efficiency of this transfer was extremely low. We also confirmed that a derivative of pSTVU1 can be used as a multi-copy vector in the gene expression system that is expected to exhibit gene-dosage effects, establishing a method for efficient production of thermophilic α-amylase.</p>","PeriodicalId":16092,"journal":{"name":"Journal of Industrial Microbiology & Biotechnology","volume":" ","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-11-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142622035","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Nicholas Renegar, Seth Rhoades, Anusha Nair, Anthony J Sinskey, John P Ward, David Ross Appleton
Driven by demand for more sustainable products, research and capital investment has been committed to developing microbially produced oils. While researchers have shown oleaginous yeasts and other microbes can produce low-carbon footprint oils by leveraging waste streams as energy sources, previous analyses have not fully explored the quantity of available waste streams and in turn economy-of-scale enabled on capital and operating expenses. This paper makes parallels to 2G ethanol facilities, enabling a data-driven understanding of large-scale production economics. Production costs are broken down for a variety of scenarios. The analysis finds that reaching price parity with large-scale commodity oils (e.g., palm oil, high-oleic cooking oils, biofuels feedstock oils, lauric acid) is not possible today and unlikely even under aggressive future assumptions about strain productivity. Instead, commercial production must be targeted at end markets where sustainability-conscious consumers are willing to pay the price premiums identified in this paper.
{"title":"Valorizing Waste Streams to Enhance Sustainability and Economics in Microbial Oil Production.","authors":"Nicholas Renegar, Seth Rhoades, Anusha Nair, Anthony J Sinskey, John P Ward, David Ross Appleton","doi":"10.1093/jimb/kuae041","DOIUrl":"https://doi.org/10.1093/jimb/kuae041","url":null,"abstract":"<p><p>Driven by demand for more sustainable products, research and capital investment has been committed to developing microbially produced oils. While researchers have shown oleaginous yeasts and other microbes can produce low-carbon footprint oils by leveraging waste streams as energy sources, previous analyses have not fully explored the quantity of available waste streams and in turn economy-of-scale enabled on capital and operating expenses. This paper makes parallels to 2G ethanol facilities, enabling a data-driven understanding of large-scale production economics. Production costs are broken down for a variety of scenarios. The analysis finds that reaching price parity with large-scale commodity oils (e.g., palm oil, high-oleic cooking oils, biofuels feedstock oils, lauric acid) is not possible today and unlikely even under aggressive future assumptions about strain productivity. Instead, commercial production must be targeted at end markets where sustainability-conscious consumers are willing to pay the price premiums identified in this paper.</p>","PeriodicalId":16092,"journal":{"name":"Journal of Industrial Microbiology & Biotechnology","volume":" ","pages":""},"PeriodicalIF":3.2,"publicationDate":"2024-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142583495","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shawn Kulakowski, Alex Rivier, Rita Kuo, Sonya Mengel, Thomas Eng
Diazotrophic bacteria can reduce atmospheric nitrogen into ammonia enabling bioavailability of the essential element. Many diazotrophs closely associate with plant roots increasing nitrogen availability, acting as plant growth promoters. These associations have the potential to reduce the need for costly synthetic fertilizers if they could be engineered for agricultural applications. However, despite the importance of diazotrophic bacteria, genetic tools are poorly developed in a limited number of species, in turn narrowing the crops and root microbiomes that can be targeted. Here we report optimized protocols and plasmids to manipulate phylogenetically diverse diazotrophs with the goal of enabling synthetic biology and genetic engineering. Three broad-host-range plasmids can be used across multiple diazotrophs, with the identification of one specific plasmid (containing origin of replication RK2 and a kanamycin resistance marker) showing the highest degree of compatibility across bacteria tested. We then demonstrated modular expression by testing seven promoters and eleven ribosomal binding sites using proxy fluorescent proteins. Finally, we tested four small molecule inducible systems to report expression in three diazotrophs and demonstrated genome editing in Klebsiella michiganensis M5al.
{"title":"Development of Modular Expression Across Phylogenetically Distinct Diazotrophs","authors":"Shawn Kulakowski, Alex Rivier, Rita Kuo, Sonya Mengel, Thomas Eng","doi":"10.1093/jimb/kuae033","DOIUrl":"https://doi.org/10.1093/jimb/kuae033","url":null,"abstract":"Diazotrophic bacteria can reduce atmospheric nitrogen into ammonia enabling bioavailability of the essential element. Many diazotrophs closely associate with plant roots increasing nitrogen availability, acting as plant growth promoters. These associations have the potential to reduce the need for costly synthetic fertilizers if they could be engineered for agricultural applications. However, despite the importance of diazotrophic bacteria, genetic tools are poorly developed in a limited number of species, in turn narrowing the crops and root microbiomes that can be targeted. Here we report optimized protocols and plasmids to manipulate phylogenetically diverse diazotrophs with the goal of enabling synthetic biology and genetic engineering. Three broad-host-range plasmids can be used across multiple diazotrophs, with the identification of one specific plasmid (containing origin of replication RK2 and a kanamycin resistance marker) showing the highest degree of compatibility across bacteria tested. We then demonstrated modular expression by testing seven promoters and eleven ribosomal binding sites using proxy fluorescent proteins. Finally, we tested four small molecule inducible systems to report expression in three diazotrophs and demonstrated genome editing in Klebsiella michiganensis M5al.","PeriodicalId":16092,"journal":{"name":"Journal of Industrial Microbiology & Biotechnology","volume":"4 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142205949","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Carolina Teixeira Martins, Ana Paula Jacobus, Renilson Conceição, Douglas Fernandes Barbin, Helena Bolini, Andreas Karoly Gombert
In scenarios where yeast and bacterial cells coexist, it is of interest to simultaneously quantify the concentrations of both cell types, since traditional methods used to determine these concentrations individually take more time and resources. Here, we compared different methods for quantifying the fuel ethanol Saccharomyces cerevisiae PE-2 yeast strain and cells from the probiotic Lactiplantibacillus plantarum strain in microbial suspensions. Individual suspensions were prepared, mixed in 1:1 or 100:1 yeast-to-bacteria ratios, covering the range typically encountered in sugarcane biorefineries, and analyzed using bright field microscopy, manual and automatic Spread-plate and Drop-plate counting, flow cytometry (at 1:1 and 100:1 ratios), and a Coulter Counter (at 1:1 and 100:1 ratios). We observed that for yeast cell counts in the mixture (1:1 and 100:1 ratios), flow cytometry, the Coulter Counter, and both Spread-plate options (manual and automatic CFU counting) yielded statistically similar results, while the Drop-plate and microscopy-based methods gave statistically different results. For bacterial cell quantification, the microscopy-based method, Drop-plate, and both Spread-plate plating options and flow cytometry (1:1 ratio) produced no significantly different results (p > .05). In contrast, the Coulter Counter (1:1 ratio) and flow cytometry (100:1 ratio) presented results statistically different (p < .05). Additionally, quantifying bacterial cells in a mixed suspension at a 100:1 ratio wasn't possible due to an overlap between yeast cell debris and bacterial cells. We conclude that each method has limitations, advantages, and disadvantages. One-Sentence Summary This study compares methods for simultaneously quantifying yeast and bacterial cells in a mixed sample, highlighting that in different cell proportions, some methods cannot quantify both cell types and present distinct advantages and limitations regarding time, cost, and precision.
{"title":"Simultaneous enumeration of yeast and bacterial cells in the context of industrial bioprocesses","authors":"Carolina Teixeira Martins, Ana Paula Jacobus, Renilson Conceição, Douglas Fernandes Barbin, Helena Bolini, Andreas Karoly Gombert","doi":"10.1093/jimb/kuae029","DOIUrl":"https://doi.org/10.1093/jimb/kuae029","url":null,"abstract":"In scenarios where yeast and bacterial cells coexist, it is of interest to simultaneously quantify the concentrations of both cell types, since traditional methods used to determine these concentrations individually take more time and resources. Here, we compared different methods for quantifying the fuel ethanol Saccharomyces cerevisiae PE-2 yeast strain and cells from the probiotic Lactiplantibacillus plantarum strain in microbial suspensions. Individual suspensions were prepared, mixed in 1:1 or 100:1 yeast-to-bacteria ratios, covering the range typically encountered in sugarcane biorefineries, and analyzed using bright field microscopy, manual and automatic Spread-plate and Drop-plate counting, flow cytometry (at 1:1 and 100:1 ratios), and a Coulter Counter (at 1:1 and 100:1 ratios). We observed that for yeast cell counts in the mixture (1:1 and 100:1 ratios), flow cytometry, the Coulter Counter, and both Spread-plate options (manual and automatic CFU counting) yielded statistically similar results, while the Drop-plate and microscopy-based methods gave statistically different results. For bacterial cell quantification, the microscopy-based method, Drop-plate, and both Spread-plate plating options and flow cytometry (1:1 ratio) produced no significantly different results (p &gt; .05). In contrast, the Coulter Counter (1:1 ratio) and flow cytometry (100:1 ratio) presented results statistically different (p &lt; .05). Additionally, quantifying bacterial cells in a mixed suspension at a 100:1 ratio wasn't possible due to an overlap between yeast cell debris and bacterial cells. We conclude that each method has limitations, advantages, and disadvantages. One-Sentence Summary This study compares methods for simultaneously quantifying yeast and bacterial cells in a mixed sample, highlighting that in different cell proportions, some methods cannot quantify both cell types and present distinct advantages and limitations regarding time, cost, and precision.","PeriodicalId":16092,"journal":{"name":"Journal of Industrial Microbiology & Biotechnology","volume":"57 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142205852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Guangxi Huang, Jiarong Li, Jingyuan Lin, Changqing Duan, Guoliang Yan
Lycopene has been widely used in the food industry and medical field due to its antioxidant, anti-cancer, and anti-inflammatory properties. However, achieving efficient manufacture of lycopene using chassis cells on an industrial scale remains a major challenge. Herein, we attempted to integrate multiple metabolic engineering strategies to establish an efficient and balanced lycopene biosynthetic system in Saccharomyces cerevisiae. First, the lycopene synthesis pathway was modularized to sequentially enhance the metabolic flux of the Mevalonate pathway, the acetyl-CoA supply module, and lycopene exogenous enzymatic module. The modular operation enabled the efficient conversion of acetyl-CoA to downstream pathway of lycopene synthesis, resulting in a 3.1-fold increase of lycopene yield. Second, we introduced acetate as an exogenous carbon source and utilized an acetate-repressible promoter to replace the natural ERG9 promoter. This approach not only enhanced the supply of acetyl-CoA but also concurrently diminished the flux towards the competitive ergosterol pathway. As a result, a further 42.3% increase in lycopene production was observed. Third, we optimized NADPH supply and mitigated cytotoxicity by overexpressing ABC transporters to promote lycopene efflux. The obtained strain YLY-PDR11 showed a 12.7-fold increase in extracellular lycopene level compared to the control strain. Finally, the total lycopene yield reached 343.7mg/L, which was 4.3 times higher than that of the initial strain YLY-04. Our results demonstrate that combining multi-modular metabolic engineering with efflux engineering is an effective approach to improve the production of lycopene. This strategy can also be applied to the overproduction of other desirable isoprenoid compounds with similar synthesis and storage patterns in S. cerevisiae.
{"title":"Multi-modular metabolic engineering and efflux engineering for enhanced lycopene production in recombinant Saccharomyces cerevisiae","authors":"Guangxi Huang, Jiarong Li, Jingyuan Lin, Changqing Duan, Guoliang Yan","doi":"10.1093/jimb/kuae015","DOIUrl":"https://doi.org/10.1093/jimb/kuae015","url":null,"abstract":"Lycopene has been widely used in the food industry and medical field due to its antioxidant, anti-cancer, and anti-inflammatory properties. However, achieving efficient manufacture of lycopene using chassis cells on an industrial scale remains a major challenge. Herein, we attempted to integrate multiple metabolic engineering strategies to establish an efficient and balanced lycopene biosynthetic system in Saccharomyces cerevisiae. First, the lycopene synthesis pathway was modularized to sequentially enhance the metabolic flux of the Mevalonate pathway, the acetyl-CoA supply module, and lycopene exogenous enzymatic module. The modular operation enabled the efficient conversion of acetyl-CoA to downstream pathway of lycopene synthesis, resulting in a 3.1-fold increase of lycopene yield. Second, we introduced acetate as an exogenous carbon source and utilized an acetate-repressible promoter to replace the natural ERG9 promoter. This approach not only enhanced the supply of acetyl-CoA but also concurrently diminished the flux towards the competitive ergosterol pathway. As a result, a further 42.3% increase in lycopene production was observed. Third, we optimized NADPH supply and mitigated cytotoxicity by overexpressing ABC transporters to promote lycopene efflux. The obtained strain YLY-PDR11 showed a 12.7-fold increase in extracellular lycopene level compared to the control strain. Finally, the total lycopene yield reached 343.7mg/L, which was 4.3 times higher than that of the initial strain YLY-04. Our results demonstrate that combining multi-modular metabolic engineering with efflux engineering is an effective approach to improve the production of lycopene. This strategy can also be applied to the overproduction of other desirable isoprenoid compounds with similar synthesis and storage patterns in S. cerevisiae.","PeriodicalId":16092,"journal":{"name":"Journal of Industrial Microbiology & Biotechnology","volume":"414 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140584408","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jaehoon Jeong, Vidhya Selvamani, Murali kannan Maruthamuthu, Kulandaisamy Arulsamy, Soon Ho Hong
Escherichia coli were engineered to selectively adsorb and recover lithium from the environment by employing bacterial cell surface display strategy. Lithium binding peptide LBP1 was integrated to the Escherichia coli membrane protein OmpC. The effect of environmental conditions on the adsorption of lithium by recombinant strain was evaluated, and lithium particles on cellular surface was analysed by FE-SEM and XRD. To elevate the lithium adsorption, dimeric, trimeric and tetrameric repeats of the LBP1 peptide was constructed and displayed on the surface of E. coli. The constructed recombinant E. coli displaying LBP1 trimer was applied to real industrial lithium battery wastewater to recover lithium.
{"title":"Application of the surface engineered recombinant Escherichia coli to the industrial battery waste solution for lithium recovery","authors":"Jaehoon Jeong, Vidhya Selvamani, Murali kannan Maruthamuthu, Kulandaisamy Arulsamy, Soon Ho Hong","doi":"10.1093/jimb/kuae012","DOIUrl":"https://doi.org/10.1093/jimb/kuae012","url":null,"abstract":"Escherichia coli were engineered to selectively adsorb and recover lithium from the environment by employing bacterial cell surface display strategy. Lithium binding peptide LBP1 was integrated to the Escherichia coli membrane protein OmpC. The effect of environmental conditions on the adsorption of lithium by recombinant strain was evaluated, and lithium particles on cellular surface was analysed by FE-SEM and XRD. To elevate the lithium adsorption, dimeric, trimeric and tetrameric repeats of the LBP1 peptide was constructed and displayed on the surface of E. coli. The constructed recombinant E. coli displaying LBP1 trimer was applied to real industrial lithium battery wastewater to recover lithium.","PeriodicalId":16092,"journal":{"name":"Journal of Industrial Microbiology & Biotechnology","volume":"35 1","pages":""},"PeriodicalIF":3.4,"publicationDate":"2024-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140584320","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}