Microbial cell factories utilize renewable raw materials for industrial chemical production, providing a promising path for sustainable development. Bacillus subtilis is widely used in industry for its food safety properties, but challenges remain in the limitations of microbial fermentation. This study proposes a novel strategy based on lifespan engineering to design robust B. subtilis chassis cells to supplement traditional metabolic modification strategies that can alleviate cell autolysis, tolerate toxic substrates, and get a higher mass transfer efficiency. The modified chassis cells could produce high levels of l-glutaminase, and tolerate hydroquinone to produce α-arbutin efficiently. In a 5 L bioreactor, the l-glutaminase enzyme activity of the final strain CRE15TG was increased to 2817.4 ± 21.7 U mL−1, about 1.98-fold compared with that of the wild type. The α-arbutin yield of strain CRE15A was increased to 134.7 g L−1, about 1.34-fold compared with that of the WT. To our knowledge, both of the products in this study performed the highest yields reported so far. The chassis modification strategy described in this study can Improve the utilization efficiency of chassis cells, mitigate the possible adverse effects caused by excessive metabolic modification of engineered strains, and provide a new idea for the future design of microbial cell factories.
微生物细胞工厂利用可再生原料生产工业化学品,为可持续发展提供了一条前景广阔的道路。枯草芽孢杆菌因其食品安全特性被广泛应用于工业领域,但微生物发酵的局限性仍是挑战。本研究提出了一种基于生命周期工程学的新策略,以设计稳健的枯草芽孢杆菌底盘细胞来补充传统的代谢改造策略,从而减轻细胞自溶、耐受有毒底物并获得更高的传质效率。改造后的底盘细胞能产生高水平的 l-谷氨酰胺酶,并能耐受对苯二酚,从而高效生产 α-熊果苷。在 5 L 生物反应器中,最终菌株 CRE15TG 的 l-谷氨酰胺酶活性增至 2817.4 ± 21.7 U mL-1,是野生型的 1.98 倍。菌株 CRE15A 的 α-arbutin 产量增至 134.7 g L-1,约为 WT 的 1.34 倍。据我们所知,本研究中的两种产品都是迄今为止所报道的产量最高的。本研究中描述的底盘改造策略可以提高底盘细胞的利用效率,减轻工程菌株过度代谢改造可能带来的不良影响,并为未来微生物细胞工厂的设计提供了新思路。
{"title":"Design-build-test of recombinant Bacillus subtilis chassis cell by lifespan engineering for robust bioprocesses","authors":"Kexin Ren , Qiang Wang , Jianghua Chen , Hengwei Zhang , Zhoule Guo , Meijuan Xu , Zhiming Rao , Xian Zhang","doi":"10.1016/j.synbio.2024.04.004","DOIUrl":"https://doi.org/10.1016/j.synbio.2024.04.004","url":null,"abstract":"<div><p>Microbial cell factories utilize renewable raw materials for industrial chemical production, providing a promising path for sustainable development. <em>Bacillus subtilis</em> is widely used in industry for its food safety properties, but challenges remain in the limitations of microbial fermentation. This study proposes a novel strategy based on lifespan engineering to design robust <em>B. subtilis</em> chassis cells to supplement traditional metabolic modification strategies that can alleviate cell autolysis, tolerate toxic substrates, and get a higher mass transfer efficiency. The modified chassis cells could produce high levels of <span>l</span>-glutaminase, and tolerate hydroquinone to produce <em>α</em>-arbutin efficiently. In a 5 L bioreactor, the <span>l</span>-glutaminase enzyme activity of the final strain CRE15TG was increased to 2817.4 ± 21.7 U mL<sup>−1</sup>, about 1.98-fold compared with that of the wild type. The <em>α</em>-arbutin yield of strain CRE15A was increased to 134.7 g L<sup>−1</sup>, about 1.34-fold compared with that of the WT. To our knowledge, both of the products in this study performed the highest yields reported so far. The chassis modification strategy described in this study can Improve the utilization efficiency of chassis cells, mitigate the possible adverse effects caused by excessive metabolic modification of engineered strains, and provide a new idea for the future design of microbial cell factories.</p></div>","PeriodicalId":22148,"journal":{"name":"Synthetic and Systems Biotechnology","volume":"9 3","pages":"Pages 470-480"},"PeriodicalIF":4.8,"publicationDate":"2024-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405805X24000553/pdfft?md5=5bfdc1af1271a1ff0fba8f57f56cbf3f&pid=1-s2.0-S2405805X24000553-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140551027","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-11DOI: 10.1016/j.synbio.2024.04.006
Wenlong Yan , Xinhua Qi , Zhibei Cao , Mingdong Yao , Mingzhu Ding , Yingjin Yuan
There has been extensive research on the biological recycling of PET waste to address the issue of plastic waste pollution, with ethylene glycol (EG) being one of the main components recovered from this process. Therefore, finding ways to convert PET monomer EG into high-value products is crucial for effective PET waste recycling. In this study, we successfully engineered Escherichia coli to utilize EG and produce glycolic acid (GA), expecting to facilitate the biological recycling of PET waste. The engineered E. coli, able to utilize 10 g/L EG to produce 1.38 g/L GA within 96 h, was initially constructed. Subsequently, strategies based on overexpression of key enzymes and knock-out of the competing pathways are employed to enhance EG utilization along with GA biosynthesis. An engineered E. coli, characterized by the highest GA production titer and substrate conversion rate, was obtained. The GA titer increased to 5.1 g/L with a yield of 0.75 g/g EG, which is the highest level in the shake flake experiments. Transcriptional level analysis and metabolomic analysis were then conducted, revealing that overexpression of key enzymes and knock-out of the competing pathways improved the metabolic flow in the EG utilization. The improved metabolic flow also leads to accelerated synthesis and metabolism of amino acids.
为解决塑料废弃物污染问题,人们对 PET 废弃物的生物循环利用进行了广泛研究,乙二醇(EG)是这一过程中回收的主要成分之一。因此,找到将 PET 单体乙二醇转化为高价值产品的方法对于有效回收 PET 废弃物至关重要。在这项研究中,我们成功改造了大肠杆菌,使其能够利用 EG 生产乙醇酸(GA),从而有望促进 PET 废弃物的生物回收利用。最初构建的工程大肠杆菌能在 96 小时内利用 10 克/升的 EG 产生 1.38 克/升的 GA。随后,采用过表达关键酶和敲除竞争途径的策略来提高 EG 的利用率和 GA 的生物合成。经过改造的大肠杆菌具有最高的 GA 产量滴度和底物转化率。GA 滴度增加到 5.1 克/升,EG 产量为 0.75 克/克,这是摇片实验中的最高水平。随后进行了转录水平分析和代谢组学分析,结果表明,关键酶的过度表达和竞争途径的敲除改善了 EG 利用过程中的代谢流。代谢流的改善还导致氨基酸的合成和代谢加快。
{"title":"Biotransformation of ethylene glycol by engineered Escherichia coli","authors":"Wenlong Yan , Xinhua Qi , Zhibei Cao , Mingdong Yao , Mingzhu Ding , Yingjin Yuan","doi":"10.1016/j.synbio.2024.04.006","DOIUrl":"https://doi.org/10.1016/j.synbio.2024.04.006","url":null,"abstract":"<div><p>There has been extensive research on the biological recycling of PET waste to address the issue of plastic waste pollution, with ethylene glycol (EG) being one of the main components recovered from this process. Therefore, finding ways to convert PET monomer EG into high-value products is crucial for effective PET waste recycling. In this study, we successfully engineered <em>Escherichia coli</em> to utilize EG and produce glycolic acid (GA), expecting to facilitate the biological recycling of PET waste. The engineered <em>E. coli</em>, able to utilize 10 g/L EG to produce 1.38 g/L GA within 96 h, was initially constructed. Subsequently, strategies based on overexpression of key enzymes and knock-out of the competing pathways are employed to enhance EG utilization along with GA biosynthesis. An engineered <em>E. coli</em>, characterized by the highest GA production titer and substrate conversion rate, was obtained. The GA titer increased to 5.1 g/L with a yield of 0.75 g/g EG, which is the highest level in the shake flake experiments. Transcriptional level analysis and metabolomic analysis were then conducted, revealing that overexpression of key enzymes and knock-out of the competing pathways improved the metabolic flow in the EG utilization. The improved metabolic flow also leads to accelerated synthesis and metabolism of amino acids.</p></div>","PeriodicalId":22148,"journal":{"name":"Synthetic and Systems Biotechnology","volume":"9 3","pages":"Pages 531-539"},"PeriodicalIF":4.8,"publicationDate":"2024-04-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405805X24000577/pdfft?md5=418bd2994bbe9c77d546ec0840142fe6&pid=1-s2.0-S2405805X24000577-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140605107","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-10DOI: 10.1016/j.synbio.2024.04.007
Xin-jing Yue, Jia-rui Wang, Jun-ning Zhao, Zhuo Pan, Yue-zhong Li
The chromosomal position effect can significantly affect the transgene expression, which may provide an efficient strategy for the inauguration of alien genes in new hosts, but has been less explored rationally. The bacterium Myxococcus xanthus harbors a large circular high-GC genome, and the position effect in this chassis may result in a thousand-fold expression variation of alien natural products. In this study, we conducted transposon insertion at TA sites on the M. xanthus genome, and used enrichment and dilution indexes to respectively appraise high and low expression potentials of alien genes at insertion sites. The enrichment sites are characteristically distributed along the genome, and the dilution sites are overlapped well with the horizontal transfer genes. We experimentally demonstrated the enrichment sites as high expression integration sites (HEISs), and the dilution sites unsuitable for gene integration expression. This work highlights that HEISs are the plug-and-play sites for efficient expression of integrated genes.
染色体位置效应可显著影响转基因的表达,这可能为外来基因在新宿主中的就位提供了一种有效策略,但这方面的理性探索还较少。黄曲霉菌(Myxococcus xanthus)拥有一个大型环状高GC基因组,该底盘中的位置效应可能导致外来天然产物的表达量发生千倍变化。在这项研究中,我们在黄曲霉菌基因组的 TA 位点进行了转座子插入,并利用富集指数和稀释指数分别评估了外来基因在插入位点的高表达潜力和低表达潜力。富集位点沿基因组呈特征性分布,稀释位点则与水平转移基因有很好的重叠。我们通过实验证明,富集位点是高表达整合位点(HEIS),而稀释位点不适合基因整合表达。这项工作凸显了高表达整合位点是高效表达整合基因的即插即用位点。
{"title":"Determination of the chromosomal position effects for plug-and-play application in the Myxococcus xanthus chassis cells","authors":"Xin-jing Yue, Jia-rui Wang, Jun-ning Zhao, Zhuo Pan, Yue-zhong Li","doi":"10.1016/j.synbio.2024.04.007","DOIUrl":"https://doi.org/10.1016/j.synbio.2024.04.007","url":null,"abstract":"<div><p>The chromosomal position effect can significantly affect the transgene expression, which may provide an efficient strategy for the inauguration of alien genes in new hosts, but has been less explored rationally. The bacterium <em>Myxococcus xanthus</em> harbors a large circular high-GC genome, and the position effect in this chassis may result in a thousand-fold expression variation of alien natural products. In this study, we conducted transposon insertion at TA sites on the <em>M. xanthus</em> genome, and used enrichment and dilution indexes to respectively appraise high and low expression potentials of alien genes at insertion sites. The enrichment sites are characteristically distributed along the genome, and the dilution sites are overlapped well with the horizontal transfer genes. We experimentally demonstrated the enrichment sites as high expression integration sites (HEISs), and the dilution sites unsuitable for gene integration expression. This work highlights that HEISs are the plug-and-play sites for efficient expression of integrated genes.</p></div>","PeriodicalId":22148,"journal":{"name":"Synthetic and Systems Biotechnology","volume":"9 3","pages":"Pages 540-548"},"PeriodicalIF":4.8,"publicationDate":"2024-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405805X24000589/pdfft?md5=0aae53e2a9cd812450b8979ea231696c&pid=1-s2.0-S2405805X24000589-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140621416","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-10DOI: 10.1016/j.synbio.2024.04.005
Zhitao Mao , Jinhui Niu , Jianxiao Zhao , Yuanyuan Huang , Ke Wu , Liyuan Yun , Jirun Guan , Qianqian Yuan , Xiaoping Liao , Zhiwen Wang , Hongwu Ma
Genome-scale metabolic models (GEMs) have been widely employed to predict microorganism behaviors. However, GEMs only consider stoichiometric constraints, leading to a linear increase in simulated growth and product yields as substrate uptake rates rise. This divergence from experimental measurements prompted the creation of enzyme-constrained models (ecModels) for various species, successfully enhancing chemical production. Building upon studies that allocate macromolecule resources, we developed a Python-based workflow (ECMpy) that constructs an enzyme-constrained model. This involves directly imposing an enzyme amount constraint in GEM and accounting for protein subunit composition in reactions. However, this procedure demands manual collection of enzyme kinetic parameter information and subunit composition details, making it rather user-unfriendly. In this work, we've enhanced the ECMpy toolbox to version 2.0, broadening its scope to automatically generate ecGEMs for a wider array of organisms. ECMpy 2.0 automates the retrieval of enzyme kinetic parameters and employs machine learning for predicting these parameters, which significantly enhances parameter coverage. Additionally, ECMpy 2.0 introduces common analytical and visualization features for ecModels, rendering computational results more user accessible. Furthermore, ECMpy 2.0 seamlessly integrates three published algorithms that exploit ecModels to uncover potential targets for metabolic engineering. ECMpy 2.0 is available at https://github.com/tibbdc/ECMpy or as a pip package (https://pypi.org/project/ECMpy/).
{"title":"ECMpy 2.0: A Python package for automated construction and analysis of enzyme-constrained models","authors":"Zhitao Mao , Jinhui Niu , Jianxiao Zhao , Yuanyuan Huang , Ke Wu , Liyuan Yun , Jirun Guan , Qianqian Yuan , Xiaoping Liao , Zhiwen Wang , Hongwu Ma","doi":"10.1016/j.synbio.2024.04.005","DOIUrl":"https://doi.org/10.1016/j.synbio.2024.04.005","url":null,"abstract":"<div><p>Genome-scale metabolic models (GEMs) have been widely employed to predict microorganism behaviors. However, GEMs only consider stoichiometric constraints, leading to a linear increase in simulated growth and product yields as substrate uptake rates rise. This divergence from experimental measurements prompted the creation of enzyme-constrained models (ecModels) for various species, successfully enhancing chemical production. Building upon studies that allocate macromolecule resources, we developed a Python-based workflow (ECMpy) that constructs an enzyme-constrained model. This involves directly imposing an enzyme amount constraint in GEM and accounting for protein subunit composition in reactions. However, this procedure demands manual collection of enzyme kinetic parameter information and subunit composition details, making it rather user-unfriendly. In this work, we've enhanced the ECMpy toolbox to version 2.0, broadening its scope to automatically generate ecGEMs for a wider array of organisms. ECMpy 2.0 automates the retrieval of enzyme kinetic parameters and employs machine learning for predicting these parameters, which significantly enhances parameter coverage. Additionally, ECMpy 2.0 introduces common analytical and visualization features for ecModels, rendering computational results more user accessible. Furthermore, ECMpy 2.0 seamlessly integrates three published algorithms that exploit ecModels to uncover potential targets for metabolic engineering. ECMpy 2.0 is available at <span>https://github.com/tibbdc/ECMpy</span><svg><path></path></svg> or as a pip package (<span>https://pypi.org/project/ECMpy/</span><svg><path></path></svg>).</p></div>","PeriodicalId":22148,"journal":{"name":"Synthetic and Systems Biotechnology","volume":"9 3","pages":"Pages 494-502"},"PeriodicalIF":4.8,"publicationDate":"2024-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405805X24000565/pdfft?md5=839e65c709bae41e81ef9c3792abde80&pid=1-s2.0-S2405805X24000565-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140555454","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-10DOI: 10.1016/j.synbio.2024.04.002
Tiffany Chiu , Yanran Li
Polygalacturonase inhibiting proteins (PGIPs) are plant proteins involved in the inhibition of polygalacturonases (PGs), cell-wall degrading enzymes often secreted by phytopathogenic fungi. Previously, we confirmed that PGIP2 from Phaseolus vulgaris (PvPGIP2) can inhibit the growth of Aspergillus niger and Botrytis cinerea on agar plate. In this study, we further validated the feasibility of using PGIP as an environmental and ecological friendly agent to prevent fungal infection post-harvest. We found that application of either purified PGIP (full length PvPGIP2 or truncated tPvPGIP2_5–8), or PGIP-secreting Saccharomyces cerevisiae strains can effectively inhibit fungal growth and necrotic lesions on tobacco leaf. We also examined the effective amount and thermostability of PGIP when applied on plants. A concentration of 0.75 mg/mL or higher can significantly reduce the area of B. cinerea lesions. The activity of full-length PvPGIPs is not affected after incubation at various temperatures ranging from −20 to 42 °C for 24 h, while truncated tPvPGIP2_5–8 lost some efficacy after incubation at 42 °C. Furthermore, we have also examined the efficacy of PGIP on tomato fruit. When the purified PvPGIP2 proteins were applied to tomato fruit inoculated with B. cinerea at a concentration of roughly 1.0 mg/mL, disease incidence and area of disease had reduced by more than half compared to the controls without PGIP treatment. This study explores the potential of PGIPs as exogenously applied, eco-friendly fungal control agents on fruit and vegetables post-harvest.
{"title":"Polygalacturonase-inhibiting proteins as an exogenously applied natural solution for prevention of postharvest fungal infections","authors":"Tiffany Chiu , Yanran Li","doi":"10.1016/j.synbio.2024.04.002","DOIUrl":"https://doi.org/10.1016/j.synbio.2024.04.002","url":null,"abstract":"<div><p>Polygalacturonase inhibiting proteins (PGIPs) are plant proteins involved in the inhibition of polygalacturonases (PGs), cell-wall degrading enzymes often secreted by phytopathogenic fungi. Previously, we confirmed that PGIP2 from <em>Phaseolus vulgaris</em> (PvPGIP2) can inhibit the growth of <em>Aspergillus niger</em> and <em>Botrytis cinerea</em> on agar plate. In this study, we further validated the feasibility of using PGIP as an environmental and ecological friendly agent to prevent fungal infection post-harvest. We found that application of either purified PGIP (full length PvPGIP2 or truncated tPvPGIP2_5–8), or PGIP-secreting <em>Saccharomyces cerevisiae</em> strains can effectively inhibit fungal growth and necrotic lesions on tobacco leaf. We also examined the effective amount and thermostability of PGIP when applied on plants. A concentration of 0.75 mg/mL or higher can significantly reduce the area of <em>B. cinerea</em> lesions. The activity of full-length PvPGIPs is not affected after incubation at various temperatures ranging from −20 to 42 °C for 24 h, while truncated tPvPGIP2_5–8 lost some efficacy after incubation at 42 °C. Furthermore, we have also examined the efficacy of PGIP on tomato fruit. When the purified PvPGIP2 proteins were applied to tomato fruit inoculated with <em>B. cinerea</em> at a concentration of roughly 1.0 mg/mL<em>,</em> disease incidence and area of disease had reduced by more than half compared to the controls without PGIP treatment. This study explores the potential of PGIPs as exogenously applied, eco-friendly fungal control agents on fruit and vegetables post-harvest.</p></div>","PeriodicalId":22148,"journal":{"name":"Synthetic and Systems Biotechnology","volume":"9 3","pages":"Pages 481-493"},"PeriodicalIF":4.8,"publicationDate":"2024-04-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405805X2400053X/pdfft?md5=6f4f90ec799d6a8b5efa8ca8c66f6d02&pid=1-s2.0-S2405805X2400053X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140552287","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-06DOI: 10.1016/j.synbio.2024.04.001
Ming Zhao , Mengkai Hu , Rumeng Han, Chao Ye, Xiangfei Li, Tianwen Wang, Yan Liu, Zhenglian Xue, Kun Liu
The production of androst-4-ene-3,17-dione (AD) by the steroidal microbial cell factory requires transcription factors (TFs) to participate in metabolic regulation. However, microbial cell factory lacks effective TFs that can respond to AD in its metabolic pathway. Additionally, finding and obtaining natural TFs that specifically respond to AD is a complex and onerous task. In this study, we devised an artificial TF that responds to AD, termed AdT, based on structure-guided molecular dynamics (MD) simulation. According to MD analysis of the conformational changes of AdT after binding to AD, an LBD in which the N- and C-termini exhibited convergence tendencies was used as a microswitch to guide the assembly of a DNA-binding domain lexA, a linker (GGGGS)2, and a transcription activation domain B42 into an artificial TF. As a proof of design, a AD biosensor was designed and constructed in yeast on the basis of the ligand-binding domain (LBD) of hormone receptor. In addition, the transcription factor activity of AdT was increased by 1.44-fold for its variant F320Y. Overall, we created non-natural TF elements for AD microbial cell factory, and expected that the design TF strategy will be applied to running in parallel to the signaling machinery of the host cell.
类固醇微生物细胞工厂生产雄甾-4-烯-3,17-二酮(AD)需要转录因子(TFs)参与代谢调节。然而,微生物细胞工厂缺乏有效的转录因子,无法对其代谢途径中的雄甾-4-烯-3,17-二酮做出反应。此外,寻找和获得对 AD 有特异性反应的天然 TFs 是一项复杂而繁重的任务。在本研究中,我们基于结构引导的分子动力学(MD)模拟,设计了一种能对AD做出反应的人工TF,称为AdT。根据对AdT与AD结合后构象变化的MD分析,我们利用N端和C端表现出趋同趋势的LBD作为微开关,引导DNA结合域lexA、连接子(GGGGS)2和转录激活域B42组装成人工TF。作为设计验证,以激素受体的配体结合结构域(LBD)为基础,在酵母中设计并构建了一个 AD 生物传感器。此外,AdT 的变体 F320Y 的转录因子活性提高了 1.44 倍。总之,我们为AD微生物细胞工厂创造了非天然的转录因子元件,并期望设计的转录因子策略能与宿主细胞的信号机制并行运行。
{"title":"Dynamics design of a non-natural transcription factor responding to androst-4-ene-3,17-dione","authors":"Ming Zhao , Mengkai Hu , Rumeng Han, Chao Ye, Xiangfei Li, Tianwen Wang, Yan Liu, Zhenglian Xue, Kun Liu","doi":"10.1016/j.synbio.2024.04.001","DOIUrl":"https://doi.org/10.1016/j.synbio.2024.04.001","url":null,"abstract":"<div><p>The production of androst-4-ene-3,17-dione (AD) by the steroidal microbial cell factory requires transcription factors (TFs) to participate in metabolic regulation. However, microbial cell factory lacks effective TFs that can respond to AD in its metabolic pathway. Additionally, finding and obtaining natural TFs that specifically respond to AD is a complex and onerous task. In this study, we devised an artificial TF that responds to AD, termed AdT, based on structure-guided molecular dynamics (MD) simulation. According to MD analysis of the conformational changes of AdT after binding to AD, an LBD in which the <em>N</em>- and <em>C</em>-termini exhibited convergence tendencies was used as a microswitch to guide the assembly of a DNA-binding domain lexA, a linker (GGGGS)<sub>2</sub>, and a transcription activation domain B42 into an artificial TF. As a proof of design, a AD biosensor was designed and constructed in yeast on the basis of the ligand-binding domain (LBD) of hormone receptor. In addition, the transcription factor activity of AdT was increased by 1.44-fold for its variant F320Y. Overall, we created non-natural TF elements for AD microbial cell factory, and expected that the design TF strategy will be applied to running in parallel to the signaling machinery of the host cell.</p></div>","PeriodicalId":22148,"journal":{"name":"Synthetic and Systems Biotechnology","volume":"9 3","pages":"Pages 436-444"},"PeriodicalIF":4.8,"publicationDate":"2024-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405805X24000528/pdfft?md5=51e3e96a43524c8d750fe6da5386a023&pid=1-s2.0-S2405805X24000528-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140535007","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-04-04DOI: 10.1016/j.synbio.2024.03.014
Shixue Jin , Huixue Chen , Jun Zhang , Zhi Lin , Xudong Qu , Xinying Jia , Chun Lei
Mollemycin A (MOMA) is a unique glyco-hexadepsipeptide-polyketide that was isolated from a Streptomyces sp. derived from the Australian marine environment. MOMA exhibits remarkable inhibitory activity against both drug-sensitive and multidrug-resistant malaria parasites. Optimizing MOMA through structural modifications or product enhancements is necessary for the development of effective analogues. However, modifying MOMA using chemical approaches is challenging, and the production titer of MOMA in the wild-type strain is low. This study identified and characterized the biosynthetic gene cluster of MOMA for the first time, proposed its complex biosynthetic pathway, and achieved an effective two-pronged enhancement of MOMA production. The fermentation medium was optimized to increase the yield of MOMA from 0.9 mg L−1 to 1.3 mg L−1, a 44% boost. Additionally, a synergistic mutant strain was developed by deleting the momB3 gene and overexpressing momB2, resulting in a 2.6-fold increase from 1.3 mg L−1 to 3.4 mg L−1. These findings pave the way for investigating the biosynthetic mechanism of MOMA, creating opportunities to produce a wide range of MOMA analogues, and developing an efficient strain for the sustainable and economical production of MOMA and its analogues.
{"title":"Analyzing and engineering of the biosynthetic pathway of mollemycin A for enhancing its production","authors":"Shixue Jin , Huixue Chen , Jun Zhang , Zhi Lin , Xudong Qu , Xinying Jia , Chun Lei","doi":"10.1016/j.synbio.2024.03.014","DOIUrl":"https://doi.org/10.1016/j.synbio.2024.03.014","url":null,"abstract":"<div><p>Mollemycin A (MOMA) is a unique glyco-hexadepsipeptide-polyketide that was isolated from a <em>Streptomyces</em> sp. derived from the Australian marine environment. MOMA exhibits remarkable inhibitory activity against both drug-sensitive and multidrug-resistant malaria parasites. Optimizing MOMA through structural modifications or product enhancements is necessary for the development of effective analogues. However, modifying MOMA using chemical approaches is challenging, and the production titer of MOMA in the wild-type strain is low. This study identified and characterized the biosynthetic gene cluster of MOMA for the first time, proposed its complex biosynthetic pathway, and achieved an effective two-pronged enhancement of MOMA production. The fermentation medium was optimized to increase the yield of MOMA from 0.9 mg L<sup>−1</sup> to 1.3 mg L<sup>−1</sup>, a 44% boost. Additionally, a synergistic mutant strain was developed by deleting the <em>momB3</em> gene and overexpressing <em>momB2</em>, resulting in a 2.6-fold increase from 1.3 mg L<sup>−1</sup> to 3.4 mg L<sup>−1</sup>. These findings pave the way for investigating the biosynthetic mechanism of MOMA, creating opportunities to produce a wide range of MOMA analogues, and developing an efficient strain for the sustainable and economical production of MOMA and its analogues.</p></div>","PeriodicalId":22148,"journal":{"name":"Synthetic and Systems Biotechnology","volume":"9 3","pages":"Pages 445-452"},"PeriodicalIF":4.8,"publicationDate":"2024-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405805X24000486/pdfft?md5=a2a64bbb9c008e8fab8b53b72d2f937c&pid=1-s2.0-S2405805X24000486-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140535008","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Vitamin B12 is a complex compound synthesized by microorganisms. The industrial production of vitamin B12 relies on specific microbial fermentation processes. E. coli has been utilized as a host for the de novo biosynthesis of vitamin B12, incorporating approximately 30 heterologous genes. However, a metabolic imbalance in the intricate pathway significantly limits vitamin B12 production. In this study, we employed multivariate modular metabolic engineering to enhance vitamin B12 production in E. coli by manipulating two modules comprising a total of 10 genes within the vitamin B12 biosynthetic pathway. These two modules were integrated into the chromosome of a chassis cell, regulated by T7, J23119, and J23106 promoters to achieve combinatorial pathway optimization. The highest vitamin B12 titer was attained by engineering the two modules controlled by J23119 and T7 promoters. The inclusion of yeast powder to the fermentation medium increased the vitamin B12 titer to 1.52 mg/L. This enhancement was attributed to the effect of yeast powder on elevating the oxygen transfer rate and augmenting the strain's isopropyl-β-d-1-thiogalactopyranoside (IPTG) tolerance. Ultimately, vitamin B12 titer of 2.89 mg/L was achieved through scaled-up fermentation in a 5-liter fermenter. The strategies reported herein will expedite the development of industry-scale vitamin B12 production utilizing E. coli.
{"title":"Multivariate modular metabolic engineering and medium optimization for vitamin B12 production by Escherichia coli","authors":"Feitao Chen , Huan Fang , Jianghua Zhao , Pingtao Jiang , Huina Dong , Ying Zhao , Huiying Wang , Tongcun Zhang , Dawei Zhang","doi":"10.1016/j.synbio.2024.03.017","DOIUrl":"https://doi.org/10.1016/j.synbio.2024.03.017","url":null,"abstract":"<div><p>Vitamin B<sub>12</sub> is a complex compound synthesized by microorganisms. The industrial production of vitamin B<sub>12</sub> relies on specific microbial fermentation processes. <em>E. coli</em> has been utilized as a host for the <em>de novo</em> biosynthesis of vitamin B<sub>12</sub>, incorporating approximately 30 heterologous genes. However, a metabolic imbalance in the intricate pathway significantly limits vitamin B<sub>12</sub> production. In this study, we employed multivariate modular metabolic engineering to enhance vitamin B<sub>12</sub> production in <em>E. coli</em> by manipulating two modules comprising a total of 10 genes within the vitamin B<sub>12</sub> biosynthetic pathway. These two modules were integrated into the chromosome of a chassis cell, regulated by T7, J23119, and J23106 promoters to achieve combinatorial pathway optimization. The highest vitamin B<sub>12</sub> titer was attained by engineering the two modules controlled by J23119 and T7 promoters. The inclusion of yeast powder to the fermentation medium increased the vitamin B<sub>12</sub> titer to 1.52 mg/L. This enhancement was attributed to the effect of yeast powder on elevating the oxygen transfer rate and augmenting the strain's isopropyl-β-<span>d</span>-1-thiogalactopyranoside (IPTG) tolerance. Ultimately, vitamin B<sub>12</sub> titer of 2.89 mg/L was achieved through scaled-up fermentation in a 5-liter fermenter. The strategies reported herein will expedite the development of industry-scale vitamin B<sub>12</sub> production utilizing <em>E. coli</em>.</p></div>","PeriodicalId":22148,"journal":{"name":"Synthetic and Systems Biotechnology","volume":"9 3","pages":"Pages 453-461"},"PeriodicalIF":4.8,"publicationDate":"2024-04-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405805X24000516/pdfft?md5=854b2a1e70071acd954c3cdedd028ee9&pid=1-s2.0-S2405805X24000516-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140539667","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-29DOI: 10.1016/j.synbio.2024.03.013
Rana Azeem Ashraf, Matthias Bureik, Mario Andrea Marchisio
Gene circuits allow cells to carry out complex functions such as the precise regulation of biological metabolic processes. In this study, we combined, in the yeast S. cerevisiae, genetic regulatory elements with the enzymatic reactions of the human CYP2C9 and its redox partner CPR on luciferin substrates and diclofenac. S. cerevisiae cells were permeabilized and used as enzyme bags in order to host these metabolic reactions. We engineered three different (genetic)-enzymatic basic Boolean gates (YES, NOT, and N-IMPLY). In the YES and N-IMPLY gates, human CYP2C9 was expressed under the galactose-inducible GAL1 promoter. The carbon monoxide releasing molecule CORM-401 was used as an input in the NOT and N-IMPLY gates to impair CYP2C9 activity through inhibition of the Fe+2- heme prosthetic group in the active site of the human enzyme. Our study provides a new approach in designing synthetic bio-circuits and optimizing experimental conditions to favor the heterologous expression of human drug metabolic enzymes over their endogenous counterparts. This new approach will help study precise metabolic attributes of human P450s.
{"title":"Design and engineering of logic genetic-enzymatic gates based on the activity of the human CYP2C9 enzyme in permeabilized Saccharomyces cerevisiae cells","authors":"Rana Azeem Ashraf, Matthias Bureik, Mario Andrea Marchisio","doi":"10.1016/j.synbio.2024.03.013","DOIUrl":"https://doi.org/10.1016/j.synbio.2024.03.013","url":null,"abstract":"<div><p>Gene circuits allow cells to carry out complex functions such as the precise regulation of biological metabolic processes. In this study, we combined, in the yeast <em>S. cerevisiae</em>, genetic regulatory elements with the enzymatic reactions of the human CYP2C9 and its redox partner CPR on luciferin substrates and diclofenac. <em>S. cerevisiae</em> cells were permeabilized and used as enzyme bags in order to host these metabolic reactions. We engineered three different (genetic)-enzymatic basic Boolean gates (YES, NOT, and N-IMPLY). In the YES and N-IMPLY gates, human CYP2C9 was expressed under the galactose-inducible <em>GAL1</em> promoter. The carbon monoxide releasing molecule CORM-401 was used as an input in the NOT and N-IMPLY gates to impair CYP2C9 activity through inhibition of the Fe<sup>+2</sup>- heme prosthetic group in the active site of the human enzyme. Our study provides a new approach in designing synthetic bio-circuits and optimizing experimental conditions to favor the heterologous expression of human drug metabolic enzymes over their endogenous counterparts. This new approach will help study precise metabolic attributes of human P450s.</p></div>","PeriodicalId":22148,"journal":{"name":"Synthetic and Systems Biotechnology","volume":"9 3","pages":"Pages 406-415"},"PeriodicalIF":4.8,"publicationDate":"2024-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405805X24000474/pdfft?md5=1b0e86900ca2e71dc42b1d5d44a1c2c4&pid=1-s2.0-S2405805X24000474-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140332469","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-27DOI: 10.1016/j.synbio.2024.03.011
Jeffrey L. Schloßhauer , Lena Tholen , Alexander Körner , Stefan Kubick , Sofia Chatzopoulou , Anja Hönow , Anne Zemella
Chinese hamster ovary (CHO) cells are crucial in biopharmaceutical production due to their scalability and capacity for human-like post-translational modifications. However, toxic proteins and membrane proteins are often difficult-to-express in living cells. Alternatively, cell-free protein synthesis can be employed. This study explores innovative strategies for enhancing the production of challenging proteins through the modification of CHO cells by investigating both, cell-based and cell-free approaches. A major result in our study involves the integration of a mutant eIF2 translation initiation factor and T7 RNA polymerase into CHO cell lysates for cell-free protein synthesis. This resulted in elevated yields, while eliminating the necessity for exogenous additions during cell-free production, thereby substantially enhancing efficiency. Additionally, we explore the potential of the Rosa26 genomic site for the integration of T7 RNA polymerase and cell-based tetracycline-controlled protein expression. These findings provide promising advancements in bioproduction technologies, offering flexibility to switch between cell-free and cell-based protein production as needed.
中国仓鼠卵巢(CHO)细胞具有可扩展性和类似人类翻译后修饰的能力,因此在生物制药生产中至关重要。然而,毒性蛋白和膜蛋白通常很难在活细胞中表达。此外,还可以采用无细胞蛋白质合成法。本研究通过研究基于细胞和无细胞的方法,探索通过修饰 CHO 细胞来提高高难度蛋白质生产的创新策略。我们研究的一项主要成果是将突变的 eIF2 翻译起始因子和 T7 RNA 聚合酶整合到 CHO 细胞裂解液中,进行无细胞蛋白质合成。这不仅提高了产量,而且在无细胞生产过程中无需添加外源物质,从而大大提高了效率。此外,我们还探索了 Rosa26 基因组位点整合 T7 RNA 聚合酶和基于细胞的四环素控制蛋白质表达的潜力。这些发现有望推动生物生产技术的发展,根据需要在无细胞和基于细胞的蛋白质生产之间灵活切换。
{"title":"Promoting the production of challenging proteins via induced expression in CHO cells and modified cell-free lysates harboring T7 RNA polymerase and mutant eIF2α","authors":"Jeffrey L. Schloßhauer , Lena Tholen , Alexander Körner , Stefan Kubick , Sofia Chatzopoulou , Anja Hönow , Anne Zemella","doi":"10.1016/j.synbio.2024.03.011","DOIUrl":"https://doi.org/10.1016/j.synbio.2024.03.011","url":null,"abstract":"<div><p>Chinese hamster ovary (CHO) cells are crucial in biopharmaceutical production due to their scalability and capacity for human-like post-translational modifications. However, toxic proteins and membrane proteins are often difficult-to-express in living cells. Alternatively, cell-free protein synthesis can be employed. This study explores innovative strategies for enhancing the production of challenging proteins through the modification of CHO cells by investigating both, cell-based and cell-free approaches. A major result in our study involves the integration of a mutant eIF2 translation initiation factor and T7 RNA polymerase into CHO cell lysates for cell-free protein synthesis. This resulted in elevated yields, while eliminating the necessity for exogenous additions during cell-free production, thereby substantially enhancing efficiency. Additionally, we explore the potential of the <em>Rosa26</em> genomic site for the integration of T7 RNA polymerase and cell-based tetracycline-controlled protein expression. These findings provide promising advancements in bioproduction technologies, offering flexibility to switch between cell-free and cell-based protein production as needed.</p></div>","PeriodicalId":22148,"journal":{"name":"Synthetic and Systems Biotechnology","volume":"9 3","pages":"Pages 416-424"},"PeriodicalIF":4.8,"publicationDate":"2024-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2405805X24000450/pdfft?md5=b72c35cbaf02c78cd3e50f72c48774d1&pid=1-s2.0-S2405805X24000450-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140345128","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}