Pub Date : 2024-08-23DOI: 10.1016/j.ymben.2024.08.006
Jingjing Li , Jiaoqi Gao , Min Ye , Peng Cai , Wei Yu , Xiaoxin Zhai , Yongjin J. Zhou
Methanol, a rich one-carbon feedstock, can be massively produced from CO2 by the liquid sunshine route, which is helpful to realize carbon neutrality. β-Farnesene is widely used in the production of polymers, surfactants, lubricants, and also serves as a suitable substitute for jet fuel. Constructing an efficient cell factory is a feasible approach for β-farnesene production through methanol biotransformation. Here, we extensively engineered the methylotrophic yeast Ogataea polymorpha for the efficient bio-production of β-farnesene using methanol as the sole carbon source. Our study demonstrated that sufficient supply of precursor acetyl-CoA and cofactor NADPH in an excellent yeast chassis had a 1.3-fold higher β-farnesene production than that of wild-type background strain. Further optimization of the mevalonate pathway and enhancement of acetyl-CoA supply led to a 7-fold increase in β-farnesene accumulation, achieving the highest reported sesquiterpenoids production (14.7 g/L with a yield of 46 mg/g methanol) from one-carbon feedstock under fed-batch fermentation in bioreactor. This study demonstrates the great potential of engineering O. polymorpha for high-level terpenoid production from methanol.
{"title":"Engineering yeast for high-level production of β-farnesene from sole methanol","authors":"Jingjing Li , Jiaoqi Gao , Min Ye , Peng Cai , Wei Yu , Xiaoxin Zhai , Yongjin J. Zhou","doi":"10.1016/j.ymben.2024.08.006","DOIUrl":"10.1016/j.ymben.2024.08.006","url":null,"abstract":"<div><p>Methanol, a rich one-carbon feedstock, can be massively produced from CO<sub>2</sub> by the liquid sunshine route, which is helpful to realize carbon neutrality. β-Farnesene is widely used in the production of polymers, surfactants, lubricants, and also serves as a suitable substitute for jet fuel. Constructing an efficient cell factory is a feasible approach for β-farnesene production through methanol biotransformation. Here, we extensively engineered the methylotrophic yeast <em>Ogataea polymorpha</em> for the efficient bio-production of β-farnesene using methanol as the sole carbon source. Our study demonstrated that sufficient supply of precursor acetyl-CoA and cofactor NADPH in an excellent yeast chassis had a 1.3-fold higher β-farnesene production than that of wild-type background strain. Further optimization of the mevalonate pathway and enhancement of acetyl-CoA supply led to a 7-fold increase in β-farnesene accumulation, achieving the highest reported sesquiterpenoids production (14.7 g/L with a yield of 46 mg/g methanol) from one-carbon feedstock under fed-batch fermentation in bioreactor. This study demonstrates the great potential of engineering <em>O. polymorpha</em> for high-level terpenoid production from methanol.</p></div>","PeriodicalId":18483,"journal":{"name":"Metabolic engineering","volume":"85 ","pages":"Pages 194-200"},"PeriodicalIF":6.8,"publicationDate":"2024-08-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142056048","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-22DOI: 10.1016/j.ymben.2024.08.004
Entong Jia , He Li , Fang He , Xiaoyu Xu , Jia Wei , Gaige Shao , Jingying Liu , Pengda Ma
Tanshinones and phenolic acids are the two main chemical constituents in Salvia miltiorrhiza, which are used clinically for the treatment of hypertension, coronary heart disease, atherosclerosis, and many other diseases, and have broad medicinal value. The efficient synthesis of the target products of these two metabolites in isolated plant tissues cannot be achieved without the regulation and optimization of metabolic pathways, and transcription factors play an important role as common regulatory elements in plant tissue metabolic engineering. However, most of the regulatory effects are specific to one class of metabolites, or an opposing regulation of two classes of metabolites exists. In this study, an artificially modified transcription factor, SmMYB36-VP16, was constructed to enhance tanshinones and phenolic acids in Salvia miltiorrhiza hair roots simultaneously. Further in combination with the elicitors dual-screening technique, by applying the optimal elicitors screened, the tanshinones content in the transgenic hairy roots of Salvia miltiorrhiza reached 6.44 mg/g DW, which was theoretically 6.08-fold that of the controls without any treatment, and the content of phenolic acids reached 141.03 mg/g DW, which was theoretically 5.05-fold that of the controls without any treatment. The combination of artificially modified transcriptional regulatory and elicitors dual-screening techniques has facilitated the ability of plant isolated tissue cell factories to produce targeted medicinal metabolites. This strategy could be applied to other species, laying the foundation for the production of potential natural products for the medicinal industry.
{"title":"Metabolic engineering of artificially modified transcription factor SmMYB36-VP16 for high-level production of tanshinones and phenolic acids","authors":"Entong Jia , He Li , Fang He , Xiaoyu Xu , Jia Wei , Gaige Shao , Jingying Liu , Pengda Ma","doi":"10.1016/j.ymben.2024.08.004","DOIUrl":"10.1016/j.ymben.2024.08.004","url":null,"abstract":"<div><p>Tanshinones and phenolic acids are the two main chemical constituents in <em>Salvia miltiorrhiza</em>, which are used clinically for the treatment of hypertension, coronary heart disease, atherosclerosis, and many other diseases, and have broad medicinal value. The efficient synthesis of the target products of these two metabolites in isolated plant tissues cannot be achieved without the regulation and optimization of metabolic pathways, and transcription factors play an important role as common regulatory elements in plant tissue metabolic engineering. However, most of the regulatory effects are specific to one class of metabolites, or an opposing regulation of two classes of metabolites exists. In this study, an artificially modified transcription factor, SmMYB36-VP16, was constructed to enhance tanshinones and phenolic acids in <em>Salvia miltiorrhiza</em> hair roots simultaneously. Further in combination with the elicitors dual-screening technique, by applying the optimal elicitors screened, the tanshinones content in the transgenic hairy roots of <em>Salvia miltiorrhiza</em> reached 6.44 mg/g DW, which was theoretically 6.08-fold that of the controls without any treatment, and the content of phenolic acids reached 141.03 mg/g DW, which was theoretically 5.05-fold that of the controls without any treatment. The combination of artificially modified transcriptional regulatory and elicitors dual-screening techniques has facilitated the ability of plant isolated tissue cell factories to produce targeted medicinal metabolites. This strategy could be applied to other species, laying the foundation for the production of potential natural products for the medicinal industry.</p></div>","PeriodicalId":18483,"journal":{"name":"Metabolic engineering","volume":"86 ","pages":"Pages 29-40"},"PeriodicalIF":6.8,"publicationDate":"2024-08-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142056049","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-18DOI: 10.1016/j.ymben.2024.08.003
Li Wan, Yingying Zhu, Juntao Ke, Wenli Zhang, Wanmeng Mu
Advancing the formation of artificial membraneless compartments with organizational complexity and diverse functionality remains a challenge. Typically, synthetic compartments or membraneless organelles are made up of intrinsically disordered proteins featuring low-complexity sequences or polypeptides with repeated distinctive short linear motifs. In order to expand the repertoire of tools available for the formation of synthetic membraneless compartments, here, a range of DIshevelled and aXin (DIX) or DIX-like domains undergoing head-to-tail polymerization were demonstrated to self-assemble into aggregates and generate synthetic compartments within E. coli cells. Then, synthetic complex compartments with diverse intracellular morphologies were generated by coexpressing different DIX domains. Further, we genetically incorporated a pair of interacting motifs, comprising a homo-dimeric domain and its anchoring peptide, into the DIX domain and cargo proteins, respectively, resulting in the alteration of both material properties and client recruitment of synthetic compartments. As a proof-of-concept, several human milk oligosaccharide biosynthesis pathways were chosen as model systems. The findings indicated that the recruitment of pathway sequential enzymes into synthetic compartments formed by DIX–DIX heterotypic interactions or by DIX domains embedded with specific interacting motifs efficiently boosted metabolic pathway flux and improved the production of desired chemicals. We propose that these synthetic compartment systems present a potent and adaptable toolkit for controlling metabolic flux and facilitating cellular engineering.
{"title":"Compartmentalization of pathway sequential enzymes into synthetic protein compartments for metabolic flux optimization in Escherichia coli","authors":"Li Wan, Yingying Zhu, Juntao Ke, Wenli Zhang, Wanmeng Mu","doi":"10.1016/j.ymben.2024.08.003","DOIUrl":"10.1016/j.ymben.2024.08.003","url":null,"abstract":"<div><p>Advancing the formation of artificial membraneless compartments with organizational complexity and diverse functionality remains a challenge. Typically, synthetic compartments or membraneless organelles are made up of intrinsically disordered proteins featuring low-complexity sequences or polypeptides with repeated distinctive short linear motifs. In order to expand the repertoire of tools available for the formation of synthetic membraneless compartments, here, a range of DIshevelled and aXin (DIX) or DIX-like domains undergoing head-to-tail polymerization were demonstrated to self-assemble into aggregates and generate synthetic compartments within <em>E. coli</em> cells. Then, synthetic complex compartments with diverse intracellular morphologies were generated by coexpressing different DIX domains. Further, we genetically incorporated a pair of interacting motifs, comprising a homo-dimeric domain and its anchoring peptide, into the DIX domain and cargo proteins, respectively, resulting in the alteration of both material properties and client recruitment of synthetic compartments. As a proof-of-concept, several human milk oligosaccharide biosynthesis pathways were chosen as model systems. The findings indicated that the recruitment of pathway sequential enzymes into synthetic compartments formed by DIX–DIX heterotypic interactions or by DIX domains embedded with specific interacting motifs efficiently boosted metabolic pathway flux and improved the production of desired chemicals. We propose that these synthetic compartment systems present a potent and adaptable toolkit for controlling metabolic flux and facilitating cellular engineering.</p></div>","PeriodicalId":18483,"journal":{"name":"Metabolic engineering","volume":"85 ","pages":"Pages 167-179"},"PeriodicalIF":6.8,"publicationDate":"2024-08-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142009031","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-08-10DOI: 10.1016/j.ymben.2024.08.002
Nicole X. Bennis, Jimme Bieseman, Jean-Marc G. Daran
Despite being present in trace amounts, ethyl esters play a crucial role as flavour compounds in lager beer. In yeast, ethyl hexanoate, ethyl octanoate and ethyl decanoate, responsible for fruity and floral taste tones, are synthesized from the toxic medium chain acyl-CoA intermediates released by the fatty acid synthase complex during the fatty acid biosynthesis, as a protective mechanism. The aim of this study was to enhance the production of ethyl esters in the hybrid lager brewing yeast Saccharomyces pastorianus by improving the medium chain acyl-CoA precursor supply. Through CRISPR-Cas9-based genetic engineering, specific FAS1 and FAS2 genes harbouring mutations in domains of the fatty acid synthesis complex were overexpressed in a single and combinatorial approach. These mutations in the ScFAS genes led to specific overproduction of the respective ethyl esters: overexpression of ScFAS1I306A and ScFAS2G1250S significantly improved ethyl hexanoate production and ScFAS1R1834K boosted the ethyl octanoate production. Combinations of ScFAS1 mutant genes with ScFAS2G1250S greatly enhanced predictably the final ethyl ester concentrations in cultures grown on full malt wort, but also resulted in increased levels of free medium chain fatty acids causing alterations in flavour profiles. Finally, the elevated medium chain fatty acid pool was directed towards the ethyl esters by overexpressing the esterase ScEEB1. The genetically modified S. pastorianus strains were utilized in lager beer production, and the resulting beverage exhibited significantly altered flavour profiles, thereby greatly expanding the possibilities of the flavour palette of lager beers.
{"title":"Unlocking lager's flavour palette by metabolic engineering of Saccharomyces pastorianus for enhanced ethyl ester production","authors":"Nicole X. Bennis, Jimme Bieseman, Jean-Marc G. Daran","doi":"10.1016/j.ymben.2024.08.002","DOIUrl":"10.1016/j.ymben.2024.08.002","url":null,"abstract":"<div><p>Despite being present in trace amounts, ethyl esters play a crucial role as flavour compounds in lager beer. In yeast, ethyl hexanoate, ethyl octanoate and ethyl decanoate, responsible for fruity and floral taste tones, are synthesized from the toxic medium chain acyl-CoA intermediates released by the fatty acid synthase complex during the fatty acid biosynthesis, as a protective mechanism. The aim of this study was to enhance the production of ethyl esters in the hybrid lager brewing yeast <em>Saccharomyces pastorianus</em> by improving the medium chain acyl-CoA precursor supply. Through CRISPR-Cas9-based genetic engineering, specific <em>FAS1</em> and <em>FAS2</em> genes harbouring mutations in domains of the fatty acid synthesis complex were overexpressed in a single and combinatorial approach. These mutations in the <em>ScFAS</em> genes led to specific overproduction of the respective ethyl esters: overexpression of <em>ScFAS1</em><sup><em>I306A</em></sup> and <em>ScFAS2</em><sup><em>G1250S</em></sup> significantly improved ethyl hexanoate production and <em>ScFAS1</em><sup><em>R1834K</em></sup> boosted the ethyl octanoate production. Combinations of <em>ScFAS1</em> mutant genes with <em>ScFAS2</em><sup><em>G1250S</em></sup> greatly enhanced predictably the final ethyl ester concentrations in cultures grown on full malt wort, but also resulted in increased levels of free medium chain fatty acids causing alterations in flavour profiles. Finally, the elevated medium chain fatty acid pool was directed towards the ethyl esters by overexpressing the esterase <em>ScEEB1</em>. The genetically modified <em>S. pastorianus</em> strains were utilized in lager beer production, and the resulting beverage exhibited significantly altered flavour profiles, thereby greatly expanding the possibilities of the flavour palette of lager beers.</p></div>","PeriodicalId":18483,"journal":{"name":"Metabolic engineering","volume":"85 ","pages":"Pages 180-193"},"PeriodicalIF":6.8,"publicationDate":"2024-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1096717624001058/pdfft?md5=4c718fd09a35f483d567c9bb6fe5af7c&pid=1-s2.0-S1096717624001058-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141971425","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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 : 2024-08-05DOI: 10.1016/j.ymben.2024.08.001
Lara P. Munkler , Elsayed T. Mohamed , Ruben Vazquez-Uribe , Victoria Visby Nissen , Peter Rugbjerg , Andreas Worberg , John M. Woodley , Adam M. Feist , Morten O.A. Sommer
Advanced microbiome therapeutics have emerged as a powerful approach for the treatment of numerous diseases. While the genetic instability of genetically engineered microorganisms is a well-known challenge in the scale-up of biomanufacturing processes, it has not yet been investigated for advanced microbiome therapeutics. Here, the evolution of engineered Escherichia coli Nissle 1917 strains producing Interleukin 2 and Aldafermin were investigated in two strain backgrounds with and without the three error-prone DNA polymerases polB, dinB, and umuDC, which contribute to the mutation rate of the host strain. Whole genome short-read sequencing revealed the genetic instability of the pMUT-based production plasmid after serial passaging for approximately 150 generations using an automated platform for high-throughput microbial evolution in five independent lineages for six distinct strains. While a reduction of the number of mutations of 12%–43% could be observed after the deletion of the error-prone DNA polymerases, the interruption of production-relevant genes could not be prevented, highlighting the need for additional strategies to improve the stability of advanced microbiome therapeutics.
先进的微生物组疗法已成为治疗多种疾病的有力方法。虽然基因工程微生物的遗传不稳定性是生物制造工艺规模化过程中的一个众所周知的挑战,但对于先进的微生物组疗法,尚未进行过研究。在这里,研究人员在两种菌株背景下研究了产生白细胞介素 2 和阿达菲菌素的工程大肠杆菌 Nissle 1917 菌株的进化过程,这两种菌株分别含有和不含有三种易出错的 DNA 聚合酶 polB、dinB 和 umuDC,它们会导致宿主菌株的突变率。利用高通量微生物进化自动平台,在六个不同菌株的五个独立品系中连续传代约 150 代后,全基因组短线程测序显示了基于 pMUT 的生产质粒的遗传不稳定性。虽然在删除易出错的 DNA 聚合酶后,可观察到突变数量减少了 12%-43%,但生产相关基因的中断却无法避免,这突出表明需要采取更多策略来提高先进微生物组疗法的稳定性。
{"title":"Genetic heterogeneity of engineered Escherichia coli Nissle 1917 strains during scale-up simulation","authors":"Lara P. Munkler , Elsayed T. Mohamed , Ruben Vazquez-Uribe , Victoria Visby Nissen , Peter Rugbjerg , Andreas Worberg , John M. Woodley , Adam M. Feist , Morten O.A. Sommer","doi":"10.1016/j.ymben.2024.08.001","DOIUrl":"10.1016/j.ymben.2024.08.001","url":null,"abstract":"<div><p>Advanced microbiome therapeutics have emerged as a powerful approach for the treatment of numerous diseases. While the genetic instability of genetically engineered microorganisms is a well-known challenge in the scale-up of biomanufacturing processes, it has not yet been investigated for advanced microbiome therapeutics. Here, the evolution of engineered <em>Escherichia coli</em> Nissle 1917 strains producing Interleukin 2 and Aldafermin were investigated in two strain backgrounds with and without the three error-prone DNA polymerases polB, dinB, and umuDC, which contribute to the mutation rate of the host strain. Whole genome short-read sequencing revealed the genetic instability of the pMUT-based production plasmid after serial passaging for approximately 150 generations using an automated platform for high-throughput microbial evolution in five independent lineages for six distinct strains. While a reduction of the number of mutations of 12%–43% could be observed after the deletion of the error-prone DNA polymerases, the interruption of production-relevant genes could not be prevented, highlighting the need for additional strategies to improve the stability of advanced microbiome therapeutics.</p></div>","PeriodicalId":18483,"journal":{"name":"Metabolic engineering","volume":"85 ","pages":"Pages 159-166"},"PeriodicalIF":6.8,"publicationDate":"2024-08-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141902218","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-27DOI: 10.1016/j.ymben.2024.07.011
Peter H. Winegar , Graham A. Hudson , Luisa B. Dell , Maria C.T. Astolfi , James Reed , Rocky D. Payet , Hugo C.J. Ombredane , Anthony T. Iavarone , Yan Chen , Jennifer W. Gin , Christopher J. Petzold , Anne E. Osbourn , Jay D. Keasling
<div><p>Steroidal alkaloids are FDA-approved drugs (<em>e.g.</em>, Zytiga) and promising drug candidates/leads (<em>e.g.</em>, cyclopamine); yet many of the ≥697 known steroidal alkaloid natural products remain underutilized as drugs because it can be challenging to scale their biosynthesis in their producing organisms. Cyclopamine is a steroidal alkaloid produced by corn lily (<em>Veratrum</em> spp.) plants, and it is an inhibitor of the Hedgehog (Hh) signaling pathway. Therefore, cyclopamine is an important drug candidate/lead to treat human diseases that are associated with dysregulated Hh signaling, such as basal cell carcinoma and acute myeloid leukemia. Cyclopamine and its semi-synthetic derivatives have been studied in (pre)clinical trials as Hh inhibitor-based drugs. However, challenges in scaling the production of cyclopamine have slowed efforts to improve its efficacy and safety profile through (bio)synthetic derivatization, often limiting drug development to synthetic analogs of cyclopamine such as the FDA-approved drugs Odomzo, Daurismo, and Erivedge. If a platform for the scalable and sustainable production of cyclopamine were established, then its (bio)synthetic derivatization, clinical development, and, ultimately, widespread distribution could be accelerated. Ongoing efforts to achieve this goal include the biosynthesis of cyclopamine in <em>Veratrum</em> plant cell culture and the semi-/total chemical synthesis of cyclopamine. Herein, this work advances efforts towards a promising future approach: the biosynthesis of cyclopamine in engineered microorganisms. We completed the heterologous microbial production of verazine (biosynthetic precursor to cyclopamine) from simple sugars (<em>i.e.</em>, glucose and galactose) in engineered <em>Saccharomyces cerevisiae</em> (<em>S. cerevisiae</em>) through the inducible upregulation of the native yeast mevalonate and lanosterol biosynthetic pathways, diversion of biosynthetic flux from ergosterol (<em>i.e.</em>, native sterol in <em>S. cerevisiae</em>) to cholesterol (<em>i.e.</em>, biosynthetic precursor to verazine), and expression of a refactored five-step verazine biosynthetic pathway. The engineered <em>S. cerevisiae</em> strain that produced verazine contains eight heterologous enzymes sourced from seven different species. Importantly, <em>S. cerevisiae</em>-produced verazine was indistinguishable via liquid chromatography-mass spectrometry from both a commercial standard (<em>Veratrum</em> spp. plant-produced) and <em>Nicotiana benthamiana</em>-produced verazine. To the best of our knowledge, this is the first report describing the heterologous production of a steroidal alkaloid in an engineered yeast. Verazine production was ultimately increased through design-build-test-learn cycles to a final titer of 83 ± 3 μg/L (4.1 ± 0.1 μg/g DCW). Together, this research lays the groundwork for future microbial biosynthesis of cyclopamine, (bio)synthetic derivatives of cyclopamine, and other s
甾体生物碱是美国 FDA 批准的药物(如 Zytiga),也是很有前途的候选药物/先导药物(如环丙胺);然而,在已知的≥ 697 种甾体生物碱天然产物中,有许多仍未被充分利用作为药物,因为在其生产生物体中扩大其生物合成具有挑战性。环丙胺是一种由玉米百合(Veratrum spp.)植物产生的甾体生物碱,是刺猬(Hh)信号通路的抑制剂。因此,环丙胺是治疗与 Hh 信号传导失调有关的人类疾病(如基底细胞癌和急性髓性白血病)的重要候选药物/先导药物。作为基于 Hh 抑制剂的药物,环丙胺及其半合成衍生物已在(预)临床试验中得到研究。然而,由于环丙胺的规模化生产面临挑战,通过(生物)合成衍生物来提高其疗效和安全性的工作进展缓慢,药物开发往往局限于环丙胺的合成类似物,如美国 FDA 批准的药物 Odomzo、Daurismo 和 Erivedge。如果能够建立一个可扩展和可持续生产环丙胺的平台,就可以加快环丙胺的(生物)合成衍生、临床开发和最终的广泛传播。为实现这一目标,目前正在进行的工作包括在马鞭草植物细胞培养中生物合成环丙胺以及环丙胺的半/全化学合成。在此,本研究工作将努力推进一种前景广阔的未来方法:在工程微生物中生物合成环丙胺。我们通过诱导上调原生酵母的甲羟戊酸和羊毛甾醇生物合成途径,将麦角甾醇(S. cerevisiae酵母中的原生甾醇)的生物合成通量从麦角甾醇(S. cerevisiae酵母中的原生甾醇)转移到麦角甾醇(S. cerevisiae酵母中的原生甾醇)的生物合成通量,完成了在工程微生物中从单糖(即葡萄糖和半乳糖)异源生产verazine(环丙胺的生物合成前体)的过程、麦角固醇(即 S. cerevisiae 中的原生固醇)转向胆固醇(即吠嗪的生物合成前体),并表达经过重构的五步吠嗪生物合成途径。生产出维拉津的工程化 S. cerevisiae 菌株含有来自七个不同物种的八种异源酶。重要的是,通过液相色谱-质谱分析,S. cerevisiae 生产的verazine与商业标准(马鞭草属植物生产的)和烟草生产的verazine没有区别。据我们所知,这是第一份描述工程酵母异源生产甾体生物碱的报告。通过 "设计-构建-测试-学习 "循环,薇拉嗪的产量最终提高到 83 ± 3 μg/L(4.1 ± 0.1 μg/g DCW)。这项研究为今后微生物生物合成环丙胺、环丙胺的(生物)合成衍生物以及其他甾体生物碱天然产物奠定了基础。
{"title":"Verazine biosynthesis from simple sugars in engineered Saccharomyces cerevisiae","authors":"Peter H. Winegar , Graham A. Hudson , Luisa B. Dell , Maria C.T. Astolfi , James Reed , Rocky D. Payet , Hugo C.J. Ombredane , Anthony T. Iavarone , Yan Chen , Jennifer W. Gin , Christopher J. Petzold , Anne E. Osbourn , Jay D. Keasling","doi":"10.1016/j.ymben.2024.07.011","DOIUrl":"10.1016/j.ymben.2024.07.011","url":null,"abstract":"<div><p>Steroidal alkaloids are FDA-approved drugs (<em>e.g.</em>, Zytiga) and promising drug candidates/leads (<em>e.g.</em>, cyclopamine); yet many of the ≥697 known steroidal alkaloid natural products remain underutilized as drugs because it can be challenging to scale their biosynthesis in their producing organisms. Cyclopamine is a steroidal alkaloid produced by corn lily (<em>Veratrum</em> spp.) plants, and it is an inhibitor of the Hedgehog (Hh) signaling pathway. Therefore, cyclopamine is an important drug candidate/lead to treat human diseases that are associated with dysregulated Hh signaling, such as basal cell carcinoma and acute myeloid leukemia. Cyclopamine and its semi-synthetic derivatives have been studied in (pre)clinical trials as Hh inhibitor-based drugs. However, challenges in scaling the production of cyclopamine have slowed efforts to improve its efficacy and safety profile through (bio)synthetic derivatization, often limiting drug development to synthetic analogs of cyclopamine such as the FDA-approved drugs Odomzo, Daurismo, and Erivedge. If a platform for the scalable and sustainable production of cyclopamine were established, then its (bio)synthetic derivatization, clinical development, and, ultimately, widespread distribution could be accelerated. Ongoing efforts to achieve this goal include the biosynthesis of cyclopamine in <em>Veratrum</em> plant cell culture and the semi-/total chemical synthesis of cyclopamine. Herein, this work advances efforts towards a promising future approach: the biosynthesis of cyclopamine in engineered microorganisms. We completed the heterologous microbial production of verazine (biosynthetic precursor to cyclopamine) from simple sugars (<em>i.e.</em>, glucose and galactose) in engineered <em>Saccharomyces cerevisiae</em> (<em>S. cerevisiae</em>) through the inducible upregulation of the native yeast mevalonate and lanosterol biosynthetic pathways, diversion of biosynthetic flux from ergosterol (<em>i.e.</em>, native sterol in <em>S. cerevisiae</em>) to cholesterol (<em>i.e.</em>, biosynthetic precursor to verazine), and expression of a refactored five-step verazine biosynthetic pathway. The engineered <em>S. cerevisiae</em> strain that produced verazine contains eight heterologous enzymes sourced from seven different species. Importantly, <em>S. cerevisiae</em>-produced verazine was indistinguishable via liquid chromatography-mass spectrometry from both a commercial standard (<em>Veratrum</em> spp. plant-produced) and <em>Nicotiana benthamiana</em>-produced verazine. To the best of our knowledge, this is the first report describing the heterologous production of a steroidal alkaloid in an engineered yeast. Verazine production was ultimately increased through design-build-test-learn cycles to a final titer of 83 ± 3 μg/L (4.1 ± 0.1 μg/g DCW). Together, this research lays the groundwork for future microbial biosynthesis of cyclopamine, (bio)synthetic derivatives of cyclopamine, and other s","PeriodicalId":18483,"journal":{"name":"Metabolic engineering","volume":"85 ","pages":"Pages 145-158"},"PeriodicalIF":6.8,"publicationDate":"2024-07-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141792819","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-25DOI: 10.1016/j.ymben.2024.07.013
Simone Bachleitner, Manja Mølgaard Severinsen, Gregor Lutz, Diethard Mattanovich
A bio-based production of chemical building blocks from renewable, sustainable and non-food substrates is one key element to fight climate crisis. Lactic acid, one such chemical building block is currently produced from first generation feedstocks such as glucose and sucrose, both requiring land and water resources. In this study we aimed for lactic acid production from methanol by utilizing Komagataella phaffii as a production platform. Methanol, a single carbon source has potential as a sustainable substrate as technology allows (electro)chemical hydrogenation of CO2 for methanol production. Here we show that expression of the Lactiplantibacillus plantarum derived lactate dehydrogenase leads to L-lactic acid production in Komagataella phaffii, however, production resulted in low titers and cells subsequently consumed lactic acid again. Gene expression analysis of the methanol-utilizing genes AOX1, FDH1 and DAS2 showed that the presence of lactic acid downregulates transcription of the aforementioned genes, thereby repressing the methanol-utilizing pathway. For activation of the methanol-utilizing pathway in the presence of lactic acid, we constructed strains deficient in transcriptional repressors Nrg1, Mig1-1, and Mig1-2 as well as strains with overrepresentation of transcriptional activators Mxr1 and Mit1. While loss of transcriptional repressors had no significant impact on lactic acid production, overexpression of both transcriptional activators, MXR1 and MIT1, increased lactic acid titers from 4 g L−1 to 17 g L−1 in bioreactor cultivations.
{"title":"Overexpression of the transcriptional activators Mxr1 and Mit1 enhances lactic acid production on methanol in Komagataella phaffii","authors":"Simone Bachleitner, Manja Mølgaard Severinsen, Gregor Lutz, Diethard Mattanovich","doi":"10.1016/j.ymben.2024.07.013","DOIUrl":"10.1016/j.ymben.2024.07.013","url":null,"abstract":"<div><p>A bio-based production of chemical building blocks from renewable, sustainable and non-food substrates is one key element to fight climate crisis. Lactic acid, one such chemical building block is currently produced from first generation feedstocks such as glucose and sucrose, both requiring land and water resources. In this study we aimed for lactic acid production from methanol by utilizing <em>Komagataella phaffii</em> as a production platform. Methanol, a single carbon source has potential as a sustainable substrate as technology allows (electro)chemical hydrogenation of CO<sub>2</sub> for methanol production. Here we show that expression of the <em>Lactiplantibacillus plantarum</em> derived lactate dehydrogenase leads to L-lactic acid production in <em>Komagataella phaffii</em>, however, production resulted in low titers and cells subsequently consumed lactic acid again. Gene expression analysis of the methanol-utilizing genes <em>AOX1</em>, <em>FDH1</em> and <em>DAS2</em> showed that the presence of lactic acid downregulates transcription of the aforementioned genes, thereby repressing the methanol-utilizing pathway. For activation of the methanol-utilizing pathway in the presence of lactic acid, we constructed strains deficient in transcriptional repressors Nrg1, Mig1-1, and Mig1-2 as well as strains with overrepresentation of transcriptional activators Mxr1 and Mit1. While loss of transcriptional repressors had no significant impact on lactic acid production, overexpression of both transcriptional activators, <em>MXR1</em> and <em>MIT1</em>, increased lactic acid titers from 4 g L<sup>−1</sup> to 17 g L<sup>−1</sup> in bioreactor cultivations.</p></div>","PeriodicalId":18483,"journal":{"name":"Metabolic engineering","volume":"85 ","pages":"Pages 133-144"},"PeriodicalIF":6.8,"publicationDate":"2024-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1096717624001034/pdfft?md5=4c9dece2d04ce372cee5eaf95c96d5e0&pid=1-s2.0-S1096717624001034-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141788587","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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 : 2024-07-24DOI: 10.1016/j.ymben.2024.07.012
Jennifer N. Hennigan, Romel Menacho-Melgar, Payel Sarkar, Maximillian Golovsky, Michael D. Lynch
Nanobodies are single-domain antibody fragments that have garnered considerable use as diagnostic and therapeutic agents as well as research tools. However, obtaining pure VHHs, like many proteins, can be laborious and inconsistent. High level cytoplasmic expression in E. coli can be challenging due to improper folding and insoluble aggregation caused by reduction of the conserved disulfide bond. We report a systems engineering approach leveraging engineered strains of E. coli, in combination with a two-stage process and simplified downstream purification, enabling improved, robust, soluble cytoplasmic nanobody expression, as well as rapid cell autolysis and purification. This approach relies on the dynamic control over the reduction potential of the cytoplasm, incorporates lysis enzymes for purification, and can also integrate dynamic expression of protein folding catalysts. Collectively, the engineered system results in more robust growth and protein expression, enabling efficient scalable nanobody production, and purification from high throughput microtiter plates, to routine shake flask cultures and larger instrumented bioreactors. We expect this system will expedite VHH development.
{"title":"Scalable, robust, high-throughput expression & purification of nanobodies enabled by 2-stage dynamic control","authors":"Jennifer N. Hennigan, Romel Menacho-Melgar, Payel Sarkar, Maximillian Golovsky, Michael D. Lynch","doi":"10.1016/j.ymben.2024.07.012","DOIUrl":"10.1016/j.ymben.2024.07.012","url":null,"abstract":"<div><p>Nanobodies are single-domain antibody fragments that have garnered considerable use as diagnostic and therapeutic agents as well as research tools. However, obtaining pure VHHs, like many proteins, can be laborious and inconsistent. High level cytoplasmic expression in <em>E. coli</em> can be challenging due to improper folding and insoluble aggregation caused by reduction of the conserved disulfide bond. We report a systems engineering approach leveraging engineered strains of <em>E. coli</em>, in combination with a two-stage process and simplified downstream purification, enabling improved, robust, soluble cytoplasmic nanobody expression, as well as rapid cell autolysis and purification. This approach relies on the dynamic control over the reduction potential of the cytoplasm, incorporates lysis enzymes for purification, and can also integrate dynamic expression of protein folding catalysts. Collectively, the engineered system results in more robust growth and protein expression, enabling efficient scalable nanobody production, and purification from high throughput microtiter plates, to routine shake flask cultures and larger instrumented bioreactors. We expect this system will expedite VHH development.</p></div>","PeriodicalId":18483,"journal":{"name":"Metabolic engineering","volume":"85 ","pages":"Pages 116-130"},"PeriodicalIF":6.8,"publicationDate":"2024-07-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141766599","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-22DOI: 10.1016/j.ymben.2024.07.009
Saratram Gopalakrishnan , William Johnson , Miguel A. Valderrama-Gomez , Elcin Icten , Jasmine Tat , Fides Lay , Jonathan Diep , Natalia Gomez , Jennitte Stevens , Fabrice Schlegel , Pablo Rolandi , Cleo Kontoravdi , Nathan E. Lewis
Characterizing the phenotypic diversity and metabolic capabilities of industrially relevant manufacturing cell lines is critical to bioprocess optimization and cell line development. Metabolic capabilities of production hosts limit nutrient and resource channeling into desired cellular processes and can have a profound impact on productivity. These limitations cannot be directly inferred from measured data such as spent media concentrations or transcriptomics. Here, we present an integrated multi-omic analysis pipeline combining exo-metabolomics, transcriptomics, and genome-scale metabolic network analysis and apply it to three antibody-producing Chinese Hamster Ovary cell lines to identify reprogramming features associated with high-producing clones and metabolic bottlenecks limiting product formation in an industrial bioprocess. Analysis of individual datatypes revealed a decreased nitrogenous byproduct secretion in high-producing clones and the topological changes in peripheral metabolic pathway expression associated with phase shifts. An integrated omics analysis in the context of the genome-scale metabolic model elucidated the differences in central metabolism and identified amino acid utilization bottlenecks limiting cell growth and antibody production that were not evident from exo-metabolomics or transcriptomics alone. Thus, we demonstrate the utility of a multi-omics characterization in providing an in-depth understanding of cellular metabolism, which is critical to efforts in cell engineering and bioprocess optimization.
{"title":"Multi-omic characterization of antibody-producing CHO cell lines elucidates metabolic reprogramming and nutrient uptake bottlenecks","authors":"Saratram Gopalakrishnan , William Johnson , Miguel A. Valderrama-Gomez , Elcin Icten , Jasmine Tat , Fides Lay , Jonathan Diep , Natalia Gomez , Jennitte Stevens , Fabrice Schlegel , Pablo Rolandi , Cleo Kontoravdi , Nathan E. Lewis","doi":"10.1016/j.ymben.2024.07.009","DOIUrl":"10.1016/j.ymben.2024.07.009","url":null,"abstract":"<div><p>Characterizing the phenotypic diversity and metabolic capabilities of industrially relevant manufacturing cell lines is critical to bioprocess optimization and cell line development. Metabolic capabilities of production hosts limit nutrient and resource channeling into desired cellular processes and can have a profound impact on productivity. These limitations cannot be directly inferred from measured data such as spent media concentrations or transcriptomics. Here, we present an integrated multi-omic analysis pipeline combining exo-metabolomics, transcriptomics, and genome-scale metabolic network analysis and apply it to three antibody-producing Chinese Hamster Ovary cell lines to identify reprogramming features associated with high-producing clones and metabolic bottlenecks limiting product formation in an industrial bioprocess. Analysis of individual datatypes revealed a decreased nitrogenous byproduct secretion in high-producing clones and the topological changes in peripheral metabolic pathway expression associated with phase shifts. An integrated omics analysis in the context of the genome-scale metabolic model elucidated the differences in central metabolism and identified amino acid utilization bottlenecks limiting cell growth and antibody production that were not evident from exo-metabolomics or transcriptomics alone. Thus, we demonstrate the utility of a multi-omics characterization in providing an in-depth understanding of cellular metabolism, which is critical to efforts in cell engineering and bioprocess optimization.</p></div>","PeriodicalId":18483,"journal":{"name":"Metabolic engineering","volume":"85 ","pages":"Pages 94-104"},"PeriodicalIF":6.8,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141759629","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-07-22DOI: 10.1016/j.ymben.2024.07.010
Chuanbo Zhang , Chen Chen , Xueke Bian , Jiale Zhang , Zhanwei Zhang , Yuanyuan Ma , Wenyu Lu
Subcellular compartmentalization is a crucial evolution characteristic of eukaryotic cells, providing inherent advantages for the construction of artificial biological systems to efficiently produce natural products. The establishment of an artificial protein transport system represents a pivotal initial step towards developing efficient artificial biological systems. Peroxisome has been demonstrated as a suitable subcellular compartment for the biosynthesis of terpenes in yeast. In this study, an artificial protein transporter ScPEX5* was firstly constructed by fusing the N-terminal sequence of PEX5 from S. cerevisiae and the C-terminal sequence of PEX5. Subsequently, an artificial protein transport system including the artificial signaling peptide YQSYY and its enhancing upstream 9 amino acid (9AA) residues along with ScPEX5* was demonstrated to exhibit orthogonality to the internal transport system of peroxisomes in S. cerevisiae. Furthermore, a library of 9AA residues was constructed and selected using high throughput pigment screening system to obtain an optimized signaling peptide (oPTS1*). Finally, the ScPEX5*-oPTS1* system was employed to construct yeast cell factories capable of producing the sesquiterpene α-humulene, resulting in an impressive α-humulene titer of 17.33 g/L and a productivity of 0.22 g/L/h achieved through fed-batch fermentation in a 5 L bioreactor. This research presents a valuable tool for the construction of artificial peroxisome cell factories and effective strategies for synthesizing other natural products in yeast.
亚细胞区隔是真核细胞的一个重要进化特征,为构建人工生物系统以高效生产天然产品提供了先天优势。建立人工蛋白质转运系统是开发高效人工生物系统的关键性第一步。过氧化物酶体已被证明是酵母生物合成萜烯的合适亚细胞区室。在本研究中,首先通过融合 S. cerevisiae 的 PEX5 N 端序列和 PEX5 的 C 端序列,构建了人工蛋白转运体 ScPEX5*。随后,包括人工信号肽 YQSYY 及其增强的上游 9 个氨基酸(9AA)残基和 ScPEX5* 的人工蛋白质转运系统被证明与 S. cerevisiae 的过氧物酶体内部转运系统具有正交性。此外,利用高通量色素筛选系统构建并筛选了 9AA 残基库,从而获得了优化的信号肽(oPTS1*)。最后,利用 ScPEX5*-oPTS1* 系统构建了能够生产倍半萜α-胡麻烯的酵母细胞工厂,通过在 5 升生物反应器中进行喂料批量发酵,α-胡麻烯的滴度达到了惊人的 17.33 克/升,生产率为 0.22 克/升/小时。这项研究为构建人工过氧化物酶体细胞工厂和在酵母中合成其他天然产品的有效策略提供了宝贵的工具。
{"title":"Construction of an orthogonal transport system for Saccharomyces cerevisiae peroxisome to efficiently produce sesquiterpenes","authors":"Chuanbo Zhang , Chen Chen , Xueke Bian , Jiale Zhang , Zhanwei Zhang , Yuanyuan Ma , Wenyu Lu","doi":"10.1016/j.ymben.2024.07.010","DOIUrl":"10.1016/j.ymben.2024.07.010","url":null,"abstract":"<div><p>Subcellular compartmentalization is a crucial evolution characteristic of eukaryotic cells, providing inherent advantages for the construction of artificial biological systems to efficiently produce natural products. The establishment of an artificial protein transport system represents a pivotal initial step towards developing efficient artificial biological systems. Peroxisome has been demonstrated as a suitable subcellular compartment for the biosynthesis of terpenes in yeast. In this study, an artificial protein transporter ScPEX5* was firstly constructed by fusing the N-terminal sequence of PEX5 from <em>S. cerevisiae</em> and the C-terminal sequence of PEX5. Subsequently, an artificial protein transport system including the artificial signaling peptide YQSYY and its enhancing upstream 9 amino acid (9AA) residues along with ScPEX5* was demonstrated to exhibit orthogonality to the internal transport system of peroxisomes in <em>S. cerevisiae</em>. Furthermore, a library of 9AA residues was constructed and selected using high throughput pigment screening system to obtain an optimized signaling peptide (oPTS1*). Finally, the ScPEX5*-oPTS1* system was employed to construct yeast cell factories capable of producing the sesquiterpene α-humulene, resulting in an impressive α-humulene titer of 17.33 g/L and a productivity of 0.22 g/L/h achieved through fed-batch fermentation in a 5 L bioreactor. This research presents a valuable tool for the construction of artificial peroxisome cell factories and effective strategies for synthesizing other natural products in yeast.</p></div>","PeriodicalId":18483,"journal":{"name":"Metabolic engineering","volume":"85 ","pages":"Pages 84-93"},"PeriodicalIF":6.8,"publicationDate":"2024-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141759628","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}