Metabolic Engineering Communications最新文献

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Have you tried turning it off and on again? Oscillating selection to enhance fitness-landscape traversal in adaptive laboratory evolution experiments 你试过把它关掉再打开吗?自适应实验室进化实验中振荡选择增强适应度景观遍历
IF 5.2
Metabolic Engineering Communications Pub Date : 2023-07-13 DOI: 10.1016/j.mec.2023.e00227
Alexander C. Carpenter , Adam M. Feist , Fergus S.M. Harrison , Ian T. Paulsen , Thomas C. Williams
{"title":"Have you tried turning it off and on again? Oscillating selection to enhance fitness-landscape traversal in adaptive laboratory evolution experiments","authors":"Alexander C. Carpenter ,&nbsp;Adam M. Feist ,&nbsp;Fergus S.M. Harrison ,&nbsp;Ian T. Paulsen ,&nbsp;Thomas C. Williams","doi":"10.1016/j.mec.2023.e00227","DOIUrl":"10.1016/j.mec.2023.e00227","url":null,"abstract":"<div><p>Adaptive Laboratory Evolution (ALE) is a powerful tool for engineering and understanding microbial physiology. ALE relies on the selection and enrichment of mutations that enable survival or faster growth under a selective condition imposed by the experimental setup. Phenotypic fitness landscapes are often underpinned by complex genotypes involving multiple genes, with combinatorial positive and negative effects on fitness. Such genotype relationships result in mutational fitness landscapes with multiple local fitness maxima and valleys. Traversing local maxima to find a global maximum often requires an individual or sub-population of cells to traverse fitness valleys. Traversing involves gaining mutations that are not adaptive for a given local maximum but are necessary to ‘peak shift’ to another local maximum, or eventually a global maximum. Despite these relatively well understood evolutionary principles, and the combinatorial genotypes that underlie most metabolic phenotypes, the majority of applied ALE experiments are conducted using constant selection pressures. The use of constant pressure can result in populations becoming trapped within local maxima, and often precludes the attainment of optimum phenotypes associated with global maxima. Here, we argue that oscillating selection pressures is an easily accessible mechanism for traversing fitness landscapes in ALE experiments, and provide theoretical and practical frameworks for implementation.</p></div>","PeriodicalId":18695,"journal":{"name":"Metabolic Engineering Communications","volume":null,"pages":null},"PeriodicalIF":5.2,"publicationDate":"2023-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10393799/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10295679","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Engineered ketocarotenoid biosynthesis in the polyextremophilic red microalga Cyanidioschyzon merolae 10D 工程化酮类胡萝卜素在多亲性红微藻Cyanidoschyzon merolae 10D中的生物合成
IF 5.2
Metabolic Engineering Communications Pub Date : 2023-06-26 DOI: 10.1016/j.mec.2023.e00226
Mark Seger , Fakhriyya Mammadova , Melany Villegas-Valencia , Bárbara Bastos de Freitas , Clarissa Chang , Iona Isachsen , Haley Hemstreet , Fatimah Abualsaud , Malia Boring , Peter J. Lammers , Kyle J. Lauersen
{"title":"Engineered ketocarotenoid biosynthesis in the polyextremophilic red microalga Cyanidioschyzon merolae 10D","authors":"Mark Seger ,&nbsp;Fakhriyya Mammadova ,&nbsp;Melany Villegas-Valencia ,&nbsp;Bárbara Bastos de Freitas ,&nbsp;Clarissa Chang ,&nbsp;Iona Isachsen ,&nbsp;Haley Hemstreet ,&nbsp;Fatimah Abualsaud ,&nbsp;Malia Boring ,&nbsp;Peter J. Lammers ,&nbsp;Kyle J. Lauersen","doi":"10.1016/j.mec.2023.e00226","DOIUrl":"https://doi.org/10.1016/j.mec.2023.e00226","url":null,"abstract":"<div><p>The polyextremophilic Cyanidiophyceae are eukaryotic red microalgae with promising biotechnological properties arising from their low pH and elevated temperature requirements which can minimize culture contamination at scale. <em>Cyanidioschyzon merolae</em> 10D is a cell wall deficient species with a fully sequenced genome that is amenable to nuclear transgene integration by targeted homologous recombination. <em>C. merolae</em> maintains a minimal carotenoid profile and here, we sought to determine its capacity for ketocarotenoid accumulation mediated by heterologous expression of a green algal β-carotene ketolase (BKT) and hydroxylase (CHYB). To achieve this, a synthetic transgene expression cassette system was built to integrate and express <em>Chlamydomonas reinhardtii</em> (Cr) sourced enzymes by fusing native <em>C. merolae</em> transcription, translation and chloroplast targeting signals to codon-optimized coding sequences. Chloramphenicol resistance was used to select for the integration of synthetic linear DNAs into a neutral site within the host genome. <em>Cr</em>BKT expression caused accumulation of canthaxanthin and adonirubin as major carotenoids while co-expression of <em>Cr</em>BKT with <em>Cr</em>CHYB generated astaxanthin as the major carotenoid in <em>C. merolae</em>. Unlike green algae and plants, ketocarotenoid accumulation in <em>C. merolae</em> did not reduce total carotenoid contents, but chlorophyll <em>a</em> reduction was observed. Light intensity affected global ratios of all pigments but not individual pigment compositions and phycocyanin contents were not markedly different between parental strain and transformants. Continuous illumination was found to encourage biomass accumulation and all strains could be cultivated in simulated summer conditions from two different extreme desert environments. Our findings present the first example of carotenoid metabolic engineering in a red eukaryotic microalga and open the possibility for use of <em>C. merolae</em> 10D for simultaneous production of phycocyanin and ketocarotenoid pigments.</p></div>","PeriodicalId":18695,"journal":{"name":"Metabolic Engineering Communications","volume":null,"pages":null},"PeriodicalIF":5.2,"publicationDate":"2023-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50172341","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Engineering of increased L-Threonine production in bacteria by combinatorial cloning and machine learning 通过组合克隆和机器学习提高细菌L-苏氨酸产量
IF 5.2
Metabolic Engineering Communications Pub Date : 2023-06-16 DOI: 10.1016/j.mec.2023.e00225
Paul Hanke , Bruce Parrello , Olga Vasieva , Chase Akins , Philippe Chlenski , Gyorgy Babnigg , Chris Henry , Fatima Foflonker , Thomas Brettin , Dionysios Antonopoulos , Rick Stevens , Michael Fonstein
{"title":"Engineering of increased L-Threonine production in bacteria by combinatorial cloning and machine learning","authors":"Paul Hanke ,&nbsp;Bruce Parrello ,&nbsp;Olga Vasieva ,&nbsp;Chase Akins ,&nbsp;Philippe Chlenski ,&nbsp;Gyorgy Babnigg ,&nbsp;Chris Henry ,&nbsp;Fatima Foflonker ,&nbsp;Thomas Brettin ,&nbsp;Dionysios Antonopoulos ,&nbsp;Rick Stevens ,&nbsp;Michael Fonstein","doi":"10.1016/j.mec.2023.e00225","DOIUrl":"10.1016/j.mec.2023.e00225","url":null,"abstract":"<div><p>The goal of this study is to develop a general strategy for bacterial engineering using an integrated synthetic biology and machine learning (ML) approach. This strategy was developed in the context of increasing L-threonine production in <em>Escherichia coli</em> ATCC 21277. A set of 16 genes was initially selected based on metabolic pathway relevance to threonine biosynthesis and used for combinatorial cloning to construct a set of 385 strains to generate training data (i.e., a range of L-threonine titers linked to each of the specific gene combinations). Hybrid (regression/classification) deep learning (DL) models were developed and used to predict additional gene combinations in subsequent rounds of combinatorial cloning for increased L-threonine production based on the training data. As a result, <em>E. coli</em> strains built after just three rounds of iterative combinatorial cloning and model prediction generated higher L-threonine titers (from 2.7 g/L to 8.4 g/L) than those of patented L-threonine strains being used as controls (4–5 g/L). Interesting combinations of genes in L-threonine production included deletions of the <em>tdh</em>, <em>metL</em>, <em>dapA</em>, and <em>dhaM</em> genes as well as overexpression of the <em>pntAB</em>, <em>ppc</em>, and <em>aspC</em> genes. Mechanistic analysis of the metabolic system constraints for the best performing constructs offers ways to improve the models by adjusting weights for specific gene combinations. Graph theory analysis of pairwise gene modifications and corresponding levels of L-threonine production also suggests additional rules that can be incorporated into future ML models.</p></div>","PeriodicalId":18695,"journal":{"name":"Metabolic Engineering Communications","volume":null,"pages":null},"PeriodicalIF":5.2,"publicationDate":"2023-06-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/31/d3/main.PMC10331477.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9812416","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimization of a hybrid bacterial/Arabidopsis thaliana fatty acid synthase system II in Saccharomyces cerevisiae 酿酒酵母中杂交细菌/拟南芥脂肪酸合成酶系统Ⅱ的优化
IF 5.2
Metabolic Engineering Communications Pub Date : 2023-06-15 DOI: 10.1016/j.mec.2023.e00224
Tatiana A. Pozdniakova , João P. Cruz , Paulo César Silva , Flávio Azevedo , Pier Parpot , Maria Rosario Domingues , Magnus Carlquist , Björn Johansson
{"title":"Optimization of a hybrid bacterial/Arabidopsis thaliana fatty acid synthase system II in Saccharomyces cerevisiae","authors":"Tatiana A. Pozdniakova ,&nbsp;João P. Cruz ,&nbsp;Paulo César Silva ,&nbsp;Flávio Azevedo ,&nbsp;Pier Parpot ,&nbsp;Maria Rosario Domingues ,&nbsp;Magnus Carlquist ,&nbsp;Björn Johansson","doi":"10.1016/j.mec.2023.e00224","DOIUrl":"https://doi.org/10.1016/j.mec.2023.e00224","url":null,"abstract":"<div><p>Fatty acids are produced by eukaryotes like baker's yeast <em>Saccharomyces cerevisiae</em> mainly using a large multifunctional type I fatty acid synthase (FASI) where seven catalytic steps and a carrier domain are shared between one or two protein subunits. While this system may offer efficiency in catalysis, only a narrow range of fatty acids are produced. Prokaryotes, chloroplasts and mitochondria rely instead on a FAS type II (FASII) where each catalytic step is carried out by a monofunctional enzyme encoded by a separate gene. FASII is more flexible and capable of producing a wider range of fatty acid structures, such as the direct production of unsaturated fatty acids. An efficient FASII in the preferred industrial organism <em>S. cerevisiae</em> could provide a platform for developing sustainable production of specialized fatty acids. We functionally replaced either yeast FASI genes (<em>FAS1</em> or <em>FAS2</em>) with a FASII consisting of nine genes from <em>Escherichia coli</em> (<em>acpP</em>, <em>acpS</em> and <em>fab</em> -<em>A</em>, -<em>B</em>, -<em>D</em>, -<em>F</em>, -<em>G</em>, -<em>H</em>, -<em>Z</em>) as well as three from <em>Arabidopsis thaliana</em> (<em>MOD1</em>, <em>FATA1</em> and <em>FATB</em>). The genes were expressed from an autonomously replicating multicopy vector assembled using the Yeast Pathway Kit for <em>in-vivo</em> assembly in yeast. Two rounds of adaptation led to a strain with a maximum growth rate (μmax) of 0.19 h<sup>−1</sup> without exogenous fatty acids, twice the growth rate previously reported for a comparable strain. Additional copies of the <em>MOD1</em> or <em>fabH</em> genes resulted in cultures with higher final cell densities and three times higher lipid content compared to the control.</p></div>","PeriodicalId":18695,"journal":{"name":"Metabolic Engineering Communications","volume":null,"pages":null},"PeriodicalIF":5.2,"publicationDate":"2023-06-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50172342","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cell-free metabolic engineering enables selective biotransformation of fatty acids to value-added chemicals 无细胞代谢工程使脂肪酸能够选择性生物转化为增值化学品
IF 5.2
Metabolic Engineering Communications Pub Date : 2023-06-01 DOI: 10.1016/j.mec.2022.e00217
Yushi Liu , Wan-Qiu Liu , Shuhui Huang , Huiling Xu , Haofan Lu , Changzhu Wu , Jian Li
{"title":"Cell-free metabolic engineering enables selective biotransformation of fatty acids to value-added chemicals","authors":"Yushi Liu ,&nbsp;Wan-Qiu Liu ,&nbsp;Shuhui Huang ,&nbsp;Huiling Xu ,&nbsp;Haofan Lu ,&nbsp;Changzhu Wu ,&nbsp;Jian Li","doi":"10.1016/j.mec.2022.e00217","DOIUrl":"10.1016/j.mec.2022.e00217","url":null,"abstract":"<div><p>Fatty acid-derived products such as alkanes, fatty aldehydes, and fatty alcohols have many applications in the chemical industry. These products are predominately produced from fossil resources, but their production processes are often not environmentally friendly. While microbes like <em>Escherichia coli</em> have been engineered to convert fatty acids to corresponding products, the design and optimization of metabolic pathways in cells for high productivity is challenging due to low mass transfer, heavy metabolic burden, and intermediate/product toxicity. Here, we describe an <em>E. coli</em>-based cell-free protein synthesis (CFPS) platform for <em>in vitro</em> conversion of long-chain fatty acids to value-added chemicals with product selectivity, which can also avoid the above issues when using microbial production systems. We achieve the selective biotransformation by cell-free expression of different enzymes and the use of different conditions (e.g., light and heating) to drive the biocatalysis toward different final products. Specifically, in response to blue light, cell-free expressed fatty acid photodecarboxylase (CvFAP, a photoenzyme) was able to convert fatty acids to alkanes with approximately 90% conversion. When the expressed enzyme was switched to carboxylic acid reductase (CAR), fatty acids were reduced to corresponding fatty aldehydes, which, however, could be further reduced to fatty alcohols by endogenous reductases in the cell-free system. By using a thermostable CAR and a heating treatment, the endogenous reductases were deactivated and fatty aldehydes could be selectively accumulated (&gt;97% in the product mixture) without over-reduction to alcohols. Overall, our cell-free platform provides a new strategy to convert fatty acids to valuable chemicals with notable properties of operation flexibility, reaction controllability, and product selectivity.</p></div>","PeriodicalId":18695,"journal":{"name":"Metabolic Engineering Communications","volume":null,"pages":null},"PeriodicalIF":5.2,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/f3/36/main.PMC9791597.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10509847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Engineered production of isoprene from the model green microalga Chlamydomonas reinhardtii 利用莱茵衣藻工程化生产异戊二烯
IF 5.2
Metabolic Engineering Communications Pub Date : 2023-06-01 DOI: 10.1016/j.mec.2023.e00221
Razan Z. Yahya, Gordon B. Wellman, Sebastian Overmans, Kyle J. Lauersen
{"title":"Engineered production of isoprene from the model green microalga Chlamydomonas reinhardtii","authors":"Razan Z. Yahya,&nbsp;Gordon B. Wellman,&nbsp;Sebastian Overmans,&nbsp;Kyle J. Lauersen","doi":"10.1016/j.mec.2023.e00221","DOIUrl":"https://doi.org/10.1016/j.mec.2023.e00221","url":null,"abstract":"<div><p>Isoprene is a clear, colorless, volatile 5-carbon hydrocarbon that is one monomer of all cellular isoprenoids and a platform chemical with multiple applications in industry. Many plants have evolved isoprene synthases (IspSs) with the capacity to liberate isoprene from dimethylallyl diphosphate (DMADP) as part of cellular thermotolerance mechanisms. Isoprene is hydrophobic and volatile, rapidly leaves plant tissues and is one of the main carbon emission sources from vegetation globally. The universality of isoprenoid metabolism allows volatile isoprene production from microbes expressing heterologous IspSs. Here, we compared heterologous overexpression from the nuclear genome and localization into the plastid of four plant terpene synthases (TPs) in the green microalga <em>Chlamydomonas reinhardtii</em>. Using sealed vial mixotrophic cultivation, direct quantification of isoprene production was achieved from the headspace of living cultures, with the highest isoprene production observed in algae expressing the <em>Ipomoea batatas</em> IspS. Perturbations of the downstream carotenoid pathway through keto carotenoid biosynthesis enhanced isoprene titers, which could be further enhanced by increasing flux towards DMADP through heterologous co-expression of a yeast isopentenyl-DP delta isomerase. Multiplexed controlled-environment testing revealed that cultivation temperature, rather than illumination intensity, was the main factor affecting isoprene yield from the engineered alga. This is the first report of heterologous isoprene production from a eukaryotic alga and sets a foundation for further exploration of carbon conversion to this commodity chemical.</p></div>","PeriodicalId":18695,"journal":{"name":"Metabolic Engineering Communications","volume":null,"pages":null},"PeriodicalIF":5.2,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50170513","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Improved protein glycosylation enabled heterologous biosynthesis of monoterpenoid indole alkaloids and their unnatural derivatives in yeast 改进的蛋白质糖基化使单萜吲哚生物碱及其非天然衍生物在酵母中异源生物合成成为可能
IF 5.2
Metabolic Engineering Communications Pub Date : 2023-06-01 DOI: 10.1016/j.mec.2022.e00215
Mohammadamin Shahsavarani , Joseph Christian Utomo , Rahul Kumar , Melina Paz-Galeano , Jorge Jonathan Oswaldo Garza-García , Zhan Mai , Dae-Kyun Ro , Yang Qu
{"title":"Improved protein glycosylation enabled heterologous biosynthesis of monoterpenoid indole alkaloids and their unnatural derivatives in yeast","authors":"Mohammadamin Shahsavarani ,&nbsp;Joseph Christian Utomo ,&nbsp;Rahul Kumar ,&nbsp;Melina Paz-Galeano ,&nbsp;Jorge Jonathan Oswaldo Garza-García ,&nbsp;Zhan Mai ,&nbsp;Dae-Kyun Ro ,&nbsp;Yang Qu","doi":"10.1016/j.mec.2022.e00215","DOIUrl":"10.1016/j.mec.2022.e00215","url":null,"abstract":"<div><p>With over 3000 reported structures, monoterpenoid indole alkaloids (MIAs) constitute one of the largest alkaloid groups in nature, including the clinically important anticancer drug vinblastine and its semi-synthetic derivatives from <em>Catharanthus roseus</em> (Madagascar’s periwinkle). With the elucidation of the complete 28-step biosynthesis for anhydrovinblastine, it is possible to investigate the heterologous production of vinblastine and other medicinal MIAs. In this study, we successfully expressed the flavoenzyme <em>O</em>-acetylstemmadenine oxidase in <em>Saccharomyces cerevisiae</em> (baker’s yeast) by signal peptide modification, which is a vinblastine biosynthetic gene that has not been functionally expressed in this system. We also reported the simultaneous integration of ∼18 kb MIA biosynthetic gene cassettes as single copies into four genomic loci of baker’s yeast by CRISPR-Cas9, which enabled the biosynthesis of vinblastine precursors catharanthine and tabersonine from the feedstocks secologanin and tryptamine. We further demonstrated the biosynthesis of fluorinated and hydroxylated catharanthine and tabersonine derivatives using our yeasts, which showed that the MIA biosynthesis accommodates unnatural substrates, and the system can be further explored to produce other complex MIAs.</p></div>","PeriodicalId":18695,"journal":{"name":"Metabolic Engineering Communications","volume":null,"pages":null},"PeriodicalIF":5.2,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://ftp.ncbi.nlm.nih.gov/pub/pmc/oa_pdf/b6/12/main.PMC9772838.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10804046","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Metabolic engineering of low-pH-tolerant non-model yeast, Issatchenkia orientalis, for production of citramalate 用于生产柠檬酸盐的低pH耐受性非模式酵母Issatchenkia orientalis的代谢工程
IF 5.2
Metabolic Engineering Communications Pub Date : 2023-06-01 DOI: 10.1016/j.mec.2023.e00220
Zong-Yen Wu , Wan Sun , Yihui Shen , Jimmy Pratas , Patrick F. Suthers , Ping-Hung Hsieh , Sudharsan Dwaraknath , Joshua D. Rabinowitz , Costas D. Maranas , Zengyi Shao , Yasuo Yoshikuni
{"title":"Metabolic engineering of low-pH-tolerant non-model yeast, Issatchenkia orientalis, for production of citramalate","authors":"Zong-Yen Wu ,&nbsp;Wan Sun ,&nbsp;Yihui Shen ,&nbsp;Jimmy Pratas ,&nbsp;Patrick F. Suthers ,&nbsp;Ping-Hung Hsieh ,&nbsp;Sudharsan Dwaraknath ,&nbsp;Joshua D. Rabinowitz ,&nbsp;Costas D. Maranas ,&nbsp;Zengyi Shao ,&nbsp;Yasuo Yoshikuni","doi":"10.1016/j.mec.2023.e00220","DOIUrl":"https://doi.org/10.1016/j.mec.2023.e00220","url":null,"abstract":"<div><p>Methyl methacrylate (MMA) is an important petrochemical with many applications. However, its manufacture has a large environmental footprint. Combined biological and chemical synthesis (semisynthesis) may be a promising alternative to reduce both cost and environmental impact, but strains that can produce the MMA precursor (citramalate) at low pH are required. A non-conventional yeast, <em>Issatchenkia orientalis</em>, may prove ideal, as it can survive extremely low pH. Here, we demonstrate the engineering of <em>I. orientalis</em> for citramalate production. Using sequence similarity network analysis and subsequent DNA synthesis, we selected a more active citramalate synthase gene (<em>cimA</em>) variant for expression in <em>I. orientalis</em>. We then adapted a piggyBac transposon system for <em>I. orientalis</em> that allowed us to simultaneously explore the effects of different <em>cimA</em> gene copy numbers and integration locations. A batch fermentation showed the genome-integrated-<em>cimA</em> strains produced 2.0 g/L citramalate in 48 h and a yield of up to 7% mol citramalate/mol consumed glucose. These results demonstrate the potential of <em>I. orientalis</em> as a chassis for citramalate production.</p></div>","PeriodicalId":18695,"journal":{"name":"Metabolic Engineering Communications","volume":null,"pages":null},"PeriodicalIF":5.2,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50170512","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Novel insights into construct toxicity, strain optimization, and primary sequence design for producing recombinant silk fibroin and elastin-like peptide in E. coli 在大肠杆菌中生产重组丝素蛋白和弹性蛋白样肽的构建毒性、菌株优化和一级序列设计的新见解
IF 5.2
Metabolic Engineering Communications Pub Date : 2023-06-01 DOI: 10.1016/j.mec.2023.e00219
Alexander Connor , Caleb Wigham , Yang Bai , Manish Rai , Sebastian Nassif , Mattheos Koffas , R. Helen Zha
{"title":"Novel insights into construct toxicity, strain optimization, and primary sequence design for producing recombinant silk fibroin and elastin-like peptide in E. coli","authors":"Alexander Connor ,&nbsp;Caleb Wigham ,&nbsp;Yang Bai ,&nbsp;Manish Rai ,&nbsp;Sebastian Nassif ,&nbsp;Mattheos Koffas ,&nbsp;R. Helen Zha","doi":"10.1016/j.mec.2023.e00219","DOIUrl":"https://doi.org/10.1016/j.mec.2023.e00219","url":null,"abstract":"<div><p>Spider silk proteins (spidroins) are a remarkable class of biomaterials that exhibit a unique combination of high-value attributes and can be processed into numerous morphologies for targeted applications in diverse fields. Recombinant production of spidroins represents the most promising route towards establishing the industrial production of the material, however, recombinant spider silk production suffers from fundamental difficulties that includes low titers, plasmid instability, and translational inefficiencies. In this work, we sought to gain a deeper understanding of upstream bottlenecks that exist in the field through the production of a panel of systematically varied spidroin sequences in multiple <em>E. coli</em> strains. A restriction on basal expression and specific genetic mutations related to stress responses were identified as primary factors that facilitated higher titers of the recombinant silk constructs. Using these findings, a novel strain of <em>E. coli</em> was created that produces recombinant silk constructs at levels 4–33 times higher than standard BL21(DE3). However, these findings did not extend to a similar recombinant protein, an elastin-like peptide. It was found that the recombinant silk proteins, but not the elastin-like peptide, exert toxicity on the <em>E. coli</em> host system, possibly through their high degree of intrinsic disorder. Along with strain engineering, a bioprocess design that utilizes longer culturing times and attenuated induction was found to raise recombinant silk titers by seven-fold and mitigate toxicity. Targeted alteration to the primary sequence of the recombinant silk constructs was also found to mitigate toxicity. These findings identify multiple points of focus for future work seeking to further optimize the recombinant production of silk proteins and is the first work to identify the intrinsic disorder and subsequent toxicity of certain spidroin constructs as a primary factor related to the difficulties of production.</p></div>","PeriodicalId":18695,"journal":{"name":"Metabolic Engineering Communications","volume":null,"pages":null},"PeriodicalIF":5.2,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50170510","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Re-evaluation of the impact of BUD21 deletion on xylose utilization by Saccharomyces cerevisiae BUD21缺失对酿酒酵母木糖利用影响的再评价
IF 5.2
Metabolic Engineering Communications Pub Date : 2023-06-01 DOI: 10.1016/j.mec.2023.e00218
Venkatachalam Narayanan , Anders G. Sandström , Marie F. Gorwa-Grauslund
{"title":"Re-evaluation of the impact of BUD21 deletion on xylose utilization by Saccharomyces cerevisiae","authors":"Venkatachalam Narayanan ,&nbsp;Anders G. Sandström ,&nbsp;Marie F. Gorwa-Grauslund","doi":"10.1016/j.mec.2023.e00218","DOIUrl":"https://doi.org/10.1016/j.mec.2023.e00218","url":null,"abstract":"<div><p>Various rational metabolic engineering and random approaches have been applied to introduce and improve xylose utilization and ethanol productivity by <em>Saccharomyces cerevisiae</em>. Among them, the <em>BUD21</em> gene was identified as an interesting candidate for enhancing xylose consumption as its deletion appeared to be sufficient to improve growth, substrate utilization and ethanol productivity on xylose, even in a laboratory strain lacking a heterologous xylose pathway. The present study aimed at studying the influence of <em>BUD21</em> deletion in recombinant strains carrying heterologous oxido-reductive xylose utilization pathway. The positive effect of <em>BUD21</em> gene deletion on aerobic growth and xylose utilization could not be confirmed in two non-engineered laboratory strains (BY4741 and CEN.PK 113-7D) that were grown in YP rich medium with 20 g/L xylose as sole carbon source, despite the fact that effective deletion of <em>BUD21</em> gene was confirmed using both genotypic (colony PCR) and phenotypic (heat sensitive phenotype of the <em>BUD21</em> deletion mutant) control experiments. Therefore, the effect of <em>BUD21</em> deletion on xylose fermentation might be strain- or medium-dependent.</p></div>","PeriodicalId":18695,"journal":{"name":"Metabolic Engineering Communications","volume":null,"pages":null},"PeriodicalIF":5.2,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50170515","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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