Márcia R. Couto, Joana L. Rodrigues, Adelaide Braga, Oscar Dias and Lígia R. Rodrigues
{"title":"受邀为分子仿生工程特别论文集投稿:利用基因组规模模型优化大肠杆菌中软骨素的生产","authors":"Márcia R. Couto, Joana L. Rodrigues, Adelaide Braga, Oscar Dias and Lígia R. Rodrigues","doi":"10.1039/D3ME00199G","DOIUrl":null,"url":null,"abstract":"<p >Chondroitin is a natural occurring glycosaminoglycan with applications as a nutraceutical and pharmaceutical ingredient and can be extracted from animal tissues. Microbial chondroitin-like polysaccharides emerged as a safer and more sustainable alternative source. However, chondroitin titers using either natural or recombinant microorganisms are still far from meeting the increasing demand. The use of genome-scale models and computational predictions can assist the design of microbial cell factories with possible improved titers of these value-added compounds. Genome-scale models have been herein used for the first time to predict genetic modifications in <em>Escherichia coli</em> engineered strains that would potentially lead to improved chondroitin production. Additionally, using synthetic biology approaches, a pathway for producing chondroitin has been designed and engineered in <em>E. coli</em>. Afterwards, the most promising mutants identified based on bioinformatics predictions were constructed and evaluated for chondroitin production in flask fermentation. This resulted in the production of 118 mg L<small><sup>−1</sup></small> of extracellular chondroitin by overexpressing both superoxide dismutase (<em>sodA</em>) and a lytic murein transglycosylase (<em>mltB</em>). Then, batch and fed-batch fermentations at the bioreactor scale were also evaluated, in which the mutant overexpressing <em>mltB</em> led to an extracellular chondroitin production of 427 mg L<small><sup>−1</sup></small> and 535 mg L<small><sup>−1</sup></small>, respectively. The computational approach herein described identified several potential novel targets for improved chondroitin biosynthesis, which may ultimately lead to a more efficient production of this glycosaminoglycan.</p>","PeriodicalId":91,"journal":{"name":"Molecular Systems Design & Engineering","volume":" 6","pages":" 597-611"},"PeriodicalIF":3.2000,"publicationDate":"2024-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://pubs.rsc.org/en/content/articlepdf/2024/me/d3me00199g?page=search","citationCount":"0","resultStr":"{\"title\":\"Optimization of chondroitin production in E. coli using genome scale models†\",\"authors\":\"Márcia R. Couto, Joana L. Rodrigues, Adelaide Braga, Oscar Dias and Lígia R. Rodrigues\",\"doi\":\"10.1039/D3ME00199G\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p >Chondroitin is a natural occurring glycosaminoglycan with applications as a nutraceutical and pharmaceutical ingredient and can be extracted from animal tissues. Microbial chondroitin-like polysaccharides emerged as a safer and more sustainable alternative source. However, chondroitin titers using either natural or recombinant microorganisms are still far from meeting the increasing demand. The use of genome-scale models and computational predictions can assist the design of microbial cell factories with possible improved titers of these value-added compounds. Genome-scale models have been herein used for the first time to predict genetic modifications in <em>Escherichia coli</em> engineered strains that would potentially lead to improved chondroitin production. Additionally, using synthetic biology approaches, a pathway for producing chondroitin has been designed and engineered in <em>E. coli</em>. Afterwards, the most promising mutants identified based on bioinformatics predictions were constructed and evaluated for chondroitin production in flask fermentation. This resulted in the production of 118 mg L<small><sup>−1</sup></small> of extracellular chondroitin by overexpressing both superoxide dismutase (<em>sodA</em>) and a lytic murein transglycosylase (<em>mltB</em>). Then, batch and fed-batch fermentations at the bioreactor scale were also evaluated, in which the mutant overexpressing <em>mltB</em> led to an extracellular chondroitin production of 427 mg L<small><sup>−1</sup></small> and 535 mg L<small><sup>−1</sup></small>, respectively. The computational approach herein described identified several potential novel targets for improved chondroitin biosynthesis, which may ultimately lead to a more efficient production of this glycosaminoglycan.</p>\",\"PeriodicalId\":91,\"journal\":{\"name\":\"Molecular Systems Design & Engineering\",\"volume\":\" 6\",\"pages\":\" 597-611\"},\"PeriodicalIF\":3.2000,\"publicationDate\":\"2024-03-14\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://pubs.rsc.org/en/content/articlepdf/2024/me/d3me00199g?page=search\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Molecular Systems Design & Engineering\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://pubs.rsc.org/en/content/articlelanding/2024/me/d3me00199g\",\"RegionNum\":3,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"CHEMISTRY, PHYSICAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Molecular Systems Design & Engineering","FirstCategoryId":"5","ListUrlMain":"https://pubs.rsc.org/en/content/articlelanding/2024/me/d3me00199g","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"CHEMISTRY, PHYSICAL","Score":null,"Total":0}
Optimization of chondroitin production in E. coli using genome scale models†
Chondroitin is a natural occurring glycosaminoglycan with applications as a nutraceutical and pharmaceutical ingredient and can be extracted from animal tissues. Microbial chondroitin-like polysaccharides emerged as a safer and more sustainable alternative source. However, chondroitin titers using either natural or recombinant microorganisms are still far from meeting the increasing demand. The use of genome-scale models and computational predictions can assist the design of microbial cell factories with possible improved titers of these value-added compounds. Genome-scale models have been herein used for the first time to predict genetic modifications in Escherichia coli engineered strains that would potentially lead to improved chondroitin production. Additionally, using synthetic biology approaches, a pathway for producing chondroitin has been designed and engineered in E. coli. Afterwards, the most promising mutants identified based on bioinformatics predictions were constructed and evaluated for chondroitin production in flask fermentation. This resulted in the production of 118 mg L−1 of extracellular chondroitin by overexpressing both superoxide dismutase (sodA) and a lytic murein transglycosylase (mltB). Then, batch and fed-batch fermentations at the bioreactor scale were also evaluated, in which the mutant overexpressing mltB led to an extracellular chondroitin production of 427 mg L−1 and 535 mg L−1, respectively. The computational approach herein described identified several potential novel targets for improved chondroitin biosynthesis, which may ultimately lead to a more efficient production of this glycosaminoglycan.
期刊介绍:
Molecular Systems Design & Engineering provides a hub for cutting-edge research into how understanding of molecular properties, behaviour and interactions can be used to design and assemble better materials, systems, and processes to achieve specific functions. These may have applications of technological significance and help address global challenges.