Establishing an Autonomous Cascaded Artificial Dynamic (AutoCAD) regulation system for improved pathway performance
Endogenous metabolic pathways in microbial cells are usually precisely controlled by sophisticated regulation networks. However, the lack of such regulations when introducing heterologous pathways in microbial hosts often causes unbalanced enzyme expression and carbon flux distribution, hindering th...
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Veröffentlicht in: | Metabolic engineering 2022-11, Vol.74, p.1-10 |
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creator | Jiang, Tian Li, Chenyi Zou, Yusong Zhang, Jianli Gan, Qi Yan, Yajun |
description | Endogenous metabolic pathways in microbial cells are usually precisely controlled by sophisticated regulation networks. However, the lack of such regulations when introducing heterologous pathways in microbial hosts often causes unbalanced enzyme expression and carbon flux distribution, hindering the construction of highly efficient microbial biosynthesis systems. Here, using naringenin as the target compound, we developed an Autonomous Cascaded Artificial Dynamic (AutoCAD) regulation system to automatically coordinate the pathway expression and redirect carbon fluxes for enhanced naringenin production. The AutoCAD regulation system, consisting of both intermediate-based feedforward and product-based feedback control genetic circuits, resulted in a 16.5-fold increase in naringenin titer compared with the static control. Fed-batch fermentation using the strain with AutoCAD regulation further enhanced the naringenin titer to 277.2 mg/L. The AutoCAD regulation system, with intermediate-based feedforward control and product-triggered feedback control, provides a new paradigm of developing complicated cascade dynamic control to engineer heterologous pathways.
•An Autonomous Cascaded Artificial Dynamic (AutoCAD) regulation system was developed.•AutoCAD system included both intermediate-based feedforward and product-based feedback control circuits.•The application of AutoCAD system resulted in a 16.5-fold increase in naringenin titer. |
doi_str_mv | 10.1016/j.ymben.2022.08.009 |
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•An Autonomous Cascaded Artificial Dynamic (AutoCAD) regulation system was developed.•AutoCAD system included both intermediate-based feedforward and product-based feedback control circuits.•The application of AutoCAD system resulted in a 16.5-fold increase in naringenin titer.</description><identifier>ISSN: 1096-7176</identifier><identifier>EISSN: 1096-7184</identifier><identifier>DOI: 10.1016/j.ymben.2022.08.009</identifier><identifier>PMID: 36041638</identifier><language>eng</language><publisher>Belgium: Elsevier Inc</publisher><subject>Biosensor ; Cascaded dynamic regulation ; Fermentation ; Genetic circuit ; Metabolic Engineering - methods ; Metabolic Networks and Pathways ; Naringenin ; p-Coumaric acid</subject><ispartof>Metabolic engineering, 2022-11, Vol.74, p.1-10</ispartof><rights>2022 International Metabolic Engineering Society</rights><rights>Copyright © 2022 International Metabolic Engineering Society. Published by Elsevier Inc. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c460t-b79e4b59085705efba12b0b61e4d18f7025c597119506b6d190c6d3d42f196983</citedby><cites>FETCH-LOGICAL-c460t-b79e4b59085705efba12b0b61e4d18f7025c597119506b6d190c6d3d42f196983</cites><orcidid>0000-0002-9993-3016</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.ymben.2022.08.009$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,315,781,785,886,3551,27929,27930,46000</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/36041638$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Jiang, Tian</creatorcontrib><creatorcontrib>Li, Chenyi</creatorcontrib><creatorcontrib>Zou, Yusong</creatorcontrib><creatorcontrib>Zhang, Jianli</creatorcontrib><creatorcontrib>Gan, Qi</creatorcontrib><creatorcontrib>Yan, Yajun</creatorcontrib><title>Establishing an Autonomous Cascaded Artificial Dynamic (AutoCAD) regulation system for improved pathway performance</title><title>Metabolic engineering</title><addtitle>Metab Eng</addtitle><description>Endogenous metabolic pathways in microbial cells are usually precisely controlled by sophisticated regulation networks. However, the lack of such regulations when introducing heterologous pathways in microbial hosts often causes unbalanced enzyme expression and carbon flux distribution, hindering the construction of highly efficient microbial biosynthesis systems. Here, using naringenin as the target compound, we developed an Autonomous Cascaded Artificial Dynamic (AutoCAD) regulation system to automatically coordinate the pathway expression and redirect carbon fluxes for enhanced naringenin production. The AutoCAD regulation system, consisting of both intermediate-based feedforward and product-based feedback control genetic circuits, resulted in a 16.5-fold increase in naringenin titer compared with the static control. Fed-batch fermentation using the strain with AutoCAD regulation further enhanced the naringenin titer to 277.2 mg/L. The AutoCAD regulation system, with intermediate-based feedforward control and product-triggered feedback control, provides a new paradigm of developing complicated cascade dynamic control to engineer heterologous pathways.
•An Autonomous Cascaded Artificial Dynamic (AutoCAD) regulation system was developed.•AutoCAD system included both intermediate-based feedforward and product-based feedback control circuits.•The application of AutoCAD system resulted in a 16.5-fold increase in naringenin titer.</description><subject>Biosensor</subject><subject>Cascaded dynamic regulation</subject><subject>Fermentation</subject><subject>Genetic circuit</subject><subject>Metabolic Engineering - methods</subject><subject>Metabolic Networks and Pathways</subject><subject>Naringenin</subject><subject>p-Coumaric acid</subject><issn>1096-7176</issn><issn>1096-7184</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp9kUtv1DAUhSNERUvhFyAhL8tiwnUeTrxAaDQtD6lSN-3acpybGY9iO9jOoPx7PEwZwYaVLfs7516dk2XvKOQUKPu4zxfToc0LKIoc2hyAv8iuKHC2amhbvTzfG3aZvQ5hD0Bpzemr7LJkUFFWtldZuAtRdqMOO223RFqynqOzzrg5kI0MSvbYk7WPetBKy5HcLlYarcjNkdusbz8Qj9t5lFE7S8ISIhoyOE-0mbw7JO0k4-6nXMiEPr0baRW-yS4GOQZ8-3xeZ09f7h4331b3D1-_b9b3K1UxiKuu4Vh1NYe2bqDGoZO06KBjFKuetkMDRa1q3lDKa2Ad6ykHxfqyr4qBcsbb8jr7fPKd5s5gr9BGL0cxeW2kX4STWvz7Y_VObN1BpNyqpuJVcrh5dvDux4whCqODwnGUFlNComigbcq6pEe0PKHKuxA8Duc5FMSxL7EXv_sSx74EtCL1lVTv_17xrPlTUAI-nQBMQR00ehGUxhRirz2qKHqn_zvgF-bHqdA</recordid><startdate>20221101</startdate><enddate>20221101</enddate><creator>Jiang, Tian</creator><creator>Li, Chenyi</creator><creator>Zou, Yusong</creator><creator>Zhang, Jianli</creator><creator>Gan, Qi</creator><creator>Yan, Yajun</creator><general>Elsevier Inc</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-9993-3016</orcidid></search><sort><creationdate>20221101</creationdate><title>Establishing an Autonomous Cascaded Artificial Dynamic (AutoCAD) regulation system for improved pathway performance</title><author>Jiang, Tian ; Li, Chenyi ; Zou, Yusong ; Zhang, Jianli ; Gan, Qi ; Yan, Yajun</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c460t-b79e4b59085705efba12b0b61e4d18f7025c597119506b6d190c6d3d42f196983</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Biosensor</topic><topic>Cascaded dynamic regulation</topic><topic>Fermentation</topic><topic>Genetic circuit</topic><topic>Metabolic Engineering - methods</topic><topic>Metabolic Networks and Pathways</topic><topic>Naringenin</topic><topic>p-Coumaric acid</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Jiang, Tian</creatorcontrib><creatorcontrib>Li, Chenyi</creatorcontrib><creatorcontrib>Zou, Yusong</creatorcontrib><creatorcontrib>Zhang, Jianli</creatorcontrib><creatorcontrib>Gan, Qi</creatorcontrib><creatorcontrib>Yan, Yajun</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Metabolic engineering</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Jiang, Tian</au><au>Li, Chenyi</au><au>Zou, Yusong</au><au>Zhang, Jianli</au><au>Gan, Qi</au><au>Yan, Yajun</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Establishing an Autonomous Cascaded Artificial Dynamic (AutoCAD) regulation system for improved pathway performance</atitle><jtitle>Metabolic engineering</jtitle><addtitle>Metab Eng</addtitle><date>2022-11-01</date><risdate>2022</risdate><volume>74</volume><spage>1</spage><epage>10</epage><pages>1-10</pages><issn>1096-7176</issn><eissn>1096-7184</eissn><abstract>Endogenous metabolic pathways in microbial cells are usually precisely controlled by sophisticated regulation networks. However, the lack of such regulations when introducing heterologous pathways in microbial hosts often causes unbalanced enzyme expression and carbon flux distribution, hindering the construction of highly efficient microbial biosynthesis systems. Here, using naringenin as the target compound, we developed an Autonomous Cascaded Artificial Dynamic (AutoCAD) regulation system to automatically coordinate the pathway expression and redirect carbon fluxes for enhanced naringenin production. The AutoCAD regulation system, consisting of both intermediate-based feedforward and product-based feedback control genetic circuits, resulted in a 16.5-fold increase in naringenin titer compared with the static control. Fed-batch fermentation using the strain with AutoCAD regulation further enhanced the naringenin titer to 277.2 mg/L. The AutoCAD regulation system, with intermediate-based feedforward control and product-triggered feedback control, provides a new paradigm of developing complicated cascade dynamic control to engineer heterologous pathways.
•An Autonomous Cascaded Artificial Dynamic (AutoCAD) regulation system was developed.•AutoCAD system included both intermediate-based feedforward and product-based feedback control circuits.•The application of AutoCAD system resulted in a 16.5-fold increase in naringenin titer.</abstract><cop>Belgium</cop><pub>Elsevier Inc</pub><pmid>36041638</pmid><doi>10.1016/j.ymben.2022.08.009</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0002-9993-3016</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Biosensor Cascaded dynamic regulation Fermentation Genetic circuit Metabolic Engineering - methods Metabolic Networks and Pathways Naringenin p-Coumaric acid |
title | Establishing an Autonomous Cascaded Artificial Dynamic (AutoCAD) regulation system for improved pathway performance |
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