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...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Metabolic engineering 2022-11, Vol.74, p.1-10
Hauptverfasser: Jiang, Tian, Li, Chenyi, Zou, Yusong, Zhang, Jianli, Gan, Qi, Yan, Yajun
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 10
container_issue
container_start_page 1
container_title Metabolic engineering
container_volume 74
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
format Article
fullrecord <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10947494</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S1096717622001045</els_id><sourcerecordid>2708735314</sourcerecordid><originalsourceid>FETCH-LOGICAL-c460t-b79e4b59085705efba12b0b61e4d18f7025c597119506b6d190c6d3d42f196983</originalsourceid><addsrcrecordid>eNp9kUtv1DAUhSNERUvhFyAhL8tiwnUeTrxAaDQtD6lSN-3acpybGY9iO9jOoPx7PEwZwYaVLfs7516dk2XvKOQUKPu4zxfToc0LKIoc2hyAv8iuKHC2amhbvTzfG3aZvQ5hD0Bpzemr7LJkUFFWtldZuAtRdqMOO223RFqynqOzzrg5kI0MSvbYk7WPetBKy5HcLlYarcjNkdusbz8Qj9t5lFE7S8ISIhoyOE-0mbw7JO0k4-6nXMiEPr0baRW-yS4GOQZ8-3xeZ09f7h4331b3D1-_b9b3K1UxiKuu4Vh1NYe2bqDGoZO06KBjFKuetkMDRa1q3lDKa2Ad6ykHxfqyr4qBcsbb8jr7fPKd5s5gr9BGL0cxeW2kX4STWvz7Y_VObN1BpNyqpuJVcrh5dvDux4whCqODwnGUFlNComigbcq6pEe0PKHKuxA8Duc5FMSxL7EXv_sSx74EtCL1lVTv_17xrPlTUAI-nQBMQR00ehGUxhRirz2qKHqn_zvgF-bHqdA</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2708735314</pqid></control><display><type>article</type><title>Establishing an Autonomous Cascaded Artificial Dynamic (AutoCAD) regulation system for improved pathway performance</title><source>MEDLINE</source><source>ScienceDirect Journals (5 years ago - present)</source><creator>Jiang, Tian ; Li, Chenyi ; Zou, Yusong ; Zhang, Jianli ; Gan, Qi ; Yan, Yajun</creator><creatorcontrib>Jiang, Tian ; Li, Chenyi ; Zou, Yusong ; Zhang, Jianli ; Gan, Qi ; Yan, Yajun</creatorcontrib><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><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>
fulltext fulltext
identifier ISSN: 1096-7176
ispartof Metabolic engineering, 2022-11, Vol.74, p.1-10
issn 1096-7176
1096-7184
language eng
recordid cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10947494
source MEDLINE; ScienceDirect Journals (5 years ago - present)
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
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2024-12-15T08%3A19%3A43IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_pubme&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Establishing%20an%20Autonomous%20Cascaded%20Artificial%20Dynamic%20(AutoCAD)%20regulation%20system%20for%20improved%20pathway%20performance&rft.jtitle=Metabolic%20engineering&rft.au=Jiang,%20Tian&rft.date=2022-11-01&rft.volume=74&rft.spage=1&rft.epage=10&rft.pages=1-10&rft.issn=1096-7176&rft.eissn=1096-7184&rft_id=info:doi/10.1016/j.ymben.2022.08.009&rft_dat=%3Cproquest_pubme%3E2708735314%3C/proquest_pubme%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=2708735314&rft_id=info:pmid/36041638&rft_els_id=S1096717622001045&rfr_iscdi=true