Combinatorial synthetic pathway fine‐tuning and comparative transcriptomics for metabolic engineering of Raoultella ornithinolytica BF60 to efficiently synthesize 2,5‐furandicarboxylic acid
The compound 5‐hydroxymethylfurfural (HMF) has attracted much attention due to its versatility as an important bio‐based platform chemical. Here, we engineered Raoultella ornithinolytica BF60 as a whole‐cell biocatalyst for a highly efficient synthesis of 2,5‐furandicarboxylic acid (FDCA) from HMF....
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Veröffentlicht in: | Biotechnology and bioengineering 2018-09, Vol.115 (9), p.2148-2155 |
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description | The compound 5‐hydroxymethylfurfural (HMF) has attracted much attention due to its versatility as an important bio‐based platform chemical. Here, we engineered Raoultella ornithinolytica BF60 as a whole‐cell biocatalyst for a highly efficient synthesis of 2,5‐furandicarboxylic acid (FDCA) from HMF. Specifically, various expression cassettes of key genes, such as hmfH (gene encoding HMF/furfural oxidoreductase [HmfH]) and hmfo (gene encoding HMF oxidase), were designed and constructed for fine‐tuning FDCA synthesis from HMF. The FDCA titer reached 108.9 mM with a yield of 73% when 150 mM HMF was used as the substrate. This yield was 16% higher than that without balancing key gene expression in FDCA synthetic pathways. Additionally, to strengthen HmfH expression at the translational level, ribosomal binding site (RBS) sequences, which were computationally designed using the RBS calculator, were assembled into HmfH expression cassettes. The HmfH expression in the presence of these sequences enhanced FDCA titer to 139.6 mM with a yield of 93%. Next, previously unknown candidate genes, such as aldR, dkgA, akR, AdhP1, and AdhP2, which encode enzymes that catalyze the reactions leading to the formation of the undesired product 2,5‐bis(hydroxymethyl)furan (HMF alcohol) from HMF, were identified by RNA‐sequencing‐based transcriptomics. Combinatorial deletion of these five candidate genes led to an 88% reduction in HMF alcohol formation and 12% enhancement in FDCA production (175.6 mM). Finally, FDCA synthesis was further improved by the substrate pulse‐feeding strategy, and 221.5 mM FDCA with an 88.6% yield was obtained. The combinatorial synthetic pathway fine‐tuning and comparative transcriptomics approach may be useful for improving the biocatalysis efficiency of other industrially useful compounds.
A serial of strategies, including balancing key gene expression in 2,5‐furandicarboxylic acid (FDCA) synthetic pathway, strengthen HmfH expression by optimization of RBS strength, and reducing the by‐product formation through transcriptomics‐guided combinatorial gene deletions, were applied to efficient synthesis of FDCA from 5‐hydroxymethylfurfural by engineered Raoultella ornithinolytica BF60 as a whole‐cell biocatalyst. The combinatorial synthetic pathway fine‐tuning and comparative transcriptomics approach may be useful for improving biocatalysis efficiency of other industrially useful compounds. |
doi_str_mv | 10.1002/bit.26725 |
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A serial of strategies, including balancing key gene expression in 2,5‐furandicarboxylic acid (FDCA) synthetic pathway, strengthen HmfH expression by optimization of RBS strength, and reducing the by‐product formation through transcriptomics‐guided combinatorial gene deletions, were applied to efficient synthesis of FDCA from 5‐hydroxymethylfurfural by engineered Raoultella ornithinolytica BF60 as a whole‐cell biocatalyst. The combinatorial synthetic pathway fine‐tuning and comparative transcriptomics approach may be useful for improving biocatalysis efficiency of other industrially useful compounds.</description><identifier>ISSN: 0006-3592</identifier><identifier>EISSN: 1097-0290</identifier><identifier>DOI: 10.1002/bit.26725</identifier><identifier>PMID: 29733430</identifier><language>eng</language><publisher>United States: Wiley Subscription Services, Inc</publisher><subject>2,5‐bis(hydroxymethyl)furan ; 2,5‐furandicarboxylic acid (FDCA) ; Alcohol ; Alcohols ; Binding sites ; Cassettes ; Catalysis ; Chemical reactions ; Clonal deletion ; Combinatorial analysis ; comparative transcriptomics analysis ; Furfural ; Gene deletion ; Gene expression ; Gene sequencing ; Genes ; Hydroxymethylfurfural ; Metabolic engineering ; Organic chemistry ; Oxidoreductase ; Raoultella ornithinolytica ; Raoultella ornithinolytica BF60 ; Ribonucleic acid ; RNA ; Substrates ; Synthesis ; Tuning ; whole‐cell biocatalysis</subject><ispartof>Biotechnology and bioengineering, 2018-09, Vol.115 (9), p.2148-2155</ispartof><rights>2018 Wiley Periodicals, Inc.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4565-862888546dd6c90983913408cda2ad93bf327495d2fce5acd1ed21797d818efb3</citedby><cites>FETCH-LOGICAL-c4565-862888546dd6c90983913408cda2ad93bf327495d2fce5acd1ed21797d818efb3</cites><orcidid>0000-0002-0562-9647 ; 0000-0002-9679-9130</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fbit.26725$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fbit.26725$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,776,780,1411,27901,27902,45550,45551</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/29733430$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Yuan, Haibo</creatorcontrib><creatorcontrib>Liu, Yanfeng</creatorcontrib><creatorcontrib>Li, Jianghua</creatorcontrib><creatorcontrib>Shin, Hyun‐dong</creatorcontrib><creatorcontrib>Du, Guocheng</creatorcontrib><creatorcontrib>Shi, Zhongping</creatorcontrib><creatorcontrib>Chen, Jian</creatorcontrib><creatorcontrib>Liu, Long</creatorcontrib><title>Combinatorial synthetic pathway fine‐tuning and comparative transcriptomics for metabolic engineering of Raoultella ornithinolytica BF60 to efficiently synthesize 2,5‐furandicarboxylic acid</title><title>Biotechnology and bioengineering</title><addtitle>Biotechnol Bioeng</addtitle><description>The compound 5‐hydroxymethylfurfural (HMF) has attracted much attention due to its versatility as an important bio‐based platform chemical. Here, we engineered Raoultella ornithinolytica BF60 as a whole‐cell biocatalyst for a highly efficient synthesis of 2,5‐furandicarboxylic acid (FDCA) from HMF. Specifically, various expression cassettes of key genes, such as hmfH (gene encoding HMF/furfural oxidoreductase [HmfH]) and hmfo (gene encoding HMF oxidase), were designed and constructed for fine‐tuning FDCA synthesis from HMF. The FDCA titer reached 108.9 mM with a yield of 73% when 150 mM HMF was used as the substrate. This yield was 16% higher than that without balancing key gene expression in FDCA synthetic pathways. Additionally, to strengthen HmfH expression at the translational level, ribosomal binding site (RBS) sequences, which were computationally designed using the RBS calculator, were assembled into HmfH expression cassettes. The HmfH expression in the presence of these sequences enhanced FDCA titer to 139.6 mM with a yield of 93%. Next, previously unknown candidate genes, such as aldR, dkgA, akR, AdhP1, and AdhP2, which encode enzymes that catalyze the reactions leading to the formation of the undesired product 2,5‐bis(hydroxymethyl)furan (HMF alcohol) from HMF, were identified by RNA‐sequencing‐based transcriptomics. Combinatorial deletion of these five candidate genes led to an 88% reduction in HMF alcohol formation and 12% enhancement in FDCA production (175.6 mM). Finally, FDCA synthesis was further improved by the substrate pulse‐feeding strategy, and 221.5 mM FDCA with an 88.6% yield was obtained. The combinatorial synthetic pathway fine‐tuning and comparative transcriptomics approach may be useful for improving the biocatalysis efficiency of other industrially useful compounds.
A serial of strategies, including balancing key gene expression in 2,5‐furandicarboxylic acid (FDCA) synthetic pathway, strengthen HmfH expression by optimization of RBS strength, and reducing the by‐product formation through transcriptomics‐guided combinatorial gene deletions, were applied to efficient synthesis of FDCA from 5‐hydroxymethylfurfural by engineered Raoultella ornithinolytica BF60 as a whole‐cell biocatalyst. The combinatorial synthetic pathway fine‐tuning and comparative transcriptomics approach may be useful for improving biocatalysis efficiency of other industrially useful compounds.</description><subject>2,5‐bis(hydroxymethyl)furan</subject><subject>2,5‐furandicarboxylic acid (FDCA)</subject><subject>Alcohol</subject><subject>Alcohols</subject><subject>Binding sites</subject><subject>Cassettes</subject><subject>Catalysis</subject><subject>Chemical reactions</subject><subject>Clonal deletion</subject><subject>Combinatorial analysis</subject><subject>comparative transcriptomics analysis</subject><subject>Furfural</subject><subject>Gene deletion</subject><subject>Gene expression</subject><subject>Gene sequencing</subject><subject>Genes</subject><subject>Hydroxymethylfurfural</subject><subject>Metabolic engineering</subject><subject>Organic chemistry</subject><subject>Oxidoreductase</subject><subject>Raoultella ornithinolytica</subject><subject>Raoultella ornithinolytica BF60</subject><subject>Ribonucleic acid</subject><subject>RNA</subject><subject>Substrates</subject><subject>Synthesis</subject><subject>Tuning</subject><subject>whole‐cell biocatalysis</subject><issn>0006-3592</issn><issn>1097-0290</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNp1kc1u1DAUhS1ERYeBBS-ALLEBqWn9Eyf2ko4orVQJCZV15Pin4yqxg-1QwopH4JV4FZ4ET2dggcTq6krfPefYB4AXGJ1ihMhZ7_IpaVrCHoEVRqKtEBHoMVghhJqKMkGOwdOU7sra8qZ5Ao6JaCmtKVqBn5sw9s7LHKKTA0yLz1uTnYKTzNt7uUDrvPn1_UeevfO3UHoNVRgnGWV2XwzMUfqkoptyGJ1K0IYIR5NlH4aiYfxtuTZxdxks_CjDPGQzDBKG6F3eOh-GpZhJeH7RIJgDNNY65YzPw3LIktw3A8kJKxnsXNx0wWMfvi47A6mcfgaOrBySeX6Ya_Dp4t3N5rK6_vD-avP2ulI1a1jFG8I5Z3WjdaMEEpwKTGvElZZEakF7S0lbC6aJVYZJpbHRBLei1RxzY3u6Bq_3ulMMn2eTcje6pHav8SbMqSOIshbVrHztGrz6B70Lc_QlXUcwwoQjXItCvdlTKoaUorHdFN0o49Jh1O167Uqv3UOvhX15UJz70ei_5J8iC3C2B-7dYJb_K3XnVzd7yd8ro7Nb</recordid><startdate>201809</startdate><enddate>201809</enddate><creator>Yuan, Haibo</creator><creator>Liu, Yanfeng</creator><creator>Li, Jianghua</creator><creator>Shin, Hyun‐dong</creator><creator>Du, Guocheng</creator><creator>Shi, Zhongping</creator><creator>Chen, Jian</creator><creator>Liu, Long</creator><general>Wiley Subscription Services, Inc</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QF</scope><scope>7QO</scope><scope>7QQ</scope><scope>7SC</scope><scope>7SE</scope><scope>7SP</scope><scope>7SR</scope><scope>7T7</scope><scope>7TA</scope><scope>7TB</scope><scope>7U5</scope><scope>8BQ</scope><scope>8FD</scope><scope>C1K</scope><scope>F28</scope><scope>FR3</scope><scope>H8D</scope><scope>H8G</scope><scope>JG9</scope><scope>JQ2</scope><scope>KR7</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>P64</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-0562-9647</orcidid><orcidid>https://orcid.org/0000-0002-9679-9130</orcidid></search><sort><creationdate>201809</creationdate><title>Combinatorial synthetic pathway fine‐tuning and comparative transcriptomics for metabolic engineering of Raoultella ornithinolytica BF60 to efficiently synthesize 2,5‐furandicarboxylic acid</title><author>Yuan, Haibo ; Liu, Yanfeng ; Li, Jianghua ; Shin, Hyun‐dong ; Du, Guocheng ; Shi, Zhongping ; Chen, Jian ; Liu, Long</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4565-862888546dd6c90983913408cda2ad93bf327495d2fce5acd1ed21797d818efb3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>2,5‐bis(hydroxymethyl)furan</topic><topic>2,5‐furandicarboxylic acid (FDCA)</topic><topic>Alcohol</topic><topic>Alcohols</topic><topic>Binding sites</topic><topic>Cassettes</topic><topic>Catalysis</topic><topic>Chemical reactions</topic><topic>Clonal deletion</topic><topic>Combinatorial analysis</topic><topic>comparative transcriptomics analysis</topic><topic>Furfural</topic><topic>Gene deletion</topic><topic>Gene expression</topic><topic>Gene sequencing</topic><topic>Genes</topic><topic>Hydroxymethylfurfural</topic><topic>Metabolic engineering</topic><topic>Organic chemistry</topic><topic>Oxidoreductase</topic><topic>Raoultella ornithinolytica</topic><topic>Raoultella ornithinolytica BF60</topic><topic>Ribonucleic acid</topic><topic>RNA</topic><topic>Substrates</topic><topic>Synthesis</topic><topic>Tuning</topic><topic>whole‐cell biocatalysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Yuan, Haibo</creatorcontrib><creatorcontrib>Liu, Yanfeng</creatorcontrib><creatorcontrib>Li, Jianghua</creatorcontrib><creatorcontrib>Shin, Hyun‐dong</creatorcontrib><creatorcontrib>Du, Guocheng</creatorcontrib><creatorcontrib>Shi, Zhongping</creatorcontrib><creatorcontrib>Chen, Jian</creatorcontrib><creatorcontrib>Liu, Long</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Aluminium Industry Abstracts</collection><collection>Biotechnology Research Abstracts</collection><collection>Ceramic Abstracts</collection><collection>Computer and Information Systems Abstracts</collection><collection>Corrosion Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Materials Business File</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><collection>Aerospace Database</collection><collection>Copper Technical Reference Library</collection><collection>Materials Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Biotechnology and bioengineering</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Yuan, Haibo</au><au>Liu, Yanfeng</au><au>Li, Jianghua</au><au>Shin, Hyun‐dong</au><au>Du, Guocheng</au><au>Shi, Zhongping</au><au>Chen, Jian</au><au>Liu, Long</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Combinatorial synthetic pathway fine‐tuning and comparative transcriptomics for metabolic engineering of Raoultella ornithinolytica BF60 to efficiently synthesize 2,5‐furandicarboxylic acid</atitle><jtitle>Biotechnology and bioengineering</jtitle><addtitle>Biotechnol Bioeng</addtitle><date>2018-09</date><risdate>2018</risdate><volume>115</volume><issue>9</issue><spage>2148</spage><epage>2155</epage><pages>2148-2155</pages><issn>0006-3592</issn><eissn>1097-0290</eissn><abstract>The compound 5‐hydroxymethylfurfural (HMF) has attracted much attention due to its versatility as an important bio‐based platform chemical. Here, we engineered Raoultella ornithinolytica BF60 as a whole‐cell biocatalyst for a highly efficient synthesis of 2,5‐furandicarboxylic acid (FDCA) from HMF. Specifically, various expression cassettes of key genes, such as hmfH (gene encoding HMF/furfural oxidoreductase [HmfH]) and hmfo (gene encoding HMF oxidase), were designed and constructed for fine‐tuning FDCA synthesis from HMF. The FDCA titer reached 108.9 mM with a yield of 73% when 150 mM HMF was used as the substrate. This yield was 16% higher than that without balancing key gene expression in FDCA synthetic pathways. Additionally, to strengthen HmfH expression at the translational level, ribosomal binding site (RBS) sequences, which were computationally designed using the RBS calculator, were assembled into HmfH expression cassettes. The HmfH expression in the presence of these sequences enhanced FDCA titer to 139.6 mM with a yield of 93%. Next, previously unknown candidate genes, such as aldR, dkgA, akR, AdhP1, and AdhP2, which encode enzymes that catalyze the reactions leading to the formation of the undesired product 2,5‐bis(hydroxymethyl)furan (HMF alcohol) from HMF, were identified by RNA‐sequencing‐based transcriptomics. Combinatorial deletion of these five candidate genes led to an 88% reduction in HMF alcohol formation and 12% enhancement in FDCA production (175.6 mM). Finally, FDCA synthesis was further improved by the substrate pulse‐feeding strategy, and 221.5 mM FDCA with an 88.6% yield was obtained. The combinatorial synthetic pathway fine‐tuning and comparative transcriptomics approach may be useful for improving the biocatalysis efficiency of other industrially useful compounds.
A serial of strategies, including balancing key gene expression in 2,5‐furandicarboxylic acid (FDCA) synthetic pathway, strengthen HmfH expression by optimization of RBS strength, and reducing the by‐product formation through transcriptomics‐guided combinatorial gene deletions, were applied to efficient synthesis of FDCA from 5‐hydroxymethylfurfural by engineered Raoultella ornithinolytica BF60 as a whole‐cell biocatalyst. The combinatorial synthetic pathway fine‐tuning and comparative transcriptomics approach may be useful for improving biocatalysis efficiency of other industrially useful compounds.</abstract><cop>United States</cop><pub>Wiley Subscription Services, Inc</pub><pmid>29733430</pmid><doi>10.1002/bit.26725</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0002-0562-9647</orcidid><orcidid>https://orcid.org/0000-0002-9679-9130</orcidid></addata></record> |
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subjects | 2,5‐bis(hydroxymethyl)furan 2,5‐furandicarboxylic acid (FDCA) Alcohol Alcohols Binding sites Cassettes Catalysis Chemical reactions Clonal deletion Combinatorial analysis comparative transcriptomics analysis Furfural Gene deletion Gene expression Gene sequencing Genes Hydroxymethylfurfural Metabolic engineering Organic chemistry Oxidoreductase Raoultella ornithinolytica Raoultella ornithinolytica BF60 Ribonucleic acid RNA Substrates Synthesis Tuning whole‐cell biocatalysis |
title | Combinatorial synthetic pathway fine‐tuning and comparative transcriptomics for metabolic engineering of Raoultella ornithinolytica BF60 to efficiently synthesize 2,5‐furandicarboxylic acid |
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