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Highly active rubiscos discovered by systematic interrogation of natural sequence diversity
CO 2 is converted into biomass almost solely by the enzyme rubisco. The poor carboxylation properties of plant rubiscos have led to efforts that made it the most kinetically characterized enzyme, yet these studies focused on 100) were active in vitro , with the fastest having a turnover number of 2...
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Published in: | The EMBO journal 2020-09, Vol.39 (18), p.e104081-n/a |
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creator | Davidi, Dan Shamshoum, Melina Guo, Zhijun Bar‐On, Yinon M Prywes, Noam Oz, Aia Jablonska, Jagoda Flamholz, Avi Wernick, David G Antonovsky, Niv de Pins, Benoit Shachar, Lior Hochhauser, Dina Peleg, Yoav Albeck, Shira Sharon, Itai Mueller‐Cajar, Oliver Milo, Ron |
description | CO
2
is converted into biomass almost solely by the enzyme rubisco. The poor carboxylation properties of plant rubiscos have led to efforts that made it the most kinetically characterized enzyme, yet these studies focused on 100) were active
in vitro
, with the fastest having a turnover number of 22 ± 1 s
−1
—sixfold faster than the median plant rubisco and nearly twofold faster than the fastest measured rubisco to date. Unlike rubiscos from plants and cyanobacteria, the fastest variants discovered here are homodimers and exhibit a much simpler folding and activation kinetics. Our pipeline can be utilized to explore the kinetic space of other enzymes of interest, allowing us to get a better view of the biosynthetic potential of the biosphere.
Synopsis
The photosynthetic enzyme rubisco catalyzes the rate‐limiting step of carbon fixation in the Calvin‐Benson cycle. Here, analysis of previously uncharacterized natural form‐II and II/III rubiscos leads to identification of an enzyme with the fastest CO
2
fixation rate described to date.
Analysis of available metagenomic data allows identification and phylogenetic clustering of rubisco large subunit sequences.
143 form‐II and II/III rubisco variants were synthesized, purified, and biochemically tested for their maximal carboxylation rate.
Form‐II rubisco from soil bacterium
Gallionella
sp. was found to have six‐fold faster carboxylation rate than the median plant enzyme, and nearly two‐fold faster than the fastest measured rubisco to date.
Graphical Abstract
Metagenomic and biochemical analysis of previously uncharacterized naturally‐occurring form‐II and II/III rubiscos leads to identification of an enzyme with the fastest CO
2
fixation rate described to date. |
doi_str_mv | 10.15252/embj.2019104081 |
format | article |
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2
is converted into biomass almost solely by the enzyme rubisco. The poor carboxylation properties of plant rubiscos have led to efforts that made it the most kinetically characterized enzyme, yet these studies focused on < 5% of its natural diversity. Here, we searched for fast‐carboxylating variants by systematically mining genomic and metagenomic data. Approximately 33,000 unique rubisco sequences were identified and clustered into ≈ 1,000 similarity groups. We then synthesized, purified, and biochemically tested the carboxylation rates of 143 representatives, spanning all clusters of form‐II and form‐II/III rubiscos. Most variants (> 100) were active
in vitro
, with the fastest having a turnover number of 22 ± 1 s
−1
—sixfold faster than the median plant rubisco and nearly twofold faster than the fastest measured rubisco to date. Unlike rubiscos from plants and cyanobacteria, the fastest variants discovered here are homodimers and exhibit a much simpler folding and activation kinetics. Our pipeline can be utilized to explore the kinetic space of other enzymes of interest, allowing us to get a better view of the biosynthetic potential of the biosphere.
Synopsis
The photosynthetic enzyme rubisco catalyzes the rate‐limiting step of carbon fixation in the Calvin‐Benson cycle. Here, analysis of previously uncharacterized natural form‐II and II/III rubiscos leads to identification of an enzyme with the fastest CO
2
fixation rate described to date.
Analysis of available metagenomic data allows identification and phylogenetic clustering of rubisco large subunit sequences.
143 form‐II and II/III rubisco variants were synthesized, purified, and biochemically tested for their maximal carboxylation rate.
Form‐II rubisco from soil bacterium
Gallionella
sp. was found to have six‐fold faster carboxylation rate than the median plant enzyme, and nearly two‐fold faster than the fastest measured rubisco to date.
Graphical Abstract
Metagenomic and biochemical analysis of previously uncharacterized naturally‐occurring form‐II and II/III rubiscos leads to identification of an enzyme with the fastest CO
2
fixation rate described to date.</description><identifier>ISSN: 0261-4189</identifier><identifier>EISSN: 1460-2075</identifier><identifier>DOI: 10.15252/embj.2019104081</identifier><identifier>PMID: 32500941</identifier><language>eng</language><publisher>London: Nature Publishing Group UK</publisher><subject>Biosphere ; Carbon dioxide ; Carbon dioxide fixation ; Carbon fixation ; Carbon sequestration ; Carboxylation ; carboxylation rate ; Clustering ; Cyanobacteria ; Data Mining ; Databases, Nucleic Acid ; EMBO21 ; EMBO30 ; enhanced photosynthesis ; Enzymes ; Interrogation ; Isoenzymes - classification ; Isoenzymes - genetics ; metagenomic survey ; Metagenomics ; Photosynthesis ; Phylogeny ; Reaction kinetics ; Resource ; Ribulose-bisphosphate carboxylase ; Ribulose-Bisphosphate Carboxylase - classification ; Ribulose-Bisphosphate Carboxylase - genetics ; ribulose‐1,5‐bisphosphate carboxylase/oxygenase ; Soil bacteria ; Soil microorganisms</subject><ispartof>The EMBO journal, 2020-09, Vol.39 (18), p.e104081-n/a</ispartof><rights>The Author(s) 2020</rights><rights>2020 The Authors. Published under the terms of the CC BY 4.0 license</rights><rights>2020 The Authors. Published under the terms of the CC BY 4.0 license.</rights><rights>2020. This article is published under http://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c5851-8d69120665decd8ccb6ed89c88b24ef0394ef5231a7e9bf77bd82bf6c2daa1d3</citedby><cites>FETCH-LOGICAL-c5851-8d69120665decd8ccb6ed89c88b24ef0394ef5231a7e9bf77bd82bf6c2daa1d3</cites><orcidid>0000-0003-1641-2299 ; 0000-0002-9278-5479</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7507306/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC7507306/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27924,27925,53791,53793</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/32500941$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Davidi, Dan</creatorcontrib><creatorcontrib>Shamshoum, Melina</creatorcontrib><creatorcontrib>Guo, Zhijun</creatorcontrib><creatorcontrib>Bar‐On, Yinon M</creatorcontrib><creatorcontrib>Prywes, Noam</creatorcontrib><creatorcontrib>Oz, Aia</creatorcontrib><creatorcontrib>Jablonska, Jagoda</creatorcontrib><creatorcontrib>Flamholz, Avi</creatorcontrib><creatorcontrib>Wernick, David G</creatorcontrib><creatorcontrib>Antonovsky, Niv</creatorcontrib><creatorcontrib>de Pins, Benoit</creatorcontrib><creatorcontrib>Shachar, Lior</creatorcontrib><creatorcontrib>Hochhauser, Dina</creatorcontrib><creatorcontrib>Peleg, Yoav</creatorcontrib><creatorcontrib>Albeck, Shira</creatorcontrib><creatorcontrib>Sharon, Itai</creatorcontrib><creatorcontrib>Mueller‐Cajar, Oliver</creatorcontrib><creatorcontrib>Milo, Ron</creatorcontrib><title>Highly active rubiscos discovered by systematic interrogation of natural sequence diversity</title><title>The EMBO journal</title><addtitle>EMBO J</addtitle><addtitle>EMBO J</addtitle><description>CO
2
is converted into biomass almost solely by the enzyme rubisco. The poor carboxylation properties of plant rubiscos have led to efforts that made it the most kinetically characterized enzyme, yet these studies focused on < 5% of its natural diversity. Here, we searched for fast‐carboxylating variants by systematically mining genomic and metagenomic data. Approximately 33,000 unique rubisco sequences were identified and clustered into ≈ 1,000 similarity groups. We then synthesized, purified, and biochemically tested the carboxylation rates of 143 representatives, spanning all clusters of form‐II and form‐II/III rubiscos. Most variants (> 100) were active
in vitro
, with the fastest having a turnover number of 22 ± 1 s
−1
—sixfold faster than the median plant rubisco and nearly twofold faster than the fastest measured rubisco to date. Unlike rubiscos from plants and cyanobacteria, the fastest variants discovered here are homodimers and exhibit a much simpler folding and activation kinetics. Our pipeline can be utilized to explore the kinetic space of other enzymes of interest, allowing us to get a better view of the biosynthetic potential of the biosphere.
Synopsis
The photosynthetic enzyme rubisco catalyzes the rate‐limiting step of carbon fixation in the Calvin‐Benson cycle. Here, analysis of previously uncharacterized natural form‐II and II/III rubiscos leads to identification of an enzyme with the fastest CO
2
fixation rate described to date.
Analysis of available metagenomic data allows identification and phylogenetic clustering of rubisco large subunit sequences.
143 form‐II and II/III rubisco variants were synthesized, purified, and biochemically tested for their maximal carboxylation rate.
Form‐II rubisco from soil bacterium
Gallionella
sp. was found to have six‐fold faster carboxylation rate than the median plant enzyme, and nearly two‐fold faster than the fastest measured rubisco to date.
Graphical Abstract
Metagenomic and biochemical analysis of previously uncharacterized naturally‐occurring form‐II and II/III rubiscos leads to identification of an enzyme with the fastest CO
2
fixation rate described to date.</description><subject>Biosphere</subject><subject>Carbon dioxide</subject><subject>Carbon dioxide fixation</subject><subject>Carbon fixation</subject><subject>Carbon sequestration</subject><subject>Carboxylation</subject><subject>carboxylation rate</subject><subject>Clustering</subject><subject>Cyanobacteria</subject><subject>Data Mining</subject><subject>Databases, Nucleic Acid</subject><subject>EMBO21</subject><subject>EMBO30</subject><subject>enhanced photosynthesis</subject><subject>Enzymes</subject><subject>Interrogation</subject><subject>Isoenzymes - classification</subject><subject>Isoenzymes - genetics</subject><subject>metagenomic survey</subject><subject>Metagenomics</subject><subject>Photosynthesis</subject><subject>Phylogeny</subject><subject>Reaction kinetics</subject><subject>Resource</subject><subject>Ribulose-bisphosphate carboxylase</subject><subject>Ribulose-Bisphosphate Carboxylase - classification</subject><subject>Ribulose-Bisphosphate Carboxylase - genetics</subject><subject>ribulose‐1,5‐bisphosphate carboxylase/oxygenase</subject><subject>Soil bacteria</subject><subject>Soil microorganisms</subject><issn>0261-4189</issn><issn>1460-2075</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><recordid>eNqFkdFr1TAYxYM43HX67pMUfPGl2_elTZuCCDo255j4sjcfQpp8vculbWbSXul_b7Y7NycMXxJCfudwDoexNwiHKLjgRzS0m0MO2CCUIPEZW2FZQc6hFs_ZCniFeYmy2WcvY9wAgJA1vmD7BRcATYkr9uPMra_6JdNmclvKwty6aHzM7M21pUA2a5csLnGiQU_OZG6cKAS_Tg8_Zr7LRj3NQfdZpJ8zjYaSNOmim5ZXbK_TfaTXd_cBuzw9uTw-yy--f_l6_OkiN0IKzKWtGuRQVcKSsdKYtiIrGyNly0vqoGjSKXiBuqam7eq6tZK3XWW41RptccA-7myv53Yga2icUh51Hdygw6K8durxz-iu1NpvVS2gLqBKBu_vDIJPHeKkhtSe-l6P5OeoeIlQiKYBmdB3_6AbP4cxtUtUyQXKEnmiYEeZ4GMM1N2HQVC3w6mb4dTDcEny9u8S94I_SyXgww745Xpa_muoTr59Pn_kjzt5TMpxTeEh-JOZfgMiaLiy</recordid><startdate>20200915</startdate><enddate>20200915</enddate><creator>Davidi, Dan</creator><creator>Shamshoum, Melina</creator><creator>Guo, Zhijun</creator><creator>Bar‐On, Yinon M</creator><creator>Prywes, Noam</creator><creator>Oz, Aia</creator><creator>Jablonska, Jagoda</creator><creator>Flamholz, Avi</creator><creator>Wernick, David G</creator><creator>Antonovsky, Niv</creator><creator>de Pins, Benoit</creator><creator>Shachar, Lior</creator><creator>Hochhauser, Dina</creator><creator>Peleg, Yoav</creator><creator>Albeck, Shira</creator><creator>Sharon, Itai</creator><creator>Mueller‐Cajar, Oliver</creator><creator>Milo, Ron</creator><general>Nature Publishing Group UK</general><general>Blackwell Publishing Ltd</general><general>John Wiley and Sons Inc</general><scope>C6C</scope><scope>24P</scope><scope>WIN</scope><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>7QG</scope><scope>7QL</scope><scope>7QP</scope><scope>7T5</scope><scope>7TK</scope><scope>7TM</scope><scope>7TO</scope><scope>7U9</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>H94</scope><scope>K9.</scope><scope>M7N</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0003-1641-2299</orcidid><orcidid>https://orcid.org/0000-0002-9278-5479</orcidid></search><sort><creationdate>20200915</creationdate><title>Highly active rubiscos discovered by systematic interrogation of natural sequence diversity</title><author>Davidi, Dan ; Shamshoum, Melina ; Guo, Zhijun ; Bar‐On, Yinon M ; Prywes, Noam ; Oz, Aia ; Jablonska, Jagoda ; Flamholz, Avi ; Wernick, David G ; Antonovsky, Niv ; de Pins, Benoit ; Shachar, Lior ; Hochhauser, Dina ; Peleg, Yoav ; Albeck, Shira ; Sharon, Itai ; Mueller‐Cajar, Oliver ; Milo, Ron</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c5851-8d69120665decd8ccb6ed89c88b24ef0394ef5231a7e9bf77bd82bf6c2daa1d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Biosphere</topic><topic>Carbon dioxide</topic><topic>Carbon dioxide fixation</topic><topic>Carbon fixation</topic><topic>Carbon sequestration</topic><topic>Carboxylation</topic><topic>carboxylation rate</topic><topic>Clustering</topic><topic>Cyanobacteria</topic><topic>Data Mining</topic><topic>Databases, Nucleic Acid</topic><topic>EMBO21</topic><topic>EMBO30</topic><topic>enhanced photosynthesis</topic><topic>Enzymes</topic><topic>Interrogation</topic><topic>Isoenzymes - classification</topic><topic>Isoenzymes - genetics</topic><topic>metagenomic survey</topic><topic>Metagenomics</topic><topic>Photosynthesis</topic><topic>Phylogeny</topic><topic>Reaction kinetics</topic><topic>Resource</topic><topic>Ribulose-bisphosphate carboxylase</topic><topic>Ribulose-Bisphosphate Carboxylase - classification</topic><topic>Ribulose-Bisphosphate Carboxylase - genetics</topic><topic>ribulose‐1,5‐bisphosphate carboxylase/oxygenase</topic><topic>Soil bacteria</topic><topic>Soil microorganisms</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Davidi, Dan</creatorcontrib><creatorcontrib>Shamshoum, Melina</creatorcontrib><creatorcontrib>Guo, Zhijun</creatorcontrib><creatorcontrib>Bar‐On, Yinon M</creatorcontrib><creatorcontrib>Prywes, Noam</creatorcontrib><creatorcontrib>Oz, Aia</creatorcontrib><creatorcontrib>Jablonska, Jagoda</creatorcontrib><creatorcontrib>Flamholz, Avi</creatorcontrib><creatorcontrib>Wernick, David G</creatorcontrib><creatorcontrib>Antonovsky, Niv</creatorcontrib><creatorcontrib>de Pins, Benoit</creatorcontrib><creatorcontrib>Shachar, Lior</creatorcontrib><creatorcontrib>Hochhauser, Dina</creatorcontrib><creatorcontrib>Peleg, Yoav</creatorcontrib><creatorcontrib>Albeck, Shira</creatorcontrib><creatorcontrib>Sharon, Itai</creatorcontrib><creatorcontrib>Mueller‐Cajar, Oliver</creatorcontrib><creatorcontrib>Milo, Ron</creatorcontrib><collection>Springer Nature OA Free Journals</collection><collection>Wiley-Blackwell Open Access Collection</collection><collection>Wiley Online Library Journals</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Animal Behavior Abstracts</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Calcium & Calcified Tissue Abstracts</collection><collection>Immunology Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Nucleic Acids Abstracts</collection><collection>Oncogenes and Growth Factors Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>The EMBO journal</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Davidi, Dan</au><au>Shamshoum, Melina</au><au>Guo, Zhijun</au><au>Bar‐On, Yinon M</au><au>Prywes, Noam</au><au>Oz, Aia</au><au>Jablonska, Jagoda</au><au>Flamholz, Avi</au><au>Wernick, David G</au><au>Antonovsky, Niv</au><au>de Pins, Benoit</au><au>Shachar, Lior</au><au>Hochhauser, Dina</au><au>Peleg, Yoav</au><au>Albeck, Shira</au><au>Sharon, Itai</au><au>Mueller‐Cajar, Oliver</au><au>Milo, Ron</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Highly active rubiscos discovered by systematic interrogation of natural sequence diversity</atitle><jtitle>The EMBO journal</jtitle><stitle>EMBO J</stitle><addtitle>EMBO J</addtitle><date>2020-09-15</date><risdate>2020</risdate><volume>39</volume><issue>18</issue><spage>e104081</spage><epage>n/a</epage><pages>e104081-n/a</pages><issn>0261-4189</issn><eissn>1460-2075</eissn><abstract>CO
2
is converted into biomass almost solely by the enzyme rubisco. The poor carboxylation properties of plant rubiscos have led to efforts that made it the most kinetically characterized enzyme, yet these studies focused on < 5% of its natural diversity. Here, we searched for fast‐carboxylating variants by systematically mining genomic and metagenomic data. Approximately 33,000 unique rubisco sequences were identified and clustered into ≈ 1,000 similarity groups. We then synthesized, purified, and biochemically tested the carboxylation rates of 143 representatives, spanning all clusters of form‐II and form‐II/III rubiscos. Most variants (> 100) were active
in vitro
, with the fastest having a turnover number of 22 ± 1 s
−1
—sixfold faster than the median plant rubisco and nearly twofold faster than the fastest measured rubisco to date. Unlike rubiscos from plants and cyanobacteria, the fastest variants discovered here are homodimers and exhibit a much simpler folding and activation kinetics. Our pipeline can be utilized to explore the kinetic space of other enzymes of interest, allowing us to get a better view of the biosynthetic potential of the biosphere.
Synopsis
The photosynthetic enzyme rubisco catalyzes the rate‐limiting step of carbon fixation in the Calvin‐Benson cycle. Here, analysis of previously uncharacterized natural form‐II and II/III rubiscos leads to identification of an enzyme with the fastest CO
2
fixation rate described to date.
Analysis of available metagenomic data allows identification and phylogenetic clustering of rubisco large subunit sequences.
143 form‐II and II/III rubisco variants were synthesized, purified, and biochemically tested for their maximal carboxylation rate.
Form‐II rubisco from soil bacterium
Gallionella
sp. was found to have six‐fold faster carboxylation rate than the median plant enzyme, and nearly two‐fold faster than the fastest measured rubisco to date.
Graphical Abstract
Metagenomic and biochemical analysis of previously uncharacterized naturally‐occurring form‐II and II/III rubiscos leads to identification of an enzyme with the fastest CO
2
fixation rate described to date.</abstract><cop>London</cop><pub>Nature Publishing Group UK</pub><pmid>32500941</pmid><doi>10.15252/embj.2019104081</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0003-1641-2299</orcidid><orcidid>https://orcid.org/0000-0002-9278-5479</orcidid><oa>free_for_read</oa></addata></record> |
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language | eng |
recordid | cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_7507306 |
source | PubMed Central |
subjects | Biosphere Carbon dioxide Carbon dioxide fixation Carbon fixation Carbon sequestration Carboxylation carboxylation rate Clustering Cyanobacteria Data Mining Databases, Nucleic Acid EMBO21 EMBO30 enhanced photosynthesis Enzymes Interrogation Isoenzymes - classification Isoenzymes - genetics metagenomic survey Metagenomics Photosynthesis Phylogeny Reaction kinetics Resource Ribulose-bisphosphate carboxylase Ribulose-Bisphosphate Carboxylase - classification Ribulose-Bisphosphate Carboxylase - genetics ribulose‐1,5‐bisphosphate carboxylase/oxygenase Soil bacteria Soil microorganisms |
title | Highly active rubiscos discovered by systematic interrogation of natural sequence diversity |
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