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Accurate ab initio prediction of NMR chemical shifts of nucleic acids and nucleic acids/protein complexes
NMR chemical shift predictions based on empirical methods are nowadays indispensable tools during resonance assignment and 3D structure calculation of proteins. However, owing to the very limited statistical data basis, such methods are still in their infancy in the field of nucleic acids, especiall...
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Published in: | Nucleic acids research 2014-12, Vol.42 (22), p.e173-e173 |
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creator | Victora, Andrea Möller, Heiko M Exner, Thomas E |
description | NMR chemical shift predictions based on empirical methods are nowadays indispensable tools during resonance assignment and 3D structure calculation of proteins. However, owing to the very limited statistical data basis, such methods are still in their infancy in the field of nucleic acids, especially when non-canonical structures and nucleic acid complexes are considered. Here, we present an ab initio approach for predicting proton chemical shifts of arbitrary nucleic acid structures based on state-of-the-art fragment-based quantum chemical calculations. We tested our prediction method on a diverse set of nucleic acid structures including double-stranded DNA, hairpins, DNA/protein complexes and chemically-modified DNA. Overall, our quantum chemical calculations yield highly/very accurate predictions with mean absolute deviations of 0.3-0.6 ppm and correlation coefficients (r(2)) usually above 0.9. This will allow for identifying misassignments and validating 3D structures. Furthermore, our calculations reveal that chemical shifts of protons involved in hydrogen bonding are predicted significantly less accurately. This is in part caused by insufficient inclusion of solvation effects. However, it also points toward shortcomings of current force fields used for structure determination of nucleic acids. Our quantum chemical calculations could therefore provide input for force field optimization. |
doi_str_mv | 10.1093/nar/gku1006 |
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However, owing to the very limited statistical data basis, such methods are still in their infancy in the field of nucleic acids, especially when non-canonical structures and nucleic acid complexes are considered. Here, we present an ab initio approach for predicting proton chemical shifts of arbitrary nucleic acid structures based on state-of-the-art fragment-based quantum chemical calculations. We tested our prediction method on a diverse set of nucleic acid structures including double-stranded DNA, hairpins, DNA/protein complexes and chemically-modified DNA. Overall, our quantum chemical calculations yield highly/very accurate predictions with mean absolute deviations of 0.3-0.6 ppm and correlation coefficients (r(2)) usually above 0.9. This will allow for identifying misassignments and validating 3D structures. Furthermore, our calculations reveal that chemical shifts of protons involved in hydrogen bonding are predicted significantly less accurately. This is in part caused by insufficient inclusion of solvation effects. However, it also points toward shortcomings of current force fields used for structure determination of nucleic acids. Our quantum chemical calculations could therefore provide input for force field optimization.</description><identifier>ISSN: 0305-1048</identifier><identifier>EISSN: 1362-4962</identifier><identifier>DOI: 10.1093/nar/gku1006</identifier><identifier>PMID: 25404135</identifier><language>eng</language><publisher>England: Oxford University Press</publisher><subject>Antiviral Agents - chemistry ; Cytosine - analogs & derivatives ; Cytosine - chemistry ; DNA - chemistry ; DNA - metabolism ; DNA-Binding Proteins - chemistry ; DNA-Binding Proteins - metabolism ; G-Quadruplexes ; Lac Repressors - chemistry ; Lac Repressors - metabolism ; Methods Online ; Models, Molecular ; Nuclear Magnetic Resonance, Biomolecular - methods ; Operator Regions, Genetic ; Organophosphonates - chemistry ; Promoter Regions, Genetic ; Protein Binding ; Protons</subject><ispartof>Nucleic acids research, 2014-12, Vol.42 (22), p.e173-e173</ispartof><rights>The Author(s) 2014. Published by Oxford University Press on behalf of Nucleic Acids Research.</rights><rights>The Author(s) 2014. Published by Oxford University Press on behalf of Nucleic Acids Research. 2014</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c414t-a098e137a09960f42ce954d214b399eef593027c5597ac467f21ebe494b4d2fe3</citedby><cites>FETCH-LOGICAL-c414t-a098e137a09960f42ce954d214b399eef593027c5597ac467f21ebe494b4d2fe3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4267612/pdf/$$EPDF$$P50$$Gpubmedcentral$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.ncbi.nlm.nih.gov/pmc/articles/PMC4267612/$$EHTML$$P50$$Gpubmedcentral$$Hfree_for_read</linktohtml><link.rule.ids>230,314,727,780,784,885,27922,27923,53789,53791</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/25404135$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Victora, Andrea</creatorcontrib><creatorcontrib>Möller, Heiko M</creatorcontrib><creatorcontrib>Exner, Thomas E</creatorcontrib><title>Accurate ab initio prediction of NMR chemical shifts of nucleic acids and nucleic acids/protein complexes</title><title>Nucleic acids research</title><addtitle>Nucleic Acids Res</addtitle><description>NMR chemical shift predictions based on empirical methods are nowadays indispensable tools during resonance assignment and 3D structure calculation of proteins. However, owing to the very limited statistical data basis, such methods are still in their infancy in the field of nucleic acids, especially when non-canonical structures and nucleic acid complexes are considered. Here, we present an ab initio approach for predicting proton chemical shifts of arbitrary nucleic acid structures based on state-of-the-art fragment-based quantum chemical calculations. We tested our prediction method on a diverse set of nucleic acid structures including double-stranded DNA, hairpins, DNA/protein complexes and chemically-modified DNA. Overall, our quantum chemical calculations yield highly/very accurate predictions with mean absolute deviations of 0.3-0.6 ppm and correlation coefficients (r(2)) usually above 0.9. This will allow for identifying misassignments and validating 3D structures. Furthermore, our calculations reveal that chemical shifts of protons involved in hydrogen bonding are predicted significantly less accurately. This is in part caused by insufficient inclusion of solvation effects. However, it also points toward shortcomings of current force fields used for structure determination of nucleic acids. Our quantum chemical calculations could therefore provide input for force field optimization.</description><subject>Antiviral Agents - chemistry</subject><subject>Cytosine - analogs & derivatives</subject><subject>Cytosine - chemistry</subject><subject>DNA - chemistry</subject><subject>DNA - metabolism</subject><subject>DNA-Binding Proteins - chemistry</subject><subject>DNA-Binding Proteins - metabolism</subject><subject>G-Quadruplexes</subject><subject>Lac Repressors - chemistry</subject><subject>Lac Repressors - metabolism</subject><subject>Methods Online</subject><subject>Models, Molecular</subject><subject>Nuclear Magnetic Resonance, Biomolecular - methods</subject><subject>Operator Regions, Genetic</subject><subject>Organophosphonates - chemistry</subject><subject>Promoter Regions, Genetic</subject><subject>Protein Binding</subject><subject>Protons</subject><issn>0305-1048</issn><issn>1362-4962</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2014</creationdate><recordtype>article</recordtype><recordid>eNqFkc1LHTEUxUNp0ad11b1kWSjTl5uvedkIIq0tWAWx65DJ3PGlziRjMlPsf98RX0VXXZ3LuT8O93II-QDsMzAj1tHl9e3dDIzpN2QFQvNKGs3fkhUTTFXA5GafHJTyizGQoOQe2edKMglCrUg49X7ObkLqGhpimEKiY8Y2-GWKNHX08sc19Vscgnc9LdvQTeXRjrPvMXjqfGgLdbF97azHnCYMkfo0jD0-YHlP3nWuL3i000Py8-uXm7Nv1cXV-fez04vKS5BT5ZjZIIh6UaNZJ7lHo2TLQTbCGMROGcF47ZUytfNS1x0HbFAa2SxUh-KQnDzljnMzYOsxTtn1dsxhcPmPTS7Y15sYtvY2_baS61oDXwI-7gJyup-xTHYIxWPfu4hpLhY2bKONNGD-j2pRG6NqqBf00xPqcyolY_d8ETD72KNderS7Hhf6-OUTz-y_4sRfHWKbNg</recordid><startdate>20141216</startdate><enddate>20141216</enddate><creator>Victora, Andrea</creator><creator>Möller, Heiko M</creator><creator>Exner, Thomas E</creator><general>Oxford University Press</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>7TM</scope><scope>8FD</scope><scope>FR3</scope><scope>P64</scope><scope>RC3</scope><scope>5PM</scope></search><sort><creationdate>20141216</creationdate><title>Accurate ab initio prediction of NMR chemical shifts of nucleic acids and nucleic acids/protein complexes</title><author>Victora, Andrea ; Möller, Heiko M ; Exner, Thomas E</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c414t-a098e137a09960f42ce954d214b399eef593027c5597ac467f21ebe494b4d2fe3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2014</creationdate><topic>Antiviral Agents - chemistry</topic><topic>Cytosine - analogs & derivatives</topic><topic>Cytosine - chemistry</topic><topic>DNA - chemistry</topic><topic>DNA - metabolism</topic><topic>DNA-Binding Proteins - chemistry</topic><topic>DNA-Binding Proteins - metabolism</topic><topic>G-Quadruplexes</topic><topic>Lac Repressors - chemistry</topic><topic>Lac Repressors - metabolism</topic><topic>Methods Online</topic><topic>Models, Molecular</topic><topic>Nuclear Magnetic Resonance, Biomolecular - methods</topic><topic>Operator Regions, Genetic</topic><topic>Organophosphonates - chemistry</topic><topic>Promoter Regions, Genetic</topic><topic>Protein Binding</topic><topic>Protons</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Victora, Andrea</creatorcontrib><creatorcontrib>Möller, Heiko M</creatorcontrib><creatorcontrib>Exner, Thomas E</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>Nucleic Acids Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Nucleic acids research</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Victora, Andrea</au><au>Möller, Heiko M</au><au>Exner, Thomas E</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Accurate ab initio prediction of NMR chemical shifts of nucleic acids and nucleic acids/protein complexes</atitle><jtitle>Nucleic acids research</jtitle><addtitle>Nucleic Acids Res</addtitle><date>2014-12-16</date><risdate>2014</risdate><volume>42</volume><issue>22</issue><spage>e173</spage><epage>e173</epage><pages>e173-e173</pages><issn>0305-1048</issn><eissn>1362-4962</eissn><abstract>NMR chemical shift predictions based on empirical methods are nowadays indispensable tools during resonance assignment and 3D structure calculation of proteins. However, owing to the very limited statistical data basis, such methods are still in their infancy in the field of nucleic acids, especially when non-canonical structures and nucleic acid complexes are considered. Here, we present an ab initio approach for predicting proton chemical shifts of arbitrary nucleic acid structures based on state-of-the-art fragment-based quantum chemical calculations. We tested our prediction method on a diverse set of nucleic acid structures including double-stranded DNA, hairpins, DNA/protein complexes and chemically-modified DNA. Overall, our quantum chemical calculations yield highly/very accurate predictions with mean absolute deviations of 0.3-0.6 ppm and correlation coefficients (r(2)) usually above 0.9. This will allow for identifying misassignments and validating 3D structures. Furthermore, our calculations reveal that chemical shifts of protons involved in hydrogen bonding are predicted significantly less accurately. This is in part caused by insufficient inclusion of solvation effects. However, it also points toward shortcomings of current force fields used for structure determination of nucleic acids. Our quantum chemical calculations could therefore provide input for force field optimization.</abstract><cop>England</cop><pub>Oxford University Press</pub><pmid>25404135</pmid><doi>10.1093/nar/gku1006</doi><oa>free_for_read</oa></addata></record> |
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subjects | Antiviral Agents - chemistry Cytosine - analogs & derivatives Cytosine - chemistry DNA - chemistry DNA - metabolism DNA-Binding Proteins - chemistry DNA-Binding Proteins - metabolism G-Quadruplexes Lac Repressors - chemistry Lac Repressors - metabolism Methods Online Models, Molecular Nuclear Magnetic Resonance, Biomolecular - methods Operator Regions, Genetic Organophosphonates - chemistry Promoter Regions, Genetic Protein Binding Protons |
title | Accurate ab initio prediction of NMR chemical shifts of nucleic acids and nucleic acids/protein complexes |
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