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A universal free energy relationship for both hard and soft radical addition in water
Prioritization of (eco)toxicological risks and technological endpoints among 100,000+ potential substances, conditions and mechanisms requires computationally ‘inexpensive’ and accurate tools to ‘screen’ reactivity and identify reaction products. Such prediction tools are very scarce. Left unresolve...
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Published in: | Journal of physical organic chemistry 2022-04, Vol.35 (4), p.n/a |
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container_title | Journal of physical organic chemistry |
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creator | Nolte, Tom M. Hendriks, A. Jan Novák, Laurie A. Peijnenburg, Willie J. G. M. |
description | Prioritization of (eco)toxicological risks and technological endpoints among 100,000+ potential substances, conditions and mechanisms requires computationally ‘inexpensive’ and accurate tools to ‘screen’ reactivity and identify reaction products. Such prediction tools are very scarce. Left unresolved, charge‐transfer and hydration complicate predictions. Based on experimental reaction of radicals (3O2, CH3•, CO3•− etc.) with organic substrates, we hypothesized that a universal linear free energy relationship (LFER) can rationalize these reactions to accurately predict addition rates.
We calculated free energies of forming charge‐separated intermediates from explicit descriptions of addition reaction products. We combined these energies, via a thermodynamic cycle, with electron transfer energies to calculate product formation energies. All energies include consideration of hydration effects by water. We ascribe feasibilities of ‘hard’ (ionic) and ‘soft’ (covalent) mechanisms to the relevance of the charge‐separated intermediate.
Analysis shows that activation energies effectively relate to a combination of product formation energies and charge‐separation energies. The relative importance of these is determined by a mixing parameter, which is mostly constant for a given radical (substrate). Via the Eyring equation, our universal LFER explains up to 94% of the variance in data for rate constants. Prediction error is a factor 5 (2 SD), only slightly larger than variation in experimentation, particularly sensitive to varying reaction conditions.
Minimal parametrization ensures that our new framework for calculating reactivity of radical addition is accurate, robust and with satisfactory rational. Calculation time for 100 reactions is |
doi_str_mv | 10.1002/poc.4317 |
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We calculated free energies of forming charge‐separated intermediates from explicit descriptions of addition reaction products. We combined these energies, via a thermodynamic cycle, with electron transfer energies to calculate product formation energies. All energies include consideration of hydration effects by water. We ascribe feasibilities of ‘hard’ (ionic) and ‘soft’ (covalent) mechanisms to the relevance of the charge‐separated intermediate.
Analysis shows that activation energies effectively relate to a combination of product formation energies and charge‐separation energies. The relative importance of these is determined by a mixing parameter, which is mostly constant for a given radical (substrate). Via the Eyring equation, our universal LFER explains up to 94% of the variance in data for rate constants. Prediction error is a factor 5 (2 SD), only slightly larger than variation in experimentation, particularly sensitive to varying reaction conditions.
Minimal parametrization ensures that our new framework for calculating reactivity of radical addition is accurate, robust and with satisfactory rational. Calculation time for 100 reactions is <1 h on a standard desktop PC. In anticipation of underpinning with an even wider range of reagents, this ‘inexpensive’ calculus can more easily assess a greater domain of structures and extrapolate to new structures. This helps to better assess and select favourable non‐toxic, environmentally friendly and technologically superior chemical (sub)structures.
Feasibilities of hard/soft (ionic/covalent) radical additions relate to charge separation. We combined charge separation with electron transfer to calculate addition energies. Activation energies relate to a combination of addition and charge‐separation energies and a mixing parameter. An inexpensive linear free energy relationship (LFER) explains ≤94% of rate constant data; its error is a factor 5 (2 SD), slightly larger than experimental variability. The LFER can select non‐toxic, environmentally friendly and technologically superior chemicals.</description><identifier>ISSN: 0894-3230</identifier><identifier>EISSN: 1099-1395</identifier><identifier>DOI: 10.1002/poc.4317</identifier><language>eng</language><publisher>Bognor Regis: Wiley Subscription Services, Inc</publisher><subject>Charge transfer ; Electron transfer ; Energy of formation ; Experimentation ; Free energy ; Heat of formation ; Hydration ; LFER ; Mathematical analysis ; oxygen ; Parameterization ; radical addition ; Rate constants ; Reaction products ; Reagents ; Substrates ; Toxicology</subject><ispartof>Journal of physical organic chemistry, 2022-04, Vol.35 (4), p.n/a</ispartof><rights>2022 The Authors. published by John Wiley & Sons Ltd.</rights><rights>2022. This article is published under http://creativecommons.org/licenses/by-nc-nd/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-c3277-54ec64e52445e9baf60530860293e816e1b66b88fd9e6aff4bc4f1d9d90134c63</citedby><cites>FETCH-LOGICAL-c3277-54ec64e52445e9baf60530860293e816e1b66b88fd9e6aff4bc4f1d9d90134c63</cites><orcidid>0000-0001-8083-0749</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Nolte, Tom M.</creatorcontrib><creatorcontrib>Hendriks, A. Jan</creatorcontrib><creatorcontrib>Novák, Laurie A.</creatorcontrib><creatorcontrib>Peijnenburg, Willie J. G. M.</creatorcontrib><title>A universal free energy relationship for both hard and soft radical addition in water</title><title>Journal of physical organic chemistry</title><description>Prioritization of (eco)toxicological risks and technological endpoints among 100,000+ potential substances, conditions and mechanisms requires computationally ‘inexpensive’ and accurate tools to ‘screen’ reactivity and identify reaction products. Such prediction tools are very scarce. Left unresolved, charge‐transfer and hydration complicate predictions. Based on experimental reaction of radicals (3O2, CH3•, CO3•− etc.) with organic substrates, we hypothesized that a universal linear free energy relationship (LFER) can rationalize these reactions to accurately predict addition rates.
We calculated free energies of forming charge‐separated intermediates from explicit descriptions of addition reaction products. We combined these energies, via a thermodynamic cycle, with electron transfer energies to calculate product formation energies. All energies include consideration of hydration effects by water. We ascribe feasibilities of ‘hard’ (ionic) and ‘soft’ (covalent) mechanisms to the relevance of the charge‐separated intermediate.
Analysis shows that activation energies effectively relate to a combination of product formation energies and charge‐separation energies. The relative importance of these is determined by a mixing parameter, which is mostly constant for a given radical (substrate). Via the Eyring equation, our universal LFER explains up to 94% of the variance in data for rate constants. Prediction error is a factor 5 (2 SD), only slightly larger than variation in experimentation, particularly sensitive to varying reaction conditions.
Minimal parametrization ensures that our new framework for calculating reactivity of radical addition is accurate, robust and with satisfactory rational. Calculation time for 100 reactions is <1 h on a standard desktop PC. In anticipation of underpinning with an even wider range of reagents, this ‘inexpensive’ calculus can more easily assess a greater domain of structures and extrapolate to new structures. This helps to better assess and select favourable non‐toxic, environmentally friendly and technologically superior chemical (sub)structures.
Feasibilities of hard/soft (ionic/covalent) radical additions relate to charge separation. We combined charge separation with electron transfer to calculate addition energies. Activation energies relate to a combination of addition and charge‐separation energies and a mixing parameter. An inexpensive linear free energy relationship (LFER) explains ≤94% of rate constant data; its error is a factor 5 (2 SD), slightly larger than experimental variability. The LFER can select non‐toxic, environmentally friendly and technologically superior chemicals.</description><subject>Charge transfer</subject><subject>Electron transfer</subject><subject>Energy of formation</subject><subject>Experimentation</subject><subject>Free energy</subject><subject>Heat of formation</subject><subject>Hydration</subject><subject>LFER</subject><subject>Mathematical analysis</subject><subject>oxygen</subject><subject>Parameterization</subject><subject>radical addition</subject><subject>Rate constants</subject><subject>Reaction products</subject><subject>Reagents</subject><subject>Substrates</subject><subject>Toxicology</subject><issn>0894-3230</issn><issn>1099-1395</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><recordid>eNp10D1PwzAQBmALgUQpSPwESywsKf6KE49VxZdUqQx0thz7TF2FONgpVf89KWVluuGeu9O9CN1SMqOEsIc-2pngtDpDE0qUKihX5TmakFqJgjNOLtFVzltCxl5ZTdB6jndd-IaUTYt9AsDQQfo44AStGULs8ib02MeEmzhs8MYkh03ncI5-wMm4YMc541w4Whw6vDcDpGt04U2b4eavTtH66fF98VIsV8-vi_mysJxVVVEKsFJAyYQoQTXGS1JyUkvCFIeaSqCNlE1de6dAGu9FY4WnTjlFKBdW8im6O-3tU_zaQR70Nu5SN57UTIrxdSlZPar7k7Ip5pzA6z6FT5MOmhJ9DE2PoeljaCMtTnQfWjj86_TbavHrfwDuIm0Y</recordid><startdate>202204</startdate><enddate>202204</enddate><creator>Nolte, Tom M.</creator><creator>Hendriks, A. Jan</creator><creator>Novák, Laurie A.</creator><creator>Peijnenburg, Willie J. G. M.</creator><general>Wiley Subscription Services, Inc</general><scope>24P</scope><scope>WIN</scope><scope>AAYXX</scope><scope>CITATION</scope><orcidid>https://orcid.org/0000-0001-8083-0749</orcidid></search><sort><creationdate>202204</creationdate><title>A universal free energy relationship for both hard and soft radical addition in water</title><author>Nolte, Tom M. ; Hendriks, A. Jan ; Novák, Laurie A. ; Peijnenburg, Willie J. G. M.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3277-54ec64e52445e9baf60530860293e816e1b66b88fd9e6aff4bc4f1d9d90134c63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Charge transfer</topic><topic>Electron transfer</topic><topic>Energy of formation</topic><topic>Experimentation</topic><topic>Free energy</topic><topic>Heat of formation</topic><topic>Hydration</topic><topic>LFER</topic><topic>Mathematical analysis</topic><topic>oxygen</topic><topic>Parameterization</topic><topic>radical addition</topic><topic>Rate constants</topic><topic>Reaction products</topic><topic>Reagents</topic><topic>Substrates</topic><topic>Toxicology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Nolte, Tom M.</creatorcontrib><creatorcontrib>Hendriks, A. Jan</creatorcontrib><creatorcontrib>Novák, Laurie A.</creatorcontrib><creatorcontrib>Peijnenburg, Willie J. G. M.</creatorcontrib><collection>Open Access: Wiley-Blackwell Open Access Journals</collection><collection>Wiley Online Library</collection><collection>CrossRef</collection><jtitle>Journal of physical organic chemistry</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Nolte, Tom M.</au><au>Hendriks, A. Jan</au><au>Novák, Laurie A.</au><au>Peijnenburg, Willie J. G. M.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A universal free energy relationship for both hard and soft radical addition in water</atitle><jtitle>Journal of physical organic chemistry</jtitle><date>2022-04</date><risdate>2022</risdate><volume>35</volume><issue>4</issue><epage>n/a</epage><issn>0894-3230</issn><eissn>1099-1395</eissn><abstract>Prioritization of (eco)toxicological risks and technological endpoints among 100,000+ potential substances, conditions and mechanisms requires computationally ‘inexpensive’ and accurate tools to ‘screen’ reactivity and identify reaction products. Such prediction tools are very scarce. Left unresolved, charge‐transfer and hydration complicate predictions. Based on experimental reaction of radicals (3O2, CH3•, CO3•− etc.) with organic substrates, we hypothesized that a universal linear free energy relationship (LFER) can rationalize these reactions to accurately predict addition rates.
We calculated free energies of forming charge‐separated intermediates from explicit descriptions of addition reaction products. We combined these energies, via a thermodynamic cycle, with electron transfer energies to calculate product formation energies. All energies include consideration of hydration effects by water. We ascribe feasibilities of ‘hard’ (ionic) and ‘soft’ (covalent) mechanisms to the relevance of the charge‐separated intermediate.
Analysis shows that activation energies effectively relate to a combination of product formation energies and charge‐separation energies. The relative importance of these is determined by a mixing parameter, which is mostly constant for a given radical (substrate). Via the Eyring equation, our universal LFER explains up to 94% of the variance in data for rate constants. Prediction error is a factor 5 (2 SD), only slightly larger than variation in experimentation, particularly sensitive to varying reaction conditions.
Minimal parametrization ensures that our new framework for calculating reactivity of radical addition is accurate, robust and with satisfactory rational. Calculation time for 100 reactions is <1 h on a standard desktop PC. In anticipation of underpinning with an even wider range of reagents, this ‘inexpensive’ calculus can more easily assess a greater domain of structures and extrapolate to new structures. This helps to better assess and select favourable non‐toxic, environmentally friendly and technologically superior chemical (sub)structures.
Feasibilities of hard/soft (ionic/covalent) radical additions relate to charge separation. We combined charge separation with electron transfer to calculate addition energies. Activation energies relate to a combination of addition and charge‐separation energies and a mixing parameter. An inexpensive linear free energy relationship (LFER) explains ≤94% of rate constant data; its error is a factor 5 (2 SD), slightly larger than experimental variability. The LFER can select non‐toxic, environmentally friendly and technologically superior chemicals.</abstract><cop>Bognor Regis</cop><pub>Wiley Subscription Services, Inc</pub><doi>10.1002/poc.4317</doi><tpages>15</tpages><orcidid>https://orcid.org/0000-0001-8083-0749</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Charge transfer Electron transfer Energy of formation Experimentation Free energy Heat of formation Hydration LFER Mathematical analysis oxygen Parameterization radical addition Rate constants Reaction products Reagents Substrates Toxicology |
title | A universal free energy relationship for both hard and soft radical addition in water |
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