How Reactive are Druggable Cysteines in Protein Kinases?
Targeted covalent inhibitors (TCIs) have been successfully developed as high-affinity and selective inhibitors of enzymes of the protein kinase family. These drugs typically act by undergoing an electrophilic addition with an active-site cysteine residue, so design of a TCI begins with the identific...
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Veröffentlicht in: | Journal of chemical information and modeling 2018-09, Vol.58 (9), p.1935-1946 |
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creator | Awoonor-Williams, Ernest Rowley, Christopher N |
description | Targeted covalent inhibitors (TCIs) have been successfully developed as high-affinity and selective inhibitors of enzymes of the protein kinase family. These drugs typically act by undergoing an electrophilic addition with an active-site cysteine residue, so design of a TCI begins with the identification of a “druggable” cysteine. These electrophilic additions generally require deprotonation of the thiol to form a reactive anionic thiolate, so the acidity of the residue is a critical factor. Few experimental measurements of the pK a’s of druggable cysteines have been reported, so computational prediction could prove to be very important in selecting reactive cysteine targets. Here we report the computed pK a’s of druggable cysteines in selected protein kinases that are of clinical relevance for targeted therapies. The pK a’s of the cysteines were calculated using advanced computational methods based on all-atom replica-exchange thermodynamic integration molecular dynamics simulations in explicit solvent. We found that the acidities of druggable cysteines within protein kinases are diverse and elevated, indicating enormous differences in their reactivity. Constant-pH molecular dynamics simulations were also performed on selected protein kinases, and the results confirmed this varied range in the acidities of druggable cysteines. Many of these active-site cysteines have low exposure to solvent molecules, elevating their pK a values. Electrostatic interactions with nearby anionic residues also elevate the pK a’s of cysteine residues in the active site. The results suggest that some cysteine residues within kinase binding sites will be slow to react with a TCI because of their low acidity. Several oncogenic kinase mutations were also modeled and found to have pK a’s similar to that of the wild-type kinase. |
doi_str_mv | 10.1021/acs.jcim.8b00454 |
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These drugs typically act by undergoing an electrophilic addition with an active-site cysteine residue, so design of a TCI begins with the identification of a “druggable” cysteine. These electrophilic additions generally require deprotonation of the thiol to form a reactive anionic thiolate, so the acidity of the residue is a critical factor. Few experimental measurements of the pK a’s of druggable cysteines have been reported, so computational prediction could prove to be very important in selecting reactive cysteine targets. Here we report the computed pK a’s of druggable cysteines in selected protein kinases that are of clinical relevance for targeted therapies. The pK a’s of the cysteines were calculated using advanced computational methods based on all-atom replica-exchange thermodynamic integration molecular dynamics simulations in explicit solvent. We found that the acidities of druggable cysteines within protein kinases are diverse and elevated, indicating enormous differences in their reactivity. Constant-pH molecular dynamics simulations were also performed on selected protein kinases, and the results confirmed this varied range in the acidities of druggable cysteines. Many of these active-site cysteines have low exposure to solvent molecules, elevating their pK a values. Electrostatic interactions with nearby anionic residues also elevate the pK a’s of cysteine residues in the active site. The results suggest that some cysteine residues within kinase binding sites will be slow to react with a TCI because of their low acidity. Several oncogenic kinase mutations were also modeled and found to have pK a’s similar to that of the wild-type kinase.</description><identifier>ISSN: 1549-9596</identifier><identifier>EISSN: 1549-960X</identifier><identifier>DOI: 10.1021/acs.jcim.8b00454</identifier><identifier>PMID: 30118220</identifier><language>eng</language><publisher>United States: American Chemical Society</publisher><subject>Binding sites ; Chemical reactions ; Computation ; Computer simulation ; Cysteine ; Gluten ; Inhibitors ; Kinases ; Molecular dynamics ; Mutation ; Proteins ; Residues ; Solvents</subject><ispartof>Journal of chemical information and modeling, 2018-09, Vol.58 (9), p.1935-1946</ispartof><rights>Copyright American Chemical Society Sep 24, 2018</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a472t-26f753886707d1bb1fc55288430626c876c4f6d801a7c8bd3e9ac292a2eb22133</citedby><cites>FETCH-LOGICAL-a472t-26f753886707d1bb1fc55288430626c876c4f6d801a7c8bd3e9ac292a2eb22133</cites><orcidid>0000-0002-0205-952X ; 0000-0002-9127-8539</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://pubs.acs.org/doi/pdf/10.1021/acs.jcim.8b00454$$EPDF$$P50$$Gacs$$H</linktopdf><linktohtml>$$Uhttps://pubs.acs.org/doi/10.1021/acs.jcim.8b00454$$EHTML$$P50$$Gacs$$H</linktohtml><link.rule.ids>314,776,780,2751,27055,27903,27904,56716,56766</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/30118220$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Awoonor-Williams, Ernest</creatorcontrib><creatorcontrib>Rowley, Christopher N</creatorcontrib><title>How Reactive are Druggable Cysteines in Protein Kinases?</title><title>Journal of chemical information and modeling</title><addtitle>J. Chem. Inf. Model</addtitle><description>Targeted covalent inhibitors (TCIs) have been successfully developed as high-affinity and selective inhibitors of enzymes of the protein kinase family. These drugs typically act by undergoing an electrophilic addition with an active-site cysteine residue, so design of a TCI begins with the identification of a “druggable” cysteine. These electrophilic additions generally require deprotonation of the thiol to form a reactive anionic thiolate, so the acidity of the residue is a critical factor. Few experimental measurements of the pK a’s of druggable cysteines have been reported, so computational prediction could prove to be very important in selecting reactive cysteine targets. Here we report the computed pK a’s of druggable cysteines in selected protein kinases that are of clinical relevance for targeted therapies. The pK a’s of the cysteines were calculated using advanced computational methods based on all-atom replica-exchange thermodynamic integration molecular dynamics simulations in explicit solvent. We found that the acidities of druggable cysteines within protein kinases are diverse and elevated, indicating enormous differences in their reactivity. Constant-pH molecular dynamics simulations were also performed on selected protein kinases, and the results confirmed this varied range in the acidities of druggable cysteines. Many of these active-site cysteines have low exposure to solvent molecules, elevating their pK a values. Electrostatic interactions with nearby anionic residues also elevate the pK a’s of cysteine residues in the active site. The results suggest that some cysteine residues within kinase binding sites will be slow to react with a TCI because of their low acidity. Several oncogenic kinase mutations were also modeled and found to have pK a’s similar to that of the wild-type kinase.</description><subject>Binding sites</subject><subject>Chemical reactions</subject><subject>Computation</subject><subject>Computer simulation</subject><subject>Cysteine</subject><subject>Gluten</subject><subject>Inhibitors</subject><subject>Kinases</subject><subject>Molecular dynamics</subject><subject>Mutation</subject><subject>Proteins</subject><subject>Residues</subject><subject>Solvents</subject><issn>1549-9596</issn><issn>1549-960X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNp1kM9LwzAUx4MoTqd3T1Lw4sHO5KVNXk8i88fEgSIK3kKapqOjP2bSKvvv7dzmQfCUF_h8v-_xIeSE0RGjwC618aO5KaoRppRGcbRDDlgcJWEi6Pvudo4TMSCH3s8p5TwRsE8GnDKGAPSA4KT5Cl6sNm3xaQPtbHDjutlMp6UNxkvf2qK2Pijq4Nk1q0_wWNTaW391RPZyXXp7vHmH5O3u9nU8CadP9w_j62moIwltCCKXMUcUksqMpSnLTRwDYsSpAGFQChPlIkPKtDSYZtwm2kACGmwKwDgfkvN178I1H531raoKb2xZ6to2nVdAMcEYJcMePfuDzpvO1f11ChgwIblE0VN0TRnXeO9srhauqLRbKkbVyqrqraqVVbWx2kdON8VdWtnsN7DV2AMXa-Anul36b983RAmAaQ</recordid><startdate>20180924</startdate><enddate>20180924</enddate><creator>Awoonor-Williams, Ernest</creator><creator>Rowley, Christopher N</creator><general>American Chemical Society</general><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SR</scope><scope>7U5</scope><scope>8BQ</scope><scope>8FD</scope><scope>JG9</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0002-0205-952X</orcidid><orcidid>https://orcid.org/0000-0002-9127-8539</orcidid></search><sort><creationdate>20180924</creationdate><title>How Reactive are Druggable Cysteines in Protein Kinases?</title><author>Awoonor-Williams, Ernest ; Rowley, Christopher N</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a472t-26f753886707d1bb1fc55288430626c876c4f6d801a7c8bd3e9ac292a2eb22133</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Binding sites</topic><topic>Chemical reactions</topic><topic>Computation</topic><topic>Computer simulation</topic><topic>Cysteine</topic><topic>Gluten</topic><topic>Inhibitors</topic><topic>Kinases</topic><topic>Molecular dynamics</topic><topic>Mutation</topic><topic>Proteins</topic><topic>Residues</topic><topic>Solvents</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Awoonor-Williams, Ernest</creatorcontrib><creatorcontrib>Rowley, Christopher N</creatorcontrib><collection>PubMed</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Engineered Materials Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>Materials Research Database</collection><collection>ProQuest Computer Science Collection</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>MEDLINE - Academic</collection><jtitle>Journal of chemical information and modeling</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Awoonor-Williams, Ernest</au><au>Rowley, Christopher N</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>How Reactive are Druggable Cysteines in Protein Kinases?</atitle><jtitle>Journal of chemical information and modeling</jtitle><addtitle>J. Chem. Inf. Model</addtitle><date>2018-09-24</date><risdate>2018</risdate><volume>58</volume><issue>9</issue><spage>1935</spage><epage>1946</epage><pages>1935-1946</pages><issn>1549-9596</issn><eissn>1549-960X</eissn><abstract>Targeted covalent inhibitors (TCIs) have been successfully developed as high-affinity and selective inhibitors of enzymes of the protein kinase family. These drugs typically act by undergoing an electrophilic addition with an active-site cysteine residue, so design of a TCI begins with the identification of a “druggable” cysteine. These electrophilic additions generally require deprotonation of the thiol to form a reactive anionic thiolate, so the acidity of the residue is a critical factor. Few experimental measurements of the pK a’s of druggable cysteines have been reported, so computational prediction could prove to be very important in selecting reactive cysteine targets. Here we report the computed pK a’s of druggable cysteines in selected protein kinases that are of clinical relevance for targeted therapies. The pK a’s of the cysteines were calculated using advanced computational methods based on all-atom replica-exchange thermodynamic integration molecular dynamics simulations in explicit solvent. We found that the acidities of druggable cysteines within protein kinases are diverse and elevated, indicating enormous differences in their reactivity. Constant-pH molecular dynamics simulations were also performed on selected protein kinases, and the results confirmed this varied range in the acidities of druggable cysteines. Many of these active-site cysteines have low exposure to solvent molecules, elevating their pK a values. Electrostatic interactions with nearby anionic residues also elevate the pK a’s of cysteine residues in the active site. 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subjects | Binding sites Chemical reactions Computation Computer simulation Cysteine Gluten Inhibitors Kinases Molecular dynamics Mutation Proteins Residues Solvents |
title | How Reactive are Druggable Cysteines in Protein Kinases? |
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