Loading…

Multiple Pharmacophores for the Investigation of Human UDP-Glucuronosyltransferase Isoform Substrate Selectivity

The UDP-glucuronosyltransferase (UGT) enzyme ‘superfamily’ contributes to the metabolism of a myriad of drugs, nondrug xenobiotic agents, and endogenous compounds. Although the individual UGT isoforms exhibit distinct but overlapping substrate selectivities, structural features of substrates that co...

Full description

Saved in:
Bibliographic Details
Published in:Molecular pharmacology 2004-02, Vol.65 (2), p.301-308
Main Authors: Sorich, Michael J., Miners, John O., McKinnon, Ross A., Smith, Paul A.
Format: Article
Language:English
Subjects:
Citations: Items that this one cites
Items that cite this one
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
cited_by cdi_FETCH-LOGICAL-c364t-5bad5da541492ffb3e6820e859845ce941e18894e41d2b91bf0c930285dbff943
cites cdi_FETCH-LOGICAL-c364t-5bad5da541492ffb3e6820e859845ce941e18894e41d2b91bf0c930285dbff943
container_end_page 308
container_issue 2
container_start_page 301
container_title Molecular pharmacology
container_volume 65
creator Sorich, Michael J.
Miners, John O.
McKinnon, Ross A.
Smith, Paul A.
description The UDP-glucuronosyltransferase (UGT) enzyme ‘superfamily’ contributes to the metabolism of a myriad of drugs, nondrug xenobiotic agents, and endogenous compounds. Although the individual UGT isoforms exhibit distinct but overlapping substrate selectivities, structural features of substrates that confer selectivity remain largely unknown. Using methods developed for pharmacophore fingerprinting combined with optimization and pattern recognition techniques, subsets of pharmacophores associated with the substrates and nonsubstrates of 12 human UGT isoforms were selected to generate predictive models of substrate selectivity and to elucidate the chemical and structural features associated with substrates and nonsubstrates. For all 12 UGT isoforms, the pharmacophore model generated showed predictive ability, as determined by a test set comprising 30% of the available data for each isoform. Models for UGT1A6, -1A7, -1A9, and -2B4 displayed the best predictive ability (>75% of test set predicted correctly) and were further analyzed to interpret the pharmacophores selected as important. The individual pharmacophores differed among isoforms but generally represented relatively simple structural and chemical features. For example, an aromatic ring attached to the nucleophilic group was found to increase the likelihood of glucuronidation by UGT1A6, UGT1A7 and UGT1A9. A large hydrophobic region close to the nucleophile and a hydrogen bond acceptor 10 Å from the nucleophile were found to be common to most UGT2B4 substrates. The pharmacophores further suggest that the environment immediately adjacent to the nucleophilic site of conjugation is an important determinant of metabolism by a particular UGT.
doi_str_mv 10.1124/mol.65.2.301
format article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_80115211</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><els_id>S0026895X24069475</els_id><sourcerecordid>80115211</sourcerecordid><originalsourceid>FETCH-LOGICAL-c364t-5bad5da541492ffb3e6820e859845ce941e18894e41d2b91bf0c930285dbff943</originalsourceid><addsrcrecordid>eNptkEFv1DAQRi0EokvhxhnlAieyeBw7dY6ohbZSEZVKJW6W44w3Rk4cbGfR_nuMdiU4cBpp9L5PM4-Q10C3AIx_mILftmLLtg2FJ2QDgkFNAeAp2VDK2lp24vsZeZHSD0qBC0mfkzPgF5y1F7Ahy5fVZ7d4rO5HHSdtwjKGiKmyIVZ5xOp23mPKbqezC3MVbHWzTnquHq_u62u_mjWGOaSDz1HPyWLUqURSKOmpelj7VPYZqwf0aLLbu3x4SZ5Z7RO-Os1z8vj507fLm_ru6_Xt5ce72jQtz7Xo9SAGLTjwjlnbN9hKRlGKTnJhsOOAIGXHkcPA-g56S03XUCbF0Fvb8eacvDv2LjH8XMsLanLJoPd6xrAmJYujogoK-P4ImhhSimjVEt2k40EBVX8Mq2JYtUIxVQwX_M2pd-0nHP7CJ6UFeHsERrcbf7mIajmZ9WF3-LeoPXJYLOwdRpWMw9ngUDImqyG4_1_wG4_7mTc</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>80115211</pqid></control><display><type>article</type><title>Multiple Pharmacophores for the Investigation of Human UDP-Glucuronosyltransferase Isoform Substrate Selectivity</title><source>Free Full-Text Journals in Chemistry</source><creator>Sorich, Michael J. ; Miners, John O. ; McKinnon, Ross A. ; Smith, Paul A.</creator><creatorcontrib>Sorich, Michael J. ; Miners, John O. ; McKinnon, Ross A. ; Smith, Paul A.</creatorcontrib><description>The UDP-glucuronosyltransferase (UGT) enzyme ‘superfamily’ contributes to the metabolism of a myriad of drugs, nondrug xenobiotic agents, and endogenous compounds. Although the individual UGT isoforms exhibit distinct but overlapping substrate selectivities, structural features of substrates that confer selectivity remain largely unknown. Using methods developed for pharmacophore fingerprinting combined with optimization and pattern recognition techniques, subsets of pharmacophores associated with the substrates and nonsubstrates of 12 human UGT isoforms were selected to generate predictive models of substrate selectivity and to elucidate the chemical and structural features associated with substrates and nonsubstrates. For all 12 UGT isoforms, the pharmacophore model generated showed predictive ability, as determined by a test set comprising 30% of the available data for each isoform. Models for UGT1A6, -1A7, -1A9, and -2B4 displayed the best predictive ability (&gt;75% of test set predicted correctly) and were further analyzed to interpret the pharmacophores selected as important. The individual pharmacophores differed among isoforms but generally represented relatively simple structural and chemical features. For example, an aromatic ring attached to the nucleophilic group was found to increase the likelihood of glucuronidation by UGT1A6, UGT1A7 and UGT1A9. A large hydrophobic region close to the nucleophile and a hydrogen bond acceptor 10 Å from the nucleophile were found to be common to most UGT2B4 substrates. The pharmacophores further suggest that the environment immediately adjacent to the nucleophilic site of conjugation is an important determinant of metabolism by a particular UGT.</description><identifier>ISSN: 0026-895X</identifier><identifier>EISSN: 1521-0111</identifier><identifier>DOI: 10.1124/mol.65.2.301</identifier><identifier>PMID: 14742671</identifier><language>eng</language><publisher>United States: Elsevier Inc</publisher><subject>Glucuronosyltransferase - chemistry ; Glucuronosyltransferase - metabolism ; Humans ; Isoenzymes - chemistry ; Isoenzymes - metabolism ; Models, Molecular ; Structure-Activity Relationship ; Substrate Specificity - physiology</subject><ispartof>Molecular pharmacology, 2004-02, Vol.65 (2), p.301-308</ispartof><rights>2004 American Society for Pharmacology and Experimental Therapeutics</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c364t-5bad5da541492ffb3e6820e859845ce941e18894e41d2b91bf0c930285dbff943</citedby><cites>FETCH-LOGICAL-c364t-5bad5da541492ffb3e6820e859845ce941e18894e41d2b91bf0c930285dbff943</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27903,27904</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/14742671$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Sorich, Michael J.</creatorcontrib><creatorcontrib>Miners, John O.</creatorcontrib><creatorcontrib>McKinnon, Ross A.</creatorcontrib><creatorcontrib>Smith, Paul A.</creatorcontrib><title>Multiple Pharmacophores for the Investigation of Human UDP-Glucuronosyltransferase Isoform Substrate Selectivity</title><title>Molecular pharmacology</title><addtitle>Mol Pharmacol</addtitle><description>The UDP-glucuronosyltransferase (UGT) enzyme ‘superfamily’ contributes to the metabolism of a myriad of drugs, nondrug xenobiotic agents, and endogenous compounds. Although the individual UGT isoforms exhibit distinct but overlapping substrate selectivities, structural features of substrates that confer selectivity remain largely unknown. Using methods developed for pharmacophore fingerprinting combined with optimization and pattern recognition techniques, subsets of pharmacophores associated with the substrates and nonsubstrates of 12 human UGT isoforms were selected to generate predictive models of substrate selectivity and to elucidate the chemical and structural features associated with substrates and nonsubstrates. For all 12 UGT isoforms, the pharmacophore model generated showed predictive ability, as determined by a test set comprising 30% of the available data for each isoform. Models for UGT1A6, -1A7, -1A9, and -2B4 displayed the best predictive ability (&gt;75% of test set predicted correctly) and were further analyzed to interpret the pharmacophores selected as important. The individual pharmacophores differed among isoforms but generally represented relatively simple structural and chemical features. For example, an aromatic ring attached to the nucleophilic group was found to increase the likelihood of glucuronidation by UGT1A6, UGT1A7 and UGT1A9. A large hydrophobic region close to the nucleophile and a hydrogen bond acceptor 10 Å from the nucleophile were found to be common to most UGT2B4 substrates. The pharmacophores further suggest that the environment immediately adjacent to the nucleophilic site of conjugation is an important determinant of metabolism by a particular UGT.</description><subject>Glucuronosyltransferase - chemistry</subject><subject>Glucuronosyltransferase - metabolism</subject><subject>Humans</subject><subject>Isoenzymes - chemistry</subject><subject>Isoenzymes - metabolism</subject><subject>Models, Molecular</subject><subject>Structure-Activity Relationship</subject><subject>Substrate Specificity - physiology</subject><issn>0026-895X</issn><issn>1521-0111</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2004</creationdate><recordtype>article</recordtype><recordid>eNptkEFv1DAQRi0EokvhxhnlAieyeBw7dY6ohbZSEZVKJW6W44w3Rk4cbGfR_nuMdiU4cBpp9L5PM4-Q10C3AIx_mILftmLLtg2FJ2QDgkFNAeAp2VDK2lp24vsZeZHSD0qBC0mfkzPgF5y1F7Ahy5fVZ7d4rO5HHSdtwjKGiKmyIVZ5xOp23mPKbqezC3MVbHWzTnquHq_u62u_mjWGOaSDz1HPyWLUqURSKOmpelj7VPYZqwf0aLLbu3x4SZ5Z7RO-Os1z8vj507fLm_ru6_Xt5ce72jQtz7Xo9SAGLTjwjlnbN9hKRlGKTnJhsOOAIGXHkcPA-g56S03XUCbF0Fvb8eacvDv2LjH8XMsLanLJoPd6xrAmJYujogoK-P4ImhhSimjVEt2k40EBVX8Mq2JYtUIxVQwX_M2pd-0nHP7CJ6UFeHsERrcbf7mIajmZ9WF3-LeoPXJYLOwdRpWMw9ngUDImqyG4_1_wG4_7mTc</recordid><startdate>200402</startdate><enddate>200402</enddate><creator>Sorich, Michael J.</creator><creator>Miners, John O.</creator><creator>McKinnon, Ross A.</creator><creator>Smith, Paul A.</creator><general>Elsevier Inc</general><general>American Society for Pharmacology and Experimental Therapeutics</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></search><sort><creationdate>200402</creationdate><title>Multiple Pharmacophores for the Investigation of Human UDP-Glucuronosyltransferase Isoform Substrate Selectivity</title><author>Sorich, Michael J. ; Miners, John O. ; McKinnon, Ross A. ; Smith, Paul A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c364t-5bad5da541492ffb3e6820e859845ce941e18894e41d2b91bf0c930285dbff943</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2004</creationdate><topic>Glucuronosyltransferase - chemistry</topic><topic>Glucuronosyltransferase - metabolism</topic><topic>Humans</topic><topic>Isoenzymes - chemistry</topic><topic>Isoenzymes - metabolism</topic><topic>Models, Molecular</topic><topic>Structure-Activity Relationship</topic><topic>Substrate Specificity - physiology</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sorich, Michael J.</creatorcontrib><creatorcontrib>Miners, John O.</creatorcontrib><creatorcontrib>McKinnon, Ross A.</creatorcontrib><creatorcontrib>Smith, Paul A.</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><jtitle>Molecular pharmacology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sorich, Michael J.</au><au>Miners, John O.</au><au>McKinnon, Ross A.</au><au>Smith, Paul A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Multiple Pharmacophores for the Investigation of Human UDP-Glucuronosyltransferase Isoform Substrate Selectivity</atitle><jtitle>Molecular pharmacology</jtitle><addtitle>Mol Pharmacol</addtitle><date>2004-02</date><risdate>2004</risdate><volume>65</volume><issue>2</issue><spage>301</spage><epage>308</epage><pages>301-308</pages><issn>0026-895X</issn><eissn>1521-0111</eissn><abstract>The UDP-glucuronosyltransferase (UGT) enzyme ‘superfamily’ contributes to the metabolism of a myriad of drugs, nondrug xenobiotic agents, and endogenous compounds. Although the individual UGT isoforms exhibit distinct but overlapping substrate selectivities, structural features of substrates that confer selectivity remain largely unknown. Using methods developed for pharmacophore fingerprinting combined with optimization and pattern recognition techniques, subsets of pharmacophores associated with the substrates and nonsubstrates of 12 human UGT isoforms were selected to generate predictive models of substrate selectivity and to elucidate the chemical and structural features associated with substrates and nonsubstrates. For all 12 UGT isoforms, the pharmacophore model generated showed predictive ability, as determined by a test set comprising 30% of the available data for each isoform. Models for UGT1A6, -1A7, -1A9, and -2B4 displayed the best predictive ability (&gt;75% of test set predicted correctly) and were further analyzed to interpret the pharmacophores selected as important. The individual pharmacophores differed among isoforms but generally represented relatively simple structural and chemical features. For example, an aromatic ring attached to the nucleophilic group was found to increase the likelihood of glucuronidation by UGT1A6, UGT1A7 and UGT1A9. A large hydrophobic region close to the nucleophile and a hydrogen bond acceptor 10 Å from the nucleophile were found to be common to most UGT2B4 substrates. The pharmacophores further suggest that the environment immediately adjacent to the nucleophilic site of conjugation is an important determinant of metabolism by a particular UGT.</abstract><cop>United States</cop><pub>Elsevier Inc</pub><pmid>14742671</pmid><doi>10.1124/mol.65.2.301</doi><tpages>8</tpages></addata></record>
fulltext fulltext
identifier ISSN: 0026-895X
ispartof Molecular pharmacology, 2004-02, Vol.65 (2), p.301-308
issn 0026-895X
1521-0111
language eng
recordid cdi_proquest_miscellaneous_80115211
source Free Full-Text Journals in Chemistry
subjects Glucuronosyltransferase - chemistry
Glucuronosyltransferase - metabolism
Humans
Isoenzymes - chemistry
Isoenzymes - metabolism
Models, Molecular
Structure-Activity Relationship
Substrate Specificity - physiology
title Multiple Pharmacophores for the Investigation of Human UDP-Glucuronosyltransferase Isoform Substrate Selectivity
url http://sfxeu10.hosted.exlibrisgroup.com/loughborough?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-24T13%3A06%3A58IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Multiple%20Pharmacophores%20for%20the%20Investigation%20of%20Human%20UDP-Glucuronosyltransferase%20Isoform%20Substrate%20Selectivity&rft.jtitle=Molecular%20pharmacology&rft.au=Sorich,%20Michael%20J.&rft.date=2004-02&rft.volume=65&rft.issue=2&rft.spage=301&rft.epage=308&rft.pages=301-308&rft.issn=0026-895X&rft.eissn=1521-0111&rft_id=info:doi/10.1124/mol.65.2.301&rft_dat=%3Cproquest_cross%3E80115211%3C/proquest_cross%3E%3Cgrp_id%3Ecdi_FETCH-LOGICAL-c364t-5bad5da541492ffb3e6820e859845ce941e18894e41d2b91bf0c930285dbff943%3C/grp_id%3E%3Coa%3E%3C/oa%3E%3Curl%3E%3C/url%3E&rft_id=info:oai/&rft_pqid=80115211&rft_id=info:pmid/14742671&rfr_iscdi=true