Method and computer program for determining or altering a cofactor specificity of a target enzyme

Bibliographic Details
Main Author: Resende, Tiago Filipe Coelho
Publication Date: 2020
Other Authors: Rocha, I., Soares, Cláudio Manuel Simões Loureiro Nunes
Language: eng
Source: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Download full: http://hdl.handle.net/1822/70822
Summary: The invention relates to a method and a computer program for determining a cofactor specificity of a target enzyme, wherein the target enzyme is expected to use one of a first cofactor and a second cofactor based on an amino-acid sequence of the target enzyme, and/or for determining an amino-acid sequence of a target enzyme variant, wherein the variant is characterized by a cofactor specificity differing from that of the target enzyme, the method comprising at least the steps of: providing an atomic structure for each of both cofactors, wherein each atomic structure comprises cofactor atoms, and wherein cofactor atoms in the atomic structures that are located at the same corresponding locations in both atomic structures are selected; providing the amino-acid sequence of the target enzyme; determining an estimated target enzyme-cofactor structure comprising information on a spatial structure of the target enzyme bound to one of the cofactors; generating an interaction matrix for the target enzyme-cofactor structure, wherein the interaction matrix comprises entries relating the selected cofactor atoms to surrounding amino-acid residues of the target enzyme; determining a cofactor specificity of the target enzyme by providing the interaction matrix, particularly the entries of the interaction matrix, to a trained classifier that is configured to classify the cofactor specificity of the target enzyme based on the provided interaction matrix to either the first or the second cofactor. Also published as EP3664095
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spelling Method and computer program for determining or altering a cofactor specificity of a target enzymeThe invention relates to a method and a computer program for determining a cofactor specificity of a target enzyme, wherein the target enzyme is expected to use one of a first cofactor and a second cofactor based on an amino-acid sequence of the target enzyme, and/or for determining an amino-acid sequence of a target enzyme variant, wherein the variant is characterized by a cofactor specificity differing from that of the target enzyme, the method comprising at least the steps of: providing an atomic structure for each of both cofactors, wherein each atomic structure comprises cofactor atoms, and wherein cofactor atoms in the atomic structures that are located at the same corresponding locations in both atomic structures are selected; providing the amino-acid sequence of the target enzyme; determining an estimated target enzyme-cofactor structure comprising information on a spatial structure of the target enzyme bound to one of the cofactors; generating an interaction matrix for the target enzyme-cofactor structure, wherein the interaction matrix comprises entries relating the selected cofactor atoms to surrounding amino-acid residues of the target enzyme; determining a cofactor specificity of the target enzyme by providing the interaction matrix, particularly the entries of the interaction matrix, to a trained classifier that is configured to classify the cofactor specificity of the target enzyme based on the provided interaction matrix to either the first or the second cofactor. Also published as EP3664095info:eu-repo/semantics/publishedVersionWorld Intellectual Property Organization (WIPO)Universidade do MinhoResende, Tiago Filipe CoelhoRocha, I.Soares, Cláudio Manuel Simões Loureiro Nunes2020-06-112020-06-11T00:00:00Zpatentinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://hdl.handle.net/1822/70822engResende, Tiago F.; Rocha, Isabel; Soares, Claúdio, Method and computer program for determining or altering a cofactor specificity of a target enzyme. International Patent, WO/2020/115269, 2020.info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2024-05-11T04:41:33Zoai:repositorium.sdum.uminho.pt:1822/70822Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-28T14:55:48.827647Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Method and computer program for determining or altering a cofactor specificity of a target enzyme
title Method and computer program for determining or altering a cofactor specificity of a target enzyme
spellingShingle Method and computer program for determining or altering a cofactor specificity of a target enzyme
Resende, Tiago Filipe Coelho
title_short Method and computer program for determining or altering a cofactor specificity of a target enzyme
title_full Method and computer program for determining or altering a cofactor specificity of a target enzyme
title_fullStr Method and computer program for determining or altering a cofactor specificity of a target enzyme
title_full_unstemmed Method and computer program for determining or altering a cofactor specificity of a target enzyme
title_sort Method and computer program for determining or altering a cofactor specificity of a target enzyme
author Resende, Tiago Filipe Coelho
author_facet Resende, Tiago Filipe Coelho
Rocha, I.
Soares, Cláudio Manuel Simões Loureiro Nunes
author_role author
author2 Rocha, I.
Soares, Cláudio Manuel Simões Loureiro Nunes
author2_role author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Resende, Tiago Filipe Coelho
Rocha, I.
Soares, Cláudio Manuel Simões Loureiro Nunes
description The invention relates to a method and a computer program for determining a cofactor specificity of a target enzyme, wherein the target enzyme is expected to use one of a first cofactor and a second cofactor based on an amino-acid sequence of the target enzyme, and/or for determining an amino-acid sequence of a target enzyme variant, wherein the variant is characterized by a cofactor specificity differing from that of the target enzyme, the method comprising at least the steps of: providing an atomic structure for each of both cofactors, wherein each atomic structure comprises cofactor atoms, and wherein cofactor atoms in the atomic structures that are located at the same corresponding locations in both atomic structures are selected; providing the amino-acid sequence of the target enzyme; determining an estimated target enzyme-cofactor structure comprising information on a spatial structure of the target enzyme bound to one of the cofactors; generating an interaction matrix for the target enzyme-cofactor structure, wherein the interaction matrix comprises entries relating the selected cofactor atoms to surrounding amino-acid residues of the target enzyme; determining a cofactor specificity of the target enzyme by providing the interaction matrix, particularly the entries of the interaction matrix, to a trained classifier that is configured to classify the cofactor specificity of the target enzyme based on the provided interaction matrix to either the first or the second cofactor. Also published as EP3664095
publishDate 2020
dc.date.none.fl_str_mv 2020-06-11
2020-06-11T00:00:00Z
dc.type.driver.fl_str_mv patent
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1822/70822
url http://hdl.handle.net/1822/70822
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Resende, Tiago F.; Rocha, Isabel; Soares, Claúdio, Method and computer program for determining or altering a cofactor specificity of a target enzyme. International Patent, WO/2020/115269, 2020.
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv World Intellectual Property Organization (WIPO)
publisher.none.fl_str_mv World Intellectual Property Organization (WIPO)
dc.source.none.fl_str_mv reponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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instname_str FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologia
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institution RCAAP
reponame_str Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
collection Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
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