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HIV-PDI: A Protein Drug Interaction Resource for Structural Analyses of HIV Drug Resistance: 2. Examples of Use and Proof-of-Concept

Identifieur interne : 002517 ( Main/Exploration ); précédent : 002516; suivant : 002518

HIV-PDI: A Protein Drug Interaction Resource for Structural Analyses of HIV Drug Resistance: 2. Examples of Use and Proof-of-Concept

Auteurs : Leo Ghemtio [France] ; Michel Souchet [France] ; Appolinaire Djikeng [États-Unis] ; Lionel Keminse [France] ; Patricia Kelbert [France] ; David Ritchie [France] ; Bernard Maigret [France] ; Odile Ouwe-Missi-Oukem-Boyer [Cameroun]

Source :

RBID : Hal:hal-00642567

Abstract

The HIV-PDI resource was designed and implemented to address the problems of drug resistance with a central focus on the 3D structure of the target-drug interaction. Clinical and biological data, structural and physico-chemical information and 3D interaction data concerning the targets (HIV protease) and the drugs (ARVs) were meticulously integrated and combined with tools dedicated to study HIV mutations and their consequences on the efficacy of drugs. Here, the capabilities of the HIV-PDI resource are demonstrated for several different scenarios ranging from retrieving information associated with patients to analyzing structural data relating cognate proteins and ligands. HIV-PDI allows such diverse data to be correlated, especially data linking antiretroviral drug (ARV) resistance to a given treatment with changes in three-dimensional interactions between a drug molecule and the mutated protease. Our work is based on the assumption that ARV resistance results from a loss of affinity between the mutated HIV protease and a drug molecule due to subtle changes in the nature of the protein-ligand interaction. Therefore, a set of patients whose resistance to first line treatment was corrected by a second line treatment was selected from the HIV-PDI database for detailed study, and several queries regarding these patients are processed via its graphical user interface. Considering the protease mutations found in the selected set of patients, our retrospective analysis was able to establish in most cases that the first line treatment was not suitable, and it predicted a second line treatment which agreed perfectly with the clincian's prescription. The present study demonstrates the capabilities of HIV-PDI. We anticipate that this decision support tool will help clinicians and researchers find suitable HIV treatments for individual patients. The HIVPDI database is thereby useful as a system of data collection allowing interpretation on the basis of all available information, thus helping in possible decision-makings.

Url:
DOI: 10.4172/2157-7420.1000105


Affiliations:


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<addrLine>615 rue du Jardin Botanique 54600 Villers-lès-Nancy</addrLine>
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</address>
<ref type="url">http://www.inria.fr/centre-de-recherche-inria/nancy-grand-est</ref>
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<settlement type="city">Nancy</settlement>
<region type="region" nuts="2">Grand Est</region>
<region type="old region" nuts="2">Lorraine (région)</region>
</placeName>
<orgName type="university">Université Nancy 2</orgName>
<orgName type="institution" wicri:auto="newGroup">Université de Lorraine</orgName>
<placeName>
<settlement type="city">Nancy</settlement>
<region type="region" nuts="2">Grand Est</region>
<region type="old region" nuts="2">Lorraine (région)</region>
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<orgName type="university">Institut national polytechnique de Lorraine</orgName>
<orgName type="institution" wicri:auto="newGroup">Université de Lorraine</orgName>
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<author>
<name sortKey="Maigret, Bernard" sort="Maigret, Bernard" uniqKey="Maigret B" first="Bernard" last="Maigret">Bernard Maigret</name>
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<orgName>Knowledge representation, reasonning</orgName>
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<orgName>Laboratoire Lorrain de Recherche en Informatique et ses Applications</orgName>
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<address>
<addrLine>Campus Scientifique BP 239 54506 Vandoeuvre-lès-Nancy Cedex</addrLine>
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<ref type="url">http://www.loria.fr</ref>
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<orgName>Centre National de la Recherche Scientifique</orgName>
<orgName type="acronym">CNRS</orgName>
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<addrLine>Domaine de VoluceauRocquencourt - BP 10578153 Le Chesnay Cedex</addrLine>
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<address>
<addrLine>24-30 rue Lionnois, BP 60120, 54 003 NANCY cedex, France</addrLine>
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</address>
</desc>
</org>
</tutelle>
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<addrLine>91 avenue de la Libération, BP 454, 54001 Nancy cedex</addrLine>
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</address>
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<orgName>Institut National Polytechnique de Lorraine</orgName>
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<address>
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</org>
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<orgName>INRIA Lorraine</orgName>
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<address>
<addrLine>615 rue du Jardin Botanique 54600 Villers-lès-Nancy</addrLine>
<country key="FR"></country>
</address>
<ref type="url">http://www.inria.fr/centre-de-recherche-inria/nancy-grand-est</ref>
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<country>France</country>
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<settlement type="city">Nancy</settlement>
<region type="region" nuts="2">Grand Est</region>
<region type="old region" nuts="2">Lorraine (région)</region>
</placeName>
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<orgName type="institution" wicri:auto="newGroup">Université de Lorraine</orgName>
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<settlement type="city">Nancy</settlement>
<region type="region" nuts="2">Grand Est</region>
<region type="old region" nuts="2">Lorraine (région)</region>
</placeName>
<orgName type="university">Institut national polytechnique de Lorraine</orgName>
<orgName type="institution" wicri:auto="newGroup">Université de Lorraine</orgName>
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<name sortKey="Ouwe Missi Oukem Boyer, Odile" sort="Ouwe Missi Oukem Boyer, Odile" uniqKey="Ouwe Missi Oukem Boyer O" first="Odile" last="Ouwe-Missi-Oukem-Boyer">Odile Ouwe-Missi-Oukem-Boyer</name>
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<orgName>Centre international de référence Chantal Biya pour la recherche sur la prévention et la prise en charge du VIH/SIDA</orgName>
<orgName type="acronym">CIRCB</orgName>
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<address>
<addrLine>B.P. 3077 Yaoundé-Messa Yaoundé</addrLine>
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<ref type="url">http://www.circb.com</ref>
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<country>Cameroun</country>
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<idno type="DOI">10.4172/2157-7420.1000105</idno>
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<div type="abstract" xml:lang="en">The HIV-PDI resource was designed and implemented to address the problems of drug resistance with a central focus on the 3D structure of the target-drug interaction. Clinical and biological data, structural and physico-chemical information and 3D interaction data concerning the targets (HIV protease) and the drugs (ARVs) were meticulously integrated and combined with tools dedicated to study HIV mutations and their consequences on the efficacy of drugs. Here, the capabilities of the HIV-PDI resource are demonstrated for several different scenarios ranging from retrieving information associated with patients to analyzing structural data relating cognate proteins and ligands. HIV-PDI allows such diverse data to be correlated, especially data linking antiretroviral drug (ARV) resistance to a given treatment with changes in three-dimensional interactions between a drug molecule and the mutated protease. Our work is based on the assumption that ARV resistance results from a loss of affinity between the mutated HIV protease and a drug molecule due to subtle changes in the nature of the protein-ligand interaction. Therefore, a set of patients whose resistance to first line treatment was corrected by a second line treatment was selected from the HIV-PDI database for detailed study, and several queries regarding these patients are processed via its graphical user interface. Considering the protease mutations found in the selected set of patients, our retrospective analysis was able to establish in most cases that the first line treatment was not suitable, and it predicted a second line treatment which agreed perfectly with the clincian's prescription. The present study demonstrates the capabilities of HIV-PDI. We anticipate that this decision support tool will help clinicians and researchers find suitable HIV treatments for individual patients. The HIVPDI database is thereby useful as a system of data collection allowing interpretation on the basis of all available information, thus helping in possible decision-makings.</div>
</front>
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<country>
<li>Cameroun</li>
<li>France</li>
<li>États-Unis</li>
</country>
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<li>Grand Est</li>
<li>Lorraine (région)</li>
</region>
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<li>Nancy</li>
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<li>Institut national polytechnique de Lorraine</li>
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<name sortKey="Ghemtio, Leo" sort="Ghemtio, Leo" uniqKey="Ghemtio L" first="Leo" last="Ghemtio">Leo Ghemtio</name>
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<name sortKey="Kelbert, Patricia" sort="Kelbert, Patricia" uniqKey="Kelbert P" first="Patricia" last="Kelbert">Patricia Kelbert</name>
<name sortKey="Keminse, Lionel" sort="Keminse, Lionel" uniqKey="Keminse L" first="Lionel" last="Keminse">Lionel Keminse</name>
<name sortKey="Maigret, Bernard" sort="Maigret, Bernard" uniqKey="Maigret B" first="Bernard" last="Maigret">Bernard Maigret</name>
<name sortKey="Ritchie, David" sort="Ritchie, David" uniqKey="Ritchie D" first="David" last="Ritchie">David Ritchie</name>
<name sortKey="Souchet, Michel" sort="Souchet, Michel" uniqKey="Souchet M" first="Michel" last="Souchet">Michel Souchet</name>
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<name sortKey="Djikeng, Appolinaire" sort="Djikeng, Appolinaire" uniqKey="Djikeng A" first="Appolinaire" last="Djikeng">Appolinaire Djikeng</name>
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