An update to the HIV-TRePS system: the development of new computational models that do not require a genotype to predict HIV treatment outcomes
Author(s) -
Andrew Revell,
D. Wang,
Robin Wood,
Carl Morrow,
H. Tempelman,
Raph L Hamers,
Gerardo AlvarezUria,
Adrian StreinuCercel,
Luminiţa Ene,
Annemarie M. J. Wensing,
Peter Reiss,
A.I. van Sighem,
Mark Nelson,
Sean Emery,
Julio Montaner,
H. Clifford Lane,
B. A. Larder,
Ard van Sighem,
Richard Harrigan,
Tobias Rinke de Wit,
Kim Sigaloff,
Brian K. Agan,
Vincent C. Marconi,
Scott A. Wegner,
Wataru Sugiura,
Maurizio Zazzi,
José M. Gatell,
Elisa de Lazzari,
Brian Gazzard,
Anton Pozniak,
Sundhiya Mandalia,
Lidia Ruíz,
B. Clotet,
Schlomo Staszewski,
Carlo Torti,
C. Lane,
Julia A. Metcalf,
María Jesús PérezElías,
Andrew Carr,
R. P. Norris,
Kathleen Hesse,
Emanuel Vlahakis,
Roos E. Barth,
Gordana Dragović,
D. James Cooper,
John D. Baxter,
Laura Monno,
Gastón Picchio,
Marie-Pierre deBethune
Publication year - 2013
Publication title -
journal of antimicrobial chemotherapy
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 2.124
H-Index - 194
eISSN - 1460-2091
pISSN - 0305-7453
DOI - 10.1093/jac/dkt447
Subject(s) - human immunodeficiency virus (hiv) , genotyping , antiretroviral therapy , genotype , selection (genetic algorithm) , medicine , drug development , lentivirus , intensive care medicine , viral load , computational biology , biology , computer science , virology , viral disease , drug , machine learning , pharmacology , genetics , gene
The optimal individualized selection of antiretroviral drugs in resource-limited settings is challenging because of the limited availability of drugs and genotyping. Here we describe the development of the latest computational models to predict the response to combination antiretroviral therapy without a genotype, for potential use in such settings.
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