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Alternative methods to analyse the impact of HIV mutations on virological response to antiviral therapy
Authors:Linda Wittkop  Daniel Commenges  Isabelle Pellegrin  Dominique Breilh  Didier Neau  Denis Lacoste  Jean-Luc Pellegrin  Geneviève Chêne  François Dabis  Rodolphe Thiébaut
Affiliation:(1) INSERM, Unit 897, Bordeaux, France;(2) University Victor Segalen, Bordeaux school of public health (ISPED), Bordeaux, France;(3) Department of Virology and EA 2968, Bordeaux University Hospital, University Victor Segalen, Bordeaux, France;(4) Department of Clinical Pharmacokinetics and Pharmacy and EA2968, Bordeaux University Hospital, University Victor Segalen, France;(5) Department of Internal Medicine and Infectious Diseases, Bordeaux University Hospital, Bordeaux, France
Abstract:

Background  

Principal component analysis (PCA) and partial least square (PLS) regression may be useful to summarize the HIV genotypic information. Without pre-selection each mutation presented in at least one patient is considered with a different weight. We compared these two strategies with the construction of a usual genotypic score.
Keywords:
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