Estimating the Relative Contribution of dNTP Pool Imbalance and APOBEC3G/3F Editing to HIV EvolutionIn Vivo
- 1 October 2007
- journal article
- research article
- Published by Mary Ann Liebert Inc in Journal of Computational Biology
- Vol. 14 (8) , 1105-1114
- https://doi.org/10.1089/cmb.2007.0073
Abstract
The human immunodeficiency virus (HIV) has a genome that is rich in adenine, and its rapid evolution shows an observed bias of guanine (G) to adenine (A) mutations. Two mechanisms have been proposed to explain these properties: (1) an imbalance in dNTP pool concentrations which drives the misincorporation process during reverse transcription, and (2) cytidine deamination by the APOBEC3G/3F restriction factor, causing G to A mutations most notably in specific dinucleotide contexts. Although crucial to understanding HIV evolution, current estimates on misincorporation bias during the replication cycle are based on scarce in vitro measurements. In this work, HIV partial pol sequences obtained for drug resistance testing purposes are analyzed using likelihood methods to estimate various models of HIV misincorporation bias in vivo. The technique is robust to selection on the amino acid sequence and selection against CpG dinucleotides. A model where misincorporations are explained only by an imbalance in dNTP pool concentrations, together with a preference for transitions versus transversions, explained 98% (95% confidence interval [C.I.] 93–100) of the observed variation in freely estimated misincorporation rates. Although dinucleotide context was responsible for variation in misincorporation probabilities, this variation was not specific for G to A mutations implying that the footprint of APOBEC3G/3F editing could not be detected. These results indicate that an imbalance in dNTP pool concentrations explains most of the bias in HIV nucleotide misincorporations, while the effect of editing by APOBEC3G/3F on HIV evolution, based on its dinucleotide specificity, could not be observed in this study.Keywords
This publication has 15 references indexed in Scilit:
- The Calculated Genetic Barrier for Antiretroviral Drug Resistance Substitutions Is Largely Similar for Different HIV-1 SubtypesJAIDS Journal of Acquired Immune Deficiency Syndromes, 2006
- Molecular Footprint of Drug-Selective Pressure in a Human Immunodeficiency Virus Transmission ChainJournal of Virology, 2005
- 'Working at the margins' or 'leading from behind'?: a Canadian study of hospital-community collaborationHealth & Social Care in the Community, 2005
- Conserved RNA secondary structures in viral genomes: a surveyBioinformatics, 2004
- The causes and consequences of HIV evolutionNature Reviews Genetics, 2004
- Hypermutation of HIV-1 DNA in the Absence of the Vif ProteinScience, 2003
- Mutational Analysis of HIV-1 Long Terminal Repeats to Explore the Relative Contribution of Reverse Transcriptase and RNA Polymerase II to Viral MutagenesisJournal of Biological Chemistry, 2002
- Exploitation of the Low Fidelity of Human Immunodeficiency Virus Type 1 (HIV-1) Reverse Transcriptase and the Nucleotide Composition Bias in the HIV-1 Genome To Alter the Drug Resistance Development of HIVJournal of Virology, 2001
- The unusual nucleotide content of the HIV RNA genome results in a biased amino acid composition of HIV proteinsNucleic Acids Research, 1994
- Selection against CpG dinucleotides in lentiviral genes: a possible role of methylation in regulation of viral expressionNucleic Acids Research, 1990