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A scale-free analysis of the HIV-1 genome demonstrates multiple conserved regions of structural and functional importance

Published version
Peer-reviewed

Type

Article

Change log

Authors

Ingemarsdotter, Carin 
Lever, Andrew 

Abstract

HIV-1 replicates via a low-fidelity polymerase with a high mutation rate; strong conservation of individual nucleotides is highly indicative of the presence of critical structural or functional properties. Identifying such conservation can reveal novel insights into viral behaviour. We analysed 3651 publicly available sequences for the presence of nucleic acid conservation beyond that required by amino acid constraints, using a novel scale-free method that identifies regions of outlying score together with a codon scoring algorithm. Sequences with outlying score were further analysed using an algorithm for producing local RNA folds whilst accounting for alignment properties. 11 different conserved regions were identified, some corresponding to well-known cis-acting functions of the HIV-1 genome but also others whose conservation has not previously been noted. We identify rational causes for many of these, including cis functions, possible additional reading frame usage, a plausible mechanism by which the central polypurine tract primes second-strand DNA synthesis and a conformational stabilising function of a region at the 50 end of env.

Description

Keywords

Algorithms, Codon, Computational Biology, Conserved Sequence, Genome, Viral, HIV-1, Models, Genetic, Nucleic Acid Conformation, RNA, Viral

Journal Title

PLoS Computational Biology

Conference Name

Journal ISSN

1553-734X
1553-7358

Volume Title

15

Publisher

Public Library of Science (PLoS)
Sponsorship
Medical Research Council (G0800142)
Medical Research Council (G0801709)
Work in the University of Cambridge Department of Medicine is supported by the Biomedical Research Centre (cambridgebrc.nihr.ac.uk) and the Clinical Academic Reserve. This work was supported by the National Institute for Health Research (www.nihr.ac.uk) to JPS (grant number ACF-2015-14-002). The views expressed are those of the authors and not necessarily those of the NHS, the NIHR or the Department of Health. CKI is supported by a Medical Research Council (mrc.ukri.org) Confidence in Concept grant (grant number RCAG/655).