A small set of succinct signature patterns distinguishes Chinese and non-Chinese HIV-1 genomes.

The epidemiology of HIV-1 in China has unique features that may have led to unique viral strains. We therefore tested the hypothesis that it is possible to find distinctive patterns in HIV-1 genomes sampled in China. Using a rule inference algorithm we could indeed extract from sequences of the thir...

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Main Authors: Yan Wang, Reda Rawi, Christoph Wilms, Dominik Heider, Rongge Yang, Daniel Hoffmann
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2013-01-01
Series:PLoS ONE
Online Access:https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/23527028/pdf/?tool=EBI
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spelling doaj-6fce960e34494932b30f3c76a2ed932d2021-03-03T23:34:28ZengPublic Library of Science (PLoS)PLoS ONE1932-62032013-01-0183e5880410.1371/journal.pone.0058804A small set of succinct signature patterns distinguishes Chinese and non-Chinese HIV-1 genomes.Yan WangReda RawiChristoph WilmsDominik HeiderRongge YangDaniel HoffmannThe epidemiology of HIV-1 in China has unique features that may have led to unique viral strains. We therefore tested the hypothesis that it is possible to find distinctive patterns in HIV-1 genomes sampled in China. Using a rule inference algorithm we could indeed extract from sequences of the third variable loop (V3) of HIV-1 gp120 a set of 14 signature patterns that with 89% accuracy distinguished Chinese from non-Chinese sequences. These patterns were found to be specific to HIV-1 subtype, i.e. sequences complying with pattern 1 were of subtype B, pattern 2 almost exclusively covered sequences of subtype 01_AE, etc. We then analyzed the first of these signature patterns in depth, namely that L and W at two V3 positions are specifically occurring in Chinese sequences of subtype B/B' (3% false positives). This pattern was found to be in agreement with the phylogeny of HIV-1 of subtype B inside and outside of China. We could neither reject nor convincingly confirm that the pattern is stabilized by immune escape. For further interpretation of the signature pattern we used the recently developed measure of Direct Information, and in this way discovered evidence for physical interactions between V2 and V3. We conclude by a discussion of limitations of signature patterns, and the applicability of the approach to other genomic regions and other countries.https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/23527028/pdf/?tool=EBI
collection DOAJ
language English
format Article
sources DOAJ
author Yan Wang
Reda Rawi
Christoph Wilms
Dominik Heider
Rongge Yang
Daniel Hoffmann
spellingShingle Yan Wang
Reda Rawi
Christoph Wilms
Dominik Heider
Rongge Yang
Daniel Hoffmann
A small set of succinct signature patterns distinguishes Chinese and non-Chinese HIV-1 genomes.
PLoS ONE
author_facet Yan Wang
Reda Rawi
Christoph Wilms
Dominik Heider
Rongge Yang
Daniel Hoffmann
author_sort Yan Wang
title A small set of succinct signature patterns distinguishes Chinese and non-Chinese HIV-1 genomes.
title_short A small set of succinct signature patterns distinguishes Chinese and non-Chinese HIV-1 genomes.
title_full A small set of succinct signature patterns distinguishes Chinese and non-Chinese HIV-1 genomes.
title_fullStr A small set of succinct signature patterns distinguishes Chinese and non-Chinese HIV-1 genomes.
title_full_unstemmed A small set of succinct signature patterns distinguishes Chinese and non-Chinese HIV-1 genomes.
title_sort small set of succinct signature patterns distinguishes chinese and non-chinese hiv-1 genomes.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2013-01-01
description The epidemiology of HIV-1 in China has unique features that may have led to unique viral strains. We therefore tested the hypothesis that it is possible to find distinctive patterns in HIV-1 genomes sampled in China. Using a rule inference algorithm we could indeed extract from sequences of the third variable loop (V3) of HIV-1 gp120 a set of 14 signature patterns that with 89% accuracy distinguished Chinese from non-Chinese sequences. These patterns were found to be specific to HIV-1 subtype, i.e. sequences complying with pattern 1 were of subtype B, pattern 2 almost exclusively covered sequences of subtype 01_AE, etc. We then analyzed the first of these signature patterns in depth, namely that L and W at two V3 positions are specifically occurring in Chinese sequences of subtype B/B' (3% false positives). This pattern was found to be in agreement with the phylogeny of HIV-1 of subtype B inside and outside of China. We could neither reject nor convincingly confirm that the pattern is stabilized by immune escape. For further interpretation of the signature pattern we used the recently developed measure of Direct Information, and in this way discovered evidence for physical interactions between V2 and V3. We conclude by a discussion of limitations of signature patterns, and the applicability of the approach to other genomic regions and other countries.
url https://www.ncbi.nlm.nih.gov/pmc/articles/pmid/23527028/pdf/?tool=EBI
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