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Ambiguous Nucleotide Calls From Population-based Sequencing of HIV-1 are a Marker for Viral Diversity and the Age of Infection

Background. The time passed since the infection of a human immunodeficiency virus (HIV)-infected individual (the age of infection) is an important but often only poorly known quantity. We assessed whether the fraction of ambiguous nucleotides obtained from bulk sequencing as done for genotypic resis...

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Published in:Clinical infectious diseases 2011-02, Vol.52 (4), p.532-539
Main Authors: Kouyos, Roger D., von Wyl, Viktor, Yerly, Sabine, Böni, Jürg, Rieder, Philip, Joos, Beda, Taffé, Patrick, Shah, Cyril, Bürgisser, Philippe, Klimkait, Thomas, Weber, Rainer, Hirschel, Bernard, Cavassini, Matthias, Rauch, Andri, Battegay, Manuel, Vernazza, Pietro L., Bernasconi, Enos, Ledergerber, Bruno, Bonhoeffer, Sebastian, Günthard, Huldrych F.
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cited_by cdi_FETCH-LOGICAL-c584t-5f82230ec7112b00652f584497866bccd0b32211ceec2725198632f898c397423
cites cdi_FETCH-LOGICAL-c584t-5f82230ec7112b00652f584497866bccd0b32211ceec2725198632f898c397423
container_end_page 539
container_issue 4
container_start_page 532
container_title Clinical infectious diseases
container_volume 52
creator Kouyos, Roger D.
von Wyl, Viktor
Yerly, Sabine
Böni, Jürg
Rieder, Philip
Joos, Beda
Taffé, Patrick
Shah, Cyril
Bürgisser, Philippe
Klimkait, Thomas
Weber, Rainer
Hirschel, Bernard
Cavassini, Matthias
Rauch, Andri
Battegay, Manuel
Vernazza, Pietro L.
Bernasconi, Enos
Ledergerber, Bruno
Bonhoeffer, Sebastian
Günthard, Huldrych F.
description Background. The time passed since the infection of a human immunodeficiency virus (HIV)-infected individual (the age of infection) is an important but often only poorly known quantity. We assessed whether the fraction of ambiguous nucleotides obtained from bulk sequencing as done for genotypic resistance testing can serve as a proxy of this parameter. Methods. We correlated the age of infection and the fraction of ambiguous nucleotides in partial pol sequences of HIV-1 sampled before initiation of antiretroviral therapy (ART). Three groups of Swiss HIV Cohort Study participants were analyzed, for whom the age of infection was estimated on the basis of Bayesian back calculation (n = 3,307), seroconversion (n = 366), or diagnoses of primary HIV infection (n = 130). In addition, we studied 124 patients for whom longitudinal genotypic resistance testing was performed while they were still ART-naïve. Results. We found that the fraction of ambiguous nucleotides increased with the age of infection with a rate of .2% per year within the first 8 years but thereafter with a decreasing rate. We show that this pattern is consistent with population-genetic models for realistic parameters. Finally, we show that, in this highly representative population, a fraction of ambiguous nucleotides of >.5% provides strong evidence against a recent infection event
doi_str_mv 10.1093/cid/ciq164
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The time passed since the infection of a human immunodeficiency virus (HIV)-infected individual (the age of infection) is an important but often only poorly known quantity. We assessed whether the fraction of ambiguous nucleotides obtained from bulk sequencing as done for genotypic resistance testing can serve as a proxy of this parameter. Methods. We correlated the age of infection and the fraction of ambiguous nucleotides in partial pol sequences of HIV-1 sampled before initiation of antiretroviral therapy (ART). Three groups of Swiss HIV Cohort Study participants were analyzed, for whom the age of infection was estimated on the basis of Bayesian back calculation (n = 3,307), seroconversion (n = 366), or diagnoses of primary HIV infection (n = 130). In addition, we studied 124 patients for whom longitudinal genotypic resistance testing was performed while they were still ART-naïve. Results. We found that the fraction of ambiguous nucleotides increased with the age of infection with a rate of .2% per year within the first 8 years but thereafter with a decreasing rate. We show that this pattern is consistent with population-genetic models for realistic parameters. Finally, we show that, in this highly representative population, a fraction of ambiguous nucleotides of &gt;.5% provides strong evidence against a recent infection event &lt;1 year prior to sampling (negative predictive value, 98.7%). Conclusions. These findings show that the fraction of ambiguous nucleotides is a useful marker for the age of infection.</description><identifier>ISSN: 1058-4838</identifier><identifier>EISSN: 1537-6591</identifier><identifier>DOI: 10.1093/cid/ciq164</identifier><identifier>PMID: 21220770</identifier><identifier>CODEN: CIDIEL</identifier><language>eng</language><publisher>Oxford: Oxford University Press</publisher><subject>Adult ; Age ; Antiretroviral drugs ; Biological and medical sciences ; Cohort Studies ; Datasets ; Female ; Genotype &amp; phenotype ; HIV ; HIV 1 ; HIV infections ; HIV Infections - virology ; HIV-1 - classification ; HIV-1 - genetics ; HIV-1 - isolation &amp; purification ; HIV/AIDS ; Human immunodeficiency virus ; Human immunodeficiency virus 1 ; Human viral diseases ; Humans ; Immunodeficiencies ; Immunodeficiencies. Immunoglobulinopathies ; Immunopathology ; Infections ; Infectious diseases ; Male ; Medical sciences ; Middle Aged ; Nucleotides ; pol Gene Products, Human Immunodeficiency Virus - genetics ; Polymorphism, Genetic ; Proteins ; Sequence Analysis, DNA ; Sequencing ; Switzerland ; Time Factors ; University hospitals ; Viral diseases ; Viral diseases of the lymphoid tissue and the blood. Aids</subject><ispartof>Clinical infectious diseases, 2011-02, Vol.52 (4), p.532-539</ispartof><rights>Copyright © 2011 Oxford University Press on behalf of the Infectious Diseases Society of America</rights><rights>The Author 2011. Published by Oxford University Press on behalf of the Infectious Diseases Society of America. 2011. 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The time passed since the infection of a human immunodeficiency virus (HIV)-infected individual (the age of infection) is an important but often only poorly known quantity. We assessed whether the fraction of ambiguous nucleotides obtained from bulk sequencing as done for genotypic resistance testing can serve as a proxy of this parameter. Methods. We correlated the age of infection and the fraction of ambiguous nucleotides in partial pol sequences of HIV-1 sampled before initiation of antiretroviral therapy (ART). Three groups of Swiss HIV Cohort Study participants were analyzed, for whom the age of infection was estimated on the basis of Bayesian back calculation (n = 3,307), seroconversion (n = 366), or diagnoses of primary HIV infection (n = 130). In addition, we studied 124 patients for whom longitudinal genotypic resistance testing was performed while they were still ART-naïve. Results. We found that the fraction of ambiguous nucleotides increased with the age of infection with a rate of .2% per year within the first 8 years but thereafter with a decreasing rate. We show that this pattern is consistent with population-genetic models for realistic parameters. Finally, we show that, in this highly representative population, a fraction of ambiguous nucleotides of &gt;.5% provides strong evidence against a recent infection event &lt;1 year prior to sampling (negative predictive value, 98.7%). Conclusions. These findings show that the fraction of ambiguous nucleotides is a useful marker for the age of infection.</description><subject>Adult</subject><subject>Age</subject><subject>Antiretroviral drugs</subject><subject>Biological and medical sciences</subject><subject>Cohort Studies</subject><subject>Datasets</subject><subject>Female</subject><subject>Genotype &amp; phenotype</subject><subject>HIV</subject><subject>HIV 1</subject><subject>HIV infections</subject><subject>HIV Infections - virology</subject><subject>HIV-1 - classification</subject><subject>HIV-1 - genetics</subject><subject>HIV-1 - isolation &amp; purification</subject><subject>HIV/AIDS</subject><subject>Human immunodeficiency virus</subject><subject>Human immunodeficiency virus 1</subject><subject>Human viral diseases</subject><subject>Humans</subject><subject>Immunodeficiencies</subject><subject>Immunodeficiencies. Immunoglobulinopathies</subject><subject>Immunopathology</subject><subject>Infections</subject><subject>Infectious diseases</subject><subject>Male</subject><subject>Medical sciences</subject><subject>Middle Aged</subject><subject>Nucleotides</subject><subject>pol Gene Products, Human Immunodeficiency Virus - genetics</subject><subject>Polymorphism, Genetic</subject><subject>Proteins</subject><subject>Sequence Analysis, DNA</subject><subject>Sequencing</subject><subject>Switzerland</subject><subject>Time Factors</subject><subject>University hospitals</subject><subject>Viral diseases</subject><subject>Viral diseases of the lymphoid tissue and the blood. 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The time passed since the infection of a human immunodeficiency virus (HIV)-infected individual (the age of infection) is an important but often only poorly known quantity. We assessed whether the fraction of ambiguous nucleotides obtained from bulk sequencing as done for genotypic resistance testing can serve as a proxy of this parameter. Methods. We correlated the age of infection and the fraction of ambiguous nucleotides in partial pol sequences of HIV-1 sampled before initiation of antiretroviral therapy (ART). Three groups of Swiss HIV Cohort Study participants were analyzed, for whom the age of infection was estimated on the basis of Bayesian back calculation (n = 3,307), seroconversion (n = 366), or diagnoses of primary HIV infection (n = 130). In addition, we studied 124 patients for whom longitudinal genotypic resistance testing was performed while they were still ART-naïve. Results. We found that the fraction of ambiguous nucleotides increased with the age of infection with a rate of .2% per year within the first 8 years but thereafter with a decreasing rate. We show that this pattern is consistent with population-genetic models for realistic parameters. Finally, we show that, in this highly representative population, a fraction of ambiguous nucleotides of &gt;.5% provides strong evidence against a recent infection event &lt;1 year prior to sampling (negative predictive value, 98.7%). Conclusions. These findings show that the fraction of ambiguous nucleotides is a useful marker for the age of infection.</abstract><cop>Oxford</cop><pub>Oxford University Press</pub><pmid>21220770</pmid><doi>10.1093/cid/ciq164</doi><tpages>8</tpages><oa>free_for_read</oa></addata></record>
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ispartof Clinical infectious diseases, 2011-02, Vol.52 (4), p.532-539
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source JSTOR Archival Journals and Primary Sources Collection; Oxford Journals Online
subjects Adult
Age
Antiretroviral drugs
Biological and medical sciences
Cohort Studies
Datasets
Female
Genotype & phenotype
HIV
HIV 1
HIV infections
HIV Infections - virology
HIV-1 - classification
HIV-1 - genetics
HIV-1 - isolation & purification
HIV/AIDS
Human immunodeficiency virus
Human immunodeficiency virus 1
Human viral diseases
Humans
Immunodeficiencies
Immunodeficiencies. Immunoglobulinopathies
Immunopathology
Infections
Infectious diseases
Male
Medical sciences
Middle Aged
Nucleotides
pol Gene Products, Human Immunodeficiency Virus - genetics
Polymorphism, Genetic
Proteins
Sequence Analysis, DNA
Sequencing
Switzerland
Time Factors
University hospitals
Viral diseases
Viral diseases of the lymphoid tissue and the blood. Aids
title Ambiguous Nucleotide Calls From Population-based Sequencing of HIV-1 are a Marker for Viral Diversity and the Age of Infection
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