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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 |
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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 >.5% provides strong evidence against a recent infection event <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 & 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</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. All rights reserved. 2011</rights><rights>2015 INIST-CNRS</rights><rights>Copyright University of Chicago, acting through its Press Feb 15, 2011</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c584t-5f82230ec7112b00652f584497866bccd0b32211ceec2725198632f898c397423</citedby><cites>FETCH-LOGICAL-c584t-5f82230ec7112b00652f584497866bccd0b32211ceec2725198632f898c397423</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.jstor.org/stable/pdf/29777332$$EPDF$$P50$$Gjstor$$H</linktopdf><linktohtml>$$Uhttps://www.jstor.org/stable/29777332$$EHTML$$P50$$Gjstor$$H</linktohtml><link.rule.ids>230,314,780,784,885,27924,27925,58238,58471</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=23962370$$DView record in Pascal Francis$$Hfree_for_read</backlink><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/21220770$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Kouyos, Roger D.</creatorcontrib><creatorcontrib>von Wyl, Viktor</creatorcontrib><creatorcontrib>Yerly, Sabine</creatorcontrib><creatorcontrib>Böni, Jürg</creatorcontrib><creatorcontrib>Rieder, Philip</creatorcontrib><creatorcontrib>Joos, Beda</creatorcontrib><creatorcontrib>Taffé, Patrick</creatorcontrib><creatorcontrib>Shah, Cyril</creatorcontrib><creatorcontrib>Bürgisser, Philippe</creatorcontrib><creatorcontrib>Klimkait, Thomas</creatorcontrib><creatorcontrib>Weber, Rainer</creatorcontrib><creatorcontrib>Hirschel, Bernard</creatorcontrib><creatorcontrib>Cavassini, Matthias</creatorcontrib><creatorcontrib>Rauch, Andri</creatorcontrib><creatorcontrib>Battegay, Manuel</creatorcontrib><creatorcontrib>Vernazza, Pietro L.</creatorcontrib><creatorcontrib>Bernasconi, Enos</creatorcontrib><creatorcontrib>Ledergerber, Bruno</creatorcontrib><creatorcontrib>Bonhoeffer, Sebastian</creatorcontrib><creatorcontrib>Günthard, Huldrych F.</creatorcontrib><creatorcontrib>the Swiss HIV Cohort Study</creatorcontrib><creatorcontrib>Swiss HIV Cohort Study</creatorcontrib><title>Ambiguous Nucleotide Calls From Population-based Sequencing of HIV-1 are a Marker for Viral Diversity and the Age of Infection</title><title>Clinical infectious diseases</title><addtitle>Clin Infect Dis</addtitle><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 <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 & 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 & 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. Aids</subject><issn>1058-4838</issn><issn>1537-6591</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><recordid>eNqFkc1v1DAQxSMEoqVw4Q6ykBASUmDGTmLnUmm1ULpS-ZCAXi3HmWy9ZOOtnVTqhb8dr3ZpCwc4WLY0P7-ZNy_LniK8QajFW-vadC6xKu5lh1gKmVdljffTG0qVF0qog-xRjCsARAXlw-yAI-cgJRxmP2frxi0nP0X2abI9-dG1xOam7yM7CX7NvvjN1JvR-SFvTKSWfaXLiQbrhiXzHTtdnOfITCBm2EcTflBgnQ_s3AXTs3fuikJ04zUzQ8vGC2KzJW1_LYaO7FbzcfagM32kJ_v7KPt-8v7b_DQ_-_xhMZ-d5bZUxZiXneJcAFmJyBuAquRdKhS1VFXVWNtCIzhHtESWS15irSrBO1UrK2pZcHGUHe90N1OzptbSMKYB9Sa4tQnX2hun_6wM7kIv_ZUWUEENkARe7QWCT_7jqNcuWup7M1BanlZKIYoK8P9kiYUsQIpEvviLXPkpDGkPCUqNkxOVoNc7yAYfY6DuZmgEvY1fp_j1Lv4EP79r8wb9nXcCXu4BE63pu2BSkvGWE3XFxV3OT5t_N3y241Zx9OFWp5YyGeTiF6wHzWU</recordid><startdate>20110215</startdate><enddate>20110215</enddate><creator>Kouyos, Roger D.</creator><creator>von Wyl, Viktor</creator><creator>Yerly, Sabine</creator><creator>Böni, Jürg</creator><creator>Rieder, Philip</creator><creator>Joos, Beda</creator><creator>Taffé, Patrick</creator><creator>Shah, Cyril</creator><creator>Bürgisser, Philippe</creator><creator>Klimkait, Thomas</creator><creator>Weber, Rainer</creator><creator>Hirschel, Bernard</creator><creator>Cavassini, Matthias</creator><creator>Rauch, Andri</creator><creator>Battegay, Manuel</creator><creator>Vernazza, Pietro L.</creator><creator>Bernasconi, Enos</creator><creator>Ledergerber, Bruno</creator><creator>Bonhoeffer, Sebastian</creator><creator>Günthard, Huldrych F.</creator><general>Oxford University Press</general><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7QL</scope><scope>7T2</scope><scope>7T7</scope><scope>7U7</scope><scope>7U9</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>H94</scope><scope>K9.</scope><scope>M7N</scope><scope>P64</scope><scope>7X8</scope><scope>7U2</scope><scope>5PM</scope></search><sort><creationdate>20110215</creationdate><title>Ambiguous Nucleotide Calls From Population-based Sequencing of HIV-1 are a Marker for Viral Diversity and the Age of Infection</title><author>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.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c584t-5f82230ec7112b00652f584497866bccd0b32211ceec2725198632f898c397423</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Adult</topic><topic>Age</topic><topic>Antiretroviral drugs</topic><topic>Biological and medical sciences</topic><topic>Cohort Studies</topic><topic>Datasets</topic><topic>Female</topic><topic>Genotype & phenotype</topic><topic>HIV</topic><topic>HIV 1</topic><topic>HIV infections</topic><topic>HIV Infections - virology</topic><topic>HIV-1 - classification</topic><topic>HIV-1 - genetics</topic><topic>HIV-1 - isolation & purification</topic><topic>HIV/AIDS</topic><topic>Human immunodeficiency virus</topic><topic>Human immunodeficiency virus 1</topic><topic>Human viral diseases</topic><topic>Humans</topic><topic>Immunodeficiencies</topic><topic>Immunodeficiencies. Immunoglobulinopathies</topic><topic>Immunopathology</topic><topic>Infections</topic><topic>Infectious diseases</topic><topic>Male</topic><topic>Medical sciences</topic><topic>Middle Aged</topic><topic>Nucleotides</topic><topic>pol Gene Products, Human Immunodeficiency Virus - genetics</topic><topic>Polymorphism, Genetic</topic><topic>Proteins</topic><topic>Sequence Analysis, DNA</topic><topic>Sequencing</topic><topic>Switzerland</topic><topic>Time Factors</topic><topic>University hospitals</topic><topic>Viral diseases</topic><topic>Viral diseases of the lymphoid tissue and the blood. Aids</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Kouyos, Roger D.</creatorcontrib><creatorcontrib>von Wyl, Viktor</creatorcontrib><creatorcontrib>Yerly, Sabine</creatorcontrib><creatorcontrib>Böni, Jürg</creatorcontrib><creatorcontrib>Rieder, Philip</creatorcontrib><creatorcontrib>Joos, Beda</creatorcontrib><creatorcontrib>Taffé, Patrick</creatorcontrib><creatorcontrib>Shah, Cyril</creatorcontrib><creatorcontrib>Bürgisser, Philippe</creatorcontrib><creatorcontrib>Klimkait, Thomas</creatorcontrib><creatorcontrib>Weber, Rainer</creatorcontrib><creatorcontrib>Hirschel, Bernard</creatorcontrib><creatorcontrib>Cavassini, Matthias</creatorcontrib><creatorcontrib>Rauch, Andri</creatorcontrib><creatorcontrib>Battegay, Manuel</creatorcontrib><creatorcontrib>Vernazza, Pietro L.</creatorcontrib><creatorcontrib>Bernasconi, Enos</creatorcontrib><creatorcontrib>Ledergerber, Bruno</creatorcontrib><creatorcontrib>Bonhoeffer, Sebastian</creatorcontrib><creatorcontrib>Günthard, Huldrych F.</creatorcontrib><creatorcontrib>the Swiss HIV Cohort Study</creatorcontrib><creatorcontrib>Swiss HIV Cohort Study</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Bacteriology Abstracts (Microbiology B)</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Toxicology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Algology Mycology and Protozoology Abstracts (Microbiology C)</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>MEDLINE - Academic</collection><collection>Safety Science and Risk</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>Clinical infectious diseases</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Kouyos, Roger D.</au><au>von Wyl, Viktor</au><au>Yerly, Sabine</au><au>Böni, Jürg</au><au>Rieder, Philip</au><au>Joos, Beda</au><au>Taffé, Patrick</au><au>Shah, Cyril</au><au>Bürgisser, Philippe</au><au>Klimkait, Thomas</au><au>Weber, Rainer</au><au>Hirschel, Bernard</au><au>Cavassini, Matthias</au><au>Rauch, Andri</au><au>Battegay, Manuel</au><au>Vernazza, Pietro L.</au><au>Bernasconi, Enos</au><au>Ledergerber, Bruno</au><au>Bonhoeffer, Sebastian</au><au>Günthard, Huldrych F.</au><aucorp>the Swiss HIV Cohort Study</aucorp><aucorp>Swiss HIV Cohort Study</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Ambiguous Nucleotide Calls From Population-based Sequencing of HIV-1 are a Marker for Viral Diversity and the Age of Infection</atitle><jtitle>Clinical infectious diseases</jtitle><addtitle>Clin Infect Dis</addtitle><date>2011-02-15</date><risdate>2011</risdate><volume>52</volume><issue>4</issue><spage>532</spage><epage>539</epage><pages>532-539</pages><issn>1058-4838</issn><eissn>1537-6591</eissn><coden>CIDIEL</coden><abstract>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 <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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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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