Transmitted HIV‐1 drug resistance in a large international cohort using next‐generation sequencing: results from the Strategic Timing of Antiretroviral Treatment (START) study
Objectives The aim of this analysis was to characterize transmitted drug resistance (TDR) in Strategic Timing of Antiretroviral Treatment (START) study participants by next‐generation sequencing (NGS), a sensitive assay capable of detecting low‐frequency variants. Methods Stored plasma from particip...
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Veröffentlicht in: | HIV medicine 2021-05, Vol.22 (5), p.360-371 |
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description | Objectives
The aim of this analysis was to characterize transmitted drug resistance (TDR) in Strategic Timing of Antiretroviral Treatment (START) study participants by next‐generation sequencing (NGS), a sensitive assay capable of detecting low‐frequency variants.
Methods
Stored plasma from participants with entry HIV RNA > 1000 copies/mL were analysed by NGS (Illumina MiSeq). TDR was based on the WHO 2009 surveillance definition with the addition of reverse transcriptase (RT) mutations T215N and E138K, and integrase strand transfer inhibitor (INSTI) surveillance mutations (Stanford HIVdb). Drug resistance mutations (DRMs) detected at three thresholds are reported: > 2%, 5% and 20% of the viral population.
Results
Between 2009 and 2013, START enrolled 4684 antiretroviral therapy (ART)‐naïve individuals in 35 countries. Baseline NGS data at study entry were available for 2902 participants. Overall prevalence rates of TDR using a detection threshold of 2%/5%/20% were 9.2%/5.6%/3.2% for nucleoside reverse transcriptase inhibitors (NRTIs), 9.2%/6.6%/4.9% for non‐NRTIs, 11.4%/5.5%/2.4% for protease inhibitors (PIs) and 3.5%/1.6%/0.1% for INSTI DRMs and varied by geographic region. Using the 2% detection threshold, individual DRMs with the highest prevalence were: PI M46IL (5.5%), RT K103NS (3.5%), RT G190ASE (3.1%), T215ISCDVEN (2.5%), RT M41L (2.2%), RT K219QENR (1.7%) and PI D30N (1.6%). INSTI DRMs were detected almost exclusively below the 20% detection threshold, most commonly Y143H (0.4%), Q148R (0.4%) and T66I (0.4%).
Conclusions
Use of NGS in this study population resulted in the detection of a large proportion of low‐level variants which would not have been detected by traditional Sanger sequencing. Global surveillance studies utilizing NGS should provide a more comprehensive assessment of TDR prevalence in different regions of the world. |
doi_str_mv | 10.1111/hiv.13038 |
format | Article |
fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_8049964</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2512577007</sourcerecordid><originalsourceid>FETCH-LOGICAL-c4438-e6d5a34ab8fa31da7e58c2de5a82d8f5ff5e60e3c0066e5569113d295e30bcd73</originalsourceid><addsrcrecordid>eNp1ksFu1DAQhiMEoqVw4AWQJS7tIa0dx07CAWlVQVupUqU2cLW89iTrKrGL7SzsjUfgXXgjnqTObqkACV881nzz69f4z7LXBB-TdE5WZn1MKKb1k2yflLzOSdHQp9u6zAvOi73sRQi3GJOKNvh5tkcp5U167Wc_Wy9tGE2MoNH5xedf338QpP3UIw_BhCitAmQskmiQvp_LCN7KaJyVA1Ju5XxEUzC2Rxa-xTTegwW_BVCALxNYlZrvZrlpiAF13o0orgDdxERBbxRqzTjPuw4tbDQeondr45N860HGEWxEhzft4ro9QiFOevMye9bJIcCrh_sg-_TxQ3t6nl9enV2cLi5zVZa0zoFrJmkpl3UnKdGyAlarQgOTdaHrjnUdA46BKow5B8Z4QwjVRcOA4qXSFT3I3u9076blCFolI8mVuPNmlH4jnDTi7441K9G7tahx2TS8TAKHDwLepU2EKEYTFAyDtOCmIIqyoiWuaTGjb_9Bb92UFj0kipGCVRXGs6OjHaW8C8FD92iGYDFHQaQoiG0UEvvmT_eP5O-_T8DJDvhqBtj8X0mkWOwk7wHvgMRL</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2512577007</pqid></control><display><type>article</type><title>Transmitted HIV‐1 drug resistance in a large international cohort using next‐generation sequencing: results from the Strategic Timing of Antiretroviral Treatment (START) study</title><source>MEDLINE</source><source>Access via Wiley Online Library</source><source>EZB-FREE-00999 freely available EZB journals</source><source>Wiley Online Library (Open Access Collection)</source><creator>Baxter, JD ; Dunn, D ; Tostevin, A ; Marvig, RL ; Bennedbæk, M ; Cozzi‐Lepri, A ; Sharma, S ; Kozal, MJ ; Gompels, M ; Pinto, AN ; Lundgren, J</creator><creatorcontrib>Baxter, JD ; Dunn, D ; Tostevin, A ; Marvig, RL ; Bennedbæk, M ; Cozzi‐Lepri, A ; Sharma, S ; Kozal, MJ ; Gompels, M ; Pinto, AN ; Lundgren, J ; INSIGHT START Study Group ; for the INSIGHT START Study Group</creatorcontrib><description>Objectives
The aim of this analysis was to characterize transmitted drug resistance (TDR) in Strategic Timing of Antiretroviral Treatment (START) study participants by next‐generation sequencing (NGS), a sensitive assay capable of detecting low‐frequency variants.
Methods
Stored plasma from participants with entry HIV RNA > 1000 copies/mL were analysed by NGS (Illumina MiSeq). TDR was based on the WHO 2009 surveillance definition with the addition of reverse transcriptase (RT) mutations T215N and E138K, and integrase strand transfer inhibitor (INSTI) surveillance mutations (Stanford HIVdb). Drug resistance mutations (DRMs) detected at three thresholds are reported: > 2%, 5% and 20% of the viral population.
Results
Between 2009 and 2013, START enrolled 4684 antiretroviral therapy (ART)‐naïve individuals in 35 countries. Baseline NGS data at study entry were available for 2902 participants. Overall prevalence rates of TDR using a detection threshold of 2%/5%/20% were 9.2%/5.6%/3.2% for nucleoside reverse transcriptase inhibitors (NRTIs), 9.2%/6.6%/4.9% for non‐NRTIs, 11.4%/5.5%/2.4% for protease inhibitors (PIs) and 3.5%/1.6%/0.1% for INSTI DRMs and varied by geographic region. Using the 2% detection threshold, individual DRMs with the highest prevalence were: PI M46IL (5.5%), RT K103NS (3.5%), RT G190ASE (3.1%), T215ISCDVEN (2.5%), RT M41L (2.2%), RT K219QENR (1.7%) and PI D30N (1.6%). INSTI DRMs were detected almost exclusively below the 20% detection threshold, most commonly Y143H (0.4%), Q148R (0.4%) and T66I (0.4%).
Conclusions
Use of NGS in this study population resulted in the detection of a large proportion of low‐level variants which would not have been detected by traditional Sanger sequencing. Global surveillance studies utilizing NGS should provide a more comprehensive assessment of TDR prevalence in different regions of the world.</description><identifier>ISSN: 1464-2662</identifier><identifier>EISSN: 1468-1293</identifier><identifier>DOI: 10.1111/hiv.13038</identifier><identifier>PMID: 33369017</identifier><language>eng</language><publisher>England: Wiley Subscription Services, Inc</publisher><subject>Anti-HIV Agents - pharmacology ; Anti-HIV Agents - therapeutic use ; Antiretroviral agents ; Antiretroviral drugs ; Antiretroviral therapy ; Drug resistance ; Drug Resistance, Viral - genetics ; Genotype ; High-Throughput Nucleotide Sequencing - methods ; HIV ; HIV drug resistance ; HIV Infections - drug therapy ; HIV Infections - epidemiology ; HIV-1 - genetics ; Human immunodeficiency virus ; Humans ; Integrase ; Mutation ; next‐generation sequencing ; Nucleoside reverse transcriptase inhibitors ; Population studies ; Protease inhibitors ; Proteinase inhibitors ; RNA-directed DNA polymerase ; Surveillance</subject><ispartof>HIV medicine, 2021-05, Vol.22 (5), p.360-371</ispartof><rights>2020 British HIV Association</rights><rights>2020 British HIV Association.</rights><rights>2021 British HIV Association</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4438-e6d5a34ab8fa31da7e58c2de5a82d8f5ff5e60e3c0066e5569113d295e30bcd73</citedby><cites>FETCH-LOGICAL-c4438-e6d5a34ab8fa31da7e58c2de5a82d8f5ff5e60e3c0066e5569113d295e30bcd73</cites><orcidid>0000-0002-8006-325X ; 0000-0002-6339-919X ; 0000-0002-0704-9603 ; 0000-0003-3583-9490</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fhiv.13038$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fhiv.13038$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>230,314,780,784,885,1417,1433,27924,27925,45574,45575,46409,46833</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33369017$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Baxter, JD</creatorcontrib><creatorcontrib>Dunn, D</creatorcontrib><creatorcontrib>Tostevin, A</creatorcontrib><creatorcontrib>Marvig, RL</creatorcontrib><creatorcontrib>Bennedbæk, M</creatorcontrib><creatorcontrib>Cozzi‐Lepri, A</creatorcontrib><creatorcontrib>Sharma, S</creatorcontrib><creatorcontrib>Kozal, MJ</creatorcontrib><creatorcontrib>Gompels, M</creatorcontrib><creatorcontrib>Pinto, AN</creatorcontrib><creatorcontrib>Lundgren, J</creatorcontrib><creatorcontrib>INSIGHT START Study Group</creatorcontrib><creatorcontrib>for the INSIGHT START Study Group</creatorcontrib><title>Transmitted HIV‐1 drug resistance in a large international cohort using next‐generation sequencing: results from the Strategic Timing of Antiretroviral Treatment (START) study</title><title>HIV medicine</title><addtitle>HIV Med</addtitle><description>Objectives
The aim of this analysis was to characterize transmitted drug resistance (TDR) in Strategic Timing of Antiretroviral Treatment (START) study participants by next‐generation sequencing (NGS), a sensitive assay capable of detecting low‐frequency variants.
Methods
Stored plasma from participants with entry HIV RNA > 1000 copies/mL were analysed by NGS (Illumina MiSeq). TDR was based on the WHO 2009 surveillance definition with the addition of reverse transcriptase (RT) mutations T215N and E138K, and integrase strand transfer inhibitor (INSTI) surveillance mutations (Stanford HIVdb). Drug resistance mutations (DRMs) detected at three thresholds are reported: > 2%, 5% and 20% of the viral population.
Results
Between 2009 and 2013, START enrolled 4684 antiretroviral therapy (ART)‐naïve individuals in 35 countries. Baseline NGS data at study entry were available for 2902 participants. Overall prevalence rates of TDR using a detection threshold of 2%/5%/20% were 9.2%/5.6%/3.2% for nucleoside reverse transcriptase inhibitors (NRTIs), 9.2%/6.6%/4.9% for non‐NRTIs, 11.4%/5.5%/2.4% for protease inhibitors (PIs) and 3.5%/1.6%/0.1% for INSTI DRMs and varied by geographic region. Using the 2% detection threshold, individual DRMs with the highest prevalence were: PI M46IL (5.5%), RT K103NS (3.5%), RT G190ASE (3.1%), T215ISCDVEN (2.5%), RT M41L (2.2%), RT K219QENR (1.7%) and PI D30N (1.6%). INSTI DRMs were detected almost exclusively below the 20% detection threshold, most commonly Y143H (0.4%), Q148R (0.4%) and T66I (0.4%).
Conclusions
Use of NGS in this study population resulted in the detection of a large proportion of low‐level variants which would not have been detected by traditional Sanger sequencing. Global surveillance studies utilizing NGS should provide a more comprehensive assessment of TDR prevalence in different regions of the world.</description><subject>Anti-HIV Agents - pharmacology</subject><subject>Anti-HIV Agents - therapeutic use</subject><subject>Antiretroviral agents</subject><subject>Antiretroviral drugs</subject><subject>Antiretroviral therapy</subject><subject>Drug resistance</subject><subject>Drug Resistance, Viral - genetics</subject><subject>Genotype</subject><subject>High-Throughput Nucleotide Sequencing - methods</subject><subject>HIV</subject><subject>HIV drug resistance</subject><subject>HIV Infections - drug therapy</subject><subject>HIV Infections - epidemiology</subject><subject>HIV-1 - genetics</subject><subject>Human immunodeficiency virus</subject><subject>Humans</subject><subject>Integrase</subject><subject>Mutation</subject><subject>next‐generation sequencing</subject><subject>Nucleoside reverse transcriptase inhibitors</subject><subject>Population studies</subject><subject>Protease inhibitors</subject><subject>Proteinase inhibitors</subject><subject>RNA-directed DNA polymerase</subject><subject>Surveillance</subject><issn>1464-2662</issn><issn>1468-1293</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1ksFu1DAQhiMEoqVw4AWQJS7tIa0dx07CAWlVQVupUqU2cLW89iTrKrGL7SzsjUfgXXgjnqTObqkACV881nzz69f4z7LXBB-TdE5WZn1MKKb1k2yflLzOSdHQp9u6zAvOi73sRQi3GJOKNvh5tkcp5U167Wc_Wy9tGE2MoNH5xedf338QpP3UIw_BhCitAmQskmiQvp_LCN7KaJyVA1Ju5XxEUzC2Rxa-xTTegwW_BVCALxNYlZrvZrlpiAF13o0orgDdxERBbxRqzTjPuw4tbDQeondr45N860HGEWxEhzft4ro9QiFOevMye9bJIcCrh_sg-_TxQ3t6nl9enV2cLi5zVZa0zoFrJmkpl3UnKdGyAlarQgOTdaHrjnUdA46BKow5B8Z4QwjVRcOA4qXSFT3I3u9076blCFolI8mVuPNmlH4jnDTi7441K9G7tahx2TS8TAKHDwLepU2EKEYTFAyDtOCmIIqyoiWuaTGjb_9Bb92UFj0kipGCVRXGs6OjHaW8C8FD92iGYDFHQaQoiG0UEvvmT_eP5O-_T8DJDvhqBtj8X0mkWOwk7wHvgMRL</recordid><startdate>202105</startdate><enddate>202105</enddate><creator>Baxter, JD</creator><creator>Dunn, D</creator><creator>Tostevin, A</creator><creator>Marvig, RL</creator><creator>Bennedbæk, M</creator><creator>Cozzi‐Lepri, A</creator><creator>Sharma, S</creator><creator>Kozal, MJ</creator><creator>Gompels, M</creator><creator>Pinto, AN</creator><creator>Lundgren, J</creator><general>Wiley Subscription Services, Inc</general><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>7U7</scope><scope>7U9</scope><scope>C1K</scope><scope>H94</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0000-0002-8006-325X</orcidid><orcidid>https://orcid.org/0000-0002-6339-919X</orcidid><orcidid>https://orcid.org/0000-0002-0704-9603</orcidid><orcidid>https://orcid.org/0000-0003-3583-9490</orcidid></search><sort><creationdate>202105</creationdate><title>Transmitted HIV‐1 drug resistance in a large international cohort using next‐generation sequencing: results from the Strategic Timing of Antiretroviral Treatment (START) study</title><author>Baxter, JD ; Dunn, D ; Tostevin, A ; Marvig, RL ; Bennedbæk, M ; Cozzi‐Lepri, A ; Sharma, S ; Kozal, MJ ; Gompels, M ; Pinto, AN ; Lundgren, J</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4438-e6d5a34ab8fa31da7e58c2de5a82d8f5ff5e60e3c0066e5569113d295e30bcd73</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Anti-HIV Agents - pharmacology</topic><topic>Anti-HIV Agents - therapeutic use</topic><topic>Antiretroviral agents</topic><topic>Antiretroviral drugs</topic><topic>Antiretroviral therapy</topic><topic>Drug resistance</topic><topic>Drug Resistance, Viral - genetics</topic><topic>Genotype</topic><topic>High-Throughput Nucleotide Sequencing - methods</topic><topic>HIV</topic><topic>HIV drug resistance</topic><topic>HIV Infections - drug therapy</topic><topic>HIV Infections - epidemiology</topic><topic>HIV-1 - genetics</topic><topic>Human immunodeficiency virus</topic><topic>Humans</topic><topic>Integrase</topic><topic>Mutation</topic><topic>next‐generation sequencing</topic><topic>Nucleoside reverse transcriptase inhibitors</topic><topic>Population studies</topic><topic>Protease inhibitors</topic><topic>Proteinase inhibitors</topic><topic>RNA-directed DNA polymerase</topic><topic>Surveillance</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Baxter, JD</creatorcontrib><creatorcontrib>Dunn, D</creatorcontrib><creatorcontrib>Tostevin, A</creatorcontrib><creatorcontrib>Marvig, RL</creatorcontrib><creatorcontrib>Bennedbæk, M</creatorcontrib><creatorcontrib>Cozzi‐Lepri, A</creatorcontrib><creatorcontrib>Sharma, S</creatorcontrib><creatorcontrib>Kozal, MJ</creatorcontrib><creatorcontrib>Gompels, M</creatorcontrib><creatorcontrib>Pinto, AN</creatorcontrib><creatorcontrib>Lundgren, J</creatorcontrib><creatorcontrib>INSIGHT START Study Group</creatorcontrib><creatorcontrib>for the INSIGHT START Study Group</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Toxicology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Environmental Sciences and Pollution Management</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>HIV medicine</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Baxter, JD</au><au>Dunn, D</au><au>Tostevin, A</au><au>Marvig, RL</au><au>Bennedbæk, M</au><au>Cozzi‐Lepri, A</au><au>Sharma, S</au><au>Kozal, MJ</au><au>Gompels, M</au><au>Pinto, AN</au><au>Lundgren, J</au><aucorp>INSIGHT START Study Group</aucorp><aucorp>for the INSIGHT START Study Group</aucorp><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Transmitted HIV‐1 drug resistance in a large international cohort using next‐generation sequencing: results from the Strategic Timing of Antiretroviral Treatment (START) study</atitle><jtitle>HIV medicine</jtitle><addtitle>HIV Med</addtitle><date>2021-05</date><risdate>2021</risdate><volume>22</volume><issue>5</issue><spage>360</spage><epage>371</epage><pages>360-371</pages><issn>1464-2662</issn><eissn>1468-1293</eissn><abstract>Objectives
The aim of this analysis was to characterize transmitted drug resistance (TDR) in Strategic Timing of Antiretroviral Treatment (START) study participants by next‐generation sequencing (NGS), a sensitive assay capable of detecting low‐frequency variants.
Methods
Stored plasma from participants with entry HIV RNA > 1000 copies/mL were analysed by NGS (Illumina MiSeq). TDR was based on the WHO 2009 surveillance definition with the addition of reverse transcriptase (RT) mutations T215N and E138K, and integrase strand transfer inhibitor (INSTI) surveillance mutations (Stanford HIVdb). Drug resistance mutations (DRMs) detected at three thresholds are reported: > 2%, 5% and 20% of the viral population.
Results
Between 2009 and 2013, START enrolled 4684 antiretroviral therapy (ART)‐naïve individuals in 35 countries. Baseline NGS data at study entry were available for 2902 participants. Overall prevalence rates of TDR using a detection threshold of 2%/5%/20% were 9.2%/5.6%/3.2% for nucleoside reverse transcriptase inhibitors (NRTIs), 9.2%/6.6%/4.9% for non‐NRTIs, 11.4%/5.5%/2.4% for protease inhibitors (PIs) and 3.5%/1.6%/0.1% for INSTI DRMs and varied by geographic region. Using the 2% detection threshold, individual DRMs with the highest prevalence were: PI M46IL (5.5%), RT K103NS (3.5%), RT G190ASE (3.1%), T215ISCDVEN (2.5%), RT M41L (2.2%), RT K219QENR (1.7%) and PI D30N (1.6%). INSTI DRMs were detected almost exclusively below the 20% detection threshold, most commonly Y143H (0.4%), Q148R (0.4%) and T66I (0.4%).
Conclusions
Use of NGS in this study population resulted in the detection of a large proportion of low‐level variants which would not have been detected by traditional Sanger sequencing. Global surveillance studies utilizing NGS should provide a more comprehensive assessment of TDR prevalence in different regions of the world.</abstract><cop>England</cop><pub>Wiley Subscription Services, Inc</pub><pmid>33369017</pmid><doi>10.1111/hiv.13038</doi><tpages>12</tpages><orcidid>https://orcid.org/0000-0002-8006-325X</orcidid><orcidid>https://orcid.org/0000-0002-6339-919X</orcidid><orcidid>https://orcid.org/0000-0002-0704-9603</orcidid><orcidid>https://orcid.org/0000-0003-3583-9490</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Anti-HIV Agents - pharmacology Anti-HIV Agents - therapeutic use Antiretroviral agents Antiretroviral drugs Antiretroviral therapy Drug resistance Drug Resistance, Viral - genetics Genotype High-Throughput Nucleotide Sequencing - methods HIV HIV drug resistance HIV Infections - drug therapy HIV Infections - epidemiology HIV-1 - genetics Human immunodeficiency virus Humans Integrase Mutation next‐generation sequencing Nucleoside reverse transcriptase inhibitors Population studies Protease inhibitors Proteinase inhibitors RNA-directed DNA polymerase Surveillance |
title | Transmitted HIV‐1 drug resistance in a large international cohort using next‐generation sequencing: results from the Strategic Timing of Antiretroviral Treatment (START) study |
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