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The risk of virologic failure decreases with duration of HIV suppression, at greater than 50% adherence to antiretroviral therapy
We hypothesized that the percent adherence to antiretroviral therapy necessary to maintain HIV suppression would decrease with longer duration of viral suppression. Eligible participants were identified from the REACH cohort of marginally housed HIV infected adults in San Francisco. Adherence to ant...
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Published in: | PloS one 2009-09, Vol.4 (9), p.e7196-e7196 |
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description | We hypothesized that the percent adherence to antiretroviral therapy necessary to maintain HIV suppression would decrease with longer duration of viral suppression.
Eligible participants were identified from the REACH cohort of marginally housed HIV infected adults in San Francisco. Adherence to antiretroviral therapy was measured through pill counts obtained at unannounced visits by research staff to each participant's usual place of residence. Marginal structural models and targeted maximum likelihood estimation methodologies were used to determine the effect of adherence to antiretroviral therapy on the probability of virologic failure during early and late viral suppression.
A total of 221 subjects were studied (median age 44.1 years; median CD4+ T cell nadir 206 cells/mm(3)). Most subjects were taking the following types of antiretroviral regimens: non-nucleoside reverse transcriptase inhibitor based (37%), ritonavir boosted protease inhibitor based (28%), or unboosted protease inhibitor based (25%). Comparing the probability of failure just after achieving suppression vs. after 12 consecutive months of suppression, there was a statistically significant decrease in the probability of virologic failure for each range of adherence proportions we considered, as long as adherence was greater than 50%. The estimated risk difference, comparing the probability of virologic failure after 1 month vs. after 12 months of continuous viral suppression was 0.47 (95% CI 0.23-0.63) at 50-74% adherence, 0.29 (CI 0.03-0.50) at 75-89% adherence, and 0.36 (CI 0.23-0.48) at 90-100% adherence.
The risk of virologic failure for adherence greater than 50% declines with longer duration of continuous suppression. While high adherence is required to maximize the probability of durable viral suppression, the range of adherence capable of sustaining viral suppression is wider after prolonged periods of viral suppression. |
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Eligible participants were identified from the REACH cohort of marginally housed HIV infected adults in San Francisco. Adherence to antiretroviral therapy was measured through pill counts obtained at unannounced visits by research staff to each participant's usual place of residence. Marginal structural models and targeted maximum likelihood estimation methodologies were used to determine the effect of adherence to antiretroviral therapy on the probability of virologic failure during early and late viral suppression.
A total of 221 subjects were studied (median age 44.1 years; median CD4+ T cell nadir 206 cells/mm(3)). Most subjects were taking the following types of antiretroviral regimens: non-nucleoside reverse transcriptase inhibitor based (37%), ritonavir boosted protease inhibitor based (28%), or unboosted protease inhibitor based (25%). Comparing the probability of failure just after achieving suppression vs. after 12 consecutive months of suppression, there was a statistically significant decrease in the probability of virologic failure for each range of adherence proportions we considered, as long as adherence was greater than 50%. The estimated risk difference, comparing the probability of virologic failure after 1 month vs. after 12 months of continuous viral suppression was 0.47 (95% CI 0.23-0.63) at 50-74% adherence, 0.29 (CI 0.03-0.50) at 75-89% adherence, and 0.36 (CI 0.23-0.48) at 90-100% adherence.
The risk of virologic failure for adherence greater than 50% declines with longer duration of continuous suppression. While high adherence is required to maximize the probability of durable viral suppression, the range of adherence capable of sustaining viral suppression is wider after prolonged periods of viral suppression.</description><identifier>ISSN: 1932-6203</identifier><identifier>EISSN: 1932-6203</identifier><identifier>DOI: 10.1371/journal.pone.0007196</identifier><identifier>PMID: 19787058</identifier><language>eng</language><publisher>United States: Public Library of Science</publisher><subject>Acquired immune deficiency syndrome ; Adhesion ; Adult ; Adults ; AIDS ; Anti-HIV Agents - pharmacology ; Antiretroviral agents ; Antiretroviral drugs ; Antiretroviral therapy ; Biological products industry ; CD4 antigen ; CD4-Positive T-Lymphocytes - metabolism ; Cohort Studies ; DNA polymerases ; Failure ; Female ; Highly active antiretroviral therapy ; HIV ; HIV Infections - drug therapy ; HIV patients ; Human immunodeficiency virus ; Humans ; Infectious Diseases ; Infectious Diseases/HIV Infection and AIDS ; Likelihood Functions ; Lymphocytes T ; Male ; Mathematics/Statistics ; Maximum likelihood estimation ; Middle Aged ; Models, Statistical ; Mortality ; Patient Compliance ; Protease ; Protease inhibitors ; Protease Inhibitors - pharmacology ; Proteases ; Risk ; Ritonavir ; RNA-directed DNA polymerase ; Statistical analysis ; Structural models ; T cells ; Therapy ; Treatment Outcome</subject><ispartof>PloS one, 2009-09, Vol.4 (9), p.e7196-e7196</ispartof><rights>COPYRIGHT 2009 Public Library of Science</rights><rights>This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><rights>This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose. 2009</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c663t-d9d72a953c0dc2da5d83d318b888ebd5a916b7fd668d799c8415c61c8114bdc3</citedby><cites>FETCH-LOGICAL-c663t-d9d72a953c0dc2da5d83d318b888ebd5a916b7fd668d799c8415c61c8114bdc3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://www.proquest.com/docview/1292119025/fulltextPDF?pq-origsite=primo$$EPDF$$P50$$Gproquest$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://www.proquest.com/docview/1292119025?pq-origsite=primo$$EHTML$$P50$$Gproquest$$Hfree_for_read</linktohtml><link.rule.ids>230,314,725,778,782,883,25736,27907,27908,36995,36996,44573,53774,53776,74877</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/19787058$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Maartens, Gary</contributor><creatorcontrib>Rosenblum, Michael</creatorcontrib><creatorcontrib>Deeks, Steven G</creatorcontrib><creatorcontrib>van der Laan, Mark</creatorcontrib><creatorcontrib>Bangsberg, David R</creatorcontrib><title>The risk of virologic failure decreases with duration of HIV suppression, at greater than 50% adherence to antiretroviral therapy</title><title>PloS one</title><addtitle>PLoS One</addtitle><description>We hypothesized that the percent adherence to antiretroviral therapy necessary to maintain HIV suppression would decrease with longer duration of viral suppression.
Eligible participants were identified from the REACH cohort of marginally housed HIV infected adults in San Francisco. Adherence to antiretroviral therapy was measured through pill counts obtained at unannounced visits by research staff to each participant's usual place of residence. Marginal structural models and targeted maximum likelihood estimation methodologies were used to determine the effect of adherence to antiretroviral therapy on the probability of virologic failure during early and late viral suppression.
A total of 221 subjects were studied (median age 44.1 years; median CD4+ T cell nadir 206 cells/mm(3)). Most subjects were taking the following types of antiretroviral regimens: non-nucleoside reverse transcriptase inhibitor based (37%), ritonavir boosted protease inhibitor based (28%), or unboosted protease inhibitor based (25%). Comparing the probability of failure just after achieving suppression vs. after 12 consecutive months of suppression, there was a statistically significant decrease in the probability of virologic failure for each range of adherence proportions we considered, as long as adherence was greater than 50%. The estimated risk difference, comparing the probability of virologic failure after 1 month vs. after 12 months of continuous viral suppression was 0.47 (95% CI 0.23-0.63) at 50-74% adherence, 0.29 (CI 0.03-0.50) at 75-89% adherence, and 0.36 (CI 0.23-0.48) at 90-100% adherence.
The risk of virologic failure for adherence greater than 50% declines with longer duration of continuous suppression. While high adherence is required to maximize the probability of durable viral suppression, the range of adherence capable of sustaining viral suppression is wider after prolonged periods of viral suppression.</description><subject>Acquired immune deficiency syndrome</subject><subject>Adhesion</subject><subject>Adult</subject><subject>Adults</subject><subject>AIDS</subject><subject>Anti-HIV Agents - pharmacology</subject><subject>Antiretroviral agents</subject><subject>Antiretroviral drugs</subject><subject>Antiretroviral therapy</subject><subject>Biological products industry</subject><subject>CD4 antigen</subject><subject>CD4-Positive T-Lymphocytes - metabolism</subject><subject>Cohort Studies</subject><subject>DNA polymerases</subject><subject>Failure</subject><subject>Female</subject><subject>Highly active antiretroviral therapy</subject><subject>HIV</subject><subject>HIV Infections - drug therapy</subject><subject>HIV patients</subject><subject>Human immunodeficiency virus</subject><subject>Humans</subject><subject>Infectious Diseases</subject><subject>Infectious Diseases/HIV Infection and AIDS</subject><subject>Likelihood Functions</subject><subject>Lymphocytes T</subject><subject>Male</subject><subject>Mathematics/Statistics</subject><subject>Maximum likelihood estimation</subject><subject>Middle Aged</subject><subject>Models, Statistical</subject><subject>Mortality</subject><subject>Patient Compliance</subject><subject>Protease</subject><subject>Protease inhibitors</subject><subject>Protease Inhibitors - pharmacology</subject><subject>Proteases</subject><subject>Risk</subject><subject>Ritonavir</subject><subject>RNA-directed DNA polymerase</subject><subject>Statistical analysis</subject><subject>Structural models</subject><subject>T cells</subject><subject>Therapy</subject><subject>Treatment Outcome</subject><issn>1932-6203</issn><issn>1932-6203</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2009</creationdate><recordtype>article</recordtype><sourceid>PIMPY</sourceid><sourceid>DOA</sourceid><recordid>eNqNk1uL1DAUx4so7rr6DUQDoiI4Y9JLLi_Csqg7sLCgw76GNDmdZu00NUlX99FvbupUnREfTB9STn7nfy6ck2WPCV6SgpE31270veqWg-thiTFmRNA72TERRb6gOS7u7v0fZQ9CuMa4Kjil97MjIhhnuOLH2fd1C8jb8Bm5Bt1Y7zq3sRo1ynajB2RAe1ABAvpqY4vM6FW0rp_g89UVCuMweAghmV4jFdEmwRE8iq3qUYWfI2Va8NBrQNEh1UfrIXqX4qguQeDVcPswu9eoLsCj-T7J1u_frc_OFxeXH1ZnpxcLTWkRF0YYlitRFRobnRtVGV6YgvCacw61qZQgtGaNoZQbJoTmJak0JZoTUtZGFyfZ053s0Lkg5-YFSXKREyJwXiVitSOMU9dy8Har_K10ysqfBuc3UvlodQeyrg0AKUldpsMbLXKakjMasGGa8Unr7RxtrLeQHvqYSj4QPXzpbSs37kbmrGQYiyTwchbw7ssIIcqtDRq6TvXgxiBZUWJaCIoT-ewv8t_FLXfURqX8bd-4FFanz8DW6jRCjU3205LlvKJcTAm8OnBITIRvcaPGEOTq08f_Zy-vDtkXe2wLqottcN04jVU4BMsdqL0LwUPzu3sEy2kDftUppw2Q8wYktyf7nf_jNI988QML-wPg</recordid><startdate>20090929</startdate><enddate>20090929</enddate><creator>Rosenblum, Michael</creator><creator>Deeks, Steven G</creator><creator>van der Laan, Mark</creator><creator>Bangsberg, David R</creator><general>Public Library of Science</general><general>Public Library of Science (PLoS)</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>IOV</scope><scope>ISR</scope><scope>3V.</scope><scope>7QG</scope><scope>7QL</scope><scope>7QO</scope><scope>7RV</scope><scope>7SN</scope><scope>7SS</scope><scope>7T5</scope><scope>7TG</scope><scope>7TM</scope><scope>7U9</scope><scope>7X2</scope><scope>7X7</scope><scope>7XB</scope><scope>88E</scope><scope>8AO</scope><scope>8C1</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FH</scope><scope>8FI</scope><scope>8FJ</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>ATCPS</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>BHPHI</scope><scope>C1K</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>FR3</scope><scope>FYUFA</scope><scope>GHDGH</scope><scope>GNUQQ</scope><scope>H94</scope><scope>HCIFZ</scope><scope>K9.</scope><scope>KB.</scope><scope>KB0</scope><scope>KL.</scope><scope>L6V</scope><scope>LK8</scope><scope>M0K</scope><scope>M0S</scope><scope>M1P</scope><scope>M7N</scope><scope>M7P</scope><scope>M7S</scope><scope>NAPCQ</scope><scope>P5Z</scope><scope>P62</scope><scope>P64</scope><scope>PATMY</scope><scope>PDBOC</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><scope>PYCSY</scope><scope>RC3</scope><scope>7X8</scope><scope>5PM</scope><scope>DOA</scope></search><sort><creationdate>20090929</creationdate><title>The risk of virologic failure decreases with duration of HIV suppression, at greater than 50% adherence to antiretroviral therapy</title><author>Rosenblum, Michael ; Deeks, Steven G ; van der Laan, Mark ; Bangsberg, David R</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c663t-d9d72a953c0dc2da5d83d318b888ebd5a916b7fd668d799c8415c61c8114bdc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2009</creationdate><topic>Acquired immune deficiency syndrome</topic><topic>Adhesion</topic><topic>Adult</topic><topic>Adults</topic><topic>AIDS</topic><topic>Anti-HIV Agents - pharmacology</topic><topic>Antiretroviral agents</topic><topic>Antiretroviral drugs</topic><topic>Antiretroviral therapy</topic><topic>Biological products industry</topic><topic>CD4 antigen</topic><topic>CD4-Positive T-Lymphocytes - metabolism</topic><topic>Cohort Studies</topic><topic>DNA polymerases</topic><topic>Failure</topic><topic>Female</topic><topic>Highly active antiretroviral therapy</topic><topic>HIV</topic><topic>HIV Infections - drug therapy</topic><topic>HIV patients</topic><topic>Human immunodeficiency virus</topic><topic>Humans</topic><topic>Infectious Diseases</topic><topic>Infectious Diseases/HIV Infection and AIDS</topic><topic>Likelihood Functions</topic><topic>Lymphocytes T</topic><topic>Male</topic><topic>Mathematics/Statistics</topic><topic>Maximum likelihood estimation</topic><topic>Middle Aged</topic><topic>Models, Statistical</topic><topic>Mortality</topic><topic>Patient Compliance</topic><topic>Protease</topic><topic>Protease inhibitors</topic><topic>Protease Inhibitors - 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Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>PloS one</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Rosenblum, Michael</au><au>Deeks, Steven G</au><au>van der Laan, Mark</au><au>Bangsberg, David R</au><au>Maartens, Gary</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The risk of virologic failure decreases with duration of HIV suppression, at greater than 50% adherence to antiretroviral therapy</atitle><jtitle>PloS one</jtitle><addtitle>PLoS One</addtitle><date>2009-09-29</date><risdate>2009</risdate><volume>4</volume><issue>9</issue><spage>e7196</spage><epage>e7196</epage><pages>e7196-e7196</pages><issn>1932-6203</issn><eissn>1932-6203</eissn><abstract>We hypothesized that the percent adherence to antiretroviral therapy necessary to maintain HIV suppression would decrease with longer duration of viral suppression.
Eligible participants were identified from the REACH cohort of marginally housed HIV infected adults in San Francisco. Adherence to antiretroviral therapy was measured through pill counts obtained at unannounced visits by research staff to each participant's usual place of residence. Marginal structural models and targeted maximum likelihood estimation methodologies were used to determine the effect of adherence to antiretroviral therapy on the probability of virologic failure during early and late viral suppression.
A total of 221 subjects were studied (median age 44.1 years; median CD4+ T cell nadir 206 cells/mm(3)). Most subjects were taking the following types of antiretroviral regimens: non-nucleoside reverse transcriptase inhibitor based (37%), ritonavir boosted protease inhibitor based (28%), or unboosted protease inhibitor based (25%). Comparing the probability of failure just after achieving suppression vs. after 12 consecutive months of suppression, there was a statistically significant decrease in the probability of virologic failure for each range of adherence proportions we considered, as long as adherence was greater than 50%. The estimated risk difference, comparing the probability of virologic failure after 1 month vs. after 12 months of continuous viral suppression was 0.47 (95% CI 0.23-0.63) at 50-74% adherence, 0.29 (CI 0.03-0.50) at 75-89% adherence, and 0.36 (CI 0.23-0.48) at 90-100% adherence.
The risk of virologic failure for adherence greater than 50% declines with longer duration of continuous suppression. While high adherence is required to maximize the probability of durable viral suppression, the range of adherence capable of sustaining viral suppression is wider after prolonged periods of viral suppression.</abstract><cop>United States</cop><pub>Public Library of Science</pub><pmid>19787058</pmid><doi>10.1371/journal.pone.0007196</doi><tpages>e7196</tpages><oa>free_for_read</oa></addata></record> |
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subjects | Acquired immune deficiency syndrome Adhesion Adult Adults AIDS Anti-HIV Agents - pharmacology Antiretroviral agents Antiretroviral drugs Antiretroviral therapy Biological products industry CD4 antigen CD4-Positive T-Lymphocytes - metabolism Cohort Studies DNA polymerases Failure Female Highly active antiretroviral therapy HIV HIV Infections - drug therapy HIV patients Human immunodeficiency virus Humans Infectious Diseases Infectious Diseases/HIV Infection and AIDS Likelihood Functions Lymphocytes T Male Mathematics/Statistics Maximum likelihood estimation Middle Aged Models, Statistical Mortality Patient Compliance Protease Protease inhibitors Protease Inhibitors - pharmacology Proteases Risk Ritonavir RNA-directed DNA polymerase Statistical analysis Structural models T cells Therapy Treatment Outcome |
title | The risk of virologic failure decreases with duration of HIV suppression, at greater than 50% adherence to antiretroviral therapy |
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