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A plausible causal link between antiretroviral therapy and increased blood pressure in a sub-Saharan African setting: A propensity score-matched analysis
Abstract Background The transition from association to causation could represent a fundamental step for taking preventive action against hypertension and its complications, especially among HIV-infected persons on antiretroviral therapy in sub-Saharan African countries. Methods 406 consecutive HIV-i...
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Published in: | International journal of cardiology 2016-10, Vol.220, p.400-407 |
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description | Abstract Background The transition from association to causation could represent a fundamental step for taking preventive action against hypertension and its complications, especially among HIV-infected persons on antiretroviral therapy in sub-Saharan African countries. Methods 406 consecutive HIV-infected adults attending a tertiary HIV clinic in semi-urban Nigeria were prospectively recruited between August and November 2014. These participants were stratified by antiretroviral treatment status. A propensity score matching model was fitted to examine the causal average treatment effects on the treated (ATT) of antiretroviral therapy on blood pressure. Propensity score matching entailed using nearest neighbour matching with a calliper width of 0.2 to achieve similarity in the baseline characteristics between participants naïve and exposed to antiretroviral therapy. Results Matching HIV-infected patients naïve and exposed to antiretroviral therapy on the propensity score yielded a total of 303 participants ― 229 antiretroviral-exposed and 74 antiretroviral-naïve ― matched without any residual differences in the baseline characteristics between both groups of patients. In this propensity score-matched sample, the estimated ATT for the effects of antiretroviral therapy on systolic (7.85 mmHg, 95% CI 7.51 to 8.19) and diastolic blood pressure (7.45 mmHg, 95% CI 7.28 to 7.62) were statistically significant ( P < 0.001 for each). Conclusions There is a high probability that the epidemiological association between antiretroviral therapy and increased blood pressure be causal in nature among people living with HIV in sub-Saharan African settings. HIV-infected patients commencing antiretroviral treatment in these settings may require regular hypertension screening and other cardiovascular risk assessments. |
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Methods 406 consecutive HIV-infected adults attending a tertiary HIV clinic in semi-urban Nigeria were prospectively recruited between August and November 2014. These participants were stratified by antiretroviral treatment status. A propensity score matching model was fitted to examine the causal average treatment effects on the treated (ATT) of antiretroviral therapy on blood pressure. Propensity score matching entailed using nearest neighbour matching with a calliper width of 0.2 to achieve similarity in the baseline characteristics between participants naïve and exposed to antiretroviral therapy. Results Matching HIV-infected patients naïve and exposed to antiretroviral therapy on the propensity score yielded a total of 303 participants ― 229 antiretroviral-exposed and 74 antiretroviral-naïve ― matched without any residual differences in the baseline characteristics between both groups of patients. In this propensity score-matched sample, the estimated ATT for the effects of antiretroviral therapy on systolic (7.85 mmHg, 95% CI 7.51 to 8.19) and diastolic blood pressure (7.45 mmHg, 95% CI 7.28 to 7.62) were statistically significant ( P < 0.001 for each). Conclusions There is a high probability that the epidemiological association between antiretroviral therapy and increased blood pressure be causal in nature among people living with HIV in sub-Saharan African settings. HIV-infected patients commencing antiretroviral treatment in these settings may require regular hypertension screening and other cardiovascular risk assessments.</description><identifier>ISSN: 0167-5273</identifier><identifier>ISSN: 1874-1754</identifier><identifier>EISSN: 1874-1754</identifier><identifier>DOI: 10.1016/j.ijcard.2016.06.210</identifier><identifier>PMID: 27390962</identifier><language>eng</language><publisher>Netherlands: Elsevier Ireland Ltd</publisher><subject>Adolescent ; Adult ; Africa South of the Sahara - epidemiology ; Aged ; Aged, 80 and over ; Antiretroviral therapy ; Antiretroviral Therapy, Highly Active - adverse effects ; Antiretroviral Therapy, Highly Active - trends ; Blood pressure ; Blood Pressure - drug effects ; Blood Pressure - physiology ; Cardiovascular ; Causality ; Female ; HIV ; Humans ; Hypertension - chemically induced ; Hypertension - epidemiology ; Hypertension - physiopathology ; Male ; Medicin och hälsovetenskap ; Middle Aged ; Nigeria - epidemiology ; Propensity Score ; Propensity score matching ; Prospective Studies ; Young Adult</subject><ispartof>International journal of cardiology, 2016-10, Vol.220, p.400-407</ispartof><rights>2016 Elsevier Ireland Ltd</rights><rights>Copyright © 2016 Elsevier Ireland Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c505t-f0c67b45a99abe26e048b8490a3a31e530f2a7a4ba1dd7ab2ef0a01cae85834b3</citedby><cites>FETCH-LOGICAL-c505t-f0c67b45a99abe26e048b8490a3a31e530f2a7a4ba1dd7ab2ef0a01cae85834b3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/27390962$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink><backlink>$$Uhttp://kipublications.ki.se/Default.aspx?queryparsed=id:134183500$$DView record from Swedish Publication Index$$Hfree_for_read</backlink></links><search><creatorcontrib>Nduka, Chidozie U</creatorcontrib><creatorcontrib>Stranges, Saverio</creatorcontrib><creatorcontrib>Bloomfield, Gerald S</creatorcontrib><creatorcontrib>Kimani, Peter K</creatorcontrib><creatorcontrib>Achinge, Godwin</creatorcontrib><creatorcontrib>Malu, Abraham O</creatorcontrib><creatorcontrib>Uthman, Olalekan A</creatorcontrib><title>A plausible causal link between antiretroviral therapy and increased blood pressure in a sub-Saharan African setting: A propensity score-matched analysis</title><title>International journal of cardiology</title><addtitle>Int J Cardiol</addtitle><description>Abstract Background The transition from association to causation could represent a fundamental step for taking preventive action against hypertension and its complications, especially among HIV-infected persons on antiretroviral therapy in sub-Saharan African countries. Methods 406 consecutive HIV-infected adults attending a tertiary HIV clinic in semi-urban Nigeria were prospectively recruited between August and November 2014. These participants were stratified by antiretroviral treatment status. A propensity score matching model was fitted to examine the causal average treatment effects on the treated (ATT) of antiretroviral therapy on blood pressure. Propensity score matching entailed using nearest neighbour matching with a calliper width of 0.2 to achieve similarity in the baseline characteristics between participants naïve and exposed to antiretroviral therapy. Results Matching HIV-infected patients naïve and exposed to antiretroviral therapy on the propensity score yielded a total of 303 participants ― 229 antiretroviral-exposed and 74 antiretroviral-naïve ― matched without any residual differences in the baseline characteristics between both groups of patients. In this propensity score-matched sample, the estimated ATT for the effects of antiretroviral therapy on systolic (7.85 mmHg, 95% CI 7.51 to 8.19) and diastolic blood pressure (7.45 mmHg, 95% CI 7.28 to 7.62) were statistically significant ( P < 0.001 for each). Conclusions There is a high probability that the epidemiological association between antiretroviral therapy and increased blood pressure be causal in nature among people living with HIV in sub-Saharan African settings. HIV-infected patients commencing antiretroviral treatment in these settings may require regular hypertension screening and other cardiovascular risk assessments.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Africa South of the Sahara - epidemiology</subject><subject>Aged</subject><subject>Aged, 80 and over</subject><subject>Antiretroviral therapy</subject><subject>Antiretroviral Therapy, Highly Active - adverse effects</subject><subject>Antiretroviral Therapy, Highly Active - trends</subject><subject>Blood pressure</subject><subject>Blood Pressure - drug effects</subject><subject>Blood Pressure - physiology</subject><subject>Cardiovascular</subject><subject>Causality</subject><subject>Female</subject><subject>HIV</subject><subject>Humans</subject><subject>Hypertension - chemically induced</subject><subject>Hypertension - epidemiology</subject><subject>Hypertension - physiopathology</subject><subject>Male</subject><subject>Medicin och hälsovetenskap</subject><subject>Middle Aged</subject><subject>Nigeria - epidemiology</subject><subject>Propensity Score</subject><subject>Propensity score matching</subject><subject>Prospective Studies</subject><subject>Young Adult</subject><issn>0167-5273</issn><issn>1874-1754</issn><issn>1874-1754</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNqFUk2P0zAQjRCILQv_ACEfuaTYsZ3EHJCq1fIhrcRh4WyNnQl1mybBTnaVn8K_Zap2FwkJcZrxzHvzNJ6XZa8FXwsuyne7ddh5iM26oNeal-tC8CfZStSVykWl1dNsRY0q10UlL7IXKe0458qY-nl2QSXDTVmssl8bNnYwp-A6ZJ4S6FgX-j1zON0j9gz6KUSc4nAXIvWmLUYYFyo3LPQ-IiRsmOuGoWFjxJTmiNRgwNLs8lvYQoSebdoYPMWE0xT6H-8ZqcZhxD6FaWHJDxHzA0x-S7Ogh25JIb3MnrXQJXx1jpfZ94_X364-5zdfP3252tzkXnM95S33ZeWUBmPAYVEiV7WrleEgQQrUkrcFVKAciKapwBXYcuDCA9a6lsrJyyw_zU33OM7OjjEcIC52gGDPpT1laDWXxgjCm3_iaanmD-mBKKQStdScE_ftiUvAnzOmyR5C8th10OMwJytqIbQ2tTrKqBPUxyGliO2jkOD2aAC7sycD2KMBLC8tGYBob84Ksztg80h6uDgBPpwASH96FzDa5AP2Hhs6s59sM4T_Kfw9wJNh6LzdHhdMu2GOdEHaxabCcnt7NOHRg6KUohC1kb8BRYbdUw</recordid><startdate>20161001</startdate><enddate>20161001</enddate><creator>Nduka, Chidozie U</creator><creator>Stranges, Saverio</creator><creator>Bloomfield, Gerald S</creator><creator>Kimani, Peter K</creator><creator>Achinge, Godwin</creator><creator>Malu, Abraham O</creator><creator>Uthman, Olalekan A</creator><general>Elsevier Ireland Ltd</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>7X8</scope><scope>ADTPV</scope><scope>AOWAS</scope></search><sort><creationdate>20161001</creationdate><title>A plausible causal link between antiretroviral therapy and increased blood pressure in a sub-Saharan African setting: A propensity score-matched analysis</title><author>Nduka, Chidozie U ; Stranges, Saverio ; Bloomfield, Gerald S ; Kimani, Peter K ; Achinge, Godwin ; Malu, Abraham O ; Uthman, Olalekan A</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c505t-f0c67b45a99abe26e048b8490a3a31e530f2a7a4ba1dd7ab2ef0a01cae85834b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Africa South of the Sahara - epidemiology</topic><topic>Aged</topic><topic>Aged, 80 and over</topic><topic>Antiretroviral therapy</topic><topic>Antiretroviral Therapy, Highly Active - adverse effects</topic><topic>Antiretroviral Therapy, Highly Active - trends</topic><topic>Blood pressure</topic><topic>Blood Pressure - drug effects</topic><topic>Blood Pressure - physiology</topic><topic>Cardiovascular</topic><topic>Causality</topic><topic>Female</topic><topic>HIV</topic><topic>Humans</topic><topic>Hypertension - chemically induced</topic><topic>Hypertension - epidemiology</topic><topic>Hypertension - physiopathology</topic><topic>Male</topic><topic>Medicin och hälsovetenskap</topic><topic>Middle Aged</topic><topic>Nigeria - epidemiology</topic><topic>Propensity Score</topic><topic>Propensity score matching</topic><topic>Prospective Studies</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Nduka, Chidozie U</creatorcontrib><creatorcontrib>Stranges, Saverio</creatorcontrib><creatorcontrib>Bloomfield, Gerald S</creatorcontrib><creatorcontrib>Kimani, Peter K</creatorcontrib><creatorcontrib>Achinge, Godwin</creatorcontrib><creatorcontrib>Malu, Abraham O</creatorcontrib><creatorcontrib>Uthman, Olalekan A</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>SwePub</collection><collection>SwePub Articles</collection><jtitle>International journal of cardiology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Nduka, Chidozie U</au><au>Stranges, Saverio</au><au>Bloomfield, Gerald S</au><au>Kimani, Peter K</au><au>Achinge, Godwin</au><au>Malu, Abraham O</au><au>Uthman, Olalekan A</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A plausible causal link between antiretroviral therapy and increased blood pressure in a sub-Saharan African setting: A propensity score-matched analysis</atitle><jtitle>International journal of cardiology</jtitle><addtitle>Int J Cardiol</addtitle><date>2016-10-01</date><risdate>2016</risdate><volume>220</volume><spage>400</spage><epage>407</epage><pages>400-407</pages><issn>0167-5273</issn><issn>1874-1754</issn><eissn>1874-1754</eissn><abstract>Abstract Background The transition from association to causation could represent a fundamental step for taking preventive action against hypertension and its complications, especially among HIV-infected persons on antiretroviral therapy in sub-Saharan African countries. Methods 406 consecutive HIV-infected adults attending a tertiary HIV clinic in semi-urban Nigeria were prospectively recruited between August and November 2014. These participants were stratified by antiretroviral treatment status. A propensity score matching model was fitted to examine the causal average treatment effects on the treated (ATT) of antiretroviral therapy on blood pressure. Propensity score matching entailed using nearest neighbour matching with a calliper width of 0.2 to achieve similarity in the baseline characteristics between participants naïve and exposed to antiretroviral therapy. Results Matching HIV-infected patients naïve and exposed to antiretroviral therapy on the propensity score yielded a total of 303 participants ― 229 antiretroviral-exposed and 74 antiretroviral-naïve ― matched without any residual differences in the baseline characteristics between both groups of patients. In this propensity score-matched sample, the estimated ATT for the effects of antiretroviral therapy on systolic (7.85 mmHg, 95% CI 7.51 to 8.19) and diastolic blood pressure (7.45 mmHg, 95% CI 7.28 to 7.62) were statistically significant ( P < 0.001 for each). Conclusions There is a high probability that the epidemiological association between antiretroviral therapy and increased blood pressure be causal in nature among people living with HIV in sub-Saharan African settings. HIV-infected patients commencing antiretroviral treatment in these settings may require regular hypertension screening and other cardiovascular risk assessments.</abstract><cop>Netherlands</cop><pub>Elsevier Ireland Ltd</pub><pmid>27390962</pmid><doi>10.1016/j.ijcard.2016.06.210</doi><tpages>8</tpages></addata></record> |
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subjects | Adolescent Adult Africa South of the Sahara - epidemiology Aged Aged, 80 and over Antiretroviral therapy Antiretroviral Therapy, Highly Active - adverse effects Antiretroviral Therapy, Highly Active - trends Blood pressure Blood Pressure - drug effects Blood Pressure - physiology Cardiovascular Causality Female HIV Humans Hypertension - chemically induced Hypertension - epidemiology Hypertension - physiopathology Male Medicin och hälsovetenskap Middle Aged Nigeria - epidemiology Propensity Score Propensity score matching Prospective Studies Young Adult |
title | A plausible causal link between antiretroviral therapy and increased blood pressure in a sub-Saharan African setting: A propensity score-matched analysis |
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