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Development and Validation of a Risk Score for Chronic Kidney Disease in HIV Infection Using Prospective Cohort Data from the D:A:D Study

Identifieur interne : 002F41 ( Main/Exploration ); précédent : 002F40; suivant : 002F42

Development and Validation of a Risk Score for Chronic Kidney Disease in HIV Infection Using Prospective Cohort Data from the D:A:D Study

Auteurs : Amanda Mocroft [Royaume-Uni] ; Jens D. Lundgren [Danemark] ; Michael Ross [États-Unis] ; Matthew Law [Australie] ; Peter Reiss [Pays-Bas] ; Ole Kirk [Danemark] ; Colette Smith [Royaume-Uni] ; Deborah Wentworth [États-Unis] ; Jacqueline Neuhaus [États-Unis] ; Christoph A. Fux [Suisse] ; Olivier Moranne [France] ; Phillipe Morlat [France] ; Margaret A. Johnson [Royaume-Uni] ; Lene Ryom [Danemark]

Source :

RBID : PMC:4380415

Descripteurs français

English descriptors

Abstract

Background

Chronic kidney disease (CKD) is a major health issue for HIV-positive individuals, associated with increased morbidity and mortality. Development and implementation of a risk score model for CKD would allow comparison of the risks and benefits of adding potentially nephrotoxic antiretrovirals to a treatment regimen and would identify those at greatest risk of CKD. The aims of this study were to develop a simple, externally validated, and widely applicable long-term risk score model for CKD in HIV-positive individuals that can guide decision making in clinical practice.

Methods and Findings

A total of 17,954 HIV-positive individuals from the Data Collection on Adverse Events of Anti-HIV Drugs (D:A:D) study with ≥3 estimated glomerular filtration rate (eGFR) values after 1 January 2004 were included. Baseline was defined as the first eGFR > 60 ml/min/1.73 m2 after 1 January 2004; individuals with exposure to tenofovir, atazanavir, atazanavir/ritonavir, lopinavir/ritonavir, other boosted protease inhibitors before baseline were excluded. CKD was defined as confirmed (>3 mo apart) eGFR ≤ 60 ml/min/1.73 m2. Poisson regression was used to develop a risk score, externally validated on two independent cohorts.

In the D:A:D study, 641 individuals developed CKD during 103,185 person-years of follow-up (PYFU; incidence 6.2/1,000 PYFU, 95% CI 5.7–6.7; median follow-up 6.1 y, range 0.3–9.1 y). Older age, intravenous drug use, hepatitis C coinfection, lower baseline eGFR, female gender, lower CD4 count nadir, hypertension, diabetes, and cardiovascular disease (CVD) predicted CKD. The adjusted incidence rate ratios of these nine categorical variables were scaled and summed to create the risk score. The median risk score at baseline was −2 (interquartile range –4 to 2). There was a 1:393 chance of developing CKD in the next 5 y in the low risk group (risk score < 0, 33 events), rising to 1:47 and 1:6 in the medium (risk score 0–4, 103 events) and high risk groups (risk score ≥ 5, 505 events), respectively. Number needed to harm (NNTH) at 5 y when starting unboosted atazanavir or lopinavir/ritonavir among those with a low risk score was 1,702 (95% CI 1,166–3,367); NNTH was 202 (95% CI 159–278) and 21 (95% CI 19–23), respectively, for those with a medium and high risk score. NNTH was 739 (95% CI 506–1462), 88 (95% CI 69–121), and 9 (95% CI 8–10) for those with a low, medium, and high risk score, respectively, starting tenofovir, atazanavir/ritonavir, or another boosted protease inhibitor.

The Royal Free Hospital Clinic Cohort included 2,548 individuals, of whom 94 individuals developed CKD (3.7%) during 18,376 PYFU (median follow-up 7.4 y, range 0.3–12.7 y). Of 2,013 individuals included from the SMART/ESPRIT control arms, 32 individuals developed CKD (1.6%) during 8,452 PYFU (median follow-up 4.1 y, range 0.6–8.1 y). External validation showed that the risk score predicted well in these cohorts. Limitations of this study included limited data on race and no information on proteinuria.

Conclusions

Both traditional and HIV-related risk factors were predictive of CKD. These factors were used to develop a risk score for CKD in HIV infection, externally validated, that has direct clinical relevance for patients and clinicians to weigh the benefits of certain antiretrovirals against the risk of CKD and to identify those at greatest risk of CKD.


Url:
DOI: 10.1371/journal.pmed.1001809
PubMed: 25826420
PubMed Central: 4380415


Affiliations:


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<name sortKey="Johnson, Margaret A" sort="Johnson, Margaret A" uniqKey="Johnson M" first="Margaret A." last="Johnson">Margaret A. Johnson</name>
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<addr-line>Department of HIV Medicine, Royal Free London NHS Foundation Trust, London, United Kingdom</addr-line>
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<country xml:lang="fr">Royaume-Uni</country>
<wicri:regionArea>Department of HIV Medicine, Royal Free London NHS Foundation Trust, London</wicri:regionArea>
<placeName>
<settlement type="city">Londres</settlement>
<region type="country">Angleterre</region>
<region type="région" nuts="1">Grand Londres</region>
</placeName>
</affiliation>
</author>
<author>
<name sortKey="Ryom, Lene" sort="Ryom, Lene" uniqKey="Ryom L" first="Lene" last="Ryom">Lene Ryom</name>
<affiliation wicri:level="3">
<nlm:aff id="aff002">
<addr-line>Copenhagen HIV Programme, Department of Infectious Diseases, Rigshospitalet, University of Copenhagen, Copenhagen, Denmark</addr-line>
</nlm:aff>
<country xml:lang="fr">Danemark</country>
<wicri:regionArea>Copenhagen HIV Programme, Department of Infectious Diseases, Rigshospitalet, University of Copenhagen, Copenhagen</wicri:regionArea>
<placeName>
<settlement type="city">Copenhague</settlement>
<region type="région" nuts="2">Hovedstaden</region>
</placeName>
</affiliation>
</author>
</analytic>
<series>
<title level="j">PLoS Medicine</title>
<idno type="ISSN">1549-1277</idno>
<idno type="eISSN">1549-1676</idno>
<imprint>
<date when="2015">2015</date>
</imprint>
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<profileDesc>
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<keywords scheme="KwdEn" xml:lang="en">
<term>Adult</term>
<term>Age Factors</term>
<term>Anti-HIV Agents (adverse effects)</term>
<term>Anti-HIV Agents (therapeutic use)</term>
<term>CD4 Lymphocyte Count</term>
<term>Clinical Decision-Making</term>
<term>Comorbidity</term>
<term>Female</term>
<term>HIV</term>
<term>HIV Infections (complications)</term>
<term>HIV Infections (drug therapy)</term>
<term>HIV Seropositivity (complications)</term>
<term>Humans</term>
<term>Incidence</term>
<term>Kidney (drug effects)</term>
<term>Kidney (pathology)</term>
<term>Male</term>
<term>Middle Aged</term>
<term>Prospective Studies</term>
<term>Renal Insufficiency, Chronic (epidemiology)</term>
<term>Renal Insufficiency, Chronic (etiology)</term>
<term>Risk</term>
<term>Risk Assessment</term>
<term>Sex Factors</term>
</keywords>
<keywords scheme="KwdFr" xml:lang="fr">
<term>Adulte</term>
<term>Adulte d'âge moyen</term>
<term>Agents antiVIH (effets indésirables)</term>
<term>Agents antiVIH (usage thérapeutique)</term>
<term>Comorbidité</term>
<term>Facteurs de l'âge</term>
<term>Facteurs sexuels</term>
<term>Femelle</term>
<term>Humains</term>
<term>Incidence</term>
<term>Infections à VIH ()</term>
<term>Infections à VIH (traitement médicamenteux)</term>
<term>Insuffisance rénale chronique (épidémiologie)</term>
<term>Insuffisance rénale chronique (étiologie)</term>
<term>Mâle</term>
<term>Numération des lymphocytes CD4</term>
<term>Prise de décision clinique</term>
<term>Rein ()</term>
<term>Rein (anatomopathologie)</term>
<term>Risque</term>
<term>Séropositivité VIH ()</term>
<term>VIH (Virus de l'Immunodéficience Humaine)</term>
<term>Études prospectives</term>
<term>Évaluation des risques</term>
</keywords>
<keywords scheme="MESH" type="chemical" qualifier="adverse effects" xml:lang="en">
<term>Anti-HIV Agents</term>
</keywords>
<keywords scheme="MESH" type="chemical" qualifier="therapeutic use" xml:lang="en">
<term>Anti-HIV Agents</term>
</keywords>
<keywords scheme="MESH" qualifier="anatomopathologie" xml:lang="fr">
<term>Rein</term>
</keywords>
<keywords scheme="MESH" qualifier="complications" xml:lang="en">
<term>HIV Infections</term>
<term>HIV Seropositivity</term>
</keywords>
<keywords scheme="MESH" qualifier="drug effects" xml:lang="en">
<term>Kidney</term>
</keywords>
<keywords scheme="MESH" qualifier="drug therapy" xml:lang="en">
<term>HIV Infections</term>
</keywords>
<keywords scheme="MESH" qualifier="effets indésirables" xml:lang="fr">
<term>Agents antiVIH</term>
</keywords>
<keywords scheme="MESH" qualifier="epidemiology" xml:lang="en">
<term>Renal Insufficiency, Chronic</term>
</keywords>
<keywords scheme="MESH" qualifier="etiology" xml:lang="en">
<term>Renal Insufficiency, Chronic</term>
</keywords>
<keywords scheme="MESH" qualifier="pathology" xml:lang="en">
<term>Kidney</term>
</keywords>
<keywords scheme="MESH" qualifier="traitement médicamenteux" xml:lang="fr">
<term>Infections à VIH</term>
</keywords>
<keywords scheme="MESH" qualifier="usage thérapeutique" xml:lang="fr">
<term>Agents antiVIH</term>
</keywords>
<keywords scheme="MESH" qualifier="épidémiologie" xml:lang="fr">
<term>Insuffisance rénale chronique</term>
</keywords>
<keywords scheme="MESH" qualifier="étiologie" xml:lang="fr">
<term>Insuffisance rénale chronique</term>
</keywords>
<keywords scheme="MESH" xml:lang="en">
<term>Adult</term>
<term>Age Factors</term>
<term>CD4 Lymphocyte Count</term>
<term>Clinical Decision-Making</term>
<term>Comorbidity</term>
<term>Female</term>
<term>HIV</term>
<term>Humans</term>
<term>Incidence</term>
<term>Male</term>
<term>Middle Aged</term>
<term>Prospective Studies</term>
<term>Risk</term>
<term>Risk Assessment</term>
<term>Sex Factors</term>
</keywords>
<keywords scheme="MESH" xml:lang="fr">
<term>Adulte</term>
<term>Adulte d'âge moyen</term>
<term>Comorbidité</term>
<term>Facteurs de l'âge</term>
<term>Facteurs sexuels</term>
<term>Femelle</term>
<term>Humains</term>
<term>Incidence</term>
<term>Infections à VIH</term>
<term>Mâle</term>
<term>Numération des lymphocytes CD4</term>
<term>Prise de décision clinique</term>
<term>Rein</term>
<term>Risque</term>
<term>Séropositivité VIH</term>
<term>VIH (Virus de l'Immunodéficience Humaine)</term>
<term>Études prospectives</term>
<term>Évaluation des risques</term>
</keywords>
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</teiHeader>
<front>
<div type="abstract" xml:lang="en">
<sec id="sec001">
<title>Background</title>
<p>Chronic kidney disease (CKD) is a major health issue for HIV-positive individuals, associated with increased morbidity and mortality. Development and implementation of a risk score model for CKD would allow comparison of the risks and benefits of adding potentially nephrotoxic antiretrovirals to a treatment regimen and would identify those at greatest risk of CKD. The aims of this study were to develop a simple, externally validated, and widely applicable long-term risk score model for CKD in HIV-positive individuals that can guide decision making in clinical practice.</p>
</sec>
<sec id="sec002">
<title>Methods and Findings</title>
<p>A total of 17,954 HIV-positive individuals from the Data Collection on Adverse Events of Anti-HIV Drugs (D:A:D) study with ≥3 estimated glomerular filtration rate (eGFR) values after 1 January 2004 were included. Baseline was defined as the first eGFR > 60 ml/min/1.73 m2 after 1 January 2004; individuals with exposure to tenofovir, atazanavir, atazanavir/ritonavir, lopinavir/ritonavir, other boosted protease inhibitors before baseline were excluded. CKD was defined as confirmed (>3 mo apart) eGFR ≤ 60 ml/min/1.73 m
<sup>2</sup>
. Poisson regression was used to develop a risk score, externally validated on two independent cohorts.</p>
<p>In the D:A:D study, 641 individuals developed CKD during 103,185 person-years of follow-up (PYFU; incidence 6.2/1,000 PYFU, 95% CI 5.7–6.7; median follow-up 6.1 y, range 0.3–9.1 y). Older age, intravenous drug use, hepatitis C coinfection, lower baseline eGFR, female gender, lower CD4 count nadir, hypertension, diabetes, and cardiovascular disease (CVD) predicted CKD. The adjusted incidence rate ratios of these nine categorical variables were scaled and summed to create the risk score. The median risk score at baseline was −2 (interquartile range –4 to 2). There was a 1:393 chance of developing CKD in the next 5 y in the low risk group (risk score < 0, 33 events), rising to 1:47 and 1:6 in the medium (risk score 0–4, 103 events) and high risk groups (risk score ≥ 5, 505 events), respectively. Number needed to harm (NNTH) at 5 y when starting unboosted atazanavir or lopinavir/ritonavir among those with a low risk score was 1,702 (95% CI 1,166–3,367); NNTH was 202 (95% CI 159–278) and 21 (95% CI 19–23), respectively, for those with a medium and high risk score. NNTH was 739 (95% CI 506–1462), 88 (95% CI 69–121), and 9 (95% CI 8–10) for those with a low, medium, and high risk score, respectively, starting tenofovir, atazanavir/ritonavir, or another boosted protease inhibitor.</p>
<p>The Royal Free Hospital Clinic Cohort included 2,548 individuals, of whom 94 individuals developed CKD (3.7%) during 18,376 PYFU (median follow-up 7.4 y, range 0.3–12.7 y). Of 2,013 individuals included from the SMART/ESPRIT control arms, 32 individuals developed CKD (1.6%) during 8,452 PYFU (median follow-up 4.1 y, range 0.6–8.1 y). External validation showed that the risk score predicted well in these cohorts. Limitations of this study included limited data on race and no information on proteinuria.</p>
</sec>
<sec id="sec003">
<title>Conclusions</title>
<p>Both traditional and HIV-related risk factors were predictive of CKD. These factors were used to develop a risk score for CKD in HIV infection, externally validated, that has direct clinical relevance for patients and clinicians to weigh the benefits of certain antiretrovirals against the risk of CKD and to identify those at greatest risk of CKD.</p>
</sec>
</div>
</front>
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<name sortKey="Abrams, D" uniqKey="Abrams D">D Abrams</name>
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<author>
<name sortKey="Levy, Y" uniqKey="Levy Y">Y Levy</name>
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<author>
<name sortKey="Losso, Mh" uniqKey="Losso M">MH Losso</name>
</author>
<author>
<name sortKey="Babiker, A" uniqKey="Babiker A">A Babiker</name>
</author>
<author>
<name sortKey="Collins, G" uniqKey="Collins G">G Collins</name>
</author>
</analytic>
</biblStruct>
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<analytic>
<author>
<name sortKey="El Sadr, Wm" uniqKey="El Sadr W">WM El-Sadr</name>
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<author>
<name sortKey="Lundgren, Jd" uniqKey="Lundgren J">JD Lundgren</name>
</author>
<author>
<name sortKey="Neaton, Jd" uniqKey="Neaton J">JD Neaton</name>
</author>
<author>
<name sortKey="Gordin, F" uniqKey="Gordin F">F Gordin</name>
</author>
<author>
<name sortKey="Abrams, D" uniqKey="Abrams D">D Abrams</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Levey, As" uniqKey="Levey A">AS Levey</name>
</author>
<author>
<name sortKey="Stevens, La" uniqKey="Stevens L">LA Stevens</name>
</author>
<author>
<name sortKey="Schmid, Ch" uniqKey="Schmid C">CH Schmid</name>
</author>
<author>
<name sortKey="Zhang, Yl" uniqKey="Zhang Y">YL Zhang</name>
</author>
<author>
<name sortKey="Castro, Af" uniqKey="Castro A">AF Castro</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="Ryom, L" uniqKey="Ryom L">L Ryom</name>
</author>
<author>
<name sortKey="Mocroft, A" uniqKey="Mocroft A">A Mocroft</name>
</author>
<author>
<name sortKey="Kirk, O" uniqKey="Kirk O">O Kirk</name>
</author>
<author>
<name sortKey="Ross, M" uniqKey="Ross M">M Ross</name>
</author>
<author>
<name sortKey="Reiss, P" uniqKey="Reiss P">P Reiss</name>
</author>
</analytic>
</biblStruct>
<biblStruct>
<analytic>
<author>
<name sortKey="De Boer, Ih" uniqKey="De Boer I">IH de Boer</name>
</author>
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<analytic>
<author>
<name sortKey="Stohr, W" uniqKey="Stohr W">W Stohr</name>
</author>
<author>
<name sortKey="Reid, A" uniqKey="Reid A">A Reid</name>
</author>
<author>
<name sortKey="Walker, As" uniqKey="Walker A">AS Walker</name>
</author>
<author>
<name sortKey="Ssali, F" uniqKey="Ssali F">F Ssali</name>
</author>
<author>
<name sortKey="Munderi, P" uniqKey="Munderi P">P Munderi</name>
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<name sortKey="Ryom, L" uniqKey="Ryom L">L Ryom</name>
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<name sortKey="Reiss, P" uniqKey="Reiss P">P Reiss</name>
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<name sortKey="Furrer, H" uniqKey="Furrer H">H Furrer</name>
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<name sortKey="D Rminio, Ma" uniqKey="D Rminio M">MA d’Arminio</name>
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<li>Danemark</li>
<li>France</li>
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<li>Royaume-Uni</li>
<li>Suisse</li>
<li>États-Unis</li>
</country>
<region>
<li>Angleterre</li>
<li>Aquitaine</li>
<li>Grand Londres</li>
<li>Hollande-Septentrionale</li>
<li>Hovedstaden</li>
<li>Minnesota</li>
<li>Nouvelle-Aquitaine</li>
<li>Provence-Alpes-Côte d'Azur</li>
<li>État de New York</li>
</region>
<settlement>
<li>Amsterdam</li>
<li>Bordeaux</li>
<li>Copenhague</li>
<li>Londres</li>
<li>Nice</li>
</settlement>
<orgName>
<li>University College de Londres</li>
<li>Université d'Amsterdam</li>
<li>Université de Bordeaux</li>
</orgName>
</list>
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<country name="Royaume-Uni">
<region name="Angleterre">
<name sortKey="Mocroft, Amanda" sort="Mocroft, Amanda" uniqKey="Mocroft A" first="Amanda" last="Mocroft">Amanda Mocroft</name>
</region>
<name sortKey="Johnson, Margaret A" sort="Johnson, Margaret A" uniqKey="Johnson M" first="Margaret A." last="Johnson">Margaret A. Johnson</name>
<name sortKey="Smith, Colette" sort="Smith, Colette" uniqKey="Smith C" first="Colette" last="Smith">Colette Smith</name>
</country>
<country name="Danemark">
<region name="Hovedstaden">
<name sortKey="Lundgren, Jens D" sort="Lundgren, Jens D" uniqKey="Lundgren J" first="Jens D." last="Lundgren">Jens D. Lundgren</name>
</region>
<name sortKey="Kirk, Ole" sort="Kirk, Ole" uniqKey="Kirk O" first="Ole" last="Kirk">Ole Kirk</name>
<name sortKey="Ryom, Lene" sort="Ryom, Lene" uniqKey="Ryom L" first="Lene" last="Ryom">Lene Ryom</name>
</country>
<country name="États-Unis">
<region name="État de New York">
<name sortKey="Ross, Michael" sort="Ross, Michael" uniqKey="Ross M" first="Michael" last="Ross">Michael Ross</name>
</region>
<name sortKey="Neuhaus, Jacqueline" sort="Neuhaus, Jacqueline" uniqKey="Neuhaus J" first="Jacqueline" last="Neuhaus">Jacqueline Neuhaus</name>
<name sortKey="Wentworth, Deborah" sort="Wentworth, Deborah" uniqKey="Wentworth D" first="Deborah" last="Wentworth">Deborah Wentworth</name>
</country>
<country name="Australie">
<noRegion>
<name sortKey="Law, Matthew" sort="Law, Matthew" uniqKey="Law M" first="Matthew" last="Law">Matthew Law</name>
</noRegion>
</country>
<country name="Pays-Bas">
<region name="Hollande-Septentrionale">
<name sortKey="Reiss, Peter" sort="Reiss, Peter" uniqKey="Reiss P" first="Peter" last="Reiss">Peter Reiss</name>
</region>
</country>
<country name="Suisse">
<noRegion>
<name sortKey="Fux, Christoph A" sort="Fux, Christoph A" uniqKey="Fux C" first="Christoph A." last="Fux">Christoph A. Fux</name>
</noRegion>
</country>
<country name="France">
<region name="Provence-Alpes-Côte d'Azur">
<name sortKey="Moranne, Olivier" sort="Moranne, Olivier" uniqKey="Moranne O" first="Olivier" last="Moranne">Olivier Moranne</name>
</region>
<name sortKey="Morlat, Phillipe" sort="Morlat, Phillipe" uniqKey="Morlat P" first="Phillipe" last="Morlat">Phillipe Morlat</name>
</country>
</tree>
</affiliations>
</record>

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