<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">Gates Open Res</journal-id>
            <journal-title-group>
                <journal-title>Gates Open Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2572-4754</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/gatesopenres.14458.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Research Article</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Effect of anti-retroviral regimen on proximal tubular function in Zambian adolescents and young adults living with HIV: A cross sectional study</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: 2 approved with reservations]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>Mweemba</surname>
                        <given-names>Aggrey</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-8995-0752</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a1">1</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                    <xref ref-type="aff" rid="a3">3</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Kelly</surname>
                        <given-names>Paul</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a4">4</xref>
                    <xref ref-type="aff" rid="a5">5</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Heimburger</surname>
                        <given-names>Douglas C.</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a6">6</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Mutale</surname>
                        <given-names>Wilbroad</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a7">7</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Nzala</surname>
                        <given-names>Selestine</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Project Administration</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a8">8</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Wester</surname>
                        <given-names>C. William</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a6">6</xref>
                    <xref ref-type="aff" rid="a9">9</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Banda</surname>
                        <given-names>Justor</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a10">10</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Mulenga</surname>
                        <given-names>Lloyd</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a2">2</xref>
                    <xref ref-type="aff" rid="a3">3</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Siwingwa</surname>
                        <given-names>Mpanji</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a11">11</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Todd</surname>
                        <given-names>Jim</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Funding Acquisition</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Resources</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a12">12</xref>
                    <xref ref-type="aff" rid="a13">13</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Department of Internal Medicine, Levy Mwanawasa University Teaching Hospital, Lusaka, 10101, Zambia</aff>
                <aff id="a2">
                    <label>2</label>Department of Internal Medicine, University Teaching Hospital, Lusaka, 10101, Zambia</aff>
                <aff id="a3">
                    <label>3</label>Department of Internal Medicine, University of Zambia School of Medicine, Lusaka, 10101, Zambia</aff>
                <aff id="a4">
                    <label>4</label>Blizard Institute, Barts &amp; The London School of Medicine,, Queen Mary University of London, London, UK</aff>
                <aff id="a5">
                    <label>5</label>Tropical Gastroenterology &amp; Nutrition Group, University of Zambia School of Medicine, Lusaka, 10101, Zambia</aff>
                <aff id="a6">
                    <label>6</label>Vanderbilt Institute for Global Health,, Vanderbilt University, Nashville, Tennessee, 2525, USA</aff>
                <aff id="a7">
                    <label>7</label>School of Public Health, University of Zambia, Lusaka, 10101, Zambia</aff>
                <aff id="a8">
                    <label>8</label>Department of Public Health, University of Zambia School of Medicine, Lusaka, 10101, Zambia</aff>
                <aff id="a9">
                    <label>9</label>Department of Medicine, Division of Infectious Diseases, Vanderbilt University Medical Center, Nashville, Tennessee, 1211, USA</aff>
                <aff id="a10">
                    <label>10</label>Department of Internal Medicine, Ndola Teaching Hospital, Ndola, Lusaka, 10101, Zambia</aff>
                <aff id="a11">
                    <label>11</label>School of Health Sciences, University of Zambia, Lusaka, 10101, Zambia</aff>
                <aff id="a12">
                    <label>12</label>Department of Medical Statistics, London School of Hygiene and Tropical Medicine, London, UK</aff>
                <aff id="a13">
                    <label>13</label>NIMR Mwanza Centre PO Box 1708, Mwanza, Tanzania</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:aggreymweemba@gmail.com">aggreymweemba@gmail.com</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>20</day>
                <month>3</month>
                <year>2023</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2023</year>
            </pub-date>
            <volume>7</volume>
            <elocation-id>49</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>20</day>
                    <month>2</month>
                    <year>2023</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2023 Mweemba A et al.</copyright-statement>
                <copyright-year>2023</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://gatesopenresearch.org/articles/7-49/pdf"/>
            <abstract>
                <p>
                    <bold>Background</bold>: Tenofovir regimens remain the preferred formulations in the HIV guidelines for adolescents and young adults in Zambia and globally. However, some adolescents and young adults are maintained on abacavir by clinicians because of anxiety about possible proximal tubular dysfunction from tenofovir. We assessed the effect of two regimens on proximal tubular function in adolescents and young adults living with HIV.</p>
                <p>
                    <bold>Methods</bold>: This was a cross-sectional study involving 180 participants with HIV receiving either tenofovir or abacavir for &#x2265;12 months at the largest tertiary teaching hospital. Two first-morning urine and blood specimens were collected and analyzed for proximal tubular markers, glomerular function, electrolytes, and routine monitoring tests. Proximal tubular function was determined by measuring the fractional excretion of phosphate (FePO4). Proximal tubular dysfunction was defined by FePO4&#x2265; 20% regardless of serum phosphate and FePO4 &#x2265; 10&#x2013;20% when serum phosphate was below 0.81mmol/L.</p>
                <p>
                    <bold>Results</bold>: The prevalence of proximal tubular dysfunction was 6% and was higher in the tenofovir group than the abacavir (10% vs. 2%, p&lt;0.058). However, after adjusting for potential confounders, tenofovir was not associated with worse proximal tubular function. Age, urine &#x03b2;
                    <sub>2-</sub>microglobulin: creatinine ratio, C-reactive protein, and urine protein: creatinine ratio was all associated with worsening proximal tubular dysfunction. Reduced estimated glomelurar filtration rate (eGFR) was found in four (2.2%) participants; three of which were on tenofovir.</p>
                <p>
                    <bold>Conclusions</bold>: Proximal tubular dysfunction defined by FePO4 was more prevalent in the tenofovir group than the abacavir group, but not after adjusting for age. Our findings should be interpreted with caution as age differences between the two groups confounded the results.</p>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>Proximal Tubular function</kwd>
                <kwd>Fractional excretion of phosphate</kwd>
                <kwd>tenofovir disoproxil fumarate</kwd>
            </kwd-group>
            <funding-group>
                <award-group id="fund-1" xlink:href="http://dx.doi.org/10.13039/100000865">
                    <funding-source>Gates Foundation</funding-source>
                    <award-id>OPP1084472</award-id>
                </award-group>
                <award-group id="fund-2">
                    <funding-source>UNZA-VANDERBILT Partnership supported by Fogarty International Center of the NIH</funding-source>
                    <award-id>D43TW009744</award-id>
                </award-group>
                <funding-statement>The study was funded by the Gates Foundation (OPP1084472) using routinely collected public data for program improvement in Tanzania, Malawi and Zambia; and UNZA-VANDERBILT Partnership supported by Fogarty International Center of the NIH (D43 TW009744).</funding-statement>
                <funding-statement>
                    <italic>The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.</italic>
                </funding-statement>
            </funding-group>
        </article-meta>
    </front>
    <body>
        <sec sec-type="intro">
            <title>Introduction</title>
            <p>Combination antiretroviral therapy (cART) has mortality and morbidity benefits in both adolescents and young adults
                <sup>
                    <xref ref-type="bibr" rid="ref-1">1</xref>,
                    <xref ref-type="bibr" rid="ref-2">2</xref>
                </sup>. An ART regimen containing the nucleotide reverse transcriptase inhibitor (NtRTI) tenofovir disoproxil fumarate (TDF) is preferred globally
                <sup>
                    <xref ref-type="bibr" rid="ref-3">3</xref>,
                    <xref ref-type="bibr" rid="ref-4">4</xref>
                </sup>
            </p>
            <p>In Zambia, the use of TDF in children above five years of age, and adolescents was approved in 2010 but guidelines were revised in 2016 to include only adolescents principally due to TDF&#x2019;s unknown effects on growth, kidney function and bone integrity in children
                <sup>
                    <xref ref-type="bibr" rid="ref-5">5</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref-9">9</xref>
                </sup>. Despite these concerns, TDF regimens remain the preferred formulation in the Zambian HIV guidelines for adolescents and young adults in line with global guidelines
                <sup>
                    <xref ref-type="bibr" rid="ref-10">10</xref>
                </sup>. However, some adolescents and young adults are maintained on abacavir (ABC) regimens rather than switching to TDF by clinicians. In adults, TDF may increase the risk of proximal tubular dysfunction (PTD) among susceptible individuals
                <sup>
                    <xref ref-type="bibr" rid="ref-4">4</xref>,
                    <xref ref-type="bibr" rid="ref-11">11</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref-13">13</xref>
                </sup>. Fractional Excretion of Phosphate (FePO4) is the percentage of glomerular filtered phosphate which is excreted into urine expressed as the ratio of the clearance of phosphate to creatinine clearance
                <sup>
                    <xref ref-type="bibr" rid="ref-5">5</xref>,
                    <xref ref-type="bibr" rid="ref-14">14</xref>
                </sup>. Therefore, PTD is associated with elevated urinary excretion of phosphate in the presence of hypophosphatemia
                <sup>
                    <xref ref-type="bibr" rid="ref-11">11</xref>
                </sup>. FePO4 has been used to assess for PTD in people living with HIV (PLHIV) on tenofovir regimens
                <sup>
                    <xref ref-type="bibr" rid="ref-5">5</xref>,
                    <xref ref-type="bibr" rid="ref-15">15</xref>&#x2013;
                    <xref ref-type="bibr" rid="ref-18">18</xref>
                </sup>.</p>
            <p>We investigated the effect of an ART regimen on proximal tubular function (PTF) as measured by FePO4 in adolescents and young adults living with HIV.  We hypothesized that a TDF-regimen was associated with a decline in PTF.</p>
        </sec>
        <sec sec-type="methods">
            <title>Methods</title>
            <p>We conducted a cross-sectional study involving adolescents and young adults receiving either TDF or ABC-based regimens at the University Teaching Hospitals (UTHs) in Lusaka, Zambia. SmartCare, a national HIV electronic medical database, was used to select eligible participants between May 2018 and March 2019 using a checklist to verify eligibility.</p>
            <p>All participants were aged between 10 and 24 years who had received ART for a minimum of 12 months and had a documented normal estimated glomerular filtration rate (eGFR) at initiation of the current ART regimen. Participants with prior diagnosis of diabetes mellitus at the time of ART initiation, current use of prednisone (&gt; 10 mg/day) or dexamethasone (&gt; 1 mg/day) or any other corticosteroid, history of taking vitamin D supplementation within the past six months, or pregnancy at the time of enrolment into the study were excluded. Written informed consent and/or assent for participation in this study were obtained from each participant and/or parent or guardian. The study was approved by the University of Zambia Research Ethics Committee (
                <bold>REF. No. 010-01-18</bold>) and the Zambia National Health Research Authority. The study adhered to the Declaration of Helsinki</p>
            <sec>
                <title>Data collection</title>
                <p>Individual participant data were collected from Smart Care, interview, and physical examination including current age, sex, current weight, body mass index (BMI), current ART regimen and duration, baseline CD4+ cell count, self-reported 85% ART adherence, previous or current tuberculosis, and baseline creatinine or estimated Glomerular Filtration Rate (eGFR).</p>
                <p>Participants were requested to provide two first-morning spot urine specimens for urinary protein and creatinine levels to calculate a mean (2-sample) urine protein to creatinine ratio (UPCR). The second first-morning urine was obtained within 7&#x2013;14 days of the first specimen. Each spot urine sample was analyzed for markers of tubular function, urinary &#x03b2;
                    <sub>2</sub>-microglobulin, &#x03b1;
                    <sub>1</sub>-microglobulin, creatinine, and urine phosphate. Urine &#x03b2;2-microglobulin (E-EL-H2188)   and &#x03b1;1-microglobulin (E-EL-H0315) were determined by Enzyme-linked immunosorbent assays (ELISA) with detection range of 31.25&#x2014;2000 ng/mL and 4.69&#x2013;300 ng/mL. All reagents, samples and standards were prepared according to the instructions in the manufacturer&#x2019;s manual (Wuhan Elabscience Biotechnology Co. Ltd, Donghu Hi-Tech Development Area, Wuhan, Hubei, China).</p>
                <p>The urinary proteins were expressed as the ratio-to-creatinine (&#x03b1;1-MCR, &#x03b2;
                    <sub>2-</sub>MCR, and UPCR) to adjust for variations in urine concentration.</p>
                <p>Serum or plasma samples were analyzed for CD4+ cell count, HIV viral load, hemoglobin, calcium, potassium, uric acid, urea, phosphate, serum creatinine, and albumin.</p>
            </sec>
            <sec>
                <title>Definitions</title>
                <p>1. The eGFR was calculated using the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI) for participants 19 years and older
                    <sup>
                        <xref ref-type="bibr" rid="ref-19">19</xref>,
                        <xref ref-type="bibr" rid="ref-20">20</xref>
                    </sup>. For participants younger than 19 years, the Swartz formula was used
                    <sup>
                        <xref ref-type="bibr" rid="ref-21">21</xref>
                    </sup>.</p>
                <p>2.  Reduction of renal function was classified according to the guidelines of the National Kidney Foundation: "mild" 60&#x2013;89; "moderate" 30&#x2013;59; "severe" 15&#x2013;29; "renal failure" &lt; 15 ml/min per 1.73 m
                    <sup>2
                        <sup>
                            <xref ref-type="bibr" rid="ref-21">21</xref>
                        </sup>
                    </sup>.</p>
                <p>3. PTF was measured by FePO4. FePO4 was calculated as: 
                    <italic toggle="yes">FePO4 (%) = (Urine phosphate*Serum creatinine)/ (Serum phosphate*Urine creatinine) *100.</italic> PTD was defined by FePO4 &#x2265; 20% regardless of serum phosphate and FePO4 &#x2265; 10&#x2013;20% when serum phosphate was below 0.81mmol/L
                    <sup>
                        <xref ref-type="bibr" rid="ref-17">17</xref>
                    </sup>.</p>
            </sec>
            <sec>
                <title>Data analysis</title>
                <p>Data are presented as means and standard deviations for continuous variables if normally distributed, and median and inter quartile range (IQR) if skewed. Unpaired t-test or Mann-Whitney U test were used to compare continuous variables between the groups if the data were normally distributed or skewed respectively. Chi-square or Fisher&#x2019;s exact test was used for categorical variables depending on the data distribution.</p>
                <p>To predict risk factors for declining PTF as measured by FePO4, simple and multivariable linear regressions were used to assess the effect of the covariates on FePO4, with 95% confidence intervals (95% CI).</p>
                <p>To explain confounding, we developed a model (Model 1) to predict PTF as measured by FePO4 that included clinically important or significant covariates at univariate analysis. Independent covariates that were significant at the 5% level were included in a multivariable linear model to adjust for the effects of these factors on PTF. STATA software, version 14.0 (Stata Corp 4905 Lakeway Dr, College Station, TX 77845) was used for statistical analyses.</p>
            </sec>
        </sec>
        <sec sec-type="results">
            <title>Results</title>
            <sec>
                <title>Prevalence of PTD and low eGFR</title>
                <p>The study population included 180 persons aged 10 to 24 years on ART for at least 12 months
                    <sup>
                        <xref ref-type="bibr" rid="ref-22">22</xref>
                    </sup>. The median age was 15 years (IQR 19&#x2013;11), and 55 percent (99 of 179) of participants were female. The median duration on ART was 36 months (IQR 54-26). The proportion of PTD as defined by FePO4 was six percent (11 of 179) as reflected in 
                    <xref ref-type="table" rid="T1">Table 1</xref>. PTD was more common among participants in the TDF group than the ABC group though not statistically significant (10% vs 2%, p=0.058). The median FePO4 (PTF) was higher in the TDF group than the ABC group (5.18% vs. 2.97%, P=&lt;0.001).</p>
                <table-wrap id="T1" orientation="portrait" position="anchor">
                    <label>Table 1. </label>
                    <caption>
                        <title>Characteristics of the Participants Stratified by ART regimen.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Characteristics</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">ABC-based (n=89)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">TDF-based(n=91)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">P Value</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Median age (years, IQR)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 11 (10 - 13)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 19 (16 - 21)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.001</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Gender, Female n (%)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 39 (44)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 60 (66)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">  0.003</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Median Body Surface area (m
                                    <sup>2</sup>, IQR)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 1.08 (1.16 - 0.99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 1.52 (1.63 - 1.43)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.001</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ART duration in months, Median (IQR)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 38 (28 - 62)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 34 (24 - 47)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.007</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Current CD4 cells (cells/&#x03bc;L), Mean&#x00b1;SD</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 734 &#x00b1; 278</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 567 &#x00b1; 261</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.001</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Viral load (copies/mL), Median (IQR)
                                    <break/>Viral load &#x2264; 20, N (%)
                                    <break/>Viral load &#x2265; 21 (N (%)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 24 (20 -1924)
                                    <break/>43 (48.3)
                                    <break/>46 (51.7)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 26 (20-1058)
                                    <break/>43 (47.2)
                                    <break/>48 (52.8)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.763
                                    <break/>0.572</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Uric acid (mg/dL), Median (IQR)
                                    <break/>Uric acid &lt; 250, N (%)
                                    <break/>Uric acid &#x2265; 250, N (%)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 178 (133-212)
                                    <break/>78 (88)
                                    <break/>11 (12)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 220 (183-293)
                                    <break/>54 (59)
                                    <break/>37 (41)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.001
                                    <break/>&lt; 0.001</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">S-Phosphate (mmol/L), Mean &#x00b1; SD</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 1.4 &#x00b1; 0.24</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 1.2 &#x00b1; 0.26</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.001</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">U-phosphate (mmol/L), Median (IQR)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 7.04 (3.87- 12.66)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 8.96 (4.94- 15.74)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">  0.050</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">S-Urea (mmol/L), Mean &#x00b1; SD</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 3.20 &#x00b1; 0.89</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 3.31 &#x00b1; 0.98</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">  0.427</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">S-Creatinine (&#x03bc;mol/L), Median (IQR)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 37.4 (33.4-42.1)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 54.8 (47.3-64.6)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.000</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">eGFR (mL/min/1.73, Mean &#x00b1; SD)
                                    <break/>eGFR &lt; 90, N (%)
                                    <break/>eGFR &#x2265; 90, N (%)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 137 &#x00b1; 24
                                    <break/>1 (1)
                                    <break/>88 (99)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 132 &#x00b1; 24
                                    <break/>3 (3)
                                    <break/>88 (97)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">  0.138
                                    <break/> 0.323</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Urine &#x03b2;
                                    <sub>2</sub>-MCR (mg/g), Median (IQR)
                                    <break/>Urine &#x03b2;
                                    <sub>2</sub>-MCR &lt; 250, N (%)
                                    <break/>Urine &#x03b2;
                                    <sub>2</sub>-MCR &#x2265; 250, N (%)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 154 (32-299)
                                    <break/>55 (65)
                                    <break/>29 (35)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 122 (88.7 - 247)
                                    <break/>69 (76)
                                    <break/>22 (24)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">  0.515
                                    <break/>0.132</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Urine &#x03b1;
                                    <sub>1</sub>-MCR (&#x03bc;g/g), Median (IQR)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 0.052 (0.016-0.104)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 0.021 (007 - 0.108)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.003</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">FePO4 (%), Median (IQR)
                                    <break/>FePO4, Normal (&lt;20), N (%)
                                    <break/>FePO4, High (&#x2265;20), N (%)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 2.97 (1.80-7.43)
                                    <break/>86 (98)
                                    <break/>2 (2)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 5.18 (3.07 - 8.86)
                                    <break/>82 (90)
                                    <break/>9 (10)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.001
                                    <break/>0.058</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">UPCR (mg/mmol), median (IQR</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 9.82 (6.23-14.31)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 7.98 (5.45 - 11.78)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">  0.56</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Dipstick Urinalysis, Normal N (%)
                                    <break/>Proteinuria N (%)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 87 (98)
                                    <break/>2 (2)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 58 (64)
                                    <break/>33 (36)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.001</td>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <fn>
                            <p>N(%) Number (Percent); ART, Antiretroviral Therapy; ABC, abacavir; TDF, tenofovir ; CD4 cell, Cluster of Differentiation 4 cell; m
                                <sup>2</sup>, Square meters;  S- Phosphate, serum Phosphate; S-Urea, serum urea; S-Creatinine, serum Creatinine;  eGFR, estimated Glomerular Filtration Rate; Urine &#x03b2;
                                <sub>2</sub>-MCR, Urine &#x03b2;2-microglobulin Creatinine Ratio; Urine &#x03b1;
                                <sub>1</sub>-MCR, Urine &#x03b1;
                                <sub>1-</sub>microglobulin Creatinine Ratio; FePO4, Fractional Excretion of Protein; TmP/GFR, Maximum Tubular Re-absorption of Phosphate per Glomerular Filtration Rate; UPCR, Urine Protein Creatinine Ratio. P values for the unpaired t-test / Mann-Witney U test and chi-square/ Fishers&#x2019; exact test comparisons between groups are in the right most column</p>
                        </fn>
                    </table-wrap-foot>
                </table-wrap>
                <p>The mean serum phosphate was significantly lower in the TDF group (1.2 &#x00b1; 0.26 mmol/L) than the ABC group (1.4 &#x00b1; 0.24mmol/L; P&lt;0.001). Likewise, the median urine phosphate was significantly higher in the TDF group (7.04 mmol/L; IQR12.66-3.87) than the ABC group (8.96 mmol/L; IQR15.74-4.94, p=0.050). Four (2.2%) participants (three in the TDF group) had eGFR &lt; 90 mL/min/1.73m
                    <sup>2 </sup>and no participant had an eGFR &lt; 60 mL/min/1.73m
                    <sup>2</sup>. Only one of the four participants with eGFR &lt; 90 mL/min/1.73 m
                    <sup>2</sup> had FePO4 &#x2265;20%.</p>
            </sec>
            <sec>
                <title>Demographic and laboratory characteristics participants as stratified by PTF as defined by FePO4</title>
                <p>
                    <xref ref-type="table" rid="T2">Table 2</xref> shows demographic and laboratory characteristics participants as stratified by PTF as defined by FePO4.</p>
                <table-wrap id="T2" orientation="portrait" position="anchor">
                    <label>Table 2. </label>
                    <caption>
                        <title>Demographic and laboratory characteristics participants as stratified by normal and impaired proximal tubular function as measured by FeP04.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Characteristics</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">FePO4 &lt; 20% (n=168)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">FePO4 &#x2265; 20% (n=11)</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">P-value</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Median age (years, IQR)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">15 (11 - 21)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">20 (19 - 21)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.002</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Gender, Female N (%)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">92 (54.76)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">6 (54.55)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">  0.989</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Median Body Surface area (m
                                    <sup>2</sup>, IQR)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.29 (1.08-1.52)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.54 (1.31-1.59)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.045</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ART regimen, ABC based N (%)
                                    <break/>ART regimen, TDF based N (%)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">86 (51)
                                    <break/>82 (49)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2 (18)
                                    <break/>9 (82)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">  0.058</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ART duration in months, Median (IQR)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">35.5 (26 - 54)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">45 (24-48)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">  0.645</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Current CD cells (cells/&#x03bc;L), Mean &#x00b1; SD</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">657 &#x00b1; 277</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">552 &#x00b1; 334</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">  0.233</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Viral load (copies/mL), Median (IQR)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">25.5 (20 - 1393)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">20 (20 - 1499)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">  0.690</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Uric acid (mg/dL), Median (IQR)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">190 (162 - 250)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">210 (170 - 312)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">  0.264</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">S-phosphate (mmol/L), Mean &#x00b1; SD</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.32 &#x00b1; 0.26</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.05 &#x00b1; 0.33</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.001</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">U-phosphate (mmol/L), Median (IQR)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7.67 (4.27-13.04)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">10.1 (8.7 - 20.81)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.026</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">S-Urea (mmol/L), Mean &#x00b1; SD</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.2 &#x00b1; 0.07</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.9 &#x00b1; 0.32</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.017</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">S-Creatinine (&#x03bc;mol/L), Median (IQR)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">43.4 (36.6-53.1)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">63 (53.9 - 73)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.001</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CRP (mg/dL)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.6 (0.6 -3.6)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.9 (0.9-39)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">  0.200</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x03b1;1-MCR (ng/mL)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.03 (0.104-0.09)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.14 (0.73-0.0-1)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">   0.28</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">eGFR (ml/min/1.73, Mean &#x00b1; SD)
                                    <break/>eGFR &lt; 90, N (%)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">134 &#x00b1; 24
                                    <break/>3 (2)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">132 &#x00b1; 30
                                    <break/>1 (9.1)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">  0.830
                                    <break/>0.226</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">U-protein excretion (g/mmol/1.73m
                                    <sup>2</sup>), Median 
                                    <break/>(IQR)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.05 (0.04-0.08)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.11 (0.09-0.412)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.001</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">UPCR (mg/mmol), Median (IQR)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">8.3 (5.41 - 12.8)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">13.64 (11-57)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.001</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Dipstick Urinalysis, Normal N (%)
                                    <break/>Dipstick Urinalysis Proteinuria N (%)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">139 (82.7)
                                    <break/>29 (17.3)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5 (45.4)
                                    <break/>6 (54.6)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">  0.003</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Urine &#x03b2;
                                    <sub>2</sub>-MCR (mg/g), Median (IQR)
                                    <break/>Urine &#x03b2;
                                    <sub>2</sub>-MCR &lt;250, N (%)
                                    <break/>Urine &#x03b2;
                                    <sub>2</sub>-MCR &#x2265;250, N (%)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">130 (51 &#x2013;269)
                                    <break/>119 (73)
                                    <break/>45 (27)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">290 (66-590)
                                    <break/>5 (45)
                                    <break/>6 (55)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.125
                                    <break/>0.055</td>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <fn>
                            <p>
                                <italic toggle="yes">N (%) Number (Percent); ART, Antiretroviral Therapy; ABC, abacavir; TDF, tenofovir Diproxil Fumarate; CD4 cell, Cluster of Differentiation 4 cell; m
                                    <sup>2</sup>, square meters; S-Phosphate, serum Phosphate; S-Urea, serum urea; S-Creatinine, serum Creatinine; eGFR, estimated Glomerular Filtration Rate; Urine &#x03b2;
                                    <sub>2</sub>-MCR, Urine &#x03b2;
                                    <sub>2</sub>-microglobulin Creatinine Ratio; CRP, C-Reactive Protein; FePO4, Fractional Excretion of Phosphate; UPCR, Urine Protein Creatinine Ratio. P values for the unpaired t-test / Mann Whitney U test and chi-square/ fishers&#x2019; exact test comparisons between groups are in the right most column</italic>
                            </p>
                        </fn>
                    </table-wrap-foot>
                </table-wrap>
                <p>The following factors were significantly different between participants with normal PTF (FePO4) and elevated FePO4 or PTD; median age (p&lt;0.002), median BSA (p&lt;0.045), mean serum urea (p&lt;0.038), median serum creatinine (r=0.32, p&lt;0.001), median urine-protein excretion (p&lt;0.001),  median UPCR (p&lt;0.001), dipstick proteinuria (p=0.003),  median urine &#x03b1;
                    <sub>1</sub>-MCR (p=0.030),Statistical analysis revealed no significant differences between the two groups with respect to eGFR, urine &#x03b2;
                    <sub>2</sub>-MCR, ART regimen, ART duration, serum uric acid,  current CD4+ cell count, viral load and gender.</p>
                <p>Three of the four study participants with hypophosphatemia (serum phosphate&lt;0.81mmol/L), had PTD. All the four participants with hypophosphatemia were on a TDF regimen.</p>
            </sec>
            <sec>
                <title>The crude effects of covariates on FePO4</title>
                <p>The following covariates were moderately positively correlated with PTF as measured by FePO4; age (r=0.33, p&lt;0.0001), and BSA (r=0.32, P&lt;0.0001) as shown in 
                    <xref ref-type="fig" rid="f1">Figure 1</xref>. Other factors with weakly positive correlations with FePO4were fasting blood glucose (FBG) (r=0.16, p= 0.026), serum uric acid r=0.23, p=0.002), serum urea (r= 0.15, p=0.034), urine protein excretion (r=0.21 p=0.0043). The rest of the factors were not significantly correlated.</p>
                <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                    <label>Figure 1. </label>
                    <caption>
                        <title>Scatterplots with linear predictions and Lowess lines for FePO4.</title>
                        <p>Age by cART (Panel 1.1); Serum Urea by cART (Panel1.2); Haycock BSA by ART (Panel 1.3); Urine &#x03b2;
                            <sub>2</sub>-MCR by cART Regimen (Panel 1.4).</p>
                    </caption>
                    <graphic orientation="portrait" position="float" xlink:href="https://gatesopenresearch-files.f1000.com/manuscripts/15771/a3dab88c-c39f-4295-af45-7553ac9ad184_figure1.gif"/>
                </fig>
                <p>The crude effects of the covariates for prediction of FePO4 (PTF) are depicted in 
                    <xref ref-type="table" rid="T3">Table 3</xref>. A TDF regimen, dipstick proteinuria, age, BSA, serum urea, urine protein excretion, urine &#x03b2;
                    <sub>2-</sub>MCR, and CRP were all associated with worsening FePO4 or PTF.</p>
                <table-wrap id="T3" orientation="portrait" position="anchor">
                    <label>Table 3. </label>
                    <caption>
                        <title>Crude predictors of tubular dysfunction as measured byFePO4 (N = 179).</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th colspan="1" rowspan="1"/>
                                <th align="left" colspan="4" rowspan="1" valign="top">Simple linear Regression
                                    <break/>Crude estimates of association with FePO4 (%)</th>
                            </tr>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Parameters</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">&#x03b2;-coefficient</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">T</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">95% CI</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">P-value</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Age (1year increase)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.59</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">4.26</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.32 - 0.87</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.001</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Sex, Male vs Female</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.25</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.04</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-1.12 - 3.63</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.299</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">BSA (1 m
                                    <sup>2</sup> increase)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">7.65</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.41</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.23 - 12.1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.001</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ART regimen, ABC vs TDF </td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.72</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.19</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.45 - 6.02</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.002</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ART duration (1 month increase)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.004</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.13</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-0.05 - 0.06</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.896</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">HgB (1g/L increase)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-1.09</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-0.56</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-4.97 - 2.78</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.579</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Current CD4+ cell (1cells/&#x03bc;L increase)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-0.001</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-0.63</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-0.005 - 0.003</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.531</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Viral load (1 copy/mL increase)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-0.00001</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-0.60</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-0.0001- 0.00003</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.549</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">S-Uric acid (1 mg/dL increase)
                                    <break/>S-Uric acid &#x2264; 250 vs &#x2265;250</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.01
                                    <break/>2.46</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.91
                                    <break/>1.84</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-0.0005 &#x2013; 0.03
                                    <break/>-0.19 &#x2013; 5.11</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.058
                                    <break/>0.068</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Urea (1 mmol/L increase)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">1.33</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2.10</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.08 &#x2013; 2.59</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.037</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">eGFR (1 ml/min/1.73m
                                    <sup>2</sup> increase)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-0.01</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-0.40</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-0.06 &#x2013; 0.04</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.687</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">&#x03b1;1-MCR (ng/mL)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.001</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.12</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-0.02 &#x2013; 0.03</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.905</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">U-Protein Excretion (1g/mmol/1.73m
                                    <sup>2</sup> increase)
                                    <break/>U-Protein Excretion &lt; 0.1 vs &#x2265; 0.1</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">3.28
                                    <break/>5.14</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2.67
                                    <break/>3.54</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.85 &#x2013; 5.70
                                    <break/>2.27 &#x2013; 8.00</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.008
                                    <break/>&lt;0.001</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">U PCR (1 mg/mmol increase)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.02</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">2.37</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.002 &#x2013; 0.03</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.019</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">U-Dipstick, Normal vs Proteinuria</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.13</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-3.46</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">-0.20 - -0.06</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.001</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Urine &#x03b2;
                                    <sub>2</sub>-MCR (&#x00b5;g/g)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.01</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">4.48</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">0.01 &#x2013; 0.02</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">&lt;0.001</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CRP (1mg/dl increase)</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">5.34</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">8.05</td>
                                <td align="left" colspan="1" rowspan="1" valign="top">4.03 - 6.65</td>
                                <td align="left" colspan="1" rowspan="1" valign="top"> 0.005</td>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <fn>
                            <p>
                                <italic toggle="yes">FePO4, Fractional Excretion of Phosphate; Urine &#x03b2;
                                    <sub>2</sub>-MCR, Urine &#x03b2;
                                    <sub>2</sub>-microglobulin Creatinine Ratio; CRP, C-Reactive Protein; Urine &#x03b1;
                                    <sub>1</sub>-MCR, Urine &#x03b1;
                                    <sub>1</sub>-microglobulin Creatinine Ratio; UPCR, Urine Protein Creatinine Ratio; ART=Antiretroviral Therapy; TDF, tenofovir Diproxil Fumarate; BSA, body surface are; S-phosphate, Serum phosphate; U-phosphate 2, Urine phosphate; S-Uric acid, Serum Uric acid; eGFR, estimated Glomerular Filtration Rate; U-Dipstick; Urine Dipstick; U-Protein Excretion, Urine Protein Excretion, S-Creatinine, Serum Creatinine; FBS, Fasting Blood Sugar; TmPGFR, Maximal Tubular reabsorption of phosphate per glomerular filtration rate; &#x03b2;-coef, Beta-coefficient; T, 
                                    <bold>T-</bold>Statistic; 95% CI, 95% confidence Interval. P-value &#x2264; 0.050 was considered significant</italic>
                            </p>
                        </fn>
                    </table-wrap-foot>
                </table-wrap>
            </sec>
            <sec>
                <title>Adjusted relationship of PTF as measured by FePO4</title>
                <p>The adjusted effects of the significant or clinically important covariates associated with FePO4 at univariate analysis are shown in 
                    <xref ref-type="table" rid="T4">Table 4</xref>.  After adjusting for sex, age, body, BSA, ART regimen, serum uric acid, urine &#x03b2;
                    <sub>2</sub>-MCR, CRP and UPCR, a TDF regimen was not associated with worsening FePO4 or PTF. Age (coef 0.637, 95% CI 0.612-1.113) and urine-&#x03b2;
                    <sub>2</sub>_MCR (coef 0.010, 95% CI 0.006-0.014) were associated with worsening FePO4 or PTF. The other covariates independently associated with worsening FePO4 or PTF, were UPCR (coef 0.013, 95% CI 0.001-0.025, and CRP (coef 0.155, 95% CI 0.033-0.277). 
                    <xref ref-type="fig" rid="f2">Figure 2</xref> shows the prediction of FePO4 with Urine-&#x03b2;
                    <sub>2</sub> MCR and age. ART regimen showed a big difference in the crude analysis (Coef 3.72, 95% CI 1.45-6.02, p=0.002) but little difference in the adjusted analysis (Coef -2.3, 95% CI -6.93-2.07, p=0.287).  CRP, Haycock, and urea also showed big changes between crude and adjusted analysis. When ART regimen was only adjusted for age, CRP, urea and haycock, ART regimen was only confounded by age.</p>
                <table-wrap id="T4" orientation="portrait" position="anchor">
                    <label>Table 4. </label>
                    <caption>
                        <title>Model 1 (FePO4 Model).</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">FePO4(mmol/L)</th>
                                <th align="center" colspan="1" rowspan="1" valign="top">Coef.</th>
                                <th align="center" colspan="1" rowspan="1" valign="top">Std.Error</th>
                                <th align="center" colspan="1" rowspan="1" valign="top">T-Statistic</th>
                                <th align="center" colspan="1" rowspan="1" valign="top">P-Value</th>
                                <th align="center" colspan="1" rowspan="1" valign="top">95% C I</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Age (years)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">0.637</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">0.241</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">2.65</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>0.009</bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>0.162-1.113</bold>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Urine-&#x03b2;
                                    <sub>2</sub>_MCR(&#x00b5;g/g)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">0.010</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">0.002</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">4.60</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>&lt;0.001</bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>0.006-0.014</bold>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">CRP (mg/dL)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">0.155</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">0.062</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">2.52</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>0.013</bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>0.033-0.277</bold>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">ART Regimen, TDF</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">-2.433</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">2.28</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">       -1.07</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">0.287</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">    -6.932-2.065</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Upcr(mg/mmoL)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">0 .013</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">0.006</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">2.09</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>0.038</bold>
                                </td>
                                <td align="center" colspan="1" rowspan="1" valign="top">
                                    <bold>0.001-0.025</bold>
                                </td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">S-Uric acid (mg/dL)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">-0.002</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">0.008</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">       -0.22</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">0.825</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">-0.015- 0.018</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Haycock BSA(m
                                    <sup>2</sup>)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">2.714</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">4.431</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">0.61</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">0.541</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">     -6.037-11.46</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Sex, Female</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">1.876</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">1.197</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">0.99</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">-0.322</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">-1.175 -3.551</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">Urea (mmol/L)</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">0.809</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">0.607</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">1.33</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">0.184</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">-0.389-2.007</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="top">_Cons</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">      -11.32</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">4.097</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">       -2.76</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">0.006</td>
                                <td align="center" colspan="1" rowspan="1" valign="top">     -19.40-3.23</td>
                            </tr>
                        </tbody>
                    </table>
                    <table-wrap-foot>
                        <fn>
                            <p>FePO4, 
                                <italic toggle="yes">Fractional Excretion of Phosphate; Urine &#x03b2;
                                    <sub>2</sub>-MCR, Urine &#x03b2;
                                    <sub>2-</sub>microglobulin Creatinine Ratio; CRP, C-Reactive Protein; UPCR, Urine Protein Creatinine Ratio; ART=Antiretroviral Therapy; TDF, tenofovir Diproxil Fumarate; BSA, body surface area; S-phosphate 1, Serumphosphatespline 1; S-phosphate 2, Serumphosphatespline 2; S-Uric acid, Serum Uric acid; bsa, body surface area;&#x03b2;-coef, Beta-coefficient; Std. Err, Standard Error; 95% CI, 95% confidence Interval. P-value &#x2264; 0.050 was considered significant</italic>
                            </p>
                        </fn>
                    </table-wrap-foot>
                </table-wrap>
                <fig fig-type="figure" id="f2" orientation="portrait" position="float">
                    <label>Figure 2. </label>
                    <caption>
                        <title>Prediction of FePO4 by Urine &#x03b2;2-MCR (Panel 2.1); and  Age (Panel 2.2).</title>
                    </caption>
                    <graphic orientation="portrait" position="float" xlink:href="https://gatesopenresearch-files.f1000.com/manuscripts/15771/a3dab88c-c39f-4295-af45-7553ac9ad184_figure2.gif"/>
                </fig>
            </sec>
        </sec>
        <sec sec-type="discussion">
            <title>Discussion</title>
            <p>In this cross-sectional study among black African adolescents and young adults living with HIV on two different ART regimens, the prevalence of PTD as measured by FePO4 was 6%.  We found a higher prevalence of isolated PTD in the TDF group (10%) than the ABC group (2%), but this was non-significant after adjusting for age.</p>
            <p>The clinical implication of subclinical PTD without progressive reduction in eGFR remains obscure
                <sup>
                    <xref ref-type="bibr" rid="ref-5">5</xref>,
                    <xref ref-type="bibr" rid="ref-19">19</xref>,
                    <xref ref-type="bibr" rid="ref-20">20</xref>
                </sup>. In fact, only four participants had mild reduction of glomerular function (eGFR&lt;90mls/mL/1.73m
                <sup>2</sup>), and three of these were on TDF with normal PTF implying that reduced eGFR was probably independent of PTD.</p>
            <p>A tenofovir regimen was not associated with a worsening PTF after adjusting for confounding. This was unexpected finding as TDF exposure has been implicated with urine phosphate wasting
                <sup>
                    <xref ref-type="bibr" rid="ref-13">13</xref>,
                    <xref ref-type="bibr" rid="ref-23">23</xref>
                </sup>. Although, some studies show no association between TDF and urine phosphate wasting
                <sup>
                    <xref ref-type="bibr" rid="ref-5">5</xref>,
                    <xref ref-type="bibr" rid="ref-12">12</xref>,
                    <xref ref-type="bibr" rid="ref-24">24</xref>,
                    <xref ref-type="bibr" rid="ref-25">25</xref>
                </sup>, our study was compromised by the substantial age difference between the groups and further analysis showed that age confounded the effect of ART regimen on PTF. Therefore, it is likely that a randomized controlled trial is required to answer this question definitively. Our study suggests that a position of equipoise is present - we have no evidence that TDF is associated with worsened tubular dysfunction - and therefore a clinical trial is justified.</p>
            <p>Of concern was the lower serum phosphate and higher urine phosphate in the TDF group than the ABC group respectively. In fact, all the four patients that had low serum phosphate were on TDF and three had PTD implying that TDF may be contributing significantly to urinary phosphate losses resulting in hypophosphatemia with possible long-term implications for bone health.</p>
            <p>Nonetheless, available evidence indicates that hypophosphatemia associated with TDF maybe transient and normalizes during ART
                <sup>
                    <xref ref-type="bibr" rid="ref-21">21</xref>
                </sup>. Pontrelli 
                <italic toggle="yes">et al.</italic> among 49 adolescents showed normalization of serum phosphate levels without interruption of therapy at 2 years of follow-up after an initial significant decline in the groups receiving TDF. However, the authors in their conclusion still thought that the long-term clinical impact of a TDF regimen would be answered by a prospective study with a longer follow up period
                <sup>
                    <xref ref-type="bibr" rid="ref-21">21</xref>
                </sup>.</p>
            <p>There was no significant difference between the two groups with respect to eGFR. This finding is consistent with other studies in adolescents and young adults PLHIV that did not find significant changes in eGFR between participants on a TDF versus non-TDF regimens
                <sup>
                    <xref ref-type="bibr" rid="ref-5">5</xref>,
                    <xref ref-type="bibr" rid="ref-11">11</xref>,
                    <xref ref-type="bibr" rid="ref-13">13</xref>,
                    <xref ref-type="bibr" rid="ref-21">21</xref>,
                    <xref ref-type="bibr" rid="ref-24">24</xref>
                </sup>. Of note, our study population was younger without co-morbidities like diabetes mellitus and hypertension which are risk factors for TDF-induced renal dysfunction in adults
                <sup>
                    <xref ref-type="bibr" rid="ref-12">12</xref>
                </sup> which partly explains our findings.</p>
            <p>Urine &#x03b2;
                <sub>2</sub>-microglobulin creatinine ratio (&#x03b2;
                <sub>2-</sub>MCR) has been reported in some studies to be a marker of PTD in PLHIV
                <sup>
                    <xref ref-type="bibr" rid="ref-6">6</xref>,
                    <xref ref-type="bibr" rid="ref-23">23</xref>,
                    <xref ref-type="bibr" rid="ref-26">26</xref>
                </sup>. We also report an independently significant association between urine &#x03b2;
                <sub>2-</sub>MCR and worsening PTF or FePO4. Unlike our study, there are also reports of no association of urine &#x03b2;
                <sub>2-</sub>MCR with PTF
                <sup>
                    <xref ref-type="bibr" rid="ref-27">27</xref>
                </sup>.</p>
            <p>The reasons for the lack of association between Urine &#x03b2;
                <sub>2-</sub>MCR and tubular dysfunction are unclear in these studies, except that urinary pH may have played a role. Studies that did not control urine pH by treating the urine samples with acid or alkali at the time of urine collection reported negative results
                <sup>
                    <xref ref-type="bibr" rid="ref-27">27</xref>
                </sup>.</p>
            <p>Likewise, protein excretion is enhanced in PLHIV with subclinical PTD without glomerular function impairment
                <sup>
                    <xref ref-type="bibr" rid="ref-3">3</xref>
                </sup>.</p>
            <p> In univariable analysis, dipstick proteinuria, protein excretion and UPCR were all associated with worsening PTF or FePO4. UPCR, the only urine protein covariate considered in multivariable analysis, was independently associated with worsening PTF orFePO4.  Our findings are comparable with other studies that considered proteinuria to be a marker of PTD
                <sup>
                    <xref ref-type="bibr" rid="ref-3">3</xref>
                </sup>. Therefore, proteinuria may be a cheaper tool to use in resource-limited settings to monitor for early PTD. CRP was independently associated with elevated FePO4, indicating the possible role of inflammation in PTD
                <sup>
                    <xref ref-type="bibr" rid="ref-12">12</xref>,
                    <xref ref-type="bibr" rid="ref-28">28</xref>
                </sup>.</p>
            <p>Our study&#x2019;s strengths included a relatively larger sample size than most pediatric studies, and a comparison of participants on two different ART regimens to control for confounding. The median duration of 36 months on ART allowed us to assess the medium to long-term renal impact of TDF exposure. Furthermore, because our participants were drawn from patients who receive ART in the general HIV care programs, even though at a tertiary care level, our findings may be generalized to the general population of adolescents and young adults with HIV.</p>
            <p>There were also limitations that affected our study findings. As this was a cross sectional study, we could not compare our findings with the pre-ART PTF because in our setting, FePO4 measurements are not done routinely. As earlier stated, the big difference in age between the two groups confounded the effects of ART on PTF. Therefore, more research is needed to investigate if TDF is associated with PTD in adolescents with similar age structure.</p>
            <p>The majority (&gt;90%) of patients in the TDF group were previously switched from ABC, so we don&#x2019;t know the impact of this on our findings. None of our participants reported using nephrotoxic medications like non-steroidal anti-inflammatory drugs, but we did not collect information on use of such medications, so there is possibility of some residual confounding.</p>
        </sec>
        <sec sec-type="conclusions">
            <title>Conclusion</title>
            <p>Even though subclinical PTD was more common among participants in the TDF group than the ABC group, a TDF regimen was not associated with worsening PTF as measured by FePO4. Age was a confounder on the effect of ART on PTF and therefore, further research is required. CKD was very rare with only four participants with mildly reduced eGFR. Of concern, though not significant, were the four participants on TDF with hypophosphatemia</p>
        </sec>
    </body>
    <back>
        <sec sec-type="data-availability">
            <title>Data availability</title>
            <sec>
                <title>Underlying data</title>
                <p>Figshare: Effect of anti-retroviral regimen on proximal tubular function in Zambian adolescents and young adults living with HIV, 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.6084/m9.figshare.22044047.v1">https://doi.org/10.6084/m9.figshare.22044047.v1</ext-link>
                    <sup>
                        <xref ref-type="bibr" rid="ref-22">22</xref>
                    </sup>.</p>
                <p>This project contains the following underlying data:</p>
                <list list-type="bullet">
                    <list-item>
                        <label>- </label>
                        <p>FePO4 DATASET.xlsx</p>
                    </list-item>
                </list>
                <p>Data are available under the terms of the 
                    <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/publicdomain/zero/1.0/">Creative Commons Zero "No rights reserved" data waiver</ext-link> (CC0 1.0 Public domain dedication).</p>
            </sec>
        </sec>
        <ack>
            <title>Acknowledgments</title>
            <p>We acknowledge the hospital team that helped with data collection especially Sr Beauty Kanfwa.</p>
        </ack>
        <ref-list>
            <ref id="ref-1">
                <label>1</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <collab>Collaboration H-C</collab>

                        <name name-style="western">
                            <surname>Ray</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Logan</surname>
                            <given-names>R</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sterne</surname>
                            <given-names>JAC</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The effect of combined antiretroviral therapy on the overall mortality of HIV-infected individuals.</article-title>
                    <source>

                        <italic toggle="yes">AIDS.</italic>
</source>
                    <year>2010</year>;<volume>24</volume>(<issue>1</issue>):<fpage>123</fpage>&#x2013;<lpage>37</lpage>.
                    <pub-id pub-id-type="pmid">19770621</pub-id>
                    <pub-id pub-id-type="doi">10.1097/QAD.0b013e3283324283</pub-id>
                    <pub-id pub-id-type="pmcid">2920287</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-2">
                <label>2</label>
                <mixed-citation publication-type="journal">
                    <collab>Antiretroviral Therapy Cohort Collaboration</collab>:
                    <article-title>Causes of death in HIV-1-infected patients treated with antiretroviral therapy, 1996-2006: collaborative analysis of 13 HIV cohort studies.</article-title>
                    <source>

                        <italic toggle="yes">Clin Infect Dis.</italic>
</source>
                    <year>2010</year>;<volume>50</volume>(<issue>10</issue>):<fpage>1387</fpage>&#x2013;<lpage>96</lpage>.
                    <pub-id pub-id-type="pmid">20380565</pub-id>
                    <pub-id pub-id-type="doi">10.1086/652283</pub-id>
                    <pub-id pub-id-type="pmcid">3157754</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-3">
                <label>3</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Purswani</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Patel</surname>
                            <given-names>K</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Kopp</surname>
                            <given-names>JB</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Tenofovir treatment duration predicts proteinuria in a multiethnic United States Cohort of children and adolescents with perinatal HIV-1 infection.</article-title>
                    <source>

                        <italic toggle="yes">Pediatr Infect Dis J.</italic>
</source>
                    <year>2013</year>;<volume>32</volume>(<issue>5</issue>):<fpage>495</fpage>&#x2013;<lpage>500</lpage>.
                    <pub-id pub-id-type="pmid">23249917</pub-id>
                    <pub-id pub-id-type="doi">10.1097/INF.0b013e31827f4eff</pub-id>
                    <pub-id pub-id-type="pmcid">3800277</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-4">
                <label>4</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Herlitz</surname>
                            <given-names>LC</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mohan</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Stokes</surname>
                            <given-names>MB</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Tenofovir nephrotoxicity: acute tubular necrosis with distinctive clinical, pathological, and mitochondrial abnormalities.</article-title>
                    <source>

                        <italic toggle="yes">Kidney Int.</italic>
</source>
                    <year>2010</year>;<volume>78</volume>(<issue>11</issue>):<fpage>1171</fpage>&#x2013;<lpage>7</lpage>.
                    <pub-id pub-id-type="pmid">20811330</pub-id>
                    <pub-id pub-id-type="doi">10.1038/ki.2010.318</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-5">
                <label>5</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Aurpibul</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Cressey</surname>
                            <given-names>TR</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sricharoenchai</surname>
                            <given-names>S</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Efficacy, safety and pharmacokinetics of tenofovir disoproxil fumarate in virologic-suppressed HIV-infected children using weight-band dosing.</article-title>
                    <source>

                        <italic toggle="yes">Pediatr Infect Dis J.</italic>
</source>
                    <year>2015</year>;<volume>34</volume>(<issue>4</issue>):<fpage>392</fpage>&#x2013;<lpage>7</lpage>.
                    <pub-id pub-id-type="pmid">25760566</pub-id>
                    <pub-id pub-id-type="doi">10.1097/INF.0000000000000633</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-6">
                <label>6</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Fiseha</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Gebreweld</surname>
                            <given-names>A</given-names>
                        </name>
</person-group>:
                    <article-title>Urinary Markers of Tubular Injury in HIV-Infected Patients.</article-title>
                    <source>

                        <italic toggle="yes">Biochem Res Int.</italic>
</source>
                    <year>2016</year>;<volume>2016</volume>:<fpage>1501785</fpage>.
                    <pub-id pub-id-type="pmid">27493802</pub-id>
                    <pub-id pub-id-type="doi">10.1155/2016/1501785</pub-id>
                    <pub-id pub-id-type="pmcid">4967446</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-7">
                <label>7</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Grant</surname>
                            <given-names>PM</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Cotter</surname>
                            <given-names>AG</given-names>
                        </name>
</person-group>:
                    <article-title>Tenofovir and bone health.</article-title>
                    <source>

                        <italic toggle="yes">Curr Opin HIV AIDS.</italic>
</source>
                    <year>2016</year>;<volume>11</volume>(<issue>3</issue>):<fpage>326</fpage>&#x2013;<lpage>32</lpage>.
                    <pub-id pub-id-type="pmid">26859637</pub-id>
                    <pub-id pub-id-type="doi">10.1097/COH.0000000000000248</pub-id>
                    <pub-id pub-id-type="pmcid">4844450</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-8">
                <label>8</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Chabala</surname>
                            <given-names>FW</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Siew</surname>
                            <given-names>ED</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mutale</surname>
                            <given-names>W</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Prognostic model for nephrotoxicity among HIV-positive Zambian adults receiving tenofovir disoproxil fumarate-based antiretroviral therapy.</article-title>
                    <source>

                        <italic toggle="yes">PLoS One.</italic>
</source>
                    <year>2021</year>;<volume>16</volume>(<issue>7</issue>):<fpage>e0252768</fpage>.
                    <pub-id pub-id-type="pmid">34252117</pub-id>
                    <pub-id pub-id-type="doi">10.1371/journal.pone.0252768</pub-id>
                    <pub-id pub-id-type="pmcid">8274919</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-9">
                <label>9</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Munthali</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Michelo</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mee</surname>
                            <given-names>P</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Impact of WHO guidelines on trends in HIV testing and ART initiation among children living with HIV in Zambia.</article-title>
                    <source>

                        <italic toggle="yes">AIDS Res Ther.</italic>
</source>
                    <year>2020</year>;<volume>17</volume>(<issue>1</issue>):<fpage>18</fpage>.
                    <pub-id pub-id-type="pmid">32408890</pub-id>
                    <pub-id pub-id-type="doi">10.1186/s12981-020-00277-0</pub-id>
                    <pub-id pub-id-type="pmcid">7226945</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-10">
                <label>10</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Aurpibul</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Puthanakit</surname>
                            <given-names>T</given-names>
                        </name>
</person-group>:
                    <article-title>Review of tenofovir use in HIV-infected children.</article-title>
                    <source>

                        <italic toggle="yes">Pediatr Infect Dis J.</italic>
</source>
                    <year>2015</year>;<volume>34</volume>(<issue>4</issue>):<fpage>383</fpage>&#x2013;<lpage>91</lpage>.
                    <pub-id pub-id-type="pmid">25247583</pub-id>
                    <pub-id pub-id-type="doi">10.1097/INF.0000000000000571</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-11">
                <label>11</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Cheng</surname>
                            <given-names>CY</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Chang</surname>
                            <given-names>SY</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Lin</surname>
                            <given-names>MH</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Tenofovir disoproxil fumarate-associated hypophosphatemia as determined by fractional excretion of filtered phosphate in HIV-infected patients.</article-title>
                    <source>

                        <italic toggle="yes">J Infect Chemother.</italic>
</source>
                    <year>2016</year>;<volume>22</volume>(<issue>11</issue>):<fpage>744</fpage>&#x2013;<lpage>747</lpage>.
                    <pub-id pub-id-type="pmid">27613487</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.jiac.2016.08.008</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-12">
                <label>12</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Ando</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Yanagisawa</surname>
                            <given-names>N</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ajisawa</surname>
                            <given-names>A</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Kidney tubular damage in the absence of glomerular defects in HIV-infected patients on highly active antiretroviral therapy.</article-title>
                    <source>

                        <italic toggle="yes">Nephrol Dial Transplant.</italic>
</source>
                    <year>2011</year>;<volume>26</volume>(<issue>10</issue>):<fpage>3224</fpage>&#x2013;<lpage>9</lpage>.
                    <pub-id pub-id-type="pmid">21372250</pub-id>
                    <pub-id pub-id-type="doi">10.1093/ndt/gfr020</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-13">
                <label>13</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Maggi</surname>
                            <given-names>P</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Montinaro</surname>
                            <given-names>V</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bellacosa</surname>
                            <given-names>C</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Early markers of tubular dysfunction in antiretroviral-experienced HIV-infected patients treated with tenofovir versus abacavir.</article-title>
                    <source>

                        <italic toggle="yes">AIDS Patient Care STDS.</italic>
</source>
                    <year>2012</year>;<volume>26</volume>(<issue>1</issue>):<fpage>5</fpage>&#x2013;<lpage>11</lpage>.
                    <pub-id pub-id-type="pmid">22136504</pub-id>
                    <pub-id pub-id-type="doi">10.1089/apc.2011.0185</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-14">
                <label>14</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Bellasi</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Di Micco</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Russo</surname>
                            <given-names>D</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Fractional Excretion of Phosphate (FeP) Is Associated with End-Stage Renal Disease Patients with CKD 3b and 5.</article-title>
                    <source>

                        <italic toggle="yes">J Clin Med.</italic>
</source>
                    <year>2019</year>;<volume>8</volume>(<issue>7</issue>):<fpage>1026</fpage>.
                    <pub-id pub-id-type="pmid">31336909</pub-id>
                    <pub-id pub-id-type="doi">10.3390/jcm8071026</pub-id>
                    <pub-id pub-id-type="pmcid">6678389</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-15">
                <label>15</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>del Palacio</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Romero</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Casado</surname>
                            <given-names>JL</given-names>
                        </name>
</person-group>:
                    <article-title>The use of biomarkers for assessing HAART-associated renal toxicity in HIV-infected patients.</article-title>
                    <source>

                        <italic toggle="yes">Curr HIV Res.</italic>
</source>
                    <year>2012</year>;<volume>10</volume>(<issue>6</issue>):<fpage>521</fpage>&#x2013;<lpage>31</lpage>.
                    <pub-id pub-id-type="pmid">22716111</pub-id>
                    <pub-id pub-id-type="doi">10.2174/157016212802429802</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-16">
                <label>16</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Hassan</surname>
                            <given-names>KS</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Balkhair</surname>
                            <given-names>A</given-names>
                        </name>
</person-group>:
                    <article-title>Prevalence of Nephrotoxicity in HIV Patients Treated with Tenofovir Disoproxil Fumarate: A Single-center Observational Study.</article-title>
                    <source>

                        <italic toggle="yes">Oman Med J.</italic>
</source>
                    <year>2019</year>;<volume>34</volume>(<issue>3</issue>):<fpage>231</fpage>&#x2013;<lpage>237</lpage>.
                    <pub-id pub-id-type="pmid">31110631</pub-id>
                    <pub-id pub-id-type="doi">10.5001/omj.2019.44</pub-id>
                    <pub-id pub-id-type="pmcid">6505346</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-17">
                <label>17</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Pitisci</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Demeester</surname>
                            <given-names>R</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Legrand</surname>
                            <given-names>JC</given-names>
                        </name>
</person-group>:
                    <article-title>Prevalence and European AIDS Clinical Society (EACS) criteria evaluation for proximal renal tubular dysfunction diagnosis in patients under antiretroviral therapy in routine setting.</article-title>
                    <source>

                        <italic toggle="yes">J Int AIDS Soc.</italic>
</source>
                    <year>2014</year>;<volume>17</volume>(<issue>4 Suppl 3</issue>):<fpage>19564</fpage>.
                    <pub-id pub-id-type="pmid">25394071</pub-id>
                    <pub-id pub-id-type="doi">10.7448/IAS.17.4.19564</pub-id>
                    <pub-id pub-id-type="pmcid">4224940</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-18">
                <label>18</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Samuels</surname>
                            <given-names>R</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bayerri</surname>
                            <given-names>CR</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sayer</surname>
                            <given-names>JA</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Tenofovir disoproxil fumarate-associated renal tubular dysfunction: noninvasive assessment of mitochondrial injury.</article-title>
                    <source>

                        <italic toggle="yes">AIDS.</italic>
</source>
                    <year>2017</year>;<volume>31</volume>(<issue>9</issue>):<fpage>1297</fpage>&#x2013;<lpage>1301</lpage>.
                    <pub-id pub-id-type="pmid">28323756</pub-id>
                    <pub-id pub-id-type="doi">10.1097/QAD.0000000000001466</pub-id>
                    <pub-id pub-id-type="pmcid">5427982</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-19">
                <label>19</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Cristelli</surname>
                            <given-names>MP</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Cof&#x00e1;n</surname>
                            <given-names>F</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Rico</surname>
                            <given-names>N</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Estimation of renal function by CKD-EPI versus MDRD in a cohort of HIV-infected patients: a cross-sectional analysis.</article-title>
                    <source>

                        <italic toggle="yes">BMC Nephrol.</italic>
</source>
                    <year>2017</year>;<volume>18</volume>(<issue>1</issue>):<fpage>58</fpage>.
                    <pub-id pub-id-type="pmid">28183270</pub-id>
                    <pub-id pub-id-type="doi">10.1186/s12882-017-0470-4</pub-id>
                    <pub-id pub-id-type="pmcid">5301369</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-20">
                <label>20</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Unsal</surname>
                            <given-names>AB</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mattingly</surname>
                            <given-names>AS</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Jones</surname>
                            <given-names>SE</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Effect of Antiretroviral Therapy on Bone and Renal Health in Young Adults Infected With HIV in Early Life.</article-title>
                    <source>

                        <italic toggle="yes">J Clin Endocrinol Metab.</italic>
</source>
                    <year>2017</year>;<volume>102</volume>(<issue>8</issue>):<fpage>2896</fpage>&#x2013;<lpage>2904</lpage>.
                    <pub-id pub-id-type="pmid">28531309</pub-id>
                    <pub-id pub-id-type="doi">10.1210/jc.2017-00197</pub-id>
                    <pub-id pub-id-type="pmcid">5546869</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-21">
                <label>21</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Pontrelli</surname>
                            <given-names>G</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Cotugno</surname>
                            <given-names>N</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Amodio</surname>
                            <given-names>D</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Renal function in HIV-infected children and adolescents treated with tenofovir disoproxil fumarate and protease inhibitors.</article-title>
                    <source>

                        <italic toggle="yes">BMC Infect Dis.</italic>
</source>
                    <year>2012</year>;<volume>12</volume>(<issue>1</issue>):<fpage>18</fpage>.
                    <pub-id pub-id-type="pmid">22269183</pub-id>
                    <pub-id pub-id-type="doi">10.1186/1471-2334-12-18</pub-id>
                    <pub-id pub-id-type="pmcid">3306735</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-22">
                <label>22</label>
                <mixed-citation publication-type="data">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Mweemba</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Kelly</surname>
                            <given-names>P</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Heimburger</surname>
                            <given-names>DC</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <data-title>Effect of anti-retroviral regimen on proximal tubular function in Zambian adolescents and young adults living with HIV.</data-title>
                    <source>figshare. </source>[Dataset],<year> 2023</year>.
                    <ext-link ext-link-type="uri" xlink:href="http://www.doi.org/10.6084/m9.figshare.22044047.v1">http://www.doi.org/10.6084/m9.figshare.22044047.v1</ext-link>
                </mixed-citation>
            </ref>
            <ref id="ref-23">
                <label>23</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Kinai</surname>
                            <given-names>E</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Hanabusa</surname>
                            <given-names>H</given-names>
                        </name>
</person-group>:
                    <article-title>Renal tubular toxicity associated with tenofovir assessed using urine-beta 2 microglobulin, percentage of tubular reabsorption of phosphate and alkaline phosphatase levels.</article-title>
                    <source>

                        <italic toggle="yes">AIDS.</italic>
</source>
                    <year>2005</year>;<volume>19</volume>(<issue>17</issue>):<fpage>2031</fpage>&#x2013;<lpage>3</lpage>.
                    <pub-id pub-id-type="pmid">16260911</pub-id>
                    <pub-id pub-id-type="doi">10.1097/01.aids.0000194130.05264.83</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-24">
                <label>24</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Vigan&#x00f2;</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bedogni</surname>
                            <given-names>G</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Manfredini</surname>
                            <given-names>V</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Long-term renal safety of tenofovir disoproxil fumarate in vertically HIV-infected children, adolescents and young adults: a 60-month follow-up study.</article-title>
                    <source>

                        <italic toggle="yes">Clin Drug Investig.</italic>
</source>
                    <year>2011</year>;<volume>31</volume>(<issue>6</issue>):<fpage>407</fpage>&#x2013;<lpage>15</lpage>.
                    <pub-id pub-id-type="pmid">21528939</pub-id>
                    <pub-id pub-id-type="doi">10.2165/11590400-000000000-00000</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-25">
                <label>25</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Mugwanya</surname>
                            <given-names>K</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Baeten</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Celum</surname>
                            <given-names>C</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Low Risk of Proximal Tubular Dysfunction Associated With Emtricitabine-Tenofovir Disoproxil Fumarate Preexposure Prophylaxis in Men and Women.</article-title>
                    <source>

                        <italic toggle="yes">J Infect Dis.</italic>
</source>
                    <year>2016</year>;<volume>214</volume>(<issue>7</issue>):<fpage>1050</fpage>&#x2013;<lpage>7</lpage>.
                    <pub-id pub-id-type="pmid">27029778</pub-id>
                    <pub-id pub-id-type="doi">10.1093/infdis/jiw125</pub-id>
                    <pub-id pub-id-type="pmcid">5021224</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-26">
                <label>26</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Papaleo</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Warszawski</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Salomon</surname>
                            <given-names>R</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Increased beta-2 microglobulinuria in human immunodeficiency virus-1-infected children and adolescents treated with tenofovir.</article-title>
                    <source>

                        <italic toggle="yes">Pediatr Infect Dis J.</italic>
</source>
                    <year>2007</year>;<volume>26</volume>(<issue>10</issue>):<fpage>949</fpage>&#x2013;<lpage>51</lpage>.
                    <pub-id pub-id-type="pmid">17901802</pub-id>
                    <pub-id pub-id-type="doi">10.1097/INF.0b013e3181256570</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-27">
                <label>27</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Bullen</surname>
                            <given-names>AL</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Katz</surname>
                            <given-names>R</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Lee</surname>
                            <given-names>AK</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The SPRINT trial suggests that markers of tubule cell function in the urine associate with risk of subsequent acute kidney injury while injury markers elevate after the injury.</article-title>
                    <source>

                        <italic toggle="yes">Kidney Int.</italic>
</source>
                    <year>2019</year>;<volume>96</volume>(<issue>2</issue>):<fpage>470</fpage>&#x2013;<lpage>479</lpage>.
                    <pub-id pub-id-type="pmid">31262489</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.kint.2019.03.024</pub-id>
                    <pub-id pub-id-type="pmcid">6650383</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref-28">
                <label>28</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Gupta</surname>
                            <given-names>SK</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Kitch</surname>
                            <given-names>D</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Tierney</surname>
                            <given-names>C</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Markers of renal disease and function are associated with systemic inflammation in HIV infection.</article-title>
                    <source>

                        <italic toggle="yes">HIV Med.</italic>
</source>
                    <year>2015</year>;<volume>16</volume>(<issue>10</issue>):<fpage>591</fpage>&#x2013;<lpage>8</lpage>.
                    <pub-id pub-id-type="pmid">25990642</pub-id>
                    <pub-id pub-id-type="doi">10.1111/hiv.12268</pub-id>
                    <pub-id pub-id-type="pmcid">4620540</pub-id>
                </mixed-citation>
            </ref>
        </ref-list>
    </back>
    <sub-article article-type="reviewer-report" id="report33976">
        <front-stub>
            <article-id pub-id-type="doi">10.21956/gatesopenres.15771.r33976</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Perez-Valero</surname>
                        <given-names>Ignacio</given-names>
                    </name>
                    <xref ref-type="aff" rid="r33976a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-3488-7135</uri>
                </contrib>
                <aff id="r33976a1">
                    <label>1</label>Hospital Universitario La Paz, Madrid, Spain</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>14</day>
                <month>7</month>
                <year>2023</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2023 Perez-Valero I</copyright-statement>
                <copyright-year>2023</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport33976" related-article-type="peer-reviewed-article" xlink:href="10.12688/gatesopenres.14458.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve-with-reservations</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>Overall the study is well written and developed. However, in my opinion the authors have made a mistake in selecting and analyzing the covariates included in the multivariate analysis. Specifically, I believe that the inclusion of other factors associated with tubular dysfunction produced by TDF (B2-MCG, uric acid, urea, UPCR) are responsible for the lack of association found between a FEPO4 level&gt;20% and TDF use. I understand that the analysis performed did not take into account the potential interaction between factors when developing the multivariate analysis. Before the article can be considered for indexing, I recommend that this aspect would be clarified by the authors and reviewed by a statistician.</p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Yes</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Partly</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Yes</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Yes</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Yes</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>HIV</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.</p>
        </body>
    </sub-article>
    <sub-article article-type="reviewer-report" id="report32992">
        <front-stub>
            <article-id pub-id-type="doi">10.21956/gatesopenres.15771.r32992</article-id>
            <title-group>
                <article-title>Reviewer response for version 1</article-title>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author">
                    <name>
                        <surname>Mudzviti</surname>
                        <given-names>Tinashe</given-names>
                    </name>
                    <xref ref-type="aff" rid="r32992a1">1</xref>
                    <role>Referee</role>
                    <uri content-type="orcid">https://orcid.org/0000-0002-9817-7108</uri>
                </contrib>
                <aff id="r32992a1">
                    <label>1</label>Department of Pharmacy and Pharmaceutical Sciences , International Pharmacotherapy Education and Research Initiative, Faculty of Medicine and Health Sciences, University of Zimbabwe, Harare, Zimbabwe</aff>
            </contrib-group>
            <author-notes>
                <fn fn-type="conflict">
                    <p>
                        <bold>Competing interests: </bold>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>29</day>
                <month>3</month>
                <year>2023</year>
            </pub-date>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2023 Mudzviti T</copyright-statement>
                <copyright-year>2023</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access peer review report distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <related-article ext-link-type="doi" id="relatedArticleReport32992" related-article-type="peer-reviewed-article" xlink:href="10.12688/gatesopenres.14458.1"/>
            <custom-meta-group>
                <custom-meta>
                    <meta-name>recommendation</meta-name>
                    <meta-value>approve-with-reservations</meta-value>
                </custom-meta>
            </custom-meta-group>
        </front-stub>
        <body>
            <p>The authors have presented a paper in which they report on a cross sectional study of adolescents and young adults receiving either a TDF or an ABC containing regimen. Their main objective was to evaluate the effect of these medicines on proximal tubular function.</p>
            <p> </p>
            <p> 
                <bold>Major comments:</bold> 
                <list list-type="bullet">
                    <list-item>
                        <p>The TDF arm and the ABC arm are groups that are different which makes the results of the comparison difficult to interpret. The differences in age (ABC group has a median age of 11 vs TDF group with a medican age of 19) and gender are statistically significant. Basically the study is comparing adults on TDF to children on ABC. The models that were used to make these 2 groups comparable will need to be explained further.</p>
                    </list-item>
                    <list-item>
                        <p>The median ART duration was 38 months for the ABC group and 34 months for the TDF group. Considering that Mulenga 
                            <italic>et al. </italic>(2014) suggest that development of renal dysfunction is more likely during the first year of using TDF, the design of the study catered for participants already stable on the ART regimen.</p>
                    </list-item>
                    <list-item>
                        <p>In the exclusion criteria the authors did not consider those participants who may have been in the ABC group due to a switch from TDF as a result of renal dysfunction. If such participants were not excluded then there is a potential selection bias.</p>
                    </list-item>
                    <list-item>
                        <p>Was there an exclusion criteria for hypertension? This is also a risk factor for renal dysfunction.</p>
                    </list-item>
                </list> </p>
            <p> 
                <bold>Minor comments:</bold> 
                <list list-type="bullet">
                    <list-item>
                        <p>Why does the first paragraph of the results section and Table 3 report on 179 patients and not 180? One participant is unaccounted for.</p>
                    </list-item>
                    <list-item>
                        <p>The authors should please consider reporting the IQRs with the notation that starts with the 25th percentile and then the 75th percentile in parenthesis and not the other way round.</p>
                    </list-item>
                </list>
            </p>
            <p>Is the work clearly and accurately presented and does it cite the current literature?</p>
            <p>Partly</p>
            <p>If applicable, is the statistical analysis and its interpretation appropriate?</p>
            <p>Partly</p>
            <p>Are all the source data underlying the results available to ensure full reproducibility?</p>
            <p>Yes</p>
            <p>Is the study design appropriate and is the work technically sound?</p>
            <p>Partly</p>
            <p>Are the conclusions drawn adequately supported by the results?</p>
            <p>Yes</p>
            <p>Are sufficient details of methods and analysis provided to allow replication by others?</p>
            <p>Yes</p>
            <p>Reviewer Expertise:</p>
            <p>- HIV pharmacotherapy, Clinical Research</p>
            <p>I confirm that I have read this submission and believe that I have an appropriate level of expertise to confirm that it is of an acceptable scientific standard, however I have significant reservations, as outlined above.</p>
        </body>
    </sub-article>
</article>
