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 <!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.0 20120330//EN" "http://jats.nlm.nih.gov/publishing/1.0/JATS-journalpublishing1.dtd"> <article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article " dtd-version="1.0" xml:lang="en">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">JPHI</journal-id>
      <journal-title-group>
        <journal-title>Journal of Public Health International</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2641-4538</issn>
      <publisher>
        <publisher-name>Open Access Pub</publisher-name>
        <publisher-loc>United States</publisher-loc>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="publisher-id">JPHI-24-5017</article-id>
      <article-id pub-id-type="doi">10.14302/issn.2641-4538.jphi-24-5017</article-id>
      <article-categories>
        <subj-group>
          <subject>research-article </subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>A Cross Sectional Analysis of Frailty and Markers of Frailty in Young People Living with HIV/AIDS</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Nair</surname>
            <given-names>D R</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842545828">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Sashindran</surname>
            <given-names>V K</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842544820">2</xref>
          <xref ref-type="aff" rid="idm1842562364">*</xref>
        </contrib>
        <contrib contrib-type="author">
          <name>
            <surname>Aggarwal</surname>
            <given-names>V</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842545252">3</xref>
        </contrib>
      </contrib-group>
      <aff id="idm1842545828">
        <label>1</label>
        <addr-line>Resident, Dept of Internal Medicine, Sinai Hospital of Baltimore, Maryland, USA</addr-line>
      </aff>
      <aff id="idm1842544820">
        <label>2</label>
        <addr-line>Director Postgraduate Studies and Professor of Medicine K S Hegde Medical Academy, NITTE deemed to be University, Mangaluru India 575018</addr-line>
      </aff>
      <aff id="idm1842545252">
        <label>3</label>
        <addr-line>Professor Dept of Geriatric Medicine, Armed Forces Medical College, Pune</addr-line>
      </aff>
      <aff id="idm1842562364">
        <label>*</label>
        <addr-line>Corresponding Author </addr-line>
      </aff>
      <contrib-group>
        <contrib contrib-type="editor">
          <name>
            <surname>Qiang</surname>
            <given-names>Cheng</given-names>
          </name>
          <xref ref-type="aff" rid="idm1842404796">1</xref>
        </contrib>
      </contrib-group>
      <aff id="idm1842404796">
        <label>1</label>
        <addr-line>Biomedical Informatics Institute, and Computer Science Department.</addr-line>
      </aff>
      <author-notes>
        <corresp>
    
    Sashindran V K, <addr-line>Director Postgraduate Studies and Professor of Medicine K S Hegde Medical Academy, NITTE deemed to be University, Mangaluru India</addr-line>, <email>vksashindran@gmail.com</email></corresp>
        <fn fn-type="conflict" id="idm1842461756">
          <p>The authors have no conflict of interest to declare.</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub" iso-8601-date="2024-07-20">
        <day>20</day>
        <month>07</month>
        <year>2024</year>
      </pub-date>
      <volume>7</volume>
      <issue>2</issue>
      <fpage>25</fpage>
      <lpage>39</lpage>
      <history>
        <date date-type="received">
          <day>5</day>
          <month>03</month>
          <year>2024</year>
        </date>
        <date date-type="accepted">
          <day>19</day>
          <month>06</month>
          <year>2024</year>
        </date>
        <date date-type="online">
          <day>20</day>
          <month>07</month>
          <year>2024</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© </copyright-statement>
        <copyright-year>2024</copyright-year>
        <copyright-holder>Nair D R, et al</copyright-holder>
        <license xlink:href="http://creativecommons.org/licenses/by/4.0/" xlink:type="simple">
          <license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.</license-p>
        </license>
      </permissions>
      <self-uri xlink:href="http://openaccesspub.org/jphi/article/2273">This article is available from http://openaccesspub.org/jphi/article/2273</self-uri>
      <abstract>
        <sec id="idm1842404364">
          <title>Background</title>
          <p>Frailty is an ageing-associated state linked to poor prognostic outcomes. Chronic inflammation due to HIV-infection, AIDS-related infections. and the adverse effects of antiretroviral therapy (ART) all contribute to frailty in  people living with HIV/AIDS (PLHA). Frailty has been comprehensively studied in populations comprising predominantly of Caucasian PLHA. However, there remains a dearth of such data in Indian populations, especially in younger PLHA. </p>
        </sec>
        <sec id="idm1842403788">
          <title>Methodology</title>
          <p>This cross-sectional study aimed to estimate the prevalence of frailty in PLHA (18 - 50 years) who had been on ART for 24-60 months and identify markers linked to frailty. Frailty was assessed in 152 subjects using the Fried                      frailty-index. Parameters measured included the mid-upper arm and calf                 circumferences, pain-severity (using the Brief Pain Inventory), highly-sensitivity C-reactive protein, d-dimer, and interleukin-6. </p>
        </sec>
        <sec id="idm1842409548">
          <title>Results</title>
          <p>The prevalence of frailty and pre-frailty were 6.58% and 23.02%, respectively. Reduced grip strength and self-reported exhaustion were associated with frailty (15.79% and 13.16%, respectively). Low calf-circumference and mid-upper arm circumference were not significantly associated with frailty/pre-frailty. The prevalence of pain was 21.7% and both pain severity and pain interference were significantly associated with frailty/pre-frailty. CD-4 counts at the time of assessment showed an inverse association with frailty. Elevated C-reactive protein (CRP of 0.04 associated with 0.49 probability of frailty (95% CI 0.40 – 0.59), CRP of 0.12 associated with 0.63 probability of frailty (95% CI 0.47 – 0.76)). D-dimer levels were not significantly associated with frailty /pre-frailty.</p>
        </sec>
        <sec id="idm1842410844">
          <title>Conclusion</title>
          <p>In this first-of-its-kind study on frailty in young PLHA (mean age 37 years) from the Indian sub-continent, the prevalence of frailty and pre-frailty was 6.58% and 23.02%, respectively. Multivariate analysis showed a strong association of frailty with pain severity, CD4 count at time of assessment, hs-CRP levels and duration of ART.</p>
        </sec>
      </abstract>
      <kwd-group>
        <kwd>Chronic inflammation</kwd>
        <kwd>HIV-infection</kwd>
        <kwd>AIDS-related infections</kwd>
        <kwd>antiretroviral-therapy (ART)</kwd>
        <kwd>PLHA Fried frailty-index</kwd>
      </kwd-group>
      <counts>
        <fig-count count="5"/>
        <table-count count="5"/>
        <page-count count="15"/>
      </counts>
    </article-meta>
  </front>
  <body>
    <sec id="idm1842410484" sec-type="intro">
      <title>Introduction</title>
      <p>Frailty is an ageing-related state of increased vulnerability to stressors due to decrease in physio-logical and functional reserves. It is a high-risk state, predictive of adverse health outcomes <xref ref-type="bibr" rid="ridm1842509652">1</xref>. The                                inflammatory effects of HIV-infection, HIV-related illnesses and the side-effects of                                          antiretroviral-therapy (ART) have all been suggested as possible reasons for the association between frailty and HIV/AIDS <xref ref-type="bibr" rid="ridm1842511668">2</xref>. Though the AIDS epidemic has plateaued in India, there are an estimated 2.401 million people living with HIV/AIDS (PLHA) <xref ref-type="bibr" rid="ridm1842516284">3</xref>. Indian PLHA constitute a third of the world’s HIV-population and with them living longer due to universal availability of effective anti-retroviral therapy (ART), long-term co-morbidities like cardiovascular disease and metabolic syndrome are being increasingly recognised. Frailty in Indian PLHA has, however, not been study in detail.</p>
      <p>A widely accepted screening tool for assessing frailty is the Fried criteria. Fried <italic>et al</italic>. developed a standardised frailty phenotype (FP) by employing data from the Cardiovascular Health Study, in HIV uninfected men and women aged 65 years or older <xref ref-type="bibr" rid="ridm1842518876">4</xref>. The Multi-centre AIDS Cohort Study (MACS) made a seminal contribution by validating FP for evaluating frailty in PLHA by comparing its results with those obtained using a frailty-related phenotype (FRP) <xref ref-type="bibr" rid="ridm1842582948">5</xref><xref ref-type="bibr" rid="ridm1842368748">6</xref>.</p>
      <p>The prevalence of frailty in PLHA ranges from 5 - 28.6% depending on the type of population studied <sup>7,8</sup>. Not only is frailty present in younger PLHA but it has also been observed that PLHA develop frailty earlier than those without HIV infection <xref ref-type="bibr" rid="ridm1842354716">9</xref><xref ref-type="bibr" rid="ridm1842358820">10</xref><xref ref-type="bibr" rid="ridm1842341980">11</xref><xref ref-type="bibr" rid="ridm1842338380">12</xref>. In a recent systematic review and meta -analysis, Yamada and colleagues found the overall pooled prevalence of frailty and pre frailty to be 10.9% (95% Confidence interval (CI), 8.1 -14.2%) and 47.2% (95% CI, 40.1% - 54.4%) respectively in PLHA aged 50 or older. These figures were comparable to the pooled prevalence of frailty and pre-frailty in HIV negative community-dwelling elders &gt;65 years of age <xref ref-type="bibr" rid="ridm1842315396">13</xref>. A recent study on HIV-positive and                        HIV-negative middle-aged individuals showed that when compared to robust individuals, those with frailty had increased risk of both all-cause mortality (mortality rates/1000PYFU 25.7 (95%CI,14.2           - 46.4 vs 2.3 (95% CI, 1.1-4.9) and incident comorbidity (OR2.59, p&lt;-001) irrespective of HIV status <xref ref-type="bibr" rid="ridm1842313740">14</xref>. Apart from health complications, frailty leads to lower economic productivity and greater                             requirement for assistance. Clearly, there is a strong case for identifying frailty in younger PLHA and managing it. Younger patients possess better functional reserves compared to elderly patients and                interventions  maybe effective if frailty is detected early <xref ref-type="bibr" rid="ridm1842312156">15</xref>. </p>
      <p>Pain is a common symptom in PLHA <xref ref-type="bibr" rid="ridm1842307188">16</xref>. Recent studies suggest that the assessment of pain can be used to predict frailty and that pain may be a phenotype of frailty <xref ref-type="bibr" rid="ridm1842304308">17</xref><xref ref-type="bibr" rid="ridm1842300876">18</xref><xref ref-type="bibr" rid="ridm1842299220">19</xref>. Similar data reporting high                   prevalence of pain in PLHA is available from the Indian population as well <xref ref-type="bibr" rid="ridm1842312156">15</xref><xref ref-type="bibr" rid="ridm1842295116">20</xref>. However, some                studies have also questioned the role of pain in predicting frailty <xref ref-type="bibr" rid="ridm1842300876">18</xref><xref ref-type="bibr" rid="ridm1842291804">21</xref>.</p>
      <p>Studies of older PLHA consistently support associations between markers of inflammation and frailty. Such markers include C-reactive protein (CRP), Interleukin-6 (IL-6) and D-dimer. Higher levels of CRP and IL-6 directly affect muscle atrophy, thereby contributing to frailty. D-dimer is a product of fibrin formation as well as degradation, and is a marker of activation of the coagulation-fibrinolytic systems. A report that frail older adults stand an increased risk of developing venous thromboembolism potentially links increased blood coagulation and fibrinolytic activity in frail patients <xref ref-type="bibr" rid="ridm1842341980">11</xref><xref ref-type="bibr" rid="ridm1842287412">22</xref><xref ref-type="bibr" rid="ridm1842269828">23</xref><xref ref-type="bibr" rid="ridm1842264932">24</xref><xref ref-type="bibr" rid="ridm1842262484">25</xref><xref ref-type="bibr" rid="ridm1842256724">26</xref><xref ref-type="bibr" rid="ridm1842243452">27</xref><xref ref-type="bibr" rid="ridm1842241508">28</xref><xref ref-type="bibr" rid="ridm1842236756">29</xref><xref ref-type="bibr" rid="ridm1842249788">30</xref>.</p>
      <p>Several studies report higher levels of inflammatory markers such IL6, CRP and markers of thrombosis like D-dimer in PLHA exhibiting FP compared to their non-frail counterparts, despite good ART                 regimens<xref ref-type="bibr" rid="ridm1842341980">11</xref><xref ref-type="bibr" rid="ridm1842221652">31</xref><xref ref-type="bibr" rid="ridm1842219996">32</xref><xref ref-type="bibr" rid="ridm1842214740">33</xref>. Frailty has an inverse association with duration of ART. Rees <italic>et al</italic>. reported a high prevalence of frailty in HIV patients who were on ART &lt;5 years. The prevalence of frailty halved in in those on ART for 5-10 years. And beyond 10 years of ART, most PLHA were non-frail <xref ref-type="bibr" rid="ridm1842312156">15</xref>. Önen <italic>et al.,</italic>in the SUN-Study observed that half of their study participants exhibiting frail and pre-frail phenotypes were under 50 years of age <xref ref-type="bibr" rid="ridm1842341980">11</xref>. Data evaluating frailty in PLHA are available from other Asian countries and Africa <xref ref-type="bibr" rid="ridm1842213012">34</xref><xref ref-type="bibr" rid="ridm1842208980">35</xref>. However, to the best of our knowledge, there is no such data from India.</p>
      <p>The primary objective of this study was to assess the prevalence of frailty in young PLHA. Secondary objectives were to study the association of pain assessment in predicting frailty PLHA and to assess if levels of CRP, IL-6 and D-dimer were associated with frailty in PLHA.</p>
    </sec>
    <sec id="idm1842423020" sec-type="methods">
      <title>Methodology</title>
      <sec id="idm1842422876">
        <title>Study population and setting</title>
        <p>This cross-sectional study involved 152 HIV-infected patients, and was conducted from August to   October 2018 at a stand-alone Integrated Counselling and Testing Centre (ICTC) in a tertiary care teaching hospital in Pune, Maharashtra. Approval for the study was obtained from the Institutional  Ethics Committee prior to commencement, of the study. Written informed consent was obtained from all participants. PLHA included in the study were those between 20 to 50 years of age, those taking anti-retroviral therapy (ART) for at least 24 months but not more than 60 months, and those who were  ambulant and independent for activities of daily living. Individuals who were taking beta-blockers, steroids or diuretics as evidenced by their medical records were excluded from the study.</p>
      </sec>
      <sec id="idm1842422516">
        <title>Patient assessment</title>
        <p>All participants were interviewed and data on anthropometry, socioeconomic status and presence of opportunistic infections was recorded. Current co-morbidities, medications, alcohol or tobacco use were self-reported and confirmed from medical records. HIV data and laboratory values were obtained from medical records.</p>
        <p>a. <italic>Anthropometry:</italic>BMI, mid-upper arm circumference (MUAC) and calf circumference were                    measured in all patients. MUAC was measured in the non-dominant arm at a point halfway               between the lateral aspect of the acromion process of the scapula and the tip of the olecranon               process of the ulna. Calf circumference was measured at the level of maximum girth.</p>
        <p>b. <italic>Socioeconomic status (SES): </italic>Data was recorded using the updated Kuppuswamy scale <xref ref-type="bibr" rid="ridm1842206892">36</xref>.</p>
        <p>c. <italic>Opportunistic</italic><italic> infections: </italic>Patients were specifically questioned for history of tuberculosis,                cryptococcosis or toxoplasmosis, cytomegalovirus (CMV), Hepatitis B and Hepatitis C                                 co-infections. </p>
        <p>d. Baseline CD4 count (i.e., count before starting ART) was obtained from patient records and the most recent CD4 count at time of assessment was also recorded.</p>
      </sec>
      <sec id="idm1842430292">
        <title>Frailty assessment</title>
        <p>The Fried criteria was used to assess unintentional weight loss, low physical activity, self-reported  exhaustion, grip strength and gait speed. Patients meeting 1-2 criteria were labelled pre-frail and those meeting 3 or more criteria were labelled frail: -</p>
        <p>a. <italic>Unintentional</italic><italic> weight loss: </italic>More than 4.5kg or ≥5% loss of previous year’s body weight.</p>
        <p>b. <italic>Low</italic><italic> physical activity: </italic>Physical activity and exhaustion were assessed by the question: “Does your health limit vigorous                 physical activities like running and lifting heavy objects. There were three options for the subject to select from:</p>
        <p>Not at all = 1</p>
        <p>Yes, limited a little = 2</p>
        <p>Yes, limited a lot = 3</p>
        <p>Those answering 3 were considered to have low physical activity</p>
        <p>c.    <italic>Exhaustion:</italic></p>
        <p>Those scoring 2 or 3 for low physical activity were further asked, “How often did you feel that: a)              everything you did was an effort, or b) you could not get going?</p>
        <p>Rarely (01 day/week) = 0</p>
        <p>Some of the time (1-2 days/week) = 1</p>
        <p>Occasionally (3-4 days/week) = 2</p>
        <p>Most of the time (5-7 days/week) = 3</p>
        <p>Participants answering 2 or 3 to either one of two statements were considered to have exhaustion</p>
        <p>d.   <italic>Weak grip</italic><italic> strength: </italic>Grip strength was tested in dominant hand using a hand grip dynamometer. An average of three readings was obtained and interpreted according to sex and BMI adjustments. Cutoffs for hand grip strength depend on gender and BMI (<xref ref-type="table" rid="idm1842124564">Table 1</xref>).</p>
        <table-wrap id="idm1842124564">
          <label>Table 1.</label>
          <caption>
            <title> Grip Strength in patients.</title>
          </caption>
          <table rules="all" frame="box">
            <tbody>
              <tr>
                <td>c</td>
                <td colspan="2">Males</td>
                <td colspan="2">Females</td>
              </tr>
              <tr>
                <td> </td>
                <td>BMI (kg/m<xref ref-type="bibr" rid="ridm1842511668">2</xref>)</td>
                <td>Kg</td>
                <td>BMI (kg/m<xref ref-type="bibr" rid="ridm1842511668">2</xref>)</td>
                <td>Kg</td>
              </tr>
              <tr>
                <td>Weak grip strength</td>
                <td>≤24</td>
                <td>≤29</td>
                <td>≤23</td>
                <td>≤17</td>
              </tr>
              <tr>
                <td/>
                <td>24.1- 26.0</td>
                <td>≤30</td>
                <td>23.1- 26.0</td>
                <td>≤17.3</td>
              </tr>
              <tr>
                <td/>
                <td>26.1- 28.0</td>
                <td>≤30</td>
                <td>26.1-29</td>
                <td>≤18</td>
              </tr>
              <tr>
                <td/>
                <td>&gt;28</td>
                <td>≤32</td>
                <td>&gt;29.0</td>
                <td>≤21</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>e.   <italic>Gait speed:</italic> Time taken to walk 4.6 metres was recorded. An average of two readings was obtained and interpreted according to sex and height adjustments. Cut offs for slow gait speed depend upon height and gender. (<xref ref-type="table" rid="idm1842085404">Table 2</xref>)</p>
        <table-wrap id="idm1842085404">
          <label>Table 2.</label>
          <caption>
            <title> Gait Speed in patients.</title>
          </caption>
          <table rules="all" frame="box">
            <tbody>
              <tr>
                <td> </td>
                <td colspan="2">Males</td>
                <td colspan="2">Females</td>
              </tr>
              <tr>
                <td>Slow walking time</td>
                <td>Height (cm)</td>
                <td>Seconds</td>
                <td>Height (cm)</td>
                <td>Seconds</td>
              </tr>
              <tr>
                <td/>
                <td>≤173</td>
                <td>≥7</td>
                <td>≤159</td>
                <td>≥7</td>
              </tr>
              <tr>
                <td/>
                <td>&gt;173</td>
                <td>≥6</td>
                <td>&gt;159</td>
                <td>≥6</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="idm1842321172">
        <title>Pain assessment</title>
        <p>Participants were asked for any history of pain since the time of knowledge of the disease and their responses were recorded using the translated version (Hindi) of the Brief Pain Inventory – Short Form questionnaire (BPI) which is validated for use in PLHA. Pain severity was recorded using the Wong Baker FACES® Pain Rating Scale to ensure maximal standardisation.</p>
      </sec>
      <sec id="idm1842320884">
        <title>Measurement of hsCRP, IL-6 and D-Dimer</title>
        <p>a. <italic>CRP and</italic><italic> IL-6</italic>: Fasting blood samples were obtained. Serum was separated within one hour and stored at -20°C till the time of batch assay. Tests were performed using ELISA kits of Diclone, France.</p>
        <p>b. <italic>D-dimer: </italic>Fasting blood samples were obtained and centrifuged within one hour. Tests were done daily within three hours using immune-turbidimetric assay for quantitative determination of                   D-dimer.</p>
        <p>Statistical analysis was done using IBM SPSS version 19 and Python 3.7. 5 and stats models 0.11.0 package <xref ref-type="bibr" rid="ridm1842203940">37</xref>. Descriptive statistics were utilised to describe the study population including demographics and baseline features. For continuous variables, mean (± standard deviation (SD)) and median (interquartile range) values were calculated. Two-sample, two-tailed <italic>t</italic>-tests were used to compare                  between group mean FIs. Confidence intervals were 95% intervals, and a significant <italic>p</italic> value was                 defined as &lt; 0.05.</p>
        <p>Univariate association between frailty and explanatory variables were done using logistic regression analysis with restricted cubic spline transformation (RCS) for the variables to tackle non-linearity. The results were presented as probability of being frail with 95% CI of the probability for lower value of variable versus upper value of variable. To maintain physiological and clinical relevance and to avoid redundancy in variable transformation (as RCS transformation was already carried out) log                           transformation was not used. Multivariable analysis was done using clinically relevant variables with frailty as binary outcome using logistic regression analysis.</p>
      </sec>
    </sec>
    <sec id="idm1842334564">
      <title>Observations and Results</title>
      <sec id="idm1842336436">
        <title>Demographic and clinical characteristics of study population</title>
        <p>These are summarised in <xref ref-type="table" rid="idm1842036788">Table 3</xref> above. The mean age of the study population was 37.03 yrs (SD +/- 7.70). Mean baseline CD4 count was 349.84 cells/μL and that at the time of assessment was 543.35 cells/μL. The subjects had been on ART for a mean duration of 41.41 months (SD +/- 13.85). None of the subjects had CMV, hepatitis B or hepatitis C infections. 32/152 had past history of TB with mean time since cure ranging from 5 months to 48 months. Eight patients were on active TB treatment.</p>
        <table-wrap id="idm1842036788">
          <label>Table 3.</label>
          <caption>
            <title> Demographic and anthropometric characteristics</title>
          </caption>
          <table rules="all" frame="box">
            <tbody>
              <tr>
                <td> </td>
                <td>
                  <bold>Frail + Prefrail</bold>
                  <bold>
n = 45 (30.26%)</bold>
                </td>
                <td>
                  <bold>Non frail</bold>
                  <bold>
n = 107 (69.73%)</bold>
                </td>
                <td>
                  <bold>Total</bold>
                  <bold>
n = 152 (100%)</bold>
                </td>
              </tr>
              <tr>
                <td>
                  <bold>Gender</bold>
                </td>
                <td>
                  <bold> </bold>
                </td>
                <td> </td>
                <td> </td>
              </tr>
              <tr>
                <td>Male</td>
                <td>20 (44.44%)</td>
                <td>45 (42.05%)</td>
                <td>65 (42.76%)</td>
              </tr>
              <tr>
                <td>Female</td>
                <td>25 (55.56%)</td>
                <td>62 (57.94%)</td>
                <td>87(57.23%)</td>
              </tr>
              <tr>
                <td>
                  <bold>Age</bold>
                </td>
                <td>
                  <bold> </bold>
                </td>
                <td> </td>
                <td> </td>
              </tr>
              <tr>
                <td>&lt;30</td>
                <td>9 (19.99%)</td>
                <td>23 (21.49%)</td>
                <td>32(21.05%)</td>
              </tr>
              <tr>
                <td>30 - 40</td>
                <td>15 (33.33%)</td>
                <td>42 (39.25%)</td>
                <td>57 (37.49%)</td>
              </tr>
              <tr>
                <td>40 - 50</td>
                <td>21 (46.66%)</td>
                <td>42 (39.25%)</td>
                <td>63 (41.44%)</td>
              </tr>
              <tr>
                <td>
                  <bold>Socioeconomic status*</bold>
                </td>
                <td>3.76</td>
                <td>3.38</td>
                <td>3.5</td>
              </tr>
              <tr>
                <td>
                  <bold>BMI</bold>
                </td>
                <td>20.55</td>
                <td>21.88</td>
                <td>21.49 (±3.83)</td>
              </tr>
              <tr>
                <td>
                  <bold>MUAC (Average)</bold>
                </td>
                <td>24.57</td>
                <td>26.07</td>
                <td>25.63 (±3.53)</td>
              </tr>
              <tr>
                <td>
                  <bold>ART Duration </bold>
                  <bold>
2-3 years</bold>
                </td>
                <td>20 (44.44%)</td>
                <td>38 (35.51%)</td>
                <td>58 (38.15%)</td>
              </tr>
              <tr>
                <td>3-4 years</td>
                <td>15 (33.33%)</td>
                <td>25 (23.36%)</td>
                <td>40 (26.31%)</td>
              </tr>
              <tr>
                <td>4-5 years</td>
                <td>10 (22.23%)</td>
                <td>44 (41.12)</td>
                <td>54 (35.52)</td>
              </tr>
              <tr>
                <td>
                  <bold>Type of ART TLE</bold>
                </td>
                <td>24 (54.33%)</td>
                <td>74(69.15%)</td>
                <td>98 (64.47%)</td>
              </tr>
              <tr>
                <td>ZLE#</td>
                <td>14 (31.11%)</td>
                <td>30 (28.03%)</td>
                <td>44 (28.94%)</td>
              </tr>
              <tr>
                <td>
                  <bold>Baseline CD4 count</bold>
                </td>
                <td>349.84 (±262.73)</td>
                <td>328.93 (±241.66)</td>
                <td>333.00 (±241.30)</td>
              </tr>
              <tr>
                <td>
                  <bold>Latest CD 4 count</bold>
                </td>
                <td>517.73 (±318.76)</td>
                <td>568.97 (±237.51)</td>
                <td>543.22 (±269.37)</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
      <sec id="idm1842264340">
        <title>Prevalence and characteristics of frailty phenotype</title>
        <p>The prevalence of frailty and pre-frailty (FP+) was 6.58% and 23.02%, respectively. Ninety-four                subjects had a low socioeconomic status (Kuppuswamy scale score&gt;4.5). Of these 33 were FP+ and 61 were FP-. Fifty-eight subjects belonged to higher SES and of these 12 were FP+ and 46 FP-. There was no significant association between SES and frailty (Chi-square: 3.5771, p =0.058).</p>
        <p>The age distribution of frail/pre-frail subjects is shown in <xref ref-type="table" rid="idm1842036788">Table 3</xref>. There was no significant                 correlation between age of the subjects and frailty (<xref ref-type="fig" rid="idm1841940724">Figure 1</xref>).</p>
        <fig id="idm1841940724">
          <label>Figure 1.</label>
          <caption>
            <title> Correlation between age and frailty</title>
          </caption>
          <graphic xlink:href="images/image1.jpg" mime-subtype="jpg"/>
        </fig>
        <p>Mid-upper arm circumference and calf circumference were taken as surrogate markers of poor                    nutrition/wasting. Cut off values for calf circumference and mid-arm circumference were 30.5 cm and 21 cm respectively.  Values below the cutoffs were considered to be indicative of malnutrition/wasting. MUAC was &lt;21cm observed in 9/45 (20%) frail/pre-frail PLHA, and 6/107 (5.61%) of the non-frail subjects. The calf circumference was &lt; 30.5 cm in 28/45 (62.23%) subjects who were frail or pre-frail and in 37/107 (34.57%) of the non-frail subjects. MUAC and calf circumference showed no significant association with frailty.</p>
        <p>The prevalence of pain in the study population was 21.7 %. The calf was the commonest site of pain (67.5%). The other sites of pain were back, forearms and chest (59.45%, 45.94% and 5.40%                         respectively). Those who complained of pain were more likely to be frail/pre-frail (Odds-ratio: 4.08,              p-value for Chi- Square: test of independence = 0.000112). Since the research question was whether BPI could be considered as a surrogate marker for frailty, comparing the measures for concordance (agreement) was considered more appropriate than measuring the quantity of independence by chi square test. Cohen kappa statistics were therefore applied. The value was 0.283, suggesting a poor agreement between the measures. Frail/pre-frail patients also scored higher for ‘pain severity and                  interference in daily activities’ as compared to their non–frail counterparts. The pain-severity and                interference were strongly linked to frailty phenotype, with the relationship being non-linear. As is                  evident from the graph (<xref ref-type="fig" rid="idm1841939932">Figure 2</xref>), beyond a pain-severity score of 3.5, the probability of frailty increases significantly. The risk ratio for frailty is significantly different for pain-severity scores of 3.5 and 4.5, with the mean probability for frailty being 0.25 (95% CI: 0.17-0.34) for a pain severity score of 3.5 and 0.81 (95% CI: 0.65-0.9) for pain severity score of 4.5. The mean probability values for frailty were 0.37 (95% CI: 0.28-0.47) and 0.84 (95% CI: 0.63-0.94) for pain-interference scores of 2.5 and 3.5                respectively with a significant correlation (<xref ref-type="fig" rid="idm1841938132">Figure 3</xref>).</p>
        <fig id="idm1841939932">
          <label>Figure 2.</label>
          <caption>
            <title> Correlation between frailty and pain severity</title>
          </caption>
          <graphic xlink:href="images/image2.jpg" mime-subtype="jpg"/>
        </fig>
        <fig id="idm1841938132">
          <label>Figure 3.</label>
          <caption>
            <title> Correlation between pain interference and frailty</title>
          </caption>
          <graphic xlink:href="images/image3.jpg" mime-subtype="jpg"/>
        </fig>
        <p>Baseline CD4 cell-count, i.e., the CD4 count before starting ART, had no bearing on the occurrence of frailty later. The CD4 count at the time of assessment had an inverse relationship to frailty (<xref ref-type="fig" rid="idm1841937124">Figure 4</xref>). Rise in CD4 cell count following initiation of ART was lesser in those with frailty phenotype than in those who were non-frail (p=0.002). CD4 count at the time of assessment was inversely proportional to frailty. Similarly, Δ CD4 (CD4 at assessment/baseline CD4 - 1) was also inversely proportional to  frailty.</p>
        <fig id="idm1841937124">
          <label>Figure 4.</label>
          <caption>
            <title> Correlation between hs-CRP and frailty</title>
          </caption>
          <graphic xlink:href="images/image4.jpg" mime-subtype="jpg"/>
        </fig>
        <p>There was a significant difference in mean values of hs-CRP between FP+ patients and their                               FP- counterparts (<xref ref-type="table" rid="idm1841933812">Table 4</xref>). The values were higher in FP+ patients. The plot of probability of frailty against hs-CRP levels is shown in Figure 4 below. There was no significant difference in mean IL–6 values between the two groups (<italic>p = </italic>0.4) (<xref ref-type="table" rid="idm1841919772">Table 5</xref>). Similarly, there was no association between                      D-Dimer levels and frailty.</p>
        <table-wrap id="idm1841933812">
          <label>Table 4.</label>
          <caption>
            <title> Mean values of inflammatory markers and frailty phenotype</title>
          </caption>
          <table rules="all" frame="box">
            <tbody>
              <tr>
                <td> </td>
                <td colspan="2">Fried Phenotype</td>
                <td> </td>
              </tr>
              <tr>
                <td>Inflammatory markers</td>
                <td>Frail/Pre-frail (n=45)</td>
                <td>Non-frail (n=107)</td>
                <td>p value</td>
              </tr>
              <tr>
                <td>hs-CRP (mg/L)</td>
                <td>0.06 ( ± 0.04)</td>
                <td>0.04 (± 0.03)</td>
                <td>0.017</td>
              </tr>
              <tr>
                <td>IL-6 (pg/ml)</td>
                <td>5.52 (± 6.67)</td>
                <td>4.34 (± 8.32)</td>
                <td>0.4</td>
              </tr>
              <tr>
                <td>D -dimer (N &lt;0.5µg/ml)</td>
                <td>0.42 (± 0.62)</td>
                <td>0.19 (± 0.49)</td>
                <td>0.015</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
        <p>Duration of ART appeared to be significantly linked to frailty in PLHA. <xref ref-type="fig" rid="idm1841920276">Figure 5</xref>. Above depicts the proportion of the subjects with frailty plotted against ART duration. The plot reveals a decreasing trend with time. The data was tabulated and used to derive difference in mean of proportion of patients                  developing frailty. The proportion of frailty at 40 months was 0.73 (95% CI: 0.63-0.82) and proportion of frailty at 60months was 0.34 (95% CI: 0.21-0.51) revealing that there was a significant inverse                   relationship between frailty and duration of ART. Majority of the subjects were on dual NRTI +NNRTI regimen with tenofovir + lamivudine + efavirenz (98/152) being the commonest regimen. Forty-four subjects were on a zidovudine-based regimen. Ten were on a PI based regimen that also included                zidovudine and lamivudine. The regimen showed no association with frailty. The adherence to therapy was optimal (&gt;95%) in 148/152 subjects. Even the 4 with poor adherence (&lt;80%) were non-frail.</p>
        <fig id="idm1841920276">
          <label>Figure 5.</label>
          <caption>
            <title> Correlation between duration of ART and frailty</title>
          </caption>
          <graphic xlink:href="images/image5.jpg" mime-subtype="jpg"/>
        </fig>
        <p>Multivariate-analysis for correlation between probability of frailty and parameters l age, sex, duration of ART, pain severity, pain interference, hsCRP, D-dimer and IL-6, was performed. Association                between duration of ART, age, pain severity, hsCRP and IL-6 were observed. The odds ratio (adjusted) and 95% CI are shown in <xref ref-type="table" rid="idm1841919772">Table 5</xref>.</p>
        <table-wrap id="idm1841919772">
          <label>Table 5.</label>
          <caption>
            <title> Association between various factors and frailty on multivariate analysis</title>
          </caption>
          <table rules="all" frame="box">
            <tbody>
              <tr>
                <td> </td>
                <td>Odds ratio (adjusted)</td>
                <td>Lower confidencelevel</td>
                <td>Upper confidencelevel</td>
              </tr>
              <tr>
                <td>Age</td>
                <td>0.871787</td>
                <td>0.802006</td>
                <td>9.476389E+01</td>
              </tr>
              <tr>
                <td>Duration of ART</td>
                <td>0.971864</td>
                <td>0.945039</td>
                <td>9.994509E-01</td>
              </tr>
              <tr>
                <td>Pain severity</td>
                <td>17.903095</td>
                <td>4.421610</td>
                <td>7.248961E+01</td>
              </tr>
              <tr>
                <td>hs-CRP</td>
                <td>7990.599243</td>
                <td>0.366487</td>
                <td>1.742208E+08</td>
              </tr>
              <tr>
                <td>IL-6</td>
                <td>1.022994</td>
                <td>0.958663</td>
                <td>1.091642E+00</td>
              </tr>
            </tbody>
          </table>
        </table-wrap>
      </sec>
    </sec>
    <sec id="idm1842222372" sec-type="discussion">
      <title>Discussion</title>
      <p>The prevalence of frailty and pre-frailty was 6.58% and 23.02%, respectively. This is similar to                   previously published literature<xref ref-type="bibr" rid="ridm1842375084">7</xref>. Our study findings are strictly restricted to PLHA &lt;50 years. Most Western studies include older subjects and their age itself would lead to their being pre-frail or frail. A case in point is the high rates of frailty reported by Jacqueline McMillan among middle-aged and older people living with HIV. The mean age of her subject population (n = 700) was 59.2 with 84% people in the age group of 50 – 64 yrs (range 50 - 92). Most had been on ART for at least 15 years and 93% had undetectable viral loads. The mean CD4 count was 594 cells/µL. Frailty (FI&gt;0.21) was seen in 74.6% of the subjects <xref ref-type="bibr" rid="ridm1842202356">38</xref>. Our decision to select subjects in the age group of 20 - 50 was influenced by Onen’s observation that half of the pre-frail and frail participants in their study were &lt;50 years of age and due to our interest in studying frailty in your PLHA <xref ref-type="bibr" rid="ridm1842368748">6</xref>. We also only enrolled subjects who had been on ART for 2 - 5 years. The reason being that most opportunistic infections and immune-reconstitution inflammatory syndromes (IRIS) mostly occur in the first two years of ART and that two years is                  adequate for immune restitution and viral suppression. Significant association between low CD4 count and frailty and a positive relationship between length of ART and not being frail is well established <xref ref-type="bibr" rid="ridm1842375084">7</xref><xref ref-type="bibr" rid="ridm1842355940">8</xref>. In Rees’s study the prevalence of frailty halved after 4 years of ART and became negligible by 10 years of ART <xref ref-type="bibr" rid="ridm1842312156">15</xref>. And more compellingly, our centre was established only 2009 and hence there were not many patients with more than 5 years follow up at our centre.</p>
      <p>Unlike studies in Caucasian populations, which have reported low physical activity to be the main marker of frailty, our study identified weak grip strength and self-reported exhaustion to be the                   commonest frailty markers <xref ref-type="bibr" rid="ridm1842299220">19</xref>. We offer the following explanation for this: firstly, most of the study participants, being daily wage workers, had no choice but to be physically activity to ensure daily               sustenance. They responded that they managed to go about their daily activities as demanded by their work, despite exhaustion. Secondly, younger PLHA were less likely to report low physical activity compared to elderly PLHA. Weak grip strength could either be due to poor nutrition, ethnicity or due to effects of chronic inflammation, more specifically IL-6 induced sarcopenia. Calf and mid-upper arm circumferences had no significant association with frailty.</p>
      <p>The prevalence of pain in our study participants at 21.7% is similar to estimates by Nair et al who               reported a pain prevalence of 24.5% in out-patients <xref ref-type="bibr" rid="ridm1842312156">15</xref><xref ref-type="bibr" rid="ridm1842295116">20</xref>. Apart from recurrent headaches, the major sites of pain were the calves and the back. Those who complained of pain were more likely to exhibit frailty/pre-frailty (Odds ratio: 4.08, Chi square: 12.58, <italic>p </italic>&lt; 0.05). Frail/pre-frail PLHA also scored ‘pain severity and interference in daily activities higher’ compared to their non–frail counterparts. Petit <italic>et. al</italic> were the first to describe a link between pain and frailty in PLHA albeit in an older population <xref ref-type="bibr" rid="ridm1842299220">19</xref>. Our observations corroborate this finding but in a younger population subset. We suggest that pain may be a surrogate marker of frailty/ pre-frailty in young PLHA.</p>
      <p>No correlation was seen between baseline CD4 count and occurrence of frailty. However, CD4 count at the time of assessment was inversely proportional to frailty as was noted by Rees and Desquilbet <xref ref-type="bibr" rid="ridm1842375084">7</xref><xref ref-type="bibr" rid="ridm1842355940">8</xref>. Similarly, Δ CD4 (CD4 at assessment/CD4 at baseline - 1) was also inversely proportional to frailty. The average CD-4 count increase following ART in frail/pre-frail patients was significantly lesser in comparison to their non-frail counterparts. Our findings reflect previously published literature in this regard <xref ref-type="bibr" rid="ridm1842582948">5</xref><xref ref-type="bibr" rid="ridm1842358820">10</xref>.</p>
      <p>Levels of hs-CRP  were significantly higher among frail/ pre-frail PLHA as compared to non-frail PLHA (HsCRP p = 0.017). These findings are similar to those reported in earlier studies <xref ref-type="bibr" rid="ridm1842313740">14</xref><xref ref-type="bibr" rid="ridm1842300876">18</xref><xref ref-type="bibr" rid="ridm1842291804">21</xref>.                     However, unlike most published literature, our study did not detect a significant association between               D-dimer and serum IL-6 levels and frailty/pre- frailty phenotypes (<italic>p </italic>= 0.4) <xref ref-type="bibr" rid="ridm1842313740">14</xref><xref ref-type="bibr" rid="ridm1842287412">22</xref><xref ref-type="bibr" rid="ridm1842269828">23</xref><xref ref-type="bibr" rid="ridm1842264932">24</xref><xref ref-type="bibr" rid="ridm1842262484">25</xref><xref ref-type="bibr" rid="ridm1842256724">26</xref><xref ref-type="bibr" rid="ridm1842243452">27</xref>.</p>
      <p>All the subjects enrolled in our study were on ART for a duration 2 to 5 years for reasons mentioned previously. Our study results favoured our assumption since the prevalence of frailty/pre-frailty                     decreased as the duration of ART increased. This observation is similar to those made in previous      studies <xref ref-type="bibr" rid="ridm1842312156">15</xref>.</p>
      <p>To the best of our knowledge, this is the first study in India on frailty in PLHA and its association with pain and inflammatory markers. Our study is not without limitations: our sample size is relatively small, and we did not have an HIV-uninfected group for comparison. We interpreted weak grip strength and walking time using cut-offs designed primarily for Caucasian populations Ethnicity and genetics are likely to have a role in grip strength, which is part of Fried’s criteria. Once a reference                  cut-off is established for the Indian population, and Fried’s criteria modified, future studies may reveal different estimates of frailty in Indian population. Lastly, the study’s cross-sectional design prohibits drawing conclusions of causality and directionality of associations found.</p>
      <p>Future studies are required to establish age and sex adjusted cut-offs for grip-strength and walking-time in the Indian population for better application of Fried’s criteria in this population. We also believe that the nutritional status of PLHA in India needs to be studied in detail as it may have an association with frailty/pre-frailty. The association of serious co-morbidities and increased mortality with frailty is a matter of concern with PLHA living longer. </p>
    </sec>
    <sec id="idm1842216756" sec-type="conclusions">
      <title>Conclusion</title>
      <p>In this first-of-its-kind study on frailty in young PLHA (mean age 37 yrs) from the Indian                               sub-continent, the prevalence of frailty and pre-frailty was 6.58% and 23.02%, respectively.                          Multivariate analysis showed a strong association of frailty with pain severity, CD4 count at time of assessment, hs-CRP levels and duration of ART. Detecting and addressing frailty in young PLHA might reduce incident co-morbidities and all-cause mortality and reduce healthcare costs.</p>
    </sec>
    <sec id="idm1842216900">
      <title>Funding</title>
      <p>The study was funded by an Indian Council of Medical Research short-term scholarship grant (ID 2018-04971).</p>
    </sec>
  </body>
  <back>
    <ack>
      <p>The study was funded by an Indian Council of Medical Research short-term scholarship grant (ID 2018-04971).</p>
      <p>We are grateful to Dr Suman Kumar Pramanik, Professor (Internal Medicine and Haematology, Army Hospital (Research and Referral) Delhi Cantt 110010 for the statistical analysis and Dr Anirudh Anil Kumar for editing the manuscript.</p>
    </ack>
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    </ref-list>
  </back>
</article>
