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  <front>
    <journal-meta id="journal-meta-e5ab61f928c9472f973f4759606ede61">
      <journal-id journal-id-type="nlm-ta">Sciresol</journal-id>
      <journal-id journal-id-type="publisher-id">Sciresol</journal-id>
      <journal-id journal-id-type="journal_submission_guidelines">https://ijpccr.com/#</journal-id>
      <journal-title-group>
        <journal-title>International Journal of Preclinical &amp; Clinical Research</journal-title>
      </journal-title-group>
      <issn publication-format="electronic">XXXX-XXXX</issn>
      <issn publication-format="print"/>
    </journal-meta>
    <article-meta id="article-meta-9587755600c048e6b40eafbe194d1ba9">
      <article-id pub-id-type="doi">10.51131/IJPCCR/v2i2.16</article-id>
      <article-categories>
        <subj-group>
          <subject>Research Article</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title id="article-title-5f2f565be51d4c218a98b8e7102caa71">A study on serum uric acid levels and insulin resistance in type-2 diabetic subjects</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name id="name-2924b02193294bacb6a7f4c5eb870501">
            <surname>Thweja</surname>
            <given-names>N</given-names>
          </name>
          <xref id="xref-b241424a881d4674a0b768aa6acc872e" rid="aff-0eb059d3e91e48f08e2a17f2f7d92d83" ref-type="aff">1</xref>
        </contrib>
        <contrib contrib-type="author" corresp="yes">
          <name id="name-72703850f3094db4b29162401bccf5ed">
            <surname>Divya</surname>
            <given-names>D</given-names>
          </name>
          <email>drdivyad09@gmail.com</email>
          <xref id="x-5f26455eeae0" rid="a-662bb88f2eaf" ref-type="aff">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name id="name-d633ee162ead4ff7ae5473bd844fcf60">
            <surname>Vickram</surname>
            <given-names/>
          </name>
          <xref id="x-56700abb5cbc" rid="aff-f7f7f13e1e5f4d168e6223cd39382aeb" ref-type="aff">3</xref>
        </contrib>
        <aff id="aff-0eb059d3e91e48f08e2a17f2f7d92d83">
          <institution>Post graduate, Kannur University</institution>
          <addr-line>Kerala</addr-line>
        </aff>
        <aff id="a-662bb88f2eaf">
          <institution>Associate Professor, Department of Biochemistry, Basaveshwara Medical College and Hospital</institution>
          <addr-line>Chitradurga, Karnataka, 577502</addr-line>
          <country country="IN">India</country>
        </aff>
        <aff id="aff-f7f7f13e1e5f4d168e6223cd39382aeb">
          <institution>Professor, Department of Biochemistry, Basaveshwara Medical College and Hospital</institution>
          <addr-line>Chitradurga, Karnataka, 577502</addr-line>
          <country country="IN">India</country>
        </aff>
      </contrib-group>
      <volume>2</volume>
      <issue>2</issue>
      <firstpage>38</firstpage>
      <permissions>
        <copyright-year>2021</copyright-year>
      </permissions>
      <abstract id="abstract-abstract-title-8f99c618261146c6b2d323a2e789cbc7">
        <title id="abstract-title-8f99c618261146c6b2d323a2e789cbc7">Abstract</title>
        <p id="paragraph-30fae2eb1f6742c7a55c2fdf9910e62f">Insulin resistance (IR) is the principle etiological factor for development and progression of type-2 diabetes mellitus (T2DM) and decreased insulin function. Independently, increased serum uric acid (SUA) is known to play a critical role in the development of T2DM as well as in progression of its complications. To assess the correlation between SUA levels and IR in diabetic patients, data with lab investigations of HbA1c, fasting levels of serum glucose, UA, TAG, HDL-C of confirmed and known cases of T2DM were collected from the Hospital Biochemistry Laboratory, DMWIMS Hospital, Wayanad, Kerala. Fasting ratio of TAG to HDL-C was used as an index for IR. A significant increase in fasting serum glucose, SUA, HBA1C, TAG, TAG/HDL-C ratio (IR) and a significant decrease in HDL-C were observed in data of cases when compared with the data of normal healthy subjects. This study shows a positive correlation between SUA levels and IR in known cases of T2DM.</p>
      </abstract>
      <kwd-group id="kwd-group-d315e2779b7a46af97b4dbcc3cc5b62a">
        <title>Keywords</title>
        <kwd>­ type­2 diabetes mellitus</kwd>
        <kwd>serum uric acid</kwd>
        <kwd>insulin resistance</kwd>
      </kwd-group>
      <funding-group>
        <funding-statement>None</funding-statement>
      </funding-group>
    </article-meta>
  </front>
  <body>
    <sec>
      <title id="title-14a7112d1fab46c8a30fcc12c6972a4d">Introduction</title>
      <p id="paragraph-4c0783a18361418584c87e9f543991cb">Insulin resistance (IR) is the principle etiological factor for development and progression of type-2 diabetes mellitus (T2DM) and decreased insulin function. Independently, increased serum uric acid (SUA) is known to play a critical role in the development of T2DM as well as in progression of its complications <xref id="xref-96c02eb6d8ba488590c16d9488766456" rid="R114835922619900" ref-type="bibr">1</xref>. However, hyperuricemia is not always found in diabetic individuals. Conflicting data exist about UA levels in T2DM, as low levels were found in diabetic patients, while elevated SUA is a feature of hyperinsulinemia and impaired glucose tolerance <xref id="xref-9fbfd864367b44fe98ab4a8fd6023160" rid="R114835922619906" ref-type="bibr">2</xref>.  The present study was undertaken to assess the correlation between SUA levels and IR in known cases of T2DM.﻿</p>
    </sec>
    <sec>
      <title id="title-a6d0f7e0c5ea417881f1837ecbbaaf82">Materials and Methods</title>
      <sec>
        <sec>
          <title id="t-17b2fc818889">
            <bold id="strong-d75a1520735941068291da934f6a05fa">Study Setting &amp; Data Source</bold>
          </title>
          <p id="p-6e28dc41aa80">A retrospective observational case control study was conducted in DM WIMS Hospital, Wayanad, Kerala, in collaboration with Department of Medical Biochemistry, School of Health Sciences, Palayad, Kannur University, Kerala, during the period from May 2019 to July 2019. Institutional Research Committee approval has been taken for conducting this study. A year data (from Jan 2018-Jan 2019) of confirmed and known cases of T2DM were collected along with the normal subjects’ data, from the Hospital Biochemistry Laboratory. </p>
          <p id="p-0b107b9c53d2"/>
        </sec>
        <sec>
          <title id="t-f9ed82db527b">
            <bold id="strong-1">Study Subjects &amp; Groups</bold>
          </title>
          <p id="t-ee6e9673a52e"/>
          <p id="p-b57b677a171e">The present study included data of total of 107 subjects out of whom 52 were of healthy normal individuals and 55 were of known cases of T2DM and were grouped as Group-1 and Group-2 respectively. The normal subjects had a mean age of 43.13 ± 5.98 years of which 23 were males and 29 were female and diabetic subjects had mean age of 61.06 ± 13.19 years of which 31 were males and 24 were females. <bold id="strong-b90a6ce6d3ef4c9b9c6f22806228dfe8">Inclusion criteria:</bold> Both male and female patients &gt;35 years of age with known case of T2DM were included in this study. <bold id="strong-06263fb4e1fb49d9892cf76f11579283">Exclusion criteria:</bold> Patients with Type-1 DM, patients with acute complications of DM, those with a history of acute infections and other ailments like gross congestive heart failure, tuberculosis, gout, rheumatoid arthritis and skeletal muscle injury, those with serum creatinine levels of &gt;1.5 mg/dl, renal failure, diabetic nephropathy, uric acid lowering drugs, were excluded from the study.</p>
        </sec>
        <sec>
          <title id="t-3cfd347e7a4f">
            <bold id="strong-328963eb9f4e4ac9a983bf3680746a18">Study Parameters</bold>
            <bold id="strong-7641ca9c1ee7407487108efad68d1689"> </bold>
          </title>
          <p id="p-0e36d6cb35f7"/>
          <p id="p-b7683bbafe64">Data of fasting serum levels of glucose (FBS), uric acid (UA), Triacylglycerol (TAG), High density lipoprotein- Cholesterol (HDL-C) and Glycated Hb (HbA1c), of both type-2 diabetic and normal subjects were assessed for the present study. Estimation principles of the studied parameters were as follows: Glucose by hexokinase method <xref rid="R114835922619914" ref-type="bibr">3</xref>, <xref rid="R114835922619903" ref-type="bibr">4</xref>, HbA1c by HPLC method <xref id="xref-584ed6a677314cc6a9387a3f149e2fa1" rid="R114835922619915" ref-type="bibr">5</xref> TAG by enzymatic colorimetric test <xref id="xref-3eb21a59e58b4c8c9387196aea84b641" rid="R114835922619902" ref-type="bibr">6</xref>, HDL-C by homogenous enzymatic colorimetric assay <xref rid="R114835922619916" ref-type="bibr">7</xref>, <xref rid="R114835922619913" ref-type="bibr">8</xref>, UA by enzymatic colorimetric test <xref rid="R114835922619912" ref-type="bibr">9</xref>, <xref rid="R114835922619910" ref-type="bibr">10</xref>. Data of serum TAG and serum HDL-C were used to calculate IR. There are many limitations to establish direct methods for measuring insulin resistance <italic id="e-685dc97650b1">in vivo</italic>. So, an indirect method is used for calculating IR index. TAG to HDL-C ratio is the indirect method <xref rid="R114835922619907" ref-type="bibr">11</xref>, <xref rid="R114835922619898" ref-type="bibr">12</xref>, <xref rid="R114835922619909" ref-type="bibr">13</xref>, that has been reported to be closely related to IR in adults. All the parameters were estimated using Roche Cobas Integra 400 -Plus fully automated analyzer.</p>
        </sec>
        <sec>
          <title id="t-f1d1c6e14c36">
            <bold id="strong-69ae32a526f14e68a339a0017325741c">Statistical Evaluation</bold>
          </title>
          <p id="p-ef2d0b2c52e7"/>
          <p id="paragraph-fc114cae3da342329e530709828f893a">Data analysis was done using SPSS software version 24 (IBM, Armonk, NY, USA). The data were expressed as their Mean ± SD and the statistical significance was calculated using Mann Whitney U test. p &lt; 0.05 was considered as significant and p &lt; 0.001 was considered to be statistically highly significant. Pearson correlation ‘r’ was used to assess the correlation between serum uric acid levels and insulin resistance</p>
        </sec>
      </sec>
    </sec>
    <sec>
      <title id="title-c417d520f0d4415082f2c6e607add942">Results</title>
      <p id="paragraph-893730040c324d06adb3b3d51a414f3b">The results of the present study are depicted in <xref id="x-46d4b395d98f" rid="table-wrap-1c7654691cf54667813149154db0a5e5" ref-type="table">Table 1</xref>  and <xref id="x-806d0c271476" rid="figure-79dfca33e5c04c7fa1b79f1d1bfced3b" ref-type="fig">Figure 1</xref>.</p>
      <table-wrap id="table-wrap-1c7654691cf54667813149154db0a5e5" orientation="portrait" position="anchor">
        <label>Table 1</label>
        <caption id="caption-8e68d20903704fb69856f90920fc06b7">
          <title id="title-b6c09b47e80a4978914b77c0fa504751">Showing fasting levels of serum glucose, SUA, HbA1c, serum TAG, serum HDL-C &amp; IR as ratio of TAG/HDL-C, in both Group-1 &amp; Group-2 subjects</title>
        </caption>
        <table id="table-44dec8bd02e4438e98e6c4fd6acda64f" rules="rows">
          <colgroup>
            <col width="15.77"/>
            <col width="12.23"/>
            <col width="12.41"/>
            <col width="14.709999999999997"/>
            <col width="15.41"/>
            <col width="14.18"/>
            <col width="15.29"/>
          </colgroup>
          <tbody id="table-section-bfdbe87d9bb045818db035f805dc7ec6">
            <tr id="table-row-67521b2dd254416da8784b95fb48c897">
              <td id="table-cell-5241303f2640452da9d1add3bca584b3" align="left">
                <p id="paragraph-486b7c867a2940188527ec78b4136c50">  <bold id="strong-134301b6d30543feb1d496c4684e797d">Parameters</bold></p>
              </td>
              <td id="table-cell-72f1d6e936534e728b17c56dd435b317" align="left">
                <p id="paragraph-8504e7edf81f4bf58dbd7eed295a36a8">  <bold id="strong-9fb97989f2424a99b94456f66bdb4538">FBS</bold> <bold id="strong-09880ca9b28e4c5999a1d9ac8d108525">mg/dL</bold></p>
              </td>
              <td id="table-cell-acbb4e056d4a4d3fbfad847d743ab078" align="left">
                <p id="paragraph-56c528c281ed471b97c48d35fec767d6">  <bold id="strong-73d8ae950415473cb44566e854dfb927">HbA1C</bold> <bold id="strong-2df8c882a50843b6a537855a24693d2c">%</bold></p>
              </td>
              <td id="table-cell-533691685de746feaef0b5e634d095f3" align="left">
                <p id="paragraph-ee1cbd64a82144c894ea671f734eff92">  <bold id="strong-1d2a7c003df0453aae90575c25a4c7e9">SUA</bold> <bold id="strong-9806dd7582744980bc622cac70c34573">mg/dL</bold></p>
              </td>
              <td id="table-cell-82bd8507fb58455097e7f0a35b6d8cd1" align="left">
                <p id="paragraph-5d5826cb5aba41b3bd17716853ad34cf">  <bold id="strong-305409ce249d4f25bace3d265cae50b7">TAG</bold> <bold id="strong-dffa1909acf146328528d64eefac29e1">mg/dL</bold></p>
              </td>
              <td id="table-cell-c2bff8aea8f845ca8b6edbf8f0d8711a" align="left">
                <p id="paragraph-21f4617da531472ea3a5acaee6097441">  <bold id="strong-58d038e47c024c45a55c68c353657871">HDL-C</bold> <bold id="strong-ed0e11b87c114637abbe2e4684e74810">mg/dL</bold></p>
              </td>
              <td id="table-cell-2f610c3d8b01448baf0b59c3b9fcfbc6" align="left">
                <p id="paragraph-3bde3cf6f44d4862ba38fff798523789">  <bold id="strong-d002adb0f0844fd09eb6926d057cdc8a">IR</bold> <bold id="strong-b1bdafa4047a4d96a63824cdee2ee1ae">[TAG/HDL-C ratio]</bold></p>
              </td>
            </tr>
            <tr id="table-row-56b3a8d603384167a918e04cf881a4b8">
              <td id="table-cell-0106677065f04f6a97b47cae027151a6" align="left">
                <p id="paragraph-98df43da5dd8479d9497d94b1d83c521">  Group-1 (52)</p>
              </td>
              <td id="table-cell-720a7ee2bd5f4c8d927e03c44d39524e" align="left">
                <p id="paragraph-f9dbbc79227e4faaaf29fe4fe5fa5e13">  87.15±6.94</p>
              </td>
              <td id="table-cell-a0da5db8cc4749a4a580d0e422ea7397" align="left">
                <p id="paragraph-03ec73f2a00e48ccaf38506036cb15b2">  5.01±0.36</p>
              </td>
              <td id="table-cell-c69a9185d83742e8b1caf2eebf2451b0" align="left">
                <p id="paragraph-021be1f243664d8d96be4d8f699aa08f">  4.63±1.14</p>
              </td>
              <td id="table-cell-b980caced0f94d0f8c56eac1df6b5429" align="left">
                <p id="paragraph-bf3bd06343554b47aaf2014db9dc95f4">  99.32±22.95</p>
              </td>
              <td id="table-cell-30bcd3e8b0bb4ce2a8df04c8b6080095" align="left">
                <p id="paragraph-127b3a039e1b4f2bbc8a99e39684ff43">  47.18±11.66</p>
              </td>
              <td id="table-cell-fcb14c22b98d49509656de375c79a5fe" align="left">
                <p id="paragraph-8344185f33b6422d9648dd14043b4e98">  2.22±0.66</p>
              </td>
            </tr>
            <tr id="table-row-e9b4c4abe6554c60a46b94df2ddd7e36">
              <td id="table-cell-eb884e3e213d4434a8c0913c7aec8ef9" align="left">
                <p id="paragraph-0be162f2c5fc402f84fff31b33976660">  Group-2 (55)</p>
              </td>
              <td id="table-cell-c1e513d89fb94cb99af982196018681a" align="left">
                <p id="paragraph-765536f989de46849b0061c680a492c6">  198.34±65.79</p>
              </td>
              <td id="table-cell-06425dc10dbc4fd4be748079752ea2ff" align="left">
                <p id="paragraph-92c6cd17b0014365b756440441cf27b5">  9.50±2.04</p>
              </td>
              <td id="table-cell-b6d5a6bda6434e0288403b404df2e871" align="left">
                <p id="paragraph-d8bb6f5568f4485283042f20fa7f1840">  8.30±1.30 </p>
              </td>
              <td id="table-cell-af9d9dee2a314cd383d07eaf96495e99" align="left">
                <p id="paragraph-2ebb229a364740ae80218b0ca1e84fe8">  213.05±47.19</p>
              </td>
              <td id="table-cell-48c8cd1dfd2a4d7da1c5d8a624423e43" align="left">
                <p id="paragraph-fee4517a010747aab3c9a91ea54991a0">  40.07±9.79</p>
              </td>
              <td id="table-cell-e07f1bfffa9f4d319c0e2e468ce88c8c" align="left">
                <p id="paragraph-41bb7e725f2245f3afeb9abc48b3f3e7">  5.47±1.47</p>
              </td>
            </tr>
            <tr id="table-row-6df62951301343f4b4054f9e309d9ce3">
              <td id="table-cell-4b489a28a16743668f7569ddb35d3a84" align="left">
                <p id="paragraph-4c5cbccfb1f44bf784d66cf2c7ad8ac5">  P value</p>
              </td>
              <td id="table-cell-85895e43077649d1b8a193570c5015b8" align="left">
                <p id="paragraph-eb7e1b181e5f484bb6251b9a82bcedc2">  &lt; 0.001</p>
              </td>
              <td id="table-cell-8967da1d046a40cfb817c9248acf5bc3" align="left">
                <p id="paragraph-2c86f2520ad84dde815e90a0698a9d7a">  &lt; 0.001</p>
              </td>
              <td id="table-cell-bd6bb7aeb671454387bf4d925b06927f" align="left">
                <p id="paragraph-b9201727bd8f4649a7a6f2c9adfbc3eb">  &lt; 0.001</p>
              </td>
              <td id="table-cell-231b561640504f12bd89515be8bcc213" align="left">
                <p id="paragraph-974e59464a3d47a7b76e68f4327f37bb">  &lt; 0.001</p>
              </td>
              <td id="table-cell-7b4b4b3890f74a418e4befb4ec333abc" align="left">
                <p id="paragraph-c86ec4d79fc245e99c1023a32cdff9fd">  &lt; 0.002</p>
              </td>
              <td id="table-cell-79c3ddc4e2ca4dd483a5e1ba8319038f" align="left">
                <p id="paragraph-8ac896fd1db44bee86bc37d5efb0cc61">  &lt; 0.001</p>
              </td>
            </tr>
          </tbody>
        </table>
        <table-wrap-foot/>
      </table-wrap>
      <p id="p-cab51164ffd5"/>
      <p id="paragraph-0707233485f34994a9e824688851d549"><xref id="x-5ce9a998c50a" rid="figure-79dfca33e5c04c7fa1b79f1d1bfced3b" ref-type="fig">Figure 1</xref>: Showing Pearson’s correlation co-efficient for the correlation between SUA levels and TG/HDL -C ratio (IR) among Group-2 subjects</p>
      <fig id="figure-79dfca33e5c04c7fa1b79f1d1bfced3b" position="anchor" orientation="portrait" fig-type="graphic">
        <label>Figure 1 </label>
        <caption id="caption-df2d8c03b3294758b7600b2ec3c369df">
          <title id="title-92bd2f5f8d2545ec9afa10514572627b">Pearson's correlation co-efficent  r=0.6 Insulin resistance (IR) was indirectly calculated as TAG/HDL-C ratio</title>
        </caption>
        <graphic id="graphic-a6743e0d8c4e4f849052065abf2c5713" xlink:href="https://s3-us-west-2.amazonaws.com/typeset-prod-media-server/5620479d-0d15-4e03-b031-6472df862b52image1.png"/>
      </fig>
    </sec>
    <sec>
      <title id="title-53045b7f8b9b432198b4a1d4b3141298">Discussion</title>
      <p id="paragraph-fe53851920f04c6a84dc2488cf52eb77">The association of hyperuricemia and development of T2DM have been observed by various researchers <xref rid="R114835922619900" ref-type="bibr">1</xref>, <xref rid="R114835922619917" ref-type="bibr">14</xref>. Many studies have also shown that elevated levels of SUA may lead to progression of chronic complications such as CVD and CKD in diabetic patients <xref rid="R114835922619901" ref-type="bibr">15</xref>, <xref rid="R114835922619905" ref-type="bibr">16</xref>, <xref rid="R114835922619904" ref-type="bibr">17</xref>. Hyperuricemia &amp; hypertriglyceridemia are suggested to be associated with insulin resistance syndrome <xref rid="R114835922619918" ref-type="bibr">18</xref>, <xref rid="R114835922619897" ref-type="bibr">19</xref>, <xref rid="R114835922619908" ref-type="bibr">20</xref>.</p>
      <p id="paragraph-1641df8b177148b69916bf3c97db20ab">The results of the present study show a positive correlation (r = 0.605) between SUA &amp; IR (calculated indirectly by measuring the ratio of TAG/HDL-C) [refer <xref id="x-9ebf79d1508d" rid="table-wrap-1c7654691cf54667813149154db0a5e5" ref-type="table">Table 1</xref> &amp; <xref id="x-e9ce013ed524" rid="figure-79dfca33e5c04c7fa1b79f1d1bfced3b" ref-type="fig">Figure 1</xref>]. This is consistent with the recent meta-analysis by Xu et al <xref id="xref-38d3c51583cd4e7fb921ef7dc0fe261e" rid="R114835922619919" ref-type="bibr">21</xref>. The mechanism for uric acid-induced insulin resistance appears to be mediated by the development of mitochondrial oxidative stress and impairment of insulin-dependent stimulation of nitric oxide in endothelial cells, mediated by the expression of CRP <xref id="xref-131401eb67ae4376aa445a8e1854bf3f" rid="R114835922619911" ref-type="bibr">22</xref>. Pilot studies in humans have reported a potential benefit of lowering SUA on IR <xref id="xref-9eb701ff512b431cb97d31fc7e96144b" rid="R114835922619899" ref-type="bibr">23</xref>. </p>
    </sec>
    <sec>
      <title id="title-4a7ad40d6f4c43f8be53b6c959d63f39">Limitations of the study</title>
      <p id="paragraph-2fba2257e9cd455ab426cc01731e18b7">This study may come short of generalizability and authenticity due to small sample size, not analyzing sufficient dependent and independent variables, and fails to account for any confounders effect.</p>
    </sec>
    <sec>
      <title id="title-03584dc61f8948ad82a329111d679295">Conclusion</title>
      <p id="paragraph-b7ca548e352948eba198418d7e2653b7">The present study shows a positive correlation between SUA and IR in type-2 diabetic patients suggesting that SUA may serves as a better risk indicator of IR status. Lowering SUA may prove to be a simple and inexpensive strategy to help prevent the development of diabetes and/or its complications and to slow down the epidemic. Large clinical trials with SUA lowering drugs are recommended. </p>
    </sec>
  </body>
  <back>
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