<?xml version="1.0" encoding="utf-8"?>
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<article article-type="research-article" dtd-version="1.0" xml:lang="en" 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">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">jkd</journal-id>
<journal-title-group>
<journal-title>The Journal of Korean Diabetes</journal-title>
<abbrev-journal-title>J Korean Diabetes</abbrev-journal-title>
</journal-title-group>
<issn pub-type="ppub">2233-7431</issn>
<issn pub-type="epub">2714-0547</issn>
<publisher>
<publisher-name>Korean Diabetes Association</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.4093/jkd.2013.14.1.6</article-id>
<article-id pub-id-type="publisher-id">jkd-14-6</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Statement</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Diabetes Risk Score for Korean Adults</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name name-style="western" xml:lang="en">
<surname>Lee</surname><given-names>Yong-ho</given-names></name>
<xref ref-type="aff" rid="aff1-jkd-14-6"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name name-style="western" xml:lang="en">
<surname>Kim</surname><given-names>Dae Jung</given-names></name>
<xref ref-type="aff" rid="aff2-jkd-14-6"><sup>2</sup></xref>
</contrib>
<aff id="aff1-jkd-14-6" xml:lang="en"><label>1</label>Department of Internal Medicine, Yonsei University College of Medicine, Seoul, <country>Korea</country></aff>
<aff id="aff2-jkd-14-6" xml:lang="en"><label>2</label>Department of Endocrinology and Metabolism, Ajou University School of Medicine, Suwon, <country>Korea</country></aff>
</contrib-group>
<author-notes>
<corresp id="c1-jkd-14-6">&#xAD50;&#xC2E0;&#xC800;&#xC790;&#x3A;&#x20;&#xAE40;&#xB300;&#xC911;&#x2C;&#x20;&#xACBD;&#xAE30;&#xB3C4;&#x20;&#xC218;&#xC6D0;&#xC2DC;&#x20;&#xD314;&#xB2EC;&#xAD6C;&#x20;&#xC6D0;&#xCC9C;&#xB3D9;&#x20;&#xC0B0;&#x35;&#xBC88;&#xC9C0;&#x20;&#xC544;&#xC8FC;&#xB300;&#xD559;&#xAD50;&#xBCD1;&#xC6D0;&#x20;&#xB0B4;&#xBD84;&#xBE44;&#xB0B4;&#xACFC;&#x2C; E-mail: <email>djkim@ajou.ac.kr</email></corresp>
</author-notes>
<pub-date pub-type="ppub"><month>1</month><year>2013</year></pub-date>
<pub-date pub-type="epub"><day>7</day><month>1</month><year>2013</year></pub-date>
<volume>14</volume><issue>1</issue>
<fpage>6</fpage><lpage>10</lpage>
<permissions>
<copyright-statement>Copyright &#x00A9; 2013 Korean Diabetes Association</copyright-statement>
<copyright-year>2013</copyright-year>
<license><license-p>This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (<ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by-nc/3.0/">http://creativecommons.org/licenses/by-nc/3.0/</ext-link>) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p></license>
</permissions>
<abstract xml:lang="en">
<title>Abstract</title>
<p>Type 2 diabetes mellitus is one of the most common chronic metabolic disorders in the world, and its prevalence is rapidly increasing. According to an analysis of the 2010 Korea National Health and Nutrition Examination Survey (KNHANES), the overall prevalence of diabetes in Korea increased to 10.1% (3.2 million people) in 2010. Among middle-aged Korean adults, one out of two respondents was first diagnosed with diabetes by the survey, indicating that a significant number of individuals may potentially be at risk for undiagnosed diabetes. Therefore, early screening and detection of diabetes is essential to avoid diabetes-related morbidity, reduce health care costs, and prevent the deterioration of quality of life. Many risk-score questionnaires and algorithms for use in various countries and ethnic groups to identify people at high risk for diabetes have been proposed. We developed and validated a self-assessment score for diabetes risk in Korean adults. Although further prospective studies are needed to evaluate the utility and feasibility of this score in various settings, this self-assessment score may be useful for identifying Korean adults at high risk for diabetes.</p>
</abstract>
<kwd-group xml:lang="en">
<kwd>Risk assessment</kwd>
<kwd>Diabetes mellitus</kwd>
<kwd>Self-assessment</kwd>
</kwd-group>
</article-meta>
</front>
<back>
<ref-list xml:lang="en">
<title>REFERENCES</title>
<ref id="b1-jkd-14-6"><label>1.</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>SKim</surname> <given-names>DJ</given-names></name></person-group> <article-title>The epidemiology of diabetes in Korea</article-title> <source>Diabetes Metab J</source> <year>2011</year><volume>35</volume><fpage>303</fpage><lpage>8</lpage></element-citation></ref>
<ref id="b2-jkd-14-6"><label>2.</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>SChoi</surname> <given-names>YJ</given-names></name> <name><surname>Kim</surname> <given-names>HC</given-names></name> <name><surname>Kim</surname> <given-names>HM</given-names></name> <name><surname>Park</surname> <given-names>SW</given-names></name> <name><surname>Kim</surname> <given-names>J</given-names></name> <name><surname>Kim</surname> <given-names>DJ</given-names></name></person-group> <article-title>Prevalence and management of diabetes in Korean adults: Korea National Health and Nutrition Examination Surveys 1998-2005</article-title> <source>Diabetes Care</source> <year>2009</year><volume>32</volume><fpage>2016</fpage><lpage>20</lpage></element-citation></ref>
<ref id="b3-jkd-14-6"><label>3.</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>SBang</surname> <given-names>H</given-names></name> <name><surname>Edwards</surname> <given-names>AM</given-names></name> <name><surname>Bomback</surname> <given-names>AS</given-names></name> <name><surname>Ballantyne</surname> <given-names>CM</given-names></name> <name><surname>Brillon</surname> <given-names>D</given-names></name> <name><surname>Callahan</surname> <given-names>MA</given-names></name> <name><surname>Teutsch</surname> <given-names>SM</given-names></name> <name><surname>Mushlin</surname> <given-names>AI</given-names></name> <name><surname>Kern</surname> <given-names>LM</given-names></name></person-group> <article-title>Development and validation of a patient self-assessment score for diabetes risk</article-title> <source>Ann Intern Med</source> <year>2009</year><volume>151</volume><fpage>775</fpage><lpage>83</lpage></element-citation></ref>
<ref id="b4-jkd-14-6"><label>4.</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>SRamachandran</surname> <given-names>A</given-names></name> <name><surname>Snehalatha</surname> <given-names>C</given-names></name> <name><surname>Vijay</surname> <given-names>V</given-names></name> <name><surname>Wareham</surname> <given-names>NJ</given-names></name> <name><surname>Colagiuri</surname> <given-names>S</given-names></name></person-group> <article-title>Derivation and validation of diabetes risk score for urban Asian Indians</article-title> <source>Diabetes Res Clin Pract</source> <year>2005</year><volume>70</volume><fpage>63</fpage><lpage>70</lpage></element-citation></ref>
<ref id="b5-jkd-14-6"><label>5.</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>SLindstrom</surname> <given-names>J</given-names></name> <name><surname>Tuomilehto</surname> <given-names>J</given-names></name></person-group> <article-title>The diabetes risk score: a practical tool to predict type 2 diabetes risk</article-title> <source>Diabetes Care</source> <year>2003</year><volume>26</volume><fpage>725</fpage><lpage>31</lpage></element-citation></ref>
<ref id="b6-jkd-14-6"><label>6.</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>SHippisley-Cox</surname> <given-names>J</given-names></name> <name><surname>Coupland</surname> <given-names>C</given-names></name> <name><surname>Robson</surname> <given-names>J</given-names></name> <name><surname>Sheikh</surname> <given-names>A</given-names></name> <name><surname>Brindle</surname> <given-names>P</given-names></name></person-group> <article-title>Predicting risk of type 2 diabetes in England and Wales: prospective derivation and validation of QDScore</article-title> <source>BMJ</source> <year>2009</year><volume>338</volume><fpage>b880</fpage></element-citation></ref>
<ref id="b7-jkd-14-6"><label>7.</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>SAekplakorn</surname> <given-names>W</given-names></name> <name><surname>Bunnag</surname> <given-names>P</given-names></name> <name><surname>Woodward</surname> <given-names>M</given-names></name> <name><surname>Sritara</surname> <given-names>P</given-names></name> <name><surname>Cheepudomwit</surname> <given-names>S</given-names></name> <name><surname>Yamwong</surname> <given-names>S</given-names></name> <name><surname>Yipintsoi</surname> <given-names>T</given-names></name> <name><surname>Rajatanavin</surname> <given-names>R</given-names></name></person-group> <article-title>A risk score for predicting incident diabetes in the Thai population</article-title> <source>Diabetes Care</source> <year>2006</year><volume>29</volume><fpage>1872</fpage><lpage>7</lpage></element-citation></ref>
<ref id="b8-jkd-14-6"><label>8.</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>SGao</surname> <given-names>WG</given-names></name> <name><surname>Dong</surname> <given-names>YH</given-names></name> <name><surname>Pang</surname> <given-names>ZC</given-names></name> <name><surname>Nan</surname> <given-names>HR</given-names></name> <name><surname>Wang</surname> <given-names>SJ</given-names></name> <name><surname>Ren</surname> <given-names>J</given-names></name> <name><surname>Zhang</surname> <given-names>L</given-names></name> <name><surname>Tuomilehto</surname> <given-names>J</given-names></name> <name><surname>Qiao</surname> <given-names>Q</given-names></name></person-group> <article-title>A simple Chinese risk score for undiagnosed diabetes</article-title> <source>Diabet Med</source> <year>2010</year><volume>27</volume><fpage>274</fpage><lpage>81</lpage></element-citation></ref>
<ref id="b9-jkd-14-6"><label>9.</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>SRathmann</surname> <given-names>W</given-names></name> <name><surname>Martin</surname> <given-names>S</given-names></name> <name><surname>Haastert</surname> <given-names>B</given-names></name> <name><surname>Icks</surname> <given-names>A</given-names></name> <name><surname>Holle</surname> <given-names>R</given-names></name> <name><surname>L&#x00F6;wel</surname> <given-names>H</given-names></name> <name><surname>Giani</surname> <given-names>G</given-names></name></person-group> <collab>KORA Study Group</collab> <article-title>Performance of screening questionnaires and risk scores for undiagnosed diabetes: the KORA Survey 2000</article-title> <source>Arch Intern Med</source> <year>2005</year><volume>165</volume><fpage>436</fpage><lpage>41</lpage></element-citation></ref>
<ref id="b10-jkd-14-6"><label>10.</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>SGl&#x00FC;mer</surname> <given-names>C</given-names></name> <name><surname>Vistisen</surname> <given-names>D</given-names></name> <name><surname>Borch-Johnsen</surname> <given-names>K</given-names></name> <name><surname>Colagiuri</surname> <given-names>S</given-names></name></person-group> <collab>DETECT-2 Collaboration</collab> <article-title>Risk scores for type 2 diabetes can be applied in some populations but not all</article-title> <source>Diabetes Care</source> <year>2006</year><volume>29</volume><fpage>410</fpage><lpage>4</lpage></element-citation></ref>
<ref id="b11-jkd-14-6"><label>11.</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>SLee</surname> <given-names>YH</given-names></name> <name><surname>Bang</surname> <given-names>H</given-names></name> <name><surname>Kim</surname> <given-names>HC</given-names></name> <name><surname>Kim</surname> <given-names>HM</given-names></name> <name><surname>Park</surname> <given-names>SW</given-names></name> <name><surname>Kim</surname> <given-names>DJ</given-names></name></person-group> <article-title>A simple screening score for diabetes for the Korean population: development, validation, and comparison with other scores</article-title> <source>Diabetes Care</source> <year>2012</year><volume>35</volume><fpage>1723</fpage><lpage>30</lpage></element-citation></ref>
<ref id="b12-jkd-14-6"><label>12.</label><element-citation publication-type="book"><collab>SMinistry of Health and Welfare</collab> <source>Korea National Health and Nutrition Examination Survey (KNHANES) 2008</source> <publisher-loc>Seoul</publisher-loc> <publisher-name>Ministry of Health and Welfare</publisher-name> <year>2009</year></element-citation></ref>
<ref id="b13-jkd-14-6"><label>13.</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>SHeikes</surname> <given-names>KE</given-names></name> <name><surname>Eddy</surname> <given-names>DM</given-names></name> <name><surname>Arondekar</surname> <given-names>B</given-names></name> <name><surname>Schlessinger</surname> <given-names>L</given-names></name></person-group> <article-title>Diabetes Risk Calculator: a simple tool for detecting undiagnosed diabetes and pre-diabetes</article-title> <source>Diabetes Care</source> <year>2008</year><volume>31</volume><fpage>1040</fpage><lpage>5</lpage></element-citation></ref>
<ref id="b14-jkd-14-6"><label>14.</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>SBaan</surname> <given-names>CA</given-names></name> <name><surname>Ruige</surname> <given-names>JB</given-names></name> <name><surname>Stolk</surname> <given-names>RP</given-names></name> <name><surname>Witteman</surname> <given-names>JC</given-names></name> <name><surname>Dekker</surname> <given-names>JM</given-names></name> <name><surname>Heine</surname> <given-names>RJ</given-names></name> <name><surname>Feskens</surname> <given-names>EJ</given-names></name></person-group> <article-title>Performance of a predictive model to identify undiagnosed diabetes in a health care setting</article-title> <source>Diabetes Care</source> <year>1999</year><volume>22</volume><fpage>213</fpage><lpage>9</lpage></element-citation></ref>
<ref id="b15-jkd-14-6"><label>15.</label><element-citation publication-type="journal"><person-group person-group-type="author"><name><surname>SLim</surname> <given-names>NK</given-names></name> <name><surname>Park</surname> <given-names>SH</given-names></name> <name><surname>Choi</surname> <given-names>SJ</given-names></name> <name><surname>Lee</surname> <given-names>KS</given-names></name> <name><surname>Park</surname> <given-names>HY</given-names></name></person-group> <article-title>A risk score for predicting the incidence of type 2 diabetes in a middle-aged Korean cohort: the Korean genome and epidemiology study</article-title> <source>Circ J</source> <year>2012</year><volume>76</volume><fpage>1904</fpage><lpage>10</lpage></element-citation></ref>
</ref-list>
<sec sec-type="display-objects">
<title>Figures and Tables</title>
<fig id="F1-jkd-14-6" position="anchor">
<label>Fig. 1.</label>
<caption xml:lang="en"><p>Self-assessment screening questionnaire for undiagnosed participants, recommended for use by health care providers and laypersons. Adapted from Lee YH et al. Diabetes Care 2012;35:1723-30[11].</p></caption>
<graphic xlink:href="jkd-14-6f1.tif"/>
</fig>
<fig id="F2-jkd-14-6" position="anchor">
<label>Fig. 2.</label>
<caption xml:lang="en"><p>Calculation of risk scores to predict a 4-year risk for type 2 diabetes (from KoGES). Adapted from Lim NK, et al. Circ J 2012;76:1904-10[15].</p></caption>
<graphic xlink:href="jkd-14-6f2.tif"/>
</fig>
<table-wrap id="T1-jkd-14-6" position="float">
<label>Table 1.</label>
<caption xml:lang="en"><p>Logistic regression analyses for related factors for undiagnosed diabetes</p></caption>
<table frame="hsides" rules="all">
<thead>
<tr>
<th valign="middle" align="left">Variables</th>
<th valign="middle" align="center">&#x03B2;-Coefficient</th>
<th valign="middle" align="center">Odds ratio (95% CI)</th>
<th valign="middle" align="center"><italic>P</italic></th>
<th valign="middle" align="center">Score assigned</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Intercept</td>
<td valign="middle" align="center">&#x2212;5.608</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">&#x00A0;</td>
</tr>
<tr>
<td valign="middle" align="left">Age (yr)</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">&#x00A0;</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x003C; 35</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;35&#x2013;44</td>
<td valign="middle" align="center">1.068</td>
<td valign="middle" align="center">2.91 (1.74&#x2013;4.88)</td>
<td valign="middle" align="center">&#x003C; 0.0001</td>
<td valign="middle" align="center">2</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2265; 45</td>
<td valign="middle" align="center">1.305</td>
<td valign="middle" align="center">3.69 (2.23&#x2013;6.11)</td>
<td valign="middle" align="center">&#x003C; 0.0001</td>
<td valign="middle" align="center">3</td>
</tr>
<tr>
<td valign="middle" align="left">Family history of diabetes</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">&#x00A0;</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;No</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Yes</td>
<td valign="middle" align="center">0.621</td>
<td valign="middle" align="center">1.86 (1.29&#x2013;2.68)</td>
<td valign="middle" align="center">0.0008</td>
<td valign="middle" align="center">1</td>
</tr>
<tr>
<td valign="middle" align="left">Hypertension</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">&#x00A0;</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;No</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Yes</td>
<td valign="middle" align="center">0.417</td>
<td valign="middle" align="center">1.52 (1.17-1.97)</td>
<td valign="middle" align="center">0.0018</td>
<td valign="middle" align="center">1</td>
</tr>
<tr>
<td valign="middle" align="left">Waist circumference (male/female) (cm)</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">&#x00A0;</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x003C; 84/77</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;84&#x2013;89.9/77&#x2013;83.9</td>
<td valign="middle" align="center">0.779</td>
<td valign="middle" align="center">2.18 (1.47&#x2013;3.24)</td>
<td valign="middle" align="center">0.0001</td>
<td valign="middle" align="center">2</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2265; 90/84</td>
<td valign="middle" align="center">1.161</td>
<td valign="middle" align="center">3.19 (2.20&#x2013;4.64)</td>
<td valign="middle" align="center">&#x003C; 0.0001</td>
<td valign="middle" align="center">3</td>
</tr>
<tr>
<td valign="middle" align="left">Smoking status</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">&#x00A0;</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Never or ex-smoker</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Current smoker</td>
<td valign="middle" align="center">0.386</td>
<td valign="middle" align="center">1.47 (1.08&#x2013;2.01)</td>
<td valign="middle" align="center">0.0155</td>
<td valign="middle" align="center">1</td>
</tr>
<tr>
<td valign="middle" align="left">Alcohol intake (drinks/day)</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">&#x00A0;</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x003C; 1</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">&#x00A0;</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;1&#x2013;4.9</td>
<td valign="middle" align="center">0.493</td>
<td valign="middle" align="center">1.64 (1.16&#x2013;2.32)</td>
<td valign="middle" align="center">0.0055</td>
<td valign="middle" align="center">1</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;&#x2265; 5</td>
<td valign="middle" align="center">0.795</td>
<td valign="middle" align="center">2.21 (1.42&#x2013;3.45)</td>
<td valign="middle" align="center">0.0004</td>
<td valign="middle" align="center">2</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table1-fn1-jkd-14-6"><p>AUC=0.730: maximal score is 11. Model was fitted in the development dataset, KNHANES 2001 and 2005. Adapted from Lee YH, et al. Diabetes Care 2012;35:1723&#x2013;30[11].</p></fn>
</table-wrap-foot>
</table-wrap>
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