<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3-mathml3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:ali="http://www.niso.org/schemas/ali/1.0/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="1.3" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Acta Biochim. Pol.</journal-id>
<journal-title-group>
<journal-title>Acta Biochimica Polonica</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Acta Biochim. Pol.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">1734-154X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">15459</article-id>
<article-id pub-id-type="doi">10.3389/abp.2025.15459</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Prevalence of vitamin D deficiency and related factors among adults in Tokat province, T&#xfc;rkiye: a community-based cross-sectional study</article-title>
<alt-title alt-title-type="left-running-head">Katar et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/abp.2025.15459">10.3389/abp.2025.15459</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes" equal-contrib="yes">
<name>
<surname>Katar</surname>
<given-names>Muzaffer</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3177378"/>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>&#xc7;&#x131;t&#x131;l</surname>
<given-names>R&#x131;za</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>&#xd6;nder</surname>
<given-names>Yal&#xe7;&#x131;n</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Demir</surname>
<given-names>Osman</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>&#x2020;</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<label>1</label>
<institution>Department of Medical Biochemistry, Gaziosmanpasa University Faculty of Medicine</institution>, <city>Tokat</city>, <country country="TR">T&#xfc;rkiye</country>
</aff>
<aff id="aff2">
<label>2</label>
<institution>Department of Public Health, Tokat Gaziosmanpa&#x15f;a University Faculty of Medicine</institution>, <city>Tokat</city>, <country country="TR">T&#xfc;rkiye</country>
</aff>
<aff id="aff3">
<label>3</label>
<institution>Department of Biostatistics, Tokat Gaziosmanpa&#x15f;a University Faculty of Medicine</institution>, <city>Tokat</city>, <country country="TR">T&#xfc;rkiye</country>
</aff>
<author-notes>
<corresp id="c001">
<label>&#x2a;</label>Correspondence: Muzaffer Katar, <email xlink:href="mailto:drkatar@hotmail.com">drkatar@hotmail.com</email>
</corresp>
<fn fn-type="equal" id="fn001">
<label>&#x2020;</label>
<p>ORCID: Muzaffer Katar, <ext-link ext-link-type="uri" xlink:href="http://orcid.org/0000-0002-6296-2390">orcid.org/0000-0002-6296-2390</ext-link>; R&#x131;za &#xc7;&#x131;t&#x131;l, <ext-link ext-link-type="uri" xlink:href="http://orcid.org/0000-0002-7198-0195">orcid.org/0000-0002-7198-0195</ext-link>; Yal&#xe7;&#x131;n &#xd6;nder, <ext-link ext-link-type="uri" xlink:href="http://orcid.org/0000-0002-6216-513X">orcid.org/0000-0002-6216-513X</ext-link>; Osman Demir, <ext-link ext-link-type="uri" xlink:href="http://orcid.org/0000-0002-1322-2716">orcid.org/0000-0002-1322-2716</ext-link>
</p>
</fn>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-07">
<day>07</day>
<month>01</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>72</volume>
<elocation-id>15459</elocation-id>
<history>
<date date-type="received">
<day>20</day>
<month>08</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>31</day>
<month>10</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>12</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2026 Katar, &#xc7;&#x131;t&#x131;l, &#xd6;nder and Demir.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Katar, &#xc7;&#x131;t&#x131;l, &#xd6;nder and Demir</copyright-holder>
<license>
<ali:license_ref start_date="2026-01-07">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>Vitamin D deficiency is a major public health concern, worldwide yet data on the adult population in T&#xfc;rkiye remain limited. This study aimed to determine the prevalence of vitamin D deficiency and its associated risk factors in Tokat Province, T&#xfc;rkiye.</p>
</sec>
<sec>
<title>Methods</title>
<p>A population based cross-sectional study was conducted among 2,225 adults aged &#x2265;20&#xa0;years through multistage stratified cluster sampling from both urban and rural areas. Data were obtained via structured questionnaires, anthropometric measurements, and fasting blood samples. Serum 25-hydroxyvitamin D3 [25(OH)D3] levels were measured and categorized as deficient (&#x3c;10&#xa0;ng/mL), insufficient (10&#x2013;20&#xa0;ng/mL), or sufficient (&#x3e;20&#xa0;ng/mL). Multivariate logistic regression was used to identify predictors of deficiency.</p>
</sec>
<sec>
<title>Results</title>
<p>The mean age was 47.2 &#xb1; 15.2&#xa0;years, and 54.8% were women. Vitamin D deficiency was present in 38.7% and insufficiency in 46.4% of participants. Deficiency was significantly more common among women, the older adult, obese individuals, and those with lower education levels and chronic diseases (p &#x3c; 0.05). In the adjusted model female sex (aOR 0.19, 95% CI 0.14&#x2013;0.27), obesity (aOR 1.76, 95% CI 1.36&#x2013;2.28), and lower education were independent predictors of deficiency.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>Vitamin D deficiency and insufficiency are highly prevalent among adults in Tokat Province, despite adequate sunlight exposure in the region. Public health strategies/interventions should focus on high-risk groups, prioritize particularly women, older adults, and obese individuals through screening, education, and targeted supplementation.</p>
</sec>
</abstract>
<kwd-group>
<kwd>vitamin D deficiency</kwd>
<kwd>prevalence</kwd>
<kwd>obesity</kwd>
<kwd>risk factors</kwd>
<kwd>public health</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This study was funded by Tokat Gaziosmanpa&#x15f;a University BAP (Project No: 200/112).</funding-statement>
</funding-group>
<counts>
<fig-count count="1"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="40"/>
<page-count count="10"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Vitamin D deficiency is recognized as one of the most common public health problems worldwide. Low levels of vitamin D have been associated with a wide range of chronic and infectious conditions, including, diabetes (<xref ref-type="bibr" rid="B23">Hypp&#xf6;nen et al., 2001</xref>), cardiovascular disease (<xref ref-type="bibr" rid="B26">Lee et al., 2008</xref>), cancer (<xref ref-type="bibr" rid="B19">Holick, 2006a</xref>), multiple sclerosis (<xref ref-type="bibr" rid="B38">VanAmerongen et al., 2004</xref>), osteoporoz (<xref ref-type="bibr" rid="B27">Lips, 2001</xref>), autoimmune diseases (<xref ref-type="bibr" rid="B6">Cantorna et al., 2004</xref>), and microbial infections (<xref ref-type="bibr" rid="B39">White, 2008</xref>).</p>
<p>The role of vitamin D was first noted by Whistler in the 17th century in relation to rickets (<xref ref-type="bibr" rid="B30">O&#x2019;riordan and Bijvoet, 2014</xref>). By the early 1900s, its fat-soluble nature, its production through ultraviolet (UV) sunlight exposure, and its antirachitic properties were described. The discovery of the specific forms vitamin D2 (ergocalciferol) and provitamin D3 (cholecalciferol) followed in the 1930s (<xref ref-type="bibr" rid="B9">DeLuca, 2014</xref>).</p>
<p>Vitamin D plays a critical role in bone metabolism as well as in various cellular and immunological processes. Inadequate sun exposure due to cultural clothing styles or excessive use of sunscreens, along with insufficient dietary intake or lack of supplementation, are common reasons for this vitamin D deficiency (<xref ref-type="bibr" rid="B28">Lips, 2007</xref>). Tropospheric ozone has also been linked to reduced synthesis of vitamin D. Other factors such as skin pigmentation, age, body weight, malabsorption disorders, and conditions affecting vitamin D metabolism can also influence serum levels (<xref ref-type="bibr" rid="B20">Holick, 2006b</xref>).</p>
<p>Currently, plasma (or serum) 25-hydroxyvitamin D [25(OH)D] is considered the best indicator of vitamin D status (<xref ref-type="bibr" rid="B29">Manicourt and Devogelaer, 2008</xref>), reflecting total input from cutaneous synthesis, diet, and supplements (<xref ref-type="bibr" rid="B22">Holick, 2007</xref>). The circulating concentration of 25(OH)D represents the cumulative effect of dietary intake and sunlight exposure, and it is widely accepted as a reliable marker of vitamin D status (<xref ref-type="bibr" rid="B18">Holick, 1996</xref>).</p>
<p>Although there is no universal consensus on the optimal serum level of 25(OH)D, most experts define deficiency as a level below 20&#xa0;ng/mL (<xref ref-type="bibr" rid="B22">Holick, 2007</xref>). It is estimated that vitamin D deficiency affects approximately 30%&#x2013;50% of the general population worldwide, yet this widespread condition often remains undiagnosed and untreated (<xref ref-type="bibr" rid="B26">Lee et al., 2008</xref>). To date, there is limited data available regarding the vitamin D status of adults in T&#xfc;rkiye (<xref ref-type="bibr" rid="B2">Atli et al., 2005</xref>; <xref ref-type="bibr" rid="B1">Alag&#xf6;l et al., 2000</xref>; <xref ref-type="bibr" rid="B15">Guzel et al., 2001</xref>; <xref ref-type="bibr" rid="B11">Erkal et al., 2006</xref>).</p>
<p>This study aimed to determine the prevalence of vitamin D deficiency and insufficiency among adults in Tokat Province, T&#xfc;rkiye, and to identify sociodemographic and lifestyle factors associated with low vitamin D status.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and methods</title>
<sec id="s2-1">
<title>Study design, population, and sampling</title>
<p>This population-based cross-sectional study was conducted in Tokat Province, Turkey, including both urban and rural areas. The target population comprised adults aged &#x2265;20&#xa0;years, which based on the report by the Turkish Institute of Statistics as of 31 December 2021, the population in the province is 602,567.</p>
<p>Sample size was calculated assuming a 35% expected prevalence of vitamin D deficiency, 3% margin of error, 95% confidence level, and a design effect of 2, yielding a minimum required sample of 1,955 participants. Using multistage stratified proportional cluster sampling, 85 clusters (52 urban, 33 rural) representing 50% of all Family Health Units (FHUs) were selected proportionally by age and sex according to the local population pyramid. Ultimately, data were collected from 2,225 participants.</p>
<p>Individuals with a history of liver disease, renal failure, cancer, parathyroid disorders, or who were taking calcium/vitamin D supplements were excluded from the study. More clearly shown in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Flow diagram of participant selection, recruitment, and final data analysis.</p>
</caption>
<graphic xlink:href="abp-72-15459-g001.tif">
<alt-text content-type="machine-generated">Flowchart depicting a research study process in Tokat Province with adults aged twenty and over. From a target population of 421,800, 85 Family Health Units were selected, with 52 urban and 33 rural. Eligible individuals were invited, 125 excluded due to specific health conditions or supplement use. Ultimately, 2,350 participants enrolled, with 2,225 completing data collection and analysis.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s2-2">
<title>Data collection procedures</title>
<p>Data were collected between 10 April and 1 June 2013. However, given the time elapsed since data collection, changes in lifestyle, economy, and health awareness may have influenced current vitamin D status, which should be considered when interpreting these findings. Trained staff measured height, weight, waist and hip circumference using standardized protocols. Blood pressure was measured twice after a 15-min rest with a validated sphygmomanometer. Fasting blood samples were collected in the morning after an overnight fast of (at least 8&#xa0;hours). All samples were stored at &#x2212;80 &#x00B0;C. until analysis.</p>
<p>Participants completed a structured face-to-face interview that included sociodemographic characteristics, medical history, lifestyle factors, and dietary calcium intake.</p>
</sec>
<sec id="s2-3">
<title>Biochemical analyses</title>
<p>Serum 25-hydroxyvitamin D3 [25(OH)D3] concentrations were determined using Roche Elecsys Vitamin D Total III assay kits on a Roche Cobas e 601 analyzer (Roche Diagnostics, Germany).</p>
</sec>
<sec id="s2-4">
<title>Definitions</title>
<p>
<list list-type="bullet">
<list-item>
<p>Vitamin D Status: Categorized according to the 2020 Turkish Endocrinology and Metabolism Society (TEMD) guidelines as deficiency (&#x3c;10&#xa0;ng/mL), insufficiency (10&#x2013;20&#xa0;ng/mL), sufficient for bone health (&#x3e;20&#xa0;ng/mL), sufficient for extra-skeletal benefits (30&#x2013;50&#xa0;ng/mL), and intoxication (&#x3e;150&#xa0;ng/mL) (1&#xa0;ng/mL &#x3d; 2.5&#xa0;nmol/L) (<xref ref-type="bibr" rid="B33">Prevention et al., 2003</xref>).</p>
</list-item>
<list-item>
<p>Sunlight Exposure: Although direct measurement was not performed, data collection was conducted during spring, when average daily sunlight duration ranges from 6.2 to 8.0&#xa0;h with temperatures between 6.7&#xa0;&#xb0;C and 27.0&#xa0;&#xb0;C. Most rural participants engaged in outdoor farming activities between 10 AM and 4 PM, generally without sunscreen.</p>
</list-item>
</list>
</p>
</sec>
<sec id="s2-5">
<title>Statistical analysis</title>
<p>Continuous variables are reported as mean &#xb1; standard deviation, and categorical variables as frequencies and percentages. Group comparisons were performed using independent-sample t-tests or one-way ANOVA for continuous variables and chi-square tests for categorical variables. Multivariate logistic regression was used to identify factors associated with vitamin D deficiency. A two-tailed p-value &#x3c;0.05 was considered statistically significant. Analyses were conducted using IBM SPSS Statistics version 20 (IBM Corp., Armonk, NY, United States).</p>
</sec>
<sec id="s2-6">
<title>Ethics approval and permissions</title>
<p>The study protocol was reviewed and approved by the Clinical Research Ethics Committee of Tokat Gaziosmanpa&#x15f;a University Faculty of Medicine (Approval No: 13-KAEK-024). Administrative permissions were obtained from relevant health authorities prior to data collection. The present study, which utilized these samples for vitamin D status analyses, approved by the Clinical Research Ethics Committee of Tokat Gaziosmanpa&#x15f;a University Faculty of Medicine (Approval No: 21-KAEK-042). Researchers fully adhered to ethical guidelines throughout the study process, The study was supported by the Scientific Research Projects Unit (BAP) of Tokat Gaziosmanpa&#x15f;a University for assay kits (Code number: 200/112).</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>A total of 2,225 adults participated in the study, including 1,220 (54.8%) women and 1,005 (45.2%) men. The mean age was 47.17 &#xb1; 15.23&#xa0;years. Based on serum 25(OH)D3 levels, 38.7% of participants were classified as vitamin D deficient (&#x3c;10&#xa0;ng/mL), 46.4% as insufficient (10&#x2212;20 ng/mL), and only 14.9% had sufficient levels (&#x3e;20&#xa0;ng/mL) (<xref ref-type="table" rid="T1">Table 1</xref>). These findings indicate that the majority of the population has suboptimal vitamin D status.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Distribution of qualitative variables.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Variables</th>
<th colspan="4" align="center">VitD status</th>
<th rowspan="2" align="center">p</th>
</tr>
<tr>
<th align="center">Total</th>
<th align="center">Deficiency<break/>&#x3c;10&#xa0;ng/mL</th>
<th align="center">Insufficiency<break/>10&#x2013;20&#xa0;ng/mL</th>
<th align="center">Sufficiency<break/>&#x3e;20&#xa0;ng/mL</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td colspan="6" align="left">Vitamin D <italic>(Main Exposure)</italic>
</td>
</tr>
<tr>
<td align="left">Serum vitamin D level; n (%)</td>
<td align="center">2,225 (100)</td>
<td align="center">861 (38,7)</td>
<td align="center">1,033 (46,4)</td>
<td align="center">331 (14,9)</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td colspan="6" align="left">Clinical parameters</td>
</tr>
<tr>
<td align="left">Height (cm)</td>
<td align="center">162.31 &#xb1; 9.54</td>
<td align="center">161.52 &#xb1; 9.59</td>
<td align="center">162.79 &#xb1; 9.52</td>
<td align="center">162.82 &#xb1; 9.33</td>
<td align="center">0.009</td>
</tr>
<tr>
<td align="left">Weight (kg)</td>
<td align="center">75.95 &#xb1; 14.82</td>
<td align="center">75.39 &#xb1; 14.97</td>
<td align="center">76.17 &#xb1; 14.72</td>
<td align="center">76.72 &#xb1; 14.73</td>
<td align="center">0.309</td>
</tr>
<tr>
<td align="left">Waist (cm)</td>
<td align="center">106.25 &#xb1; 11.29</td>
<td align="center">106.59 &#xb1; 11.56</td>
<td align="center">106 &#xb1; 11.08</td>
<td align="center">106.14 &#xb1; 11.24</td>
<td align="center">0.521</td>
</tr>
<tr>
<td align="left">WHR</td>
<td align="center">0.89 &#xb1; 0.08</td>
<td align="center">0.88 &#xb1; 0.08</td>
<td align="center">0.89 &#xb1; 0.09</td>
<td align="center">0.89 &#xb1; 0.08</td>
<td align="center">0.213</td>
</tr>
<tr>
<td align="left">BMI (kg/m2)</td>
<td align="center">28.88 &#xb1; 5.53</td>
<td align="center">28.96 &#xb1; 5.77</td>
<td align="center">28.78 &#xb1; 5.39</td>
<td align="center">28.98 &#xb1; 5.34</td>
<td align="center">0.731</td>
</tr>
<tr>
<td align="left">sBP (mmHg)</td>
<td align="center">12.41 &#xb1; 2.25</td>
<td align="center">12.48 &#xb1; 2.22</td>
<td align="center">12.36 &#xb1; 2.26</td>
<td align="center">12.37 &#xb1; 2.33</td>
<td align="center">0.504</td>
</tr>
<tr>
<td align="left">dBP (mmHg)</td>
<td align="center">7.74 &#xb1; 1.27</td>
<td align="center">7.81 &#xb1; 1.24</td>
<td align="center">7.7 &#xb1; 1.26</td>
<td align="center">7.69 &#xb1; 1.36</td>
<td align="center">0.113</td>
</tr>
<tr>
<td colspan="6" align="left">Obesity</td>
</tr>
<tr>
<td align="center">Normal</td>
<td align="center">1,367 (61.4)</td>
<td align="center">450 (52.3)a</td>
<td align="center">678 (65.6)b</td>
<td align="center">239 (72.2)b</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="center">Obese (BK&#x130; &#x3e;&#x3d; 30)</td>
<td align="center">858 (38.6)</td>
<td align="center">411 (47.7)a</td>
<td align="center">355 (34.4)b</td>
<td align="center">92 (27.8)b</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td colspan="6" align="left">Chronic disease</td>
</tr>
<tr>
<td align="center">Absent</td>
<td align="center">1,054 (47.4)</td>
<td align="center">347 (40.3)a</td>
<td align="center">524 (50.7)b</td>
<td align="center">183 (55.3)b</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="center">Present</td>
<td align="center">1,171 (52.6)</td>
<td align="center">514 (59.7)a</td>
<td align="center">509 (49.3)b</td>
<td align="center">148 (44.7)b</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td colspan="6" align="left">Sociodemographic</td>
</tr>
<tr>
<td align="left">Age (year) &#xb1; SD</td>
<td align="center">47.17 &#xb1; 15.23</td>
<td align="center">48.4 &#xb1; 15.95</td>
<td align="center">46.44 &#xb1; 14.81</td>
<td align="center">46.29 &#xb1; 14.47</td>
<td align="center">0.011</td>
</tr>
<tr>
<td colspan="6" align="left">Gender; n (%)</td>
</tr>
<tr>
<td align="center">Woman</td>
<td align="center">1,220 (54.8)</td>
<td align="center">737 (85.6)a</td>
<td align="center">406 (39.3)b</td>
<td align="center">77 (23.3)c</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="center">Man</td>
<td align="center">1,005 (45.2)</td>
<td align="center">124 (14.4)a</td>
<td align="center">627 (60.7)b</td>
<td align="center">254 (76.7)c</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td colspan="6" align="left">Age group (year); n (%)</td>
</tr>
<tr>
<td align="center">20&#x2013;39</td>
<td align="center">889 (40)</td>
<td align="center">342 (39.7)</td>
<td align="center">408 (39.5)</td>
<td align="center">139 (42)</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="center">40&#x2013;64</td>
<td align="center">988 (44.4)</td>
<td align="center">348 (40.4)a</td>
<td align="center">494 (47.8)b</td>
<td align="center">146 (44.1)ab</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="center">65&#x2b;</td>
<td align="center">348 (15.6)</td>
<td align="center">171 (19.9)a</td>
<td align="center">131 (12.7)b</td>
<td align="center">46 (13.9)ab</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td colspan="6" align="left">Geographic localization; n (%)</td>
</tr>
<tr>
<td align="center">Urban</td>
<td align="center">1,299 (58.4)</td>
<td align="center">524 (60.9)</td>
<td align="center">583 (56.4)</td>
<td align="center">192 (58)</td>
<td align="center">0.149</td>
</tr>
<tr>
<td align="center">Rural</td>
<td align="center">926 (41.6)</td>
<td align="center">337 (39.1)</td>
<td align="center">450 (43.6)</td>
<td align="center">139 (42)</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td colspan="6" align="left">Income status; n (%)</td>
</tr>
<tr>
<td align="center">&#x3c;500 $</td>
<td align="center">1,135 (51)</td>
<td align="center">454 (52.7)</td>
<td align="center">513 (49.7)</td>
<td align="center">168 (50.8)</td>
<td align="center">0.263</td>
</tr>
<tr>
<td align="center">500&#x2013;1,000 $</td>
<td align="center">693 (31.1)</td>
<td align="center">268 (31.1)</td>
<td align="center">316 (30.6)</td>
<td align="center">109 (32.9)</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="center">&#x3e;1,000 $</td>
<td align="center">397 (17.8)</td>
<td align="center">139 (16.1)</td>
<td align="center">204 (19.7)</td>
<td align="center">54 (16.3)</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td colspan="6" align="left">Education</td>
</tr>
<tr>
<td align="center">Illiterate or literate. But no formal education</td>
<td align="center">393 (17.7)</td>
<td align="center">222 (25.8)a</td>
<td align="center">139 (13.5)b</td>
<td align="center">32 (9.7)b</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="center">Formal education under high school</td>
<td align="center">1,299 (58.4)</td>
<td align="center">490 (56.9)</td>
<td align="center">602 (58.3)</td>
<td align="center">207 (62.5)</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="center">High school or above</td>
<td align="center">533 (24)</td>
<td align="center">149 (17.3)a</td>
<td align="center">292 (28.3)b</td>
<td align="center">92 (27.8)b</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td colspan="6" align="left">Marital status</td>
</tr>
<tr>
<td align="center">Married</td>
<td align="center">1928 (86.7)</td>
<td align="center">728 (84.6)</td>
<td align="center">912 (88.3)</td>
<td align="center">288 (87)</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="center">Single</td>
<td align="center">140 (6.3)</td>
<td align="center">42 (4.9)a</td>
<td align="center">67 (6.5)ab</td>
<td align="center">31 (9.4)b</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="center">Widowed</td>
<td align="center">157 (7.1)</td>
<td align="center">91 (10.6)</td>
<td align="center">54 (5.2)</td>
<td align="center">12 (3.6)</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td colspan="6" align="left">Smoke</td>
</tr>
<tr>
<td align="center">Absent</td>
<td align="center">1,383 (62.2)</td>
<td align="center">677 (78.6)a</td>
<td align="center">554 (53.6)b</td>
<td align="center">152 (45.9)c</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="center">Present</td>
<td align="center">842 (37.8)</td>
<td align="center">184 (21.4)a</td>
<td align="center">479 (46.4)b</td>
<td align="center">179 (54.1)c</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td colspan="6" align="left">Alcohol</td>
</tr>
<tr>
<td align="center">Absent</td>
<td align="center">2017 (90.7)</td>
<td align="center">834 (96.9)a</td>
<td align="center">905 (87.6)b</td>
<td align="center">278 (84)c</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="center">Present</td>
<td align="center">208 (9.3)</td>
<td align="center">27 (3.1)a</td>
<td align="center">128 (12.4)b</td>
<td align="center">53 (16)c</td>
<td align="left">&#x200b;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Data are shown as mean &#xb1; standard devaition or frequency, percentage. Independent samples test or pearson chi-square test was used. (ab): In same row, Common letters indicate statistical insignificance.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Women were significantly more likely to be vitamin D deficient compared to men (p &#x3c; 0.001). The prevalence of deficiency (&#x3c;10&#xa0;ng/mL) was highest among older participants: individuals with lower income and education levels tended to have lower vitamin D levels (p &#x3c; 0.001). On the other hand widowed individuals had higher mean vitamin D levels than married or single individuals (p &#x3c; 0.001) (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<p>Lifestyle factors negatively affect vitamin D levels. Participants who did not smoke or consume alcohol had lower vitamin D levels than smokers and drinkers (p &#x3c; 0.001), On the other hand, there were no significant differences in mean height, weight, waist circumference, waist-to- hip ratio, or blood pressure among vitamin D groups (p &#x3e; 0.05), Participants with obesity (BMI &#x2265;30) had a higher prevalence of deficiency compared to normal-weight individuals (p &#x3c; 0.001). Similarly, those with chronic diseases had significantly lower vitamin D levels than participants without chronic conditions (p &#x3c; 0.001). Interestingly, although obesity is generally associated with lower vitamin D, some data suggested slightly higher levels among certain obese subgroups, highlighting possible confounding effects of age and lifestyle (<xref ref-type="table" rid="T1">Table 1</xref>).</p>
<p>Significant sex-based differences were observed in demographic and clinical variables. Female participants had higher rates of obesity and chronic diseases (e.g., hypertension, DM), whereas males showed higher smoking and alcohol use (p &#x3c; 0.05) (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>General features of the studied population by Gender.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">De&#x11f;i&#x15f;kenler</th>
<th align="left">&#x200b;</th>
<th colspan="2" align="center">Gender</th>
<th rowspan="2" align="center">p</th>
</tr>
<tr>
<th align="center">Total</th>
<th align="center">Female</th>
<th align="center">Male</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Age (year)</td>
<td align="center">47.17 &#xb1; 15.23</td>
<td align="center">46.64 &#xb1; 15.19</td>
<td align="center">47.83 &#xb1; 15.28</td>
<td align="center">0.067</td>
</tr>
<tr>
<td align="left">Height (cm)</td>
<td align="center">162.31 &#xb1; 9.54</td>
<td align="center">162.08 &#xb1; 9.49</td>
<td align="center">162.58 &#xb1; 9.58</td>
<td align="center">0.222</td>
</tr>
<tr>
<td align="left">Weight (kg)</td>
<td align="center">75.95 &#xb1; 14.82</td>
<td align="center">75.77 &#xb1; 14.92</td>
<td align="center">76.17 &#xb1; 14.71</td>
<td align="center">0.524</td>
</tr>
<tr>
<td align="left">Waist (cm)</td>
<td align="center">106.25 &#xb1; 11.29</td>
<td align="center">106.22 &#xb1; 11.21</td>
<td align="center">106.29 &#xb1; 11.38</td>
<td align="center">0.869</td>
</tr>
<tr>
<td align="left">WHR</td>
<td align="center">0.89 &#xb1; 0.08</td>
<td align="center">0.89 &#xb1; 0.08</td>
<td align="center">0.89 &#xb1; 0.08</td>
<td align="center">0.773</td>
</tr>
<tr>
<td align="left">BMI (kg/m2)</td>
<td align="center">28.88 &#xb1; 5.53</td>
<td align="center">28.89 &#xb1; 5.62</td>
<td align="center">28.86 &#xb1; 5.42</td>
<td align="center">0.898</td>
</tr>
<tr>
<td align="left">sBP (mmHg)</td>
<td align="center">12.41 &#xb1; 2.25</td>
<td align="center">12.47 &#xb1; 2.28</td>
<td align="center">12.34 &#xb1; 2.22</td>
<td align="center">0.195</td>
</tr>
<tr>
<td align="left">dBP (mmHg)</td>
<td align="center">7.74 &#xb1; 1.27</td>
<td align="center">7.76 &#xb1; 1.3</td>
<td align="center">7.71 &#xb1; 1.24</td>
<td align="center">0.328</td>
</tr>
<tr>
<td colspan="5" align="left">Age group (year)</td>
</tr>
<tr>
<td align="center">20&#x2013;39</td>
<td align="center">889 (40)</td>
<td align="center">506 (41.5)</td>
<td align="center">383 (38.1)</td>
<td align="center">0.223</td>
</tr>
<tr>
<td align="center">40&#x2013;64</td>
<td align="center">988 (44.4)</td>
<td align="center">523 (42.9)</td>
<td align="center">465 (46.3)</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="center">65&#x2b;</td>
<td align="center">348 (15.6)</td>
<td align="center">191 (15.7)</td>
<td align="center">157 (15.6)</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td colspan="5" align="left">Geographic localization</td>
</tr>
<tr>
<td align="center">Urban</td>
<td align="center">1,299 (58.4)</td>
<td align="center">703 (57.6)</td>
<td align="center">596 (59.3)</td>
<td align="center">0.424</td>
</tr>
<tr>
<td align="center">Rural</td>
<td align="center">926 (41.6)</td>
<td align="center">517 (42.4)</td>
<td align="center">409 (40.7)</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td colspan="5" align="left">Income status</td>
</tr>
<tr>
<td align="center">&#x3c;500 $</td>
<td align="center">1,135 (51)</td>
<td align="center">677 (55.5)a</td>
<td align="center">458 (45.6)b</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="center">500&#x2013;1,000 $</td>
<td align="center">693 (31.1)</td>
<td align="center">365 (29.9)</td>
<td align="center">328 (32.6)</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="center">&#x3e;1,000 $</td>
<td align="center">397 (17.8)</td>
<td align="center">178 (14.6)a</td>
<td align="center">219 (21.8)b</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td colspan="5" align="left">Smoke</td>
</tr>
<tr>
<td align="center">Absent</td>
<td align="center">1,383 (62.2)</td>
<td align="center">1,048 (85.9)a</td>
<td align="center">335 (33.3)b</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="center">Present</td>
<td align="center">842 (37.8)</td>
<td align="center">172 (14.1)a</td>
<td align="center">670 (66.7)b</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td colspan="5" align="left">Alcohol</td>
</tr>
<tr>
<td align="center">Absent</td>
<td align="center">2017 (90.7)</td>
<td align="center">1,195 (98)a</td>
<td align="center">822 (81.8)b</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="center">Present</td>
<td align="center">208 (9.3)</td>
<td align="center">25 (2)a</td>
<td align="center">183 (18.2)b</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td colspan="5" align="left">Education</td>
</tr>
<tr>
<td align="center">Illiterate or literate. But no formal education</td>
<td align="center">393 (17.7)</td>
<td align="center">330 (27)a</td>
<td align="center">63 (6.3)b</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="center">Formal education under high school</td>
<td align="center">1,299 (58.4)</td>
<td align="center">708 (58)</td>
<td align="center">591 (58.8)</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="center">High school or above</td>
<td align="center">533 (24)</td>
<td align="center">182 (14.9)a</td>
<td align="center">351 (34.9)b</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td colspan="5" align="left">Marital status</td>
</tr>
<tr>
<td align="center">Married</td>
<td align="center">1928 (86.7)</td>
<td align="center">1,040 (85.2)a</td>
<td align="center">888 (88.4)b</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="center">Single</td>
<td align="center">140 (6.3)</td>
<td align="center">54 (4.4)a</td>
<td align="center">86 (8.6)b</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td align="center">Widowed</td>
<td align="center">157 (7.1)</td>
<td align="center">126 (10.3)a</td>
<td align="center">31 (3.1)b</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td colspan="5" align="left">Obesity</td>
</tr>
<tr>
<td align="center">NORMAL</td>
<td align="center">1,367 (61.4)</td>
<td align="center">635 (52)a</td>
<td align="center">732 (72.8)b</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="center">Obese (BK&#x130; &#x3e;&#x3d; 30)</td>
<td align="center">858 (38.6)</td>
<td align="center">585 (48)a</td>
<td align="center">273 (27.2)b</td>
<td align="left">&#x200b;</td>
</tr>
<tr>
<td colspan="5" align="left">Chronic disease</td>
</tr>
<tr>
<td align="center">Absent</td>
<td align="center">1,054 (47.4)</td>
<td align="center">505 (41.4)a</td>
<td align="center">549 (54.6)b</td>
<td align="center">&#x3c;0.001</td>
</tr>
<tr>
<td align="center">Present</td>
<td align="center">1,171 (52.6)</td>
<td align="center">715 (58.6)a</td>
<td align="center">456 (45.4)b</td>
<td align="left">&#x200b;</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Data are shown as mean &#xb1; standard devaition or frequency, percentage. Independent samples test or pearson chi-square test was used. (ab): In same row, Common letters indicate statistical insignificance.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<sec id="s3-1">
<title>Multivariate analysis</title>
<p>In multivariate analysis, the factors that remained associated with vitamin D deficiency after adjustment were: Gender: Women had significantly higher odds of vitamin D deficiency compared to men (AOR 0.191; 95% CI 0.137&#x2013;0.266; p &#x3c; 0.001). Other factors such as age, smoking, alcohol, education, obesity, and chronic disease were not significant after being controlled simultaneously (p &#x3e; 0.05).</p>
<p>The multinomial model shows: Women have a much higher risk of vitamin D deficiency, either in the &#x3c;10&#xa0;ng/mL category (AOR 20.38; 95% CI 13.78&#x2013;30.13) and 10&#x2013;20&#xa0;ng/mL (AOR 2.27; 95% CI 1.61&#x2013;3.20) than men (p &#x3c; 0.001). Older age significantly increases the risk of severe deficiency (&#x3c;10&#xa0;ng/mL) (AOR 1.017 per year; 95% CI 1.006&#x2013;1.029; p &#x3d; 0.003). Low education was associated with a higher risk for &#x3c;10&#xa0;ng/mL (AOR 0.681; 95% CI 0.481&#x2013;0.966; p &#x3d; 0.031).</p>
<p>Obesity, chronic disease, smoking, and alcohol consumption were not significantly associated after adjustment (<xref ref-type="table" rid="T3">Tables 3</xref>, <xref ref-type="table" rid="T4">4</xref>).</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Multivariate binary logistic regression analysis results for Vit D deficiency.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="3" align="left">Variable</th>
<th colspan="4" align="center">Univariate</th>
<th colspan="4" align="center">Multivariate</th>
</tr>
<tr>
<th rowspan="2" align="center">p</th>
<th rowspan="2" align="center">Odds<break/>Ratio</th>
<th colspan="2" align="center">95% confidence interval</th>
<th rowspan="2" align="center">p</th>
<th rowspan="2" align="center">Adjusted odds ratio</th>
<th colspan="2" align="center">95% confidence interval</th>
</tr>
<tr>
<th align="center">Lower</th>
<th align="center">Upper</th>
<th align="center">Lower</th>
<th align="center">Upper</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Age</td>
<td align="center">0.252</td>
<td align="center">1,005</td>
<td align="center">0.997</td>
<td align="center">1,012</td>
<td align="center">0.079</td>
<td align="center">1,009</td>
<td align="center">0.999</td>
<td align="center">1,019</td>
</tr>
<tr>
<td align="left">Gender</td>
<td align="center">&#x3c;0.001</td>
<td align="center">0.199</td>
<td align="center">0.152</td>
<td align="center">0.261</td>
<td align="center">
<bold>&#x3c;0,001</bold>
</td>
<td align="center">0.191</td>
<td align="center">0.137</td>
<td align="center">0.266</td>
</tr>
<tr>
<td align="left">Smoking</td>
<td align="center">&#x3c;0.001</td>
<td align="center">0.457</td>
<td align="center">0.361</td>
<td align="center">0.579</td>
<td align="center">0.820</td>
<td align="center">1,033</td>
<td align="center">0.781</td>
<td align="center">1,366</td>
</tr>
<tr>
<td align="left">Alcohol</td>
<td align="center">&#x3c;0.001</td>
<td align="center">0.468</td>
<td align="center">0.334</td>
<td align="center">0.655</td>
<td align="center">0.440</td>
<td align="center">0.868</td>
<td align="center">0.605</td>
<td align="center">1,244</td>
</tr>
<tr>
<td align="left">Education</td>
<td align="center">0.006</td>
<td align="center">0.718</td>
<td align="center">0.565</td>
<td align="center">0.911</td>
<td align="center">0.153</td>
<td align="center">-</td>
<td align="center">-</td>
<td align="center">-</td>
</tr>
<tr>
<td align="right">Formal education under high school</td>
<td align="center">&#x3c;0.001</td>
<td align="center">0.468</td>
<td align="center">0.316</td>
<td align="center">0.691</td>
<td align="center">0.664</td>
<td align="center">0.906</td>
<td align="center">0.580</td>
<td align="center">1,415</td>
</tr>
<tr>
<td align="right">High school or above</td>
<td align="center">&#x3c;0.001</td>
<td align="center">0.425</td>
<td align="center">0.278</td>
<td align="center">0.650</td>
<td align="center">0.479</td>
<td align="center">1,209</td>
<td align="center">0.715</td>
<td align="center">2,043</td>
</tr>
<tr>
<td align="left">Marital status</td>
<td align="center">0.176</td>
<td align="center">1,173</td>
<td align="center">0.931</td>
<td align="center">1,477</td>
<td align="center">0.829</td>
<td align="center">1,029</td>
<td align="center">0.797</td>
<td align="center">1,327</td>
</tr>
<tr>
<td align="left">Obesity</td>
<td align="center">&#x3c;0.001</td>
<td align="center">1,764</td>
<td align="center">1,364</td>
<td align="center">2,282</td>
<td align="center">0.124</td>
<td align="center">1,241</td>
<td align="center">0.943</td>
<td align="center">1,633</td>
</tr>
<tr>
<td align="left">Chronic disease</td>
<td align="center">0.002</td>
<td align="center">1,452</td>
<td align="center">1,148</td>
<td align="center">1,837</td>
<td align="center">0.411</td>
<td align="center">1,117</td>
<td align="center">0.858</td>
<td align="center">1,454</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Reference categories: Gender: Male; Smoking: Yes; Alcohol: Yes; Education: Secondary school and above; Marital status: Married; Obesity: Obese; Chronic disease: Yes. Bold values indicate statistically significant associations (p &#x003c; 0.05).</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Multivariate multicategory logistic regression analysis results for Vit D deficiency.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="3" colspan="2" align="left">Variable</th>
<th colspan="4" align="center">Univariate</th>
<th colspan="4" align="center">Multivariate</th>
</tr>
<tr>
<th rowspan="2" align="center">p</th>
<th rowspan="2" align="center">Odds<break/>Ratio</th>
<th colspan="2" align="center">95% confidence interval</th>
<th rowspan="2" align="center">p</th>
<th rowspan="2" align="center">Adjusted odds ratio</th>
<th colspan="2" align="center">95% confidence interval</th>
</tr>
<tr>
<th align="center">Lower</th>
<th align="center">Upper</th>
<th align="center">Lower</th>
<th align="center">Upper</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">&#x3c;10&#xa0;ng/mL</td>
<td align="left">Age</td>
<td align="center">0.033</td>
<td align="center">1,009</td>
<td align="center">1,001</td>
<td align="center">1,018</td>
<td align="center">
<bold>0,003</bold>
</td>
<td align="center">1,017</td>
<td align="center">1,006</td>
<td align="center">1,029</td>
</tr>
<tr>
<td align="left">10&#x2013;20&#xa0;ng/mL</td>
<td align="left">Age</td>
<td align="center">0.876</td>
<td align="center">1,001</td>
<td align="center">0.992</td>
<td align="center">1,009</td>
<td align="center">0.394</td>
<td align="center">1,004</td>
<td align="center">0.994</td>
<td align="center">1,015</td>
</tr>
<tr>
<td align="left">&#x3c;10&#xa0;ng/mL</td>
<td align="left">Gender</td>
<td align="center">&#x3c;0.001</td>
<td align="center">19,606</td>
<td align="center">14,264</td>
<td align="center">26,949</td>
<td align="center">
<bold>&#x3c;0,001</bold>
</td>
<td align="center">20,380</td>
<td align="center">13,783</td>
<td align="center">30,133</td>
</tr>
<tr>
<td align="left">10&#x2013;20&#xa0;ng/mL</td>
<td align="left">Gender</td>
<td align="center">&#x3c;0.001</td>
<td align="center">2,136</td>
<td align="center">1,608</td>
<td align="center">2,837</td>
<td align="center">
<bold>&#x3c;0,001</bold>
</td>
<td align="center">2,271</td>
<td align="center">1,612</td>
<td align="center">3,200</td>
</tr>
<tr>
<td align="left">&#x3c;10&#xa0;ng/mL</td>
<td align="left">Smoking</td>
<td align="center">&#x3c;0.001</td>
<td align="center">4,333</td>
<td align="center">3,305</td>
<td align="center">5,680</td>
<td align="center">0.761</td>
<td align="center">0.948</td>
<td align="center">0.671</td>
<td align="center">1,339</td>
</tr>
<tr>
<td align="left">10&#x2013;20&#xa0;ng/mL</td>
<td align="left">Smoking</td>
<td align="center">0.015</td>
<td align="center">1,362</td>
<td align="center">1,062</td>
<td align="center">1,746</td>
<td align="center">0.838</td>
<td align="center">0.971</td>
<td align="center">0.729</td>
<td align="center">1,293</td>
</tr>
<tr>
<td align="left">&#x3c;10&#xa0;ng/mL</td>
<td align="left">Alcohol</td>
<td align="center">&#x3c;0.001</td>
<td align="center">5,889</td>
<td align="center">3,633</td>
<td align="center">9,544</td>
<td align="center">0.055</td>
<td align="center">1,708</td>
<td align="center">0.989</td>
<td align="center">2,951</td>
</tr>
<tr>
<td align="left">10&#x2013;20&#xa0;ng/mL</td>
<td align="left">Alcohol</td>
<td align="center">0.092</td>
<td align="center">1,348</td>
<td align="center">0.953</td>
<td align="center">1,907</td>
<td align="center">0.700</td>
<td align="center">1,075</td>
<td align="center">0.745</td>
<td align="center">1,550</td>
</tr>
<tr>
<td align="left">&#x3c;10&#xa0;ng/mL</td>
<td align="left">Education</td>
<td align="center">&#x3c;0.001</td>
<td align="center">2,135</td>
<td align="center">1,633</td>
<td align="center">2,791</td>
<td align="center">
<bold>0,031</bold>
</td>
<td align="center">0.681</td>
<td align="center">0.481</td>
<td align="center">0.966</td>
</tr>
<tr>
<td align="left">10&#x2013;20&#xa0;ng/mL</td>
<td align="left">Education</td>
<td align="center">0.887</td>
<td align="center">1,018</td>
<td align="center">0.792</td>
<td align="center">1,310</td>
<td align="center">0.059</td>
<td align="center">0.752</td>
<td align="center">0.559</td>
<td align="center">1,011</td>
</tr>
<tr>
<td align="left">&#x3c;10&#xa0;ng/mL</td>
<td align="left">Marital status</td>
<td align="center">0.285</td>
<td align="center">0.817</td>
<td align="center">0.565</td>
<td align="center">1,183</td>
<td align="center">0.616</td>
<td align="center">0.896</td>
<td align="center">0.583</td>
<td align="center">1,376</td>
</tr>
<tr>
<td align="left">10&#x2013;20&#xa0;ng/mL</td>
<td align="left">Marital status</td>
<td align="center">0.534</td>
<td align="center">1,125</td>
<td align="center">0.776</td>
<td align="center">1,633</td>
<td align="center">0.519</td>
<td align="center">1,136</td>
<td align="center">0.771</td>
<td align="center">1,674</td>
</tr>
<tr>
<td align="left">&#x3c;10&#xa0;ng/mL</td>
<td align="left">Obesity</td>
<td align="center">&#x3c;0.001</td>
<td align="center">0.421</td>
<td align="center">0.320</td>
<td align="center">0.555</td>
<td align="center">0.061</td>
<td align="center">0.742</td>
<td align="center">0.544</td>
<td align="center">1,013</td>
</tr>
<tr>
<td align="left">10&#x2013;20&#xa0;ng/mL</td>
<td align="left">Obesity</td>
<td align="center">0.027</td>
<td align="center">0.735</td>
<td align="center">0.560</td>
<td align="center">0.966</td>
<td align="center">0.255</td>
<td align="center">0.849</td>
<td align="center">0.640</td>
<td align="center">1,126</td>
</tr>
<tr>
<td align="left">&#x3c;10&#xa0;ng/mL</td>
<td align="left">Chronic disease</td>
<td align="center">&#x3c;0.001</td>
<td align="center">0.546</td>
<td align="center">0.423</td>
<td align="center">0.705</td>
<td align="center">0.259</td>
<td align="center">0.839</td>
<td align="center">0.618</td>
<td align="center">1,138</td>
</tr>
<tr>
<td align="left">10&#x2013;20&#xa0;ng/mL</td>
<td align="left">Chronic disease</td>
<td align="center">0.149</td>
<td align="center">0.833</td>
<td align="center">0.649</td>
<td align="center">1,068</td>
<td align="center">0.544</td>
<td align="center">0.920</td>
<td align="center">0.701</td>
<td align="center">1,206</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Reference categories: Gender: Male; Smoking: Yes; Alcohol: Yes; Education: Secondary school and above; Marital status: Married; Obesity: Obese; Chronic disease: Yes. Bold values indicate statistically significant associations (p &#x003c; 0.05)</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Overall taken together, these results indicate that vitamin D deficiency is common across all age groups but is particularly prevalent among women, the older adult, individuals with lower socioeconomic status, those with chronic diseases, and obese individuals. The observed inverse relationship between age, income, education, and vitamin D levels underlines the potential impact of social determinants on vitamin D status in this population.</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>This study comprehensively assessed the relationship between serum vitamin D levels and a broad range of sociodemographic, behavioral, and clinical factors in a large adult population in T&#xfc;rkiye. Our findings demonstrate that vitamin D deficiency is highly prevalent and confirm that specific subgroups&#x2014;including women, older adults, and individuals with obesity&#x2014;are at significantly higher risk (<xref ref-type="table" rid="T1">Tables 1</xref>, <xref ref-type="table" rid="T2">2</xref>, <xref ref-type="table" rid="T4">4</xref>).</p>
<p>More than 85% of participants had serum vitamin D levels below 20&#xa0;ng/mL, consistent with global evidence indicating widespread hypovitaminosis D even in countries with abundant sunlight exposure (<xref ref-type="bibr" rid="B34">Qureshi et al., 2024</xref>).</p>
<p>Gender emerged as the strongest independent determinant: women were significantly more likely to have both severe (&#x3c;10&#xa0;ng/mL) and moderate (10&#x2013;20&#xa0;ng/mL) deficiency of vitamin D than men, possibly due to cultural clothing practices, less outdoor activity, and hormonal influences (<xref ref-type="bibr" rid="B24">Kader et al., 2020</xref>). Sex-based differences in lifestyle and clinical characteristics may contribute to the higher prevalence of vitamin D deficiency observed among women. This finding aligns with prior studies demonstrating higher deficiency rates in females attributable to cultural clothing patterns, lower sun exposure, and metabolic differences (<xref ref-type="bibr" rid="B7">Choi et al., 2019</xref>). For example: These findings align with earlier studies reporting high prevalence of deficiency across Turkey. Founded a deficiency rate of nearly 75% in adults from the Aegean region, with women at higher risk due to clothing limiting sun exposure (<xref ref-type="bibr" rid="B17">Hekimsoy et al., 2010</xref>)</p>
<p>Occupational studies by <xref ref-type="bibr" rid="B3">Aykal et al. (2016)</xref> and <xref ref-type="bibr" rid="B37">Skarphedinsdottir et al. (2014)</xref> emphasizing that indoor working conditions revealed high deficiency rates among operating room staff and anesthesia care providers in Turkey, Iceland, and the US (<xref ref-type="bibr" rid="B10">Du et al., 2023</xref>; <xref ref-type="bibr" rid="B8">Chu et al., 2021</xref>; <xref ref-type="bibr" rid="B40">Zhao et al., 2017</xref>). Add literature related to gender hormones.</p>
<p>Age showed a nuanced pattern; although mean age did not differ significantly in crude comparisons, regression analysis revealed that younger and middle-aged adults had significantly lower odds of severe deficiency than older adults, in line with literature indicating reduced cutaneous synthesis and increased chronic disease burden in older adult populations (<xref ref-type="bibr" rid="B14">Gallagher, 2013</xref>). Obesity was also a significant factor, with obese participants having up to 76% higher odds of deficiency&#x2014;likely due to vitamin D sequestration in adipose tissue (<xref ref-type="bibr" rid="B31">Pereira-Santos et al., 2015</xref>) &#x2014;although this association weakened but remained significant after adjustment.</p>
<p>Behavioral factors such as smoking and alcohol use initially appeared inversely related to deficiency but lost significance after adjustment, reflecting confounding by lifestyle and socioeconomic patterns. Likewise, lower education level was associated with greater risk in crude analyses but did not remain significant in adjusted models. Chronic diseases were related to deficiency in univariate analysis but not independently, likely due to collinearity with age and obesity.</p>
<p>The health consequences of vitamin D deficiency extend beyond bone metabolism. It may play a role in neurodegenerative disorders: <xref ref-type="bibr" rid="B25">Knekt et al. (2010)</xref> demonstrated a significant inverse association between baseline vitamin D levels and Parkinson&#x2019;s disease risk in a Finnish cohort over nearly three decades. <xref ref-type="bibr" rid="B36">Sato et al. (1997)</xref> and <xref ref-type="bibr" rid="B12">Evatt et al. (2008)</xref> likewise reported lower vitamin D levels and higher prevalence of deficiency in Parkinson&#x2019;s patients compared to controls. In our research, it was found that the patient subgroup, who experienced chronic disease, had a lower rates of deficiency, possibly due to smaller sample size and greater sunlight exposure in our region, but the trend remains consistent with international evidence suggesting neuroprotective effects via antioxidative mechanisms and neuronal calcium modulation. Further research with larger cohorts and cerebrospinal fluid analyses is needed to clarify this potential link.</p>
<p>Multiple international studies support these findings. <xref ref-type="bibr" rid="B21">Hovsepian et al. (2011)</xref> in Iran reported a median 25(OH)D level of 18&#x2013;21&#xa0;ng/mL, with deficiency prevalence exceeding 50%, higher among women and younger adults, and worse during autumn&#x2013;winter. <xref ref-type="bibr" rid="B5">Brot et al. (2001)</xref> in Denmark showed that vitamin supplementation and intentional sun exposure raised serum levels significantly, while <xref ref-type="bibr" rid="B16">Heidari and Mirghassemi (2012)</xref> found a strikingly high 70% deficiency rate in Iranian adults, again worse for women. Occupational studies by <xref ref-type="bibr" rid="B3">Aykal et al. (2016)</xref> and <xref ref-type="bibr" rid="B37">Skarphedinsdottir et al. (2014)</xref> revealed high deficiency rates among operating room staff and anesthesia care providers in T&#xfc;rkiye, Iceland, and the US, emphasizing that indoor working conditions and lifestyle factors are key contributors.</p>
<p>Childhood and adolescent data echo this pattern. <xref ref-type="bibr" rid="B4">Aypak et al. (2013)</xref> showed nearly universal deficiency in Turkish children, with stronger associations in females and pubertal adolescents, and identified potential links to insulin resistance. Ethnic disparities have also been reported: <xref ref-type="bibr" rid="B13">Ford et al. (2006)</xref> highlighted higher deficiency rates among Asian and Black Afro-Caribbean groups in the UK, especially among women. <xref ref-type="bibr" rid="B35">Sahota et al. (2004)</xref> showed moderate seasonal variation and a clear inverse correlation between 25(OH)D and PTH levels, underlining potential effects on calcium homeostasis.</p>
<p>Despite abundant sunlight in T&#xfc;rkiye, factors such as latitude (around 39&#xb0;N), cultural dress codes, modern indoor lifestyles, and limited supplementation contribute to persistent deficiency. Moreover, there is no universal consensus on optimal serum 25(OH)D thresholds; the WHO defines levels below 10&#xa0;ng/mL as deficient, while other organizations consider &#x3c;20&#xa0;ng/mL insufficient and &#x3c;10&#xa0;ng/mL as severe deficiency (<xref ref-type="bibr" rid="B32">Prevention, 2003</xref>).</p>
<p>Key strengths of our study include its large representative sample and robust multivariate analysis, adding valuable national data to the global literature. However, limitations include its cross-sectional design, absence of seasonal follow-up, and lack of detailed dietary assessments. Additionally, since data collection occurred only in spring and early summer, the prevalence of vitamin D deficiency may have been underestimated due to seasonal variation. We measured vitamin D levels during summer when they are expected to peak; future research should include winter&#x2013;spring sampling and more precise tracking of dietary intake, supplementation, and sun exposure habits. In addition, future studies should collect more detailed data on sunlight exposure duration, use of protective clothing, and dietary sources of vitamin D to improve exposure assessment accuracy.</p>
<p>In conclusion, our findings reinforce that vitamin D deficiency is highly prevalent in T&#xfc;rkiye and globally, with higher risk among women, older adults, obese individuals, indoor workers, and populations with cultural or lifestyle-related sun avoidance. Preventive public health strategies should prioritize awareness, routine screening, safe sun exposure, and appropriate supplementation to address this modifiable but significant health burden.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>In summary, this large, population-based study confirms that vitamin D deficiency is highly prevalent in the adult population of Tokat, T&#xfc;rkiye, reflecting a broader national and global public health challenge. Our results highlight that women, older adults, and individuals with obesity are particularly vulnerable to severe deficiency, despite living in a region with sufficient sunlight.</p>
<p>Given the growing evidence linking vitamin D status not only to bone and musculoskeletal health but also to neurological, metabolic, and chronic diseases, effective public health measures are urgently needed. Regular screening, education on safe sun exposure, dietary improvements, and targeted supplementation strategies should be prioritized for high-risk groups.</p>
<p>Future research should be prioritized for high-risk groups. Public health authorities should also consider national vitamin D fortification policies, population-level screening programs, and awareness campaigns to address widespread deficiency.</p>
<p>Addressing this modifiable risk factor through coordinated prevention and awareness efforts can significantly contribute to reducing the burden of vitamin D deficiency&#x2013;related morbidity and improving overall population health.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="ethics-statement" id="s7">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Tokat Gaziosmanpa&#x15f;a University Faculty of Medicine Ethics Committee. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study. In this article, our participant group consists of individuals over the age of 20, and written informed consent was obtained from these individuals for the publication of potentially identifiable images or data included.</p>
</sec>
<sec sec-type="author-contributions" id="s8">
<title>Author contributions</title>
<p>MK designed the study, performed biochemical analyses, and drafted the manuscript. R&#x00C7; and Y&#x00D6; contributed to data collection and public health evaluation. OD performed the statistical analyses. All authors reviewed and approved the final manuscript.</p>
</sec>
<ack>
<title>Acknowledgements</title>
<p>The authors thank all participants and health workers who contributed to the fieldwork.</p>
</ack>
<sec sec-type="COI-statement" id="s10">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s11">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<fn-group>
<fn fn-type="custom" custom-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1101378/overview">Wioletta Adamus-Bia&#x142;ek</ext-link>, Jan Kochanowski University, Poland</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1469704/overview">Junzheng Yang</ext-link>, Consun Pharmaceutic Group, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3187463/overview">Tserendolgor Uush</ext-link>, International University of Ulaanbaatar, Mongolia</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3208670/overview">Efriwati Efriwati</ext-link>, Badan Riset dan Inovasi Nasional (BRIN), Indonesia</p>
</fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="B1">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alag&#xf6;l</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Shihadeh</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Boztepe</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Tanakol</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Yarman</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Azizlerli</surname>
<given-names>H.</given-names>
</name>
<etal/>
</person-group> (<year>2000</year>). <article-title>Sunlight exposure and vitamin D deficiency in Turkish women</article-title>. <source>J. Endocrinological Investigation</source> <volume>23</volume>, <fpage>173</fpage>&#x2013;<lpage>177</lpage>. <pub-id pub-id-type="doi">10.1007/BF03343702</pub-id>
<pub-id pub-id-type="pmid">10803475</pub-id>
</mixed-citation>
</ref>
<ref id="B2">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Atli</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Gullu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Uysal</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Erdogan</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>The prevalence of vitamin D deficiency and effects of ultraviolet light on vitamin D levels in older adult Turkish population</article-title>. <source>Archives Gerontology Geriatrics</source> <volume>40</volume>, <fpage>53</fpage>&#x2013;<lpage>60</lpage>. <pub-id pub-id-type="doi">10.1016/j.archger.2004.05.006</pub-id>
<pub-id pub-id-type="pmid">15531023</pub-id>
</mixed-citation>
</ref>
<ref id="B3">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aykal</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Cerit</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Tekeli</surname>
<given-names>S. &#xd6;.</given-names>
</name>
<name>
<surname>Ellida&#x11f;</surname>
<given-names>H. Y.</given-names>
</name>
<name>
<surname>Y&#x131;LMAZ</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Ameliyathane personelinde D vitamini eksikli&#x11f;i ve yetersizli&#x11f;i prevalans&#x131;</article-title>. <source>T&#xfc;rk Klin. Biyokim. Derg.</source> <volume>14</volume>, <fpage>18</fpage>&#x2013;<lpage>25</lpage>.</mixed-citation>
</ref>
<ref id="B4">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aypak</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Y&#x131;K&#x131;LKAN</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Dicle</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>&#xd6;nder</surname>
<given-names>&#xd6;.</given-names>
</name>
<name>
<surname>G&#xf6;rpelio&#x11f;lu</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Eri&#x15f;kin obez hastalarda D vitamini d&#xfc;zeyinin v&#xfc;cut kitle indeksi ile ili&#x15f;kisi</article-title>. <source>Haseki T&#x131;p B&#xfc;lteni</source> <volume>51</volume>, <fpage>95</fpage>&#x2013;<lpage>98</lpage>. <pub-id pub-id-type="doi">10.4274/haseki.954</pub-id>
</mixed-citation>
</ref>
<ref id="B5">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Brot</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Vestergaard</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Kolthoff</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Gram</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Hermann</surname>
<given-names>A. P.</given-names>
</name>
<name>
<surname>S&#xf8;rensen</surname>
<given-names>O. H.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Vitamin D status and its adequacy in healthy Danish perimenopausal women: relationships to dietary intake, sun exposure and serum parathyroid hormone</article-title>. <source>Br. J. Nutr.</source> <volume>86</volume>, <fpage>S97</fpage>&#x2013;<lpage>S103</lpage>. <pub-id pub-id-type="doi">10.1079/bjn2001345</pub-id>
<pub-id pub-id-type="pmid">11520426</pub-id>
</mixed-citation>
</ref>
<ref id="B6">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cantorna</surname>
<given-names>M. T.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Froicu</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Wittke</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Vitamin D status, 1, 25-dihydroxyvitamin D3, and the immune system</article-title>. <source>Am. Journal Clinical Nutrition</source> <volume>80</volume>, <fpage>1717S</fpage>&#x2013;<lpage>1720S</lpage>. <pub-id pub-id-type="doi">10.1093/ajcn/80.6.1717S</pub-id>
<pub-id pub-id-type="pmid">15585793</pub-id>
</mixed-citation>
</ref>
<ref id="B7">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Choi</surname>
<given-names>S. B.</given-names>
</name>
<name>
<surname>Jung</surname>
<given-names>Y. T.</given-names>
</name>
<name>
<surname>Lee</surname>
<given-names>J. G.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Association of initial low serum selenium level with infectious complications and 30-day mortality in multiple trauma patients</article-title>. <source>Nutrients</source> <volume>11</volume>, <fpage>1844</fpage>. <pub-id pub-id-type="doi">10.3390/nu11081844</pub-id>
<pub-id pub-id-type="pmid">31395837</pub-id>
</mixed-citation>
</ref>
<ref id="B8">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chu</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Tsuprykov</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Elitok</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Kr&#xe4;mer</surname>
<given-names>B. K.</given-names>
</name>
<name>
<surname>Hocher</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Relationship between vitamin D and hormones important for human fertility in reproductive-aged women</article-title>. <source>Front. Endocrinology</source> <volume>12</volume>, <fpage>666687</fpage>. <pub-id pub-id-type="doi">10.3389/fendo.2021.666687</pub-id>
<pub-id pub-id-type="pmid">33935976</pub-id>
</mixed-citation>
</ref>
<ref id="B9">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Deluca</surname>
<given-names>H. F.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>History of the discovery of vitamin D and its active metabolites</article-title>. <source>BoneKEy Reports</source> <volume>3</volume>, <fpage>479</fpage>. <pub-id pub-id-type="doi">10.1038/bonekey.2013.213</pub-id>
<pub-id pub-id-type="pmid">24466410</pub-id>
</mixed-citation>
</ref>
<ref id="B10">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Du</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Xie</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Zhong</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Lv</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Luo</surname>
<given-names>Y.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Roles of sex hormones in mediating the causal effect of vitamin D on osteoporosis: a two-step Mendelian randomization study</article-title>. <source>Front. Endocrinol.</source> <volume>14</volume>, <fpage>1159241</fpage>. <pub-id pub-id-type="doi">10.3389/fendo.2023.1159241</pub-id>
<pub-id pub-id-type="pmid">37082118</pub-id>
</mixed-citation>
</ref>
<ref id="B11">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Erkal</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Wilde</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Bilgin</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Akinci</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Demir</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>B&#xf6;deker</surname>
<given-names>R.</given-names>
</name>
<etal/>
</person-group> (<year>2006</year>). <article-title>High prevalence of vitamin D deficiency, secondary hyperparathyroidism and generalized bone pain in Turkish immigrants in Germany: Identification of risk factors</article-title>. <source>Osteoporos. International</source> <volume>17</volume>, <fpage>1133</fpage>&#x2013;<lpage>1140</lpage>. <pub-id pub-id-type="doi">10.1007/s00198-006-0069-2</pub-id>
<pub-id pub-id-type="pmid">16718398</pub-id>
</mixed-citation>
</ref>
<ref id="B12">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Evatt</surname>
<given-names>M. L.</given-names>
</name>
<name>
<surname>Delong</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Khazai</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Rosen</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Triche</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Tangpricha</surname>
<given-names>V.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Prevalence of vitamin D insufficiency in patients with parkinson disease and alzheimer disease</article-title>. <source>Archives Neurology</source> <volume>65</volume>, <fpage>1348</fpage>&#x2013;<lpage>1352</lpage>. <pub-id pub-id-type="doi">10.1001/archneur.65.10.1348</pub-id>
<pub-id pub-id-type="pmid">18852350</pub-id>
</mixed-citation>
</ref>
<ref id="B13">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ford</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Graham</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Wall</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Berg</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Vitamin D concentrations in an UK inner-city multicultural outpatient population</article-title>. <source>Ann. Clinical Biochemistry</source> <volume>43</volume>, <fpage>468</fpage>&#x2013;<lpage>473</lpage>. <pub-id pub-id-type="doi">10.1258/000456306778904614</pub-id>
<pub-id pub-id-type="pmid">17132277</pub-id>
</mixed-citation>
</ref>
<ref id="B14">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gallagher</surname>
<given-names>J. C.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Vitamin D and aging</article-title>. <source>Endocrinol. Metabolism Clin.</source> <volume>42</volume>, <fpage>319</fpage>&#x2013;<lpage>332</lpage>. <pub-id pub-id-type="doi">10.1016/j.ecl.2013.02.004</pub-id>
<pub-id pub-id-type="pmid">23702404</pub-id>
</mixed-citation>
</ref>
<ref id="B15">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guzel</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Kozanoglu</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Guler-Uysal</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Soyupak</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Sarpel</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Vitamin D status and bone mineral density of veiled and unveiled Turkish women</article-title>. <source>J. Women&#x27;s Health and Gender-Based Medicine</source> <volume>10</volume>, <fpage>765</fpage>&#x2013;<lpage>770</lpage>. <pub-id pub-id-type="doi">10.1089/15246090152636523</pub-id>
<pub-id pub-id-type="pmid">11703889</pub-id>
</mixed-citation>
</ref>
<ref id="B16">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Heidari</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Mirghassemi</surname>
<given-names>M. B. H.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Seasonal variations in serum vitamin D according to age and sex</article-title>. <source>Casp. Journal Internal Medicine</source> <volume>3</volume>, <fpage>535</fpage>&#x2013;<lpage>540</lpage>. <pub-id pub-id-type="doi">10.5812/ircmj.1572</pub-id>
</mixed-citation>
</ref>
<ref id="B17">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hekimsoy</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Din&#xe7;</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Kafes&#xe7;iler</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Onur</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>G&#xfc;ven&#xe7;</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Pala</surname>
<given-names>T.</given-names>
</name>
<etal/>
</person-group> (<year>2010</year>). <article-title>Vitamin D status among adults in the Aegean region of Turkey</article-title>. <source>BMC Public Health</source> <volume>10</volume>, <fpage>782</fpage>. <pub-id pub-id-type="doi">10.1186/1471-2458-10-782</pub-id>
<pub-id pub-id-type="pmid">21176241</pub-id>
</mixed-citation>
</ref>
<ref id="B18">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Holick</surname>
<given-names>M. F.</given-names>
</name>
</person-group> (<year>1996</year>). <article-title>Vitamin D and bone health</article-title>. <source>J. Nutrition</source> <volume>126</volume>, <fpage>1159S</fpage>&#x2013;<lpage>1164S</lpage>. <pub-id pub-id-type="doi">10.1093/jn/126.suppl_4.1159S</pub-id>
<pub-id pub-id-type="pmid">8642450</pub-id>
</mixed-citation>
</ref>
<ref id="B19">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Holick</surname>
<given-names>M. F.</given-names>
</name>
</person-group> (<year>2006a</year>). <article-title>Calcium plus vitamin D and the risk of colorectal cancer</article-title>. <source>N. Engl. Journal Medicine</source> <volume>354</volume>, <fpage>2287</fpage>&#x2013;<lpage>2288</lpage>. <pub-id pub-id-type="doi">10.1038/ncpneuro0243</pub-id>
<pub-id pub-id-type="pmid">16723623</pub-id>
</mixed-citation>
</ref>
<ref id="B20">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Holick</surname>
<given-names>M. F.</given-names>
</name>
</person-group> (<year>2006b</year>). <article-title>Resurrection of vitamin D deficiency and rickets</article-title>. <source>J. Clinical Investigation</source> <volume>116</volume>, <fpage>2062</fpage>&#x2013;<lpage>2072</lpage>. <pub-id pub-id-type="doi">10.1172/JCI29449</pub-id>
<pub-id pub-id-type="pmid">16886050</pub-id>
</mixed-citation>
</ref>
<ref id="B21">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hovsepian</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Amini</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Aminorroaya</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Amini</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Iraj</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Prevalence of vitamin D deficiency among adult population of Isfahan city, Iran</article-title>. <source>J. Health, Population, Nutrition</source> <volume>29</volume>, <fpage>149</fpage>&#x2013;<lpage>155</lpage>. <pub-id pub-id-type="doi">10.3329/jhpn.v29i2.7857</pub-id>
<pub-id pub-id-type="pmid">21608424</pub-id>
</mixed-citation>
</ref>
<ref id="B22">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Holick</surname>
<given-names>MF</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Vitamin D deficiency</article-title>. <source>N. Engl. J. Med.</source> <volume>357</volume>, <fpage>266</fpage>&#x2013;<lpage>281</lpage>. <pub-id pub-id-type="doi">10.1056/nejmra070553</pub-id>
<pub-id pub-id-type="pmid">17634462</pub-id>
</mixed-citation>
</ref>
<ref id="B23">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hypp&#xf6;nen</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>L&#xe4;&#xe4;r&#xe4;</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Reunanen</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>J&#xe4;rvelin</surname>
<given-names>M.-R.</given-names>
</name>
<name>
<surname>Virtanen</surname>
<given-names>S. M.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Intake of vitamin D and risk of type 1 diabetes: a birth-cohort study</article-title>. <source>Lancet</source> <volume>358</volume>, <fpage>1500</fpage>&#x2013;<lpage>1503</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(01)06580-1</pub-id>
<pub-id pub-id-type="pmid">11705562</pub-id>
</mixed-citation>
</ref>
<ref id="B24">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kader</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Comakl&#x131;</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Tekindal</surname>
<given-names>M. A.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Evaluation of serum vitamin D levels according to gender and age at karap&#x131;nar City: a follow-up study from Turkey</article-title>. <source>Dubai Med. J.</source> <volume>2</volume>, <fpage>141</fpage>&#x2013;<lpage>145</lpage>. <pub-id pub-id-type="doi">10.1159/000503899</pub-id>
</mixed-citation>
</ref>
<ref id="B25">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Knekt</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Kilkkinen</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Rissanen</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Marniemi</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>S&#xe4;&#xe4;ksj&#xe4;rvi</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Heli&#xf6;vaara</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Serum vitamin D and the risk of parkinson disease</article-title>. <source>Archives Neurology</source> <volume>67</volume>, <fpage>808</fpage>&#x2013;<lpage>811</lpage>. <pub-id pub-id-type="doi">10.1001/archneurol.2010.120</pub-id>
<pub-id pub-id-type="pmid">20625085</pub-id>
</mixed-citation>
</ref>
<ref id="B26">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lee</surname>
<given-names>J. H.</given-names>
</name>
<name>
<surname>O&#x27;Keefe</surname>
<given-names>J. H.</given-names>
</name>
<name>
<surname>Bell</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Hensrud</surname>
<given-names>D. D.</given-names>
</name>
<name>
<surname>Holick</surname>
<given-names>M. F.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Vitamin D deficiency: an important, common, and easily treatable cardiovascular risk factor?</article-title> <source>J. Am. Coll. Cardiol.</source> <volume>52</volume>, <fpage>1949</fpage>&#x2013;<lpage>1956</lpage>. <pub-id pub-id-type="doi">10.1016/j.jacc.2008.08.050</pub-id>
<pub-id pub-id-type="pmid">19055985</pub-id>
</mixed-citation>
</ref>
<ref id="B27">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lips</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Vitamin D deficiency and secondary hyperparathyroidism in the older adult: consequences for bone loss and fractures and therapeutic implications</article-title>. <source>Endocr. Reviews</source> <volume>22</volume>, <fpage>477</fpage>&#x2013;<lpage>501</lpage>. <pub-id pub-id-type="doi">10.1210/edrv.22.4.0437</pub-id>
<pub-id pub-id-type="pmid">11493580</pub-id>
</mixed-citation>
</ref>
<ref id="B28">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lips</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Vitamin D status and nutrition in Europe and Asia</article-title>. <source>J. Steroid Biochemistry Molecular Biology</source> <volume>103</volume>, <fpage>620</fpage>&#x2013;<lpage>625</lpage>. <pub-id pub-id-type="doi">10.1016/j.jsbmb.2006.12.076</pub-id>
<pub-id pub-id-type="pmid">17287117</pub-id>
</mixed-citation>
</ref>
<ref id="B29">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Manicourt</surname>
<given-names>D.-H.</given-names>
</name>
<name>
<surname>Devogelaer</surname>
<given-names>J.-P.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Urban tropospheric ozone increases the prevalence of vitamin D deficiency among Belgian postmenopausal women with outdoor activities during summer</article-title>. <source>J. Clin. Endocrinol. and Metabolism</source> <volume>93</volume>, <fpage>3893</fpage>&#x2013;<lpage>3899</lpage>. <pub-id pub-id-type="doi">10.1210/jc.2007-2663</pub-id>
<pub-id pub-id-type="pmid">18628525</pub-id>
</mixed-citation>
</ref>
<ref id="B30">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>O&#x27;Riordan</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Bijvoet</surname>
<given-names>O. L.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Rickets before the discovery of vitamin D</article-title>. <source>BoneKEy Reports</source> <volume>3</volume>, <fpage>478</fpage>. <pub-id pub-id-type="doi">10.1038/bonekey.2013.212</pub-id>
<pub-id pub-id-type="pmid">24466409</pub-id>
</mixed-citation>
</ref>
<ref id="B31">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pereira&#x2010;Santos</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Costa</surname>
<given-names>P. D. F.</given-names>
</name>
<name>
<surname>Assis</surname>
<given-names>A. D.</given-names>
</name>
<name>
<surname>Santos</surname>
<given-names>C. D. S.</given-names>
</name>
<name>
<surname>Santos</surname>
<given-names>D. D.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Obesity and vitamin D deficiency: a systematic review and meta&#x2010;analysis</article-title>. <source>Obes. Reviews</source> <volume>16</volume>, <fpage>341</fpage>&#x2013;<lpage>349</lpage>. <pub-id pub-id-type="doi">10.1111/obr.12239</pub-id>
<pub-id pub-id-type="pmid">25688659</pub-id>
</mixed-citation>
</ref>
<ref id="B32">
<mixed-citation publication-type="book">
<person-group person-group-type="author">
<name>
<surname>Prevention</surname>
<given-names>W.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Management of osteoporosis: report of a WHO scientific group</article-title>. <publisher-name>WHO technical report series</publisher-name>, <volume>921</volume>.</mixed-citation>
</ref>
<ref id="B33">
<mixed-citation publication-type="book">
<person-group person-group-type="author">
<name>
<surname>Prevention</surname>
<given-names>W. S. G. O.</given-names>
</name>
<name>
<surname>Osteoporosis</surname>
<given-names>M. O.</given-names>
</name>
<name>
<surname>Organization</surname>
<given-names>W. H.</given-names>
</name>
</person-group> (<year>2003</year>). <source>Prevention and management of osteoporosis: report of a WHO scientific group</source>. <publisher-name>World Health Organization</publisher-name>.</mixed-citation>
</ref>
<ref id="B34">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Qureshi</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Khemissa</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Amr</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Bhat</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>The non-conventional effects of hypovitaminosis D: a pandemic Even in sunlight-rich countries</article-title>. <source>Cureus</source> <volume>16</volume>, <fpage>e59267</fpage>. <pub-id pub-id-type="doi">10.7759/cureus.59267</pub-id>
<pub-id pub-id-type="pmid">38813297</pub-id>
</mixed-citation>
</ref>
<ref id="B35">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sahota</surname>
<given-names>O.</given-names>
</name>
<name>
<surname>Mundey</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>San</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Godber</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Lawson</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Hosking</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>The relationship between vitamin D and parathyroid hormone: Calcium homeostasis, bone turnover, and bone mineral density in postmenopausal women with established osteoporosis</article-title>. <source>Bone</source> <volume>35</volume>, <fpage>312</fpage>&#x2013;<lpage>319</lpage>. <pub-id pub-id-type="doi">10.1016/j.bone.2004.02.003</pub-id>
<pub-id pub-id-type="pmid">15207772</pub-id>
</mixed-citation>
</ref>
<ref id="B36">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sato</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Kikuyama</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Oizumi</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>1997</year>). <article-title>High prevalence of vitamin D deficiency and reduced bone mass in parkinson&#x27;s disease [RETRACTED]</article-title>. <source>Neurology</source> <volume>49</volume>, <fpage>1273</fpage>&#x2013;<lpage>1278</lpage>. <pub-id pub-id-type="doi">10.1212/wnl.49.5.1273</pub-id>
<pub-id pub-id-type="pmid">9371907</pub-id>
</mixed-citation>
</ref>
<ref id="B37">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Skarphedinsdottir</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Sigurdsson</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Coursin</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Head</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Springman</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>S.</given-names>
</name>
<etal/>
</person-group> (<year>2014</year>). <article-title>Vitamin D deficiency in anesthesia department caregivers at the end of winter</article-title>. <source>Acta Anaesthesiol. Scand.</source> <volume>58</volume>, <fpage>802</fpage>&#x2013;<lpage>806</lpage>. <pub-id pub-id-type="doi">10.1111/aas.12316</pub-id>
<pub-id pub-id-type="pmid">25040952</pub-id>
</mixed-citation>
</ref>
<ref id="B38">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vanamerongen</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Dijkstra</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Lips</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Polman</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Multiple sclerosis and vitamin D: an update</article-title>. <source>Eur. Journal Clinical Nutrition</source> <volume>58</volume>, <fpage>1095</fpage>&#x2013;<lpage>1109</lpage>. <pub-id pub-id-type="doi">10.1038/sj.ejcn.1601952</pub-id>
<pub-id pub-id-type="pmid">15054436</pub-id>
</mixed-citation>
</ref>
<ref id="B39">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>White</surname>
<given-names>J. H.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Vitamin D signaling, infectious diseases, and regulation of innate immunity</article-title>. <source>Infect. Immunity</source> <volume>76</volume>, <fpage>3837</fpage>&#x2013;<lpage>3843</lpage>. <pub-id pub-id-type="doi">10.1128/IAI.00353-08</pub-id>
<pub-id pub-id-type="pmid">18505808</pub-id>
</mixed-citation>
</ref>
<ref id="B40">
<mixed-citation publication-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Ouyang</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>De Boer</surname>
<given-names>I. H.</given-names>
</name>
<name>
<surname>Lutsey</surname>
<given-names>P. L.</given-names>
</name>
<name>
<surname>Farag</surname>
<given-names>Y. M.</given-names>
</name>
<name>
<surname>Guallar</surname>
<given-names>E.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>Serum vitamin D and sex hormones levels in men and women: the multi-ethnic study of atherosclerosis (MESA)</article-title>. <source>Maturitas</source> <volume>96</volume>, <fpage>95</fpage>&#x2013;<lpage>102</lpage>. <pub-id pub-id-type="doi">10.1016/j.maturitas.2016.11.017</pub-id>
<pub-id pub-id-type="pmid">28041602</pub-id>
</mixed-citation>
</ref>
</ref-list>
</back>
</article>