<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.4 20241031//EN" "JATS-journalpublishing1-4.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="research-article" dtd-version="1.4" xml:lang="en">
  <front>
    <journal-meta>
      <journal-id journal-id-type="publisher-id">ojneph</journal-id>
      <journal-title-group>
        <journal-title>Open Journal of Nephrology</journal-title>
      </journal-title-group>
      <issn pub-type="epub">2164-2869</issn>
      <issn pub-type="ppub">2164-2842</issn>
      <publisher>
        <publisher-name>Scientific Research Publishing</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.4236/ojneph.2026.162024</article-id>
      <article-id pub-id-type="publisher-id">ojneph-151367</article-id>
      <article-categories>
        <subj-group>
          <subject>Article</subject>
        </subj-group>
        <subj-group>
          <subject>Medicine</subject>
          <subject>Healthcare</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title>Spectrum of Vitamin D Deficiency across GFR Levels in a Senegalese Cohort</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <name name-style="western">
            <surname>Ndongo</surname>
            <given-names>Modou</given-names>
          </name>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Makalou</surname>
            <given-names>Demba</given-names>
          </name>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Sarr</surname>
            <given-names>Ibrahima Lyra</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Coundoul</surname>
            <given-names>Baratou</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Mbodj</surname>
            <given-names>Babacar</given-names>
          </name>
          <xref ref-type="aff" rid="aff3">3</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Fall</surname>
            <given-names>Babacar</given-names>
          </name>
          <xref ref-type="aff" rid="aff4">4</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Seck</surname>
            <given-names>Mame Cheikh</given-names>
          </name>
          <xref ref-type="aff" rid="aff5">5</xref>
        </contrib>
        <contrib contrib-type="author">
          <name name-style="western">
            <surname>Seck</surname>
            <given-names>Sidy Mohamed</given-names>
          </name>
          <xref ref-type="aff" rid="aff6">6</xref>
        </contrib>
      </contrib-group>
      <aff id="aff1"><label>1</label> Department of Nephrology and Dialysis, Regional Hospital of Kedougou, Kedougou, Senegal </aff>
      <aff id="aff2"><label>2</label> Department of Biology, Faculty of Health Sciences, University Gaston Berger, Saint-Louis, Senegal </aff>
      <aff id="aff3"><label>3</label> Department of Nephrology and Dialysis, Military Hospital of Ouakam, Dakar, Senegal </aff>
      <aff id="aff4"><label>4</label> PatientPro, Dakar, Senegal </aff>
      <aff id="aff5"><label>5</label> Parasitology Laboratory, Ouakam Military Hospital, Dakar, Senegal </aff>
      <aff id="aff6"><label>6</label> IRL-3189 ESS/UGB/CNRS/UCAD/CNRST/USTB, Faculty of Health Sciences, Université Gaston Berger, Saint-Louis, Senegal </aff>
      <author-notes>
        <fn fn-type="conflict" id="fn-conflict">
          <p>The authors declare no conflicts of interest regarding the publication of this paper.</p>
        </fn>
      </author-notes>
      <pub-date pub-type="epub">
        <day>01</day>
        <month>06</month>
        <year>2026</year>
      </pub-date>
      <pub-date pub-type="collection">
        <month>06</month>
        <year>2026</year>
      </pub-date>
      <volume>16</volume>
      <issue>02</issue>
      <fpage>261</fpage>
      <lpage>270</lpage>
      <history>
        <date date-type="received">
          <day>03</day>
          <month>04</month>
          <year>2026</year>
        </date>
        <date date-type="accepted">
          <day>19</day>
          <month>05</month>
          <year>2026</year>
        </date>
        <date date-type="published">
          <day>22</day>
          <month>05</month>
          <year>2026</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© 2026 by the authors and Scientific Research Publishing Inc.</copyright-statement>
        <copyright-year>2026</copyright-year>
        <license license-type="open-access">
          <license-p> This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license ( <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link> ). </license-p>
        </license>
      </permissions>
      <self-uri content-type="doi" xlink:href="https://doi.org/10.4236/ojneph.2026.162024">https://doi.org/10.4236/ojneph.2026.162024</self-uri>
      <abstract>
        <p>The optimal serum concentration of vitamin D for bone and mineral homeostasis remains debated and few data are available in sub-Saharan Africa. We conducted a cross-sectional study between February 2022 and April 2025 at the Ouakam Military Hospital biochemistry laboratory to assess the prevalence of vitamin D deficiency and its relationship with renal function in adults referred for vitamin D testing at a tertiary hospital laboratory in Dakar, Senegal. All patients aged ≥ 18 years undergoing serum vitamin D testing were included. Vitamin D deficiency was defined as 25(OH)-vitamin D &lt; 12 ng/mL, insufficiency as 12 - 19 ng/mL and sufficiency as ≥20 ng/ml. A total of 1192 patients were enrolled (median age 44.0 [31.0 - 62.0] years; M:F ratio 0.8). The prevalence of vitamin D deficiency and insufficiency was 15.44% and 22.99%, respectively. Deficient patients exhibited significantly lower serum calcium (p &lt; 0.001). Both pathological fractures (p = 0.54) and kidney dysfunction (p = 0.07) were more frequent in deficient individuals. Serum 25(OH)-vitamin D correlated positively albeit weakly with eGFR (r = 0.10; p &lt; 0.001). More than half (51.2%) of patients with stage 4 - 5 kidney dysfunction had vitamin D deficiency or insufficiency compared with 34.8% of those with preserved renal function. No significant seasonal variation was observed although higher mean levels coincided with sunnier months. Our findings highlight a substantial burden of hypovitaminosis D in Senegal and its association with impaired renal function.</p>
      </abstract>
      <kwd-group kwd-group-type="author-generated" xml:lang="en">
        <kwd>Vitamin D Deficiency</kwd>
        <kwd>Kidney Dysfunction</kwd>
        <kwd>Senegal</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec1">
      <title>1. Introduction</title>
      <p>Vitamin D is a crucial hormone with several biological functions in humans. The optimal serum vitamin D concentration to ensure a well-balanced mineral bone balance is controversial. Several international recommendations are issued with different definitions thresholds depending on the clinical context and biological targets. It is estimated that over a billion people worldwide are vitamin D deficient or insufficient [<xref ref-type="bibr" rid="B1">1</xref>]. Usually around 90% of vitamin D is produced by sunshine exposure of skin and the remainder comes from the diet [<xref ref-type="bibr" rid="B2">2</xref>]. The duration of daily sun exposure required to achieve an adequate concentration of vitamin D varies depending on skin type and is longer in individuals with darker skin [<xref ref-type="bibr" rid="B3">3</xref>]. Vitamin D plays a major role in the homeostasis of calcium and phosphate metabolism [<xref ref-type="bibr" rid="B4">4</xref>]. It exists primarily in two forms: 25-hydroxyvitamin D, which is the circulating storage form and is well correlated with cutaneous production and dietary intake and 1,25-dihydroxyvitamin D, the active form responsible of the biological effects of vitamin D [<xref ref-type="bibr" rid="B5">5</xref>]. The kidney plays an essential role in the metabolism of vitamin D through its tubular 1<italic>α</italic>-hydroxylase activity. Chronic kidney dysfunction leads to progressive loss of this 1<italic>α</italic>-hydroxylase activity, combined with other risk factors such as inflammation, low sun exposure, cutaneous abnormalities and reduced dietary intake that contribute to vitamin D deficiency [<xref ref-type="bibr" rid="B6">6</xref>]. Prolonged vitamin D deficiency increases susceptibility to infections and osteomalacia in children and risk of osteoporosis in adults [<xref ref-type="bibr" rid="B7">7</xref>]. However, few data are available on the epidemiology of vitamin D deficiency in sub-Saharan Africa. This study was therefore conducted with the objective of determining the prevalence of vitamin D deficiency and its association with kidney function in adults referred for laboratory testing in Senegal.</p>
    </sec>
    <sec id="sec2">
      <title>2. Patients and Methods</title>
      <p>We conducted a monocentric cross-sectional study conducted between February 2022 and April 2025 at the Ouakam military hospital (Dakar, Senegal). We included all patients aged 18 years or older who underwent vitamin D testing during this period for different reasons. We excluded repeated measurements from the same patient and samples with missing creatinine values. During the study period, a total of 1964 vitamin D measurements were recorded. After exclusion of repeated measurements (n = 772) a final sample of 1192 unique patients was included in the analysis. For each patient, socio-demographic and clinico-biological data were collected from medical and laboratory records. Vitamin D in blood sample was measured by competitive chemiluminescent immunoassay method with an Abbott Architect ci8200<sup>®</sup> automaton (Abbott Diagnostics, Lake Forest, IL, USA).</p>
      <p>We used the chronic kidney disease-Epidemiology Collaboration (CKD-EPI) 2021 formula to estimate glomerular filtration rate (eGFR) [<xref ref-type="bibr" rid="B8">8</xref>]. Kidney dysfunction was classified by eGFR category using the KDIGO chronic kidney disease classification [<xref ref-type="bibr" rid="B9">9</xref>]. For binary analyses, kidney dysfunction was defined as an eGFR &lt; 60 mL/min/1.73m<sup>2</sup>. Vitamin D sufficiency was defined by a level of 25(OH)-vitamin D (25(OH)D) ≥ 20 ng/ml, vitamin D insufficiency was defined by a level between [12 - 20[ ng/ml and vitamin D deficiency by a level &lt; 12 ng/ml [<xref ref-type="bibr" rid="B10">10</xref>]. Pathological bone fracture was defined as a fracture that occurred spontaneously or following of a low-energy trauma [<xref ref-type="bibr" rid="B11">11</xref>]. Correlations between participants’ serum vitamin D levels and UV sunlight exposition was assessed using data on sunshine intensity during the different months of year [<xref ref-type="bibr" rid="B12">12</xref>].</p>
      <p>Because most distributions were skewed, continuous data are presented as medians with interquartile ranges (IQR) and groups were compared using the Kruskal–Wallis test. Categorical variables are presented as counts and percentages and were compared using Pearson’s chi-square test. Correlations between serum 25(OH)D and eGFR or age were assessed using Spearman’s rank coefficient because of the non-normal distribution of these variables. A p-value &lt; 0.05 was considered statistically significant.</p>
      <p>Data were entered in Excel software (v16.78) and analyzed with SPSS software (v23.0).</p>
    </sec>
    <sec id="sec3">
      <title>3. Results</title>
      <p>A total of 1192 patients were included in this study. The median age was 44.0 [31.0 - 62.0] years with a male-to-female ratio (M:F) of 0.80. One hundred and eighty-four (15.44%) patients had vitamin D deficiency and 274 (22.99%) had vitamin D insufficiency (<bold>Table 1</bold>). As shown in <xref ref-type="fig" rid="fig1">Figure 1</xref>, serum 25(OH)-vitamin </p>
      <p><bold>Table 1</bold><bold>.</bold> Characteristics of patients according to their vitamin D status.</p>
      <table-wrap id="tbl1">
        <label>Table 1</label>
        <table>
          <tbody>
            <tr>
              <td rowspan="2">
              </td>
              <td rowspan="2">
                <bold>N</bold>
              </td>
              <td rowspan="2">
                <bold>vitamin D deficiency (n = 184)</bold>
              </td>
              <td rowspan="2">
                <bold>vitamin D insufficiency (n = 274)</bold>
              </td>
              <td rowspan="2">
                <bold>vitamin D normal</bold>
                <bold>(n = 734)</bold>
              </td>
              <td rowspan="2">
                <bold>total (n = 1192)</bold>
              </td>
              <td rowspan="2">
                <bold>p-value</bold>
                <bold>
                  <sup>$</sup>
                </bold>
              </td>
            </tr>
            <tr>
            </tr>
            <tr>
              <td>Age*, years</td>
              <td>1192</td>
              <td>42.5 [30.0 - 61.0]</td>
              <td>44.0 [31.3 - 64.0]</td>
              <td>44.0 [31.0 - 62.0]</td>
              <td>44.0 [31.0 - 62.0]</td>
              <td>0.389</td>
            </tr>
            <tr>
              <td>Age group</td>
              <td>1192</td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
              <td>0.255</td>
            </tr>
            <tr>
              <td>&lt;65 years</td>
              <td>
              </td>
              <td>149 (80.98)</td>
              <td>206 (75.18)</td>
              <td>582 (79.29)</td>
              <td>937 (78.61)</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>≥65 years</td>
              <td>
              </td>
              <td>35 (19.02)</td>
              <td>68 (24.82)</td>
              <td>152 (20.71)</td>
              <td>255 (21.39)</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Sex, (%)</td>
              <td>1192</td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
              <td>
              </td>
              <td>0.255</td>
            </tr>
            <tr>
              <td>Male</td>
              <td>
              </td>
              <td>92 (50.00)</td>
              <td>109 (39.78)</td>
              <td>328 (44.69)</td>
              <td>529 (44.38)</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Female</td>
              <td>
              </td>
              <td>92 (50.00)</td>
              <td>165 (60.22)</td>
              <td>406 (55.31)</td>
              <td>663 (55.62)</td>
              <td>
              </td>
            </tr>
            <tr>
              <td>Creatinine*, mg/l</td>
              <td>1192</td>
              <td>10.2 [9.0 - 12.1]</td>
              <td>10.0 [9.0 - 12.0]</td>
              <td>10.0 [8.9 - 11.6]</td>
              <td>10.0 [9.0 - 11.9]</td>
              <td>0.076</td>
            </tr>
            <tr>
              <td>Kidney dysfunction (%)</td>
              <td>1192</td>
              <td>46 (25.00)</td>
              <td>68 (24.82)</td>
              <td>141 (19.21)</td>
              <td>255 (21.39)</td>
              <td>0.067</td>
            </tr>
            <tr>
              <td>Calcemia* mg/l</td>
              <td>1191</td>
              <td>84.0 [79.0 - 90.0]</td>
              <td>86.0 [80.0 - 91.8]</td>
              <td>88.0 [83.0 - 93.0]</td>
              <td>87.0 [81.0 - 92.0]</td>
              <td>&lt;0.001</td>
            </tr>
            <tr>
              <td>Parathormone* ng/l</td>
              <td>100</td>
              <td>109.0 [95.0 - 180.0]</td>
              <td>104.4 [89.5 - 196.3]</td>
              <td>89.5 [77.3 - 123.0]</td>
              <td>99.5 [79.9 - 143.5]</td>
              <td>0.025</td>
            </tr>
            <tr>
              <td>Pathological fracture (%)</td>
              <td>1192</td>
              <td>5 (2.72)</td>
              <td>4 (1.46)</td>
              <td>19 (2.59)</td>
              <td>28 (2.35)</td>
              <td>0.539</td>
            </tr>
            <tr>
              <td>Intake of vitamin D (%)</td>
              <td>1192</td>
              <td>10 (5.43)</td>
              <td>7 (2.55)</td>
              <td>25 (3.40)</td>
              <td>41 (3.44)</td>
              <td>0.251</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
      <p><sup>$</sup>Kruskal-Wallis rank sum test, Pearson’s Chi-square test; *Median [IQR].</p>
      <fig id="fig1">
        <label>Figure 1</label>
        <graphic xlink:href="https://html.scirp.org/file/2070757-rId15.jpeg?20260522093221" />
      </fig>
      <p><bold>Figure 1</bold><bold>.</bold> Correlation between vitamin D levels and age. spearman rho (<italic>ρ</italic>) = 0.08 for women and 0.02 for male.</p>
      <p>D levels showed a very weak correlation with age, with spearman’s rho values of 0.08 in women and 0.02 in male. Among patients with vitamin D deficiency, serum calcium levels were significantly lower (p &lt; 0.001) compared to those with vitamin D insufficiency and those with normal vitamin D levels. The proportion of patients with pathological fractures (p = 0.54) and kidney dysfunction (p  =  0.07) was higher among those with vitamin D deficiency compared to the other subgroups (<bold>Table 1</bold>). Vitamin D levels showed a weak positive correlation (<italic>ρ</italic> =  0.10; p &lt; 0.001) with renal function (<xref ref-type="fig" rid="fig2">Figure 2</xref>). Overall, 51.2% of patients with severe renal dysfunction (eGFR &lt; 30 ml/min/1.72m<sup>2</sup>) were vitamin D deficient or insufficient, whereas this proportion was 34.8% among those with an eGFR ≥ 90ml/min (<xref ref-type="fig" rid="fig3">Figure 3</xref>). The mean vitamin D level throughout the year was 25.13 ng/mL, 26.68 ng/mL, 26.70 ng/mL, and 26.95 ng/mL during the first, second, third, and fourth quarters, respectively (p  =  0.854) (<xref ref-type="fig" rid="fig4">Figure 4</xref>). The highest monthly mean vitamin D level was observed in April (28.47 ± 16.18 ng/mL) which also corresponds to the sunniest month of the year with an average of 9.6 hours of sunshine per day (<bold>Table 2</bold>).</p>
      <fig id="fig2">
        <label>Figure 2</label>
        <graphic xlink:href="https://html.scirp.org/file/2070757-rId16.jpeg?20260522093221" />
      </fig>
      <p><bold>Figure 2</bold><bold>.</bold> Correlation between vitamin D levels and kidney function. spearman rho (<italic>ρ</italic>) = 0.10 (p &lt; 0.001).</p>
      <fig id="fig3">
        <label>Figure 3</label>
        <graphic xlink:href="https://html.scirp.org/file/2070757-rId17.jpeg?20260522093221" />
      </fig>
      <p><bold>Figure 3</bold><bold>.</bold> Vitamin D status across glomerular filtration rate categories (p = 0.43).</p>
      <fig id="fig4">
        <label>Figure 4</label>
        <graphic xlink:href="https://html.scirp.org/file/2070757-rId18.jpeg?20260522093222" />
      </fig>
      <p><bold>Figure 4</bold><bold>.</bold> Variations of vitamin D levels by quarter of the year (p = 0.854).</p>
      <p><bold>Table 2</bold><bold>.</bold> Average monthly level of 25-hydroxyvitamin D throughout the year (p = 0.703).</p>
      <table-wrap id="tbl2">
        <label>Table 2</label>
        <table>
          <tbody>
            <tr>
              <td>Month</td>
              <td>Mean (ng/ml) ± standard deviation</td>
              <td>
                Average sunshine rate (hours/day) [
                <xref ref-type="bibr" rid="B12">12</xref>
                ]
              </td>
            </tr>
            <tr>
              <td>January</td>
              <td>27.19 ± 16.79</td>
              <td>8.1</td>
            </tr>
            <tr>
              <td>February</td>
              <td>23.31 ± 13.56</td>
              <td>8.4</td>
            </tr>
            <tr>
              <td>March</td>
              <td>25.04 ± 13.15</td>
              <td>8.8</td>
            </tr>
            <tr>
              <td>April</td>
              <td>28.47 ± 16.18</td>
              <td>9.6</td>
            </tr>
            <tr>
              <td>May</td>
              <td>26.14 ± 15.83</td>
              <td>9.4</td>
            </tr>
            <tr>
              <td>June</td>
              <td>25.46 ± 16.01</td>
              <td>8.5</td>
            </tr>
            <tr>
              <td>July</td>
              <td>27.71 ± 18.43</td>
              <td>8.0</td>
            </tr>
            <tr>
              <td>August</td>
              <td>25.52 ± 17.28</td>
              <td>7.5</td>
            </tr>
            <tr>
              <td>September</td>
              <td>25.74 ± 10.97</td>
              <td>7.3</td>
            </tr>
            <tr>
              <td>October</td>
              <td>27.12 ± 18.83</td>
              <td>8.0</td>
            </tr>
            <tr>
              <td>November</td>
              <td>25.74 ± 14.44</td>
              <td>8.0</td>
            </tr>
            <tr>
              <td>December</td>
              <td>27.09 ± 15.38</td>
              <td>8.0</td>
            </tr>
          </tbody>
        </table>
      </table-wrap>
    </sec>
    <sec id="sec4">
      <title>4. Discussion</title>
      <p>Little is known about the vitamin D status of the Senegalese adult population. In this cross-sectional study, we assessed the prevalence of vitamin D deficiency and its association with kidney function using data from a sample of Senegalese adults undergoing vitamin D laboratory testing. Reported prevalence of vitamin D deficiency varies globally, ranging from 5.9% in the United States [<xref ref-type="bibr" rid="B13">13</xref>], 7.4% in Canada [<xref ref-type="bibr" rid="B14">14</xref>] to 13% in Europe [<xref ref-type="bibr" rid="B15">15</xref>], while insufficiency is estimated at 24%, 37%, and 40%, respectively [<xref ref-type="bibr" rid="B13">13</xref>]-[<xref ref-type="bibr" rid="B15">15</xref>]. In Africa, the overall prevalence of vitamin D deficiency and insufficiency has been reported to be 18% and 34% respectively [<xref ref-type="bibr" rid="B16">16</xref>]. In our cohort, vitamin D deficiency and insufficiency were observed in 15.44% and 22.99% of participants, respectively. These high rates of vitamin D deficiency across continents are related to several factors including reduced cutaneous synthesis due to hyperpigmentation and/or aging, insufficient sunlight exposure and to a lesser extent inadequate dietary intake [<xref ref-type="bibr" rid="B17">17</xref>].</p>
      <p>Adequate sunlight exposure is essential for optimal cutaneous vitamin D synthesis with seasonal variability demonstrated in different populations. In Slovenia, a study reported a high seasonal variation in serum vitamin D levels with deficiency being particularly pronounced during winter [<xref ref-type="bibr" rid="B18">18</xref>]. In China, vitamin D levels were found to be significantly higher between April and October compared to the rest of the year [<xref ref-type="bibr" rid="B19">19</xref>]. We observed a similar pattern in Senegal where monthly mean 25(OH)-vitamin D concentrations were higher during the second quarter corresponding to the sunniest period of the year.</p>
      <p>In addition to adequate sunlight exposure, skin pigmentation plays an important role in vitamin D synthesis capacity. Hyperpigmentation associated with elevated melanin levels reduces the ability of skin cells to synthesize vitamin D [<xref ref-type="bibr" rid="B20">20</xref>][<xref ref-type="bibr" rid="B21">21</xref>]. Data from Nigeria reported that albino individuals exhibited significantly higher 25(OH)-vitamin D levels compared with normally pigmented individuals [<xref ref-type="bibr" rid="B22">22</xref>].</p>
      <p>More than half of the patients with severe kidney dysfunction (eGFR &lt; 30 ml/min/1.72m<sup>2</sup>) in our study had 25(OH)-vitamin D levels &lt; 20 ng/ml. Similar proportions have been reported in U.S. hemodialysis populations where 57% of patients had 25(OH)-vitamin D levels &lt; 20 ng/ml [<xref ref-type="bibr" rid="B23">23</xref>]. This decline in vitamin D status during kidney disease is linked to many alterations in vitamin D metabolism. While reduced sunlight exposure, cutaneous abnormalities and low food intake contribute to the deficiency, another mechanism involves urinary losses due to impaired reabsorption of the 25(OH)-vitamin D—Vitamin D Binding Protein complex in the proximal tubule [<xref ref-type="bibr" rid="B24">24</xref>]. This defect reduces renal hydroxylation of vitamin D, leading to decreased circulating 25(OH)-vitamin D levels [<xref ref-type="bibr" rid="B25">25</xref>]. Such reductions appear early in the course of kidney disease and worsen with disease progression, a trend consistently observed in our cohort.</p>
      <p>Vitamin D deficiency in adults, particularly those with kidney dysfunction has been associated with adverse clinical outcomes including bone fragility, increased fracture risk and high cardiovascular morbidity [<xref ref-type="bibr" rid="B26">26</xref>]. These effects are largely mediated through disturbances in mineral metabolism with elevated parathyroid hormone (PTH) and fibroblast growth factor-23 (FGF-23) levels driving secondary hyperparathyroidism [<xref ref-type="bibr" rid="B25">25</xref>]. In our cohort, this biological mechanism was reflected by significantly higher PTH levels among patients with vitamin D deficiency compared to those with normal status (p = 0.025).</p>
      <p>Despite the above results, this present study has some limitations that should be acknowledged. First, the monocentric and hospital-based design introduces a risk of indication and referral bias, as included patients were selected based on clinical indications for vitamin D testing. Therefore, the findings may not be generalizable to the general population. Second, some variables that are known to influence vitamin D status such as body mass index, dietary intake and clothing habits were not available in our dataset and may restrict a more comprehensive interpretation of the determinants of vitamin D deficiency. Also, Vitamin D supplementation was not adjusted for in the analysis and may represent a potential confounder.</p>
      <p>However, these findings support the need of assessing vitamin D status in Senegalese adults in order to detect and correct potential deficiency even in those with normal kidney function despite regularly exposed to UV sunlight.</p>
    </sec>
    <sec id="sec5">
      <title>5. Conclusion</title>
      <p>Our study demonstrates that vitamin D deficiency and insufficiency are common among adults referred for vitamin D testing in a hospital setting, affecting nearly 40% of the study population. The burden is particularly high in patients with severe kidney dysfunction, supporting the role of renal impairment in altered vitamin D metabolism. Although seasonal trends were modest, higher concentrations during sunnier periods reinforce the importance of sunlight exposure. Given skeletal and extra-skeletal consequences of hypovitaminosis D, especially in the context of kidney disease, routine monitoring and preventive strategies including optimized sun exposure and nutritional support should be considered in Senegal and similar sub-Saharan African settings.</p>
    </sec>
    <sec id="sec6">
      <title>Ethical Consideration</title>
      <p>This study was conducted in accordance with the principles of the Declaration of Helsinki. Individual informed consent was waived given the cross-sectional design of the study based on anonymized laboratory and hospital records. The study protocol was approved by the ethics committee of the Ouakam Military Hospital.</p>
    </sec>
    <sec id="sec7">
      <title>Authors’ Contribution</title>
      <p>Study design: S.M.S, M.N; Data collection: S.M.S, B.F; Statistical analysis: S.M.S, M.N; Data interpretation and manuscript preparation: S.M.S, M.N, I.L.S; Final revision of the manuscript: M.N, I.L.S, B.C, B.M, C.F, L.N.M.L, B.F, S.M.S.</p>
      <p>All authors reviewed and approved the manuscript.</p>
    </sec>
    <sec id="sec8">
      <title>Data Availability Statement</title>
      <p>The datasets used and/or analyzed during the current study available from the corresponding author on reasonable request.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <title>References</title>
      <ref id="B1">
        <label>1.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Sahota, O. (2014) Understanding Vitamin D Deficiency. <italic>Age</italic><italic>and</italic><italic>Ageing</italic>, 43, 589-591. https://doi.org/10.1093/ageing/afu104 <pub-id pub-id-type="doi">10.1093/ageing/afu104</pub-id><pub-id pub-id-type="pmid">25074537</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/ageing/afu104">https://doi.org/10.1093/ageing/afu104</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Sahota, O.</string-name>
            </person-group>
            <year>2014</year>
            <article-title>Understanding Vitamin D Deficiency</article-title>
            <source>Age and Ageing</source>
            <volume>43</volume>
            <pub-id pub-id-type="doi">10.1093/ageing/afu104</pub-id>
            <pub-id pub-id-type="pmid">25074537</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B2">
        <label>2.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Macdonald, H.M. (2013) Contributions of Sunlight and Diet to Vitamin D Status. <italic>Calcified</italic><italic>Tissue</italic><italic>International</italic>, 92, 163-176. https://doi.org/10.1007/s00223-012-9634-1 <pub-id pub-id-type="doi">10.1007/s00223-012-9634-1</pub-id><pub-id pub-id-type="pmid">23001438</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s00223-012-9634-1">https://doi.org/10.1007/s00223-012-9634-1</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Macdonald, H.M.</string-name>
            </person-group>
            <year>2013</year>
            <article-title>Contributions of Sunlight and Diet to Vitamin D Status</article-title>
            <source>Calcified Tissue International</source>
            <volume>92</volume>
            <pub-id pub-id-type="doi">10.1007/s00223-012-9634-1</pub-id>
            <pub-id pub-id-type="pmid">23001438</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B3">
        <label>3.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Saraff, V. and Shaw, N. (2016) Sunshine and Vitamin D. <italic>Archives</italic><italic>of</italic><italic>Disease</italic><italic>in</italic><italic>Childhood</italic>, 101, 190-192. https://doi.org/10.1136/archdischild-2014-307214 <pub-id pub-id-type="doi">10.1136/archdischild-2014-307214</pub-id><pub-id pub-id-type="pmid">26323284</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1136/archdischild-2014-307214">https://doi.org/10.1136/archdischild-2014-307214</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Saraff, V.</string-name>
              <string-name>Shaw, N.</string-name>
            </person-group>
            <year>2016</year>
            <article-title>Sunshine and Vitamin D</article-title>
            <source>Archives of Disease in Childhood</source>
            <volume>101</volume>
            <pub-id pub-id-type="doi">10.1136/archdischild-2014-307214</pub-id>
            <pub-id pub-id-type="pmid">26323284</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B4">
        <label>4.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Christakos, S., Dhawan, P., Verstuyf, A., Verlinden, L. and Carmeliet, G. (2016) Vitamin D: Metabolism, Molecular Mechanism of Action, and Pleiotropic Effects. <italic>Physiological</italic><italic>Reviews</italic>, 96, 365-408. https://doi.org/10.1152/physrev.00014.2015 <pub-id pub-id-type="doi">10.1152/physrev.00014.2015</pub-id><pub-id pub-id-type="pmid">26681795</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1152/physrev.00014.2015">https://doi.org/10.1152/physrev.00014.2015</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Christakos, S.</string-name>
              <string-name>Dhawan, P.</string-name>
              <string-name>Verstuyf, A.</string-name>
              <string-name>Verlinden, L.</string-name>
              <string-name>Carmeliet, G.</string-name>
              <string-name>Metabolism, M</string-name>
            </person-group>
            <year>2016</year>
            <article-title>Vitamin D: Metabolism, Molecular Mechanism of Action, and Pleiotropic Effects</article-title>
            <source>Physiological Reviews</source>
            <volume>96</volume>
            <pub-id pub-id-type="doi">10.1152/physrev.00014.2015</pub-id>
            <pub-id pub-id-type="pmid">26681795</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B5">
        <label>5.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Bandeira, F., Griz, L., Dreyer, P., Eufrazino, C., Bandeira, C. and Freese, E. (2006) Vitamin D Deficiency: A Global Perspective. <italic>Arquivos</italic><italic>Brasileiros</italic><italic>de</italic><italic>Endocrinologia</italic><italic>&amp;</italic><italic>Metabologia</italic>, 50, 640-646. https://doi.org/10.1590/s0004-27302006000400009 <pub-id pub-id-type="doi">10.1590/s0004-27302006000400009</pub-id><pub-id pub-id-type="pmid">17117289</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1590/s0004-27302006000400009">https://doi.org/10.1590/s0004-27302006000400009</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Bandeira, F.</string-name>
              <string-name>Griz, L.</string-name>
              <string-name>Dreyer, P.</string-name>
              <string-name>Eufrazino, C.</string-name>
              <string-name>Bandeira, C.</string-name>
              <string-name>Freese, E.</string-name>
            </person-group>
            <year>2006</year>
            <article-title>Vitamin D Deficiency: A Global Perspective</article-title>
            <source>Arquivos Brasileiros de Endocrinologia &amp; Metabologia</source>
            <volume>50</volume>
            <pub-id pub-id-type="doi">10.1590/s0004-27302006000400009</pub-id>
            <pub-id pub-id-type="pmid">17117289</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B6">
        <label>6.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Kidney Disease: Improving Global Outcomes (KDIGO) CKD-MBD Update Work Group (2017) KDIGO 2017 Clinical Practice Guideline Update for the Diagnosis, Evaluation, Prevention, and Treatment of Chronic Kidney Disease-Mineral and Bone Disorder (CKD-MBD). <italic>Kidney International Supplements</italic>, 7, 1-59.</mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Diagnosis, E</string-name>
            </person-group>
            <year>2017</year>
            <article-title>KDIGO 2017 Clinical Practice Guideline Update for the Diagnosis, Evaluation, Prevention, and Treatment of Chronic Kidney Disease-Mineral and Bone Disorder (CKD-MBD)</article-title>
            <source>Kidney International Supplements</source>
            <volume>7</volume>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B7">
        <label>7.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Wimalawansa, S.J. (2024) Physiology of Vitamin D—Focusing on Disease Prevention. <italic>Nutrients</italic>, 16, Article 1666. https://doi.org/10.3390/nu16111666 <pub-id pub-id-type="doi">10.3390/nu16111666</pub-id><pub-id pub-id-type="pmid">38892599</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/nu16111666">https://doi.org/10.3390/nu16111666</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Wimalawansa, S.J.</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Physiology of Vitamin D—Focusing on Disease Prevention</article-title>
            <source>Nutrients</source>
            <volume>16</volume>
            <elocation-id>1666</elocation-id>
            <pub-id pub-id-type="doi">10.3390/nu16111666</pub-id>
            <pub-id pub-id-type="pmid">38892599</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B8">
        <label>8.</label>
        <citation-alternatives>
          <mixed-citation publication-type="web">CKD-EPI Creatinine Equation (2021) National Kidney Foundation. https://www.kidney.org/ckd-epi-creatinine-equation-2021-0</mixed-citation>
          <element-citation publication-type="web">
            <year>2021</year>
            <article-title>National Kidney Foundation</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B9">
        <label>9.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Stevens, P.E. and Levin, A. (2013) Evaluation and Management of Chronic Kidney Disease: Synopsis of the Kidney Disease: Improving Global Outcomes 2012 Clinical Practice Guideline. <italic>Annals</italic><italic>of</italic><italic>Internal</italic><italic>Medicine</italic>, 158, 825-830. https://doi.org/10.7326/0003-4819-158-11-201306040-00007 <pub-id pub-id-type="doi">10.7326/0003-4819-158-11-201306040-00007</pub-id><pub-id pub-id-type="pmid">23732715</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.7326/0003-4819-158-11-201306040-00007">https://doi.org/10.7326/0003-4819-158-11-201306040-00007</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Stevens, P.E.</string-name>
              <string-name>Levin, A.</string-name>
            </person-group>
            <year>2013</year>
            <article-title>Evaluation and Management of Chronic Kidney Disease: Synopsis of the Kidney Disease: Improving Global Outcomes 2012 Clinical Practice Guideline</article-title>
            <source>Annals of Internal Medicine</source>
            <volume>158</volume>
            <pub-id pub-id-type="doi">10.7326/0003-4819-158-11-201306040-00007</pub-id>
            <pub-id pub-id-type="pmid">23732715</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B10">
        <label>10.</label>
        <citation-alternatives>
          <mixed-citation publication-type="confproc">Giustina, A., Adler, R.A., Binkley, N., Bouillon, R., Ebeling, P.R., Lazaretti-Castro, M., <italic>et al</italic>. (2019) Controversies in Vitamin D: Summary Statement from an International Conference. <italic>The</italic><italic>Journal</italic><italic>of</italic><italic>Clinical</italic><italic>Endocrinology</italic><italic>&amp;</italic><italic>Metabolism</italic>, 104, 234-240. https://doi.org/10.1210/jc.2018-01414 <pub-id pub-id-type="doi">10.1210/jc.2018-01414</pub-id><pub-id pub-id-type="pmid">30383226</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1210/jc.2018-01414">https://doi.org/10.1210/jc.2018-01414</ext-link></mixed-citation>
          <element-citation publication-type="confproc">
            <person-group person-group-type="author">
              <string-name>Giustina, A.</string-name>
              <string-name>Adler, R.A.</string-name>
              <string-name>Binkley, N.</string-name>
              <string-name>Bouillon, R.</string-name>
              <string-name>Ebeling, P.R.</string-name>
              <string-name>Lazaretti-Castro, M.</string-name>
            </person-group>
            <year>2019</year>
            <article-title>Controversies in Vitamin D: Summary Statement from an International Conference</article-title>
            <source>The Journal of Clinical Endocrinology &amp; Metabolism</source>
            <volume>104</volume>
            <pub-id pub-id-type="doi">10.1210/jc.2018-01414</pub-id>
            <pub-id pub-id-type="pmid">30383226</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B11">
        <label>11.</label>
        <citation-alternatives>
          <mixed-citation publication-type="web">Lukulunga, L.U. (2017) Fracture pathologique des membres: Aspects épidémiologiques; cliniques; radiologiques; thérapeutiques et évolutifs. https://toubkal.imist.ma/handle/123456789/16732</mixed-citation>
          <element-citation publication-type="web">
            <person-group person-group-type="author">
              <string-name>Lukulunga, L.U.</string-name>
            </person-group>
            <year>2017</year>
            <article-title>Fracture pathologique des membres: Aspects épidémiologiques; cliniques; radiologiques; thérapeutiques et évolutifs</article-title>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B12">
        <label>12.</label>
        <citation-alternatives>
          <mixed-citation publication-type="web">Dakar Weather &amp; Climate (2025) Year-Round Guide with Graphs. World Weather &amp; Climate Information. https://weather-and-climate.com/average-monthly-Rainfall-Temperature-Sunshine,Dakar,Senegal</mixed-citation>
          <element-citation publication-type="web">
            <person-group person-group-type="author">
              <string-name>Rainfall-Temperature-Sunshine, D</string-name>
            </person-group>
            <year>2025</year>
            <article-title>Year-Round Guide with Graphs</article-title>
            <source>World Weather &amp; Climate Information. https://weather-and-climate.com/average-monthly-Rainfall-Temperature-Sunshine</source>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B13">
        <label>13.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Schleicher, R.L., Sternberg, M.R., Looker, A.C., Yetley, E.A., Lacher, D.A., Sempos, C.T., <italic>et al</italic>. (2016) National Estimates of Serum Total 25-Hydroxyvitamin D and Metabolite Concentrations Measured by Liquid Chromatography-Tandem Mass Spectrometry in the US Population during 2007-2010. <italic>The</italic><italic>Journal</italic><italic>of</italic><italic>Nutrition</italic>, 146, 1051-1061. https://doi.org/10.3945/jn.115.227728 <pub-id pub-id-type="doi">10.3945/jn.115.227728</pub-id><pub-id pub-id-type="pmid">27052537</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3945/jn.115.227728">https://doi.org/10.3945/jn.115.227728</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Schleicher, R.L.</string-name>
              <string-name>Sternberg, M.R.</string-name>
              <string-name>Looker, A.C.</string-name>
              <string-name>Yetley, E.A.</string-name>
              <string-name>Lacher, D.A.</string-name>
              <string-name>Sempos, C.T.</string-name>
            </person-group>
            <year>2016</year>
            <article-title>National Estimates of Serum Total 25-Hydroxyvitamin D and Metabolite Concentrations Measured by Liquid Chromatography-Tandem Mass Spectrometry in the US Population during 2007-2010</article-title>
            <source>The Journal of Nutrition</source>
            <volume>146</volume>
            <pub-id pub-id-type="doi">10.3945/jn.115.227728</pub-id>
            <pub-id pub-id-type="pmid">27052537</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B14">
        <label>14.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Sarafin, K., Durazo-Arvizu, R., Tian, L., Phinney, K.W., Tai, S., Camara, J.E., <italic>et al</italic>. (2015) Standardizing 25-Hydroxyvitamin D Values from the Canadian Health Measures Survey. <italic>The</italic><italic>American</italic><italic>Journal</italic><italic>of</italic><italic>Clinical</italic><italic>Nutrition</italic>, 102, 1044-1050. https://doi.org/10.3945/ajcn.114.103689 <pub-id pub-id-type="doi">10.3945/ajcn.114.103689</pub-id><pub-id pub-id-type="pmid">26423385</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3945/ajcn.114.103689">https://doi.org/10.3945/ajcn.114.103689</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Sarafin, K.</string-name>
              <string-name>Durazo-Arvizu, R.</string-name>
              <string-name>Tian, L.</string-name>
              <string-name>Phinney, K.W.</string-name>
              <string-name>Tai, S.</string-name>
              <string-name>Camara, J.E.</string-name>
            </person-group>
            <year>2015</year>
            <article-title>Standardizing 25-Hydroxyvitamin D Values from the Canadian Health Measures Survey</article-title>
            <source>The American Journal of Clinical Nutrition</source>
            <volume>102</volume>
            <pub-id pub-id-type="doi">10.3945/ajcn.114.103689</pub-id>
            <pub-id pub-id-type="pmid">26423385</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B15">
        <label>15.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Cashman, K.D., Dowling, K.G., Škrabáková, Z., Gonzalez-Gross, M., Valtueña, J., De Henauw, S., <italic>et al</italic>. (2016) Vitamin D deficiency in Europe: Pandemic? <italic>The</italic><italic>American</italic><italic>Journal</italic><italic>of</italic><italic>Clinical</italic><italic>Nutrition</italic>, 103, 1033-1044. https://doi.org/10.3945/ajcn.115.120873 <pub-id pub-id-type="doi">10.3945/ajcn.115.120873</pub-id><pub-id pub-id-type="pmid">26864360</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3945/ajcn.115.120873">https://doi.org/10.3945/ajcn.115.120873</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Cashman, K.D.</string-name>
              <string-name>Dowling, K.G.</string-name>
              <string-name>Gonzalez-Gross, M.</string-name>
              <string-name>Henauw, S.</string-name>
            </person-group>
            <year>2016</year>
            <article-title>Vitamin D deficiency in Europe: Pandemic? The American Journal of Clinical Nutrition, 103, 1033-1044</article-title>
            <pub-id pub-id-type="doi">10.3945/ajcn.115.120873</pub-id>
            <pub-id pub-id-type="pmid">26864360</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B16">
        <label>16.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Mogire, R.M., Mutua, A., Kimita, W., Kamau, A., Bejon, P., Pettifor, J.M., <italic>et al</italic>. (2020) Prevalence of Vitamin D Deficiency in Africa: A Systematic Review and Meta-Analysis. <italic>The</italic><italic>Lancet</italic><italic>Global</italic><italic>Health</italic>, 8, e134-e142. https://doi.org/10.1016/s2214-109x(19)30457-7 <pub-id pub-id-type="doi">10.1016/s2214-109x(19)30457-7</pub-id><pub-id pub-id-type="pmid">31786117</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/s2214-109x(19)30457-7">https://doi.org/10.1016/s2214-109x(19)30457-7</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Mogire, R.M.</string-name>
              <string-name>Mutua, A.</string-name>
              <string-name>Kimita, W.</string-name>
              <string-name>Kamau, A.</string-name>
              <string-name>Bejon, P.</string-name>
              <string-name>Pettifor, J.M.</string-name>
            </person-group>
            <year>2020</year>
            <article-title>Prevalence of Vitamin D Deficiency in Africa: A Systematic Review and Meta-Analysis</article-title>
            <source>The Lancet Global Health</source>
            <volume>8</volume>
            <pub-id pub-id-type="doi">10.1016/s2214-109x(19)30457-7</pub-id>
            <pub-id pub-id-type="pmid">31786117</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B17">
        <label>17.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Cashman, K.D. (2020) Vitamin D Deficiency: Defining, Prevalence, Causes, and Strategies of Addressing. <italic>Calcified</italic><italic>Tissue</italic><italic>International</italic>, 106, 14-29. https://doi.org/10.1007/s00223-019-00559-4 <pub-id pub-id-type="doi">10.1007/s00223-019-00559-4</pub-id><pub-id pub-id-type="pmid">31069443</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1007/s00223-019-00559-4">https://doi.org/10.1007/s00223-019-00559-4</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Cashman, K.D.</string-name>
              <string-name>Defining, P</string-name>
            </person-group>
            <year>2020</year>
            <article-title>Vitamin D Deficiency: Defining, Prevalence, Causes, and Strategies of Addressing</article-title>
            <source>Calcified Tissue International</source>
            <volume>106</volume>
            <pub-id pub-id-type="doi">10.1007/s00223-019-00559-4</pub-id>
            <pub-id pub-id-type="pmid">31069443</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B18">
        <label>18.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Hribar, M., Hristov, H., Gregorič, M., Blaznik, U., Zaletel, K., Oblak, A., <italic>et al</italic>. (2020) Nutrihealth Study: Seasonal Variation in Vitamin D Status among the Slovenian Adult and Elderly Population. <italic>Nutrients</italic>, 12, Article 1838. https://doi.org/10.3390/nu12061838 <pub-id pub-id-type="doi">10.3390/nu12061838</pub-id><pub-id pub-id-type="pmid">32575612</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/nu12061838">https://doi.org/10.3390/nu12061838</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Hribar, M.</string-name>
              <string-name>Hristov, H.</string-name>
              <string-name>Blaznik, U.</string-name>
              <string-name>Zaletel, K.</string-name>
              <string-name>Oblak, A.</string-name>
            </person-group>
            <year>2020</year>
            <article-title>Nutrihealth Study: Seasonal Variation in Vitamin D Status among the Slovenian Adult and Elderly Population</article-title>
            <source>Nutrients</source>
            <volume>12</volume>
            <elocation-id>1838</elocation-id>
            <pub-id pub-id-type="doi">10.3390/nu12061838</pub-id>
            <pub-id pub-id-type="pmid">32575612</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B19">
        <label>19.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Shen, M., Li, Z., Lv, D., Yang, G., Wu, R., Pan, J., <italic>et al</italic>. (2020) Seasonal Variation and Correlation Analysis of Vitamin D and Parathyroid Hormone in Hangzhou, Southeast China. <italic>Journal</italic><italic>of</italic><italic>Cellular</italic><italic>and</italic><italic>Molecular</italic><italic>Medicine</italic>, 24, 7370-7377. https://doi.org/10.1111/jcmm.15330 <pub-id pub-id-type="doi">10.1111/jcmm.15330</pub-id><pub-id pub-id-type="pmid">32415728</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/jcmm.15330">https://doi.org/10.1111/jcmm.15330</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Shen, M.</string-name>
              <string-name>Li, Z.</string-name>
              <string-name>Lv, D.</string-name>
              <string-name>Yang, G.</string-name>
              <string-name>Wu, R.</string-name>
              <string-name>Pan, J.</string-name>
              <string-name>Hangzhou, S</string-name>
            </person-group>
            <year>2020</year>
            <article-title>Seasonal Variation and Correlation Analysis of Vitamin D and Parathyroid Hormone in Hangzhou, Southeast China</article-title>
            <source>Journal of Cellular and Molecular Medicine</source>
            <volume>24</volume>
            <pub-id pub-id-type="doi">10.1111/jcmm.15330</pub-id>
            <pub-id pub-id-type="pmid">32415728</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B20">
        <label>20.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Hartono, A.C., Sidharta, V.M., Astiarani, Y. and Regina, R. (2023) Association between Melanin and Vitamin D: A Systematic Review. <italic>Jurnal</italic><italic>Kedokteran</italic><italic>dan</italic><italic>Kesehatan</italic><italic>Indonesia</italic>, 14, 95-103. https://doi.org/10.20885/jkki.vol14.iss1.art13 <pub-id pub-id-type="doi">10.20885/jkki.vol14.iss1.art13</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.20885/jkki.vol14.iss1.art13">https://doi.org/10.20885/jkki.vol14.iss1.art13</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Hartono, A.C.</string-name>
              <string-name>Sidharta, V.M.</string-name>
              <string-name>Astiarani, Y.</string-name>
              <string-name>Regina, R.</string-name>
            </person-group>
            <year>2023</year>
            <article-title>Association between Melanin and Vitamin D: A Systematic Review</article-title>
            <source>Jurnal Kedokteran dan Kesehatan Indonesia</source>
            <volume>14</volume>
            <pub-id pub-id-type="doi">10.20885/jkki.vol14.iss1.art13</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B21">
        <label>21.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Clemens, T.L., Henderson, S.L., Adams, J.S. and Holick, M.F. (1982) Increased Skin Pigment Reduces the Capacity of Skin to Synthesise Vitamin D3. <italic>The</italic><italic>Lancet</italic>, 319, 74-76. https://doi.org/10.1016/s0140-6736(82)90214-8 <pub-id pub-id-type="doi">10.1016/s0140-6736(82)90214-8</pub-id><pub-id pub-id-type="pmid">6119494</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1016/s0140-6736(82)90214-8">https://doi.org/10.1016/s0140-6736(82)90214-8</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Clemens, T.L.</string-name>
              <string-name>Henderson, S.L.</string-name>
              <string-name>Adams, J.S.</string-name>
              <string-name>Holick, M.F.</string-name>
            </person-group>
            <year>1982</year>
            <article-title>Increased Skin Pigment Reduces the Capacity of Skin to Synthesise Vitamin D3</article-title>
            <source>The Lancet</source>
            <volume>6736</volume>
            <issue>82</issue>
            <pub-id pub-id-type="doi">10.1016/s0140-6736(82)90214-8</pub-id>
            <pub-id pub-id-type="pmid">6119494</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B22">
        <label>22.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Enechukwu, N., Cockburn, M., Ogun, G., Ezejiofor, O.I., George, A. and Ogunbiyi, A. (2019) Higher Vitamin D Levels in Nigerian Albinos Compared with Pigmented Controls. <italic>International</italic><italic>Journal</italic><italic>of</italic><italic>Dermatology</italic>, 58, 1148-1152. https://doi.org/10.1111/ijd.14611 <pub-id pub-id-type="doi">10.1111/ijd.14611</pub-id><pub-id pub-id-type="pmid">31418463</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1111/ijd.14611">https://doi.org/10.1111/ijd.14611</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Enechukwu, N.</string-name>
              <string-name>Cockburn, M.</string-name>
              <string-name>Ogun, G.</string-name>
              <string-name>Ezejiofor, O.I.</string-name>
              <string-name>George, A.</string-name>
              <string-name>Ogunbiyi, A.</string-name>
            </person-group>
            <year>2019</year>
            <article-title>Higher Vitamin D Levels in Nigerian Albinos Compared with Pigmented Controls</article-title>
            <source>International Journal of Dermatology</source>
            <volume>58</volume>
            <pub-id pub-id-type="doi">10.1111/ijd.14611</pub-id>
            <pub-id pub-id-type="pmid">31418463</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B23">
        <label>23.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Bhan, I., Burnett-Bowie, S.M., Ye, J., Tonelli, M. and Thadhani, R. (2010) Clinical Measures Identify Vitamin D Deficiency in Dialysis. <italic>Clinical</italic><italic>Journal</italic><italic>of</italic><italic>the</italic><italic>American</italic><italic>Society</italic><italic>of</italic><italic>Nephrology</italic>, 5, 460-467. https://doi.org/10.2215/cjn.06440909 <pub-id pub-id-type="doi">10.2215/cjn.06440909</pub-id><pub-id pub-id-type="pmid">20185603</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.2215/cjn.06440909">https://doi.org/10.2215/cjn.06440909</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Bhan, I.</string-name>
              <string-name>Burnett-Bowie, S.M.</string-name>
              <string-name>Ye, J.</string-name>
              <string-name>Tonelli, M.</string-name>
              <string-name>Thadhani, R.</string-name>
            </person-group>
            <year>2010</year>
            <article-title>Clinical Measures Identify Vitamin D Deficiency in Dialysis</article-title>
            <source>Clinical Journal of the American Society of Nephrology</source>
            <volume>5</volume>
            <pub-id pub-id-type="doi">10.2215/cjn.06440909</pub-id>
            <pub-id pub-id-type="pmid">20185603</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B24">
        <label>24.</label>
        <citation-alternatives>
          <mixed-citation publication-type="journal">Semnani-Azad, Z., Wang, W.Z.N., Cole, D.E.C., Johnston, L.W., Wong, B.Y.L., Fu, L., <italic>et al</italic>. (2024) Urinary Vitamin D Binding Protein: A Marker of Kidney Tubular Dysfunction in Patients at Risk for Type 2 Diabetes. <italic>Journal</italic><italic>of</italic><italic>the</italic><italic>Endocrine</italic><italic>Society</italic>, 8, bvae014. https://doi.org/10.1210/jendso/bvae014 <pub-id pub-id-type="doi">10.1210/jendso/bvae014</pub-id><pub-id pub-id-type="pmid">38352963</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1210/jendso/bvae014">https://doi.org/10.1210/jendso/bvae014</ext-link></mixed-citation>
          <element-citation publication-type="journal">
            <person-group person-group-type="author">
              <string-name>Semnani-Azad, Z.</string-name>
              <string-name>Wang, W.Z.N.</string-name>
              <string-name>Cole, D.E.C.</string-name>
              <string-name>Johnston, L.W.</string-name>
              <string-name>Wong, B.Y.L.</string-name>
              <string-name>Fu, L.</string-name>
            </person-group>
            <year>2024</year>
            <article-title>Urinary Vitamin D Binding Protein: A Marker of Kidney Tubular Dysfunction in Patients at Risk for Type 2 Diabetes</article-title>
            <source>Journal of the Endocrine Society</source>
            <volume>8</volume>
            <pub-id pub-id-type="doi">10.1210/jendso/bvae014</pub-id>
            <pub-id pub-id-type="pmid">38352963</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B25">
        <label>25.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Jørgensen, H.S., Vervloet, M., Cavalier, E., Bacchetta, J., de Borst, M.H., Bover, J., <italic>et al</italic>. (2025) The Role of Nutritional Vitamin D in Chronic Kidney Disease–mineral and Bone Disorder in Children and Adults with Chronic Kidney Disease, on Dialysis, and after Kidney Transplantation—A European Consensus Statement. <italic>Nephrology</italic><italic>Dialysis</italic><italic>Transplantation</italic>, 40, 797-822. https://doi.org/10.1093/ndt/gfae293 <pub-id pub-id-type="doi">10.1093/ndt/gfae293</pub-id><pub-id pub-id-type="pmid">39875204</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.1093/ndt/gfae293">https://doi.org/10.1093/ndt/gfae293</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Vervloet, M.</string-name>
              <string-name>Cavalier, E.</string-name>
              <string-name>Bacchetta, J.</string-name>
              <string-name>Borst, M.H.</string-name>
              <string-name>Bover, J.</string-name>
            </person-group>
            <year>2025</year>
            <article-title>The Role of Nutritional Vitamin D in Chronic Kidney Disease–mineral and Bone Disorder in Children and Adults with Chronic Kidney Disease, on Dialysis, and after Kidney Transplantation—A European Consensus Statement</article-title>
            <source>Nephrology Dialysis Transplantation</source>
            <volume>40</volume>
            <pub-id pub-id-type="doi">10.1093/ndt/gfae293</pub-id>
            <pub-id pub-id-type="pmid">39875204</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
      <ref id="B26">
        <label>26.</label>
        <citation-alternatives>
          <mixed-citation publication-type="other">Bover, J., Massó, E., Gifre, L., Alfieri, C., Soler-Majoral, J., Fusaro, M., <italic>et al</italic>. (2023) Vitamin D and Chronic Kidney Disease Association with Mineral and Bone Disorder: An Appraisal of Tangled Guidelines. <italic>Nutrients</italic>, 15, Article 1576. https://doi.org/10.3390/nu15071576 <pub-id pub-id-type="doi">10.3390/nu15071576</pub-id><pub-id pub-id-type="pmid">37049415</pub-id><ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3390/nu15071576">https://doi.org/10.3390/nu15071576</ext-link></mixed-citation>
          <element-citation publication-type="other">
            <person-group person-group-type="author">
              <string-name>Bover, J.</string-name>
              <string-name>Gifre, L.</string-name>
              <string-name>Alfieri, C.</string-name>
              <string-name>Soler-Majoral, J.</string-name>
              <string-name>Fusaro, M.</string-name>
            </person-group>
            <year>2023</year>
            <article-title>Vitamin D and Chronic Kidney Disease Association with Mineral and Bone Disorder: An Appraisal of Tangled Guidelines</article-title>
            <source>Nutrients</source>
            <volume>15</volume>
            <elocation-id>1576</elocation-id>
            <pub-id pub-id-type="doi">10.3390/nu15071576</pub-id>
            <pub-id pub-id-type="pmid">37049415</pub-id>
          </element-citation>
        </citation-alternatives>
      </ref>
    </ref-list>
  </back>
</article>