<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.2 20190208//EN" "http://jats.nlm.nih.gov/publishing/1.2/JATS-journalpublishing1.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="1.2" xml:lang="en">
    <front>
        <journal-meta>
            <journal-id journal-id-type="pmc">F1000Research</journal-id>
            <journal-title-group>
                <journal-title>F1000Research</journal-title>
            </journal-title-group>
            <issn pub-type="epub">2046-1402</issn>
            <publisher>
                <publisher-name>F1000 Research Limited</publisher-name>
                <publisher-loc>London, UK</publisher-loc>
            </publisher>
        </journal-meta>
        <article-meta>
            <article-id pub-id-type="doi">10.12688/f1000research.125191.1</article-id>
            <article-categories>
                <subj-group subj-group-type="heading">
                    <subject>Research Article</subject>
                </subj-group>
                <subj-group>
                    <subject>Articles</subject>
                </subj-group>
            </article-categories>
            <title-group>
                <article-title>Impact of serum levels of vitamin D on lipid profiles, glycemic indices, and insulin resistance in obese type 2 diabetes patients: An observational study</article-title>
                <fn-group content-type="pub-status">
                    <fn>
                        <p>[version 1; peer review: awaiting peer review]</p>
                    </fn>
                </fn-group>
            </title-group>
            <contrib-group>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>Faris Raheem</surname>
                        <given-names>Mohanad</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Data Curation</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Investigation</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Original Draft Preparation</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="no">
                    <name>
                        <surname>H. Ali</surname>
                        <given-names>Shatha</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Conceptualization</role>
                    <role content-type="http://credit.niso.org/">Formal Analysis</role>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Supervision</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <xref ref-type="aff" rid="a1">1</xref>
                </contrib>
                <contrib contrib-type="author" corresp="yes">
                    <name>
                        <surname>G. Shareef</surname>
                        <given-names>Laith</given-names>
                    </name>
                    <role content-type="http://credit.niso.org/">Methodology</role>
                    <role content-type="http://credit.niso.org/">Software</role>
                    <role content-type="http://credit.niso.org/">Validation</role>
                    <role content-type="http://credit.niso.org/">Visualization</role>
                    <role content-type="http://credit.niso.org/">Writing &#x2013; Review &amp; Editing</role>
                    <uri content-type="orcid">https://orcid.org/0000-0001-7773-8474</uri>
                    <xref ref-type="corresp" rid="c1">a</xref>
                    <xref ref-type="aff" rid="a2">2</xref>
                </contrib>
                <aff id="a1">
                    <label>1</label>Department of Clinical Laboratory Science, College of Pharmacy, University of Baghdad, Baghdad, 10011, Iraq</aff>
                <aff id="a2">
                    <label>2</label>Department of Pharmacy, Al-Esraa University College, Baghdad, 10011, Iraq</aff>
            </contrib-group>
            <author-notes>
                <corresp id="c1">
                    <label>a</label>
                    <email xlink:href="mailto:Laithalkunani@yahoo.com">Laithalkunani@yahoo.com</email>
                </corresp>
                <fn fn-type="conflict">
                    <p>No competing interests were disclosed.</p>
                </fn>
            </author-notes>
            <pub-date pub-type="epub">
                <day>6</day>
                <month>9</month>
                <year>2022</year>
            </pub-date>
            <pub-date pub-type="collection">
                <year>2022</year>
            </pub-date>
            <volume>11</volume>
            <elocation-id>1002</elocation-id>
            <history>
                <date date-type="accepted">
                    <day>30</day>
                    <month>8</month>
                    <year>2022</year>
                </date>
            </history>
            <permissions>
                <copyright-statement>Copyright: &#x00a9; 2022 Faris Raheem M et al.</copyright-statement>
                <copyright-year>2022</copyright-year>
                <license xlink:href="https://creativecommons.org/licenses/by/4.0/">
                    <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
                </license>
            </permissions>
            <self-uri content-type="pdf" xlink:href="https://f1000research.com/articles/11-1002/pdf"/>
            <abstract>
                <p>
                    <bold>Background:</bold> Diabetes patients have a higher chance of developing dyslipidemia and increased release of free fatty acids, which participate in developing insulin-resistant fat cells. On the other hand, vitamin D insufficiency is linked to the evolution of type 2 diabetes mellitus (T2DM). This study examines the impact of vitamin D serum levels on lipid profiles and insulin resistance concerning glycemic indices in obese T2DM patients.</p>
                <p>
                    <bold>Methods:</bold> During the data collecting stage, 47 diabetes patients were chosen from the out-patient clinic. The control individuals were selected from the general population and were equivalent to the matching patients, with a total of 43 healthy participants. After an overnight fast, a venous blood sample was collected from each individual to test insulin and vitamin D3 levels using particular ELISA kits. In addition, by colorimetric test, serum was used to estimate total cholesterol, triglyceride, and high-density lipoprotein cholesterol. Aside from that, fasting serum glucose levels were measured (FSG).</p>
                <p>
                    <bold>Results:</bold> Fasting serum glucose (FSG), homeostatic model assessment-insulin resistance (HOMA-IR), total cholesterol, and triglycerides, all of these values were significantly elevated in people with diabetes as compared to controls (p-value &lt;0.05) when the serum level of vitamin D was markedly low. In contrast, insulin and high-density lipoprotein values had decreased significantly in the diabetic population compared to controls (p-value &lt;0.05) and were not correlated to vitamin D levels.</p>
                <p>
                    <bold>Conclusions:</bold> Diabetes patients had higher FSG, HOMA-IR, hemoglobin A1c (HbA1c), fasting insulin, triglycerides, total cholesterol to high-density lipoprotein cholesterol ratios (TC: HDL-C), triglyceride to high-density lipoprotein cholesterol ratios (TG: HDL-C), and low-density lipoprotein cholesterol to high-density lipoprotein cholesterol ratios (LDL-C: HDL). In obese diabetic individuals, vitamin D levels had a significant impact on total cholesterol, LDL-C, and the TC:HDL-C ratio.</p>
            </abstract>
            <kwd-group kwd-group-type="author">
                <kwd>diabetes mellitus</kwd>
                <kwd>triglyceride</kwd>
                <kwd>cholesterol</kwd>
                <kwd>insulin</kwd>
                <kwd>vitamin D</kwd>
            </kwd-group>
            <funding-group>
                <funding-statement>The author(s) declared that no grants were involved in supporting this work.</funding-statement>
            </funding-group>
        </article-meta>
    </front>
    <body>
        <sec id="sec23">
            <title>Expression of Concern</title>
            <p>Expression of Concern (20
                <sup>th</sup> October 2023): We, the Publisher and Editor of F1000Research, are issuing an Expression of Concern for the following article:</p>
            <p>Faris Raheem M, H. Ali S and G. Shareef L. Impact of serum levels of vitamin D on lipid profiles, glycemic indices, and insulin resistance in obese type 2 diabetes patients: An observational study [version 1; peer review: awaiting peer review]. 
                <italic toggle="yes">F1000Research</italic> 2022, 11:1002 (
                <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.12688/f1000research.125191.1">https://doi.org/10.12688/f1000research.125191.1</ext-link>).</p>
            <p>After publication of this article, questions about the integrity of the ethical approval and methodology were brought to the attention of the F1000 Editorial Team. We have reached out to the authors requesting that they respond to the concerns raised and provide additional information to support the integrity of the content. However, despite multiple attempts to contact the authors, and their institution, they have not responded to our queries within the requested timeframe. Therefore, as we continue to work through the issues raised, we advise readers to interpret the information presented in the article with due caution. The authors have been sent notification about this Expression of Concern.</p>
        </sec>
        <sec id="sec22">
            <title>Editorial note</title>
            <p>Editorial Note (13
                <sup>th</sup> July 2023): Since publication, concerns have been raised to the Editorial Team regarding the ethical approval for this study, as well as overlap in the sample and methods to other papers by these authors. The Editorial Team requested explanations regarding the similarities on 19
                <sup>th</sup> May and 6
                <sup>th</sup> June 2023, and the institution was contacted on 21
                <sup>st</sup> March, 6
                <sup>th</sup> April and 25
                <sup>th</sup> April 2023 to verify the ethical approval. Neither the author nor institution have provided responses to our requests. The Editorial Team will update this Editorial Note as the situation progresses. Peer review activity has been suspended for this article until we receive an explanation from the authors/institution.</p>
        </sec>
        <sec id="sec1" sec-type="intro">
            <title>Introduction</title>
            <p>Diabetes mellitus (DM) is a metabolic disorder specified by persistent hyperglycemia with varying degrees of deterioration in the metabolism of carbohydrates, lipids, and proteins.
                <sup>
                    <xref ref-type="bibr" rid="ref1">1</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref2">2</xref>
                </sup> Thus, diabetes patients have a higher chance of developing dyslipidemia
                <sup>
                    <xref ref-type="bibr" rid="ref3">3</xref>
                </sup> and increased release of free fatty acids, which participate in developing insulin-resistant fat cells. Meanwhile, high concentrations of free fatty acids stimulate the creation of triglycerides; this boosts the release of apolipoprotein B (ApoB) and very low-density lipoprotein (VLDL), both have been related to an elevated risk of cardiovascular disease (CVD).
                <sup>
                    <xref ref-type="bibr" rid="ref4">4</xref>
                </sup> Furthermore, hyperglycemia also has a negative effect on lipoproteins (especially low-density lipoprotein (LDL) and VLDL) by elevating their glycation and oxidation, thereby promoting the progression of aggressive atherosclerosis.
                <sup>
                    <xref ref-type="bibr" rid="ref5">5</xref>
                </sup>
            </p>
            <p>On the other hand, vitamin D insufficiency is linked to the evolution of T2DM.
                <sup>
                    <xref ref-type="bibr" rid="ref6">6</xref>
                </sup> Therefore, mild vitamin D deficiency is linked to insulin resistance in several pathways, including low-grade inflammation caused by an unbalanced innate immune system, associated pro-inflammatory cytokines, and enhanced acute phase reactants.
                <sup>
                    <xref ref-type="bibr" rid="ref7">7</xref>
                </sup>
            </p>
            <p>This research aims to investigate the effects of vitamin D serum level on glycemic indices in relation to lipid profile in Iraqi obese type 2 diabetics compared to healthy controls with comparable vitamin D levels.</p>
        </sec>
        <sec id="sec2" sec-type="methods">
            <title>Methods</title>
            <sec id="sec3">
                <title>Ethical consideration</title>
                <p>On 5 January 2022, the ethics committee of the College of Pharmacy at the University of Baghdad formally approved the research proposal (approval code: 542). In addition, all study participants gave written informed consent before participating.</p>
            </sec>
            <sec id="sec4">
                <title>Study design</title>
                <p>An observational, case-control study that compared adults with type 2 diabetes mellitus with healthy controls.</p>
            </sec>
            <sec id="sec5">
                <title>Setting</title>
                <p>From April to July 2022, a case-controlled study was carried out at two facilities in Baghdad, Iraq, including the Diabetes Centers at The Medical City Complex and AL- Kadhimiya Teaching Hospital.</p>
            </sec>
            <sec id="sec6">
                <title>Study groups</title>
                <p>A total of 47 diabetic patients aged (35&#x2013;64) years (nine male and 38 female) were selected from the out-patient clinic. Diabetic patients were diagnosed according to the American Diabetes Association ADA.
                    <sup>
                        <xref ref-type="bibr" rid="ref8">8</xref>
                    </sup> The control subjects were comparable to the corresponding patients, with a total number of 43 healthy subjects (nine male and 34 female), aged (37&#x2013;65) years, and were chosen from the general population as follows:</p>
                <p>
                    <bold>Group-1:</bold> Type 2DM patients have normal serum vitamin D levels &#x2265; 22.5 ng/ml, including 22 patients (four male, 18 female).</p>
                <p>
                    <bold>Group-2:</bold> Type 2DM patients have low serum vitamin D levels &lt; 22.5 ng/ml, included 25 patients (five male, 20 female).</p>
                <p>
                    <bold>Group-3:</bold> Control subjects have normal serum vitamin D levels &#x2265; 22.5 ng/ml. It included 20 healthy subjects (four male, 16 female).</p>
                <p>
                    <bold>Group-4</bold>: Control subjects have low serum vitamin D levels &lt;22.5 ng/ml, including 23 healthy subjects (five male, 18 female).</p>
            </sec>
            <sec id="sec7">
                <title>Eligibility criteria</title>
                <p>Adults (&#x02c3;18 years), both sexes eligible, patients with an established diagnosis of type 2 DM according to the American Diabetes Association diagnostic criteria
                    <sup>
                        <xref ref-type="bibr" rid="ref9">9</xref>
                    </sup> and not taking medication or on sulfonylureas only, subjects with BMI &#x2265; 30 (obese).</p>
            </sec>
            <sec id="sec8">
                <title>Exclusion criteria</title>
                <p>Hepatic disease: liver disease accompanied by insulin resistance and hyperinsulinemia. Renal diseases: resulting in diminished 1,25(OH)2D (calcitriol) and elevated parathyroid hormone (PTH) levels occurring early in the course of renal function decline (patients with GFR &#x02c2;90). Malignancy, chronic autoimmune diseases, any history of the use of drugs such as insulin, metformin, antihyperlipidemic drugs, vitamin D, corticosteroids or hormone-containing drugs within the three months preceding the start of the study, and women who were pregnant.</p>
            </sec>
            <sec id="sec9">
                <title>Variables</title>
                <p>The primary goal of this research was to assess the study groups' fasting serum glucose, HbA1c, insulin, HDL-C, triglyceride, total cholesterol, and LDL-C levels.</p>
            </sec>
            <sec id="sec10">
                <title>Bias</title>
                <p>Prospective studies make it simpler to control selection bias since the target population or specimen specification may be precisely controlled to assure group homogeneity. One of the most effective ways to eliminate selection bias is randomization. It can potentially lessen the asymmetry of known and unknown characteristics among groups. As a result, it is effective in reducing random errors. In practice, this was accomplished using methods such as automated randomization services (
                    <ext-link ext-link-type="uri" xlink:href="https://www.graphpad.com/quickcalcs/randomize1/">GraphPad QuickCalcs</ext-link> (RRID:_SCR 000306)). However, the randomization sequence was unknown to the researchers. Therefore, discussing the results with our peers was also one method for eliminating reporting bias.</p>
            </sec>
            <sec id="sec11">
                <title>Sample size</title>
                <p>The statistical tool 
                    <ext-link ext-link-type="uri" xlink:href="http://www.gpower.hhu.de/">G*Power</ext-link> (RRID:_SCR 013726) version 3.1.9.7 was utilized to determine the sample size. Using a 95% confidence level, the following were the calculated results: df = 88, non-centrality parameter = 3.66, critical t =1.98. The sample size must be 90 individuals (f).</p>
                <sec id="sec12">
                    <title>Study procedure</title>
                    <p>A venous blood specimen (6 ml) was obtained from each subject after overnight fasting; one milliliter of this specimen was put into an ethylene diamine tetra acetic acid (EDTA) tube to be used for the analysis of HbA1c.
                        <sup>
                            <xref ref-type="bibr" rid="ref9">9</xref>
                        </sup> The remaining blood sample was placed into a gel tube (no anticoagulant) and left for 30 minutes at room temperature to allow it to clot, then centrifuged for 10&#x2013;15 minutes at 4400 revolutions per minute (rpm) to get the serum. The resulting serum was then divided with a micropipette into three Eppendorf tubes to be kept frozen (-20 &#x00b0;C) until the assay for insulin
                        <sup>
                            <xref ref-type="bibr" rid="ref10">10</xref>
                        </sup> and vitamin D
                        <sub>3</sub>
                        <sup>
                            <xref ref-type="bibr" rid="ref11">11</xref>
                        </sup> by using specific ELISA kits. The remainder of the serum was utilized for measuring total cholesterol (TC)
                        <sup>
                            <xref ref-type="bibr" rid="ref12">12</xref>
                        </sup> triglyceride (TG),
                        <sup>
                            <xref ref-type="bibr" rid="ref13">13</xref>
                        </sup> and high-density lipoprotein cholesterol (HDL-C)
                        <sup>
                            <xref ref-type="bibr" rid="ref14">14</xref>
                        </sup> by colorimetric assay. Fasting serum glucose (FSG) was also measured.
                        <sup>
                            <xref ref-type="bibr" rid="ref15">15</xref>
                        </sup> The homeostatic model assessment-insulin resistance (HOMA-IR) was obtained to estimate insulin resistance or sensitivity by using fasting serum glucose and insulin levels,
                        <sup>
                            <xref ref-type="bibr" rid="ref16">16</xref>
                        </sup> using the formula: HOMA-IR = (Fasting Glucose (mg/ml) &#x00d7; Fasting Insulin (&#x03bc;U/ml))/405.</p>
                </sec>
            </sec>
            <sec id="sec13">
                <title>Materials and instruments</title>
                <p>The purest materials were used for this study. 
                    <xref ref-type="table" rid="T1">Table 1</xref> provides a summary of the chemical kits utilized in this investigation.</p>
                <table-wrap id="T1" orientation="portrait" position="float">
                    <label>Table 1. </label>
                    <caption>
                        <title>Summary of the chemical kits utilized in this investigation.</title>
                    </caption>
                    <table content-type="article-table" frame="hsides">
                        <thead>
                            <tr>
                                <th align="left" colspan="1" rowspan="1" valign="top">Chemicals</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Provider</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Catalogue number</th>
                                <th align="left" colspan="1" rowspan="1" valign="top">Reference</th>
                            </tr>
                        </thead>
                        <tbody>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Vitamin D</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <ext-link ext-link-type="uri" xlink:href="https://www.mybiosource.com/human-elisa-kits/vitamin-d3-vd3/264661">MyBioSource (American)</ext-link>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">MBS264661</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">NA</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Fasting serum glucose</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <ext-link ext-link-type="uri" xlink:href="http://www.linear.es/ficheros/archivos/41_1129005I.pdf">LINEAR chemicals (Spain)</ext-link>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">NA</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">1129010</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Human Insulin Elisa Kit</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <ext-link ext-link-type="uri" xlink:href="https://www.mybiosource.com/ins-human-elisa-kits/insulin/704195">MyBioSource (American)</ext-link>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">MBS704195</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">NA</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Total cholesterol</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Human Diagnostic (Germany)</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">NA</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">10028</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>Triglycerides</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">Human Diagnostic (Germany)</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">NA</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">10724</td>
                            </tr>
                            <tr>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <bold>HDL-C</bold>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">
                                    <ext-link ext-link-type="uri" xlink:href="https://www.e-proficientlab.com/shop/human-hdl-cholesterol-reagent-kit/">Human Diagnostic (Germany)</ext-link>
                                </td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">NA</td>
                                <td align="left" colspan="1" rowspan="1" valign="middle">10018</td>
                            </tr>
                        </tbody>
                    </table>
                </table-wrap>
            </sec>
            <sec id="sec14">
                <title>Statistical analysis</title>
                <p>IBM 
                    <ext-link ext-link-type="uri" xlink:href="https://www.ibm.com/products/spss-statistics">SPSS</ext-link> version 23 (RRID:SCR_016479) was used in the statistical analysis process. First, the normality of data distribution was assessed because the dataset was smaller than the 2000 Shapiro-Wilk test used; the p-value was &gt;0.05, which means the data is not normally distributed, and a non-parametric test must be used for analysis Descriptive statistics were expressed as (median (interquartile range (IQR))). Then, the not normally distributed variables were managed by the analysis of variance (Kruskal-Wallis) test to compare the four studied groups and determine their degree of significance. Pearson's chi-squared test was carried out for categorical variables. A value less than 0.05 was accepted as a significant difference.</p>
            </sec>
        </sec>
        <sec id="sec15" sec-type="results">
            <title>Results</title>
            <p>The diabetics' groups had higher FSG, Insulin, HOMA-IR, and HbA1c levels compared to the control groups. However, for HOMA-IR, insulin, and HbA1c, there was no significant difference between the two diabetic groups or between the two control groups, The FSG patients with vitamin D level &lt;22.5 ng/dl showed higher FSG level than patients with vitamin D level &#x2265;22.5 ng/dl, as demonstrated in 
                <xref ref-type="table" rid="T2">Table 2</xref> and 
                <xref ref-type="fig" rid="f1">Figure 1</xref>.
                <sup>
                    <xref ref-type="bibr" rid="ref17">17</xref>
                </sup>
            </p>
            <table-wrap id="T2" orientation="portrait" position="float">
                <label>Table 2. </label>
                <caption>
                    <title>Glycemic measures among studied groups.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Variables</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">DM with vitamin D &#x2265;22.5 ng/dl (N = 22)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">DM with vitamin D &lt;22.5 ng/dl (N = 25)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Control with vitamin D &#x2265;22.5 ng/dl (N = 20)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Control with vitamin D &lt;22.5 ng/dl (N = 23)</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <bold>FSG (mg/dL)</bold>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">141(84)
                                <sup>b</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">182(67)
                                <sup>a</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">101(18)
                                <sup>c</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">102(12.4)
                                <sup>c</sup>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <bold>Insulin (U/ml)</bold>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">7.889(6.79)
                                <sup>a</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">8.670(5.18)
                                <sup>a</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">5.0715(0.73)
                                <sup>b</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">4.287(0.85)
                                <sup>b</sup>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <bold>HOMA-IR</bold>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">2.728(2.93)
                                <sup>a</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">3.7505(2.33)
                                <sup>a</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">1.233(0.24)
                                <sup>b</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">1.223(0.33)
                                <sup>b</sup>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <bold>HbA1c (%)</bold>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">6.35(1.65)
                                <sup>a</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">7.7(2.95)
                                <sup>a</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">5.375(0.61)
                                <sup>b</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">5.210(0.7)
                                <sup>b</sup>
                            </td>
                        </tr>
                    </tbody>
                </table>
                <table-wrap-foot>
                    <p>N = number of subjects; DM = diabetes mellitus; FSG = fasting serum glucose; HOMA-IR = homeostatic model assessment-insulin resistance; HbA1c = glycated haemoglobin; superscripts (a,b,c) refer to significant differences among different groups such that (a) means the level is significantly higher than the level in (b) and the last is significantly higher than the level in (c).</p>
                </table-wrap-foot>
            </table-wrap>
            <fig fig-type="figure" id="f1" orientation="portrait" position="float">
                <label>Figure 1. </label>
                <caption>
                    <title>HOMA-IR levels in studied groups.</title>
                </caption>
                <graphic id="gr1" orientation="portrait" position="float" xlink:href="https://f1000research-files.f1000.com/manuscripts/137471/c9022f8b-51b4-4c51-afca-8b598c356379_figure1.gif"/>
            </fig>
            <p>There were no marked differences in TC, and LDL-C levels between the two control groups and the DM group with vitamin D level &#x2265;22.5 ng/dl, while the DM group with vitamin D level &lt;22.5 ng/dl showed significantly higher TC and LDL-C levels than the other three groups. There was no marked difference in TG level between the two DM groups or between the two control groups. DM patients with vitamin D level &#x2265;22.5 ng/dl showed no difference with DM patients with vitamin D level &lt;22.5 ng/dl group or with the two control groups, while the DM group with vitamin D level &lt;22.5 ng/dl showed a significantly higher TG level than the two control groups. No marked difference in HDL-C serum level between the two diabetic groups or between the two control groups was shown. However, both control groups had a higher significant HDL-C value than the patient groups. The diabetic group with vitamin D levels &lt;22.5 ng/dl showed higher TC: HDL-C ratio and TG: HDL-C ratio levels than the diabetic group with vitamin D levels &#x2265; 22.5 ng/dl and the two control groups, while DM patients with vitamin D level &#x2265;22.5 ng/dl showed significantly higher values than the control group with vitamin D level &#x2265;22.5 ng/dl and showed an insignificant difference with the control group with vitamin D level &lt;22.5 ng/dl. No marked difference in serum level of LDL-C: HDL-C ratiobetween the two diabetic groups nor between the two control groups was shown. The DM group with vitamin D level &gt;22.5 ng/dl showed a non-significant difference in LDL-C: HDL-C ratio level with the control group with vitamin D level &lt;22.5 ng/dl, while the DM group with vitamin D level &lt;22.5 ng/dl showed a significantly higher LDL-C: HDL-C ratio level than the two control groups as shown in 
                <xref ref-type="table" rid="T3">Table 3</xref>.
                <sup>
                    <xref ref-type="bibr" rid="ref17">17</xref>
                </sup>
            </p>
            <table-wrap id="T3" orientation="portrait" position="float">
                <label>Table 3. </label>
                <caption>
                    <title>Lipid profile among the studied groups.</title>
                </caption>
                <table content-type="article-table" frame="hsides">
                    <thead>
                        <tr>
                            <th align="left" colspan="1" rowspan="1" valign="top">Variables</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Diabetic patients with vitamin D levels &gt;22.5ng/dl (N = 22)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Diabetic patients with vitamin D levels &lt;22.5 ng/dl (N = 25)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Control group with vitamin D levels &gt;22.5 ng/dl (N = 20)</th>
                            <th align="left" colspan="1" rowspan="1" valign="top">Control group with vitamin D levels &lt;22.5 ng/dl (N = 23)</th>
                        </tr>
                    </thead>
                    <tbody>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <bold>TC mg/dL</bold>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">196(70.5)
                                <sup>b</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">226(64)
                                <sup>a</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">172.5(40.50)
                                <sup>b</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">170(41)
                                <sup>b</sup>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <bold>TG mg/dL</bold>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">119(114.50)
                                <sup>ab</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">178(138.25)
                                <sup>a</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">103(53)
                                <sup>b</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">118(113.45)
                                <sup>b</sup>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <bold>HDL-C mg/dL</bold>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">42.075(4.24)
                                <sup>b</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">42.03(10.33)
                                <sup>b</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">54.234(8.93)
                                <sup>a</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">47(12.8)
                                <sup>a</sup>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <bold>LDL-C mg/dl</bold>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">118.527(69.73)
                                <sup>b</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">155.130(81.54)
                                <sup>a</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">91.219(42.81)
                                <sup>b</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">100(48.46)
                                <sup>b</sup>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <bold>TC: HDL-C Ratio</bold>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">4.8245(1.91)
                                <sup>b</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">5.4521(3.43)
                                <sup>a</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">3.2905(0.95)
                                <sup>c</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">3.8655(1.51)
                                <sup>bc</sup>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <bold>TG: HDL-C Ratio</bold>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">3.8816(2.81)
                                <sup>ab</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">4.1950(3.61)
                                <sup>a</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">1.8686(1.79)
                                <sup>c</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">2.37(2.61)
                                <sup>bc</sup>
                            </td>
                        </tr>
                        <tr>
                            <td align="left" colspan="1" rowspan="1" valign="middle">
                                <bold>LDL-C: HDL-C ratio</bold>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">2.8270(1.83)
                                <sup>ab</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">3.6458(3.37)
                                <sup>a</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">1.8569(0.92)
                                <sup>c</sup>
                            </td>
                            <td align="left" colspan="1" rowspan="1" valign="middle">2.1277(1.48)
                                <sup>bc</sup>
                            </td>
                        </tr>
                    </tbody>
                </table>
                <table-wrap-foot>
                    <p>TC = total cholesterol; TG = serum triglycerides, HDL = high density lipoprotein; LDL = low density lipoprotein, TC: HDL-C = total cholesterol to high-density lipoprotein cholesterol ratio, TG: HDL-C = triglyceride to high-density lipoprotein cholesterol ratios, LDL-C: HDL-C = low density lipoprotein cholesterol to high-density lipoprotein cholesterol ratios Superscripts (a,b,c,d) refer to significant differences among groups, such that (a) means the level is significantly higher than the level in (b) and the last is significantly higher than the level in (c).</p>
                </table-wrap-foot>
            </table-wrap>
        </sec>
        <sec id="sec16" sec-type="discussion">
            <title>Discussion</title>
            <p>For the current study, there were no marked differences in confounder (age, gender, BMI, and smoking) among the four studied groups. The diabetics' groups had higher FSG, fasting insulin, HOMA- IR, and HbA1c levels compared to the control groups due to the effect of diabetes. The findings in this study showed that vitamin D levels had no impact on the level of fasting insulin, HOMA-IR, and HbA1c as demonstrated in 
                <xref ref-type="table" rid="T2">Table 2</xref>, and this finding highly agreed with Al- Shoumer 
                <italic toggle="yes">et al</italic>. and Luo 
                <italic toggle="yes">et al</italic>. who suggested in their research that there was no link between glycemic control and vitamin D when confounders like age, gender, and BMI were controlled.
                <sup>
                    <xref ref-type="bibr" rid="ref18">18</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref19">19</xref>
                </sup> This also agreed with research carried out by Olt S. 
                <italic toggle="yes">et al</italic>. who suggested that vitamin D level wasn't correlated with glycemic control (For HbA1C correlation with vitamin D level, p = 0.33 (&gt;0.05)).
                <sup>
                    <xref ref-type="bibr" rid="ref20">20</xref>
                </sup> While Al-Timimi 
                <italic toggle="yes">et al</italic>. reported that deficiency in vitamin D levels in patients with T2DM was significantly associated with glycemic control.
                <sup>
                    <xref ref-type="bibr" rid="ref21">21</xref>
                </sup> The correlation between vitamin D and HbA1c is controversial; many previously published studies have shown a significantly weak negative correlation between HbA1c and vitamin D levels.
                <sup>
                    <xref ref-type="bibr" rid="ref22">22</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref23">23</xref>
                </sup> Pittas 
                <italic toggle="yes">et al</italic>.
                <italic toggle="yes">,</italic> in a retrospective study, suggested that impaired B-cell activity and insulin resistance are among the pathophysiological factors associated with metabolic syndrome and type 2 diabetes (T2DM). Vitamin D levels may indirectly impact these factors by regulating calcium homeostasis or activating vitamin D receptors.
                <sup>
                    <xref ref-type="bibr" rid="ref24">24</xref>
                </sup> In this study, patients with vitamin D levels &lt;22.5 ng/dl showed higher FSG levels than patients with vitamin D level &#x2265;22.5ng/dl, which agreed with a study done by Scragg 
                <italic toggle="yes">et al</italic>. who found an inverse relationship between vitamin D and FSG levels in their research.
                <sup>
                    <xref ref-type="bibr" rid="ref25">25</xref>
                </sup> While a Japanese study comparing DM type, two patients and healthy controls found that vitamin D insufficiency was present in 70% of cases without a difference in vitamin D levels between patients and controls.
                <sup>
                    <xref ref-type="bibr" rid="ref26">26</xref>
                </sup> Two US studies suggest an increase in the mean vitamin D level in T2DM and the corresponding controls.
                <sup>
                    <xref ref-type="bibr" rid="ref27">27</xref>
                </sup> The variation in outcome among studies indicates that vitamin D levels in patients with T2DM differ according to ethnicity or other unknown causes.
                <sup>
                    <xref ref-type="bibr" rid="ref28">28</xref>
                </sup> In the present study, levels of vitamin D showed a pronounced impact on TC, LDL-C, and TC: HDL-C ratio levels, but it didn&#x2019;t show an effect on TG, HDL-C, TG: HDL-C ratio, and LDL-C: HDL-C ratio levels. DM in this study showed an impact on all lipid profiles. This finding agreed with many studies that reported dyslipidemia as an independent predictor of a decrease in vitamin D level. TC was reported to correlate inversely with serum levels of vitamin D even after controlling for confounders.
                <sup>
                    <xref ref-type="bibr" rid="ref29">29</xref>
                </sup>
            </p>
            <p>This study's results disagree with many cross-sectional studies, where serum vitamin D levels correlate directly with HDL-C. Many investigations also revealed an oppositional relationship between TG and blood vitamin D levels. Although some research found a link between TG and blood vitamin D levels, other investigations found an opposite correlation.
                <sup>
                    <xref ref-type="bibr" rid="ref30">30</xref>
                </sup> The current study findings are comparable to the research of John 
                <italic toggle="yes">et al</italic>. on 170 Bangladeshi individuals born in the UK (101 female and 69 male) without a history of diabetes or other chronic illness. They found no link between vitamin D and HDL-C or TG levels.
                <sup>
                    <xref ref-type="bibr" rid="ref31">31</xref>
                </sup> Due to enhancing intestinal calcium absorption, research considering lipid metabolism has found that vitamin D can decrease hepatic triglyceride production and boost uptake by peripheral tissues.
                <sup>
                    <xref ref-type="bibr" rid="ref32">32</xref>
                </sup> Vitamin D boosts reverse cholesterol transport by increasing apo-lipoprotein A1, vitamin D also encourages the development of big HDL-C particles.
                <sup>
                    <xref ref-type="bibr" rid="ref33">33</xref>
                </sup> Due to the interdependence of the metabolism of carbohydrates and lipids, blood lipid levels can be influenced by various variables in people with diabetes. As a result, every issue in lipid metabolism causes a disorder in glucose metabolism and vice versa. The primary defect in most people with type two DM is insulin resistance. Insulin resistance and hyperinsulinemia have a good predictive value for the development of T2DM in non-diabetic people.
                <sup>
                    <xref ref-type="bibr" rid="ref34">34</xref>
                </sup> The TG: HDL ratio and other lipid profile ratios have been evaluated daily for many critical clinical uses.
                <sup>
                    <xref ref-type="bibr" rid="ref35">35</xref>
                </sup>
                <sup>,</sup>
                <sup>
                    <xref ref-type="bibr" rid="ref36">36</xref>
                </sup> Prior studies have suggested a positive correlation between metabolic syndrome, negative cardio-metabolic risk factor profiles, and the prediction of diabetes or its consequences. This can happen because of the link between insulin resistance and TG: HDL-C ratio.
                <sup>
                    <xref ref-type="bibr" rid="ref35">35</xref>
                </sup>
            </p>
            <sec id="sec17">
                <title>Limitations</title>
                <p>Several selection criteria were used in the study to limit the confounding effect. Also, because the number of participants in our study was limited, we recommend increasing the number of patients in future research.</p>
            </sec>
        </sec>
        <sec id="sec18" sec-type="conclusions">
            <title>Conclusions</title>
            <p>Elevated FSG, HOMA-IR, HbA1c, fasting insulin, triglycerides, TC: HDL-C ratio, TG: HDL-C ratio, and LDL-C: HDL-C ratio values were found in diabetes patients compared to healthy controls, with markedly diminished HDL-C levels in diabetes patients compared to healthy controls as a result of the diabetes effect. Vitamin D level significantly impacted total cholesterol, LDL-C, and TC: HDL-C ratio in obese diabetic patients.</p>
        </sec>
        <sec id="sec19">
            <title>Data availability</title>
            <sec id="sec20">
                <title>Underlying data</title>
                <p>Zenodo: Underlying data for &#x2018;Impact of serum levels of vitamin D on lipid profiles, glycemic indices, and insulin resistance in obese type 2 diabetes patients: An observational study&#x2019;. &#x2018;Laboratory findings&#x2019;. 
                    <ext-link ext-link-type="uri" xlink:href="https://doi.org/10.5281/zenodo.6989464">https://doi.org/10.5281/zenodo.6989464</ext-link>.
                    <sup>
                        <xref ref-type="bibr" rid="ref17">17</xref>
                    </sup>
                </p>
                <p>Data are available under the 
                    <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International license</ext-link> (CC-BY 4.0).</p>
            </sec>
        </sec>
        <sec id="sec21">
            <title>Consent</title>
            <p>Written informed consent for publication of the participants&#x2019; details was obtained from the participants.</p>
        </sec>
    </body>
    <back>
        <ack>
            <title>Acknowledgments</title>
            <p>The authors would like to acknowledge the participants, the Diabetes Centers at The Medical City Complex, and the AL- Kadhimiya Teaching Hospital team for their ongoing assistance throughout data collection.</p>
        </ack>
        <ref-list>
            <title>References</title>
            <ref id="ref1">
                <label>1</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Fakree</surname>
                            <given-names>NK</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ali</surname>
                            <given-names>SH</given-names>
                        </name>
</person-group>:
                    <article-title>Effect of COX-2 Inhibitors Selectivity on Lipid Profile in Hyperlipidemic and Normolipidemic Type 2 Diabetics.</article-title>
                    <source>

                        <italic toggle="yes">Iraqi J. Pharm. Sci.</italic>
</source>
                    <year>2009</year>;<volume>18</volume>(<issue>Suppl</issue>):<fpage>7</fpage>&#x2013;<lpage>13</lpage>. (P-ISSN: 1683-3597, E-ISSN: 2521-3512).
                    <pub-id pub-id-type="doi">10.31351/vol18issSuppl.pp7-13</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref2">
                <label>2</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Ahmed</surname>
                            <given-names>AM</given-names>
                        </name>
</person-group>:
                    <article-title>History of diabetes mellitus.</article-title>
                    <source>

                        <italic toggle="yes">Saudi Med. J.</italic>
</source>
                    <year>2002</year>;<volume>23</volume>(<issue>4</issue>):<fpage>373</fpage>&#x2013;<lpage>378</lpage>.
                    <pub-id pub-id-type="pmid">11953758</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref3">
                <label>3</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Murtadha</surname>
                            <given-names>RM</given-names>
                        </name>
</person-group>:
                    <article-title>Therapeutic Response of Serum Lipids to Atorvastatin in Type II Diabetic Patients.</article-title>
                    <source>

                        <italic toggle="yes">Iraqi J. Pharm. Sci.</italic>
</source>
                    <year>2012</year>;<volume>21</volume>(<issue>1</issue>):<fpage>21</fpage>&#x2013;<lpage>26</lpage>. (P-ISSN: 1683-3597, E-ISSN: 2521-3512).</mixed-citation>
            </ref>
            <ref id="ref4">
                <label>4</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Chahil</surname>
                            <given-names>TJ</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ginsberg</surname>
                            <given-names>HN</given-names>
                        </name>
</person-group>:
                    <article-title>Diabetic dyslipidemia.</article-title>
                    <source>

                        <italic toggle="yes">Endocrinol. Metab. Clin. North Am.</italic>
</source>
                    <year>2006</year>;<volume>35</volume>:<fpage>491</fpage>&#x2013;<lpage>510</lpage>.
                    <pub-id pub-id-type="doi">10.1016/j.ecl.2006.06.002</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref5">
                <label>5</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Mooradian</surname>
                            <given-names>AD</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Albert</surname>
                            <given-names>SG</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Haas</surname>
                            <given-names>MJ</given-names>
                        </name>
</person-group>:
                    <article-title>Low serum high-density lipoprotein cholesterol in obese subjects with normal serum triglycerides: the role of insulin resistance and inflammatory cytokines.</article-title>
                    <source>

                        <italic toggle="yes">Diabetes. Obes. Metab.</italic>
</source>
                    <year>2007</year>;<volume>9</volume>(<issue>3</issue>):<fpage>441</fpage>&#x2013;<lpage>443</lpage>.
                    <pub-id pub-id-type="pmid">17391174</pub-id>
                    <pub-id pub-id-type="doi">10.1111/j.1463-1326.2006.00636.x</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref6">
                <label>6</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Pittas</surname>
                            <given-names>AG</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sun</surname>
                            <given-names>Q</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Manson</surname>
                            <given-names>JE</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Plasma 25-hydroxyvitamin D concentration and risk of incident type 2 diabetes in women.</article-title>
                    <source>

                        <italic toggle="yes">Diabetes Care.</italic>
</source>
                    <year>2010</year>;<volume>33</volume>(<issue>9</issue>):<fpage>2021</fpage>&#x2013;<lpage>2023</lpage>.
                    <pub-id pub-id-type="pmid">20805275</pub-id>
                    <pub-id pub-id-type="doi">10.2337/dc10-0790</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref7">
                <label>7</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Badawi</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sayegh</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sadoun</surname>
                            <given-names>E</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Relationship between insulin resistance and plasma vitamin D in adults.</article-title>
                    <source>

                        <italic toggle="yes">Diabetes Metab. Syndr. Obes.</italic>
</source>
                    <year>2014</year>;<volume>7</volume>:<fpage>297</fpage>.
                    <pub-id pub-id-type="doi">10.2147/DMSO.S60569</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref8">
                <label>8</label>
                <mixed-citation publication-type="journal">
                    <collab>American Diabetes A</collab>:
                    <article-title>2. Classification and diagnosis of diabetes: standards of medical care in diabetes&#x2014;2021.</article-title>
                    <source>

                        <italic toggle="yes">Diabetes Care.</italic>
</source>
                    <year>2021</year>;<volume>44</volume>(<issue>Supplement 1</issue>):<fpage>S15</fpage>&#x2013;<lpage>S33</lpage>.
                    <pub-id pub-id-type="pmid">33298413</pub-id>
                    <pub-id pub-id-type="doi">10.2337/dc21-S002</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref9">
                <label>9</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Fleming</surname>
                            <given-names>JK</given-names>
                        </name>
</person-group>:
                    <article-title>Evaluation of HbA1c on the Roche COBAS Integra 800 closed tube system.</article-title>
                    <source>

                        <italic toggle="yes">Clin. Biochem.</italic>
</source>
                    <year>2007</year>;<volume>40</volume>(<issue>11</issue>):<fpage>822</fpage>&#x2013;<lpage>827</lpage>.
                    <pub-id pub-id-type="pmid">17555737</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.clinbiochem.2007.03.017</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref10">
                <label>10</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Judzewitsch</surname>
                            <given-names>RG</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Pfeifer</surname>
                            <given-names>MA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Best</surname>
                            <given-names>JD</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Chronic chlorpropamide therapy of noninsulin-dependent diabetes augments basal and stimulated insulin secretion by increasing islet sensitivity to glucose.</article-title>
                    <source>

                        <italic toggle="yes">J. Clin. Endocrinol. Metabol.</italic>
</source>
                    <year>1982</year>;<volume>55</volume>(<issue>2</issue>):<fpage>321</fpage>&#x2013;<lpage>328</lpage>.
                    <pub-id pub-id-type="pmid">7045153</pub-id>
                    <pub-id pub-id-type="doi">10.1210/jcem-55-2-321</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref11">
                <label>11</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Jain</surname>
                            <given-names>SK</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Micinski</surname>
                            <given-names>D</given-names>
                        </name>
</person-group>:
                    <article-title>Vitamin D upregulates glutamate cysteine ligase and glutathione reductase, and GSH formation, and decreases ROS and MCP-1 and IL-8 secretion in high-glucose exposed U937 monocytes.</article-title>
                    <source>

                        <italic toggle="yes">Biochem. Biophys. Res. Commun.</italic>
</source>
                    <year>2013</year>;<volume>437</volume>(<issue>1</issue>):<fpage>7</fpage>&#x2013;<lpage>11</lpage>.
                    <pub-id pub-id-type="pmid">23770363</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.bbrc.2013.06.004</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref12">
                <label>12</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Richmond</surname>
                            <given-names>W</given-names>
                        </name>
</person-group>:
                    <article-title>The development of an enzymic technique for the assay of cholesterol in biological fluids.</article-title>
                    <source>

                        <italic toggle="yes">Scand. J. Clin. Lab. Invest.</italic>
</source>
                    <year>1972</year>;<volume>29</volume>:<fpage>126</fpage>.</mixed-citation>
            </ref>
            <ref id="ref13">
                <label>13</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Fossati</surname>
                            <given-names>P</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Prencipe</surname>
                            <given-names>L</given-names>
                        </name>
</person-group>:
                    <article-title>Serum triglycerides determined colorimetrically with an enzyme that produces hydrogen peroxide.</article-title>
                    <source>

                        <italic toggle="yes">Clin. Chem.</italic>
</source>
                    <year>1982</year>;<volume>28</volume>(<issue>10</issue>):<fpage>2077</fpage>&#x2013;<lpage>2080</lpage>.
                    <pub-id pub-id-type="pmid">6812986</pub-id>
                    <pub-id pub-id-type="doi">10.1093/clinchem/28.10.2077</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref14">
                <label>14</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Burstein</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Scholnick</surname>
                            <given-names>HR</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Morfin</surname>
                            <given-names>R</given-names>
                        </name>
</person-group>:
                    <article-title>Rapid method for the isolation of lipoproteins from human serum by precipitation with polyanions.</article-title>
                    <source>

                        <italic toggle="yes">J. Lipid Res.</italic>
</source>
                    <year>1970</year>;<volume>11</volume>(<issue>6</issue>):<fpage>583</fpage>&#x2013;<lpage>595</lpage>.
                    <pub-id pub-id-type="pmid">4100998</pub-id>
                    <pub-id pub-id-type="doi">10.1016/S0022-2275(20)42943-8</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref15">
                <label>15</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Farrance</surname>
                            <given-names>I</given-names>
                        </name>
</person-group>:
                    <article-title>Plasma glucose methods, a review.</article-title>
                    <source>

                        <italic toggle="yes">Clin. Biochem. Rev.</italic>
</source>
                    <year>1987</year>;<volume>8</volume>:<fpage>55</fpage>&#x2013;<lpage>68</lpage>.</mixed-citation>
            </ref>
            <ref id="ref16">
                <label>16</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>So</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sakaguchi</surname>
                            <given-names>K</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Okada</surname>
                            <given-names>Y</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Relation between HOMA-IR and insulin sensitivity index determined by hyperinsulinemic-euglycemic clamp analysis during treatment with a sodium-glucose cotransporter 2 inhibitor.</article-title>
                    <source>

                        <italic toggle="yes">Endocr. J.</italic>
</source>
                    <year>2020</year>;<volume>67</volume>:<fpage>501</fpage>&#x2013;<lpage>507</lpage>. EJ19&#x2013;0445.
                    <pub-id pub-id-type="doi">10.1507/endocrj.EJ19-0445</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref17">
                <label>17</label>
                <mixed-citation publication-type="other">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Shareef</surname>
                            <given-names>LG</given-names>
                        </name>
</person-group>:
                    <article-title>Laboratory findings. [Dataset].</article-title>
                    <year>2022</year>.
                    <pub-id pub-id-type="doi">10.5281/zenodo.6989464</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref18">
                <label>18</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Luo</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Wong</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Brown</surname>
                            <given-names>M</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Hypovitaminosis D in Chinese type 2 diabetes: lack of impact on clinical metabolic status and biomarkers of cellular inflammation.</article-title>
                    <source>

                        <italic toggle="yes">Diab. Vasc. Dis. Res.</italic>
</source>
                    <year>2009</year>;<volume>6</volume>(<issue>3</issue>):<fpage>194</fpage>&#x2013;<lpage>199</lpage>.
                    <pub-id pub-id-type="pmid">20368211</pub-id>
                    <pub-id pub-id-type="doi">10.1177/1479164109337974</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref19">
                <label>19</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Al-Shoumer</surname>
                            <given-names>KAAS</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Al-Asoosi</surname>
                            <given-names>AA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ali</surname>
                            <given-names>AH</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Does insulin resistance in type 2 diabetes alter vitamin D status?</article-title>
                    <source>

                        <italic toggle="yes">Prim. Care Diabetes.</italic>
</source>
                    <year>2013</year>;<volume>7</volume>(<issue>4</issue>):<fpage>283</fpage>&#x2013;<lpage>287</lpage>.
                    <pub-id pub-id-type="pmid">23685025</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.pcd.2013.04.008</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref20">
                <label>20</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Olt</surname>
                            <given-names>S</given-names>
                        </name>
</person-group>:
                    <article-title>Relationship between vitamin D and glycemic control in patients with type 2 diabetes mellitus.</article-title>
                    <source>

                        <italic toggle="yes">Int. J. Clin. Exp. Med.</italic>
</source>
                    <year>2015</year>;<volume>8</volume>(<issue>10</issue>):<fpage>19180</fpage>&#x2013;<lpage>19183</lpage>.
                    <pub-id pub-id-type="pmid">26770553</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref21">
                <label>21</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Al-Timimi</surname>
                            <given-names>DJ</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ali</surname>
                            <given-names>AF</given-names>
                        </name>
</person-group>:
                    <article-title>Serum 25 (OH) D in diabetes mellitus type 2: relation to glycaemic control.</article-title>
                    <source>

                        <italic toggle="yes">J. Clin. Diagn. Res.</italic>
</source>
                    <year>2013</year>;<volume>7</volume>(<issue>12</issue>):<fpage>2686</fpage>&#x2013;<lpage>2688</lpage>.
                    <pub-id pub-id-type="pmid">24551612</pub-id>
                    <pub-id pub-id-type="doi">10.7860/JCDR/2013/6712.3733</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref22">
                <label>22</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Manickam</surname>
                            <given-names>B</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Neagu</surname>
                            <given-names>V</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Kukreja</surname>
                            <given-names>SC</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Relationship between glycated hemoglobin and circulating 25-hydroxyvitamin D concentration in African American and Caucasian American men.</article-title>
                    <source>

                        <italic toggle="yes">Endocr. Pract.</italic>
</source>
                    <year>2013</year>;<volume>19</volume>(<issue>1</issue>):<fpage>73</fpage>&#x2013;<lpage>80</lpage>.
                    <pub-id pub-id-type="pmid">23186960</pub-id>
                    <pub-id pub-id-type="doi">10.4158/EP12168.OR</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref23">
                <label>23</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Targher</surname>
                            <given-names>G</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bertolini</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Padovani</surname>
                            <given-names>R</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Serum 25-hydroxyvitamin D3 concentrations and carotid artery intima-media thickness among type 2 diabetic patients.</article-title>
                    <source>

                        <italic toggle="yes">Clin. Endocrinol.</italic>
</source>
                    <year>2006</year>;<volume>65</volume>(<issue>5</issue>):<fpage>593</fpage>&#x2013;<lpage>597</lpage>.
                    <pub-id pub-id-type="pmid">17054459</pub-id>
                    <pub-id pub-id-type="doi">10.1111/j.1365-2265.2006.02633.x</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref24">
                <label>24</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Pittas</surname>
                            <given-names>AG</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Lau</surname>
                            <given-names>J</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Hu</surname>
                            <given-names>FB</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>The role of vitamin D and calcium in type 2 diabetes. A systematic review and meta-analysis.</article-title>
                    <source>

                        <italic toggle="yes">J. Clin. Endocrinol. Metabol.</italic>
</source>
                    <year>2007</year>;<volume>92</volume>(<issue>6</issue>):<fpage>2017</fpage>&#x2013;<lpage>2029</lpage>.
                    <pub-id pub-id-type="pmid">17389701</pub-id>
                    <pub-id pub-id-type="doi">10.1210/jc.2007-0298</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref25">
                <label>25</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Scragg</surname>
                            <given-names>R</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sowers</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Bell</surname>
                            <given-names>C</given-names>
                        </name>
</person-group>:
                    <article-title>Serum 25-hydroxyvitamin D, diabetes, and ethnicity in the Third National Health and Nutrition Examination Survey.</article-title>
                    <source>

                        <italic toggle="yes">Diabetes Care.</italic>
</source>
                    <year>2004</year>;<volume>27</volume>(<issue>12</issue>):<fpage>2813</fpage>&#x2013;<lpage>2818</lpage>.
                    <pub-id pub-id-type="pmid">15562190</pub-id>
                    <pub-id pub-id-type="doi">10.2337/diacare.27.12.2813</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref26">
                <label>26</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Suzuki</surname>
                            <given-names>A</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Kotake</surname>
                            <given-names>M</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Ono</surname>
                            <given-names>Y</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Hypovitaminosis D in type 2 diabetes mellitus: association with microvascular complications and type of treatment.</article-title>
                    <source>

                        <italic toggle="yes">Endocr. J.</italic>
</source>
                    <year>2006</year>;<volume>53</volume>:<fpage>503</fpage>&#x2013;<lpage>510</lpage>. 0607070010-.
                    <pub-id pub-id-type="pmid">16829706</pub-id>
                    <pub-id pub-id-type="doi">10.1507/endocrj.K06-001</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref27">
                <label>27</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Kos</surname>
                            <given-names>E</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Liszek</surname>
                            <given-names>MJ</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Emanuele</surname>
                            <given-names>MA</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Effect of metformin therapy on vitamin D and vitamin B12 levels in patients with type 2 diabetes mellitus.</article-title>
                    <source>

                        <italic toggle="yes">Endocr. Pract.</italic>
</source>
                    <year>2012</year>;<volume>18</volume>(<issue>2</issue>):<fpage>179</fpage>&#x2013;<lpage>184</lpage>.
                    <pub-id pub-id-type="pmid">21940283</pub-id>
                    <pub-id pub-id-type="doi">10.4158/EP11009.OR</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref28">
                <label>28</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Kayaniyil</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Harris</surname>
                            <given-names>SB</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Retnakaran</surname>
                            <given-names>R</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Prospective association of 25 (OH) D with metabolic syndrome.</article-title>
                    <source>

                        <italic toggle="yes">Clin. Endocrinol.</italic>
</source>
                    <year>2014</year>;<volume>80</volume>(<issue>4</issue>):<fpage>502</fpage>&#x2013;<lpage>507</lpage>.
                    <pub-id pub-id-type="doi">10.1111/cen.12190</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref29">
                <label>29</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>V&#x00e9;layoudom-C&#x00e9;phise</surname>
                            <given-names>FL</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Larifla</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Donnet</surname>
                            <given-names>JP</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Vitamin D deficiency, vitamin D receptor gene polymorphisms and cardiovascular risk factors in Caribbean patients with type 2 diabetes.</article-title>
                    <source>

                        <italic toggle="yes">Diabetes Metab.</italic>
</source>
                    <year>2011</year>;<volume>37</volume>(<issue>6</issue>):<fpage>540</fpage>&#x2013;<lpage>545</lpage>.
                    <pub-id pub-id-type="pmid">21764620</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.diabet.2011.05.005</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref30">
                <label>30</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Jorde</surname>
                            <given-names>R</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Grimnes</surname>
                            <given-names>G</given-names>
                        </name>
</person-group>:
                    <article-title>Vitamin D and metabolic health with special reference to the effect of vitamin D on serum lipids.</article-title>
                    <source>

                        <italic toggle="yes">Prog. Lipid Res.</italic>
</source>
                    <year>2011</year>;<volume>50</volume>(<issue>4</issue>):<fpage>303</fpage>&#x2013;<lpage>312</lpage>.
                    <pub-id pub-id-type="pmid">21640757</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.plipres.2011.05.001</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref31">
                <label>31</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>John</surname>
                            <given-names>WG</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Noonan</surname>
                            <given-names>K</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mannan</surname>
                            <given-names>N</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Hypovitaminosis D is associated with reductions in serum apolipoprotein AI but not with fasting lipids in British Bangladeshis.</article-title>
                    <source>

                        <italic toggle="yes">Am. J. Clin. Nutr.</italic>
</source>
                    <year>2005</year>;<volume>82</volume>(<issue>3</issue>):<fpage>517</fpage>&#x2013;<lpage>522</lpage>.
                    <pub-id pub-id-type="pmid">16155262</pub-id>
                    <pub-id pub-id-type="doi">10.1093/ajcn/82.3.517</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref32">
                <label>32</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Swart</surname>
                            <given-names>KMA</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Lips</surname>
                            <given-names>P</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Brouwer</surname>
                            <given-names>IA</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Effects of vitamin D supplementation on markers for cardiovascular disease and type 2 diabetes: an individual participant data meta-analysis of randomized controlled trials.</article-title>
                    <source>

                        <italic toggle="yes">Am. J. Clin. Nutr.</italic>
</source>
                    <year>2018</year>;<volume>107</volume>(<issue>6</issue>):<fpage>1043</fpage>&#x2013;<lpage>1053</lpage>.
                    <pub-id pub-id-type="pmid">29868916</pub-id>
                    <pub-id pub-id-type="doi">10.1093/ajcn/nqy078</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref33">
                <label>33</label>
                <mixed-citation publication-type="book">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Ogata</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Miyauchi</surname>
                            <given-names>T</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Sakai</surname>
                            <given-names>S</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <source>

                        <italic toggle="yes">Stimulation of peroxisome-proliferator-activated receptor &#x03b1; (PPAR &#x03b1;) attenuates cardiac fibrosis and endothelin-1 production in pressure-overloaded rat hearts.</italic>
</source>
                    <publisher-name>Portland Press Ltd.</publisher-name>;<year>2002</year>.</mixed-citation>
            </ref>
            <ref id="ref34">
                <label>34</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Haffner</surname>
                            <given-names>SM</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Mykk&#x00e4;nen</surname>
                            <given-names>L</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Festa</surname>
                            <given-names>A</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Insulin-resistant prediabetic subjects have more atherogenic risk factors than insulin-sensitive prediabetic subjects: implications for preventing coronary heart disease during the prediabetic state.</article-title>
                    <source>

                        <italic toggle="yes">Circulation.</italic>
</source>
                    <year>2000</year>;<volume>101</volume>(<issue>9</issue>):<fpage>975</fpage>&#x2013;<lpage>980</lpage>.
                    <pub-id pub-id-type="pmid">10704163</pub-id>
                    <pub-id pub-id-type="doi">10.1161/01.CIR.101.9.975</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref35">
                <label>35</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>He</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Wang</surname>
                            <given-names>S</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Chen</surname>
                            <given-names>X</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Higher ratio of triglyceride to high-density lipoprotein cholesterol may predispose to diabetes mellitus: 15-year prospective study in a general population.</article-title>
                    <source>

                        <italic toggle="yes">Metabolism.</italic>
</source>
                    <year>2012</year>;<volume>61</volume>(<issue>1</issue>):<fpage>30</fpage>&#x2013;<lpage>36</lpage>.
                    <pub-id pub-id-type="pmid">21664631</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.metabol.2011.05.007</pub-id>
                </mixed-citation>
            </ref>
            <ref id="ref36">
                <label>36</label>
                <mixed-citation publication-type="journal">
                    <person-group person-group-type="author">

                        <name name-style="western">
                            <surname>Zoppini</surname>
                            <given-names>G</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Negri</surname>
                            <given-names>C</given-names>
                        </name>

                        <name name-style="western">
                            <surname>Stoico</surname>
                            <given-names>V</given-names>
                        </name>

                        <etal/>
</person-group>:
                    <article-title>Triglyceride&#x2013;high-density lipoprotein cholesterol is associated with microvascular complications in type 2 diabetes mellitus.</article-title>
                    <source>

                        <italic toggle="yes">Metabolism.</italic>
</source>
                    <year>2012</year>;<volume>61</volume>(<issue>1</issue>):<fpage>22</fpage>&#x2013;<lpage>29</lpage>.
                    <pub-id pub-id-type="pmid">21676418</pub-id>
                    <pub-id pub-id-type="doi">10.1016/j.metabol.2011.05.004</pub-id>
                </mixed-citation>
            </ref>
        </ref-list>
    </back>
</article>
