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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cardiovasc. Med.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Cardiovascular Medicine</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cardiovasc. Med.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2297-055X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcvm.2025.1731919</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>The decline of vitamin D in adolescent athletes: insights from a one-year follow-up and its association with electrocardiographic changes</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Ramadan</surname><given-names>Mahmoud Mohammed</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref>
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<name><surname>Jaber</surname><given-names>Abdallah A.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
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<contrib contrib-type="author">
<name><surname>Aladwani</surname><given-names>Ahmad J.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Alayyaf</surname><given-names>Abdulrahman E.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Sayed-Noor</surname><given-names>Arkan Sam</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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<contrib contrib-type="author">
<name><surname>Ghanem</surname><given-names>Heba Bassiony</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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<contrib contrib-type="author">
<name><surname>El-Sherbiny</surname><given-names>Mohamed</given-names></name>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
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<contrib contrib-type="author">
<name><surname>Ebrahim</surname><given-names>Hasnaa Ali</given-names></name>
<xref ref-type="aff" rid="aff8"><sup>8</sup></xref>
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<contrib contrib-type="author">
<name><surname>Ahmed</surname><given-names>Mona Mohamed</given-names></name>
<xref ref-type="aff" rid="aff9"><sup>9</sup></xref>
<xref ref-type="aff" rid="aff10"><sup>10</sup></xref>
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<name><surname>Elsherbini</surname><given-names>Dalia Mahmoud Abdelmonem</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff11"><sup>11</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref>
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<aff id="aff1"><label>1</label><institution>Department of Clinical Sciences, College of Medicine, University of Sharjah</institution>, <city>Sharjah</city>, <country country="ae">United Arab Emirates</country></aff>
<aff id="aff2"><label>2</label><institution>Department of Cardiology, Faculty of Medicine, Mansoura University</institution>, <city>Mansoura</city>, <country country="eg">Egypt</country></aff>
<aff id="aff3"><label>3</label><institution>Department of Paediatrics, Al-Kuwait Hospital</institution>, <city>Sharjah</city>, <country country="ae">United Arab Emirates</country></aff>
<aff id="aff4"><label>4</label><institution>Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, Jouf University</institution>, <city>Sakaka</city>, <country country="sa">Saudi Arabia</country></aff>
<aff id="aff5"><label>5</label><institution>Department of Medical Biochemistry, Faculty of Medicine, Tanta University</institution>, <city>Tanta</city>, <country country="eg">Egypt</country></aff>
<aff id="aff6"><label>6</label><institution>Department of Basic Medical Sciences, College of Medicine, AlMaarefa University</institution>, <city>Riyadh</city>, <country country="sa">Saudi Arabia</country></aff>
<aff id="aff7"><label>7</label><institution>Research Center, Deanship of Scientific Research and Post-Graduate Studies, AlMaarefa University</institution>, <city>Riyadh</city>, <country country="sa">Saudi Arabia</country></aff>
<aff id="aff8"><label>8</label><institution>Department of Basic Medical Sciences, College of Medicine, Princess Nourah bint Abdulrahman University</institution>, <city>Riyadh</city>, <country country="sa">Saudi Arabia</country></aff>
<aff id="aff9"><label>9</label><institution>Department of Physiology, Faculty of Medicine, Cairo University</institution>, <city>Cairo</city>, <country country="eg">Egypt</country></aff>
<aff id="aff10"><label>10</label><institution>Department of Biophysiology, Ibn Sina National College for Medical Studies</institution>, <city>Jeddah</city>, <country country="sa">Saudi Arabia</country></aff>
<aff id="aff11"><label>11</label><institution>Department of Anatomy, Faculty of Medicine, Mansoura University</institution>, <city>Mansoura</city>, <country country="eg">Egypt</country></aff>
<author-notes>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Mahmoud Mohammed Ramadan <email xlink:href="mailto:mramadan@sharjah.ac.ae">mramadan@sharjah.ac.ae</email> Dalia Mahmoud Abdelmonem Elsherbini <email xlink:href="mailto:dmelsherbini@ju.edu.sa">dmelsherbini@ju.edu.sa</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-12-08"><day>08</day><month>12</month><year>2025</year></pub-date>
<pub-date publication-format="electronic" date-type="collection"><year>2025</year></pub-date>
<volume>12</volume><elocation-id>1731919</elocation-id>
<history>
<date date-type="received"><day>24</day><month>10</month><year>2025</year></date>
<date date-type="rev-recd"><day>23</day><month>11</month><year>2025</year></date>
<date date-type="accepted"><day>24</day><month>11</month><year>2025</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2025 Ramadan, Jaber, Aladwani, Alayyaf, Sayed-Noor, Ghanem, El-Sherbiny, Ebrahim, Ahmed and Elsherbini.</copyright-statement>
<copyright-year>2025</copyright-year><copyright-holder>Ramadan, Jaber, Aladwani, Alayyaf, Sayed-Noor, Ghanem, El-Sherbiny, Ebrahim, Ahmed and Elsherbini</copyright-holder><license><ali:license_ref start_date="2025-12-08">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p></license>
</permissions>
<abstract><sec><title>Introduction</title>
<p>Annual health evaluations are essential for athletes to ensure fitness for competition and enable the early detection of emerging health issues.</p>
</sec><sec><title>Aim</title>
<p>This research aimed to evaluate the longitudinal variations in vitamin D concentrations and associated physical and laboratory parameters among adolescent athletes, as well as to investigate their correlation with electrocardiographic (ECG) alterations following a one-year follow-up period.</p>
</sec><sec><title>Subjects and methods</title>
<p>This prospective observational cohort study examined 93 adolescent male athletes (aged 11.6&#x2009;&#x00B1;&#x2009;1.15 years, range 10&#x2013;14) who underwent baseline health evaluations, including physical examination, laboratory tests [25(OH) vitamin D, parathyroid hormone, and muscle enzyme assays], and cardiovascular (CV) assessment with electrocardiography (ECG). Only patients with normal CV findings were included. Follow-ups were performed after one year.</p>
</sec><sec><title>Results</title>
<p>At follow-up, weight, height, and muscle mass increased significantly, whereas fat mass and systolic pressure decreased. Vitamin D levels declined (21.9&#x2009;&#x00B1;&#x2009;10.8 vs. 29.8&#x2009;&#x00B1;&#x2009;8.6&#x2005;ng/mL; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001), with compensatory rise in parathyroid hormone (38.8&#x2009;&#x00B1;&#x2009;2.7 vs. 33.9&#x2009;&#x00B1;&#x2009;1.6 pg/mL; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001). Among vitamin D-deficient athletes (<italic>n</italic>&#x2009;&#x003D;&#x2009;79), ECG changes occurred in 26.6&#x0025;, mainly sinus arrhythmia (15/79, 19&#x0025;) and T-wave inversion (13/79, 16&#x0025;). Vitamin D deficiency was associated with higher odds of T-wave inversion (OR 4.53; 95&#x0025; CI 1.11&#x2013;18.40; <italic>p</italic>&#x2009;&#x003D;&#x2009;0.035) and increased prevalence of U-wave and incomplete right bundle branch block.</p>
</sec><sec><title>Conclusions</title>
<p>The drop in vitamin D levels over one year raises concerns, highlighting the need for monitoring and interventions due to vitamin D&#x0027;s role in musculoskeletal and CV health. Regular monitoring and preventive strategies are recommended to maintain optimal vitamin D levels and CV health among young athletes.</p>
</sec>
</abstract>
<kwd-group>
<kwd>adolescent</kwd>
<kwd>athletes</kwd>
<kwd>vitamin D</kwd>
<kwd>electrocardiogram</kwd>
<kwd>cardiovascular assessment</kwd>
</kwd-group><funding-group>
<funding-statement>The author(s) declare that financial support was received for the research and/or publication of this article. This work was supported by the Princess Nourah bint Abdulrahman University Researchers Supporting Project number (PNURSP2025R171), Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia. This study was supported by the Researchers Supporting Project number (MHIRSP2025019), AlMaarefa University, Riyadh, Saudi Arabia.</funding-statement>
</funding-group>
<counts>
<fig-count count="1"/>
<table-count count="10"/><equation-count count="0"/><ref-count count="37"/><page-count count="10"/><word-count count="1110"/></counts><custom-meta-group><custom-meta><meta-name>section-at-acceptance</meta-name><meta-value>Cardiac Rhythmology</meta-value></custom-meta></custom-meta-group>
</article-meta>
</front>
<body><sec id="s1" sec-type="intro"><label>1</label><title>Introduction</title>
<p>Sports are crucial for adolescent development, fostering physical, mental, and social growth through discipline and teamwork. However, adolescent athletes face unique challenges, including rapid physical changes, musculoskeletal risks, and a strong competitive drive. Unhealthy behaviours in sports can have immediate and long-term health consequences, especially in high-level competitions. Thus, maintaining health is key to performance and injury prevention, making health assessments vital for evaluating the well-being of adolescent athletes (<xref ref-type="bibr" rid="B1">1</xref>).</p>
<p>Vitamin D is a crucial nutrient for health, fitness, and recovery in sports. While traditionally recognised for its role in maintaining calcium levels, it is now understood to function as a hormone influencing immune defense, protein synthesis, hormone synthesis, and other physiological processes (<xref ref-type="bibr" rid="B2">2</xref>).</p>
<p>Vitamin D is an important regulator of musculoskeletal strength, immune defense, and cardiovascular (CV) function. Beyond its traditional role in calcium homeostasis, it functions as a hormone that influences protein synthesis, inflammation, and neuroendocrine regulation (<xref ref-type="bibr" rid="B2">2</xref>). It inhibits renin biosynthesis (<xref ref-type="bibr" rid="B3">3</xref>) and downregulates proinflammatory T-helper (Th) cytokines, such as Th-1, including interleukins (IL) such as IL-6, IL-8, IL-12, interferon-<italic>&#x03B3;</italic>, and tumour necrosis factor-&#x03B1; (TNF-&#x03B1;), while promoting anti-inflammatory Th-2 cytokines, such as IL-4, IL-5, and IL-10 (<xref ref-type="bibr" rid="B4">4</xref>). Vitamin D deficiency has been associated with metabolic syndrome, myocardial hypertrophy, and both systolic and diastolic dysfunction (<xref ref-type="bibr" rid="B5">5</xref>).</p>
<p>Epidemiological studies have confirmed an association between low serum 25-hydroxyvitamin D [25(OH)D] concentrations and CV diseases, including coronary artery disease, hypertension, and arrhythmias (<xref ref-type="bibr" rid="B6">6</xref>&#x2013;<xref ref-type="bibr" rid="B8">8</xref>).</p>
<p>Vitamin D is primarily produced through sun exposure, with smaller amounts obtained from dietary sources such as oily fish, egg yolks, and dairy products. Its importance in sports nutrition is increasingly recognised, particularly because of the prevalence of vitamin D deficiency in various athletic activities, which is linked to reduced strength and endurance and a heightened risk of injury (<xref ref-type="bibr" rid="B9">9</xref>). The incidence of vitamin D deficiency is notably higher during infancy and adolescence than in later life stages, attributable to the rapid growth and development characteristics of these periods. Consequently, it is crucial to prevent vitamin D deficiency in athletes within these age groups because of its potential adverse effects on health (<xref ref-type="bibr" rid="B10">10</xref>). Although the association between vitamin D status and cardiac function has been investigated in adult athletes, there is a paucity of data concerning adolescent populations (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>). This study aimed to assess longitudinal changes in vitamin D status among adolescent athletes and determine whether vitamin D deficiency correlates with alterations in electrocardiographic (ECG) parameters that may indicate early electrophysiological changes.</p>
</sec>
<sec id="s2"><label>2</label><title>Subjects and methods</title>
<sec id="s2a"><label>2.1</label><title>Study design and timing of assessments</title>
<p>This one-year prospective longitudinal study involved adolescent male athletes aged 10&#x2013;14 years, with 93 participants (mean age 11.6&#x2009;&#x00B1;&#x2009;1.15 years) recruited from local sports clubs in Japan. The inclusion criteria required participants to be in good health, without chronic illnesses or cardiovascular abnormalities. Athletes with health issues at baseline or prior vitamin D supplementation were excluded.</p>
</sec>
<sec id="s2b"><label>2.2</label><title>Baseline and follow-up assessments</title>
<p>At the initial baseline visit, all participants underwent a comprehensive health assessment encompassing a detailed physical examination, laboratory testing, and cardiovascular evaluation. One year later, the same individuals participated in a follow-up assessment using the same protocol to assess potential changes in their health parameters over time.</p>
</sec>
<sec id="s2c"><label>2.3</label><title>Physical examination (anthropometric/medical measurements)</title>
<p>Physical examination included measurements of weight, height, body mass index (BMI), skeletal muscle mass, fat mass, heart rate, respiratory rate, and blood pressure. Weight, skeletal muscle mass, and fat mass were measured using a &#x201C;Bioelectrical Impedance Analysis&#x201D; scale, and height was measured using a stadiometer. Blood pressure was recorded using a standardised automated sphygmomanometer, with systolic (SBP) and diastolic (DBP) values measured after five minutes of rest.</p>
</sec>
<sec id="s2d"><label>2.4</label><title>Laboratory investigations</title>
<p>Venous blood samples were obtained after overnight fasting for laboratory analysis. The primary biochemical markers assessed included serum 25-hydroxyvitamin D, parathyroid hormone (PTH), thyroid-stimulating hormone (TSH), and ferritin. These were quantified using a chemiluminescent immunoassay (CLIA). Normal vitamin D, PTH, TSH, and ferritin levels were defined as &#x2265;30&#x2005;ng/mL, PTH levels as 10&#x2013;65 0.5&#x2013;5&#x2005;mIU/L, and ferritin levels as 30&#x2013;300&#x2005;ng/mL.</p>
<p>Baseline assessments of serum calcium, phosphorus, iron, albumin, potassium, and random blood glucose levels were conducted using colorimetric analysis with an automated chemical analyzer. Muscle enzyme levels, specifically serum creatine kinase (CK) and lactate dehydrogenase (LDH) levels, were evaluated using the kinetic method with an automated chemical analyser. A complete blood count (CBC) was performed using a haematology analyser. Vitamin D status was categorized according to the Endocrine Society Clinical Practice Guideline, with deficiency defined as serum 25(OH)D levels below 20&#x2005;ng/mL, insufficiency as levels between 20 and 29&#x2005;ng/mL, and sufficiency as levels equal to or exceeding 30&#x2005;ng/mL (<xref ref-type="bibr" rid="B13">13</xref>).</p>
</sec>
<sec id="s2e"><label>2.5</label><title>Electrocardiographic evaluation</title>
<p>Standard 12-lead electrocardiograms (ECGs) were acquired at baseline and after one year. ECG parameters, including the PR interval, QRS duration, QT interval, corrected QT (QTc) interval, <italic>P</italic>-wave axis, and T-wave axis were documented. All ECGs were independently evaluated by two blinded, paediatric cardiologists. In cases of disagreement, a senior electrophysiologist made the final decision. ECG findings were interpreted according to the contemporary paediatric athlete ECG interpretation criteria described by Halasz et al. (<xref ref-type="bibr" rid="B14">14</xref>), developed in collaboration with the European Society of Cardiology (ESC).</p>
</sec>
<sec id="s2f"><label>2.6</label><title>Statistical analysis</title>
<p>The collected data were analysed using descriptive and inferential statistical methods. Data are presented as mean&#x2009;&#x00B1;&#x2009;standard deviation (SD). The normality of continuous variables and within-subject differences (baseline vs. follow-up) was tested using the Shapiro&#x2013;Wilk test and visual inspection of histograms and Q&#x2013;Q plots. Categorical variables were compared using chi-square tests; when the expected cell counts were &#x003C;5, Fisher&#x0027;s exact test was applied. A paired sample <italic>t</italic>-test was used to compare the baseline and follow-up values for continuous variables. Pearson&#x0027;s correlation was used for the bivariate analysis of the association strength between two variables and the direction of the relationship. Statistical significance was set at <italic>p</italic>&#x2009;&#x003C;&#x2009;0.05. All statistical analyses were performed using SPSS (version 26).</p>
<p>Power analysis using G&#x002A;Power 3.1 (paired-sample <italic>t</italic>-test, <italic>&#x03B1;</italic>&#x2009;&#x003D;&#x2009;0.05, power&#x2009;&#x003D;&#x2009;0.8) indicated that a minimum of 84 participants was required to detect a medium effect size (<italic>d</italic>&#x2009;&#x003D;&#x2009;0.3). The final sample of 93 athletes provided sufficient statistical power for longitudinal comparisons.</p>
<p>To identify variables associated with a high risk of vitamin D deficiency, binary logistic regression was employed to calculate odds ratios (ORs) with a 95&#x0025; confidence interval and <italic>p</italic>-values, thereby assessing the association between the dependent and independent variables. A receiver operating characteristic (ROC) curve was used to evaluate the diagnostic efficacy of these high-risk variables. The performance of the cutoff value was assessed by calculating Youden&#x0027;s J statistic, with values near &#x201C;1&#x201D; indicating a strong performance (J&#x2009;&#x003D;&#x2009;Sensitivity&#x2009;&#x002B;&#x2009;Specificity&#x2013;1).</p>
<p>To assess the impact of vitamin D deficiency on key laboratory parameters, a simple linear regression analysis was performed to determine the regression coefficient, accompanied by a 95&#x0025; confidence interval and <italic>p</italic>-values. Additionally, to examine the association between vitamin D deficiency and positive electrocardiogram (ECG) changes in athletes following a one-year follow-up, logistic regression analysis was employed to calculate the odds ratio (OR) and 95&#x0025; confidence interval.</p>
</sec>
</sec>
<sec id="s3" sec-type="results"><label>3</label><title>Results</title>
<p>A cohort of 93 male adolescent athletes aged 10&#x2013;14 years, with a mean age of 11.6&#x2009;&#x00B1;&#x2009;1.15 years, underwent health assessments at baseline and after a one-year follow-up period. The study identified significant changes in various anthropometric, biochemical, and cardiovascular (CV) parameters.</p>
<sec id="s3a"><label>3.1</label><title>Anthropometric/medical measurements</title>
<p>The athletes demonstrated significant increases in both weight and height during the one-year follow-up period. Specifically, weight increased from 40.2&#x2009;&#x00B1;&#x2009;6.8&#x2005;kg to 42.7&#x2009;&#x00B1;&#x2009;9.2&#x2005;kg (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.036), and height increased from 151.4&#x2009;&#x00B1;&#x2009;9.2&#x2005;cm to 155.4&#x2009;&#x00B1;&#x2009;12.1&#x2005;cm (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.012). Despite these changes, the Body Mass Index (BMI) remained relatively stable, with no significant change observed from 17.4&#x2009;&#x00B1;&#x2009;1.9 to 17.5&#x2009;&#x00B1;&#x2009;2.1&#x2005;Kg/m&#x00B2; (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.731). Additionally, there were significant increases in skeletal muscle mass from 16.6&#x2009;&#x00B1;&#x2009;1.4 to 17.2&#x2009;&#x00B1;&#x2009;1.6&#x2005;kg (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.008), while fat mass significantly decreased from 9.4&#x2009;&#x00B1;&#x2009;0.7 to 8.8&#x2009;&#x00B1;&#x2009;0.8&#x2005;kg (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001), as shown in <xref ref-type="table" rid="T1">Table&#x00A0;1</xref>. A significant reduction in Systolic Blood Pressure (SBP) was observed, decreasing from 113.3&#x2009;&#x00B1;&#x2009;9.7 to 109.3&#x2009;&#x00B1;&#x2009;11.4&#x2005;mmHg (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.011). In contrast, Diastolic Blood Pressure (DBP) (70.5&#x2009;&#x00B1;&#x2009;8.5 to 71.5&#x2009;&#x00B1;&#x2009;9.2&#x2005;mmHg, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.441), pulse rate (70.1&#x2009;&#x00B1;&#x2009;8.7&#x2013;70.8&#x2009;&#x00B1;&#x2009;10.4 beats/min, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.622), and respiratory rate (16&#x2009;&#x00B1;&#x2009;2&#x2013;15&#x2009;&#x00B1;&#x2009;3 breaths/min, <italic>p</italic>&#x2009;&#x003D;&#x2009;0.991) did not exhibit significant differences (<xref ref-type="table" rid="T1">Table&#x00A0;1</xref>).</p>
<table-wrap id="T1" position="float"><label>Table&#x00A0;1</label>
<caption><p>Comparison of baseline and one-year follow-up anthropometric and clinical measurements in adolescent athletes.</p></caption>
<table>
<thead>
<tr>
<th valign="top" align="left">Anthropometric/Medical Measurements</th>
<th valign="top" align="center">At baseline</th>
<th valign="top" align="center">After 1 year</th>
<th valign="top" align="center"><italic>p</italic>-Value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Weight (Kg)</td>
<td valign="top" align="center">40.2&#x2009;&#x00B1;&#x2009;6.8</td>
<td valign="top" align="center">42.7&#x2009;&#x00B1;&#x2009;9.2</td>
<td valign="top" align="center">0.036<xref ref-type="table-fn" rid="TF3">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">Height (cm)</td>
<td valign="top" align="center">151.4&#x2009;&#x00B1;&#x2009;9.2</td>
<td valign="top" align="center">155.4&#x2009;&#x00B1;&#x2009;12.1</td>
<td valign="top" align="center">0.012<xref ref-type="table-fn" rid="TF3">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">BMI (Kg/m<sup>2</sup>)</td>
<td valign="top" align="center">17.4&#x2009;&#x00B1;&#x2009;1.9</td>
<td valign="top" align="center">17.5&#x2009;&#x00B1;&#x2009;2.1</td>
<td valign="top" align="center">0.731</td>
</tr>
<tr>
<td valign="top" align="left">Skeletal muscle mass (Kg)</td>
<td valign="top" align="center">16.6&#x2009;&#x00B1;&#x2009;1.4</td>
<td valign="top" align="center">17.2&#x2009;&#x00B1;&#x2009;1.6</td>
<td valign="top" align="center">0.008<xref ref-type="table-fn" rid="TF3">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">Fat mass (Kg)</td>
<td valign="top" align="center">9.4&#x2009;&#x00B1;&#x2009;0.7</td>
<td valign="top" align="center">8.8&#x2009;&#x00B1;&#x2009;0.8</td>
<td valign="top" align="center">&#x003C;0.001<xref ref-type="table-fn" rid="TF3">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">HR (beat/min)</td>
<td valign="top" align="center">70.1&#x2009;&#x00B1;&#x2009;8.7</td>
<td valign="top" align="center">70.8&#x2009;&#x00B1;&#x2009;10.4</td>
<td valign="top" align="center">0.622</td>
</tr>
<tr>
<td valign="top" align="left">SBP (mmHg)</td>
<td valign="top" align="center">113.3&#x2009;&#x00B1;&#x2009;9.7</td>
<td valign="top" align="center">109.3&#x2009;&#x00B1;&#x2009;11.4</td>
<td valign="top" align="center">0.011<xref ref-type="table-fn" rid="TF3">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">DBP (mmHg)</td>
<td valign="top" align="center">70.5&#x2009;&#x00B1;&#x2009;8.5</td>
<td valign="top" align="center">71.5&#x2009;&#x00B1;&#x2009;9.2</td>
<td valign="top" align="center">0.441</td>
</tr>
<tr>
<td valign="top" align="left">Respiratory rate (breath/min)</td>
<td valign="top" align="center">16&#x2009;&#x00B1;&#x2009;2</td>
<td valign="top" align="center">15&#x2009;&#x00B1;&#x2009;3</td>
<td valign="top" align="center">0.991</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TF1"><p>Values are presented as mean&#x2009;&#x00B1;&#x2009;SD.</p></fn>
<fn id="TF2"><p>BMI, body mass index; HR, heart rate; SBP, systolic blood pressure; DBP, diastolic blood pressure.</p></fn>
<fn id="TF3"><label>&#x002A;</label>
<p><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 indicates statistical significance.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3b"><label>3.2</label><title>Laboratory investigations</title>
<p>A concerning finding was the significant reduction in serum vitamin D levels, which decreased from 29.8&#x2009;&#x00B1;&#x2009;8.6 to 21.9&#x2009;&#x00B1;&#x2009;10.8&#x2005;ng/mL (<italic>p</italic>&#x2009;&#x003C;&#x2009;0.001). This 27&#x0025; reduction indicates a potential risk of vitamin D deficiency among athletes after one year. Additionally, parathyroid hormone (PTH) levels increased significantly (38.8&#x2009;&#x00B1;&#x2009;2.7 vs. 33.9&#x2009;&#x00B1;&#x2009;1.6&#x2005;pg/mL; <italic>p</italic>&#x2009;&#x003C;&#x2009;0.001). Other laboratory parameters, including serum calcium, phosphorus, iron, ferritin, albumin, potassium, muscle enzymes (CK and LDH), thyroid-stimulating hormone (TSH) levels, and complete blood count (CBC) parameters, remained stable, with no significant changes observed (<italic>p</italic>&#x2009;&#x003E;&#x2009;0.05), as shown in <xref ref-type="table" rid="T2">Table&#x00A0;2</xref>.</p>
<table-wrap id="T2" position="float"><label>Table&#x00A0;2</label>
<caption><p>Comparison of baseline and one-year follow-up biochemical and haematological parameters in adolescent athletes.</p></caption>
<table>
<thead>
<tr>
<th valign="top" align="left">Laboratory investigations</th>
<th valign="top" align="center">Baseline (Mean&#x2009;&#x00B1;&#x2009;SD)</th>
<th valign="top" align="center">After 1 Year (Mean&#x2009;&#x00B1;&#x2009;SD)</th>
<th valign="top" align="center"><italic>p</italic>-Value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">25(OH) vitamin D (ng/mL)</td>
<td valign="top" align="center">29.8&#x2009;&#x00B1;&#x2009;8.6</td>
<td valign="top" align="center">21.9&#x2009;&#x00B1;&#x2009;10.8</td>
<td valign="top" align="center">&#x003C;0.001<xref ref-type="table-fn" rid="TF6">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">Serum calcium (mg/dL)</td>
<td valign="top" align="center">9.78&#x2009;&#x00B1;&#x2009;0.68</td>
<td valign="top" align="center">9.86&#x2009;&#x00B1;&#x2009;0.62</td>
<td valign="top" align="center">0.178</td>
</tr>
<tr>
<td valign="top" align="left">Serum phosphorus (mg/dL)</td>
<td valign="top" align="center">3.97&#x2009;&#x00B1;&#x2009;0.86</td>
<td valign="top" align="center">4.1&#x2009;&#x00B1;&#x2009;0.94</td>
<td valign="top" align="center">0.316</td>
</tr>
<tr>
<td valign="top" align="left">Serum PTH (pg/mL)</td>
<td valign="top" align="center">33.9&#x2009;&#x00B1;&#x2009;1.6</td>
<td valign="top" align="center">38.8&#x2009;&#x00B1;&#x2009;2.7</td>
<td valign="top" align="center">&#x003C;0.001<xref ref-type="table-fn" rid="TF6">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">Serum CK (U/L)</td>
<td valign="top" align="center">93.7&#x2009;&#x00B1;&#x2009;4.5</td>
<td valign="top" align="center">94.1&#x2009;&#x00B1;&#x2009;4.2</td>
<td valign="top" align="center">0.813</td>
</tr>
<tr>
<td valign="top" align="left">Serum LDH (U/L)</td>
<td valign="top" align="center">174.6&#x2009;&#x00B1;&#x2009;6.8</td>
<td valign="top" align="center">175.1&#x2009;&#x00B1;&#x2009;7.5</td>
<td valign="top" align="center">0.654</td>
</tr>
<tr>
<td valign="top" align="left">Serum iron (&#x00B5;g/dL)</td>
<td valign="top" align="center">87.3&#x2009;&#x00B1;&#x2009;21.5</td>
<td valign="top" align="center">89.6&#x2009;&#x00B1;&#x2009;25.5</td>
<td valign="top" align="center">0.507</td>
</tr>
<tr>
<td valign="top" align="left">Serum ferritin (ng/mL)</td>
<td valign="top" align="center">65.4&#x2009;&#x00B1;&#x2009;16.4</td>
<td valign="top" align="center">68.1&#x2009;&#x00B1;&#x2009;17.1</td>
<td valign="top" align="center">0.273</td>
</tr>
<tr>
<td valign="top" align="left">Serum albumin (g/dL)</td>
<td valign="top" align="center">4.39&#x2009;&#x00B1;&#x2009;0.62</td>
<td valign="top" align="center">4.52&#x2009;&#x00B1;&#x2009;0.58</td>
<td valign="top" align="center">0.142</td>
</tr>
<tr>
<td valign="top" align="left">Serum potassium (mEq/L)</td>
<td valign="top" align="center">3.98&#x2009;&#x00B1;&#x2009;0.66</td>
<td valign="top" align="center">4.11&#x2009;&#x00B1;&#x2009;0.73</td>
<td valign="top" align="center">0.204</td>
</tr>
<tr>
<td valign="top" align="left">Random blood glucose (mg/dL)</td>
<td valign="top" align="center">107.6&#x2009;&#x00B1;&#x2009;12.5</td>
<td valign="top" align="center">110.2&#x2009;&#x00B1;&#x2009;14.6</td>
<td valign="top" align="center">0.194</td>
</tr>
<tr>
<td valign="top" align="left">TSH (mIU/L)</td>
<td valign="top" align="center">2.93&#x2009;&#x00B1;&#x2009;0.89</td>
<td valign="top" align="center">3.11&#x2009;&#x00B1;&#x2009;0.92</td>
<td valign="top" align="center">0.177</td>
</tr>
<tr>
<td valign="top" align="left">Total leucocyte count (&#x2009;&#x00D7;&#x2009;10<sup>3</sup>/&#x00B5;L)</td>
<td valign="top" align="center">6.10&#x2009;&#x00B1;&#x2009;1.1</td>
<td valign="top" align="center">6.14&#x2009;&#x00B1;&#x2009;1.5</td>
<td valign="top" align="center">0.841</td>
</tr>
<tr>
<td valign="top" align="left">Neutrophil (&#x2009;&#x00D7;10<sup>3</sup>/&#x00B5;L)</td>
<td valign="top" align="center">3.14&#x2009;&#x00B1;&#x2009;0.33</td>
<td valign="top" align="center">3.2&#x2009;&#x00B1;&#x2009;0.4</td>
<td valign="top" align="center">0.266</td>
</tr>
<tr>
<td valign="top" align="left">Lymphocytes 
(&#x2009;&#x00D7;10<sup>3</sup>/&#x00B5;L)</td>
<td valign="top" align="center">2.23&#x2009;&#x00B1;&#x2009;0.11</td>
<td valign="top" align="center">2.19&#x2009;&#x00B1;&#x2009;0.24</td>
<td valign="top" align="center">0.146</td>
</tr>
<tr>
<td valign="top" align="left">Monocytes (&#x00D7;10<sup>3</sup>/&#x00B5;L)</td>
<td valign="top" align="center">0.46&#x2009;&#x00B1;&#x2009;0.18</td>
<td valign="top" align="center">0.44&#x2009;&#x00B1;&#x2009;0.11</td>
<td valign="top" align="center">0.362</td>
</tr>
<tr>
<td valign="top" align="left">Eosinophils (&#x00D7;10<sup>3</sup>/&#x00B5;L)</td>
<td valign="top" align="center">0.26&#x2009;&#x00B1;&#x2009;0.09</td>
<td valign="top" align="center">0.24&#x2009;&#x00B1;&#x2009;0.08</td>
<td valign="top" align="center">0.111</td>
</tr>
<tr>
<td valign="top" align="left">Basophils (cell/ &#x00B5;L)</td>
<td valign="top" align="center">8.8&#x2009;&#x00B1;&#x2009;2</td>
<td valign="top" align="center">9.2&#x2009;&#x00B1;&#x2009;4</td>
<td valign="top" align="center">0.389</td>
</tr>
<tr>
<td valign="top" align="left">RBC count (&#x00D7;10<sup>6</sup>/&#x00B5;L)</td>
<td valign="top" align="center">5.34&#x2009;&#x00B1;&#x2009;0.87</td>
<td valign="top" align="center">5.21&#x2009;&#x00B1;&#x2009;0.54</td>
<td valign="top" align="center">0.222</td>
</tr>
<tr>
<td valign="top" align="left">Hb (g/dL)</td>
<td valign="top" align="center">13.5&#x2009;&#x00B1;&#x2009;1.2</td>
<td valign="top" align="center">13.6&#x2009;&#x00B1;&#x2009;1.5</td>
<td valign="top" align="center">0.621</td>
</tr>
<tr>
<td valign="top" align="left">Hct (&#x0025;)</td>
<td valign="top" align="center">41.09&#x2009;&#x00B1;&#x2009;4.74</td>
<td valign="top" align="center">40.83&#x2009;&#x00B1;&#x2009;3.14</td>
<td valign="top" align="center">0.659</td>
</tr>
<tr>
<td valign="top" align="left">MCV (fL)</td>
<td valign="top" align="center">77.61&#x2009;&#x00B1;&#x2009;9.55</td>
<td valign="top" align="center">79.11&#x2009;&#x00B1;&#x2009;7.94</td>
<td valign="top" align="center">0.246</td>
</tr>
<tr>
<td valign="top" align="left">MCH (pg)</td>
<td valign="top" align="center">25.9&#x2009;&#x00B1;&#x2009;2.16</td>
<td valign="top" align="center">26.2&#x2009;&#x00B1;&#x2009;1.92</td>
<td valign="top" align="center">0.318</td>
</tr>
<tr>
<td valign="top" align="left">MCHC (g/dL)</td>
<td valign="top" align="center">33.2&#x2009;&#x00B1;&#x2009;1.64</td>
<td valign="top" align="center">32.9&#x2009;&#x00B1;&#x2009;1.44</td>
<td valign="top" align="center">0.187</td>
</tr>
<tr>
<td valign="top" align="left">RDW (&#x0025;)</td>
<td valign="top" align="center">12.31&#x2009;&#x00B1;&#x2009;3.2</td>
<td valign="top" align="center">11.95&#x2009;&#x00B1;&#x2009;2.3</td>
<td valign="top" align="center">0.379</td>
</tr>
<tr>
<td valign="top" align="left">Platelet count 
(&#x00D7;10&#x00B3;/&#x00B5;L)</td>
<td valign="top" align="center">274.8&#x2009;&#x00B1;&#x2009;47.6</td>
<td valign="top" align="center">281.5&#x2009;&#x00B1;&#x2009;58.8</td>
<td valign="top" align="center">0.394</td>
</tr>
<tr>
<td valign="top" align="left">MPV (fL)</td>
<td valign="top" align="center">7.83&#x2009;&#x00B1;&#x2009;2.9</td>
<td valign="top" align="center">7.35&#x2009;&#x00B1;&#x2009;3.3</td>
<td valign="top" align="center">0.293</td>
</tr>
<tr>
<td valign="top" align="left">PDW (&#x0025;)</td>
<td valign="top" align="center">17.1&#x2009;&#x00B1;&#x2009;4.13</td>
<td valign="top" align="center">16.8&#x2009;&#x00B1;&#x2009;3.89</td>
<td valign="top" align="center">0.611</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TF4"><p>Values are presented as mean&#x2009;&#x00B1;&#x2009;SD.</p></fn>
<fn id="TF5"><p>PTH, parathyroid hormone; CK, creatine kinase; LDH, lactate dehydrogenase; TSH, thyroid-stimulating hormone; RBC, red blood cell co unt; Hb, haemoglobin; Hct, haematocrit; MCV, mean corpuscular volume; MCH, mean corpuscular haemoglobin; MCHC, mean corpuscular haemoglobin concentration; RDW, red cell distribution width; MPV, mean platelet volume; PDW, platelet distribution width.</p></fn>
<fn id="TF6"><label>&#x002A;</label>
<p><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 indicates statistical significance.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3c"><label>3.3</label><title>Electrocardiographic assessment</title>
<p>Most ECG parameters, including the PR interval, QRS duration, QT interval, and <italic>P</italic>-wave and QRS axes, did not show significant differences (<italic>p</italic>&#x2009;&#x003E;&#x2009;0.05) between the two assessments. However, there was a statistically significant reduction in the <italic>T</italic>-wave axis, from 40.5&#x2009;&#x00B1;&#x2009;7.7&#x00B0; to 38.2&#x2009;&#x00B1;&#x2009;6.4&#x00B0; (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.028), as shown in <xref ref-type="table" rid="T3">Table&#x00A0;3</xref>.</p>
<table-wrap id="T3" position="float"><label>Table&#x00A0;3</label>
<caption><p>Comparison of baseline and one-year follow-up electrocardiographic (ECG) parameters in adolescent athletes.</p></caption>
<table>
<thead>
<tr>
<th valign="top" align="left">ECG Variables</th>
<th valign="top" align="center">Baseline</th>
<th valign="top" align="center">After 1 year</th>
<th valign="top" align="center"><italic>p</italic>-Value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">PR interval (ms)</td>
<td valign="top" align="center">139&#x2009;&#x00B1;&#x2009;27.1</td>
<td valign="top" align="center">141&#x2009;&#x00B1;&#x2009;22.2</td>
<td valign="top" align="center">0.583</td>
</tr>
<tr>
<td valign="top" align="left">QRS duration (ms)</td>
<td valign="top" align="center">88.7&#x2009;&#x00B1;&#x2009;8.9</td>
<td valign="top" align="center">90.1&#x2009;&#x00B1;&#x2009;7.5</td>
<td valign="top" align="center">0.248</td>
</tr>
<tr>
<td valign="top" align="left">QT interval (ms)</td>
<td valign="top" align="center">389.9&#x2009;&#x00B1;&#x2009;23.5</td>
<td valign="top" align="center">392.8&#x2009;&#x00B1;&#x2009;29.3</td>
<td valign="top" align="center">0.458</td>
</tr>
<tr>
<td valign="top" align="left">QTc-interval (ms)</td>
<td valign="top" align="center">413&#x2009;&#x00B1;&#x2009;16.9</td>
<td valign="top" align="center">410&#x2009;&#x00B1;&#x2009;22.8</td>
<td valign="top" align="center">0.309</td>
</tr>
<tr>
<td valign="top" align="left"><italic>P</italic>-wave axis (&#x00B0;)</td>
<td valign="top" align="center">33.9&#x2009;&#x00B1;&#x2009;8.6</td>
<td valign="top" align="center">32.7&#x2009;&#x00B1;&#x2009;6.9</td>
<td valign="top" align="center">0.295</td>
</tr>
<tr>
<td valign="top" align="left">QRS axis (&#x00B0;)</td>
<td valign="top" align="center">63.1&#x2009;&#x00B1;&#x2009;8.2</td>
<td valign="top" align="center">62.2&#x2009;&#x00B1;&#x2009;9.7</td>
<td valign="top" align="center">0.495</td>
</tr>
<tr>
<td valign="top" align="left">T-wave axis (&#x00B0;)</td>
<td valign="top" align="center">40.5&#x2009;&#x00B1;&#x2009;7.7</td>
<td valign="top" align="center">38.2&#x2009;&#x00B1;&#x2009;6.4</td>
<td valign="top" align="center">0.028<xref ref-type="table-fn" rid="TF9">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">R-Voltage in V5 or V6 (mV)</td>
<td valign="top" align="center">2.37&#x2009;&#x00B1;&#x2009;0.35</td>
<td valign="top" align="center">2.45&#x2009;&#x00B1;&#x2009;0.55</td>
<td valign="top" align="center">0.238</td>
</tr>
<tr>
<td valign="top" align="left">S-voltage in V1 or V2 (mV)</td>
<td valign="top" align="center">1.16&#x2009;&#x00B1;&#x2009;0.28</td>
<td valign="top" align="center">1.17&#x2009;&#x00B1;&#x2009;0.31</td>
<td valign="top" align="center">0.818</td>
</tr>
<tr>
<td valign="top" align="left">Voltage sum (mV)</td>
<td valign="top" align="center">3.5&#x2009;&#x00B1;&#x2009;0.47</td>
<td valign="top" align="center">3.6&#x2009;&#x00B1;&#x2009;0.65</td>
<td valign="top" align="center">0.231</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TF7"><p>Values are presented as mean&#x2009;&#x00B1;&#x2009;SD.</p></fn>
<fn id="TF8"><p>Clarifications: PR interval, from the onset of the <italic>P</italic>-wave to the beginning of the QRS complex; QTc, corrected QT interval; QRS, ventricular depolarisation axis; R-voltage, amplitude of the R wave; S-voltage, amplitude of the S wave; mV, millivolt; ms, millisecond; voltage sum, R in V5 or V6&#x2009;&#x002B;&#x2009;S in V1 or V2; represents combined depolarisation amplitude.</p></fn>
<fn id="TF9"><label>&#x002A;</label>
<p><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 indicates statistical significance.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3d"><label>3.4</label><title>Correlation between vitamin D and various anthropometric and biochemical parameters after 1-year follow-up</title>
<p>Significant positive correlations were observed between vitamin D levels and serum calcium and phosphorus levels. In contrast, significant negative correlations were identified between vitamin D and PTH levels, as shown in <xref ref-type="table" rid="T4">Table&#x00A0;4</xref>. The results of the linear regression analysis were statistically significant. The increase in vitamin D accounted for a 17.5&#x0025; and 16.7&#x0025; increase in total serum calcium and serum phosphorus, respectively and <italic>vice versa</italic>, while increase in vitamin D accounted for 3.6&#x0025; decrease in PTH and <italic>vice versa</italic> (<xref ref-type="table" rid="T5">Table&#x00A0;5</xref>)</p>
<table-wrap id="T4" position="float"><label>Table&#x00A0;4</label>
<caption><p>Correlation matrix between vitamin D and some anthropometric measurements and laboratory investigations in the study participants after 1-year follow-up.</p></caption>
<table>
<thead>
<tr>
<th valign="top" align="left" colspan="2">Variable</th>
<th valign="top" align="center">BMI (Kg/m<sup>2</sup>)</th>
<th valign="top" align="center">Skeletal muscle mass (Kg)</th>
<th valign="top" align="center">Fat mass (Kg)</th>
<th valign="top" align="center">Serum calcium (mg/dL)</th>
<th valign="top" align="center">Serum phosphorus (mg/dL)</th>
<th valign="top" align="center">Serum PTH (pg/mL)</th>
<th valign="top" align="center">Serum CK (U/L)</th>
<th valign="top" align="center">Serum LDH (U/L)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" rowspan="2">Vitamin D (ng/mL)</td>
<td valign="top" align="center">r</td>
<td valign="top" align="center">&#x2212;0.168</td>
<td valign="top" align="center">&#x2212;0.009</td>
<td valign="top" align="center">&#x2212;0.036</td>
<td valign="top" align="center">0.429</td>
<td valign="top" align="center">0.408</td>
<td valign="top" align="center">&#x2212;0.215</td>
<td valign="top" align="center">0.054</td>
<td valign="top" align="center">0.064</td>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="center">0.107</td>
<td valign="top" align="center">0.931</td>
<td valign="top" align="center">0.733</td>
<td valign="top" align="center">&#x003C;0.001<xref ref-type="table-fn" rid="TF11">&#x002A;</xref></td>
<td valign="top" align="center">&#x003C;0.001<xref ref-type="table-fn" rid="TF11">&#x002A;</xref></td>
<td valign="top" align="center">0.039<xref ref-type="table-fn" rid="TF11">&#x002A;</xref></td>
<td valign="top" align="center">0.609</td>
<td valign="top" align="center">0.539</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TF10"><p>BMI, body mass index; CK, creatine kinase; LDH, lactate dehydrogenase; PTH, parathyroid hormone; p, probability value; r, Pearson&#x0027;s correlation coefficient.</p></fn>
<fn id="TF11"><label>&#x002A;</label>
<p><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 indicates statistical significance.</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T5" position="float"><label>Table&#x00A0;5</label>
<caption><p>Simple linear regression analysis showing the effect of serum vitamin D on selected biochemical parameters after a one-year follow-up.</p></caption>
<table>
<thead>
<tr>
<th valign="top" align="left">Laboratory investigations</th>
<th valign="top" align="center">B (95&#x0025; CI)</th>
<th valign="top" align="center"><italic>&#x03B2;</italic></th>
<th valign="top" align="center">SE</th>
<th valign="top" align="center"><italic>t</italic>-value</th>
<th valign="top" align="center">R<sup>2</sup></th>
<th valign="top" align="center">Adjusted R<sup>2</sup></th>
<th valign="top" align="center"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Serum calcium (mg/dL)</td>
<td valign="top" align="center">0.02 (0.012, 0.030)</td>
<td valign="top" align="center">0.43</td>
<td valign="top" align="center">0.01</td>
<td valign="top" align="center">4.54</td>
<td valign="top" align="center">0.184</td>
<td valign="top" align="center">0.175</td>
<td valign="top" align="center">&#x003C;0.001<xref ref-type="table-fn" rid="TF13">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">Serum phosphorus (mg/dL)</td>
<td valign="top" align="center">0.03 (0.016, 0.044)</td>
<td valign="top" align="center">0.41</td>
<td valign="top" align="center">0.01</td>
<td valign="top" align="center">4.27</td>
<td valign="top" align="center">0.167</td>
<td valign="top" align="center">0.158</td>
<td valign="top" align="center">&#x003C;0.001<xref ref-type="table-fn" rid="TF13">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">PTH (pg/mL)</td>
<td valign="top" align="center">&#x2212;0.05 (&#x2013;0.090, &#x2013;0.002)</td>
<td valign="top" align="center">&#x2013;0.22</td>
<td valign="top" align="center">0.02</td>
<td valign="top" align="center">&#x2013;2.10</td>
<td valign="top" align="center">0.046</td>
<td valign="top" align="center">0.036</td>
<td valign="top" align="center">0.039<xref ref-type="table-fn" rid="TF13">&#x002A;</xref></td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TF12"><p>B, unstandardised regression coefficient; &#x03B2;, standardised regression coefficient; CI, confidence interval; PTH, parathyroid hormone; R<sup>2</sup>, coefficient of determination; SE, standard error.</p></fn>
<fn id="TF13"><label>&#x002A;</label>
<p><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 indicates statistical significance.</p></fn>
</table-wrap-foot>
</table-wrap>
<p>The analysis revealed negligible linear negative correlations between body mass index (BMI), skeletal muscle mass, fat mass, and Vitamin D levels. Specifically, a 1&#x2005;kg/m&#x00B2; increase in BMI corresponded to a 0.016&#x2005;ng/mL decrease in Vitamin D levels; a 1&#x2005;kg increase in skeletal muscle mass was associated with a 0.074&#x2005;ng/mL decrease in Vitamin D; and a 1&#x2005;kg increase in fat mass resulted in a 0.533&#x2005;ng/mL decrease in Vitamin D. The multiple linear regression model indicated that approximately 3&#x0025; of the variance in Vitamin D levels could be attributed to BMI, skeletal muscle mass, and fat mass (R<sup>2</sup>&#x2009;&#x003D;&#x2009;0.030; <xref ref-type="table" rid="T6">Table&#x00A0;6</xref>). Anthropometric variables with high risk, including BMI, skeletal muscle mass, and fat mass, were identified as having optimal sensitivity (SE) and specificity (SP) for independently predicting a decline in vitamin D levels after a 1-year follow-up, utilising the ROC curve (<xref ref-type="table" rid="T7">Table&#x00A0;7</xref>, <xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>).</p>
<table-wrap id="T6" position="float"><label>Table&#x00A0;6</label>
<caption><p>Simple and multiple linear regression analyses of anthropometric predictors of serum vitamin D levels after one year of follow-up.</p></caption>
<table>
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Variable(s)</th>
<th valign="top" align="center" colspan="4">Simple linear regression</th>
<th valign="top" align="center" colspan="3">Multiple linear regression</th>
</tr>
<tr>
<th valign="top" align="center">B<xref ref-type="table-fn" rid="TF15"><sup>a</sup></xref> (95&#x0025; CI)</th>
<th valign="top" align="center">&#x03B2;</th>
<th valign="top" align="center"><italic>t</italic>-value</th>
<th valign="top" align="center"><italic>p</italic>-value</th>
<th valign="top" align="center">B<xref ref-type="table-fn" rid="TF16"><sup>b</sup></xref> (95&#x0025; CI)</th>
<th valign="top" align="center">&#x03B2;</th>
<th valign="top" align="center"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Body-mass index (Kg/m<sup>2</sup>)</td>
<td valign="top" align="center">&#x2212;0.016 (&#x2013;2.257, 0.224)</td>
<td valign="top" align="center">&#x2013;0.168</td>
<td valign="top" align="center">&#x2013;1.627</td>
<td valign="top" align="center">0.107</td>
<td valign="top" align="center">&#x2013;1.026 (&#x2013;2.284, 0.231)</td>
<td valign="top" align="center">&#x2013;0.170</td>
<td valign="top" align="center">0.108</td>
</tr>
<tr>
<td valign="top" align="left">Skeletal muscle mass (Kg)</td>
<td valign="top" align="center">&#x2013;0.074 (&#x2013;1.767, 1.619)</td>
<td valign="top" align="center">&#x2013;0.009</td>
<td valign="top" align="center">&#x2013;0.087</td>
<td valign="top" align="center">0.931</td>
<td valign="top" align="center">&#x2013;0.172 (&#x2013;1.864, 1.520)</td>
<td valign="top" align="center">&#x2013;0.021</td>
<td valign="top" align="center">0.840</td>
</tr>
<tr>
<td valign="top" align="left">Fat mass (Kg)</td>
<td valign="top" align="center">&#x2013;0.533 (&#x2013;3.621, 2.556)</td>
<td valign="top" align="center">&#x2013;0.036</td>
<td valign="top" align="center">&#x2013;0.342</td>
<td valign="top" align="center">0.733</td>
<td valign="top" align="center">&#x2013;0.523 (&#x2013;3.603, 2.557)</td>
<td valign="top" align="center">&#x2013;0.035</td>
<td valign="top" align="center">0.737</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TF14"><p>B, unstandardised regression coefficient; &#x03B2;, standardised regression coefficient; CI, confidence interval; R&#x00B2;, coefficient of determination.</p></fn>
<fn id="TF15"><label>a</label>
<p>Crude (simple) regression coefficient.</p></fn>
<fn id="TF16"><label>b</label>
<p>Adjusted (multiple) regression coefficient.</p></fn>
<fn id="TF17"><p>No significant associations were observed between vitamin D levels and BMI, skeletal muscle mass, or fat mass (R&#x00B2;&#x2009;&#x003D;&#x2009;0.030).</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T7" position="float"><label>Table&#x00A0;7</label>
<caption><p>Receiver operating characteristic (ROC) curve analysis of anthropometric parameters potentially associated with vitamin D decline after a one-year follow-up.</p></caption>
<table>
<thead>
<tr>
<th valign="top" align="left">Variable(s)</th>
<th valign="top" align="center">Cutoff value</th>
<th valign="top" align="center">Sensitivity (&#x0025;)</th>
<th valign="top" align="center">Specificity (&#x0025;)</th>
<th valign="top" align="center">Youden index J</th>
<th valign="top" align="center">AUC (95&#x0025; CI)</th>
<th valign="top" align="center"><italic>p</italic>-value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">BMI (Kg/m<sup>2</sup>)</td>
<td valign="top" align="center">&#x2264;17.7</td>
<td valign="top" align="center">59.5</td>
<td valign="top" align="center">71.4</td>
<td valign="top" align="center">0.31</td>
<td valign="top" align="center">0.59 (0.42&#x2013;0.78)</td>
<td valign="top" align="center">0.292</td>
</tr>
<tr>
<td valign="top" align="left">Skeletal muscle mass (Kg)</td>
<td valign="top" align="center">&#x003E;16</td>
<td valign="top" align="center">50.0</td>
<td valign="top" align="center">64.6</td>
<td valign="top" align="center">0.15</td>
<td valign="top" align="center">0.55 (0.37&#x2013;0.72)</td>
<td valign="top" align="center">0.603</td>
</tr>
<tr>
<td valign="top" align="left">Fat mass (Kg)</td>
<td valign="top" align="center">&#x2264;9.3</td>
<td valign="top" align="center">73.4</td>
<td valign="top" align="center">35.7</td>
<td valign="top" align="center">0.09</td>
<td valign="top" align="center">0.54 (0.36&#x2013;0.71)</td>
<td valign="top" align="center">0.701</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TF18"><p>AUC, area under the ROC curve; BMI, body mass index; CI, confidence interval; ROC, receiver operating characteristic.</p></fn>
<fn id="TF19"><p>No parameter demonstrated significant discriminatory ability (AUC&#x2009;&#x003C;&#x2009;0.6, <italic>p</italic>&#x2009;&#x003E;&#x2009;0.05).</p></fn>
</table-wrap-foot>
</table-wrap>
<fig id="F1" position="float"><label>Figure&#x00A0;1</label>
<caption><p>Receiver operating characteristic (ROC) curves of anthropometric variables (body mass index, skeletal muscle mass, and fat mass) for predicting a decline in serum 25-hydroxyvitamin D [25(OH)D] levels after one-year follow-up. The diagonal dashed line represents the line of no discrimination (AUC&#x2009;&#x003D;&#x2009;0.5). The corresponding area-under-the-curve (AUC) values were: body mass index&#x2009;&#x003D;&#x2009;0.59 (95&#x0025; CI: 0.42&#x2013;0.78), skeletal muscle mass&#x2009;&#x003D;&#x2009;0.55 (95&#x0025; CI: 0.37&#x2013;0.72), and fat mass&#x2009;&#x003D;&#x2009;0.54 (95&#x0025; CI: 0.36&#x2013;0.70); all non-significant (<italic>p</italic>&#x2009;&#x003E;&#x2009;0.05).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fcvm-12-1731919-g001.tif"><alt-text content-type="machine-generated">ROC curve comparing body mass index (blue line), skeletal muscle mass (green line), and fat mass (orange line) with 100 minus specificity on the x-axis and sensitivity on the y-axis. Three points on the lines are highlighted with black circles.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3e"><label>3.5</label><title>Correlation between vitamin D and electrocardiographic variables after 1-year follow-up</title>
<p>There were insignificant positive correlations between vitamin D levels and QRS duration, QT interval, QTc-interval, QRS axis, T-wave axis, and S-voltage in V1 and V2. On the other hand, there were insignificant negative correlations between vitamin D levels and PR interval, <italic>P</italic>-wave axis, R-voltage in V5 or V6, and Voltage sum (<xref ref-type="table" rid="T8">Table&#x00A0;8</xref>).</p>
<table-wrap id="T8" position="float"><label>Table&#x00A0;8</label>
<caption><p>Correlation between serum vitamin D levels and electrocardiographic (ECG) parameters after one-year follow-up.</p></caption>
<table>
<thead>
<tr>
<th valign="top" align="left" colspan="2">Variable</th>
<th valign="top" align="center">PR interval (ms)</th>
<th valign="top" align="center">QRS duration (ms)</th>
<th valign="top" align="center">QT interval (ms)</th>
<th valign="top" align="center">QTc-interval (ms)</th>
<th valign="top" align="center"><italic>P</italic>-wave axis (&#x00B0;)</th>
<th valign="top" align="center">QRS axis (&#x00B0;)</th>
<th valign="top" align="center">T-wave axis (&#x00B0;)</th>
<th valign="top" align="center">R-Voltage in V5 or V6 (mV)</th>
<th valign="top" align="center">S-voltage in V1 or V2 (mV)</th>
<th valign="top" align="center">Voltage sum (mV)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" rowspan="2">Vitamin D level (ng/mL)</td>
<td valign="top" align="left">r</td>
<td valign="top" align="center">&#x2212;0.189</td>
<td valign="top" align="center">0.004</td>
<td valign="top" align="center">0.027</td>
<td valign="top" align="center">0.049</td>
<td valign="top" align="center">&#x2212;0.027</td>
<td valign="top" align="center">0.139</td>
<td valign="top" align="center">0.097</td>
<td valign="top" align="center">&#x2212;0.119</td>
<td valign="top" align="center">0.023</td>
<td valign="top" align="center">&#x2212;0.080</td>
</tr>
<tr>
<td valign="top" align="left">P</td>
<td valign="top" align="left">0.070</td>
<td valign="top" align="center">0.966</td>
<td valign="top" align="center">0.794</td>
<td valign="top" align="center">0.642</td>
<td valign="top" align="center">0.798</td>
<td valign="top" align="center">0.183</td>
<td valign="top" align="center">0.357</td>
<td valign="top" align="center">0.256</td>
<td valign="top" align="center">0.828</td>
<td valign="top" align="center">0.443</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TF20"><p>No statistically significant correlations were observed between vitamin D levels and ECG intervals, axes, or voltages.</p></fn>
<fn id="TF21"><p>ms, millisecond; mV, millivolt; QTc, corrected QT interval; p, probability value; r, Pearson&#x0027;s correlation coefficient.</p></fn>
</table-wrap-foot>
</table-wrap>
<p><xref ref-type="table" rid="T9">Table&#x00A0;9</xref> shows the prevalence of ECG changes associated with vitamin D deficiency after 1-year of follow-up. Using the chi-square test, we found an increased prevalence of ECG changes associated with vitamin D deficiency compared to that in subjects with normal vitamin D levels. There was a significant prevalence of sinus arrhythmia (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.002) and T-wave inversion (<italic>p</italic>&#x2009;&#x003D;&#x2009;0.012). In contrast, RVCD/incomplete RBBB, U-wave, and T-wave notching were 100&#x0025; prevalent in patients with vitamin D deficiency compared with those with normal vitamin D levels. This was further confirmed using a logistic regression model (<xref ref-type="table" rid="T10">Table&#x00A0;10</xref>).</p>
<table-wrap id="T9" position="float"><label>Table&#x00A0;9</label>
<caption><p>Comparison of electrocardiographic (ECG) findings between athletes with normal and deficient vitamin D levels after a one-year follow-up.</p></caption>
<table>
<thead>
<tr>
<th valign="top" align="left" rowspan="3">ECG changes</th>
<th valign="top" align="center" colspan="2">Groups</th>
<th valign="top" align="center" rowspan="3"><italic>p</italic>-Value</th>
</tr>
<tr>
<th valign="top" align="center">Normal Vitamin D</th>
<th valign="top" align="center">Vitamin D Deficiency</th>
</tr>
<tr>
<th valign="top" align="center">(<italic>N</italic>&#x2009;&#x003D;&#x2009;14)</th>
<th valign="top" align="center">(<italic>N</italic>&#x2009;&#x003D;&#x2009;79)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="4" style="background-color:#7e8080">Sinus arrhythmia</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No</td>
<td valign="top" align="center">12 (85.7&#x0025;)</td>
<td valign="top" align="center">64 (81.0&#x0025;)</td>
<td valign="top" align="center" rowspan="2">0.002<xref ref-type="table-fn" rid="TF24">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Yes</td>
<td valign="top" align="center">2 (14.3&#x0025;)</td>
<td valign="top" align="center">15 (19.0&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4" style="background-color:#7e8080">RVCD/incomplete RBBB</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No</td>
<td valign="top" align="center">14 (100&#x0025;)</td>
<td valign="top" align="center">77 (97.5&#x0025;)</td>
<td valign="top" align="center" rowspan="2">0.620</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Yes</td>
<td valign="top" align="center">0 (0.0&#x0025;)</td>
<td valign="top" align="center">2 (2.5&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4" style="background-color:#7e8080">U-wave</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No</td>
<td valign="top" align="center">14 (100&#x0025;)</td>
<td valign="top" align="center">66 (83.5&#x0025;)</td>
<td valign="top" align="center" rowspan="2">0.155</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Yes</td>
<td valign="top" align="center">0 (0.0&#x0025;)</td>
<td valign="top" align="center">13 (16.5&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4" style="background-color:#7e8080">Non-specific ST elevation</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No</td>
<td valign="top" align="center">13 (92.9&#x0025;)</td>
<td valign="top" align="center">77 (97.5&#x0025;)</td>
<td valign="top" align="center" rowspan="2">0.564</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Yes</td>
<td valign="top" align="center">1 (7.1&#x0025;)</td>
<td valign="top" align="center">2 (2.5&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4" style="background-color:#7e8080">Non-specific ST depression</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No</td>
<td valign="top" align="center">13 (92.9&#x0025;)</td>
<td valign="top" align="center">78 (98.7&#x0025;)</td>
<td valign="top" align="center" rowspan="2">0.294</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Yes</td>
<td valign="top" align="center">1 (7.1&#x0025;)</td>
<td valign="top" align="center">1 (1.3&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4" style="background-color:#7e8080">T-wave notching</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No</td>
<td valign="top" align="center">14 (100&#x0025;)</td>
<td valign="top" align="center">75 (94.9&#x0025;)</td>
<td valign="top" align="center" rowspan="2">0.310</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Yes</td>
<td valign="top" align="center">0 (0.0&#x0025;)</td>
<td valign="top" align="center">4 (5.1&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="4" style="background-color:#7e8080">T-wave inversion</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No</td>
<td valign="top" align="center">11 (78.6&#x0025;)</td>
<td valign="top" align="center">66 (83.5&#x0025;)</td>
<td valign="top" align="center" rowspan="2">0.012<xref ref-type="table-fn" rid="TF24">&#x002A;</xref></td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Yes</td>
<td valign="top" align="center">3 (21.4&#x0025;)</td>
<td valign="top" align="center">13 (16.5&#x0025;)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TF22"><p>The <italic>&#x03C7;</italic>&#x00B2; (chi-square) test was used for comparisons, and Fisher&#x0027;s exact test was applied when the expected cell counts were &#x003C;5.</p></fn>
<fn id="TF23"><p>N, number of participants; RBBB, right bundle branch block; RVCD, right ventricular conduction delay.</p></fn>
<fn id="TF24"><label>&#x002A;</label>
<p><italic>p</italic>&#x2009;&#x003C;&#x2009;0.05 indicates statistical significance. Values are expressed as numbers (percentages).</p></fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T10" position="float"><label>Table&#x00A0;10</label>
<caption><p>Association between vitamin D deficiency and abnormal electrocardiographic (ECG) findings in athletes after 1-year follow-up.</p></caption>
<table>
<thead>
<tr>
<th valign="top" align="left">ECG changes</th>
<th valign="top" align="center">&#x03B2;</th>
<th valign="top" align="center">Adjusted OR (95&#x0025; CI)</th>
<th valign="top" align="center"><italic>p</italic>-Value</th>
<th valign="top" align="center">Interpretation</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">T-wave inversion</td>
<td valign="top" align="center">1.51</td>
<td valign="top" align="center">4.53 (1.11&#x2013;18.40)</td>
<td valign="top" align="center">0.035<xref ref-type="table-fn" rid="TF26">&#x002A;</xref></td>
<td valign="top" align="left">Significant association with increased risk</td>
</tr>
<tr>
<td valign="top" align="left">RVCD/incomplete RBBB</td>
<td valign="top" align="center">2.19</td>
<td valign="top" align="center">8.93 (0.81&#x2013;98.60)</td>
<td valign="top" align="center">0.082</td>
<td valign="top" align="left">Trend toward increased risk</td>
</tr>
<tr>
<td valign="top" align="left">U-wave</td>
<td valign="top" align="center">2.36</td>
<td valign="top" align="center">10.60 (0.97&#x2013;115.30)</td>
<td valign="top" align="center">0.061</td>
<td valign="top" align="left">Trend toward increased risk</td>
</tr>
<tr>
<td valign="top" align="left">Sinus arrhythmia</td>
<td valign="top" align="center">0.29</td>
<td valign="top" align="center">1.33 (0.25&#x2013;6.90)</td>
<td valign="top" align="center">0.675</td>
<td valign="top" align="left">Non-significant</td>
</tr>
<tr>
<td valign="top" align="left">Non-specific ST elevation</td>
<td valign="top" align="center">&#x2013;0.87</td>
<td valign="top" align="center">0.42 (0.04&#x2013;4.43)</td>
<td valign="top" align="center">0.461</td>
<td valign="top" align="left">Non-significant</td>
</tr>
<tr>
<td valign="top" align="left">Non-specific ST depression</td>
<td valign="top" align="center">&#x2013;0.91</td>
<td valign="top" align="center">0.40 (0.04&#x2013;4.30)</td>
<td valign="top" align="center">0.453</td>
<td valign="top" align="left">Non-significant</td>
</tr>
<tr>
<td valign="top" align="left">T-wave notching</td>
<td valign="top" align="center">2.02</td>
<td valign="top" align="center">7.56 (0.65&#x2013;87.40)</td>
<td valign="top" align="center">0.111</td>
<td valign="top" align="left">Non-significant</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="TF25"><p>&#x03B2;, regression coefficient; CI, confidence interval; OR, odds ratio; RBBB, right bundle branch block; RVCD, right ventricular conduction delay.</p></fn>
<fn id="TF26"><label>&#x002A;<italic>p</italic></label>
<p>&#x2009;&#x003C;&#x2009;0.05 indicates statistical significance. The analysis was performed using Firth&#x0027;s logistic regression.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s4" sec-type="discussion"><label>4</label><title>Discussion</title>
<p>This longitudinal assessment study examined the health status of adolescent athletes over a one-year follow-up period, focusing on changes identified through comprehensive physical examinations and diagnostic investigations. The findings highlight the significance of regular check-ups in maintaining the health of adolescent athletes and their crucial role in the early detection and prevention of potential health issues. The identification of minor alterations in overall health is particularly important, as these changes can impact both performance and future health of the athletes (<xref ref-type="bibr" rid="B15">15</xref>)..</p>
<p>Substantial increases in both weight and height suggest a normal growth trajectory, with the body mass index (BMI) remaining relatively stable despite these changes. The implementation of aerobic and resistance exercises likely contributed to the marked reduction in systolic blood pressure (SBP), indicating enhanced cardiovascular health and a positive training response (<xref ref-type="bibr" rid="B16">16</xref>, <xref ref-type="bibr" rid="B17">17</xref>). Diastolic blood pressure (DBP), heart rate, and most laboratory indices showed no significant changes, suggesting stable health conditions (<xref ref-type="bibr" rid="B18">18</xref>). While variations in most electrocardiogram (ECG) variables were insignificant, a notable reduction in the T-wave axis was observed in the study. Although the 2&#x00B0; reduction in the T-wave axis reached statistical significance, it remained within the normal adolescent range (30&#x2013;60&#x00B0;) and likely reflected benign physiological adaptation rather than pathology (<xref ref-type="bibr" rid="B19">19</xref>).</p>
<p>Our study showed a positive correlation between vitamin D levels and the QRS axis, as well as negative correlations between vitamin D levels and the PR interval and R voltage. In the same context, intense physical exercise, particularly in running sports, induces cardiovascular modifications that may mimic pathological conditions but actually reflect an organ that has successfully adapted to exercise. Human studies have suggested that vitamin D deficiency negatively affects the structure and function of the heart (<xref ref-type="bibr" rid="B11">11</xref>).</p>
<p>In our study, the observed significant reduction of 27&#x0025; in vitamin D levels among adolescent athletes after one year is concerning, as it contradicts previous studies that reported that regular exercise increases vitamin D levels (<xref ref-type="bibr" rid="B20">20</xref>&#x2013;<xref ref-type="bibr" rid="B22">22</xref>). This finding aligns with existing evidence indicating that vitamin D deficiency is prevalent in athletic populations (<xref ref-type="bibr" rid="B23">23</xref>&#x2013;<xref ref-type="bibr" rid="B25">25</xref>). This deficiency, particularly noted in athletes, has been associated with increased health risks, as highlighted by de la Puente Yag&#x00FC;e et al., who described it as a global issue, especially problematic during winter when vitamin D synthesis is naturally reduced (<xref ref-type="bibr" rid="B12">12</xref>).</p>
<p>Vitamin D deficiency in athletes likely results from multiple factors, including limited ultraviolet-B exposure due to indoor training or practices during non-peak sunlight hours, inadequate dietary intake, and increased physiological demands that deplete the vitamin D stores. Diet, environmental factors, and lifestyle choices, such as avoiding sunlight, further influence vitamin D levels (<xref ref-type="bibr" rid="B26">26</xref>&#x2013;<xref ref-type="bibr" rid="B28">28</xref>). For instance, 74.5&#x0025; of adolescent &#x201C;Taekwondo&#x201D; athletes were found to have insufficient vitamin D levels (<xref ref-type="bibr" rid="B25">25</xref>). In another study, 70&#x0025; of athletes were initially deficient but showed increased vitamin D levels after one year due to regular supplementation (<xref ref-type="bibr" rid="B29">29</xref>), an intervention not applied to the participants in our study.</p>
<p>Exercise affects vitamin D levels, as physical activity stimulates fat metabolism and releases vitamin D stored in adipose tissue (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>). However, the body&#x0027;s increased demand for vitamin D during high-intensity exercise can lead to greater utilization, as it is stored in skeletal muscles rather than remaining in circulation (<xref ref-type="bibr" rid="B30">30</xref>).</p>
<p>Vitamin D insufficiency has significant implications, as it can lead to an increased risk of stress fractures, impaired immune function, and delayed recovery, affecting athletic performance (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B31">31</xref>). Furthermore, it disrupts the balance between calcium and parathyroid hormone (PTH), potentially affecting cardiovascular health (<xref ref-type="bibr" rid="B12">12</xref>). Our study demonstrated this through positive correlations between vitamin D and serum calcium and phosphorus levels, and negative correlations between vitamin D and PTH levels. This finding aligns with previous research, which highlighted that vitamin D enhances calcium and phosphate absorption, supports bone mineralisation, and stimulates osteocalcin production. PTH facilitates bone resorption via receptor activator of nuclear factor kappa-B ligand (RANKL) signalling. In addition to inhibiting PTH, vitamin D establishes a feedback loop that promotes bone development and maintains calcium-phosphate equilibrium (<xref ref-type="bibr" rid="B32">32</xref>).</p>
<p>Our findings indicate that ECG changes are correlated with vitamin D deficiency after a one-year follow-up period. Guzelcicek et al. (<xref ref-type="bibr" rid="B33">33</xref>) identified a correlation between reduced vitamin D levels and modifications in the index of cardioelectrophysiological balance, suggesting that insufficient vitamin D may predispose individuals to arrhythmic risks by influencing cellular repolarization (<xref ref-type="bibr" rid="B33">33</xref>). Additionally, Vanga et al. (<xref ref-type="bibr" rid="B34">34</xref>) explored the comprehensive role of vitamin D in cardiovascular health and proposed that vitamin D deficiency may exacerbate endothelial dysfunction, enhance inflammatory pathways, and impact cardiac remodelling, all of which could contribute to arrhythmogenesis and adverse cardiac outcomes (<xref ref-type="bibr" rid="B34">34</xref>). Previous studies, particularly those by Anees et al. and Canpolat et al., have predominantly focused on atrial arrhythmias linked to vitamin D insufficiency (<xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>). Canpolat et al. identified an elevation in <italic>P</italic>-wave dispersion among vitamin D-deficient individuals; however, no alterations were observed after vitamin D replacement therapy (<xref ref-type="bibr" rid="B35">35</xref>).</p>
<p>Numerous studies have investigated the relationship between vitamin D deficiency and ventricular arrhythmias, and have yielded significant findings. A study conducted by Tuliani et al. (<xref ref-type="bibr" rid="B37">37</xref>), which included 5,108 participants from the Third National Health and Nutrition Examination Survey (NHANES-III), identified a correlation between vitamin D insufficiency and notable electrocardiographic (ECG) abnormalities (<xref ref-type="bibr" rid="B37">37</xref>). Individuals with 25-OH vitamin D levels below 40&#x2005;ng/mL exhibited major ECG abnormalities that were independently and significantly associated with an increased risk of long-term all-cause combined cardiovascular (CV) events and ischaemic heart disease (<xref ref-type="bibr" rid="B37">37</xref>). Vitamin D modulates calcium handling and cardiomyocyte excitability by regulating L-type Ca<sup>2&#x002B;</sup> channels, SERCA2a expression, and connexin-43 gap junction coupling. Vitamin D deficiency results in intracellular Ca<sup>2&#x002B;</sup> overload, prolonged repolarization, and heightened arrhythmogenic potential (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B34">34</xref>). Mechanistically, deficiency may contribute to myocardial remodelling through overactivation of the renin&#x2013;angiotensin&#x2013;aldosterone system (RAAS), oxidative stress, and endothelial dysfunction. In athletes, insufficient vitamin D levels have been linked to diminished muscle strength, slower recovery rates, and increased injury rates (<xref ref-type="bibr" rid="B9">9</xref>). Given that adolescence is a period of rapid skeletal and cardiovascular development, vitamin D deficiency during this stage may have amplified effects (<xref ref-type="bibr" rid="B10">10</xref>).</p>
<p>Zhang et al. (<xref ref-type="bibr" rid="B21">21</xref>) conducted a comprehensive cross-sectional analysis utilising data from both the NHANES-III and the Atherosclerosis Risk in Communities (ARIC) cohorts, comprising 7,312 participants, and identified no association between serum 25-hydroxyvitamin D levels and QT interval duration, which is in contrast to our findings. Similarly, Tezcan and Tezcan (2025) reported no significant differences in demographic characteristics, laboratory parameters, or QRS-T angles between individuals with and without vitamin D deficiency.</p>
</sec>
<sec id="s5"><label>5</label><title>Strengths and limitations</title>
<p>The primary strength of this study lies in its prospective design, which facilitated monitoring of health changes in adolescent athletes over time. However, this study has several limitations. The sample consisted exclusively of adolescent male athletes, resulting in underrepresentation of females and adults. Additionally, the follow-up period was insufficient to evaluate the long-term effects of athletic training in adolescents. We did not possess quantitative data regarding the training schedule, sun exposure duration, and vitamin D levels in extravascular stores, which are acknowledged determinants of serum vitamin D (<xref ref-type="bibr" rid="B27">27</xref>, <xref ref-type="bibr" rid="B28">28</xref>). Future research protocols should incorporate these covariates to enable multivariate adjustment. Confounding factors such as lifestyle and genetics were also uncontrolled. The subgroup analyses related to ECG changes were exploratory and constrained by the small cell counts. Thus, due to sparse data in several rhythm subcategories, Firth&#x0027;s penalized logistic regression was applied to mitigate small-sample bias.</p>
</sec>
<sec id="s6"><label>6</label><title>Implications and future directions</title>
<p>These findings emphasise the need for targeted care in adolescent athletes, who may benefit from regular laboratory tests and adjustments due to the role of vitamin D in musculoskeletal and CV health. Declining vitamin D levels raise concerns regarding bone and immune health, highlighting the importance of tailored management and monitoring. Future research should include balanced gender samples and long-term studies and consider training, diet, and environmental factors. Evaluating interventions, such as vitamin D supplementation, with objective measures, such as advanced imaging, could further enhance our understanding of CV and musculoskeletal health in young athletes. Based on the observed 27&#x0025; annual decline, we recommend annual vitamin D screening for adolescent athletes, particularly during winter or indoor training seasons. Preventive supplementation of 600&#x2013;1000&#x2005;IU daily as per the Endocrine Society Clinical Practice Guidelines (<xref ref-type="bibr" rid="B13">13</xref>) and biannual CV evaluation may optimise the musculoskeletal and cardiac health of these patients.</p>
</sec>
<sec id="s7" sec-type="conclusions"><label>7</label><title>Conclusion</title>
<p>This study highlights the evolving health profiles of adolescent athletes and the need for customised health promotion strategies. Regular assessments are crucial, as alterations in weight, blood pressure, and declining vitamin D levels have been documented, indicating that early detection and intervention can address emerging health issues. Our findings revealed that vitamin D deficiency was associated with a higher prevalence of certain ECG changes, particularly T-wave inversion, although it was not proven to cause these changes. Proactive monitoring and supplementation of vitamin D, where necessary, is especially critical given its importance in bone health, immunity, and athletic performance. Future research should refine intervention methods and investigate optimal supplementation to better support the health and performance of young athletes.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="data-availability"><title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s9" sec-type="ethics-statement"><title>Ethics statement</title>
<p>The studies involving humans were approved by The study was authorized by the Institutional Review Board of AlMaarefa University (IRB 24-130). The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s10" sec-type="author-contributions"><title>Author contributions</title>
<p>MR: Formal analysis, Methodology, Software, Writing &#x2013; original draft, Conceptualization, Investigation. AJ: Conceptualization, Formal analysis, Investigation, Methodology, Writing &#x2013; original draft. AJA: Conceptualization, Methodology, Writing &#x2013; review &#x0026; editing. AEA: Methodology, Writing &#x2013; review &#x0026; editing, Formal analysis, Investigation. AS-N: Formal analysis, Investigation, Writing &#x2013; review &#x0026; editing. HG: Formal analysis, Writing &#x2013; review &#x0026; editing, Data curation, Software, Writing &#x2013; original draft. ME-S: Formal analysis, Writing &#x2013; review &#x0026; editing, Funding acquisition. HE: Formal analysis, Funding acquisition, Writing &#x2013; review &#x0026; editing. MA: Formal analysis, Writing &#x2013; review &#x0026; editing, Software. DE: Formal analysis, Software, Writing &#x2013; review &#x0026; editing, Data curation, Methodology, Writing &#x2013; original draft.</p>
</sec>
<ack><title>Acknowledgments</title>
<p>The authors would like to thank the University of Sharjah (United Arab Emirates) for the support provided in facilitating the publication of this work.</p>
</ack>
<sec id="s12" sec-type="COI-statement"><title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s13" sec-type="ai-statement"><title>Generative AI statement</title>
<p>The author(s) declare that no Generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec id="s14" sec-type="disclaimer"><title>Publisher&#x0027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list><title>References</title>
<ref id="B1"><label>1.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Wall</surname> <given-names>J</given-names></name> <name><surname>Meehan</surname> <given-names>WP</given-names></name> <name><surname>Trompeter</surname> <given-names>K</given-names></name> <name><surname>Gissane</surname> <given-names>C</given-names></name> <name><surname>Mockler</surname> <given-names>D</given-names></name> <name><surname>Van Dyk</surname> <given-names>N</given-names></name><etal/></person-group> <article-title>Incidence, prevalence and risk factors for low back pain in adolescent athletes: a systematic review and meta-analysis</article-title>. <source>Br J Sports Med</source>. (<year>2022</year>) <volume>56</volume>(<issue>22</issue>):<fpage>1299</fpage>&#x2013;<lpage>306</lpage>. <pub-id pub-id-type="doi">10.1136/bjsports-2021-104749</pub-id><pub-id pub-id-type="pmid">36150752</pub-id></mixed-citation></ref>
<ref id="B2"><label>2.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Dominguez</surname> <given-names>LJ</given-names></name> <name><surname>Veronese</surname> <given-names>N</given-names></name> <name><surname>Ragusa</surname> <given-names>FS</given-names></name> <name><surname>Baio</surname> <given-names>SM</given-names></name> <name><surname>Sgr&#x00F2;</surname> <given-names>F</given-names></name> <name><surname>Russo</surname> <given-names>A</given-names></name><etal/></person-group> <article-title>The importance of vitamin D and magnesium in athletes</article-title>. <source>Nutrients</source>. (<year>2025</year>) <volume>17</volume>(<issue>10</issue>):<fpage>1655</fpage>. <pub-id pub-id-type="doi">10.3390/nu17101655</pub-id><pub-id pub-id-type="pmid">40431395</pub-id></mixed-citation></ref>
<ref id="B3"><label>3.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Latic</surname> <given-names>N</given-names></name> <name><surname>Erben</surname> <given-names>RG</given-names></name></person-group>. <article-title>Interaction of vitamin D with peptide hormones with emphasis on parathyroid hormone, FGF23, and the renin-angiotensin-aldosterone system</article-title>. <source>Nutrients</source>. (<year>2022</year>) <volume>14</volume>(<issue>23</issue>):<fpage>5186</fpage>. <pub-id pub-id-type="doi">10.3390/nu14235186</pub-id><pub-id pub-id-type="pmid">36501215</pub-id></mixed-citation></ref>
<ref id="B4"><label>4.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Alsufiani</surname> <given-names>HM</given-names></name> <name><surname>Alghamdi</surname> <given-names>SA</given-names></name> <name><surname>Alshaibi</surname> <given-names>HF</given-names></name> <name><surname>Khoja</surname> <given-names>SO</given-names></name> <name><surname>Saif</surname> <given-names>SF</given-names></name> <name><surname>Carlberg</surname> <given-names>C</given-names></name></person-group>. <article-title>A single vitamin D3 bolus supplementation improves vitamin D status and reduces proinflammatory cytokines in healthy females</article-title>. <source>Nutrients</source>. (<year>2022</year>) <volume>14</volume>(<issue>19</issue>):<fpage>3963</fpage>. <pub-id pub-id-type="doi">10.3390/nu14193963</pub-id><pub-id pub-id-type="pmid">36235615</pub-id></mixed-citation></ref>
<ref id="B5"><label>5.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Alt&#x0131;n</surname> <given-names>H</given-names></name> <name><surname>&#x015E;en</surname> <given-names>E</given-names></name> <name><surname>Bozdemir</surname> <given-names>&#x015E;</given-names></name> <name><surname>T&#x00FC;re</surname> <given-names>E</given-names></name> <name><surname>Akt&#x00FC;rk</surname> <given-names>B</given-names></name> <name><surname>Karaca</surname> <given-names>A</given-names></name></person-group>. <article-title>Evaluation of the effect of vitamin D treatment on cardiac function in non-obese female adolescents with vitamin D deficiency in T&#x00FC;rkiye: a cross-sectional study</article-title>. <source>Niger J Clin Pract</source>. ( <year>(2024)</year>) <volume>27</volume>(<issue>2</issue>):<fpage>194</fpage>&#x2013;<lpage>201</lpage>. <pub-id pub-id-type="doi">10.4103/njcp.njcp_721_23</pub-id></mixed-citation></ref>
<ref id="B6"><label>6.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname> <given-names>TJ</given-names></name> <name><surname>Pencina</surname> <given-names>MJ</given-names></name> <name><surname>Booth</surname> <given-names>SL</given-names></name> <name><surname>Jacques</surname> <given-names>PF</given-names></name> <name><surname>Ingelsson</surname> <given-names>E</given-names></name> <name><surname>Lanier</surname> <given-names>K</given-names></name><etal/></person-group> <article-title>Vitamin D deficiency and risk of cardiovascular disease</article-title>. <source>Circulation</source>. (<year>2008</year>) <volume>117</volume>(<issue>4</issue>):<fpage>503</fpage>&#x2013;<lpage>11</lpage>. <pub-id pub-id-type="doi">10.1161/CIRCULATIONAHA.107.706127</pub-id><pub-id pub-id-type="pmid">18180395</pub-id></mixed-citation></ref>
<ref id="B7"><label>7.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>Z</given-names></name> <name><surname>Yang</surname> <given-names>Y</given-names></name> <name><surname>Ng</surname> <given-names>CY</given-names></name> <name><surname>Wang</surname> <given-names>D</given-names></name> <name><surname>Wang</surname> <given-names>J</given-names></name> <name><surname>Li</surname> <given-names>G</given-names></name><etal/></person-group> <article-title>Meta-analysis of vitamin D deficiency and risk of atrial fibrillation</article-title>. <source>Clin Cardiol</source>. (<year>2016</year>) <volume>39</volume>(<issue>9</issue>):<fpage>537</fpage>&#x2013;<lpage>43</lpage>. <pub-id pub-id-type="doi">10.1002/clc.22563</pub-id><pub-id pub-id-type="pmid">27556176</pub-id></mixed-citation></ref>
<ref id="B8"><label>8.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Haider</surname> <given-names>F</given-names></name> <name><surname>Ghafoor</surname> <given-names>H</given-names></name> <name><surname>Hassan</surname> <given-names>OF</given-names></name> <name><surname>Farooqui</surname> <given-names>K</given-names></name> <name><surname>Khair</surname> <given-names>AOMB</given-names></name> <name><surname>Shoaib</surname> <given-names>F</given-names></name><etal/></person-group> <article-title>Vitamin D and cardiovascular diseases: an update</article-title>. <source>Cureus</source>. (<year>2023</year>) <volume>15</volume>(<issue>11</issue>):<fpage>e49734</fpage>. <pub-id pub-id-type="doi">10.7759/cureus.49734</pub-id><pub-id pub-id-type="pmid">38161941</pub-id></mixed-citation></ref>
<ref id="B9"><label>9.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Dominguez</surname> <given-names>LJ</given-names></name> <name><surname>Farruggia</surname> <given-names>M</given-names></name> <name><surname>Veronese</surname> <given-names>N</given-names></name> <name><surname>Barbagallo</surname> <given-names>M</given-names></name></person-group>. <article-title>Vitamin D sources, metabolism, and deficiency: available compounds and guidelines for its treatment</article-title>. <source>Metabolites</source>. (<year>2021</year>) <volume>11</volume>(<issue>4</issue>):<fpage>255</fpage>. <pub-id pub-id-type="doi">10.3390/metabo11040255</pub-id><pub-id pub-id-type="pmid">33924215</pub-id></mixed-citation></ref>
<ref id="B10"><label>10.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Herdea</surname> <given-names>A</given-names></name> <name><surname>Ionescu</surname> <given-names>A</given-names></name> <name><surname>Dragomirescu</surname> <given-names>M-C</given-names></name> <name><surname>Ulici</surname> <given-names>A</given-names></name></person-group>. <article-title>Vitamin D&#x2014;a risk factor for bone fractures in children: a population-based prospective case&#x2013;control randomized cross-sectional study</article-title>. <source>Int J Environ Res Public Health</source>. (<year>2023</year>) <volume>20</volume>(<issue>4</issue>):<fpage>3300</fpage>. <pub-id pub-id-type="doi">10.3390/ijerph20043300</pub-id><pub-id pub-id-type="pmid">36833994</pub-id></mixed-citation></ref>
<ref id="B11"><label>11.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Owens</surname> <given-names>DJ</given-names></name> <name><surname>Allison</surname> <given-names>R</given-names></name> <name><surname>Close</surname> <given-names>GL</given-names></name></person-group>. <article-title>Vitamin D and the athlete: current perspectives and new challenges</article-title>. <source>Sports Med</source>. (<year>2018</year>) <volume>48</volume>(<issue>S1</issue>):<fpage>3</fpage>&#x2013;<lpage>16</lpage>. <pub-id pub-id-type="doi">10.1007/s40279-017-0841-9</pub-id><pub-id pub-id-type="pmid">29368183</pub-id></mixed-citation></ref>
<ref id="B12"><label>12.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>De La Puente Yag&#x00FC;e</surname> <given-names>M</given-names></name> <name><surname>Collado Yurrita</surname> <given-names>L</given-names></name> <name><surname>Ciudad Caba&#x00F1;as</surname> <given-names>MJ</given-names></name> <name><surname>Cuadrado Cenzual</surname> <given-names>MA</given-names></name></person-group>. <article-title>Role of vitamin D in athletes and their performance: current concepts and new trends</article-title>. <source>Nutrients</source>. (<year>2020</year>) <volume>12</volume>(<issue>2</issue>):<fpage>579</fpage>. <pub-id pub-id-type="doi">10.3390/nu1202057</pub-id></mixed-citation></ref>
<ref id="B13"><label>13.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Holick</surname> <given-names>MF</given-names></name> <name><surname>Binkley</surname> <given-names>NC</given-names></name> <name><surname>Bischoff-Ferrari</surname> <given-names>HA</given-names></name> <name><surname>Gordon</surname> <given-names>CM</given-names></name> <name><surname>Hanley</surname> <given-names>DA</given-names></name> <name><surname>Heaney</surname> <given-names>RP</given-names></name><etal/></person-group> <article-title>Evaluation, treatment, and prevention of vitamin D deficiency: an endocrine society clinical practice guideline</article-title>. <source>J Clin Endocrinol Metab</source>. (<year>2011</year>) <volume>96</volume>(<issue>7</issue>):<fpage>1911</fpage>&#x2013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.1210/jc.2011-0385</pub-id><pub-id pub-id-type="pmid">21646368</pub-id></mixed-citation></ref>
<ref id="B14"><label>14.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Halasz</surname> <given-names>G</given-names></name> <name><surname>Cattaneo</surname> <given-names>M</given-names></name> <name><surname>Piepoli</surname> <given-names>M</given-names></name> <name><surname>Romano</surname> <given-names>S</given-names></name> <name><surname>Biasini</surname> <given-names>V</given-names></name> <name><surname>Menafoglio</surname> <given-names>A</given-names></name><etal/></person-group> <article-title>Pediatric athletes&#x2019; ECG and diagnostic performance of contemporary ECG interpretation criteria</article-title>. <source>Int J Cardiol</source>. (<year>2021</year>) <volume>335</volume>:<fpage>40</fpage>&#x2013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijcard.2021.04.019</pub-id><pub-id pub-id-type="pmid">33857542</pub-id></mixed-citation></ref>
<ref id="B15"><label>15.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Mcguine</surname> <given-names>TA</given-names></name> <name><surname>Biese</surname> <given-names>KM</given-names></name> <name><surname>Petrovska</surname> <given-names>L</given-names></name> <name><surname>Hetzel</surname> <given-names>SJ</given-names></name> <name><surname>Reardon</surname> <given-names>CL</given-names></name> <name><surname>Kliethermes</surname> <given-names>S</given-names></name><etal/></person-group> <article-title>Changes in the health of adolescent athletes: a comparison of health measures collected before and during the COVID-19 pandemic</article-title>. <source>J Athl Train</source>. (<year>2021</year>) <volume>56</volume>(<issue>8</issue>):<fpage>836</fpage>&#x2013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.4085/1062-6050-0739.20</pub-id><pub-id pub-id-type="pmid">33887766</pub-id></mixed-citation></ref>
<ref id="B16"><label>16.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Battista</surname> <given-names>F</given-names></name> <name><surname>Ermolao</surname> <given-names>A</given-names></name> <name><surname>Van Baak</surname> <given-names>MA</given-names></name> <name><surname>Beaulieu</surname> <given-names>K</given-names></name> <name><surname>Blundell</surname> <given-names>JE</given-names></name> <name><surname>Busetto</surname> <given-names>L</given-names></name><etal/></person-group> <article-title>Effect of exercise on cardiometabolic health of adults with overweight or obesity: focus on blood pressure, insulin resistance, and intrahepatic fat&#x2014;a systematic review and meta-analysis</article-title>. <source>Obes Rev</source>. (<year>2021</year>) <volume>22</volume>(<issue>S4</issue>):<fpage>e13269</fpage>. <pub-id pub-id-type="doi">10.1111/obr.13269</pub-id><pub-id pub-id-type="pmid">33960110</pub-id></mixed-citation></ref>
<ref id="B17"><label>17.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Schweiger</surname> <given-names>V</given-names></name> <name><surname>Niederseer</surname> <given-names>D</given-names></name> <name><surname>Schmied</surname> <given-names>C</given-names></name> <name><surname>Attenhofer-Jost</surname> <given-names>C</given-names></name> <name><surname>Caselli</surname> <given-names>S</given-names></name></person-group>. <article-title>Athletes and hypertension</article-title>. <source>Curr Cardiol Rep</source>. (<year>2021</year>) <volume>23</volume>(<issue>12</issue>):<fpage>176</fpage>. <pub-id pub-id-type="doi">10.1007/s11886-021-01608-x</pub-id><pub-id pub-id-type="pmid">34657248</pub-id></mixed-citation></ref>
<ref id="B18"><label>18.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>J</given-names></name> <name><surname>Somers</surname> <given-names>VK</given-names></name> <name><surname>Gao</surname> <given-names>X</given-names></name> <name><surname>Chen</surname> <given-names>Z</given-names></name> <name><surname>Ju</surname> <given-names>J</given-names></name> <name><surname>Lin</surname> <given-names>Q</given-names></name><etal/></person-group> <article-title>Evaluation of optimal diastolic blood pressure range among adults with treated systolic blood pressure less than 130&#x2005;mm Hg</article-title>. <source>JAMA Network Open</source>. (<year>2021</year>) <volume>4</volume>(<issue>2</issue>):<fpage>e2037554</fpage>. <pub-id pub-id-type="doi">10.1001/jamanetworkopen.2020.37554</pub-id><pub-id pub-id-type="pmid">33595663</pub-id></mixed-citation></ref>
<ref id="B19"><label>19.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Pentik&#x00E4;inen</surname> <given-names>H</given-names></name> <name><surname>Toivo</surname> <given-names>K</given-names></name> <name><surname>Kokko</surname> <given-names>S</given-names></name> <name><surname>Alanko</surname> <given-names>L</given-names></name> <name><surname>Heinonen</surname> <given-names>OJ</given-names></name> <name><surname>Nylander</surname> <given-names>T</given-names></name><etal/></person-group> <article-title>Resting electrocardiogram and blood pressure in young athletes and nonathletes: a 4-year follow-up</article-title>. <source>Clin Physiol Funct Imaging</source>. (<year>2022</year>) <volume>42</volume>(<issue>3</issue>):<fpage>200</fpage>&#x2013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1111/cpf.12747</pub-id></mixed-citation></ref>
<ref id="B20"><label>20.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Chomistek</surname> <given-names>AK</given-names></name> <name><surname>Chiuve</surname> <given-names>SE</given-names></name> <name><surname>Jensen</surname> <given-names>MK</given-names></name> <name><surname>Cook</surname> <given-names>NR</given-names></name> <name><surname>Rimm</surname> <given-names>EB</given-names></name></person-group>. <article-title>Vigorous physical activity, mediating biomarkers, and risk of myocardial infarction</article-title>. <source>Med Sci Sports Exercise</source>. (<year>2011</year>) <volume>43</volume>(<issue>10</issue>):<fpage>1884</fpage>&#x2013;<lpage>90</lpage>. <pub-id pub-id-type="doi">10.1249/mss.0b013e31821b4d0a</pub-id></mixed-citation></ref>
<ref id="B21"><label>21.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Zhang</surname> <given-names>J</given-names></name> <name><surname>Cao</surname> <given-names>Z-B</given-names></name></person-group>. <article-title>Exercise: a possibly effective way to improve vitamin D nutritional status</article-title>. <source>Nutrients</source>. (<year>2022</year>) <volume>14</volume>(<issue>13</issue>):<fpage>2652</fpage>. <pub-id pub-id-type="doi">10.3390/nu14132652</pub-id><pub-id pub-id-type="pmid">35807833</pub-id></mixed-citation></ref>
<ref id="B22"><label>22.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Khan</surname> <given-names>SR</given-names></name> <name><surname>Claeson</surname> <given-names>M</given-names></name> <name><surname>Khan</surname> <given-names>A</given-names></name> <name><surname>Neale</surname> <given-names>RE</given-names></name></person-group>. <article-title>The effect of physical activity on vitamin D: a systematic review and meta-analysis of intervention studies in humans</article-title>. <source>Public Health in Practice</source>. (<year>2024</year>) <volume>7</volume>:<fpage>100495</fpage>. <pub-id pub-id-type="doi">10.1016/j.puhip.2024.100495</pub-id><pub-id pub-id-type="pmid">38601179</pub-id></mixed-citation></ref>
<ref id="B23"><label>23.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Larson-Meyer</surname> <given-names>DE</given-names></name> <name><surname>Douglas</surname> <given-names>CS</given-names></name> <name><surname>Thomas</surname> <given-names>JJ</given-names></name> <name><surname>Johnson</surname> <given-names>EC</given-names></name> <name><surname>Barcal</surname> <given-names>JN</given-names></name> <name><surname>Heller</surname> <given-names>JE</given-names></name><etal/></person-group> <article-title>Validation of a vitamin D specific questionnaire to determine vitamin D status in athletes</article-title>. <source>Nutrients</source>. (<year>2019</year>) <volume>11</volume>(<issue>11</issue>):<fpage>2732</fpage>. <pub-id pub-id-type="doi">10.3390/nu11112732</pub-id><pub-id pub-id-type="pmid">31717985</pub-id></mixed-citation></ref>
<ref id="B24"><label>24.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Seo</surname> <given-names>M-W</given-names></name> <name><surname>Song</surname> <given-names>JK</given-names></name> <name><surname>Jung</surname> <given-names>HC</given-names></name> <name><surname>Kim</surname> <given-names>S-W</given-names></name> <name><surname>Kim</surname> <given-names>J-H</given-names></name> <name><surname>Lee</surname> <given-names>J-M</given-names></name></person-group>. <article-title>The associations of vitamin D status with athletic performance and blood-borne markers in adolescent athletes: a cross-sectional study</article-title>. <source>Int J Environ Res Public Health</source>. (<year>2019</year>) <volume>16</volume>(<issue>18</issue>):<fpage>3422</fpage>. <pub-id pub-id-type="doi">10.3390/ijerph16183422</pub-id><pub-id pub-id-type="pmid">31540105</pub-id></mixed-citation></ref>
<ref id="B25"><label>25.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Wilson-Barnes</surname> <given-names>SL</given-names></name> <name><surname>Hunt</surname> <given-names>JEA</given-names></name> <name><surname>Williams</surname> <given-names>EL</given-names></name> <name><surname>Allison</surname> <given-names>SJ</given-names></name> <name><surname>Wild</surname> <given-names>JJ</given-names></name> <name><surname>Wainwright</surname> <given-names>J</given-names></name><etal/></person-group> <article-title>Seasonal variation in vitamin D status, bone health and athletic performance in competitive university student athletes: a longitudinal study</article-title>. <source>J Nutr Sci</source>. (<year>2020</year>) <volume>9</volume>:<fpage>e8</fpage>. <pub-id pub-id-type="doi">10.1017/jns.2020.1</pub-id><pub-id pub-id-type="pmid">32166023</pub-id></mixed-citation></ref>
<ref id="B26"><label>26.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Nair</surname> <given-names>R</given-names></name> <name><surname>Maseeh</surname> <given-names>A</given-names></name></person-group>. <article-title>Vitamin D: the &#x201C;sunshine&#x201D; vitamin</article-title>. <source>Journal of Pharmacology and Pharmacotherapeutics</source>. (<year>2012</year>) <volume>3</volume>(<issue>2</issue>):<fpage>118</fpage>&#x2013;<lpage>26</lpage>. <pub-id pub-id-type="doi">10.4103/0976-500X.95506</pub-id><pub-id pub-id-type="pmid">22629085</pub-id></mixed-citation></ref>
<ref id="B27"><label>27.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Touvier</surname> <given-names>M</given-names></name> <name><surname>Deschasaux</surname> <given-names>M</given-names></name> <name><surname>Montourcy</surname> <given-names>M</given-names></name> <name><surname>Sutton</surname> <given-names>A</given-names></name> <name><surname>Charnaux</surname> <given-names>N</given-names></name> <name><surname>Kesse-Guyot</surname> <given-names>E</given-names></name><etal/></person-group> <article-title>Determinants of vitamin D Status in Caucasian adults: influence of sun exposure, dietary intake, sociodemographic, lifestyle, anthropometric, and genetic factors</article-title>. <source>J Invest Dermatol</source>. (<year>2015</year>) <volume>135</volume>(<issue>2</issue>):<fpage>378</fpage>&#x2013;<lpage>88</lpage>. <pub-id pub-id-type="doi">10.1038/jid.2014.400</pub-id><pub-id pub-id-type="pmid">25211176</pub-id></mixed-citation></ref>
<ref id="B28"><label>28.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Feizabad</surname> <given-names>E</given-names></name> <name><surname>Hossein-Nezhad</surname> <given-names>A</given-names></name> <name><surname>Maghbooli</surname> <given-names>Z</given-names></name> <name><surname>Ramezani</surname> <given-names>M</given-names></name> <name><surname>Hashemian</surname> <given-names>R</given-names></name> <name><surname>Moattari</surname> <given-names>S</given-names></name></person-group>. <article-title>Impact of air pollution on vitamin D deficiency and bone health in adolescents</article-title>. <source>Arch Osteoporos</source>. (<year>2017</year>) <volume>12</volume>(<issue>1</issue>):<fpage>34</fpage>. <pub-id pub-id-type="doi">10.1007/s11657-017-0323-6</pub-id><pub-id pub-id-type="pmid">28378273</pub-id></mixed-citation></ref>
<ref id="B29"><label>29.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Backx</surname> <given-names>EMP</given-names></name> <name><surname>Tieland</surname> <given-names>M</given-names></name> <name><surname>Maase</surname> <given-names>K</given-names></name> <name><surname>Kies</surname> <given-names>AK</given-names></name> <name><surname>Mensink</surname> <given-names>M</given-names></name> <name><surname>Van Loon</surname> <given-names>LJC</given-names></name><etal/></person-group> <article-title>The impact of 1-year vitamin D supplementation on vitamin D status in athletes: a dose&#x2013;response study</article-title>. <source>Eur J Clin Nutr</source>. (<year>2016</year>) <volume>70</volume>(<issue>9</issue>):<fpage>1009</fpage>&#x2013;<lpage>14</lpage>. <pub-id pub-id-type="doi">10.1038/ejcn.2016.133</pub-id><pub-id pub-id-type="pmid">27460266</pub-id></mixed-citation></ref>
<ref id="B30"><label>30.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ip</surname> <given-names>TS-T</given-names></name> <name><surname>Fu</surname> <given-names>S-C</given-names></name> <name><surname>Ong</surname> <given-names>MT-Y</given-names></name> <name><surname>Yung</surname> <given-names>PS-H</given-names></name></person-group>. <article-title>Vitamin D deficiency in athletes: laboratory, clinical and field integration</article-title>. <source>Asia Pac J Sports Med Arthros Rehabil Technol</source>. (<year>2022</year>) <volume>29</volume>:<fpage>22</fpage>&#x2013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1016/j.asmart.2022.06.001</pub-id></mixed-citation></ref>
<ref id="B31"><label>31.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Wyatt</surname> <given-names>PB</given-names></name> <name><surname>Reiter</surname> <given-names>CR</given-names></name> <name><surname>Satalich</surname> <given-names>JR</given-names></name> <name><surname>O&#x2019;neill</surname> <given-names>CN</given-names></name> <name><surname>Edge</surname> <given-names>C</given-names></name> <name><surname>Cyrus</surname> <given-names>JW</given-names></name><etal/></person-group> <article-title>Effects of vitamin D supplementation in elite athletes: a systematic review</article-title>. <source>Orthop J Sports Med</source>. (<year>2024</year>) <volume>12</volume>(<issue>1</issue>):<fpage>23259671231220371</fpage>. <pub-id pub-id-type="doi">10.1177/23259671231220371</pub-id><pub-id pub-id-type="pmid">38188620</pub-id></mixed-citation></ref>
<ref id="B32"><label>32.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Pike</surname> <given-names>JW</given-names></name> <name><surname>Christakos</surname> <given-names>S</given-names></name></person-group>. <article-title>Biology and mechanisms of action of the vitamin D hormone</article-title>. <source>Endocrinol Metab Clin N Am</source>. (<year>2017</year>) <volume>46</volume>(<issue>4</issue>):<fpage>815</fpage>&#x2013;<lpage>43</lpage>. <pub-id pub-id-type="doi">10.1016/j.ecl.2017.07.001</pub-id></mixed-citation></ref>
<ref id="B33"><label>33.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Guzelcicek</surname> <given-names>A</given-names></name> <name><surname>Kilinc</surname> <given-names>E</given-names></name> <name><surname>Fedai</surname> <given-names>H</given-names></name> <name><surname>Dedeoglu</surname> <given-names>NF</given-names></name> <name><surname>Toprak</surname> <given-names>K</given-names></name> <name><surname>Tascanov</surname> <given-names>MB</given-names></name><etal/></person-group> <article-title>Relationship between vitamin D level and index of cardio electrophysiological balance in children</article-title>. <source>Comb Chem High Throughput Screening</source>. (<year>2024</year>) <volume>27</volume>(<issue>14</issue>):<fpage>2096</fpage>&#x2013;<lpage>100</lpage>. <pub-id pub-id-type="doi">10.2174/1386207326666230816094807</pub-id></mixed-citation></ref>
<ref id="B34"><label>34.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Vanga</surname> <given-names>SR</given-names></name> <name><surname>Good</surname> <given-names>M</given-names></name> <name><surname>Howard</surname> <given-names>PA</given-names></name> <name><surname>Vacek</surname> <given-names>JL</given-names></name></person-group>. <article-title>Role of vitamin D in cardiovascular health</article-title>. <source>Am J Cardiol</source>. (<year>2010</year>) <volume>106</volume>(<issue>6</issue>):<fpage>798</fpage>&#x2013;<lpage>805</lpage>. <pub-id pub-id-type="doi">10.1016/j.amjcard.2010.04.042</pub-id><pub-id pub-id-type="pmid">20816120</pub-id></mixed-citation></ref>
<ref id="B35"><label>35.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Canpolat</surname> <given-names>U</given-names></name> <name><surname>Yayla</surname> <given-names>&#x00C7;</given-names></name> <name><surname>Akbo&#x011F;a</surname> <given-names>MK</given-names></name> <name><surname>&#x00D6;zcan</surname> <given-names>EH</given-names></name> <name><surname>Turak</surname> <given-names>O</given-names></name> <name><surname>&#x00D6;zcan</surname> <given-names>F</given-names></name><etal/></person-group> <article-title>Effect of vitamin D replacement on atrial electromechanical delay in subjects with vitamin D deficiency</article-title>. <source>J Cardiovasc Electrophysiol</source>. (<year>2015</year>) <volume>26</volume>(<issue>6</issue>):<fpage>649</fpage>&#x2013;<lpage>55</lpage>. <pub-id pub-id-type="doi">10.1111/jce.12656</pub-id><pub-id pub-id-type="pmid">25772677</pub-id></mixed-citation></ref>
<ref id="B36"><label>36.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Anees</surname> <given-names>MA</given-names></name> <name><surname>Ahmad</surname> <given-names>MI</given-names></name> <name><surname>Chevli</surname> <given-names>PA</given-names></name> <name><surname>Li</surname> <given-names>Y</given-names></name> <name><surname>Soliman</surname> <given-names>EZ</given-names></name></person-group>. <article-title>Association of vitamin D deficiency with electrocardiographic markers of left atrial abnormalities</article-title>. <source>Ann Noninvasive Electrocardiol</source>. (<year>2019</year>) <volume>24</volume>(<issue>3</issue>):<fpage>e12626</fpage>. <pub-id pub-id-type="doi">10.1111/anec.12626</pub-id><pub-id pub-id-type="pmid">30659705</pub-id></mixed-citation></ref>
<ref id="B37"><label>37.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Tuliani</surname> <given-names>TA</given-names></name> <name><surname>Shenoy</surname> <given-names>M</given-names></name> <name><surname>Deshmukh</surname> <given-names>A</given-names></name> <name><surname>Rathod</surname> <given-names>A</given-names></name> <name><surname>Pant</surname> <given-names>S</given-names></name> <name><surname>Badheka</surname> <given-names>AO</given-names></name><etal/></person-group> <article-title>Major electrocardiographic abnormalities and 25-hydroxy vitamin D deficiency: insights from national health and nutrition examination survey-III</article-title>. <source>Clin Cardiol</source>. (<year>2014</year>) <volume>37</volume>(<issue>11</issue>):<fpage>660</fpage>&#x2013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1002/clc.22329</pub-id><pub-id pub-id-type="pmid">25224216</pub-id></mixed-citation></ref></ref-list>
<fn-group>
<fn id="n1" fn-type="custom" custom-type="edited-by"><p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/129617/overview">U&#x011F;ur Canpolat</ext-link>, Hacettepe University, T&#x00FC;rkiye</p></fn>
<fn id="n2" fn-type="custom" custom-type="reviewed-by"><p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/918473/overview">Mohammad Sidiq</ext-link>, Tishk International University (TIU), Iraq</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3130430/overview">Mevl&#x00FC;t Serdar Kuyumcu</ext-link>, S&#x00FC;leyman Demirel University, T&#x00FC;rkiye</p></fn>
</fn-group>
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</article>