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 <front>
  <journal-meta>
   <journal-id journal-id-type="nlm-ta">Ulutas Med J</journal-id>
   <journal-title-group>
    <journal-title>The Ulutas Medical Journal</journal-title>
    <abbrev-journal-title>Ulutas Med J</abbrev-journal-title>
   </journal-title-group>
   <issn pub-type="ppub">2149-0430</issn>
   <issn pub-type="epub">2149-388X</issn>
   <publisher>
    <publisher-name>Hayriye Zehra Ulutaş</publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">10.5455/umj.20200305101734</article-id>
   <article-id pub-id-type="publisher-id">90703</article-id>
   <article-categories>
    <subj-group subj-group-type="heading">
     <subject>Original Article</subject>
    </subj-group>
    <subj-group subj-group-type="subject">
     <subject>Diabetes</subject>
    </subj-group>
   </article-categories>
   <title-group>
    <article-title>Trace Element and Lipid Profile in Patients with Type-II Diabetes Mellitus</article-title>
   </title-group>
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     <label>1</label>
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      <institution-id institution-id-type="ror">https://ror.org/056hcgc41</institution-id>
      <institution>Hatay Mustafa Kemal University, Medical Faculty, Department of Biochemistry, Hatay, Turkey</institution>
     </institution-wrap>
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    <aff id="aff2">
     <label>2</label>
     <institution-wrap>
      <institution-id institution-id-type="ror">https://ror.org/056hcgc41</institution-id>
      <institution>Hatay Mustafa Kemal University, Medical Faculty, Department of Medical Biology, Hatay, Turkey</institution>
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     <label>3</label>
     <institution-wrap>
      <institution-id institution-id-type="ror">https://ror.org/02s4gkg68</institution-id>
      <institution>Adıyaman University, Medical Faculty, Department of Biochemistry, Adıyaman, Turkey</institution>
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     <label>4</label>
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      <institution>Adıyaman University, Medical Faculty, Department of Internal Diseases, Adıyaman, Turkey</institution>
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   <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2020-06-19">
    <day>19</day>
    <month>06</month>
    <year>2020</year>
   </pub-date>
   <pub-date publication-format="print" date-type="collection">
    <year>2020</year>
   </pub-date>
   <volume>6</volume>
   <issue>2</issue>
   <fpage>59</fpage>
   <lpage>66</lpage>
   <history>
    <date date-type="received" iso-8601-date="2020-03-28">
     <day>28</day>
     <month>03</month>
     <year>2020</year>
    </date>
    <date date-type="rev-recd" iso-8601-date="2020-04-16">
     <day>16</day>
     <month>04</month>
     <year>2020</year>
    </date>
    <date date-type="accepted" iso-8601-date="2020-04-22">
     <day>22</day>
     <month>04</month>
     <year>2020</year>
    </date>
   </history>
   <permissions>
    <copyright-statement>© 2020 The Author(s)</copyright-statement>
    <copyright-year>2020</copyright-year>
    <license>
     <ali:license_ref>https://creativecommons.org/licenses/by-nc/4.0/</ali:license_ref>
     <license-p>This is an open access article distributed under the CC BY-NC 4.0 licence.</license-p>
    </license>
   </permissions>
   <self-uri xlink:href="https://www.ulutasmedicaljournal.com/?mno=90703"/>
   <self-uri content-type="pdf" xlink:href="https://www.ulutasmedicaljournal.com/pdf/90703.pdf"/>
   <abstract>
    <p>Introduction: This study aimed to investigate the relationship between trace element levels and T2DM in patients from Adıyaman province in southeastern Turkey. Materials and Methods: This study included 49 healthy subjects and 80 patients diagnosed with T2DM. The study population was divided into healthy controls and patients with T2DM and good glycemic control (GGC) and with T2DM and poor glycemic control (PGC). Biochemical parameters and trace element levels were compared in the three groups. Results: Fasting blood glucose (FBG) and triglyceride (TG) levels were significantly higher in both diabetic groups and were higher in the PGC than in the GGC group (p&lt;0.05). Low-density lipoprotein cholesterol (LDL-C) and cholesterol (CHO) levels were higher in the PGC than in the control group (p &lt; 0.05). CHO levels were also higher in the PGC than in the GGC group (p&lt;0.05). Elevated manganese (Mn) and chromium (Cr) levels were found in both diabetics, and calcium (Ca) levels were significantly higher in the PGC group than in the controls (p&lt;0.05). Conclusions: The hyperglycemic and dyslipidemic profiles were significantly elevated in the PGC group compared to the GGC group, suggesting the importance of regular follow-up and treatment in T2DM. The observed positive correlation between T2DM and the levels of the trace elements Mn, Cr, and Ca requires further confirmation in future studies.</p>
   </abstract>
   <kwd-group kwd-group-type="author">
    <kwd>Type II</kwd>
    <kwd>diabetes mellitus</kwd>
    <kwd>trace element</kwd>
    <kwd>glycemic control</kwd>
   </kwd-group>
   <funding-group>
    <funding-statement>This study was supported by a grant from the Adıyaman University Scientific Research Projects Unit (TIPFBAP/2014-0002), Turkey.</funding-statement>
   </funding-group>
  </article-meta>
 </front>
 <body>
  <sec id="sec-1">
   <title>Introduction</title>
   <p id="b-1">Diabetes mellitus is a metabolic disorder characterized by high blood glucose levels (    <xref ref-type="bibr" rid="ref1">1</xref>
,    <xref ref-type="bibr" rid="ref2">2</xref>
). It carries the potential risk of life-threatening health problems that can result in reduced quality of life and increased mortality (    <xref ref-type="bibr" rid="ref3">3</xref>
). Type II diabetes mellitus (T2DM) is characterized by hyperglycemia that occurs as a result of insulin resistance, whereby muscle or adipose cells fail to respond adequately to normal levels of insulin (    <xref ref-type="bibr" rid="ref1">1</xref>
). High blood glucose levels lead to general vascular damage that affects the heart (    <xref ref-type="bibr" rid="ref4">4</xref>
), eyes (    <xref ref-type="bibr" rid="ref5">5</xref>
), kidneys (    <xref ref-type="bibr" rid="ref6">6</xref>
), and nerves (    <xref ref-type="bibr" rid="ref7">7</xref>
) and lead to various adverse complications.</p>
   <p id="b-2">Unfortunately, the global prevalence of diabetes mellitus is currently increasing and imposing a burden on health systems and national economies. The International Diabetes Federation data in 2017 indicated that 451 million people aged 18–99 years live with diabetes, and this number is estimated to increase to 693 million by 2045 (    <xref ref-type="bibr" rid="ref8">8</xref>
). Changes in lifestyle due to urbanization and economic development, which lead to decreased physical activity and increased obesity, now ensure that the prevalence of T2DM will continue to increase dramatically (    <xref ref-type="bibr" rid="ref9">9</xref>
).</p>
   <p id="b-3">One complication of T2DM is an impairment of trace metal metabolism (    <xref ref-type="bibr" rid="ref10">10</xref>
). Trace elements play an important role in living systems by acting as essential components or cofactors of enzymes that perform regulatory, immunologic, and antioxidant functions in biological systems (    <xref ref-type="bibr" rid="ref10">10</xref>
,    <xref ref-type="bibr" rid="ref11">11</xref>
). However, the association between diabetes and impaired trace metal homeostasis remains unclear (    <xref ref-type="bibr" rid="ref2">2</xref>
), as trace metal elements could affect the synthesis, secretion, release, and/or mechanism of action of insulin (    <xref ref-type="bibr" rid="ref12">12</xref>
,    <xref ref-type="bibr" rid="ref13">13</xref>
). Several ideas have been proposed regarding the relationship between trace elements and T2DM (    <xref ref-type="bibr" rid="ref14">14</xref>
–    <xref ref-type="bibr" rid="ref20">20</xref>
), but the available evidence is contradictory. This may reflect variations in ethnicity, geographical characteristics, eating habits, and the limitations of the selected study populations. Further studies are therefore required to verify the apparent relationship between diabetes and trace elements in patients with T2DM.</p>
   <p id="b-4">The present study aimed to investigate the relationship between T2DM and trace elements in Adıyaman province, in the southeastern region of Turkey. The selected T2DM patient population was compared with a healthy control group in terms of the biochemical parameters of fasting blood glucose (FBG), cholesterol (CHO), triglyceride (TG), high-density lipoprotein cholesterol (HDL-C), and low-density lipoprotein cholesterol (LDL-C) and in terms of the levels of the following trace elements: selenium (Se), manganese (Mn), zinc (Zn), copper (Cu), chromium (Cr), sodium (Na), potassium (K), calcium (Ca), and magnesium (Mg).</p>
  </sec>
  <sec id="sec-2">
   <title>Materials and Methods</title>
   <sec id="sec-3">
    <title>Subjects</title>
    <p id="b-5">This study included a total of 129 individuals consisting of 49 healthy controls without any disorders (including diabetes mellitus) in their medical histories and 80 patients diagnosed with T2DM who were admitted to the Internal Clinic of the Adiyaman University Training and Research Hospital. This study population was divided into three groups: the healthy controls (control group; n=49) and two T2DM groups: patients with good glycemic control (GGC group; n=38) and patients with poor glycemic control (PGC group; n=42). The patients were assigned to the groups with good and poor glycemic control according to their FBG values, as recommended by the American Diabetes Association, with patients with FBG levels ≥7.0 mmol/L identified as the PGC group (     <xref ref-type="bibr" rid="ref21">21</xref>
). Pregnant women, individuals under the age of 18, individuals with other chronic diseases (cancer, autoimmune disease, etc.) were not included in the study.</p>
   </sec>
  </sec>
  <sec id="sec-4">
   <title>Ethical Statement</title>
   <p id="b-6">The study was approved by the Adiyaman University Ethics Committee (2011/02-1) and written consent was obtained from each subject after the participants were properly informed about the study. All experiments abided by the tenets of the Declaration of Helsinki.</p>
   <sec id="sec-5">
    <title>Laboratory Analysis</title>
    <p id="b-7">Venous blood samples were collected into EDTA tubes and centrifuged at 3000 rpm for 10 min. After centrifugation, the blood serum and plasma portion were separated and stored at -20°C until analysis. Biochemical parameters (FBG, CHO, TG, HDL-C, and LDL-C) were measured spectrophotometrically (Advia Centaur 1800, Siemens) from serum samples, while trace elements (Se, Mn, Zn, Cu, Cr, Na, K, Ca, and Mg) were measured by inductively coupled plasma mass spectrometry (ICP-MS; Perkin Elmer, Nexion-350X) from blood plasma samples (     <xref ref-type="bibr" rid="ref22">22</xref>
,     <xref ref-type="bibr" rid="ref23">23</xref>
). These results were then evaluated by comparisons between groups.</p>
   </sec>
   <sec id="sec-6">
    <title>Statistical analysis</title>
    <p id="b-8">Statistical analyses were performed with SPSS 21 software. Biochemical parameter values and trace element levels of the groups were analyzed by ANOVA and Kruskal Wallis test. After ANOVA analysis, the least significant difference (LSD) and Tamhane’s analysis were used for binary comparisons. After Kruskal Wallis's analysis, the Bonferroni correction (Mann-Whitney U test) was used for binary comparisons. A value of      <italic>p&lt;0.05</italic>
 was accepted as statistically significant for all analyses except the Bonferroni correction.</p>
   </sec>
  </sec>
  <sec id="sec-7">
   <title>Results</title>
   <p id="b-9">In our study, a significant difference was observed in all paired comparisons of FBG (    <italic>p=0.001</italic>
 in all paired comparisons) and TG (    <italic>p=0.003</italic>
 and     <italic>p=0.001 </italic>
in GGC-Control and PGC-Control comparisons, respectively). They were observed to be significantly higher in both diabetic groups when compared to the control group. Moreover, FBG (    <italic>p=0.001</italic>
) and TG (    <italic>p=0.013</italic>
) levels were found to be significantly higher in PGC group in comparison to GGC (Table 1). CHO levels were observed to be significantly higher in the PGC group when compared to both control (    <italic>p=0.001</italic>
) and GGC (    <italic>p=0.010</italic>
) groups. Additionally, the LDL-C level was found to be significantly higher in the PGC group when compared to control     <italic>(p=0.002)</italic>
. No significant difference was observed between the diabetic and control groups in terms of HDL-C level     <italic>(p&gt;0.05)</italic>
. Descriptive data of biochemical analyses were displayed in Table 1. Study groups were compared in terms of trace elements Se, Mn, Zn, Cu, Cr, Na, K, Ca, and Mg in another phase of the study. Mn and Cr levels were found to be significantly higher in both diabetic groups when compared to the control group (    <italic>p=0.001</italic>
 in all comparisons in terms of Mn whereas     <italic>p=0.001</italic>
 and     <italic>p=0.002</italic>
 in GGC- Control and PGC-Control comparisons in terms of Cr, respectively). However, no significant differences were observed between GGC and PGC groups     <italic>(p&gt;0.05)</italic>
. Ca level was seen to be significantly higher in the PGC group compared to the control group     <italic>(p=0.021)</italic>
 when there was not any significance between other pairs     <italic>(p&gt;0.05)</italic>
. The difference did not reach the level of significance level in terms of Se, Zn, Cu, Na, K, and Mg between study groups (Table 2).</p>
   <table-wrap id="tbl-1" position="float">
    <label>Table 1</label>
    <caption>
     <title>Descriptive statistic data of biochemical analyses.</title>
    </caption>
    <graphic xlink:href="tbl-1.png">
     <alt-text>Table 1: Descriptive statistic data of biochemical analyses.</alt-text>
    </graphic>
   </table-wrap>
   <table-wrap id="tbl-2" position="float">
    <label>Table 2</label>
    <caption>
     <title>The comparison between groups in terms of trace elements</title>
    </caption>
    <graphic xlink:href="tbl-2.png">
     <alt-text>Table 2: The comparison between groups in terms of trace elements</alt-text>
    </graphic>
   </table-wrap>
  </sec>
  <sec id="sec-8">
   <title>Discussion</title>
   <p id="b-10">T2DM is a chronic disease characterized by insulin resistance, a disorder that is defined as a reduced ability of tissues to respond to insulin as a result of impaired glucose metabolism (    <xref ref-type="bibr" rid="ref17">17</xref>
). The resulting hyperglycemic condition due to insulin resistance damages blood vessels and nerve cells and leads to microvascular diseases, such as nephropathy (    <xref ref-type="bibr" rid="ref6">6</xref>
), retinopathy (    <xref ref-type="bibr" rid="ref5">5</xref>
), and neuropathy (    <xref ref-type="bibr" rid="ref7">7</xref>
), as well as cardiovascular disease, which is the major cause of mortality among people with T2DM (    <xref ref-type="bibr" rid="ref4">4</xref>
). Therefore, T2DM is a major public health problem that is steadily increasing in response to lifestyle changes due to urbanization and economic development, and that now imposes high economic costs in industrialized countries.T2DM is also associated with impaired trace element metabolism and this impairment may further contribute to insulin resistance and abnormal glucose metabolism (    <xref ref-type="bibr" rid="ref24">24</xref>
). Maintenance of trace element homeostasis is therefore essential for the regulation of numerous metabolic events in the human body, including blood glucose levels. Various studies have investigated the relationship between trace elements and diabetes mellitus, but the available data are not consistent and are sometimes even conflicting. In our study, we compared the biochemical parameters of FBG, CHO, TG, LDL-C, and HDL- C and the levels of the trace elements Se, Mn, Zn, Cu, Cr, Na, K, Ca, and Mg in the GGC and PGC groups and the healthy controls. A significant rise was noted in FBG, CHO, TG, and LDL-C levels between the groups, but no significant differences were noted for HDL-C levels. The FBG levels were significantly higher in both diabetic groups than in the control group, confirming characteristic hyperglycemic condition in T2DM. The FBG was also significantly higher in the PGC group than in the GGC group. Evaluation of the lipid profile between the groups revealed significantly higher TG levels in both diabetic groups than in the control group. Similar to the FBG results, the TG levels were significantly higher in the PGC group than in the GGC group. Similarly, the CHO level was higher in the PGC group than in either the GGC or the healthy control groups. The LDL-C level was significantly higher in the PGC group than in the control group, whereas the LDL-C level did not differ between the GGC and control subjects, indicating the importance of good glycemic control in T2DM.</p>
   <p id="b-11">Our results are supported by previous studies. For example, Mishra et al. (2017) evaluated fasting plasma glucose (FPG), CHO, TG, LDL-C, and HDL-C levels in both complicated and uncomplicated T2DM groups as well as in healthy control subjects and found significantly higher FPG, CHO, TG, and LDL-C levels in both diabetic groups than in healthy subjects (    <xref ref-type="bibr" rid="ref25">25</xref>
). Similarly, Zhang et al. (2017) observed significantly elevated FBG, TG, and CHO levels in a T2DM group than in healthy control subjects, although they did not find any difference in LDL-C levels between their study groups, in contrast to our results (    <xref ref-type="bibr" rid="ref24">24</xref>
). Another study also reported significantly higher CHO and LDL-C levels in a T2DM group than in healthy subjects (    <xref ref-type="bibr" rid="ref26">26</xref>
). In all these previous studies, the HDL-C level was significantly lower in the T2DM groups than in the control group (    <xref ref-type="bibr" rid="ref24">24</xref>
–    <xref ref-type="bibr" rid="ref26">26</xref>
). This finding contradicted our results, which indicated a dyslipidemic condition in diabetes, in agreement with other previous studies, and which emphasized the importance of regular glycemic control in the context of maintaining healthy blood lipid levels.</p>
   <p id="b-12">Previous studies have also noted the association between trace element status in T2DM; however, the data show quite notable differences. Some of the previous studies have reported lower Se (    <xref ref-type="bibr" rid="ref27">27</xref>
–    <xref ref-type="bibr" rid="ref29">29</xref>
), Zn (    <xref ref-type="bibr" rid="ref25">25</xref>
,    <xref ref-type="bibr" rid="ref26">26</xref>
,    <xref ref-type="bibr" rid="ref28">28</xref>
–    <xref ref-type="bibr" rid="ref32">32</xref>
), and Cu (    <xref ref-type="bibr" rid="ref26">26</xref>
,    <xref ref-type="bibr" rid="ref32">32</xref>
) levels in patients with T2DM than in healthy subjects. For example, Nashiry et al. (2019) found lower Se and Zn levels in hair specimens of T2DM subjects who were employed than in samples from non-working subjects. The hair samples also revealed a lower level of Cu in patients with poorly controlled blood glucose. By contrast, the Cu level was lower in patients with good blood glucose control when the analysis was performed using nail specimens (    <xref ref-type="bibr" rid="ref33">33</xref>
). Contrary to these studies, Zhang et al. (2017) demonstrated higher Se, Zn, and Cu levels in patients with T2DM than in a control group (    <xref ref-type="bibr" rid="ref24">24</xref>
). Similarly, Badran (    <xref ref-type="bibr" rid="ref28">28</xref>
) and Oyedeji (    <xref ref-type="bibr" rid="ref29">29</xref>
) reported increased Cu levels in subjects with T2DM. Cancarini et al. (2017) found increased Se and Zn levels in serum and tear fluid samples from patients with T2DM (    <xref ref-type="bibr" rid="ref34">34</xref>
). Skalnaya et al. (2007) demonstrated elevated Na and K levels, but decreased Mg and Zn levels, in hair samples from patients with T2DM (    <xref ref-type="bibr" rid="ref35">35</xref>
). Other studies have reported lower Mg in T2DM than in healthy (    <xref ref-type="bibr" rid="ref24">24</xref>
–    <xref ref-type="bibr" rid="ref26">26</xref>
,    <xref ref-type="bibr" rid="ref28">28</xref>
–    <xref ref-type="bibr" rid="ref30">30</xref>
,    <xref ref-type="bibr" rid="ref36">36</xref>
).</p>
   <p id="b-13">In the present study, we did not find any significant differences between groups in terms of Se, Zn, Cu, Na, K, or Mg levels. Cancarini (    <xref ref-type="bibr" rid="ref34">34</xref>
) and Ekmekçioğlu (    <xref ref-type="bibr" rid="ref27">27</xref>
) did not report any significant differences in terms of Zn and Cu levels between T2DM and healthy subjects, in agreement with our results. Similarly, Diwan (    <xref ref-type="bibr" rid="ref36">36</xref>
) and Hussain (    <xref ref-type="bibr" rid="ref30">30</xref>
) did not observe any differences in terms of Zn and Cu levels in a T2DM group and healthy subjects, respectively. Masood et al. (2009) also did not observe any significance between patients with T2DM and healthy subjects in terms of Mg levels (    <xref ref-type="bibr" rid="ref31">31</xref>
). Cancarini et al. (2017) did not report any significant differences in Se levels in tear fluid samples from diabetic and control subjects (    <xref ref-type="bibr" rid="ref34">34</xref>
). In our study, we found statistically significant differences in terms of Mn, Cr, and Ca levels between our study groups. The Mn and Cr levels were significantly higher in both diabetic groups than in the healthy subjects. The Ca level was also significantly higher in the PGC group than in the controls, but these levels did not differ from that of the GGC group. Cancarini et al. (2017) observed elevated Mn and Cr levels in the tear fluid samples of patients with T2DM, in agreement with our results. However, serum Cr levels were significantly lower in the patient group but the Mn levels did not differ between the groups (    <xref ref-type="bibr" rid="ref34">34</xref>
). Ekin et al. (2003) demonstrated significantly higher Mn levels in patients with T2DM than in healthy subjects (    <xref ref-type="bibr" rid="ref37">37</xref>
). In contrast to our results, other previous studies have reported lower Mn (    <xref ref-type="bibr" rid="ref26">26</xref>
,    <xref ref-type="bibr" rid="ref28">28</xref>
) and Cr (    <xref ref-type="bibr" rid="ref28">28</xref>
,    <xref ref-type="bibr" rid="ref29">29</xref>
,    <xref ref-type="bibr" rid="ref32">32</xref>
) levels in patients with T2DM than in healthy subjects. Skalnaya et al. (2017) also found lower Ca levels from hair samples of patients with T2DM than in healthy subjects (    <xref ref-type="bibr" rid="ref35">35</xref>
). Zhang et al. did not report any significant differences in terms of Mn, Cr, or Ca levels between T2DM and control subjects (    <xref ref-type="bibr" rid="ref24">24</xref>
). Similarly, Hussain et al. (2009) did not observe any significant differences in Mn levels between T2DM and healthy subjects (    <xref ref-type="bibr" rid="ref30">30</xref>
).</p>
   <p id="b-14">Various studies have explored the relationship between trace elements and diabetes mellitus in the past. However, the data obtained are not consistent and are sometimes even conflicting. This may reflect differences in the study populations in terms of ethnicity, geographical characteristics, and eating habits. Therefore, further studies are required to verify the relationship between T2DM and trace elements.</p>
   <p id="b-15">We found dramatically higher FBG levels and dyslipidemia profiles in terms of CHO and TG levels in the PGC group in comparison to the GGC patients. Regular follow-up and treatment improved the chronic hyperglycemic and dyslipidemic conditions, which are the major characteristics of diabetes mellitus. Elevated levels of Mn, which acts as an antioxidant enzyme cofactor in biological systems, may be associated with the increased oxidative stress status associated with T2DM. These elevated levels appear to emerge as a compensatory mechanism that prevents the exacerbation of the disease. Besides, the increase in the Cr level can be interpreted as the body’s attempt to augment the activity of the insulin receptor, which cannot take up sufficient insulin into the cells in T2DM. This response, which can also be regarded as a contribution to compensatory mechanisms, prevents disease from increasing in severity by promoting a lowering of the blood sugar levels. The Ca increase was higher in the PGC group than in the controls, and this may be associated with elevated levels of insulin in T2DM. This causes a further release of insulin, thereby further increasing the levels of insulin that already cannot be metabolized. These findings emphasize the importance of glycemic control in combating high insulin levels, a key characteristic of T2DM.</p>
  </sec>
 </body>
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