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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Psychiatry</journal-id>
<journal-title>Frontiers in Psychiatry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Psychiatry</abbrev-journal-title>
<issn pub-type="epub">1664-0640</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpsyt.2023.1077940</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Psychiatry</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The association between affective temperaments and depressive symptoms in a population of medical university students, Poland</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Bartosik</surname>
<given-names>Natalia Karina</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/1785248/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Frankowski</surname>
<given-names>Rafa&#x0142;</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2106951/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kobierecki</surname>
<given-names>Mateusz</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Deska</surname>
<given-names>Kacper</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2066113/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Twarowski</surname>
<given-names>Aleksander</given-names>
</name>
<xref rid="aff1" ref-type="aff"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>B&#x0105;k</surname>
<given-names>Bart&#x0142;omiej</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Kosmalski</surname>
<given-names>Marcin</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
<xref rid="c001" ref-type="corresp"><sup>&#x002A;</sup></xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pietras</surname>
<given-names>Tadeusz</given-names>
</name>
<xref rid="aff2" ref-type="aff"><sup>2</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Students' Research Club, Department of Clinical Pharmacology, Medical University of &#x0141;&#x00F3;d&#x017A;</institution>, <addr-line>&#x0141;&#x00F3;d&#x017A;</addr-line>, <country>Poland</country></aff>
<aff id="aff2"><sup>2</sup><institution>Department of Clinical Pharmacology, Medical University of &#x0141;&#x00F3;d&#x017A;</institution>, <addr-line>&#x0141;&#x00F3;d&#x017A;</addr-line>, <country>Poland</country></aff>
<author-notes>
<fn id="fn0001" fn-type="edited-by"><p>Edited by: Chien-Han Lai, National Yang-Ming University, Taiwan</p></fn>
<fn id="fn0002" fn-type="edited-by"><p>Reviewed by: Reiji Yoshimura, University of Occupational and Environmental Health Japan, Japan; Marcin Jaracz, Nicolaus Copernicus University in Toru&#x0144;, Poland</p></fn>
<corresp id="c001">&#x002A;Correspondence: Marcin Kosmalski, <email>marcin.kosmalski@umed.lodz.pl</email></corresp>
<fn id="fn0003" fn-type="other"><p>This article was submitted to Mood Disorders, a section of the journal Frontiers in Psychiatry</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>30</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1077940</elocation-id>
<history>
<date date-type="received">
<day>23</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>02</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2023 Bartosik, Frankowski, Kobierecki, Deska, Twarowski, B&#x0105;k, Kosmalski and Pietras.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Bartosik, Frankowski, Kobierecki, Deska, Twarowski, B&#x0105;k, Kosmalski and Pietras</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). 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.</p>
</license>
</permissions>
<abstract>
<sec>
<title>Background</title>
<p>Compared to their peers, medical students are more exposed to stress, and many present symptoms of depression, making them a group prone to experiencing mental illnesses.</p>
</sec>
<sec>
<title>Objective</title>
<p>This study investigates a potential link between the occurrence of symptoms of depression and the dominating type of affective temperament in young people studying at a medical university.</p>
</sec>
<sec>
<title>Methods</title>
<p>One hundred thirty-four medical students were surveyed using two validated questionnaires; the Polish versions of Beck&#x2019;s Depression Inventory-II (BDI-II) and the Temperament Evaluation of the Memphis, Pisa, and San Diego Autoquestionnaire (TEMPS-A).</p>
</sec>
<sec>
<title>Results</title>
<p>The data analysis revealed a significant link between symptoms of depression and affective temperaments, most significantly in subjects with an anxious temperament.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>This study confirms the role of various affective temperaments as a risk factor for mood disorders, specifically depression.</p>
</sec>
</abstract>
<kwd-group>
<kwd>depressive symptoms</kwd>
<kwd>depression</kwd>
<kwd>affective temperament</kwd>
<kwd>medical university students</kwd>
<kwd>mood disorder</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="39"/>
<page-count count="6"/>
<word-count count="4411"/>
</counts>
</article-meta>
</front>
<body>
<sec id="sec1" sec-type="intro">
<label>1.</label>
<title>Introduction</title>
<p>Depression is a chronic (<xref ref-type="bibr" rid="ref1">1</xref>) disorder affecting many people worldwide (<xref ref-type="bibr" rid="ref2">2</xref>). Women are more susceptible to depression, suffering from this illness about twice as often as men (<xref ref-type="bibr" rid="ref3">3</xref>). Age also affects the frequency of depression; the onset of the disease is most common in the second and third decades of life. This age range coincides with the studied subjects&#x2019; ages (<xref ref-type="bibr" rid="ref3">3</xref>). In 2016 a 28% prevalence of depression in medical students was reported (<xref ref-type="bibr" rid="ref4">4</xref>), alongside worse psychosocial well-being compared to undergraduate students in the normative sample (<xref ref-type="bibr" rid="ref5">5</xref>). In a Mokros study assessing the prevalence of depression among medical students, 10% of participants obtained a clinically significant score of 17 or higher on the BDI (<xref ref-type="bibr" rid="ref6">6</xref>). It is speculated that many medical students experience mental strain, which could predispose them to depression (<xref ref-type="bibr" rid="ref7">7</xref>). Furthermore, a low number of medical students seek professional help due to the stigmatization associated with mental health disorders (<xref ref-type="bibr" rid="ref8">8</xref>).</p>
<p>Early diagnosis and treatment of depression are imperative to protecting the individual&#x2019;s quality of life and society&#x2019;s functioning (<xref ref-type="bibr" rid="ref9">9</xref>). The etiology of depression is multifactorial, including both environmental and genetic factors. A link has been found between the affective temperament (AT) type and the prevalence of depression (<xref ref-type="bibr" rid="ref10">10</xref>). Affective temperaments are hypothesized to be a product of hereditary factors, hence the range of temperaments in different sexes and regions of the world (<xref ref-type="bibr" rid="ref11">11</xref>). Interestingly, carriers of the s allele of the serotonin transporter gene score significantly higher in the TEMPS questionnaire, except in the hyperthymic temperament (<xref ref-type="bibr" rid="ref12">12</xref>). It is widely accepted that the temperament of an individual forms in youth and remains fixed after that (<xref ref-type="bibr" rid="ref13">13</xref>). Temperament may be a hereditary trait that makes individuals sensitized to negative stimuli throughout life (<xref ref-type="bibr" rid="ref14">14</xref>). Research around affective temperaments presents an opportunity to screen people in risk groups for mood disorders (<xref ref-type="bibr" rid="ref15">15</xref>); for example, certain temperament traits could indicate a predisposition or even subclinical depression (<xref ref-type="bibr" rid="ref16">16</xref>). Potentially, temperaments may lay the foundation for affective disorders or constitute their subclinical form (<xref ref-type="bibr" rid="ref17">17</xref>, <xref ref-type="bibr" rid="ref18">18</xref>). It is suggested that the habits and behaviors of an individual are the product of their temperament and environmental factors (<xref ref-type="bibr" rid="ref19">19</xref>).</p>
<p>Akiskal split affective temperaments into five groups: depressive, hyperthymic, cyclothymic, irritable, and anxious. These increased the risk of affective disorders, including depression (<xref ref-type="bibr" rid="ref17">17</xref>). On the other hand, there is speculation that a hyperthymic temperament can provide resistance to depression (<xref ref-type="bibr" rid="ref20">20</xref>). The prognosis and course of depression could also be affected by one&#x2019;s temperament (<xref ref-type="bibr" rid="ref15">15</xref>, <xref ref-type="bibr" rid="ref21">21</xref>). A correlation exists between the type of temperament and the severity of one&#x2019;s depressive symptoms (<xref ref-type="bibr" rid="ref14">14</xref>). In conclusion, it is vital to investigate the relationship between the type of affective temperament and the rate of mood disorders/emotional problems in young people. Medical students are of particular interest due to their chronic stress exposure. This study aims to assess the link between affective temperaments and the prevalence of depression in a population of medical students. A study with more participants is needed before broader screening, and early intervention in depression can be introduced.</p>
</sec>
<sec id="sec2" sec-type="methods">
<label>2.</label>
<title>Methods</title>
<sec id="sec3">
<label>2.1.</label>
<title>Participants</title>
<p>The participants recruited were students at the Medical University of &#x0141;&#x00F3;d&#x017A;, Poland. Participation in the study was voluntary; all students gave written, informed consent and did not receive compensation for their participation. The project obtained approval from the Ethics Committee at the Medical University of &#x0141;&#x00F3;d&#x017A; number RNN/260/21/KE.</p>
<p>Inclusion criteria were as follows: student status at the university; over 18. years of age; written and informed consent.</p>
</sec>
<sec id="sec4">
<label>2.2.</label>
<title>Measures</title>
<p>All participants provided primary socio-demographic data such as age, gender, year of study, and field of study. The severity of depressive symptoms was assessed using the BDI-II (<xref ref-type="bibr" rid="ref22">22</xref>), a validated questionnaire with 21 items, each rated on a scale of 0&#x2013;3 by the participant. According to a discriminant analysis concerning the Polish adaptation of Beck&#x2019;s questionnaire, obtaining 0&#x2013;16 points corresponds to no symptoms; 17&#x2013;26 to moderate depression; 28&#x2013;63 to severe depression (<xref ref-type="bibr" rid="ref23">23</xref>); these ranges were used in the study.</p>
<p>The Polish version of the Temperament Scale of Memphis, Pisa, Paris, and San Diego-Autoquestionnaire (TEMPS-A) (<xref ref-type="bibr" rid="ref24">24</xref>), translated by the Adult Psychiatry Clinic, Medical University of Pozna&#x0144;, was used. The translation was reviewed and accepted by Akiskal. It was used to assess affective temperaments, including depressive, cyclothymic, hyperthymic, irritable, and anxious, and contains 109 items for men and 110 for women (<xref ref-type="bibr" rid="ref25">25</xref>).</p>
</sec>
<sec id="sec5">
<label>2.3.</label>
<title>Data collection</title>
<p>The data were collected from December 2021 to May 2022. An anonymous questionnaire was distributed to students after class by undergraduate researchers. Volunteers were invited to complete the study. Initial questions concerned the participants&#x2019; demographic traits, such as age; gender; field of study, and year of study. Participants then completed the BDI-II (<xref ref-type="bibr" rid="ref22">22</xref>) and TEMPS-A (<xref ref-type="bibr" rid="ref26">26</xref>). After collecting a sufficient number of correctly filled-out questionnaires, the data were analyzed.</p>
</sec>
<sec id="sec6">
<label>2.4.</label>
<title>Methods of data analysis</title>
<p>Scores from the BDI-II (<xref ref-type="bibr" rid="ref22">22</xref>) and TEMPS-A (<xref ref-type="bibr" rid="ref26">26</xref>) were used. Results were analyzed statistically using Statistica 13 software. Data was tested to assess completion of all individual statistical tests assumptions. The statistical method used was Chi-squared test to assess whether gender affects the prevalence of depression and whether medical students have a different prevalence of depression than other courses. The BDI-II score over 16 was marked as depressive symptoms and the lower score as absence of depressive symptomatology. Due to low levels of students with depressive symptomatology, Yates&#x2019;s correction for continuity was used. Moreover, the two-tailed Mann&#x2013;Whitney U test was also used in order to assess whether gender affects BDI-II score and whether medical students obtain a different BDI-II score than other courses. The value of p was set at &#x003C;0.05. Spearman&#x2019;s rank correlation test was used to identify the correlation between the levels of certain temperaments and BDI-II score. The correlation coefficient is denoted by &#x2018;<italic>r</italic>.&#x2019;</p>
</sec>
</sec>
<sec id="sec7" sec-type="results">
<label>3.</label>
<title>Results</title>
<p>Among 136 questionnaires, two were excluded due to a lack of written consent or incomplete responses. One hundred thirty-four questionnaires were subject to statistical analysis. In the sample: 82 participants (61.2%) were medical students, 25 (18.7%) physiotherapy students, and 27 (20.1%) students of other medical sciences. More detailed information on the study group is presented in <xref rid="tab1" ref-type="table">Table 1</xref>. The participants were aged between 19 and 29. The average age of the assessed students was 22.43&#x2009;years (SD&#x2009;=&#x2009;1.7). Out of 134 participants, 15 scored above 16 points on the Beck Depression Scale, indicating clinically significant symptoms of depression. Four people had major depression, which is synonymous with obtaining above 26 points on the Beck Depression Scale. The other 119 participants failed to report any symptoms of depression on the questionnaire. The study revealed the presence of a depressive temperament in 18% of students; hyperthymic in 43.3%; cyclothymic in 13.4%; irritable in 3%, and anxious in 12.6%. 9.7% of participants scored the same number of points in more than one type of affective temperament. In males, a depressive temperament was present in 13.2% of individuals; hyperthymic in 51%; cyclothymic in 11.3%; irritable in 3.8%; and anxious in 9.4%. In the female group, a depressive temperament was present in 21.0% of participants; hyperthymic in 38.3%; cyclothymic in 14.8%; irritable in 2.5%; and anxious in 14.8%. 11.3% of males and 8.6% of females had more than one affective temperament. Affective temperament and depression severity are described in <xref rid="tab2" ref-type="table">Table 2</xref>. The Mann&#x2013;Whitney U test revealed that gender did not significantly affect the score obtained on the BDI-II (<italic>p</italic> =&#x2009;0.15). Additionally, it did not affect the prevalence of depression (<italic>p</italic> =&#x2009;0.75).</p>
<table-wrap position="float" id="tab1">
<label>Table 1</label>
<caption>
<p>Socio-demographic characteristics of the sample (<italic>N</italic>&#x2009;=&#x2009;134).</p>
</caption>
<table frame="hsides" rules="groups">
<tbody>
<tr>
<td align="left" valign="top">Number of participants</td>
<td align="center" valign="top">134</td>
</tr>
<tr>
<td align="left" valign="top">Age (mean&#x2009;&#x00B1;&#x2009;SD)</td>
<td align="center" valign="top">22.43&#x2009;&#x00B1;&#x2009;1.7</td>
</tr>
<tr>
<td align="left" valign="top">Gender (<italic>N</italic>, %)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Male</td>
<td align="center" valign="top">53 (39.6%)</td>
</tr>
<tr>
<td align="left" valign="top">Female</td>
<td align="center" valign="top">81 (60.4%)</td>
</tr>
<tr>
<td align="left" valign="top">Year of study (<italic>N</italic>, %)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">1</td>
<td align="center" valign="top">5 (3.7%)</td>
</tr>
<tr>
<td align="left" valign="top">2</td>
<td align="center" valign="top">26 (19.4%)</td>
</tr>
<tr>
<td align="left" valign="top">3</td>
<td align="center" valign="top">25 (18.7%)</td>
</tr>
<tr>
<td align="left" valign="top">4</td>
<td align="center" valign="top">52 (38.8%)</td>
</tr>
<tr>
<td align="left" valign="top">5</td>
<td align="center" valign="top">23 (17.2%)</td>
</tr>
<tr>
<td align="left" valign="top">6</td>
<td align="center" valign="top">3 (2.2%)</td>
</tr>
<tr>
<td align="left" valign="top">Field of study (<italic>N</italic>, %)</td>
<td/>
</tr>
<tr>
<td align="left" valign="top">Medicine</td>
<td align="center" valign="top">82 (61.2%)</td>
</tr>
<tr>
<td align="left" valign="top">Physiotherapy</td>
<td align="center" valign="top">25 (18.7%)</td>
</tr>
<tr>
<td align="left" valign="top">Electroradiology</td>
<td align="center" valign="top">13 (9.7%)</td>
</tr>
<tr>
<td align="left" valign="top">Medicine &#x0026; dentistry faculty</td>
<td align="center" valign="top">7 (5.3%)</td>
</tr>
<tr>
<td align="left" valign="top">Emergency Medicine</td>
<td align="center" valign="top">4 (3%)</td>
</tr>
<tr>
<td align="left" valign="top">Public health</td>
<td align="center" valign="top">1 (0.7%)</td>
</tr>
<tr>
<td align="left" valign="top">Pharmacy</td>
<td align="center" valign="top">1 (0.7%)</td>
</tr>
<tr>
<td align="left" valign="top">Dental techniques</td>
<td align="center" valign="top">1 (0.7%)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p>SD, Standard deviation.</p>
</table-wrap-foot>
</table-wrap>
<table-wrap position="float" id="tab2">
<label>Table 2</label>
<caption>
<p>Affective temperament and depression severity.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Affective temperament</th>
<th align="center" valign="top">No depression</th>
<th align="center" valign="top">Moderate depression</th>
<th align="center" valign="top">Severe depression</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Cyclothymic (<italic>N</italic>&#x2009;=&#x2009;18)</td>
<td align="center" valign="top">15 (83.3%)</td>
<td align="center" valign="top">2 (11.1%)</td>
<td align="center" valign="top">1 (5.6%)</td>
</tr>
<tr>
<td align="left" valign="top">Depressive (<italic>N</italic>&#x2009;=&#x2009;24)</td>
<td align="center" valign="top">23 (95.8%)</td>
<td align="center" valign="top">0 (0%)</td>
<td align="center" valign="top">1 (4.2%)</td>
</tr>
<tr>
<td align="left" valign="top">Irritable (<italic>N</italic>&#x2009;=&#x2009;4)</td>
<td align="center" valign="top">4 (100%)</td>
<td align="center" valign="top">0 (0%)</td>
<td align="center" valign="top">0 (0%)</td>
</tr>
<tr>
<td align="left" valign="top">Hyperthymic (<italic>N</italic>&#x2009;=&#x2009;58)</td>
<td align="center" valign="top">56 (96.6%)</td>
<td align="center" valign="top">2 (3.4%)</td>
<td align="center" valign="top">0 (0%)</td>
</tr>
<tr>
<td align="left" valign="top">Anxious (<italic>N</italic>&#x2009;=&#x2009;17)</td>
<td align="center" valign="top">11 (64.7%)</td>
<td align="center" valign="top">5 (29.4%)</td>
<td align="center" valign="top">1 (5.9%)</td>
</tr>
<tr>
<td align="left" valign="top">Mixed<xref rid="tfn1" ref-type="table-fn"><sup>&#x002A;</sup></xref> (<italic>N</italic>&#x2009;=&#x2009;13)</td>
<td align="center" valign="top">10 (76.9%)</td>
<td align="center" valign="top">2 (15.4%)</td>
<td align="center" valign="top">1 (7.7%)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="tfn1"><label>&#x002A;</label><p>There is more than one type of temperament.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>The data showed that students from other courses scored statistically significantly higher on the BDI-II than medical students (<italic>p</italic> =&#x2009;0.022). The average score obtained on the BDI-II by medical students was: 6.70, and for the other courses combined: 8.57.</p>
<p>The data analysis revealed a significant association between the BDI-II score (<xref ref-type="bibr" rid="ref22">22</xref>) and particular types of affective temperament as measured by the TEMPS-A (<xref ref-type="bibr" rid="ref26">26</xref>) within the student population of the medical university. A positive relationship between depressive symptoms with AT was revealed in a depressive temperament (<italic>r</italic> =&#x2009;0.59, <italic>p</italic> &#x003C;&#x2009;0.001), cyclothymic temperament (<italic>r</italic> =&#x2009;0.62, <italic>p</italic> &#x003C;&#x2009;0.001), irritable temperament (<italic>r</italic> =&#x2009;0.51, <italic>p</italic> &#x003C;&#x2009;0.001); the most vital link was revealed with an anxious temperament (<italic>r</italic> =&#x2009;0.68, <italic>p</italic> &#x003C;&#x2009;0.001). Depressive symptoms were weakly negatively associated with a hyperthymic temperament (<italic>r</italic> =&#x2009;&#x2212;0.2, <italic>p</italic> =&#x2009;0.02). The correlation between the levels of certain temperaments and depressive symptoms are described in <xref rid="tab3" ref-type="table">Table 3</xref>.</p>
<table-wrap position="float" id="tab3">
<label>Table 3</label>
<caption>
<p>The correlation between the levels of certain temperaments and depressive symptoms.</p>
</caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th align="left" valign="top">Level of certain temperaments</th>
<th align="center" valign="top"><italic>r</italic></th>
<th align="center" valign="top"><italic>p</italic> value</th>
</tr>
</thead>
<tbody>
<tr>
<td align="left" valign="top">Depressive temperament</td>
<td align="center" valign="top">0.59</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">Cyclothymic temperament</td>
<td align="center" valign="top">0.62</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">Irritable temperament</td>
<td align="center" valign="top">0.51</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">Anxious temperament</td>
<td align="center" valign="top">0.68</td>
<td align="center" valign="top">&#x003C;0.001</td>
</tr>
<tr>
<td align="left" valign="top">Hyperthymic temperament</td>
<td align="center" valign="top">&#x2212;0.2</td>
<td align="center" valign="top">0.02</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>r</italic> - Spearman&#x2019;s rank correlation coefficient.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="sec8" sec-type="discussions">
<label>4.</label>
<title>Discussion</title>
<p>To the best of our knowledge, this is one of the first studies to examine the relationship between various affective temperaments and the risk of experiencing depression in a population of medical students. The study revealed a link between the BDI-II score and the type of affective temperament, with the strongest association being observed in an anxious temperament. A positive correlation between depressive symptoms and temperament type was also revealed in depressive, cyclothymic, and irritable temperaments. A weak negative correlation was observed between higher scores obtained in the BDI-II and having a hyperthymic temperament. The results obtained correspond with the Baba et al. (<xref ref-type="bibr" rid="ref27">27</xref>) study on 314 medical students and staff from hospitals and universities, which revealed a link between depression as measured by BDI-II score and some types of affective temperaments as measured by TEMPS-A. Temperaments associated with depressive symptoms include depressive, anxious, irritable, and cyclothymic temperaments. A hyperthymic temperament hada weak negative correlation (<italic>r</italic> =&#x2009;&#x2212;0.2) with depressive symptoms in the tested sample (<xref ref-type="bibr" rid="ref27">27</xref>). Our result concerning the interaction between a hyperthymic temperament and the prevalence of depressive symptoms is similar to the Lazary study results (<xref ref-type="bibr" rid="ref28">28</xref>). Based on this information, further research in this area may be worthwhile.</p>
<p>Medical students are admitted to university based on their personality and intellect. High entry requirements and numerous factors negatively affecting mental well-being during medical school (including high competition, very high demands, and social pressure) may negatively affect the well-being of susceptible individuals (<xref ref-type="bibr" rid="ref29">29</xref>). Some people will develop full depression as a result of these external factors. As the research has shown - the prevalence of depression in students sometimes reaches 25.6%, a significantly higher percentage than in data from the World Health Organization (<xref ref-type="bibr" rid="ref30">30</xref>, <xref ref-type="bibr" rid="ref31">31</xref>). Our results are also in line with a study conducted by Kesebir et al. (<xref ref-type="bibr" rid="ref10">10</xref>), which revealed that people suffering from depression received higher results in TEMPS-A in terms of depressive, cyclothymic, irritable, and anxious temperaments than people who are not proven to be depressed. Moreover, the Kesebir study showed that people diagnosed with depression score lower in the TEMPS-A regarding hyperthymic temperament (<xref ref-type="bibr" rid="ref10">10</xref>). The above data are compatible with the Shahini study, which also revealed a negative correlation between a hyperthymic temperament and depressive symptoms and a positive correlation between depression and the previously mentioned temperament types (<xref ref-type="bibr" rid="ref20">20</xref>). According to a study conducted on subjects from the general population in Hungary, the Zung Self-Rating Depression Scale (ZSDS) score was assessed with TEMPS-A results; anxious, depressive, and cyclothymic temperaments were in substantial positive correlation with depressive scores. Restrained interaction was also observed in irritable temperaments (<xref ref-type="bibr" rid="ref28">28</xref>).</p>
<p>The process of developing depressive symptoms could be inhibited by a hyperthymic temperament, acting as a safeguard against the development of many psychiatric disorders, including depression (<xref ref-type="bibr" rid="ref14">14</xref>). A study conducted on patients with major depressive disorder (MDD) who experienced no childhood trauma and were in remission during the study revealed a strong association between psychological resilience and hyperthymic temperament (<xref ref-type="bibr" rid="ref32">32</xref>). Interestingly, research conducted by Gonda et al. revealed that exposure to recent stress has a similar effect as individual temperaments on developing depressive symptoms (<xref ref-type="bibr" rid="ref33">33</xref>).</p>
<p>In a cross-sectional study conducted on a sample of elderly, non-psychiatric patients, a hyperthymic temperament was observed more often when compared to depressive patients.</p>
<p>Furthermore, the most substantial connection was observed between depression and a cyclothymic temperament, and the weakest between a hyperthymic temperament and depression (<xref ref-type="bibr" rid="ref34">34</xref>).</p>
<p>Our study showed that males have a hyperthymic and irritable temperament more often than females. Conversely, females score higher in cyclothymic, anxious, and depressive temperaments. Our results align with the Borkowska et al. study on 521 Polish undergraduate students, which showed a sex difference in affective temperaments measured with the TEMPS-A. A more significant proportion of males than females possess a hyperthymic temperament. On the other hand, females score higher in anxious and depressive categories. These results are in line with similar studies from other countries, e.g., Yin et al., where: in the female group, there are more individuals with depressive, anxious, and cyclothymic temperaments, and in the male group, there are more individuals with hyperthymic and irritable temperaments (<xref ref-type="bibr" rid="ref11">11</xref>, <xref ref-type="bibr" rid="ref35">35</xref>).</p>
</sec>
<sec id="sec9">
<label>5.</label>
<title>Limitations</title>
<p>The relatively small sample size increases the risk of selection bias and may affect the final result, therefore it may only reflect the tendencies of some medical students. Moreover, the medical students in Poland may be in a different mental state condition in comparison to students from other countries, which may not reflect the general tendency around the world. The results are also not reflective of the relationship between AT and depressive symptoms at other medical schools, as the study was only carried out at the Medical University of &#x0141;&#x00F3;d&#x017A;. The participants were students of medical sciences only, so patterns among students of other courses remain unknown. Our research was carried out from December 2021 until May 2022, which may have an impact on the results. Many mental stressors identified could have impacted the comfort and mental health of the participants at this time (<xref ref-type="bibr" rid="ref7">7</xref>). As numerous studies have shown: the COVID-19 pandemic affects the onset of depression and anxiety in the population (<xref ref-type="bibr" rid="ref30">30</xref>). In addition, medical students are burdened with a greater load - the stress associated with remote teaching and isolation, the prospect of working with sick patients and the fear of transmitting the virus to relatives may worsen their medical condition (<xref ref-type="bibr" rid="ref31">31</xref>). This time also coincides with term exams and the outbreak of a war in Ukraine, a period of increased stress for students, which may impact the final results. Moreover, it is the period of the highest intensity of depressive symptoms in the course of seasonal affective disorder (<xref ref-type="bibr" rid="ref36">36</xref>). Additionally, a significant limitation of the study was no inquiry into the current or past psychiatric treatment of the participants, which may have affected the BDI-II (<xref ref-type="bibr" rid="ref22">22</xref>) and TEMPS-A scores (<xref ref-type="bibr" rid="ref26">26</xref>). Additionally, the assessment of affective temperament with the TEMPS-A may have been affected by the participants&#x2019; frame of mind (<xref ref-type="bibr" rid="ref37">37</xref>). Potentially, participants with cyclothymic or low anxious temperaments may also suffer from hypomanic or manic episodes (<xref ref-type="bibr" rid="ref38">38</xref>). Recurrent and early onset major depressive episodes are both predictors of bipolarity (<xref ref-type="bibr" rid="ref39">39</xref>); therefore, it is impossible to state if some participants suffer from depression or bipolar disorder. This study lacks information regarding lifetime depression or hypomania.</p>
</sec>
<sec id="sec10" sec-type="conclusions">
<label>6.</label>
<title>Conclusion</title>
<p>Our data reveal a positive correlation between every affective temperament, except hyperthermic, and the severity of depressive symptoms among students. A hyperthymic temperament may constitute protection against the onset of depressive symptoms among medical students. A study examining a larger sample size with fewer social stressors and engaging medical students also around the world is needed. Participants with prior and current psychiatric interventions should also be accounted for or excluded from future studies.</p>
</sec>
<sec id="sec11" sec-type="data-availability">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="sec12">
<title>Ethics statement</title>
<p>The research obtained approval from the Ethics Committee of the Medical University of Lodz number RNN/260/21/KE. All students provided written informed consent to participate.</p>
</sec>
<sec id="sec13">
<title>Author contributions</title>
<p>NB and RF: literature collection, literature review, and manuscript preparation. BB and KD: manuscript preparation. AT: language consultation and manuscript preparation. MK: statistical consultation and research supervision. TP: study design and research supervision. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="sec22" sec-type="funding-information">
<title>Funding</title>
<p>This research was funded by the Medical University of Lodz, institutional grant no. 503/1-151-07/503-11-001-18.</p>
</sec>
<sec id="conf1" 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="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;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>
</body>
<back>
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