<?xml version="1.0" encoding="utf-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="research-article" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xml:lang="EN">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Surg.</journal-id>
<journal-title>Frontiers in Surgery</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Surg.</abbrev-journal-title>
<issn pub-type="epub">2296-875X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fsurg.2022.1069709</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Surgery</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Risk factors, prognostic potency, and longitudinal variation of anxiety and depression in postoperative glioma patients</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes"><name><surname>Wu</surname><given-names>Xiaohua</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="cor1">&#x002A;</xref><uri xlink:href="https://loop.frontiersin.org/people/2052609/overview"/></contrib>
<contrib contrib-type="author"><name><surname>Wang</surname><given-names>Dongdong</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib>
<contrib contrib-type="author"><name><surname>Wang</surname><given-names>Dan</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref></contrib>
</contrib-group>
<aff id="aff1"><label><sup>1</sup></label><addr-line>Department of Neurosurgery IV</addr-line>, <institution>The Second Affiliated Hospital of Harbin Medical University</institution>, <addr-line>Harbin</addr-line>, <country>China</country></aff>
<aff id="aff2"><label><sup>2</sup></label><addr-line>Department of Cardiology</addr-line>, <institution>The Second Affiliated Hospital of Harbin Medical University</institution>, <addr-line>Harbin</addr-line>, <country>China</country></aff>
<aff id="aff3"><label><sup>3</sup></label><addr-line>Department of Neurosurgery II</addr-line>, <institution>The Second Affiliated Hospital of Harbin Medical University</institution>, <addr-line>Harbin</addr-line>, <country>China</country></aff>
<author-notes>
<fn fn-type="edited-by"><p><bold>Edited by:</bold> Renato Juan Galzio, University of Pavia, Italy</p></fn>
<fn fn-type="edited-by"><p><bold>Reviewed by:</bold> Monica Mazza, University of L&#x0027;Aquila, Italy Jacky Yeung, Yale University, United States</p></fn>
<corresp id="cor1"><label>&#x002A;</label><bold>Correspondence:</bold> Xiaohua Wu <email>fuou38699617@163.com</email></corresp>
<fn fn-type="other" id="fn001"><p><bold>Specialty Section:</bold> This article was submitted to Neurosurgery, a section of the journal Frontiers in Surgery</p></fn>
</author-notes>
<pub-date pub-type="epub"><day>16</day><month>01</month><year>2023</year></pub-date>
<pub-date pub-type="collection"><year>2022</year></pub-date>
<volume>9</volume><elocation-id>1069709</elocation-id>
<history>
<date date-type="received"><day>14</day><month>10</month><year>2022</year></date>
<date date-type="accepted"><day>24</day><month>11</month><year>2022</year></date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2023 Wu, Wang and Wang.</copyright-statement>
<copyright-year>2023</copyright-year><copyright-holder>Wu, Wang and Wang</copyright-holder><license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="http://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.</p></license>
</permissions>
<abstract>
<sec><title>Objective</title>
<p>Anxiety and depression are common mental disorders in glioma patients. This study aimed to evaluate the risk factors, prognostic role, and longitudinal changes in anxiety and depression in postoperative glioma patients.</p>
</sec>
<sec><title>Methods</title>
<p>Anxiety and depression were assessed by Hospital Anxiety and Depression Scale at baseline, month (M) 6, M12, M24 and M36 in 270 glioma patients after surgical resection. Furthermore, comprehensive clinic characteristics and treatment-related information were collected.</p>
</sec>
<sec><title>Results</title>
<p>Gender (female vs. male) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.014, odds ratio (OR)&#x2009;&#x003D;&#x2009;1.974), marital status (single/divorced/widowed vs. married) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.019, OR&#x2009;&#x003D;&#x2009;2.172), Karnofsky performance status (KPS) score (&#x2264;70 vs.&#x2009;&#x003E;&#x2009;70) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.002, OR&#x2009;&#x003D;&#x2009;2.556), World Health Organization (WHO) classification (high-grade glioma (HGG) vs. low-grade glioma (LGG)) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.005, OR&#x2009;&#x003D;&#x2009;2.155), and postoperative complications (yes vs. not) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.001, OR&#x2009;&#x003D;&#x2009;2.525) were independently related to anxiety occurrence. Marital status (single/divorced/widowed vs. married) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.034, OR&#x2009;&#x003D;&#x2009;2.026), KPS score (&#x2264;70 vs.&#x2009;&#x003E;&#x2009;70) (<italic>P&#x2009;</italic>&#x003C;&#x2009;0.001, OR&#x2009;&#x003D;&#x2009;3.880), WHO classification (HGG vs. LGG) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.032, OR&#x2009;&#x003D;&#x2009;1.810), and postoperative complications (yes vs. not) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.001, OR&#x2009;&#x003D;&#x2009;2.602) were independently related to depression occurrence. Besides, anxiety (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.038) and depression (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.013) were linked with shorter overall survival (OS), and depression was an independent risk factor for worse OS (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.040, hazard ratio&#x2009;&#x003D;&#x2009;1.596). More importantly, anxiety and depression remained at a high prevalence during a 3-year follow-up.</p>
</sec>
<sec><title>Conclusion</title>
<p>Gender, marital status, KPS score, WHO classification, and postoperative complications are risk factors for anxiety and depression; moreover, anxiety and depression are at high prevalence continuously and correlated with worse survival in postoperative glioma patients.</p>
</sec>
</abstract>
<kwd-group>
<kwd>anxiety and depression</kwd>
<kwd>glioma</kwd>
<kwd>risk factors</kwd>
<kwd>overall survival</kwd>
<kwd>longitudinal variation</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="3"/><equation-count count="0"/><ref-count count="39"/><page-count count="0"/><word-count count="0"/></counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro"><title>Introduction</title>
<p>Glioma is the most common primary central nervous system tumor, with high aggressiveness and excessive mortality (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). At present, the main treatment for glioma is surgical resection, and other treatments include radiation therapy, chemotherapy, and emerging immunotherapy (<xref ref-type="bibr" rid="B3">3</xref>&#x2013;<xref ref-type="bibr" rid="B5">5</xref>). Even with these treatments, the prognosis of glioma patients is still unfavorable (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>). According to previous studies, the median survival time for patients with low-grade glioma (LGG) (World Health Organization (WHO) I-II grade) is 5.6&#x2013;13.3 years, while for patients with high-grade glioma (HGG) (WHO III-IV grade), it is only 12.2&#x2013;15.4 months (<xref ref-type="bibr" rid="B7">7</xref>&#x2013;<xref ref-type="bibr" rid="B10">10</xref>). Poor survival of glioma patients may lead to a heavy mental burden (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>). Apart from that, glioma patients face some other problems: for example, areas of brain impairment could cause a high risk of mental disorders (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>). Moreover, treatments of glioma (such as surgery, chemotherapy, etc.) may impose negative influences on their mental health, too (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>). Therefore, the mental health of glioma patients is a major issue currently.</p>
<p>In order to better manage the mental health of glioma patients, many studies have recognized potential factors that are associated with anxiety and depression in these patients (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B17">17</xref>). One previous study indicates blood inflammatory cytokines could be predictors of depression in glioma patients (<xref ref-type="bibr" rid="B17">17</xref>). Moreover, another study suggests that decreased IL-2 levels and elevated IFN-<italic>&#x03B3;</italic> levels were positively associated with anxiety and depression in glioma patients, respectively (<xref ref-type="bibr" rid="B11">11</xref>). Significantly, a recent study has indicated that female gender, single, divorced, or widowed marital status, increased WHO classification, shorter education duration, chronic kidney disease (CKD), and hyperlipidemia are risk factors for anxiety and depression in glioma patients (<xref ref-type="bibr" rid="B12">12</xref>). However, this study has a small sample size (<italic>N</italic>&#x2009;&#x003D;&#x2009;190) and does not evaluate the longitudinal variation of anxiety and depression in glioma patients; at the same time, some important factors affecting anxiety and depression are not included in its study (such as Karnofsky performance status (KPS) score, postoperative complications, etc.) and the prognostic role of anxiety and depression is not adjusted by multivariate regression analysis in glioma patients. Our study hypothesized that anxiety and depression were at high prevalence in postoperative glioma patients and had important impacts on their prognosis. In addition, there might be some risk factors obviously related to anxiety and depression in postoperative glioma patients, such as gender and postoperative complications, etc. These risk factors might be beneficial to the management of postoperative glioma patients. In addition, the Glioma Outcomes (GO) Project provides high-standard care for postoperative glioma patients (<xref ref-type="bibr" rid="B18">18</xref>).</p>
<p>Therefore, the present study included 270 glioma patients who received surgical resection and collected sufficient characteristics and treatment information, aiming to comprehensively evaluate the risk factors and prognostic value of anxiety and depression, as well as to assess the change in anxiety and depression longitudinally in those patients.</p>
</sec>
<sec id="s2" sec-type="methods"><title>Methods</title>
<sec id="s2a"><title>Subjects</title>
<p>From March 2017 to November 2021, 270 glioma patients who received surgical resection were consecutively recruited. The inclusion criteria were: (1) diagnosed as glioma; (2) had surgical resection; (3) able to complete assessment of Hospital Anxiety and Depression Scale (HADS); (4) had more than 3 months of life expectancy; (5) older than 18 years. The exclusion criteria were: (1) cognitive impairments; (2) history of other primary malignancies; (3) pregnant or lactating women. The Ethics Committee of The Second Affiliated Hospital of Harbin Medical University permitted the study ethic. All participants signed the written informed consent.</p>
</sec>
<sec id="s2b"><title>Data collection</title>
<p>After enrollment, the patients&#x0027; demographics, underlying diseases, features of glioma, and treatment-related information were collected from the case report form. The demographics included age, gender, education level, marital status, preoperative employment status, and location. The underlying diseases included hypertension, hyperlipidemia, and diabetes. The features of glioma included KPS score, WHO classification, isocitrate dehydrogenase (IDH) mutation, and tumor location. The treatment-related information included postoperative complications, adjuvant radiotherapy, and adjuvant chemotherapy. The postoperative complications were assessed based on a previous study, which included direct cortical and vascular injury, surgical wound complications, and postsurgical medical complications (<xref ref-type="bibr" rid="B19">19</xref>).</p>
</sec>
<sec id="s2c"><title>HADS assessment</title>
<p>A total of 270 glioma patients completed the HADS questionnaire at baseline (discharge after surgery). Furthermore, patients had evaluation of HADS at 6 months (M6), 12 months (M12), 24 months (M24), and 36 months (M36) after discharge. For the different patients&#x0027; follow-up duration, the number of patients who had HADS evaluation varied at different time points. The definition of HADS was consistent with the previous study (<xref ref-type="bibr" rid="B20">20</xref>). Anxiety or depression was defined as having a HADS-anxiety (HADS-A) or HADS-depression (HADS-D) score more than 7 (<xref ref-type="bibr" rid="B20">20</xref>).</p>
</sec>
<sec id="s2d"><title>Follow-up</title>
<p>After discharge, all patients were followed up until death or lost to follow-up. The last follow-up date was April 2022. The overall survival (OS) was computed from the day of resection to the day of death. The range of follow-up was 2.3 to 49.9 months.</p>
</sec>
<sec id="s2e"><title>Statistical analysis</title>
<p>The statistical analyses were conducted by SPSS v27.1 (IBM Corp., United States). The figures were plotted <italic>via</italic> GraphPad Prism v8.01 (GraphPad Software Inc., United States). Risk factors of anxiety or depression were assessed <italic>via</italic> univariable and multivariate logistic regression model with step forward methods, and all factors shown in the univariable logistic regression model were included in the multivariate logistic regression model. The difference in survival data between groups was displayed using Kaplan-Meier curves and analyzed log-rank test. Factors related to OS were evaluated through univariable and multivariate Cox&#x0027;s regression model with step forward methods, and all factors shown in the univariable Cox&#x0027;s regression model were included in the multivariate Cox&#x0027;s regression model. The change of HADS score was tested by analysis of variance (ANOVA) for repeated measurements. The change in anxiety or depression rate was tested by the Chi-square test for trend. <italic>P</italic>&#x2009;&#x003C;&#x2009;0.05 was considered significant.</p>
</sec>
</sec>
<sec id="s3" sec-type="results"><title>Results</title>
<sec id="s3a"><title>Study flow</title>
<p>Totally, 319 glioma patients who received surgical resection were screened, among which 49 patients were excluded, consisting of 35 patients who either met the exclusion criteria or did not meet the inclusion criteria and 14 patients who refused to sign informed consents. The rest 270 eligible patients were recruited, and then 270, 243, 198, 83 and 24 patients completed the assessment of HADS-A or HADS-D at baseline, M6, M12, M24, and M36, respectively. Meanwhile, 78 (28.9&#x0025;) patients died during the follow-up period. Finally, all 270 patients were included in the analysis based on intention-to-treat (ITT) approaches (<xref ref-type="fig" rid="F1">Figure&#x00A0;1</xref>).</p>
<fig id="F1" position="float"><label>Figure 1</label>
<caption><p>Study flow chart.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fsurg-09-1069709-g001.tif"/>
</fig>
</sec>
<sec id="s3b"><title>Baseline characteristics of glioma patients</title>
<p>The glioma patients included 94 (34.8&#x0025;) females and 176 (65.2&#x0025;) males with a mean age of 48.0&#x2009;&#x00B1;&#x2009;10.8 years. There were 129 (47.8&#x0025;) patients with IDH mutation and 141 (52.2&#x0025;) patients without that. Besides, the mean value of KPS score in glioma patients was 71.0&#x2009;&#x00B1;&#x2009;9.7. As to WHO classification, there were 122 (45.2&#x0025;) patients classified as LGG and 148 (54.8&#x0025;) patients classified as HGG. Meanwhile, all glioma patients underwent surgical resection, and 82 (30.4&#x0025;) patients had postoperative complications. In addition, the mean values of HADS-A and HADS-D scores at baseline in glioma patients were 8.0&#x2009;&#x00B1;&#x2009;3.4 and 7.7&#x2009;&#x00B1;&#x2009;3.2, respectively. More detailed characteristics of glioma patients were described in <xref ref-type="table" rid="T1">Table&#x00A0;1</xref>.</p>
<table-wrap id="T1" position="float"><label>Table 1</label>
<caption><p>Baseline characteristics.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left">Items</th>
<th valign="top" align="center">Patients with glioma (<italic>N</italic>&#x2009;&#x003D;&#x2009;270)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age (years), mean&#x2009;&#x00B1;&#x2009;SD</td>
<td valign="top" align="center">48.0&#x2009;&#x00B1;&#x2009;10.8</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Gender, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Female</td>
<td valign="top" align="center">94 (34.8)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Male</td>
<td valign="top" align="center">176 (65.2)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Education level, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Primary school or below</td>
<td valign="top" align="center">26 (9.6)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Middle or high school</td>
<td valign="top" align="center">189 (70.0)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Undergraduate or above</td>
<td valign="top" align="center">55 (20.4)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Marital status, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Married</td>
<td valign="top" align="center">218 (80.7)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Single/divorced/widowed</td>
<td valign="top" align="center">52 (19.3)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Preoperative employment status, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Employed</td>
<td valign="top" align="center">204 (75.6)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Unemployed</td>
<td valign="top" align="center">66 (24.4)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Location, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Urban</td>
<td valign="top" align="center">218 (80.7)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Rural</td>
<td valign="top" align="center">52 (19.3)</td>
</tr>
<tr>
<td valign="top" align="left">Hypertension, <italic>n</italic> (&#x0025;)</td>
<td valign="top" align="center">73 (27.0)</td>
</tr>
<tr>
<td valign="top" align="left">Hyperlipidemia, <italic>n</italic> (&#x0025;)</td>
<td valign="top" align="center">37 (13.7)</td>
</tr>
<tr>
<td valign="top" align="left">Diabetes, <italic>n</italic> (&#x0025;)</td>
<td valign="top" align="center">30 (11.1)</td>
</tr>
<tr>
<td valign="top" align="left">KPS score, mean&#x2009;&#x00B1;&#x2009;SD</td>
<td valign="top" align="center">71.0&#x2009;&#x00B1;&#x2009;9.7</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">WHO classification, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;LGG</td>
<td valign="top" align="center">122 (45.2)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;HGG</td>
<td valign="top" align="center">148 (54.8)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">IDH mutation, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No</td>
<td valign="top" align="center">141 (52.2)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Yes</td>
<td valign="top" align="center">129 (47.8)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Tumor location, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Frontal</td>
<td valign="top" align="center">112 (41.5)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Temporal</td>
<td valign="top" align="center">63 (23.3)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Parietal</td>
<td valign="top" align="center">45 (16.7)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Occipital</td>
<td valign="top" align="center">18 (6.7)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Posterior fossae</td>
<td valign="top" align="center">10 (3.7)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Others</td>
<td valign="top" align="center">22 (8.1)</td>
</tr>
<tr>
<td valign="top" align="left">Surgical resection, <italic>n</italic> (&#x0025;)</td>
<td valign="top" align="center">270 (100.0)</td>
</tr>
<tr>
<td valign="top" align="left">Postoperative complications, <italic>n</italic> (&#x0025;)</td>
<td valign="top" align="center">82 (30.4)</td>
</tr>
<tr>
<td valign="top" align="left">Adjuvant radiotherapy, <italic>n</italic> (&#x0025;)</td>
<td valign="top" align="center">164 (60.7)</td>
</tr>
<tr>
<td valign="top" align="left">Adjuvant chemotherapy, <italic>n</italic> (&#x0025;)</td>
<td valign="top" align="center">112 (41.5)</td>
</tr>
<tr>
<td valign="top" align="left">HADS-A score, mean&#x2009;&#x00B1;&#x2009;SD</td>
<td valign="top" align="center">8.0&#x2009;&#x00B1;&#x2009;3.4</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Anxiety, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No</td>
<td valign="top" align="center">160 (59.3)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Yes</td>
<td valign="top" align="center">110 (40.7)</td>
</tr>
<tr>
<td valign="top" align="left">HADS-D score, mean&#x2009;&#x00B1;&#x2009;SD</td>
<td valign="top" align="center">7.7&#x2009;&#x00B1;&#x2009;3.2</td>
</tr>
<tr>
<td valign="top" align="left" colspan="2">Depression, <italic>n</italic> (&#x0025;)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;No</td>
<td valign="top" align="center">170 (63.0)</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Yes</td>
<td valign="top" align="center">100 (37.0)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn1"><p>SD, standard deviation; KPS, Karnofsky performance status; WHO, World Health Organization; LGG, low grade glioma; HGG, high grade glioma; IDH, isocitrate dehydrogenase; HADS, Hospital Anxiety and Depression Scale.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3c"><title>Factors correlated with anxiety in glioma patients</title>
<p>Univariate logistic regression model exhibited that gender (female vs. male) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.024, odds ratio (OR)&#x2009;&#x003D;&#x2009;1.794), marital status (single/divorced/widowed vs. married) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.015, OR&#x003D;2.133), KPS score (&#x2264;70 vs.&#x2009;&#x003E;&#x2009;70) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.015, OR&#x2009;&#x003D;&#x2009;1.945), WHO classification (HGG vs. LGG) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.016, OR&#x003D;1.840), tumor location (parietal vs. frontal) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.001, OR&#x003D;3.207) and postoperative complications (yes vs. not) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.005, OR&#x003D;2.140) were associated with higher risk of anxiety at baseline in glioma patients. Next, analysis by multivariate logistic regression model revealed that gender (female vs. male) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.010, OR&#x003D;2.100), marital status (single/divorced/widowed vs. married) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.017, OR&#x003D;2.262), KPS score (&#x2264;70 vs.&#x2009;&#x003E;&#x2009;70) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.003, OR&#x003D;2.535), WHO classification (HGG vs. LGG) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.005, OR&#x003D;2.239), tumor location (parietal vs. frontal) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.003, OR&#x003D;3.267), and postoperative complications (yes vs. not) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.003, OR&#x003D;2.406) were independent risk factors for anxiety at baseline in glioma patients (<xref ref-type="table" rid="T2">Table&#x00A0;2</xref>).</p>
<table-wrap id="T2" position="float"><label>Table 2</label>
<caption><p>Risk factors of anxiety by logistic regression model analysis.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Items</th>
<th valign="top" align="center" rowspan="2"><italic>P</italic> value</th>
<th valign="top" align="center" rowspan="2">OR</th>
<th valign="top" align="center" colspan="2">95&#x0025; CI</th>
</tr>
<tr>
<th valign="top" align="center">Lower</th>
<th valign="top" align="center">Upper</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="5"><bold>Univariate logistic regression</bold></td>
</tr>
<tr>
<td valign="top">Age (&#x2265;50 years vs.&#x2009;&#x003C;&#x2009;50 years)</td>
<td valign="top" align="center">0.087</td>
<td valign="top" align="center">1.532</td>
<td valign="top" align="center">0.939</td>
<td valign="top" align="center">2.497</td>
</tr>
<tr>
<td valign="top">Gender (Female vs. Male)</td>
<td valign="top" align="center">0.024</td>
<td valign="top" align="center">1.794</td>
<td valign="top" align="center">1.079</td>
<td valign="top" align="center">2.982</td>
</tr>
<tr>
<td valign="top">Higher education level</td>
<td valign="top" align="center">0.182</td>
<td valign="top" align="center">0.732</td>
<td valign="top" align="center">0.463</td>
<td valign="top" align="center">1.157</td>
</tr>
<tr>
<td valign="top">Marital status (Single/divorced/widowed vs. Married)</td>
<td valign="top" align="center">0.015</td>
<td valign="top" align="center">2.133</td>
<td valign="top" align="center">1.156</td>
<td valign="top" align="center">3.934</td>
</tr>
<tr>
<td valign="top">Preoperative employment status (Unemployed vs. Employed)</td>
<td valign="top" align="center">0.237</td>
<td valign="top" align="center">1.401</td>
<td valign="top" align="center">0.801</td>
<td valign="top" align="center">2.452</td>
</tr>
<tr>
<td valign="top">Location (Rural vs. Urban)</td>
<td valign="top" align="center">0.377</td>
<td valign="top" align="center">1.316</td>
<td valign="top" align="center">0.715</td>
<td valign="top" align="center">2.419</td>
</tr>
<tr>
<td valign="top">Hypertension (Yes vs. No)</td>
<td valign="top" align="center">0.364</td>
<td valign="top" align="center">1.286</td>
<td valign="top" align="center">0.747</td>
<td valign="top" align="center">2.212</td>
</tr>
<tr>
<td valign="top">Hyperlipidemia (Yes vs. No)</td>
<td valign="top" align="center">0.160</td>
<td valign="top" align="center">1.647</td>
<td valign="top" align="center">0.821</td>
<td valign="top" align="center">3.305</td>
</tr>
<tr>
<td valign="top">Diabetes (Yes vs. No)</td>
<td valign="top" align="center">0.140</td>
<td valign="top" align="center">1.775</td>
<td valign="top" align="center">0.828</td>
<td valign="top" align="center">3.806</td>
</tr>
<tr>
<td valign="top">KPS score (&#x2264;70 vs.&#x2009;&#x003E;&#x2009;70)</td>
<td valign="top" align="center">0.015</td>
<td valign="top" align="center">1.945</td>
<td valign="top" align="center">1.135</td>
<td valign="top" align="center">3.332</td>
</tr>
<tr>
<td valign="top">WHO classification (HGG vs. LGG)</td>
<td valign="top" align="center">0.016</td>
<td valign="top" align="center">1.840</td>
<td valign="top" align="center">1.119</td>
<td valign="top" align="center">3.024</td>
</tr>
<tr>
<td valign="top">IDH mutation (Yes vs. No)</td>
<td valign="top" align="center">0.169</td>
<td valign="top" align="center">0.710</td>
<td valign="top" align="center">0.435</td>
<td valign="top" align="center">1.157</td>
</tr>
<tr>
<td valign="top">Tumor location</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top">&#x2003;Frontal</td>
<td valign="top" align="center">Ref.</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top">&#x2003;Temporal</td>
<td valign="top" align="center">0.447</td>
<td valign="top" align="center">1.281</td>
<td valign="top" align="center">0.677</td>
<td valign="top" align="center">2.426</td>
</tr>
<tr>
<td valign="top">&#x2003;Parietal</td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">3.207</td>
<td valign="top" align="center">1.564</td>
<td valign="top" align="center">6.579</td>
</tr>
<tr>
<td valign="top">&#x2003;Occipital</td>
<td valign="top" align="center">0.389</td>
<td valign="top" align="center">1.558</td>
<td valign="top" align="center">0.568</td>
<td valign="top" align="center">4.271</td>
</tr>
<tr>
<td valign="top">&#x2003;Posterior fossae</td>
<td valign="top" align="center">0.315</td>
<td valign="top" align="center">1.947</td>
<td valign="top" align="center">0.531</td>
<td valign="top" align="center">7.144</td>
</tr>
<tr>
<td valign="top">&#x2003;Others</td>
<td valign="top" align="center">0.544</td>
<td valign="top" align="center">0.730</td>
<td valign="top" align="center">0.264</td>
<td valign="top" align="center">2.018</td>
</tr>
<tr>
<td valign="top">Postoperative complications (Yes vs. Not)</td>
<td valign="top" align="center">0.005</td>
<td valign="top" align="center">2.140</td>
<td valign="top" align="center">1.263</td>
<td valign="top" align="center">3.627</td>
</tr>
<tr>
<td valign="top">Adjuvant radiotherapy (Yes vs. No)</td>
<td valign="top" align="center">0.189</td>
<td valign="top" align="center">1.400</td>
<td valign="top" align="center">0.847</td>
<td valign="top" align="center">2.315</td>
</tr>
<tr>
<td valign="top">Adjuvant chemotherapy (Yes vs. No)</td>
<td valign="top" align="center">0.110</td>
<td valign="top" align="center">1.494</td>
<td valign="top" align="center">0.913</td>
<td valign="top" align="center">2.445</td>
</tr>
<tr>
<td valign="top" colspan="5"><bold>Multivariate logistic regression</bold></td>
</tr>
<tr>
<td valign="top">Gender (Female vs. Male)</td>
<td valign="top" align="center">0.010</td>
<td valign="top" align="center">2.100</td>
<td valign="top" align="center">1.190</td>
<td valign="top" align="center">3.704</td>
</tr>
<tr>
<td valign="top">Marital status (Single/divorced/widowed vs. Married)</td>
<td valign="top" align="center">0.017</td>
<td valign="top" align="center">2.262</td>
<td valign="top" align="center">1.154</td>
<td valign="top" align="center">4.433</td>
</tr>
<tr>
<td valign="top">KPS score (&#x2264;70 vs.&#x2009;&#x003E;&#x2009;70)</td>
<td valign="top" align="center">0.003</td>
<td valign="top" align="center">2.535</td>
<td valign="top" align="center">1.382</td>
<td valign="top" align="center">4.650</td>
</tr>
<tr>
<td valign="top">WHO classification (HGG vs. LGG)</td>
<td valign="top" align="center">0.005</td>
<td valign="top" align="center">2.239</td>
<td valign="top" align="center">1.283</td>
<td valign="top" align="center">3.909</td>
</tr>
<tr>
<td valign="top" colspan="5">Tumor location</td>
</tr>
<tr>
<td valign="top">&#x2003;Frontal</td>
<td valign="top" align="center">Ref.</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top">&#x2003;Temporal</td>
<td valign="top" align="center">0.384</td>
<td valign="top" align="center">1.361</td>
<td valign="top" align="center">0.680</td>
<td valign="top" align="center">2.722</td>
</tr>
<tr>
<td valign="top">&#x2003;Parietal</td>
<td valign="top" align="center">0.003</td>
<td valign="top" align="center">3.267</td>
<td valign="top" align="center">1.515</td>
<td valign="top" align="center">7.041</td>
</tr>
<tr>
<td valign="top">&#x2003;Occipital</td>
<td valign="top" align="center">0.588</td>
<td valign="top" align="center">1.351</td>
<td valign="top" align="center">0.455</td>
<td valign="top" align="center">4.008</td>
</tr>
<tr>
<td valign="top">&#x2003;Posterior fossae</td>
<td valign="top" align="center">0.564</td>
<td valign="top" align="center">1.511</td>
<td valign="top" align="center">0.372</td>
<td valign="top" align="center">6.134</td>
</tr>
<tr>
<td valign="top">&#x2003;Others</td>
<td valign="top" align="center">0.509</td>
<td valign="top" align="center">0.697</td>
<td valign="top" align="center">0.238</td>
<td valign="top" align="center">2.037</td>
</tr>
<tr>
<td valign="top">Postoperative complications (Yes vs. Not)</td>
<td valign="top" align="center">0.003</td>
<td valign="top" align="center">2.406</td>
<td valign="top" align="center">1.351</td>
<td valign="top" align="center">4.284</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn2"><p>OR, odds ratio; CI, confidence interval; KPS, Karnofsky performance status; WHO, World Health Organization; LGG, low grade glioma; HGG, high grade glioma; IDH, isocitrate dehydrogenase.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3d"><title>Factors correlated with depression in glioma patients</title>
<p>By univariate logistic regression model, it was observed that marital status (single/divorced/widowed vs. married) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.033, OR&#x003D;1.946), KPS score (&#x2264;70 vs.&#x2009;&#x003E;&#x2009;70) (<italic>P&#x2009;</italic>&#x003C;&#x2009;0.001, OR&#x003D;2.984), tumor location (parietal vs. frontal) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.018, OR&#x003D;2.340) and postoperative complications (yes vs. not) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.004, OR&#x003D;2.186) were related to increased risk of depression at baseline in glioma patients. Moreover, marital status (single/divorced/widowed vs. married) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.034, OR&#x003D;2.026), KPS score (&#x2264;70 vs.&#x2009;&#x003E;&#x2009;70) (<italic>P&#x2009;</italic>&#x003C;&#x2009;0.001, OR&#x003D;3.880), WHO classification (HGG vs. LGG) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.032, OR&#x003D;1.810), and postoperative complications (yes vs. not) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.001, OR&#x003D;2.602) were independent risk factors for depression at baseline in glioma patients (<xref ref-type="table" rid="T3">Table&#x00A0;3</xref>).</p>
<table-wrap id="T3" position="float"><label>Table 3</label>
<caption><p>Risk factors of depression by logistic regression model analysis.</p></caption>
<table frame="hsides" rules="groups">
<colgroup>
<col align="left"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
<col align="center"/>
</colgroup>
<thead>
<tr>
<th valign="top" align="left" rowspan="2">Items</th>
<th valign="top" align="center" rowspan="2"><italic>P</italic> value</th>
<th valign="top" align="center" rowspan="2">OR</th>
<th valign="top" align="center" colspan="2">95&#x0025; CI</th>
</tr>
<tr>
<th valign="top" align="center">Lower</th>
<th valign="top" align="center">Upper</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="5"><bold>Univariate logistic regression</bold></td>
</tr>
<tr>
<td valign="top" align="left">Age (&#x2265;50 years vs.&#x2009;&#x003C;&#x2009;50 years)</td>
<td valign="top" align="center">0.104</td>
<td valign="top" align="center">1.511</td>
<td valign="top" align="center">0.919</td>
<td valign="top" align="center">2.483</td>
</tr>
<tr>
<td valign="top" align="left">Gender (Female vs. Male)</td>
<td valign="top" align="center">0.171</td>
<td valign="top" align="center">1.432</td>
<td valign="top" align="center">0.856</td>
<td valign="top" align="center">2.395</td>
</tr>
<tr>
<td valign="top" align="left">Higher education level</td>
<td valign="top" align="center">0.381</td>
<td valign="top" align="center">0.813</td>
<td valign="top" align="center">0.512</td>
<td valign="top" align="center">1.291</td>
</tr>
<tr>
<td valign="top" align="left">Marital status (Single/divorced/widowed vs. Married)</td>
<td valign="top" align="center">0.033</td>
<td valign="top" align="center">1.946</td>
<td valign="top" align="center">1.056</td>
<td valign="top" align="center">3.587</td>
</tr>
<tr>
<td valign="top" align="left">Preoperative employment status (Unemployed vs. Employed)</td>
<td valign="top" align="center">0.298</td>
<td valign="top" align="center">1.351</td>
<td valign="top" align="center">0.767</td>
<td valign="top" align="center">2.380</td>
</tr>
<tr>
<td valign="top" align="left">Location (Rural vs. Urban)</td>
<td valign="top" align="center">0.382</td>
<td valign="top" align="center">1.316</td>
<td valign="top" align="center">0.711</td>
<td valign="top" align="center">2.437</td>
</tr>
<tr>
<td valign="top" align="left">Hypertension (Yes vs. No)</td>
<td valign="top" align="center">0.578</td>
<td valign="top" align="center">1.170</td>
<td valign="top" align="center">0.674</td>
<td valign="top" align="center">2.031</td>
</tr>
<tr>
<td valign="top" align="left">Hyperlipidemia (Yes vs. No)</td>
<td valign="top" align="center">0.118</td>
<td valign="top" align="center">1.745</td>
<td valign="top" align="center">0.868</td>
<td valign="top" align="center">3.508</td>
</tr>
<tr>
<td valign="top" align="left">Diabetes (Yes vs. No)</td>
<td valign="top" align="center">0.249</td>
<td valign="top" align="center">1.567</td>
<td valign="top" align="center">0.730</td>
<td valign="top" align="center">3.365</td>
</tr>
<tr>
<td valign="top" align="left">KPS score (&#x2264;70 vs.&#x2009;&#x003E;&#x2009;70)</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">2.984</td>
<td valign="top" align="center">1.662</td>
<td valign="top" align="center">5.360</td>
</tr>
<tr>
<td valign="top" align="left">WHO classification (HGG vs. LGG)</td>
<td valign="top" align="center">0.118</td>
<td valign="top" align="center">1.492</td>
<td valign="top" align="center">0.903</td>
<td valign="top" align="center">2.465</td>
</tr>
<tr>
<td valign="top" align="left">IDH mutation (Yes vs. No)</td>
<td valign="top" align="center">0.484</td>
<td valign="top" align="center">0.838</td>
<td valign="top" align="center">0.510</td>
<td valign="top" align="center">1.375</td>
</tr>
<tr>
<td valign="top" align="left">Tumor location</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Frontal</td>
<td valign="top" align="center">Ref.</td>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
<td valign="top" align="center"/>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Temporal</td>
<td valign="top" align="center">0.989</td>
<td valign="top" align="center">1.004</td>
<td valign="top" align="center">0.526</td>
<td valign="top" align="center">1.919</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Parietal</td>
<td valign="top" align="center">0.018</td>
<td valign="top" align="center">2.340</td>
<td valign="top" align="center">1.156</td>
<td valign="top" align="center">4.735</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Occipital</td>
<td valign="top" align="center">0.559</td>
<td valign="top" align="center">0.720</td>
<td valign="top" align="center">0.239</td>
<td valign="top" align="center">2.168</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Posterior fossae</td>
<td valign="top" align="center">0.743</td>
<td valign="top" align="center">1.248</td>
<td valign="top" align="center">0.332</td>
<td valign="top" align="center">4.688</td>
</tr>
<tr>
<td valign="top" align="left">&#x2003;Others</td>
<td valign="top" align="center">0.274</td>
<td valign="top" align="center">0.551</td>
<td valign="top" align="center">0.189</td>
<td valign="top" align="center">1.605</td>
</tr>
<tr>
<td valign="top" align="left">Postoperative complications (Yes vs. Not)</td>
<td valign="top" align="center">0.004</td>
<td valign="top" align="center">2.186</td>
<td valign="top" align="center">1.285</td>
<td valign="top" align="center">3.719</td>
</tr>
<tr>
<td valign="top" align="left">Adjuvant radiotherapy (Yes vs. No)</td>
<td valign="top" align="center">0.401</td>
<td valign="top" align="center">1.244</td>
<td valign="top" align="center">0.747</td>
<td valign="top" align="center">2.072</td>
</tr>
<tr>
<td valign="top" align="left">Adjuvant chemotherapy (Yes vs. No)</td>
<td valign="top" align="center">0.248</td>
<td valign="top" align="center">1.342</td>
<td valign="top" align="center">0.814</td>
<td valign="top" align="center">2.213</td>
</tr>
<tr>
<td valign="top" align="left" colspan="5"><bold>Multivariate logistic regression</bold></td>
</tr>
<tr>
<td valign="top" align="left">Marital status (Single/divorced/widowed vs. Married)</td>
<td valign="top" align="center">0.034</td>
<td valign="top" align="center">2.026</td>
<td valign="top" align="center">1.056</td>
<td valign="top" align="center">3.886</td>
</tr>
<tr>
<td valign="top" align="left">KPS score (&#x2264;70 vs.&#x2009;&#x003E;&#x2009;70)</td>
<td valign="top" align="center">&#x003C;0.001</td>
<td valign="top" align="center">3.880</td>
<td valign="top" align="center">2.067</td>
<td valign="top" align="center">7.283</td>
</tr>
<tr>
<td valign="top" align="left">WHO classification (HGG vs. LGG)</td>
<td valign="top" align="center">0.032</td>
<td valign="top" align="center">1.810</td>
<td valign="top" align="center">1.053</td>
<td valign="top" align="center">3.113</td>
</tr>
<tr>
<td valign="top" align="left">Postoperative complications (Yes vs. Not)</td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">2.602</td>
<td valign="top" align="center">1.469</td>
<td valign="top" align="center">4.610</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="table-fn3"><p>OR, odds ratio; CI, confidence interval; KPS, Karnofsky performance status; WHO, world health organization; LGG, low grade glioma; HGG, high grade glioma; IDH, isocitrate dehydrogenase.</p></fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3e"><title>Association of anxiety and depression with OS in glioma patients</title>
<p>The OS was reduced in patients with anxiety at baseline (median (95&#x0025; confidence interval (CI)): 30.1 (22.8&#x2013;37.4) months) compared to patients without anxiety at baseline (median (95&#x0025; CI): 38.6 (NA-NA) months) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.038) (<xref ref-type="fig" rid="F2">Figure&#x00A0;2A</xref>). In terms of depression, OS was decreased in patients with depression at baseline (median (95&#x0025; CI): 30.1 (21.2&#x2013;39.0) months) compared with those without depression at baseline (median (95&#x0025; CI): NA (NA-NA) months) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.013) (<xref ref-type="fig" rid="F2">Figure&#x00A0;2B</xref>).</p>
<fig id="F2" position="float"><label>Figure 2</label>
<caption><p>The relationship of anxiety and depression with OS in glioma patients. OS in glioma patients with anxiety and those without anxiety at baseline (<bold>A</bold>); and OS in glioma patients with depression and those without depression at baseline (<bold>B</bold>).</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fsurg-09-1069709-g002.tif"/>
</fig>
</sec>
<sec id="s3f"><title>Factors correlated with OS in glioma patients</title>
<p>Univariate Cox&#x0027;s proportional hazard regression model was subsequently used to evaluate factors that influenced OS, which indicated that anxiety at baseline (yes vs. no) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.040, hazard ratio (HR)&#x2009;&#x003D;&#x2009;1.595), depression at baseline (yes vs. no) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.014, HR&#x2009;&#x003D;&#x2009;1.746), WHO classification (HGG vs. LGG) (<italic>P&#x2009;</italic>&#x003C;&#x2009;0.001, HR&#x2009;&#x003D;&#x2009;3.438), and tumor location (others vs. frontal) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.048, HR&#x2009;&#x003D;&#x2009;2.167) were linked with worse OS; while IDH mutation (yes vs. no) was correlated with better OS (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.020, HR&#x2009;&#x003D;&#x2009;0.575) in glioma patients (<xref ref-type="fig" rid="F3">Figure&#x00A0;3A</xref>). Further multivariate Cox&#x0027;s proportional hazards regression model showed that depression at baseline (yes vs. no) (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.040, HR&#x2009;&#x003D;&#x2009;1.596) and WHO classification (HGG vs. LGG) (<italic>P&#x2009;</italic>&#x003C;&#x2009;0.001, HR&#x2009;&#x003D;&#x2009;3.307) were independent risk factors for worse OS in glioma patients (<xref ref-type="fig" rid="F3">Figure&#x00A0;3B</xref>).</p>
<fig id="F3" position="float"><label>Figure 3</label>
<caption><p>Cox&#x0027;s proportional hazard regression for factors influencing OS in glioma patients. Factors related to OS in glioma patients by univariate Cox&#x0027;s proportional hazard regression (<bold>A</bold>). Independent factors that affect OS in glioma patients by multivariate Cox&#x0027;s proportional hazard regression (<bold>B</bold>).</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fsurg-09-1069709-g003.tif"/>
</fig>
</sec>
<sec id="s3g"><title>The longitudinal change in anxiety and depression in glioma patients</title>
<p>There was no difference in HADS-A score (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.155) (<xref ref-type="fig" rid="F4">Figure&#x00A0;4A</xref>) and anxiety rate (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.323) (<xref ref-type="fig" rid="F4">Figure&#x00A0;4B</xref>) among any time points in glioma patients. Similarly, no difference in HADS-D score (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.598) (<xref ref-type="fig" rid="F4">Figure&#x00A0;4C</xref>) and depression rate (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.557) (<xref ref-type="fig" rid="F4">Figure&#x00A0;4D</xref>) was found among any time points in glioma patients. In addition, the last observation carried forward (LOCF) analysis showed that there was no difference in HADS-A score (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.091) (<xref ref-type="sec" rid="s10">Supplementary Figure S1A</xref>) and anxiety rate (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.594) (<xref ref-type="sec" rid="s10">Supplementary Figure S1B</xref>) at different time points in glioma patients; moreover, HADS-D score (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.024) (<xref ref-type="sec" rid="s10">Supplementary Figure S1C</xref>) increased continually while there was no distinction of depression rate (<italic>P&#x2009;</italic>&#x003D;&#x2009;0.931) (<xref ref-type="sec" rid="s10">Supplementary Figure S1D</xref>) at different time points in glioma patients.</p>
<fig id="F4" position="float"><label>Figure 4</label>
<caption><p>Changes in anxiety and depression with different time points in postoperative glioma patients. The HADS-A score (<bold>A</bold>), anxiety rate (<bold>B</bold>), HADS-D score (<bold>C</bold>), and depression rate (<bold>D</bold>) among each time point in glioma patients.</p></caption>
<graphic xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="fsurg-09-1069709-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion"><title>Discussion</title>
<p>Anxiety and depression are common clinical symptoms in glioma patients who received surgical resection, which should be paid high attention since they have many negative influences, for example, reducing the quality of life, worsening the performance status of glioma patients, etc (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>).. However, only a small number of studies have reported the risk factors of anxiety and depression in glioma patients. For instance, one study finds that elevated IFN-<italic>&#x03B3;</italic> levels are positively related to depression in glioma patients (<xref ref-type="bibr" rid="B11">11</xref>). Another literature states that anxiety is more common in younger glioma patients than in older glioma patients (<xref ref-type="bibr" rid="B23">23</xref>). Additionally, a recent article illustrates several factors for anxiety and depression in glioma patients, including gender, marital status, WHO classification, hyperlipidemia, education duration, and CKD (<xref ref-type="bibr" rid="B12">12</xref>). However, this previous study has some shortages as described in this introduction section. In our study, it was revealed that gender, marital status, KPS score, WHO classification, tumor location, and postoperative complications were independent risk factors for anxiety in glioma patients. Furthermore, marital status, KPS score, WHO classification, and postoperative complications were independent risk factors for depression in glioma patients. These findings could be explained by that: (a) Estrogen imbalance could induce the females-specific risk of mental disorders (<xref ref-type="bibr" rid="B24">24</xref>), so females might be more prone to anxiety than males in glioma patients. However, this is a conjecture and needs to be verified in further study. (b) Single/divorced/widowed glioma patients might feel lonelier and more emotionally compared with those with married status (<xref ref-type="bibr" rid="B25">25</xref>, <xref ref-type="bibr" rid="B26">26</xref>). Therefore, glioma patients with single/divorced/widowed marital status might be at a high risk of anxiety and depression. (c) Glioma patients with KPS score&#x2009;&#x2264;&#x2009;70 had poor performance status and were unable to take care of themselves, both events could cause anxiety and depression. (d) The recurrence risk is higher in HGG patients than in LGG patients (<xref ref-type="bibr" rid="B27">27</xref>), and thus they might feel more fear of recurrence than LGG patients (which was positively correlated with anxiety and depression (<xref ref-type="bibr" rid="B28">28</xref>)), so WHO classification was a risk factor for anxiety and depression in glioma patients. (e) The parietal was an important region for anxious arousal, whose impairment of function might cause mental disorders in glioma patients (<xref ref-type="bibr" rid="B29">29</xref>, <xref ref-type="bibr" rid="B30">30</xref>), and thus parietal tumor was a risk factor for anxiety in glioma patients. (f) The postoperative complications (including epilepsy and cognitive impairment, etc.) might directly cause anxiety and depression in glioma patients (<xref ref-type="bibr" rid="B31">31</xref>&#x2013;<xref ref-type="bibr" rid="B33">33</xref>). Therefore, postoperative complications appear to be risk factors for anxiety and depression in glioma patients.</p>
<p>Anxiety and depression could have serious negative consequences on the prognosis of cancer patients. Evidence shows that anxiety and depression are positively associated with mortality in patients with cancers, including glioma (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B34">34</xref>, <xref ref-type="bibr" rid="B35">35</xref>).. For example, one study suggests that glioma patients with depression have worse OS than those without depression (<xref ref-type="bibr" rid="B36">36</xref>). Another research indicates a worse OS in glioma patients with depression, especially in HGG glioma patients (<xref ref-type="bibr" rid="B35">35</xref>). In addition, a recent study has also shown that anxiety and depression are related to worse survival in glioma patients (<xref ref-type="bibr" rid="B12">12</xref>). The findings of these previous studies are in part consistent with the results of our study, which revealed that anxiety or depression at baseline was associated with poorer OS in glioma patients. The explanations for these results are as follows: (a) Depression might affect the endocrine system of the patients, thereby indirectly accelerating the deterioration of the condition, which caused a worse OS (<xref ref-type="bibr" rid="B37">37</xref>). (b) Anxiety and depression might make patients reluctant to cooperate with post-operative recovery treatment and even lead to suicide (<xref ref-type="bibr" rid="B38">38</xref>).</p>
<p>Clearly, the longitudinal progress of mental disorders in cancer patients is also a notable issue. For instance, a previous study reports the prevalence of depression has been continuously high during a 1-year period in cancer patients (<xref ref-type="bibr" rid="B39">39</xref>). It is partly consistent with our results. Our study performed longitudinal assessments and found that anxiety and depression remained high during a 3-year period in glioma patients, while they did not rise significantly. This might be because: Glioma patients with anxiety and depression were at a high risk of death (<xref ref-type="bibr" rid="B12">12</xref>, <xref ref-type="bibr" rid="B35">35</xref>, <xref ref-type="bibr" rid="B36">36</xref>), implying that patients with high anxiety and depression died possibly at the follow-up period over time. In our study, the deaths of these patients might lead to the underestimation of anxiety and depression during the follow-up period in glioma patients.</p>
<p>In addition, several study designs should be pointed out as well in the current study: (1) Our study chose HADS because of its simplicity, convenience, and heterogeneity. Our study needed to evaluate anxiety and depression in glioma patients at multiple time points, so it was easier to implement the study design by using simple scales to evaluate anxiety and depression in glioma patients, such as HADS. (2) In fact, some factors might be potentially related. For example, we thought that the WHO grade and A/D were likely to interfere with each other. However, their interference was not direct. Therefore, if the WHO grade had been excluded, the results of our study might be misjudged. In order to reflect the prognosis role of anxiety and depression in postoperative glioma patients in an objective manner as much as possible, we considered including WHO grade as a variable.</p>
<p>This study, however, still presents some limitations: (a) It is a single-center study, which leads to selection bias. (b) It only includes adult patients with glioma, however, the situation of children with glioma is unclear, and further research should be conducted to evaluate risk factors and prognostic potency of anxiety and depression in children with glioma. (c) It only assesses anxiety and depression in glioma patients by HADS, and future studies should use multiple assessment scales to further investigate their anxiety and depression.</p>
<p>In conclusion, our study discovers multiple independent risk factors for anxiety and depression in glioma patients who receive surgical resection. Moreover, anxiety and depression have a high prevalence and are connected with poorer survival in those patients. These findings may improve the management of mental health and prognosis of glioma patients.</p>
</sec>
</body>
<back>
<sec id="s5" sec-type="data-availability"><title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s10"><bold>Supplementary Material</bold></xref>, further inquiries can be directed to the corresponding author/s.</p>
</sec>
<sec id="s6"><title>Ethics statement</title>
<p>The studies involving human participants were reviewed and approved by Ethics Committee of The Second Affiliated Hospital of Harbin Medical University. The patients/participants provided their written informed consent to participate in this study.</p>
</sec>
<sec id="s7"><title>Author contributions</title>
<p>XHW contributed to the study conception and design. Material preparation, data collection and analysis were performed by DDW and DW. Data interpretation and the first draft of the manuscript was written by DW. All authors commented on previous versions of the manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s8" 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="s9" 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>
<sec id="s10" sec-type="supplementary-material"><title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fsurg.2022.1069709/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fsurg.2022.1069709/full&#x0023;supplementary-material</ext-link>.</p>
<supplementary-material id="SD1" content-type="local-data">
<media mimetype="application" mime-subtype="pdf" xlink:href="Datasheet1.pdf"/>
</supplementary-material>
</sec>
<ref-list><title>References</title>
<ref id="B1"><label>1.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kan</surname><given-names>LK</given-names></name><name><surname>Drummond</surname><given-names>K</given-names></name><name><surname>Hunn</surname><given-names>M</given-names></name><name><surname>Williams</surname><given-names>D</given-names></name><name><surname>O&#x0027;Brien</surname><given-names>TJ</given-names></name><name><surname>Monif</surname><given-names>M</given-names></name></person-group>. <article-title>Potential biomarkers and challenges in glioma diagnosis, therapy and prognosis</article-title>. <source>BMJ Neurol Open</source>. (<year>2020</year>) <volume>2</volume>(<issue>2</issue>):<fpage>e000069</fpage>. <pub-id pub-id-type="doi">10.1136/bmjno-2020-000069</pub-id><pub-id pub-id-type="pmid">33681797</pub-id></citation></ref>
<ref id="B2"><label>2.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ostrom</surname><given-names>QT</given-names></name><name><surname>Gittleman</surname><given-names>H</given-names></name><name><surname>Stetson</surname><given-names>L</given-names></name><name><surname>Virk</surname><given-names>SM</given-names></name><name><surname>Barnholtz-Sloan</surname><given-names>JS</given-names></name></person-group>. <article-title>Epidemiology of gliomas</article-title>. <source>Cancer Treat Res</source>. (<year>2015</year>) <volume>163</volume>:<fpage>1</fpage>&#x2013;<lpage>14</lpage>. <pub-id pub-id-type="doi">10.1007/978-3-319-12048-5_1</pub-id><pub-id pub-id-type="pmid">25468222</pub-id></citation></ref>
<ref id="B3"><label>3.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ruff</surname><given-names>M</given-names></name><name><surname>Kizilbash</surname><given-names>S</given-names></name><name><surname>Buckner</surname><given-names>J</given-names></name></person-group>. <article-title>Further understanding of glioma mechanisms of pathogenesis: implications for therapeutic development</article-title>. <source>Expert Rev Anticancer Ther</source>. (<year>2020</year>) <volume>20</volume>(<issue>5</issue>):<fpage>355</fpage>&#x2013;<lpage>63</lpage>. <pub-id pub-id-type="doi">10.1080/14737140.2020.1757440</pub-id><pub-id pub-id-type="pmid">32301635</pub-id></citation></ref>
<ref id="B4"><label>4.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bush</surname><given-names>NA</given-names></name><name><surname>Chang</surname><given-names>SM</given-names></name><name><surname>Berger</surname><given-names>MS</given-names></name></person-group>. <article-title>Current and future strategies for treatment of glioma</article-title>. <source>Neurosurg Rev</source>. (<year>2017</year>) <volume>40</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>14</lpage>. <pub-id pub-id-type="doi">10.1007/s10143-016-0709-8</pub-id><pub-id pub-id-type="pmid">27085859</pub-id></citation></ref>
<ref id="B5"><label>5.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Xu</surname><given-names>S</given-names></name><name><surname>Tang</surname><given-names>L</given-names></name><name><surname>Li</surname><given-names>X</given-names></name><name><surname>Fan</surname><given-names>F</given-names></name><name><surname>Liu</surname><given-names>Z</given-names></name></person-group>. <article-title>Immunotherapy for glioma: current management and future application</article-title>. <source>Cancer Lett</source>. (<year>2020</year>) <volume>476</volume>:<fpage>1</fpage>&#x2013;<lpage>12</lpage>. <pub-id pub-id-type="doi">10.1016/j.canlet.2020.02.002</pub-id><pub-id pub-id-type="pmid">32044356</pub-id></citation></ref>
<ref id="B6"><label>6.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Sharma</surname><given-names>A</given-names></name><name><surname>Graber</surname><given-names>JJ</given-names></name></person-group>. <article-title>Overview of prognostic factors in adult gliomas</article-title>. <source>Ann Palliat Med</source>. (<year>2021</year>) <volume>10</volume>(<issue>1</issue>):<fpage>863</fpage>&#x2013;<lpage>74</lpage>. <pub-id pub-id-type="doi">10.21037/apm-20-640</pub-id><pub-id pub-id-type="pmid">32787379</pub-id></citation></ref>
<ref id="B7"><label>7.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mladenovsk</surname><given-names>M</given-names></name><name><surname>Valkov</surname><given-names>I</given-names></name><name><surname>Ovcharov</surname><given-names>M</given-names></name><name><surname>Vasilev</surname><given-names>N</given-names></name><name><surname>Duhlenski</surname><given-names>I</given-names></name></person-group>. <article-title>High grade glioma surgery - clinical aspects and prognosis</article-title>. <source>Folia Med (Plovdiv)</source>. (<year>2021</year>) <volume>63</volume>(<issue>1</issue>):<fpage>35</fpage>&#x2013;<lpage>41</lpage>. <pub-id pub-id-type="doi">10.3897/folmed.63.e55255</pub-id><pub-id pub-id-type="pmid">33650394</pub-id></citation></ref>
<ref id="B8"><label>8.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Louis</surname><given-names>DN</given-names></name><name><surname>Perry</surname><given-names>A</given-names></name><name><surname>Reifenberger</surname><given-names>G</given-names></name><name><surname>von Deimling</surname><given-names>A</given-names></name><name><surname>Figarella-Branger</surname><given-names>D</given-names></name><name><surname>Cavenee</surname><given-names>WK</given-names></name><etal/></person-group> <article-title>The 2016 world health organization classification of tumors of the central nervous system: a summary</article-title>. <source>Acta Neuropathol</source>. (<year>2016</year>) <volume>131</volume>(<issue>6</issue>):<fpage>803</fpage>&#x2013;<lpage>20</lpage>. <pub-id pub-id-type="doi">10.1007/s00401-016-1545-1</pub-id><pub-id pub-id-type="pmid">27157931</pub-id></citation></ref>
<ref id="B9"><label>9.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Ooi</surname><given-names>SZY</given-names></name><name><surname>de Koning</surname><given-names>R</given-names></name><name><surname>Egiz</surname><given-names>A</given-names></name><name><surname>Dalle</surname><given-names>DU</given-names></name><name><surname>Denou</surname><given-names>M</given-names></name><name><surname>Tsopmene</surname><given-names>MRD</given-names></name><etal/></person-group> <article-title>Management and outcomes of low-grade gliomas in Africa: a scoping review protocol</article-title>. <source>Int J Surg Protoc</source>. (<year>2022</year>) <volume>26</volume>(<issue>1</issue>):<fpage>1</fpage>&#x2013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.29337/ijsp.171</pub-id><pub-id pub-id-type="pmid">35178489</pub-id></citation></ref>
<ref id="B10"><label>10.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Vargas Lopez</surname><given-names>AJ</given-names></name><name><surname>Fernandez Carballal</surname><given-names>C</given-names></name><name><surname>Valera Mele</surname><given-names>M</given-names></name><name><surname>Rodriguez-Boto</surname><given-names>G</given-names></name></person-group>. <article-title>Survival analysis in high-grade glioma: the role of salvage surgery</article-title>. <source>Neurologia (Engl Ed)</source>. (<year>2020</year>) :S0213-4853(20)30125-0. <pub-id pub-id-type="doi">10.1016/j.nrl.2020.04.018</pub-id>. [Online ahead of print]<pub-id pub-id-type="pmid">32709508</pub-id></citation></ref>
<ref id="B11"><label>11.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Song</surname><given-names>L</given-names></name><name><surname>Quan</surname><given-names>X</given-names></name><name><surname>Su</surname><given-names>L</given-names></name><name><surname>Wang</surname><given-names>K</given-names></name><name><surname>Wang</surname><given-names>H</given-names></name><name><surname>Wu</surname><given-names>L</given-names></name><etal/></person-group> <article-title>Inflammation and behavioral symptoms in preoperational glioma patients: is depression, anxiety, and cognitive impairment related to markers of systemic inflammation?</article-title> <source>Brain Behav</source>. (<year>2020</year>) <volume>10</volume>(<issue>9</issue>):<fpage>e01771</fpage>. <pub-id pub-id-type="doi">10.1002/brb3.1771</pub-id><pub-id pub-id-type="pmid">32790154</pub-id></citation></ref>
<ref id="B12"><label>12.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hao</surname><given-names>A</given-names></name><name><surname>Huang</surname><given-names>J</given-names></name><name><surname>Xu</surname><given-names>X</given-names></name></person-group>. <article-title>Anxiety and depression in glioma patients: prevalence, risk factors, and their correlation with survival</article-title>. <source>Ir J Med Sci</source>. (<year>2021</year>) <volume>190</volume>(<issue>3</issue>):<fpage>1155</fpage>&#x2013;<lpage>64</lpage>. <pub-id pub-id-type="doi">10.1007/s11845-020-02374-5</pub-id><pub-id pub-id-type="pmid">33140294</pub-id></citation></ref>
<ref id="B13"><label>13.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Niki</surname><given-names>C</given-names></name><name><surname>Kumada</surname><given-names>T</given-names></name><name><surname>Maruyama</surname><given-names>T</given-names></name><name><surname>Tamura</surname><given-names>M</given-names></name><name><surname>Kawamata</surname><given-names>T</given-names></name><name><surname>Muragaki</surname><given-names>Y</given-names></name></person-group>. <article-title>Primary cognitive factors impaired after glioma surgery and associated brain regions</article-title>. <source>Behav Neurol</source>. (<year>2020</year>) <volume>2020</volume>:<fpage>7941689</fpage>. <pub-id pub-id-type="doi">10.1155/2020/7941689</pub-id><pub-id pub-id-type="pmid">32300377</pub-id></citation></ref>
<ref id="B14"><label>14.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pertz</surname><given-names>M</given-names></name><name><surname>Schlegel</surname><given-names>U</given-names></name><name><surname>Thoma</surname><given-names>P</given-names></name></person-group>. <article-title>Sociocognitive functioning and psychosocial burden in patients with brain tumors</article-title>. <source>Cancers (Basel)</source>. (<year>2022</year>) <volume>14</volume>(<issue>3</issue>):767. <pub-id pub-id-type="doi">10.3390/cancers14030767</pub-id><pub-id pub-id-type="pmid">35159034</pub-id></citation></ref>
<ref id="B15"><label>15.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bhanja</surname><given-names>D</given-names></name><name><surname>Ba</surname><given-names>D</given-names></name><name><surname>Tuohy</surname><given-names>K</given-names></name><name><surname>Wilding</surname><given-names>H</given-names></name><name><surname>Trifoi</surname><given-names>M</given-names></name><name><surname>Padmanaban</surname><given-names>V</given-names></name><etal/></person-group> <article-title>Association of low-grade glioma diagnosis and management approach with mental health disorders: a MarketScan analysis 2005-2014</article-title>. <source>Cancers (Basel)</source>. (<year>2022</year>) <volume>14</volume>(<issue>6</issue>):1376. <pub-id pub-id-type="doi">10.3390/cancers14061376</pub-id><pub-id pub-id-type="pmid">35326529</pub-id></citation></ref>
<ref id="B16"><label>16.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dufner</surname><given-names>V</given-names></name><name><surname>Kessler</surname><given-names>AF</given-names></name><name><surname>Just</surname><given-names>L</given-names></name><name><surname>Hau</surname><given-names>P</given-names></name><name><surname>Bumes</surname><given-names>E</given-names></name><name><surname>Pels</surname><given-names>HJ</given-names></name><etal/></person-group> <article-title>The emesis trial:&#x00A0;depressive glioma patients are more affected by chemotherapy-induced nausea and vomiting</article-title>. <source>Front Neurol</source>. (<year>2022</year>) <volume>13</volume>:<fpage>773265</fpage>. <pub-id pub-id-type="doi">10.3389/fneur.2022.773265</pub-id><pub-id pub-id-type="pmid">35242096</pub-id></citation></ref>
<ref id="B17"><label>17.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Li</surname><given-names>H</given-names></name><name><surname>Shi</surname><given-names>X</given-names></name><name><surname>Yang</surname><given-names>F</given-names></name><name><surname>Zhang</surname><given-names>X</given-names></name><name><surname>Li</surname><given-names>F</given-names></name></person-group>. <article-title>Blood inflammatory cytokines as predictors of depression in patients with glioma</article-title>. <source>Front Psychiatry</source>. (<year>2022</year>) <volume>13</volume>:<fpage>930985</fpage>. <pub-id pub-id-type="doi">10.3389/fpsyt.2022.930985</pub-id><pub-id pub-id-type="pmid">35757220</pub-id></citation></ref>
<ref id="B18"><label>18.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Anderson</surname><given-names>FA</given-names><suffix>Jr</suffix></name></person-group>. <article-title>Glioma outcomes project advisory B. The glioma outcomes project: a resource for measuring and improving glioma outcomes</article-title>. <source>Neurosurg Focus</source>. (<year>1998</year>) <volume>4</volume>(<issue>6</issue>):<fpage>e8</fpage>. <pub-id pub-id-type="doi">10.3171/foc.1998.4.1.9</pub-id><pub-id pub-id-type="pmid">17154448</pub-id></citation></ref>
<ref id="B19"><label>19.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jackson</surname><given-names>C</given-names></name><name><surname>Westphal</surname><given-names>M</given-names></name><name><surname>Quinones-Hinojosa</surname><given-names>A</given-names></name></person-group>. <article-title>Complications of glioma surgery</article-title>. <source>Handb Clin Neurol</source>. (<year>2016</year>) <volume>134</volume>:<fpage>201</fpage>&#x2013;<lpage>18</lpage>. <pub-id pub-id-type="doi">10.1016/B978-0-12-802997-8.00012-8</pub-id><pub-id pub-id-type="pmid">26948356</pub-id></citation></ref>
<ref id="B20"><label>20.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zigmond</surname><given-names>AS</given-names></name><name><surname>Snaith</surname><given-names>RP</given-names></name></person-group>. <article-title>The hospital anxiety and depression scale</article-title>. <source>Acta Psychiatr Scand</source>. (<year>1983</year>) <volume>67</volume>(<issue>6</issue>):<fpage>361</fpage>&#x2013;<lpage>70</lpage>. <pub-id pub-id-type="doi">10.1111/j.1600-0447.1983.tb09716.x</pub-id><pub-id pub-id-type="pmid">6880820</pub-id></citation></ref>
<ref id="B21"><label>21.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Leonetti</surname><given-names>A</given-names></name><name><surname>Puglisi</surname><given-names>G</given-names></name><name><surname>Rossi</surname><given-names>M</given-names></name><name><surname>Vigano</surname><given-names>L</given-names></name><name><surname>Conti Nibali</surname><given-names>M</given-names></name><name><surname>Gay</surname><given-names>L</given-names></name><etal/></person-group> <article-title>Factors influencing mood disorders and health related quality of life in adults with glioma: a longitudinal study</article-title>. <source>Front Oncol</source>. (<year>2021</year>) <volume>11</volume>:<fpage>662039</fpage>. <pub-id pub-id-type="doi">10.3389/fonc.2021.662039</pub-id><pub-id pub-id-type="pmid">34094955</pub-id></citation></ref>
<ref id="B22"><label>22.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Huang</surname><given-names>J</given-names></name><name><surname>Zeng</surname><given-names>C</given-names></name><name><surname>Xiao</surname><given-names>J</given-names></name><name><surname>Zhao</surname><given-names>D</given-names></name><name><surname>Tang</surname><given-names>H</given-names></name><name><surname>Wu</surname><given-names>H</given-names></name><etal/></person-group> <article-title>Association between depression and brain tumor: a systematic review and meta-analysis</article-title>. <source>Oncotarget</source>. (<year>2017</year>) <volume>8</volume>(<issue>55</issue>):<fpage>94932</fpage>&#x2013;<lpage>43</lpage>. <pub-id pub-id-type="doi">10.18632/oncotarget.19843</pub-id><pub-id pub-id-type="pmid">29212279</pub-id></citation></ref>
<ref id="B23"><label>23.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kilbride</surname><given-names>L</given-names></name><name><surname>Smith</surname><given-names>G</given-names></name><name><surname>Grant</surname><given-names>R</given-names></name></person-group>. <article-title>The frequency and cause of anxiety and depression amongst patients with malignant brain tumours between surgery and radiotherapy</article-title>. <source>J Neurooncol</source>. (<year>2007</year>) <volume>84</volume>(<issue>3</issue>):<fpage>297</fpage>&#x2013;<lpage>304</lpage>. <pub-id pub-id-type="doi">10.1007/s11060-007-9374-7</pub-id><pub-id pub-id-type="pmid">17594056</pub-id></citation></ref>
<ref id="B24"><label>24.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kundakovic</surname><given-names>M</given-names></name><name><surname>Rocks</surname><given-names>D</given-names></name></person-group>. <article-title>Sex hormone fluctuation and increased female risk for depression and anxiety disorders: from clinical evidence to molecular mechanisms</article-title>. <source>Front Neuroendocrinol</source>. (<year>2022</year>) <volume>66</volume>:<fpage>101010</fpage>. <pub-id pub-id-type="doi">10.1016/j.yfrne.2022.101010</pub-id><pub-id pub-id-type="pmid">35716803</pub-id></citation></ref>
<ref id="B25"><label>25.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname><given-names>P</given-names></name><name><surname>Wang</surname><given-names>Z</given-names></name></person-group>. <article-title>Postoperative anxiety and depression in surgical gastric cancer patients: their longitudinal change, risk factors, and correlation with survival</article-title>. <source>Med (Baltimore)</source>. (<year>2022</year>) <volume>101</volume>(<issue>11</issue>):e28765. <pub-id pub-id-type="doi">10.1097/MD.0000000000028765</pub-id></citation></ref>
<ref id="B26"><label>26.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yu</surname><given-names>R</given-names></name><name><surname>Li</surname><given-names>H</given-names></name></person-group>. <article-title>Longitudinal assessment of prevalence and risk factors of anxiety and depression among prostate cancer survivors post-resection</article-title>. <source>Psychiatr Q</source>. (<year>2021</year>) <volume>92</volume>(<issue>3</issue>):<fpage>995</fpage>&#x2013;<lpage>1009</lpage>. <pub-id pub-id-type="doi">10.1007/s11126-020-09869-5</pub-id><pub-id pub-id-type="pmid">33409928</pub-id></citation></ref>
<ref id="B27"><label>27.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname><given-names>T</given-names></name><name><surname>Zhu</surname><given-names>C</given-names></name><name><surname>Zheng</surname><given-names>S</given-names></name><name><surname>Liao</surname><given-names>Z</given-names></name><name><surname>Chen</surname><given-names>B</given-names></name><name><surname>Liao</surname><given-names>K</given-names></name><etal/></person-group> <article-title>A novel nomogram for predicting the risk of short-term recurrence after surgery in glioma patients</article-title>. <source>Front Oncol</source>. (<year>2021</year>) <volume>11</volume>:<fpage>740413</fpage>. <pub-id pub-id-type="doi">10.3389/fonc.2021.740413</pub-id><pub-id pub-id-type="pmid">34778058</pub-id></citation></ref>
<ref id="B28"><label>28.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Liu</surname><given-names>J</given-names></name><name><surname>Peh</surname><given-names>CX</given-names></name><name><surname>Simard</surname><given-names>S</given-names></name><name><surname>Griva</surname><given-names>K</given-names></name><name><surname>Mahendran</surname><given-names>R</given-names></name></person-group>. <article-title>Beyond the fear that lingers: the interaction between fear of cancer recurrence and rumination in relation to depression and anxiety symptoms</article-title>. <source>J Psychosom Res</source>. (<year>2018</year>) <volume>111</volume>:<fpage>120</fpage>&#x2013;<lpage>6</lpage>. <pub-id pub-id-type="doi">10.1016/j.jpsychores.2018.06.004</pub-id><pub-id pub-id-type="pmid">29935744</pub-id></citation></ref>
<ref id="B29"><label>29.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Heller</surname><given-names>W</given-names></name><name><surname>Nitschke</surname><given-names>JB</given-names></name><name><surname>Etienne</surname><given-names>MA</given-names></name><name><surname>Miller</surname><given-names>GA</given-names></name></person-group>. <article-title>Patterns of regional brain activity differentiate types of anxiety</article-title>. <source>J Abnorm Psychol</source>. (<year>1997</year>) <volume>106</volume>(<issue>3</issue>):<fpage>376</fpage>&#x2013;<lpage>85</lpage>. <pub-id pub-id-type="doi">10.1037//0021-843x.106.3.376</pub-id><pub-id pub-id-type="pmid">9241939</pub-id></citation></ref>
<ref id="B30"><label>30.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nelson</surname><given-names>BD</given-names></name><name><surname>Shankman</surname><given-names>SA</given-names></name></person-group>. <article-title>Visuospatial and mathematical dysfunction in major depressive disorder and/or panic disorder: a study of parietal functioning</article-title>. <source>Cogn Emot</source>. (<year>2016</year>) <volume>30</volume>(<issue>3</issue>):<fpage>417</fpage>&#x2013;<lpage>29</lpage>. <pub-id pub-id-type="doi">10.1080/02699931.2015.1009003</pub-id><pub-id pub-id-type="pmid">25707308</pub-id></citation></ref>
<ref id="B31"><label>31.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wei</surname><given-names>Z</given-names></name><name><surname>Ren</surname><given-names>L</given-names></name><name><surname>Wang</surname><given-names>X</given-names></name><name><surname>Liu</surname><given-names>C</given-names></name><name><surname>Cao</surname><given-names>M</given-names></name><name><surname>Hu</surname><given-names>M</given-names></name><etal/></person-group> <article-title>Network of depression and anxiety symptoms in patients with epilepsy</article-title>. <source>Epilepsy Res</source>. (<year>2021</year>) <volume>175</volume>:<fpage>106696</fpage>. <pub-id pub-id-type="doi">10.1016/j.eplepsyres.2021.106696</pub-id><pub-id pub-id-type="pmid">34186384</pub-id></citation></ref>
<ref id="B32"><label>32.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mesraoua</surname><given-names>B</given-names></name><name><surname>Deleu</surname><given-names>D</given-names></name><name><surname>Hassan</surname><given-names>AH</given-names></name><name><surname>Gayane</surname><given-names>M</given-names></name><name><surname>Lubna</surname><given-names>A</given-names></name><name><surname>Ali</surname><given-names>MA</given-names></name><etal/></person-group> <article-title>Dramatic outcomes in epilepsy: depression, suicide, injuries, and mortality</article-title>. <source>Curr Med Res Opin</source>. (<year>2020</year>) <volume>36</volume>(<issue>9</issue>):<fpage>1473</fpage>&#x2013;<lpage>80</lpage>. <pub-id pub-id-type="doi">10.1080/03007995.2020.1776234</pub-id><pub-id pub-id-type="pmid">32476500</pub-id></citation></ref>
<ref id="B33"><label>33.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Nazar</surname><given-names>G</given-names></name><name><surname>Ulloa</surname><given-names>N</given-names></name><name><surname>Martinez-Sanguinetti</surname><given-names>MA</given-names></name><name><surname>Leiva</surname><given-names>AM</given-names></name><name><surname>Petermann-Rocha</surname><given-names>F</given-names></name><name><surname>Martinez</surname><given-names>XD</given-names></name><etal/></person-group> <article-title>[Association between cognitive impairment and depression in Chilean older adults]</article-title>. <source>Rev Med Chil</source>. (<year>2020</year>) <volume>148</volume>(<issue>7</issue>):<fpage>947</fpage>&#x2013;<lpage>55</lpage>. <pub-id pub-id-type="doi">10.4067/S0034-98872020000700947</pub-id><pub-id pub-id-type="pmid">33399679</pub-id></citation></ref>
<ref id="B34"><label>34.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Wang</surname><given-names>YH</given-names></name><name><surname>Li</surname><given-names>JQ</given-names></name><name><surname>Shi</surname><given-names>JF</given-names></name><name><surname>Que</surname><given-names>JY</given-names></name><name><surname>Liu</surname><given-names>JJ</given-names></name><name><surname>Lappin</surname><given-names>JM</given-names></name><etal/></person-group> <article-title>Depression and anxiety in relation to cancer incidence and mortality: a systematic review and meta-analysis of cohort studies</article-title>. <source>Mol Psychiatry</source>. (<year>2020</year>) <volume>25</volume>(<issue>7</issue>):<fpage>1487</fpage>&#x2013;<lpage>99</lpage>. <pub-id pub-id-type="doi">10.1038/s41380-019-0595-x</pub-id><pub-id pub-id-type="pmid">31745237</pub-id></citation></ref>
<ref id="B35"><label>35.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shi</surname><given-names>C</given-names></name><name><surname>Lamba</surname><given-names>N</given-names></name><name><surname>Zheng</surname><given-names>LJ</given-names></name><name><surname>Cote</surname><given-names>D</given-names></name><name><surname>Regestein</surname><given-names>QR</given-names></name><name><surname>Liu</surname><given-names>CM</given-names></name><etal/></person-group> <article-title>Depression and survival of glioma patients: a systematic review and meta-analysis</article-title>. <source>Clin Neurol Neurosurg</source>. (<year>2018</year>) <volume>172</volume>:<fpage>8</fpage>&#x2013;<lpage>19</lpage>. <pub-id pub-id-type="doi">10.1016/j.clineuro.2018.06.016</pub-id><pub-id pub-id-type="pmid">29957299</pub-id></citation></ref>
<ref id="B36"><label>36.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Litofsky</surname><given-names>NS</given-names></name><name><surname>Farace</surname><given-names>E</given-names></name><name><surname>Anderson</surname><given-names>F</given-names><suffix>Jr</suffix></name><name><surname>Meyers</surname><given-names>CA</given-names></name><name><surname>Huang</surname><given-names>W</given-names></name><name><surname>Laws</surname><given-names>ER</given-names><suffix>Jr</suffix></name><etal/></person-group> <article-title>Depression in patients with high-grade glioma: results of the glioma outcomes project</article-title>. <source>Neurosurg</source>. (<year>2004</year>) <volume>54</volume>(<issue>2</issue>):<fpage>358</fpage>&#x2013;<lpage>66</lpage>. <comment>discussion 66&#x2013;7</comment>. <pub-id pub-id-type="doi">10.1227/01.neu.0000103450.94724.a2</pub-id></citation></ref>
<ref id="B37"><label>37.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Spiegel</surname><given-names>D</given-names></name><name><surname>Giese-Davis</surname><given-names>J</given-names></name></person-group>. <article-title>Depression and cancer: mechanisms and disease progression</article-title>. <source>Biol Psychiatry</source>. (<year>2003</year>) <volume>54</volume>(<issue>3</issue>):<fpage>269</fpage>&#x2013;<lpage>82</lpage>. <pub-id pub-id-type="doi">10.1016/s0006-3223(03)00566-3</pub-id><pub-id pub-id-type="pmid">12893103</pub-id></citation></ref>
<ref id="B38"><label>38.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Szelei</surname><given-names>A</given-names></name><name><surname>Dome</surname><given-names>P</given-names></name></person-group>. <article-title>Cancer and depression: a concise review</article-title>. <source>Orv Hetil</source>. (<year>2020</year>) <volume>161</volume>(<issue>22</issue>):<fpage>908</fpage>&#x2013;<lpage>16</lpage>. <pub-id pub-id-type="doi">10.1556/650.2020.31759</pub-id><pub-id pub-id-type="pmid">32453704</pub-id></citation></ref>
<ref id="B39"><label>39.</label><citation citation-type="journal"><person-group person-group-type="author"><name><surname>Krebber</surname><given-names>AM</given-names></name><name><surname>Buffart</surname><given-names>LM</given-names></name><name><surname>Kleijn</surname><given-names>G</given-names></name><name><surname>Riepma</surname><given-names>IC</given-names></name><name><surname>de Bree</surname><given-names>R</given-names></name><name><surname>Leemans</surname><given-names>CR</given-names></name><etal/></person-group> <article-title>Prevalence of depression in cancer patients: a meta-analysis of diagnostic interviews and self-report instruments</article-title>. <source>Psychooncol</source>. (<year>2014</year>) <volume>23</volume>(<issue>2</issue>):<fpage>121</fpage>&#x2013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.1002/pon.3409</pub-id></citation></ref></ref-list>
</back>
</article>