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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Nephrol.</journal-id>
<journal-title>Frontiers in Nephrology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Nephrol.</abbrev-journal-title>
<issn pub-type="epub">2813-0626</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fneph.2025.1600296</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Nephrology</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Quality of life and depression among chronic kidney disease patients: a tertiary care center cross-sectional study</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Nablawi</surname>
<given-names>Rana A.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Alghamdi</surname>
<given-names>Lama S.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn004">
<sup>&#x2021;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2821308/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Alshaikh</surname>
<given-names>Adnan E.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Alagha</surname>
<given-names>Abdullah M.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Alharbi</surname>
<given-names>Nada T.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3086875/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ali</surname>
<given-names>Abdulah H.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Khafaji</surname>
<given-names>Hassan A.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zarei</surname>
<given-names>Essam W. E</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/3016387/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Alzahrani</surname>
<given-names>Nabil A.</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Internal Medicine, Faculty of Medicine, King Abdulaziz University</institution>, <addr-line>Jeddah</addr-line>,&#xa0;<country>Saudi Arabia</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Faculty of Medicine, University of Jeddah</institution>, <addr-line>Jeddah</addr-line>,&#xa0;<country>Saudi Arabia</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Faculty of Medicine, King Abdulaziz University</institution>, <addr-line>Jeddah</addr-line>,&#xa0;<country>Saudi Arabia</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Faculty of Medicine, Taibah University</institution>, <addr-line>Medina</addr-line>,&#xa0;<country>Saudi Arabia</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2395980/overview">Lisbet Brandi</ext-link>, Nordsj&#xe6;llands Hospital, Denmark</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2587098/overview">Muhammad Daoud Butt</ext-link>, University of Malaya, Malaysia</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2670415/overview">Nikhil Raisinghani</ext-link>, Icahn School of Medicine at Mount Sinai, United States</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Essam W. E Zarei, <email xlink:href="mailto:e.wz@hotmail.com">e.wz@hotmail.com</email>
</p>
</fn>
<fn fn-type="other" id="fn004">
<p>&#x2021;ORCID: Lama S. Alghamdi, <uri xlink:href="https://orcid.org/0009-0009-4262-0367">orcid.org/0009-0009-4262-0367</uri>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>02</day>
<month>10</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>5</volume>
<elocation-id>1600296</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>03</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>17</day>
<month>09</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Nablawi, Alghamdi, Alshaikh, Alagha, Alharbi, Ali, Khafaji, Zarei and Alzahrani.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Nablawi, Alghamdi, Alshaikh, Alagha, Alharbi, Ali, Khafaji, Zarei and Alzahrani</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>Chronic kidney disease (CKD) is a severe health condition that involves a decline in kidney function, leading to high mortality rates in Saudi Arabia and globally. It often coexists with chronic non-communicable conditions such as hypertension and diabetes. As CKD progresses, patients experience psychological distress, anxiety, and depression, which can negatively impact their health and quality of life. This can lead to reduced treatment adherence, increased mortality, and poor quality of life.</p>
</sec>
<sec>
<title>Objective</title>
<p>This study sought to assess the prevalence of depression among CKD patients, investigate how quality of life (QoL) and depression vary across CKD stages, and examine the relationship between depression and QoL at different disease stages. This study was conducted at a tertiary care center in Jeddah, Saudi Arabia.</p>
</sec>
<sec>
<title>Methods</title>
<p>This cross-sectional research, conducted in Jeddah, Saudi Arabia, from February to May 2024, included 95 CKD patients who met the CKD diagnostic criteria as confirmed by a nephrologist. Pregnant women, dialysis patients, and patients under the age of 18 were excluded from the research. Patients&#x2019; contact information was gathered from electronic medical records at King Abdulaziz University Hospital (KAUH), and consent was sought over the phone. Depression was assessed in non-dialysis CKD patients using the Patient Health Questionnaire (PHQ-9), and health-related quality of life (HRQoL) was assessed using the 12-Item Short-Form Health Survey (SF-12) score. Demographic information, previous medical comorbidities, and estimated glomerular filtration rate (eGFR) were also considered. The 2012 Kidney Disease: Improving Global Outcomes (KDIGO) CKD classification was used to classify patients into stages. The research sought to give a full evaluation of patients&#x2019; mental and physical health.</p>
</sec>
<sec>
<title>Results</title>
<p>A total of 95 patients were included in this study, with a predominance of male gender (58.9%) and those who were aged 60 years and above (50.5%). Most patients were non-smokers (78.9%), and 45.3% were classified as non-obese patients. Comorbidities were widespread among these patients, especially hypertension (82.1%) and diabetes (74.7%). Regarding severity level measured by PHQ-9, the median score was 12.0, 28.4% of the patients were classified as having moderate depression, and the correlation between depression and physical activity (PCS12) and mental health (MCS12) was significantly negative. Multiple linear regression analysis showed that depression was significantly associated with lower physical and mental capacity scores, alongside older age and female gender.</p>
</sec>
<sec>
<title>Conclusion</title>
<p>This study emphasized the substantial impact of depressive symptoms among obese patients, highlighting the interplay between mental health and chronic physical conditions. Our findings suggest that specific risk factors such as fatigue, chronic illness, including hypertension, and prior mental health history are associated with increased vulnerability to depression. These insights underscore the importance of integrating routine mental health screening and individualized intervention strategies into patient care, particularly for those with comorbid conditions. Future research is needed to further explore the causal relationships and to inform more effective, targeted public health.</p>
</sec>
</abstract>
<kwd-group>
<kwd>chronic kidney disease</kwd>
<kwd>depression</kwd>
<kwd>quality of life</kwd>
<kwd>patient health questionnaire-9</kwd>
<kwd>12-item short form health survey</kwd>
<kwd>physical component summary score</kwd>
<kwd>mental component summary score</kwd>
</kwd-group>
<counts>
<fig-count count="3"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="33"/>
<page-count count="11"/>
<word-count count="4628"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Clinical Research in Nephrology</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Chronic kidney disease (CKD) is a progressive condition characterized by a gradual decline in kidney function, classified into distinct stages based on the severity. Globally, CKD is an escalating health burden, ranking among the major causes of mortality. In Saudi Arabia, it is the third leading cause of death (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). A notional laboratory-based study from 2015 to 2022 reported an overall CKD prevalence of 4.76%, with mostly stage 3 (3.5%) (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B4">4</xref>). As kidney function deteriorates, patients often face complex physical, emotional, and social challenges, leading to increased risk of co-existing comorbid conditions, including diabetes mellitus and cardiovascular disease, which contribute to functional decline and negatively impact quality of life (QoL) (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). While the physical consequences of CKD are well understood, the psychological aspect, particularly depression, remains underrecognized, especially among patients not yet receiving dialysis.</p>
<p>Depression is a prevalent mental health illness in CKD patients. A study conducted in 2022 confirmed that depression is more common among CKD patients, especially those experiencing end-stage renal disease (ESRD) (<xref ref-type="bibr" rid="B7">7</xref>). Furthermore, a Saudi-based study found that 24.6% of CKD patients undergoing hemodialysis had depression, with none receiving antidepressant treatment (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). Despite this, limited attention has been given to depressive symptoms and QoL in non-dialysis CKD populations.</p>
<p>Quality of life is a multidimensional concept encompassing physical, emotional, and social well-being. It is profoundly affected by CKD progression. Depression has been shown to correlate strongly with reduced QoL, and both factors have been linked to poor clinical outcomes, including lower treatment adherence, increased hospitalization, and elevated mortality rates (<xref ref-type="bibr" rid="B10">10</xref>&#x2013;<xref ref-type="bibr" rid="B12">12</xref>).</p>
<p>Recent evidence highlights the importance of assessing health-related quality of life (HRQoL) and using validated tools such as the Patient Health Questionnaire (PHQ-9) to evaluate depressive symptoms in chronic disease populations (<xref ref-type="bibr" rid="B13">13</xref>). These assessments provide critical insight into patient functioning and guide decision-making. CKD patients, especially those on dialysis, often report psychological and financial burden that further impacts their overall well-being. Enhancing patient education and integrating psychological support into CKD care can improve self-management and promote adherence to treatment plans (<xref ref-type="bibr" rid="B14">14</xref>).</p>
<p>While several studies have assessed depression and QoL in dialysis populations, the prevalence of depression and impact on health-related QoL remain underexplored in non-dialysis populations receiving conservative treatment for CKD (<xref ref-type="bibr" rid="B15">15</xref>). Divergent findings regarding the effects of age on QoL have been reported, with some studies negating its significance while others identifying age as the foremost determinant of QoL (<xref ref-type="bibr" rid="B16">16</xref>). Additionally, concerning related decision-making in the therapy plan for CKD, considering the choice of the better outcomes, in terms of the quality of life, survival percentage, and accompanying treatment options, between conservative therapy and dialysis (<xref ref-type="bibr" rid="B17">17</xref>), some studies have shown that conservative kidney management is a highly valuable replacement for traditional therapies for CKD patients (<xref ref-type="bibr" rid="B18">18</xref>). Six discriminations in CKD have also been investigated, with some studies finding that women have poorer outcomes than men (<xref ref-type="bibr" rid="B16">16</xref>).</p>
<p>Therefore, this study aimed to assess the prevalence of depression and evaluate its relationship with quality of life among non-dialysis CKD patients. By examining these outcomes across different CKD stages, we sought to better understand the psychological needs of this population and establish a supportive care plan that enhances patient quality of life and patient outcomes.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Study design and settings</title>
<p>This was a cross-sectional study conducted at a tertiary care center in Jeddah, Saudi Arabia, from February to May 2024. The objectives were to determine the prevalence of depression in patients with CKD, investigate and assess QoL and depression across the CKD stages, and ascertain the relationship between depression and QoL among CKD patients with their disease stages.</p>
</sec>
<sec id="s2_2">
<title>Study participants and ethical considerations</title>
<p>A total of 95 patients were diagnosed with CKD by a nephrologist according to the 2012 Kidney Disease: Improving Global Outcomes (KDIGO) guidelines. CKD was defined as abnormalities of kidney structure or function, present for more than 3 months, with health implications, including either an estimated glomerular filtration rate (eGFR) &lt;60 mL/min/1.73 m<sup>2</sup> or markers of kidney damage (such as albuminuria) for &#x2265;3 months (<xref ref-type="bibr" rid="B19">19</xref>, <xref ref-type="bibr" rid="B20">20</xref>).</p>
<p>Patients on dialysis (either hemodialysis or peritoneal dialysis) were excluded to avoid confounding, as this group has a known higher prevalence of depression due to treatment-related burdens. Additionally, pregnant women and individuals younger than 18 years were excluded. While prior psychiatric illness was not part of the exclusion criteria, we aimed to capture the current prevalence and severity of depression within non-dialysis CKD populations. However, all participants were assessed for depressive symptoms using the PHQ-9 at the time of enrollment. The study received approval from the Institutional Review Board (IRB) of KAUH (Reference Number 241-24).</p>
</sec>
<sec id="s2_3">
<title>Data collection</title>
<p>The data collection process started in March 2024, and all patients&#x2019; contact details were obtained from the internal medicine department&#x2019;s electronic medical records (EMRs) at KAUH. All CKD patients who visited KAUH from January 2017 to December 2022 were retrospectively collected. This temporal gap between the patient records and the conduction of the study was due to a major update to the hospital&#x2019;s data system, which enabled better access and review of the records. To mitigate this, the dataset was carefully reviewed to ensure that the variables and the outcomes remain consistent with current standards of care and diagnostic criteria.</p>
<p>We called each patient and acquired their verbal consent for the survey due to the retrospective nature of the study. The research team interviewed those who provided consent. This approach was approved by the IRB as ethically acceptable and aligned with the type of study.</p>
<p>All interviewers have received proper standardized training regarding the data collection process, which included instructions on how to administer each part of the questionnaires consistently and how to communicate naturally with the patients to reduce interviewer bias. We used a data collection sheet using Google Forms, including the PHQ-9 as a screening instrument for depression and the 12-item Short-Form Health Survey as an assessment tool for quality of life in non-dialysis CKD patients, both of which were validated and translated into Arabic to be used on Arabic populations (<xref ref-type="bibr" rid="B21">21</xref>, <xref ref-type="bibr" rid="B22">22</xref>). Clinical and sensitive variables such as drug use history were primarily extracted through patient self-report due to confidentiality issues.</p>
<p>Depression was categorized into five levels: minimal (0&#x2013;4), mild (5&#x2013;9), moderate (10&#x2013;14), moderately severe (15&#x2013;19), and severe (20&#x2013;27) (<xref ref-type="bibr" rid="B23">23</xref>).</p>
<p>The physical component summary (PCS) and the mental component summary (MCS) are two summary scores of the 12-Item Short-Form Health Survey (SF-12). All scales were assessed using the conventional approach from the SF-12 scoring manual. Each score runs from 0 to 100, with higher scores indicating greater health-related quality of life (HRQoL). A score of 50 or less on the PCS has been proposed as a cut-off to determine a physical condition; however, a score of 42 or less on the MCS may indicate clinical depression (<xref ref-type="bibr" rid="B24">24</xref>).</p>
<p>Demographic variables included age, gender, body mass index (BMI), smoking status, and alcohol or illegal drug use. Past medical comorbidities, such as diabetes mellitus, hypertension, heart failure, stroke, and dyslipidemia, were recorded. While illicit drug use is not a conventional comorbidity in CKD classification, it was included as a behavioral health variable due to its potential impact on mental health and treatment adherence.</p>
<p>The eGFR was calculated using the Chronic Kidney Disease Epidemiology Collaboration equation (CKD-EPI) creatinine-based formula (<xref ref-type="bibr" rid="B20">20</xref>) based on the most recent serum creatinine measurement before the survey. CKD staging followed the 2012 KDIGO CKD classification: stages G1 to G3a (eGFR &#x2265; 45 mL/min/1.73 m<sup>2</sup>) were grouped as early-stage CKD, while stages G3b to G5 (eGFR &lt; 45 mL/min/1.73 m<sup>2</sup>) were considered as late-stage CKD (<xref ref-type="bibr" rid="B25">25</xref>).</p>
</sec>
<sec id="s2_4">
<title>Statistical analysis</title>
<p>All statistical analyses were performed using the RStudio software (R version 4.3.1). Descriptive statistics were used to summarize the demographic and clinical characteristics of the patients. Continuous variables were reported as median [interquartile range (IQR)] and mean &#xb1; SD, while categorical variables were presented as frequencies and percentages. Generalized linear regression analysis was conducted for univariable and multivariable analyses to identify significant factors associated with the PHQ-9, PCS12, and MCS12 scores. The multivariable models included the significantly associated variables from the univariable analysis to be used as independent variables. The depression scores (PHQ-9) and quality of life (PCS12 and MCS12) were used as dependent variables, each in a separate model. A p-value &lt;0.05 was considered statistically significant, and no formal adjustments for multiple comparisons were applied, as the analyses were exploratory and intended to identify potential associations to guide future research. There were no missing data.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Demographic and clinical characteristics of patients</title>
<p>The study included a total of 95 CKD patients, with the majority being 60 years or older (50.5%) and predominantly male (58.9%). Most patients were non-smokers (78.9%), with a smaller proportion being current smokers (4.2%) or ex-smokers (16.8%). In terms of BMI, a significant number of patients were classified as obese (54.7%), followed by overweight (26.3%). The prevalence of comorbid conditions was notably high, with diabetes (74.7%), hypertension (82.1%), and dyslipidemia (42.1%) being the most common. Most patients were in the early stages of CKD (stages 1 to 3, 73.7%), with the remaining in the late stages (stages 4 and 5, 26.3%; <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). More details about the frequencies of CKD stages are depicted in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Demographic and clinical characteristics of patients.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Characteristic</th>
<th valign="middle" align="center">Description</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="middle" colspan="2" align="left">Age</th>
</tr>
<tr>
<td valign="middle" align="center">18 to &lt;30</td>
<td valign="middle" align="center">7 (7.4%)</td>
</tr>
<tr>
<td valign="middle" align="center">30 to &lt;45</td>
<td valign="middle" align="center">9 (9.5%)</td>
</tr>
<tr>
<td valign="middle" align="center">45 to &lt;60</td>
<td valign="middle" align="center">31 (32.6%)</td>
</tr>
<tr>
<td valign="middle" align="center">60 or more</td>
<td valign="middle" align="center">48 (50.5%)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">Gender</th>
</tr>
<tr>
<td valign="middle" align="center">Male</td>
<td valign="middle" align="center">56 (58.9%)</td>
</tr>
<tr>
<td valign="middle" align="center">Female</td>
<td valign="middle" align="center">39 (41.1%)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">Smoking status</th>
</tr>
<tr>
<td valign="middle" align="center">Current smoker</td>
<td valign="middle" align="center">4 (4.2%)</td>
</tr>
<tr>
<td valign="middle" align="center">Ex-smoker</td>
<td valign="middle" align="center">16 (16.8%)</td>
</tr>
<tr>
<td valign="middle" align="center">Non-smoker</td>
<td valign="middle" align="center">75 (78.9%)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">BMI</th>
</tr>
<tr>
<td valign="middle" align="center">Underweight</td>
<td valign="middle" align="center">1 (1.1%)</td>
</tr>
<tr>
<td valign="middle" align="center">Healthy</td>
<td valign="middle" align="center">17 (17.9%)</td>
</tr>
<tr>
<td valign="middle" align="center">Overweight</td>
<td valign="middle" align="center">25 (26.3%)</td>
</tr>
<tr>
<td valign="middle" align="center">Obese</td>
<td valign="middle" align="center">52 (54.7%)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">Comorbidities</th>
</tr>
<tr>
<td valign="middle" align="center">Diabetes</td>
<td valign="middle" align="center">71 (74.7%)</td>
</tr>
<tr>
<td valign="middle" align="center">Hypertension</td>
<td valign="middle" align="center">78 (82.1%)</td>
</tr>
<tr>
<td valign="middle" align="center">Heart failure</td>
<td valign="middle" align="center">3 (3.2%)</td>
</tr>
<tr>
<td valign="middle" align="center">Stroke</td>
<td valign="middle" align="center">8 (8.4%)</td>
</tr>
<tr>
<td valign="middle" align="center">Dyslipidemia</td>
<td valign="middle" align="center">40 (42.1%)</td>
</tr>
<tr>
<td valign="middle" align="center">Alcohol or illicit drug</td>
<td valign="middle" align="center">2 (2.1%)</td>
</tr>
<tr>
<th valign="middle" colspan="2" align="left">CKD stage</th>
</tr>
<tr>
<td valign="middle" align="center">Early</td>
<td valign="middle" align="center">70 (73.7%)</td>
</tr>
<tr>
<td valign="middle" align="center">Late</td>
<td valign="middle" align="center">25 (26.3%) n</td>
</tr>
<tr>
<td valign="middle" colspan="2" align="center">n (%)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>BMI, body mass index; CKD, chronic kidney disease.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>The frequencies of patients with different CKD stages. CKD, chronic kidney disease.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fneph-05-1600296-g001.tif">
<alt-text content-type="machine-generated">Bar chart displaying the number of cases (N) at different CKD stages. Stage 1 has 9 cases, Stage 2 has 24, Stage 3 has 37, Stage 4 has 18, and Stage 5 has 7 cases.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_2">
<title>Description of depression and quality of life</title>
<p>The median PHQ-9 score for depression was 12.0 (IQR: 3.0&#x2013;16.0), ranging from 0.0 to 27.0 (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>). Depression severity among patients was categorized as none&#x2013;minimal (16.8%), mild (13.7%), moderate (28.4%), moderately severe (23.2%), and severe (17.9%, <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Description of the numerical scores.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Characteristic</th>
<th valign="middle" align="center">Median (IQR)</th>
<th valign="middle" align="center">Mean &#xb1; SD</th>
<th valign="middle" align="center">Min&#x2013;Max</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">PHQ-9 score (depression)</td>
<td valign="middle" align="center">12.0 (3.0&#x2013;16.0)</td>
<td valign="middle" align="center">10.7 &#xb1; 7.1</td>
<td valign="middle" align="center">0.0&#x2013;27.0</td>
</tr>
<tr>
<td valign="middle" align="left">PCS12</td>
<td valign="middle" align="center">44.2 (34.6&#x2013;50.2)</td>
<td valign="middle" align="center">42.7 &#xb1; 10.3</td>
<td valign="middle" align="center">21.1&#x2013;60.7</td>
</tr>
<tr>
<td valign="middle" align="left">MCS12</td>
<td valign="middle" align="center">39.6 (32.5&#x2013;50.1)</td>
<td valign="middle" align="center">41.2 &#xb1; 11.6</td>
<td valign="middle" align="center">16.0&#x2013;59.7</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>PHQ, Patient Health Questionnaire; PCS, physical component summary; MCS, mental component summary; IQR, interquartile range; SD, standard deviation.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>A pie chart depicting the proportion of depression categories.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fneph-05-1600296-g002.tif">
<alt-text content-type="machine-generated">Pie chart depicting the severity of depression. Minimal: 16.8% (red), Mild: 13.7% (blue), Moderate: 28.4% (green), Moderately severe: 23.2% (purple), Severe: 17.9% (orange).</alt-text>
</graphic>
</fig>
<p>The Physical Component Summary (PCS12) had a median score of 44.2 (IQR: 34.6&#x2013;50.2), whereas the Mental Component Summary (MCS12) had a median score of 39.6 (IQR: 32.5&#x2013;50.1, <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
</sec>
<sec id="s3_3">
<title>Factors and predictors of the depression score</title>
<p>In the univariable analysis, significant factors of higher PHQ-9 scores included age 60 or more (beta = 6.7, 95% CI: 1.2 to 12, p = 0.019) and female gender (beta = 3.0, 95% CI: 0.15 to 5.8, p = 0.042). Multivariable regression confirmed age 60 or more (beta = 6.66, 95% CI: 1.24 to 12.1, p = 0.018) and female gender (beta = 3.03, 95% CI: 0.20 to 5.85, p = 0.038) as significant predictors. Other factors such as smoking status, BMI, comorbidities, illicit drug use, and CKD stage were not significant predictors (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). The bivariate correlations indicated a negative correlation between the PHQ-9 score and both the PCS12 (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3A</bold>
</xref>) and the MCS12 (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3B</bold>
</xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Factors and predictors of the PHQ-9 score as indicators of depression.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="center">Characteristic</th>
<th valign="middle" colspan="3" align="center">Univariable analysis</th>
<th valign="middle" colspan="3" align="center">Multivariable regression</th>
</tr>
<tr>
<th valign="middle" align="center">Beta</th>
<th valign="middle" align="center">95% CI</th>
<th valign="middle" align="center">p-Value</th>
<th valign="middle" align="center">Beta</th>
<th valign="middle" align="center">95% CI</th>
<th valign="middle" align="center">p-Value</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="middle" colspan="7" align="left">Age</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;18 to &lt;30</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;30 to &lt;45</td>
<td valign="middle" align="center">6.5</td>
<td valign="middle" align="center">&#x2212;0.40, 13</td>
<td valign="middle" align="center">0.068</td>
<td valign="middle" align="center">7.10</td>
<td valign="middle" align="center">0.32, 13.9</td>
<td valign="middle" align="center">0.043</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;45 to &lt;60</td>
<td valign="middle" align="center">5.5</td>
<td valign="middle" align="center">&#x2212;0.21, 11</td>
<td valign="middle" align="center">0.062</td>
<td valign="middle" align="center">5.62</td>
<td valign="middle" align="center">0.02, 11.2</td>
<td valign="middle" align="center">0.052</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;60 or more</td>
<td valign="middle" align="center">6.7</td>
<td valign="middle" align="center">1.2, 12</td>
<td valign="middle" align="center">0.019</td>
<td valign="middle" align="center">6.66</td>
<td valign="middle" align="center">1.24, 12.1</td>
<td valign="middle" align="center">0.018</td>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">Gender</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Male</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Female</td>
<td valign="middle" align="center">3.0</td>
<td valign="middle" align="center">0.15, 5.8</td>
<td valign="middle" align="center">0.042</td>
<td valign="middle" align="center">3.03</td>
<td valign="middle" align="center">0.20, 5.85</td>
<td valign="middle" align="center">0.038</td>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">Smoking status</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Current smoker</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Ex-smoker</td>
<td valign="middle" align="center">3.2</td>
<td valign="middle" align="center">&#x2212;4.5, 11</td>
<td valign="middle" align="center">0.416</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Non-smoker</td>
<td valign="middle" align="center">5.9</td>
<td valign="middle" align="center">&#x2212;1.2, 13</td>
<td valign="middle" align="center">0.105</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">BMI</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Underweight/healthy</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Overweight</td>
<td valign="middle" align="center">1.0</td>
<td valign="middle" align="center">&#x2212;3.3, 5.4</td>
<td valign="middle" align="center">0.639</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Obese</td>
<td valign="middle" align="center">1.2</td>
<td valign="middle" align="center">&#x2212;2.6, 5.1</td>
<td valign="middle" align="center">0.527</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">Diabetes</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;No</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Yes</td>
<td valign="middle" align="center">2.8</td>
<td valign="middle" align="center">&#x2212;0.44, 6.0</td>
<td valign="middle" align="center">0.094</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">Hypertension</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;No</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Yes</td>
<td valign="middle" align="center">&#x2212;1.2</td>
<td valign="middle" align="center">&#x2212;4.9, 2.5</td>
<td valign="middle" align="center">0.534</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">Heart failure</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;No</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Yes</td>
<td valign="middle" align="center">3.4</td>
<td valign="middle" align="center">&#x2212;4.7, 12</td>
<td valign="middle" align="center">0.410</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">Stroke</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;No</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Yes</td>
<td valign="middle" align="center">0.77</td>
<td valign="middle" align="center">&#x2212;4.4, 5.9</td>
<td valign="middle" align="center">0.771</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">Dyslipidemia</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;No</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Yes</td>
<td valign="middle" align="center">0.13</td>
<td valign="middle" align="center">&#x2212;2.8, 3.0</td>
<td valign="middle" align="center">0.929</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">Alcohol or illicit drug</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;No</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Yes</td>
<td valign="middle" align="center">&#x2212;5.3</td>
<td valign="middle" align="center">&#x2212;15, 4.6</td>
<td valign="middle" align="center">0.298</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">CKD stage</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Early</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Late</td>
<td valign="middle" align="center">0.06</td>
<td valign="middle" align="center">&#x2212;3.2, 3.3</td>
<td valign="middle" align="center">0.970</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>CI, confidence interval; BMI, body mass index; CKD, chronic kidney disease; PHQ, Patient Health Questionnaire.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Bivariate correlations between the depression score and physical component score <bold>(A)</bold> and between the depression score and mental component score <bold>(B)</bold>.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fneph-05-1600296-g003.tif">
<alt-text content-type="machine-generated">Scatter plots labeled A and B. Plot A shows a negative correlation between PHQ scores and Physical Component scores with a trend line and confidence interval. Plot B shows a similar negative correlation with Mental Component scores. Both graphs have PHQ on the x-axis.</alt-text>
</graphic>
</fig>
</sec>
<sec id="s3_4">
<title>Factors and predictors of the physical component score</title>
<p>The univariable analysis identified age (beta = &#x2212;12, 95% CI: &#x2212;21 to &#x2212;1.7, p = 0.024 for those aged 30 to &lt;45 years; beta = &#x2212;9.1, 95% CI: &#x2212;17 to &#x2212;0.97, p = 0.031 for those aged 45 to &lt;60 years; and beta = &#x2212;12, 95% CI: &#x2212;20 to &#x2212;3.8, p = 0.004 for those aged 60 or more), diabetes (beta = &#x2212;5.8, 95% CI: &#x2212;10 to &#x2212;1.2, p = 0.015), and the PHQ-9 score (beta = &#x2212;0.96, 95% CI: &#x2212;1.2 to &#x2212;0.74, p &lt; 0.001) as significant factors associated with lower PCS scores. However, multivariable regression showed that the PHQ-9 score for depression (beta = &#x2212;0.89, 95% CI: &#x2212;1.12 to &#x2212;0.66, p &lt; 0.001) was the only significant independent predictor (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>).</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Factors and predictors of the physical component score as indicators of physical quality of life.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="center">Characteristic</th>
<th valign="middle" colspan="3" align="center">Univariable analysis</th>
<th valign="middle" colspan="3" align="center">Multivariable regression</th>
</tr>
<tr>
<th valign="middle" align="center">Beta</th>
<th valign="middle" align="center">95% CI</th>
<th valign="middle" align="center">p-Value</th>
<th valign="middle" align="center">Beta</th>
<th valign="middle" align="center">95% CI</th>
<th valign="middle" align="center">p-Value</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="middle" colspan="7" align="left">Age</th>
</tr>
<tr>
<td valign="middle" align="center">18 to &lt;30</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">30 to &lt;45</td>
<td valign="middle" align="center">&#x2212;12</td>
<td valign="middle" align="center">&#x2212;21, &#x2212;1.7</td>
<td valign="middle" align="center">0.024</td>
<td valign="middle" align="center">&#x2212;5.28</td>
<td valign="middle" align="center">&#x2212;13.0, 2.44</td>
<td valign="middle" align="center">0.184</td>
</tr>
<tr>
<td valign="middle" align="center">45 to &lt;60</td>
<td valign="middle" align="center">&#x2212;9.1</td>
<td valign="middle" align="center">&#x2212;17, &#x2212;0.97</td>
<td valign="middle" align="center">0.031</td>
<td valign="middle" align="center">&#x2212;2.72</td>
<td valign="middle" align="center">&#x2212;9.40, 3.96</td>
<td valign="middle" align="center">0.427</td>
</tr>
<tr>
<td valign="middle" align="center">60 or more</td>
<td valign="middle" align="center">&#x2212;12</td>
<td valign="middle" align="center">&#x2212;20, &#x2212;3.8</td>
<td valign="middle" align="center">0.004</td>
<td valign="middle" align="center">&#x2212;4.13</td>
<td valign="middle" align="center">&#x2212;10.7, 2.44</td>
<td valign="middle" align="center">0.221</td>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">Gender</th>
</tr>
<tr>
<td valign="middle" align="center">Male</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Female</td>
<td valign="middle" align="center">&#x2212;2.4</td>
<td valign="middle" align="center">&#x2212;6.6, 1.8</td>
<td valign="middle" align="center">0.266</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">Smoking status</th>
</tr>
<tr>
<td valign="middle" align="center">Current smoker</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Ex-smoker</td>
<td valign="middle" align="center">&#x2212;7.6</td>
<td valign="middle" align="center">&#x2212;19, 3.6</td>
<td valign="middle" align="center">0.187</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Non-smoker</td>
<td valign="middle" align="center">&#x2212;9.1</td>
<td valign="middle" align="center">&#x2212;19, 1.2</td>
<td valign="middle" align="center">0.087</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">BMI</th>
</tr>
<tr>
<td valign="middle" align="center">Underweight/healthy</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Overweight</td>
<td valign="middle" align="center">0.61</td>
<td valign="middle" align="center">&#x2212;5.7, 6.9</td>
<td valign="middle" align="center">0.850</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Obese</td>
<td valign="middle" align="center">0.52</td>
<td valign="middle" align="center">&#x2212;5.0, 6.1</td>
<td valign="middle" align="center">0.856</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">Diabetes</th>
</tr>
<tr>
<td valign="middle" align="center">No</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Yes</td>
<td valign="middle" align="center">&#x2212;5.8</td>
<td valign="middle" align="center">&#x2212;10, &#x2212;1.2</td>
<td valign="middle" align="center">0.015</td>
<td valign="middle" align="center">&#x2212;2.92</td>
<td valign="middle" align="center">&#x2212;6.81, 0.96</td>
<td valign="middle" align="center">0.144</td>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">Hypertension</th>
</tr>
<tr>
<td valign="middle" align="center">No</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Yes</td>
<td valign="middle" align="center">2.5</td>
<td valign="middle" align="center">&#x2212;2.9, 7.8</td>
<td valign="middle" align="center">0.374</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">Heart failure</th>
</tr>
<tr>
<td valign="middle" align="center">No</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Yes</td>
<td valign="middle" align="center">&#x2212;3.5</td>
<td valign="middle" align="center">&#x2212;15, 8.3</td>
<td valign="middle" align="center">0.562</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">Stroke</th>
</tr>
<tr>
<td valign="middle" align="center">No</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Yes</td>
<td valign="middle" align="center">&#x2212;4.2</td>
<td valign="middle" align="center">&#x2212;12, 3.2</td>
<td valign="middle" align="center">0.266</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">Dyslipidemia</th>
</tr>
<tr>
<td valign="middle" align="center">No</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Yes</td>
<td valign="middle" align="center">&#x2212;2.0</td>
<td valign="middle" align="center">&#x2212;6.2, 2.1</td>
<td valign="middle" align="center">0.341</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">Alcohol or illicit drug</th>
</tr>
<tr>
<td valign="middle" align="center">No</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Yes</td>
<td valign="middle" align="center">7.4</td>
<td valign="middle" align="center">&#x2212;6.9, 22</td>
<td valign="middle" align="center">0.313</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<th valign="middle" colspan="7" align="left">CKD stage</th>
</tr>
<tr>
<td valign="middle" align="center">Early</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">Late</td>
<td valign="middle" align="center">2.1</td>
<td valign="middle" align="center">&#x2212;2.6, 6.8</td>
<td valign="middle" align="center">0.374</td>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="center">PHQ-9 score (depression)</td>
<td valign="middle" align="center">&#x2212;0.96</td>
<td valign="middle" align="center">&#x2212;1.2, &#x2212;0.74</td>
<td valign="middle" align="center">&lt;0.001</td>
<td valign="middle" align="center">&#x2212;0.89</td>
<td valign="middle" align="center">&#x2212;1.12, &#x2212;0.66</td>
<td valign="middle" align="center">&lt;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>CI, confidence interval; BMI, body mass index; CKD, chronic kidney disease; PHQ, Patient Health Questionnaire.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_5">
<title>Factors and predictors of the mental component score</title>
<p>The univariable analysis identified the PHQ-9 score for depression (beta = &#x2212;1.18, 95% CI: &#x2212;1.41 to &#x2212;0.95, p &lt; 0.001) as the sole significant factor for lower MCS scores (<xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref>). Therefore, conducting a multivariable model for MCS12 prediction was not feasible.</p>
<table-wrap id="T5" position="float">
<label>Table&#xa0;5</label>
<caption>
<p>Factors and predictors of the mental component score as indicators of mental quality of life.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Characteristic</th>
<th valign="middle" colspan="3" align="center">Univariable analysis</th>
</tr>
<tr>
<th valign="middle" align="center">Beta</th>
<th valign="middle" align="center">95% CI</th>
<th valign="middle" align="center">p-Value</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="middle" colspan="4" align="left">Age</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;18 to &lt;30</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;30 to &lt;45</td>
<td valign="middle" align="center">&#x2212;5.4</td>
<td valign="middle" align="center">&#x2212;17, 5.9</td>
<td valign="middle" align="center">0.354</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;45 to &lt;60</td>
<td valign="middle" align="center">&#x2212;2.3</td>
<td valign="middle" align="center">&#x2212;12, 7.1</td>
<td valign="middle" align="center">0.635</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;60 or more</td>
<td valign="middle" align="center">&#x2212;7.9</td>
<td valign="middle" align="center">&#x2212;17, 1.1</td>
<td valign="middle" align="center">0.090</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Gender</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Male</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Female</td>
<td valign="middle" align="center">&#x2212;4.2</td>
<td valign="middle" align="center">&#x2212;8.9, 0.48</td>
<td valign="middle" align="center">0.082</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Smoking status</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Current smoker</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Ex-smoker</td>
<td valign="middle" align="center">&#x2212;2.1</td>
<td valign="middle" align="center">&#x2212;15, 10</td>
<td valign="middle" align="center">0.747</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Non-smoker</td>
<td valign="middle" align="center">&#x2212;7.8</td>
<td valign="middle" align="center">&#x2212;19, 3.7</td>
<td valign="middle" align="center">0.189</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">BMI</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Underweight/healthy</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Overweight</td>
<td valign="middle" align="center">&#x2212;2.6</td>
<td valign="middle" align="center">&#x2212;9.7, 4.5</td>
<td valign="middle" align="center">0.472</td>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Obese</td>
<td valign="middle" align="center">&#x2212;0.47</td>
<td valign="middle" align="center">&#x2212;6.7, 5.8</td>
<td valign="middle" align="center">0.884</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Diabetes</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;No</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Yes</td>
<td valign="middle" align="center">&#x2212;1.4</td>
<td valign="middle" align="center">&#x2212;6.8, 3.9</td>
<td valign="middle" align="center">0.600</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Hypertension</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;No</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Yes</td>
<td valign="middle" align="center">&#x2212;0.65</td>
<td valign="middle" align="center">&#x2212;6.8, 5.5</td>
<td valign="middle" align="center">0.835</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Heart failure</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;No</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Yes</td>
<td valign="middle" align="center">&#x2212;6.8</td>
<td valign="middle" align="center">&#x2212;20, 6.5</td>
<td valign="middle" align="center">0.320</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Stroke</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;No</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Yes</td>
<td valign="middle" align="center">0.57</td>
<td valign="middle" align="center">&#x2212;7.9, 9.0</td>
<td valign="middle" align="center">0.894</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Dyslipidemia</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;No</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Yes</td>
<td valign="middle" align="center">&#x2212;0.56</td>
<td valign="middle" align="center">&#x2212;5.3, 4.2</td>
<td valign="middle" align="center">0.818</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">Alcohol or illicit drug</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;No</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Yes</td>
<td valign="middle" align="center">&#x2212;2.1</td>
<td valign="middle" align="center">&#x2212;18, 14</td>
<td valign="middle" align="center">0.799</td>
</tr>
<tr>
<th valign="middle" colspan="4" align="left">CKD stage</th>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Early</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center">Reference</td>
<td valign="middle" align="center"/>
</tr>
<tr>
<td valign="middle" align="left">&#x2003;Late</td>
<td valign="middle" align="center">&#x2212;4.5</td>
<td valign="middle" align="center">&#x2212;9.8, 0.71</td>
<td valign="middle" align="center">0.094</td>
</tr>
<tr>
<td valign="middle" align="left">PHQ-9 score (depression)</td>
<td valign="middle" align="center">&#x2212;1.18</td>
<td valign="middle" align="center">&#x2212;1.41, &#x2212;0.95</td>
<td valign="middle" align="center">&lt;0.001</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>CI, confidence interval; BMI, body mass index; CKD, chronic kidney disease; PHQ, Patient Health Questionnaire.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>In this study, we aimed to assess the prevalence of depression and quality of life among CKD patients. We investigated 95 CKD patients, most of whom were older, aged 60 years or older (50.5%), and men (58.9%). This is in line with previous research in the field, demonstrating the potential vulnerability of these subgroups to both increased depression risk and decreased quality of life (<xref ref-type="bibr" rid="B26">26</xref>). Despite being conducted in a single but tertiary center, we believe that the sample is reasonably representative of a broader CKD population due to the inclusion of different age groups, genders, CKD stages, and comorbidities in Saudi Arabia.</p>
<p>The prevalence of comorbid diseases such as hypertension (82.1%), diabetes (74.7%), and dyslipidemia (42.1%) among CKD patients in this study was notable and aligns with prior findings. For instance, a US study showed that CKD patients had a similar prevalence of diabetes and hypertension to our study, which suggests the interrelationship between these diseases and the development of CKD (<xref ref-type="bibr" rid="B27">27</xref>). However, these comorbidities not only increase the progression of CKD but also affect its management and, therefore, affect the patient&#x2019;s quality of life (<xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B28">28</xref>).</p>
<p>Moreover, our study observed that most of our patients were in early stages of CKD, in which 73.7% were in stages 1&#x2013;3, with a lower percentage of 26.3% in the late stages, stages 4 and 5. These observations align with those of the International Society of Nephrology, which indicates that CKD is usually diagnosed in its early stages (<xref ref-type="bibr" rid="B29">29</xref>). A possible explanation for this finding is the presence of screening efforts and increased awareness about CKD, which agrees with a Chinese study (<xref ref-type="bibr" rid="B30">30</xref>). Regardless of these efforts, the progression of CKD to late stages is still a major concern. This demonstrates the need for more effective interventions and more investigations into the factors that could affect the progression of the disease.</p>
<p>Additionally, this study showed that the median PHQ-9 score for depression among CKD patients was 12.0, which ranges from 0.0 to 27.0. We also found that the largest percentage of the patients suffered from moderate depression (28.4%), a less significant percentage suffered from moderately severe depression (23.2%), and 17.9% suffered from severe depression. These findings coincide with those of the Palmer et&#xa0;al. study, which indicates a significant occurrence of depression among CKD patients (<xref ref-type="bibr" rid="B31">31</xref>). Moreover, the disparity in the depression severity in this study illustrates the complex interplay of psychological factors that influence CKD patients, pointing out the importance of routine mental health assessment and a directed management plan. A possible explanation for the high severity scores of the depressive symptoms that are experienced by CKD patients is that these patients face significant emotional distress, which negatively impacts their quality of life and may affect their physical health.</p>
<p>Furthermore, when investigating the variables of higher PHQ-9 scores, we found that age 60 and older and female gender were significant. However, smoking status, BMI, comorbidities, illicit drug usage, and CKD stage were not significant predictors. Although smokers in our sample appeared to have lower PHQ-9 scores, the association was not statistically significant and should not be interpreted as protective. These findings are consistent with those of a Jordanian study, which indicated the possible susceptibility of these subgroups to develop more severe depressive symptoms (<xref ref-type="bibr" rid="B32">32</xref>). However, a possible explanation for the lack of significance for other factors is that the psychological burden and the effects on depression of CKD exceed the disease&#x2019;s physical severity. As for this issue, addressing the mental and psychological needs of all CKD patients is required, regardless of their CKD stages or the presence of other comorbidities.</p>
<p>Moreover, several studies have found a strong association between depression and chronic conditions such as diabetes and hypertension; our findings did not suggest these associations. This may be related to sample size limitations and the presence of unmeasured confounding factors. Moreover, it is possible that the psychological effect of CKD may overshadow the effect of individual comorbidities on depression severity.</p>
<p>Also, our study found that there is a relationship between PHQ-9 score and poorer physical component summary (PCS12) and mental component summary (MCS12). This indicates that depression symptoms have a major impact on both the mental and physical health of CKD patients. This aligned with other research, which demonstrated that depression coexisting with CKD may have important additional adverse effects on functional status and physical health (<xref ref-type="bibr" rid="B31">31</xref>). Also, our study&#x2019;s univariable analysis showed that age and diabetes are associated with lower PCS scores. However, in our multivariable analysis, only depressive symptoms remained a significant predictor of PCS scores. This indicates that depressive symptoms have a more significant effect on physical health. Other research revealed that depression was associated with subjective well-being, physical well-being, and environmental circumstances (<xref ref-type="bibr" rid="B33">33</xref>). Moreover, our study&#x2019;s univariable analysis showed that the PHQ-9 score was a significant factor for mental component summary (MCS 12) scores.</p>
<p>Our study has several limitations. First, the sample size of only 95 patients restricts the generalizability of the results, which is one of the study&#x2019;s many drawbacks, and this could also affect the subgroup analysis. Second, self-reported quality of life (MCS 12 and PCS 12) and depression (PHQ-9) assessments may have increased bias response. Due to another aspect that affects the accuracy of the findings, the patient may overreport or underreport depressive symptoms. Moreover, self-perception could be affected by temporary emotional conditions, which could affect the patient at the time of the interview. Third, patients&#x2019; sensitive variable details, such as illicit drug use, were based only on self-reported data collected from the patient. Data were not cross-validated with hospital records due to confidentiality issues. Lastly, uncontrollable factors that affect both depression and quality of life were not taken into consideration in this study, including socioeconomic status, cultural factors, medication adherence, and social support.</p>
<p>However, the study&#x2019;s recruitment method, which relied on contact information from medical records and obtaining phone consent, may have introduced participation bias, as patients who were more ill, less motivated, or unreachable may be underrepresented. Additionally, response rates and refusal counts were not systematically recorded.</p>
<p>Finally, while our results support depression screening in CKD care, recommendations should be interpreted in the context of our single tertiary-center Saudi cohort. Broader application requires validation in multicenter and cross-cultural settings. In practice, screening could be integrated using brief tools like PHQ-9 during clinic visits. Positive screens should lead to structured referral pathways, staff training in symptom recognition, and inclusion of mental health professionals in nephrology teams. Further research is needed and should build on the limitations in our study to identify the complex relationship between CKD and the development of depression.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusion</title>
<p>The purpose of the study was to ascertain the prevalence of depression in individuals with CKD, investigate and evaluate depression and QoL with various stages of the disease, and ascertain the relationship between these variables in CKD patients. We discovered that more than half of the patients had moderately to moderately severe depression, and nearly three-quarters of the patients were in the early stages of CKD. Furthermore, in comparison to the SF-12 questionnaire summary score cut-off, the CKD patients in our study exhibited lower quality of life levels. The significant risk factors for increased depression were female gender and age 60 and older. There was a negative link between the patient&#x2019;s quality of life and the degree of depression, while other variables, including smoking status, BMI, comorbidities, illicit drug use, and CKD stage, were also not significant predictors. Patients with diabetes, those over 30, and the PHQ-9 score of depression were all found to be significantly linked with decreased PCS scores. The only significant factor for lower MCS scores was the PHQ-9 score for depression, as this was a cross-sectional study; these relationships represent associations and do not imply causality.</p>
<p>Lastly, we recommend using a validated questionnaire like the PHQ-9 to screen all CKD patients for depression, particularly those over 60 and women. In addition, treating depression in CKD patients implies a multidisciplinary team approach. Additionally, we advise educating CKD patients specifically about the dangers of depression and low quality of life, as well as providing ongoing care and monitoring. To clarify the risk of depression and low quality of life in patients with non-dialysis chronic kidney disease, larger sample sizes must be used in future studies.</p>
</sec>
</body>
<back>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>RN: Supervision, Writing &#x2013; review &amp; editing. LA: Methodology, Writing &#x2013; review &amp; editing. AEA: Writing &#x2013; original draft. AMA: Writing &#x2013; original draft. NA: Software, Writing &#x2013; review &amp; editing. AHA: Writing &#x2013; original draft. HK: Writing &#x2013; review &amp; editing. EZ: Data curation, Methodology, Resources, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. NA: Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The authors declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>The authors would like to thank all of the participants for their contributions to this study.</p>
</ack>
<sec id="s9" 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="s10" sec-type="ai-statement">
<title>Generative AI statement</title>
<p>The authors declare that no generative AI was used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p>
</sec>
<sec id="s11" 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>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr" id="abbrev1">
<p>CKD, chronic kidney disease; QoL, quality of life; KAUH, King Abdulaziz University Hospital; PHQ-9, Patient Health Questionnaire; HRQoL, health-related quality of life; The 2012 KDIGO CKD classification, 2012 Kidney Disease Improving Global Outcomes; SF-12, 12-Item Short-Form Health Survey; PCS12, Physical Component Summary 12; MCS12, Mental Component Summary 12; ESRD, end-stage renal disease; EMR, electronic medical record; BMI, body mass index; eGFR, estimated glomerular filtration rate; IQR, interquartile range; SD, standard deviation; CI, confidence interval.</p>
</fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aggarwal</surname> <given-names>HK</given-names>
</name>
<name>
<surname>Jain</surname> <given-names>D</given-names>
</name>
<name>
<surname>Pawar</surname> <given-names>S</given-names>
</name>
<name>
<surname>Yadav</surname> <given-names>RK</given-names>
</name>
</person-group>. <article-title>Health-related quality of life in different stages of chronic kidney disease</article-title>. <source>QJM</source>. (<year>2016</year>) <volume>109</volume>:<page-range>711&#x2013;6</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1093/qjmed/hcw054</pub-id>, PMID: <pub-id pub-id-type="pmid">27118872</pub-id></citation></ref>
<ref id="B2">
<label>2</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alhasan</surname> <given-names>KA</given-names>
</name>
<name>
<surname>Yepes-Nu&#xf1;ez</surname> <given-names>JJ</given-names>
</name>
<name>
<surname>Askandarani</surname> <given-names>S</given-names>
</name>
<name>
<surname>Amer</surname> <given-names>YS</given-names>
</name>
<name>
<surname>Al- Jelaify</surname> <given-names>M</given-names>
</name>
<name>
<surname>Almatham</surname> <given-names>KI</given-names>
</name>
<etal/>
</person-group>. <article-title>Adapting Clinical Practice Guidelines for Chronic Kidney Disease: Blood Pressure Management and Kidney Replacement Therapy in Adults and Children in the Saudi Arabian context using the GRADEADOLOPMENT methodology</article-title>. . <source>Saudi J Kidney Dis Transplant : Official Publication Saudi Center Organ Transplant, Saudi Arabia</source> (<year>2023</year>) <volume>34</volume>(<supplement>Suppl 1</supplement>):<page-range>S177&#x2013;S218</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.4103/sjkdt.sjkdt_68_24</pub-id>, PMID: <pub-id pub-id-type="pmid">38995286</pub-id></citation></ref>
<ref id="B3">
<label>3</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alghamdi</surname> <given-names>A</given-names>
</name>
<name>
<surname>Alaryni</surname> <given-names>A</given-names>
</name>
<name>
<surname>AlMatham</surname> <given-names>K</given-names>
</name>
<name>
<surname>Hakami</surname> <given-names>O</given-names>
</name>
<name>
<surname>Qutob</surname> <given-names>R</given-names>
</name>
<name>
<surname>Bukhari</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Knowledge, attitudes, and practices of high-risk patients towards prevention and early detection of chronic kidney disease (CKD) in Saudi Arabia</article-title>. <source>Int J Environ Res Public Health</source>. (<year>2023</year>) <volume>20</volume>:<fpage>871</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijerph20010871</pub-id>, PMID: <pub-id pub-id-type="pmid">36613189</pub-id></citation></ref>
<ref id="B4">
<label>4</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alshehri</surname> <given-names>MA</given-names>
</name>
<name>
<surname>Alkhlady</surname> <given-names>HY</given-names>
</name>
<name>
<surname>Awan</surname> <given-names>ZA</given-names>
</name>
<name>
<surname>Algethami</surname> <given-names>MR</given-names>
</name>
<name>
<surname>Al Mahdi</surname> <given-names>HB</given-names>
</name>
<name>
<surname>Daghistani</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Prevalence of chronic kidney disease in Saudi Arabia: an epidemiological population-based study</article-title>. <source>BMC Nephrol</source>. (<year>2025</year>) <volume>26</volume>:<fpage>37</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12882-025-03954-2</pub-id>, PMID: <pub-id pub-id-type="pmid">39849386</pub-id></citation></ref>
<ref id="B5">
<label>5</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liyanage</surname> <given-names>T</given-names>
</name>
<name>
<surname>Toyama</surname> <given-names>T</given-names>
</name>
<name>
<surname>Hockham</surname> <given-names>C</given-names>
</name>
<name>
<surname>Ninomiya</surname> <given-names>T</given-names>
</name>
<name>
<surname>Perkovic</surname> <given-names>V</given-names>
</name>
<name>
<surname>Woodward</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Prevalence of chronic kidney disease in Asia: a systematic review and analysis</article-title>. <source>BMJ Global Health</source>. (<year>2022</year>) <volume>7</volume>:<elocation-id>e007525</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1136/bmjgh-2021-007525</pub-id>, PMID: <pub-id pub-id-type="pmid">35078812</pub-id></citation></ref>
<ref id="B6">
<label>6</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mahato</surname> <given-names>SKS</given-names>
</name>
<name>
<surname>Apidechkul</surname> <given-names>T</given-names>
</name>
<name>
<surname>Sriwongpan</surname> <given-names>P</given-names>
</name>
<name>
<surname>Hada</surname> <given-names>R</given-names>
</name>
<name>
<surname>Sharma</surname> <given-names>GN</given-names>
</name>
<name>
<surname>Nayak</surname> <given-names>SK</given-names>
</name>
<etal/>
</person-group>. <article-title>Factors associated with quality of life among chronic kidney disease patients in Nepal: a cross-sectional study</article-title>. <source>Health Qual Life Outcomes</source>. (<year>2020</year>) <volume>18</volume>:<fpage>207</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12955-020-01458-1</pub-id>, PMID: <pub-id pub-id-type="pmid">32600360</pub-id></citation></ref>
<ref id="B7">
<label>7</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Munisi</surname> <given-names>H</given-names>
</name>
<name>
<surname>Sylvester</surname> <given-names>I</given-names>
</name>
<name>
<surname>Mwakalebela</surname> <given-names>I</given-names>
</name>
<name>
<surname>Kanenda</surname> <given-names>S</given-names>
</name>
<name>
<surname>Rudovick</surname> <given-names>L</given-names>
</name>
<name>
<surname>Mwita</surname> <given-names>M</given-names>
</name>
<etal/>
</person-group>. <article-title>Depression, and chronic kidney disease: a cross-sectional study based at Bugando Medical Centre, Northwestern Tanzania</article-title>. <source>Pan Afr Med J</source>. (<year>2022</year>) <volume>42</volume>:<fpage>297</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.11604/pamj.2022.42.297.31414</pub-id>, PMID: <pub-id pub-id-type="pmid">36415338</pub-id></citation></ref>
<ref id="B8">
<label>8</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mosleh</surname> <given-names>H</given-names>
</name>
<name>
<surname>Alenezi</surname> <given-names>M</given-names>
</name>
<name>
<surname>Al johani</surname> <given-names>S</given-names>
</name>
<name>
<surname>Alsani</surname> <given-names>A</given-names>
</name>
<name>
<surname>FaIraq</surname> <given-names>G</given-names>
</name>
<name>
<surname>Bedaiwi</surname> <given-names>R</given-names>
</name>
</person-group>. <article-title>Prevalence and factors of anxiety and depression in chronic kidney disease patients undergoing hemodialysis: A cross-sectional single-center study in Saudi Arabia</article-title>. <source>Cureus</source>. (<year>2020</year>) <volume>12</volume>:<fpage>e6668</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.7759/cureus.6668</pub-id>, PMID: <pub-id pub-id-type="pmid">31976185</pub-id></citation></ref>
<ref id="B9">
<label>9</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zaben</surname> <given-names>FA</given-names>
</name>
<name>
<surname>Khalifa</surname> <given-names>DA</given-names>
</name>
<name>
<surname>Sehlo</surname> <given-names>MG</given-names>
</name>
<name>
<surname>Shohaib</surname> <given-names>SA</given-names>
</name>
<name>
<surname>Shaheen</surname> <given-names>F</given-names>
</name>
<name>
<surname>Alhozali</surname> <given-names>H</given-names>
</name>
<etal/>
</person-group>. <article-title>Depression in patients with chronic kidney disease on dialysis in Saudi Arabia</article-title>. <source>Int Urol nephrol</source>. (<year>2014</year>) <volume>46</volume>:<page-range>2393&#x2013;402</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s11255-014-0802-2</pub-id>, PMID: <pub-id pub-id-type="pmid">25164589</pub-id></citation></ref>
<ref id="B10">
<label>10</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bautovich</surname> <given-names>A</given-names>
</name>
<name>
<surname>Katz</surname> <given-names>I</given-names>
</name>
<name>
<surname>Smith</surname> <given-names>M</given-names>
</name>
<name>
<surname>Loo</surname> <given-names>CK</given-names>
</name>
<name>
<surname>Harvey</surname> <given-names>SB</given-names>
</name>
</person-group>. <article-title>Depression and chronic kidney disease: a review for clinicians</article-title>. <source>Aust New Z J Psychiatry</source>. (<year>2014</year>) <volume>48</volume>:<page-range>530&#x2013;41</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1177/0004867414528589</pub-id>, PMID: <pub-id pub-id-type="pmid">24658294</pub-id></citation></ref>
<ref id="B11">
<label>11</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hussien</surname> <given-names>H</given-names>
</name>
<name>
<surname>Apetrii</surname> <given-names>M</given-names>
</name>
<name>
<surname>Covic</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Health-related quality of life in patients with chronic kidney disease</article-title>. <source>Expert Rev Pharmacoeconomics Outcomes Res</source>. (<year>2020</year>) <volume>21</volume>:<fpage>43</fpage>&#x2013;<lpage>54</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/14737167.2021.1854091</pub-id>, PMID: <pub-id pub-id-type="pmid">33213186</pub-id></citation></ref>
<ref id="B12">
<label>12</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wyld</surname> <given-names>M</given-names>
</name>
<name>
<surname>Morton</surname> <given-names>RL</given-names>
</name>
<name>
<surname>Hayen</surname> <given-names>A</given-names>
</name>
<name>
<surname>Howard</surname> <given-names>K</given-names>
</name>
<name>
<surname>Webster</surname> <given-names>AC</given-names>
</name>
</person-group>. <article-title>A systematic review and meta-analysis of utility-based quality of life in chronic kidney disease treatments</article-title>. <source>PloS Med</source>. (<year>2012</year>) <volume>9</volume>:<elocation-id>e1001307</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pmed.1001307</pub-id>, PMID: <pub-id pub-id-type="pmid">22984353</pub-id></citation></ref>
<ref id="B13">
<label>13</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pagels</surname> <given-names>AA</given-names>
</name>
<name>
<surname>S&#xf6;derkvist</surname> <given-names>B</given-names>
</name>
<name>
<surname>Medin</surname> <given-names>C</given-names>
</name>
<name>
<surname>Hylander</surname> <given-names>B</given-names>
</name>
<name>
<surname>Heiwe</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Health-related quality of life in different stages of chronic kidney disease and at initiation of dialysis treatment</article-title>. <source>Health Qual Life Outcomes</source>. (<year>2012</year>) <volume>10</volume>:<fpage>71</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/1477-7525-10-71</pub-id>, PMID: <pub-id pub-id-type="pmid">22710013</pub-id></citation></ref>
<ref id="B14">
<label>14</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ghahramani</surname> <given-names>N</given-names>
</name>
<name>
<surname>Chinchilli</surname> <given-names>VM</given-names>
</name>
<name>
<surname>Kraschnewski</surname> <given-names>JL</given-names>
</name>
<name>
<surname>Lengerich</surname> <given-names>EJ</given-names>
</name>
<name>
<surname>Sciamanna</surname> <given-names>CN</given-names>
</name>
</person-group>. <article-title>Effect of peer mentoring on quality of life among CKD patients: randomized controlled trial</article-title>. <source>Kidney Dis</source>. (<year>2021</year>) <volume>7</volume>(<issue>4</issue>):<fpage>1</fpage>&#x2013;<lpage>11</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1159/000514477</pub-id>, PMID: <pub-id pub-id-type="pmid">34395547</pub-id></citation></ref>
<ref id="B15">
<label>15</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cruz</surname> <given-names>MC</given-names>
</name>
<name>
<surname>Andrade</surname> <given-names>C</given-names>
</name>
<name>
<surname>Urrutia</surname> <given-names>M</given-names>
</name>
<name>
<surname>Draibe</surname> <given-names>S</given-names>
</name>
<name>
<surname>Nogueira-Martins</surname> <given-names>LA</given-names>
</name>
<name>
<surname>Sesso R de</surname> <given-names>CC</given-names>
</name>
</person-group>. <article-title>Quality of life in patients with chronic kidney disease</article-title>. <source>Clinics</source>. (<year>2011</year>) <volume>66</volume>:<page-range>991&#x2013;5</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1590/S1807-59322011000600012</pub-id>, PMID: <pub-id pub-id-type="pmid">21808864</pub-id></citation></ref>
<ref id="B16">
<label>16</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Esen</surname> <given-names>B</given-names>
</name>
<name>
<surname>Kahvecioglu</surname> <given-names>S</given-names>
</name>
<name>
<surname>Atay</surname> <given-names>A</given-names>
</name>
<name>
<surname>&#xd6;zgen</surname> <given-names>G&#xfc;lten</given-names>
</name>
<name>
<surname>Okumus</surname> <given-names>M</given-names>
</name>
<name>
<surname>Seyahi</surname> <given-names>N</given-names>
</name>
<etal/>
</person-group>. <article-title>Evaluation of relationship between sexual functions, depression and quality of life in patients with chronic kidney disease at predialysis stage</article-title>. <source>Renal Failure</source>. (<year>2015</year>) <volume>37</volume>:<page-range>262&#x2013;7</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3109/0886022X.2014.990348</pub-id>, PMID: <pub-id pub-id-type="pmid">25519210</pub-id></citation></ref>
<ref id="B17">
<label>17</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tong</surname> <given-names>A</given-names>
</name>
<name>
<surname>Wong</surname> <given-names>G</given-names>
</name>
<name>
<surname>McTaggart</surname> <given-names>S</given-names>
</name>
<name>
<surname>Henning</surname> <given-names>P</given-names>
</name>
<name>
<surname>Mackie</surname> <given-names>F</given-names>
</name>
<name>
<surname>Carroll</surname> <given-names>RP</given-names>
</name>
<etal/>
</person-group>. <article-title>Quality of life of young adults and adolescents with chronic kidney disease</article-title>. <source>J Pediatrics</source>. (<year>2013</year>) <volume>163</volume>:<fpage>1179</fpage>&#x2013;<lpage>1185.e5</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jpeds.2013.04.066</pub-id>, PMID: <pub-id pub-id-type="pmid">23800404</pub-id></citation></ref>
<ref id="B18">
<label>18</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Da Silva-Gane</surname> <given-names>M</given-names>
</name>
<name>
<surname>Wellsted</surname> <given-names>D</given-names>
</name>
<name>
<surname>Greenshields</surname> <given-names>H</given-names>
</name>
<name>
<surname>Norton</surname> <given-names>S</given-names>
</name>
<name>
<surname>Chandna</surname> <given-names>SM</given-names>
</name>
<name>
<surname>Farrington</surname> <given-names>K</given-names>
</name>
</person-group>. <article-title>Quality of life and survival in patients with advanced kidney failure managed conservatively or by dialysis</article-title>. <source>Clin J Am Soc Nephrol</source>. (<year>2012</year>) <volume>7</volume>:<page-range>2002&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.2215/CJN.01130112</pub-id>, PMID: <pub-id pub-id-type="pmid">22956262</pub-id></citation></ref>
<ref id="B19">
<label>19</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Levey</surname> <given-names>AS</given-names>
</name>
<name>
<surname>Eckardt</surname> <given-names>KU</given-names>
</name>
<name>
<surname>Tsukamoto</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Levin</surname> <given-names>A</given-names>
</name>
<name>
<surname>Coresh</surname> <given-names>J</given-names>
</name>
<name>
<surname>Rossert</surname> <given-names>J</given-names>
</name>
<etal/>
</person-group>. <article-title>Definition and classification of chronic kidney disease: a position statement from Kidney Disease: Improving Global Outcomes (KDIGO)</article-title>. <source>Kidney Int</source>. (<year>2005</year>) <volume>67</volume>:<page-range>2089&#x2013;100</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1523-1755.2005.00365.x</pub-id>, PMID: <pub-id pub-id-type="pmid">15882252</pub-id></citation></ref>
<ref id="B20">
<label>20</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Levey</surname> <given-names>AS</given-names>
</name>
<name>
<surname>Bosch</surname> <given-names>JP</given-names>
</name>
<name>
<surname>Lewis</surname> <given-names>JB</given-names>
</name>
<name>
<surname>Greene</surname> <given-names>T</given-names>
</name>
<name>
<surname>Rogers</surname> <given-names>N</given-names>
</name>
<name>
<surname>Roth</surname> <given-names>D</given-names>
</name>
</person-group>. <article-title>Modification of Diet in Renal Disease Study Group*. A more accurate method to estimate glomerular filtration rate from serum creatinine: a new prediction equation</article-title>. <source>Ann Internal Med</source>. (<year>1999</year>) <volume>130</volume>:<page-range>461&#x2013;70</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.7326/0003-4819-130-6-199903160-00002</pub-id>, PMID: <pub-id pub-id-type="pmid">10075613</pub-id></citation></ref>
<ref id="B21">
<label>21</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>AlHadi</surname> <given-names>AN</given-names>
</name>
<name>
<surname>AlAteeq</surname> <given-names>DA</given-names>
</name>
<name>
<surname>Al-Sharif</surname> <given-names>E</given-names>
</name>
<name>
<surname>Bawazeer</surname> <given-names>HM</given-names>
</name>
<name>
<surname>Alanazi</surname> <given-names>H</given-names>
</name>
<name>
<surname>AlShomrani</surname> <given-names>AT</given-names>
</name>
<etal/>
</person-group>. <article-title>An arabic translation, reliability, and validation of Patient Health Questionnaire in a Saudi sample</article-title>. <source>Ann Gen Psychiatry</source>. (<year>2017</year>) <volume>16</volume>:<fpage>1</fpage>&#x2013;<lpage>9</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12991-017-0155-1</pub-id>, PMID: <pub-id pub-id-type="pmid">28878812</pub-id></citation></ref>
<ref id="B22">
<label>22</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Haddad</surname> <given-names>C</given-names>
</name>
<name>
<surname>Sacre</surname> <given-names>H</given-names>
</name>
<name>
<surname>Obeid</surname> <given-names>S</given-names>
</name>
<name>
<surname>Salameh</surname> <given-names>P</given-names>
</name>
<name>
<surname>Hallit</surname> <given-names>S</given-names>
</name>
</person-group>. <article-title>Validation of the Arabic version of the &#x201c;12-item short-form health survey&#x201d;(SF-12) in a sample of Lebanese adults</article-title>. <source>Arch Public Health</source>. (<year>2021</year>) <volume>79</volume>:<fpage>56</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s13690-021-00579-3</pub-id>, PMID: <pub-id pub-id-type="pmid">33892801</pub-id></citation></ref>
<ref id="B23">
<label>23</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kroenke</surname> <given-names>K</given-names>
</name>
<name>
<surname>Spitzer</surname> <given-names>RL</given-names>
</name>
<name>
<surname>Williams</surname> <given-names>JB</given-names>
</name>
</person-group>. <article-title>The PHQ-9: validity of a brief depression severity measure</article-title>. <source>J Gen Internal Med</source>. (<year>2001</year>) <volume>16</volume>:<page-range>606&#x2013;13</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1046/j.1525-1497.2001.016009606.x</pub-id>, PMID: <pub-id pub-id-type="pmid">11556941</pub-id></citation></ref>
<ref id="B24">
<label>24</label>
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Ware</surname> <given-names>JE</given-names>
</name>
<name>
<surname>Keller</surname> <given-names>SD</given-names>
</name>
<name>
<surname>Kosinski</surname> <given-names>M</given-names>
</name>
</person-group>. <source>SF-12: How to score the SF-12 physical and mental health summary scales</source>. <publisher-loc>New England Medical Center</publisher-loc>: <publisher-name>Health Institute</publisher-name> (<year>1995</year>).</citation></ref>
<ref id="B25">
<label>25</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Inker</surname> <given-names>LA</given-names>
</name>
<name>
<surname>Astor</surname> <given-names>BC</given-names>
</name>
<name>
<surname>Fox</surname> <given-names>CH</given-names>
</name>
<name>
<surname>Isakova</surname> <given-names>T</given-names>
</name>
<name>
<surname>Lash</surname> <given-names>JP</given-names>
</name>
<name>
<surname>Peralta</surname> <given-names>CA</given-names>
</name>
<etal/>
</person-group>. <article-title>KDOQI US commentary on the 2012 KDIGO clinical practice guideline for the evaluation and management of CKD</article-title>. <source>Am J Kidney Diseases</source>. (<year>2014</year>) <volume>63</volume>:<page-range>713&#x2013;35</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1053/j.ajkd.2014.01.416</pub-id>, PMID: <pub-id pub-id-type="pmid">24647050</pub-id></citation></ref>
<ref id="B26">
<label>26</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mujais</surname> <given-names>SK</given-names>
</name>
<name>
<surname>Story</surname> <given-names>K</given-names>
</name>
<name>
<surname>Brouillette</surname> <given-names>J</given-names>
</name>
<name>
<surname>Takano</surname> <given-names>T</given-names>
</name>
<name>
<surname>Soroka</surname> <given-names>S</given-names>
</name>
<name>
<surname>Franek</surname> <given-names>C</given-names>
</name>
<etal/>
</person-group>. <article-title>Health-related quality of life in CKD Patients: correlates and evolution over time</article-title>. <source>Clin J Am Soc Nephrol: CJASN</source>. (<year>2009</year>) <volume>4</volume>:<page-range>1293&#x2013;301</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.2215/CJN.05541008</pub-id>, PMID: <pub-id pub-id-type="pmid">19643926</pub-id></citation></ref>
<ref id="B27">
<label>27</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Townsend</surname> <given-names>RR</given-names>
</name>
<name>
<surname>Anderson</surname> <given-names>AH</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>J</given-names>
</name>
<name>
<surname>Gadebegku</surname> <given-names>CA</given-names>
</name>
<name>
<surname>Feldman</surname> <given-names>HI</given-names>
</name>
<name>
<surname>Fink</surname> <given-names>JC</given-names>
</name>
<etal/>
</person-group>. <article-title>Metabolic syndrome, components, and cardiovascular disease prevalence in chronic kidney disease: findings from the Chronic Renal Insufficiency Cohort (CRIC) Study</article-title>. <source>Am J Nephrol</source>. (<year>2011</year>) <volume>33</volume>:<page-range>477&#x2013;84</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1159/000327618</pub-id>, PMID: <pub-id pub-id-type="pmid">21525746</pub-id></citation></ref>
<ref id="B28">
<label>28</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hannan</surname> <given-names>M</given-names>
</name>
<name>
<surname>Ansari</surname> <given-names>S</given-names>
</name>
<name>
<surname>Meza</surname> <given-names>N</given-names>
</name>
<name>
<surname>Anderson</surname> <given-names>AH</given-names>
</name>
<name>
<surname>Srivastava</surname> <given-names>A</given-names>
</name>
<name>
<surname>Waikar</surname> <given-names>S</given-names>
</name>
<etal/>
</person-group>. <article-title>Risk factors for CKD progression: overview of findings from the CRIC study</article-title>. <source>Clin J Am Soc Nephrol: CJASN</source>. (<year>2021</year>) <volume>16</volume>:<page-range>648&#x2013;59</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.2215/CJN.07830520</pub-id>, PMID: <pub-id pub-id-type="pmid">33177074</pub-id></citation></ref>
<ref id="B29">
<label>29</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kovesdy</surname> <given-names>CP</given-names>
</name>
</person-group>. <article-title>Epidemiology of chronic kidney disease: an update 2022</article-title>. <source>Kidney Int Suppl</source>. (<year>2022</year>) <volume>12</volume>:<fpage>7</fpage>&#x2013;<lpage>11</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.kisu.2021.11.003</pub-id>, PMID: <pub-id pub-id-type="pmid">35529086</pub-id></citation></ref>
<ref id="B30">
<label>30</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Feng</surname> <given-names>T</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>J</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>X</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y</given-names>
</name>
<etal/>
</person-group>. <article-title>Prevalence of and risk factors for chronic kidney disease in ten metropolitan areas of China: a cross-sectional study using three kidney damage markers</article-title>. <source>Renal failure</source>. (<year>2023</year>) <volume>45</volume>:<elocation-id>2170243</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/0886022X.2023.2170243</pub-id>, PMID: <pub-id pub-id-type="pmid">36721891</pub-id></citation></ref>
<ref id="B31">
<label>31</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Palmer</surname> <given-names>S</given-names>
</name>
<name>
<surname>Vecchio</surname> <given-names>M</given-names>
</name>
<name>
<surname>Craig</surname> <given-names>JC</given-names>
</name>
<name>
<surname>Tonelli</surname> <given-names>M</given-names>
</name>
<name>
<surname>Johnson</surname> <given-names>DW</given-names>
</name>
<name>
<surname>Nicolucci</surname> <given-names>A</given-names>
</name>
<etal/>
</person-group>. <article-title>Prevalence of depression in chronic kidney disease: systematic review and meta-analysis of observational studies</article-title>. <source>Kidney Int</source>. (<year>2013</year>) <volume>84</volume>:<page-range>179&#x2013;91</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/ki.2013.77</pub-id>, PMID: <pub-id pub-id-type="pmid">23486521</pub-id></citation></ref>
<ref id="B32">
<label>32</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alshelleh</surname> <given-names>S</given-names>
</name>
<name>
<surname>Alhawari</surname> <given-names>H</given-names>
</name>
<name>
<surname>Alhouri</surname> <given-names>A</given-names>
</name>
<name>
<surname>Abu-Hussein</surname> <given-names>B</given-names>
</name>
<name>
<surname>Oweis</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Level of depression and anxiety on quality of life among patients undergoing hemodialysis</article-title>. <source>Int J Gen Med</source>. (<year>2023</year>) <volume>16</volume>:<page-range>1783&#x2013;95</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.2147/IJGM.S406535</pub-id>, PMID: <pub-id pub-id-type="pmid">37193250</pub-id></citation></ref>
<ref id="B33">
<label>33</label>
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kunwar</surname> <given-names>D</given-names>
</name>
<name>
<surname>Kunwar</surname> <given-names>R</given-names>
</name>
<name>
<surname>Shrestha</surname> <given-names>B</given-names>
</name>
<name>
<surname>Amatya</surname> <given-names>R</given-names>
</name>
<name>
<surname>Risal</surname> <given-names>A</given-names>
</name>
</person-group>. <article-title>Depression and quality of life among the chronic kidney disease patients</article-title>. <source>J Nepal Health Res Counc</source>. (<year>2020</year>) <volume>18</volume>:<page-range>459&#x2013;65</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.33314/jnhrc.v18i3.2556</pub-id>, PMID: <pub-id pub-id-type="pmid">33210641</pub-id></citation></ref>
</ref-list>
</back>
</article>