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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Cancer Control Soc.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Cancer Control and Society</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Cancer Control Soc.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2813-835X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fcacs.2025.1649686</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Social determinants of health associated with the clinicopathological presentation of patients with prostate cancer in Kenya</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Waihenya</surname> <given-names>Charles</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
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<contrib contrib-type="author">
<name><surname>Thumbi</surname> <given-names>S. M.</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
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<contrib contrib-type="author">
<name><surname>Ojuka</surname> <given-names>Daniel Kinyuru</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
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<contrib contrib-type="author">
<name><surname>Ragin</surname> <given-names>Camille</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
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<contrib contrib-type="author">
<name><surname>Zeigler-Johnson</surname> <given-names>Charnita</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
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</contrib-group>
<aff id="aff1"><label>1</label><institution>Department of Surgery, University of Nairobi</institution>, <city>Nairobi</city>, <country country="ke">Kenya</country></aff>
<aff id="aff2"><label>2</label><institution>African Caribbean Cancer Consortium</institution>, <city>Philadelphia, PA</city>, <country country="us">United States</country></aff>
<aff id="aff3"><label>3</label><institution>Center of Epidemiological Modelling and Analysis, Institute of Tropical and Infectious Diseases, University of Nairobi</institution>, <city>Nairobi</city>, <country country="ke">Kenya</country></aff>
<aff id="aff4"><label>4</label><institution>Institute of Immunology and Infection Research, University of Edinburgh</institution>, <city>Edinburgh</city>, <country country="gb">United Kingdom</country></aff>
<aff id="aff5"><label>5</label><institution>Paul G Allen School for Global Health, Washington State University</institution>, <city>Pullman, WA</city>, <country country="us">United States</country></aff>
<aff id="aff6"><label>6</label><institution>Cancer Prevention and Control Program, Fox Chase Cancer Center -Temple Health</institution>, <city>Philadelphia, PA</city>, <country country="us">United States</country></aff>
<author-notes>
<corresp id="c001"><label>&#x0002A;</label>Correspondence: Charles Waihenya, <email xlink:href="mailto:charleswaihenya@uonbi.ac.ke">charleswaihenya@uonbi.ac.ke</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-01-12">
<day>12</day>
<month>01</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2025</year>
</pub-date>
<volume>3</volume>
<elocation-id>1649686</elocation-id>
<history>
<date date-type="received">
<day>18</day>
<month>06</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>25</day>
<month>11</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>12</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2026 Waihenya, Thumbi, Ojuka, Ragin and Zeigler-Johnson.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Waihenya, Thumbi, Ojuka, Ragin and Zeigler-Johnson</copyright-holder>
<license>
<ali:license_ref start_date="2026-01-12">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Introduction</title>
<p>In Kenya prostate cancer (Ca) is the leading cause of cancer related mortality among men. There is lack of data on the social determinants of health and their impact on the stage at diagnosis.</p></sec>
<sec>
<title>Purpose</title>
<p>The purpose of this study was to determine prostate cancer stage at diagnosis, and social determinants associated with advanced disease in a Kenyan population.</p></sec>
<sec>
<title>Methods</title>
<p>We analyzed data from 170 prostate cancer patients recruited from Kenyatta National Hospital (KNH) and MP Shah Hospital, Nairobi (2022&#x02013;2024) on patients prospectively recruited in the International Registry for Men with Advanced Prostate Cancer (IRONMAN) and African Cancer Genome Registry (ACGR) registries. Patients included in the study had a histological diagnosis of prostate cancer. All participants completed standardized questionnaires assessing sociodemographic factors, health knowledge, and healthcare access. Clinical and pathological staging data was also collected and multivariable logistic regression used to determine factors associated with metastatic disease at diagnosis.</p></sec>
<sec>
<title>Results</title>
<p>The mean age for the participants was 70 years. Most of the participants presented with advanced disease 84.7% (<italic>n</italic> = 144). Half of the participants (50%, <italic>n</italic> = 84) had a Gleason score of 9 and 10 or an ISUP (International Society of Urological Pathology) Grade 5, 36% (<italic>n</italic> = 60) had grades 3 and 4 the remaining 14% (<italic>n</italic> = 24) had grade 1 and 2. The median PSA was 81 ng/ml (IQR: 26.5&#x02013;262) and the mean was 402.22 ng/ml (SD:1128.17) with most of the patients 60.5% (<italic>n</italic> = 92) having a PSA over 50 ng/ml. The odds of advanced disease were significantly lower among patients with tertiary education compared to primary or no formal education (OR = 0.0.13 95% CI: 0.03&#x02013;0.56). Patients who were very spiritual had higher odds of advanced disease (OR = 4.51 95% CI: 1.33&#x02013;15.22).</p></sec>
<sec>
<title>Conclusion</title>
<p>Kenyan men in this cohort present predominantly with advanced prostate cancer, influenced by educational status, spirituality and region of residence. There is need for community-based awareness and screening programs for men with low education.</p></sec></abstract>
<kwd-group>
<kwd>advanced prostate cancer</kwd>
<kwd>social determinants of health</kwd>
<kwd>clinicopathological characteristics</kwd>
<kwd>PSA at diagnosis</kwd>
<kwd>Kenya</kwd>
</kwd-group>
<funding-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. The IRONMAN Registry (to CW and CR) was principally supported by the Movember Foundation and sponsored by Prostate Cancer Clinical Trial Consortium (PCCTC). Additional funding was provided by Amgen, Astellas, AstraZeneca, Bayer, Janssen, Merck, Novartis, and Sanofi. The African Cancer Genome Registry (ACGR-GMD) was partially funded by Pfizer-ITEM (to CW, CR) and also NIH P30 CA006927 (to CR and CZ-J).</funding-statement>
</funding-group>
<counts>
<fig-count count="1"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="37"/>
<page-count count="8"/>
<word-count count="6370"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Social Determinants in Cancer</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="introduction" id="s1">
<label>1</label>
<title>Introduction</title>
<p>Prostate cancer (PCa) is the second most frequently diagnosed cancer and the fifth leading cause of cancer-related deaths among men worldwide with an estimated 1.4 million new cases and 375,000 deaths in 2020. The burden of prostate cancer is projected to escalate, reaching nearly 2.3 million new cases and 740,000 deaths by 2040, primarily due to population growth and aging (<xref ref-type="bibr" rid="B1">1</xref>).</p>
<p>In the USA, a study on prostate cancer incidence by age and stage, found that 80% of the patients had localized disease (<xref ref-type="bibr" rid="B2">2</xref>). In Europe more than 80% of the disease is diagnosed at an early stage. In Sub Saharan Africa, middle East and Asia majority of patients present with advanced and metastatic disease with high mean PSA, and Gleason score &#x0003E;7 (<xref ref-type="bibr" rid="B3">3</xref>&#x02013;<xref ref-type="bibr" rid="B9">9</xref>). PCa is the most common cancer in Kenya and the second leading cause of cancer mortality in males annually, with 3,582 new cases (21.9%) and 2,029 deaths (6.9%), respectively, in 2022 (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>). An estimated 88% of PCa patients in Kenya present with advanced disease, resulting in a high case-fatality rate. A local study reported that 87.5% of PCa patients presented with advanced disease in stage III/IV (<xref ref-type="bibr" rid="B12">12</xref>).</p>
<p>Histopathological staging is done with Gleason Score and is combined with clinical staging for prognosis and treatment.</p>
<p>PCa development and progression have multifactorial causes, including social determinants of health. The social determinants of health for PCa encompass various factors that influence an individual&#x00027;s risk, access to healthcare and overall wellbeing. These determinants can significantly impact the incidence, diagnosis and outcomes associated with PCa. These include socioeconomic factors such as education and income, neighborhood characteristics, social support, and the structure of social networks (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>). Socioeconomic status independently predicted the stage of prostate cancer at diagnosis. Cases from the highest socioeconomic status block group were more likely to present with localized disease compared to those from the lowest socioeconomic status group. Additionally, race also independently influenced the stage at which prostate cancer was diagnosed (<xref ref-type="bibr" rid="B15">15</xref>).</p>
<p>The absence of recent data on the stage at presentation, PSA, histology and their determinants among PCa patients in Kenya raises concerns about the status of the disease. Obtaining up-to-date information is crucial for informed decision-making in healthcare policy and practice. By determining the stages of PCa and clinicopathological factors and their social determinants, the study contributes to the clinical understanding of the disease. This can help health professionals with early diagnosis, effective treatment planning, and improve overall patient outcomes. It will also be leveraged in defining methods to improve social determinants of advanced PCa. The purpose of this study is to determine clinicopathological features, and social determinants associated with advanced disease in a Kenyan population.</p></sec>
<sec sec-type="materials|methods" id="s2">
<label>2</label>
<title>Materials and methods</title>
<sec>
<label>2.1</label>
<title>Study population</title>
<p>This was a cross-sectional study, involving data collected from prostate cancer patients enrolled in Nairobi, Kenya as part of the IRONMAN and the ACGR registries. Collectively, patients were enrolled over 2 years from September 2022 and September 2024 from KNH, a public national referral hospital and MP Shah Hospital, a private hospital. The sample size of 162 was determined using Cochran&#x00027;s formula, assuming a 95% confidence level (Z = 1.96), a 5% margin of error, and an estimated proportion of the population, 0.88 (percentage of late disease in Kenya) (<xref ref-type="bibr" rid="B12">12</xref>). There were 140 patients enrolled from the IRONMAN and ACGR registries. To achieve the sample size, additional patients meeting the eligibility criteria were enrolled from a private urology clinic run within MP Shah Hospital ending up with a total number of 170 recruits in the study. Ethical approvals for this study were obtained from the KNH/UON Ethical and Research Committee. A research permit was also obtained from the National Commission for Science Technology and Innovation.</p>
<p>Eligible patients were 40 years or older with a histologically confirmed diagnosis of prostate cancer from laboratory reports. Those with incomplete data were excluded from the study and analysis. This age was selected because prostate cancer is much less common among younger age groups.</p></sec>
<sec>
<label>2.2</label>
<title>Data collection</title>
<p>Data were collected from all the patients using a standardized questionnaire developed for administration to Black men in Sub-Saharan Africa (<xref ref-type="bibr" rid="B16">16</xref>). The variables included in this study were age, socioeconomic factors such as education, occupation, house ownership, number of rooms in the house, living arrangements, spirituality (an open-ended question), health access, health insurance, family history of cancer, region of residence, and marital status. In this study, spirituality refers to participants&#x00027; personal beliefs and sense of meaning or connection, which may influence how they cope with illness, make health decisions, and seek care. It includes varying levels of self-reported spiritual engagement, from very spiritual to not at all spiritual. More than two rooms was a proxy for wealth and defined as &#x0003E;2 rooms=High SES.</p>
<p>Clinical variables were systematically abstracted from medical records by trained research personnel and included serum PSA levels at diagnosis, Gleason score, grade group, and clinical disease stage classification according to the American Joint Committee on Cancer (AJCC) based on Tumor size, lymph node involvement and distant metastasis (TNM) staging systems.</p></sec>
<sec>
<label>2.3</label>
<title>Data Analysis</title>
<p>Statistical analyses were performed using STATA version 16.0 (StataCorp. LLC). Descriptive statistics were generated and presented in the form of tables and graphs for the following attributes: frequencies, proportions, and measures of central tendency (mean, range, and standard deviations). Variables included in the multivariable analysis were age, family history of prostate cancer, residence, spirituality, home ownership, education level, PCa symptom knowledge, employment, number of rooms in a house, and marital status. First, chi-square tests were performed to test univariate associations of categorical variables with advanced disease. Binary multivariable regression models (adjusted and unadjusted) were performed to identify the factors associated with advanced and metastatic disease. Statistical significance was set at an alpha level of 0.05.</p></sec></sec>
<sec sec-type="results" id="s3">
<label>3</label>
<title>Results</title>
<sec>
<label>3.1</label>
<title>Sociodemographic characteristics</title>
<p>This report presents findings from a cohort of 170 male patients diagnosed and living with prostate cancer. The mean age of the study participants was 70 years, with a minimum age of 49 years and a maximum of 90 years, with a standard deviation of 7.6 years. Most patients were in the 61&#x02013;80-year age group (<xref ref-type="table" rid="T1">Table 1</xref> and <xref ref-type="fig" rid="F1">Figure 1</xref>).</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Demographic characteristics of participants.</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left"><bold>Demographic characteristic</bold></th>
<th valign="top" align="center"><bold>Frequency (<italic>N</italic> = 170)</bold></th>
<th valign="top" align="center"><bold>Percentage (%)</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="3"><bold>Age in years</bold></td>
</tr>
<tr>
<td valign="top" align="left">49&#x02013;60</td>
<td valign="top" align="center">17</td>
<td valign="top" align="center">9.9</td>
</tr>
<tr>
<td valign="top" align="left">61&#x02013;70</td>
<td valign="top" align="center">64</td>
<td valign="top" align="center">37.4</td>
</tr>
<tr>
<td valign="top" align="left">71&#x02013;80</td>
<td valign="top" align="center">72</td>
<td valign="top" align="center">42.1</td>
</tr>
<tr>
<td valign="top" align="left">81&#x0002B;</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">10.5</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>County of residence</bold></td>
</tr>
<tr>
<td valign="top" align="left">Nairobi</td>
<td valign="top" align="center">39</td>
<td valign="top" align="center">23.0</td>
</tr>
<tr>
<td valign="top" align="left">Others</td>
<td valign="top" align="center">130</td>
<td valign="top" align="center">77.0</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Marital status</bold></td>
</tr>
<tr>
<td valign="top" align="left">Married</td>
<td valign="top" align="center">147</td>
<td valign="top" align="center">86.</td>
</tr>
<tr>
<td valign="top" align="left">Not Married</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">10.5</td>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">1.1</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Education level</bold></td>
</tr>
<tr>
<td valign="top" align="left">No formal education</td>
<td valign="top" align="center">7</td>
<td valign="top" align="center">4.1</td>
</tr>
<tr>
<td valign="top" align="left">Primary</td>
<td valign="top" align="center">60</td>
<td valign="top" align="center">35.1</td>
</tr>
<tr>
<td valign="top" align="left">Secondary</td>
<td valign="top" align="center">60</td>
<td valign="top" align="center">35.1</td>
</tr>
<tr>
<td valign="top" align="left">Tertiary and above</td>
<td valign="top" align="center">44</td>
<td valign="top" align="center">25.7</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Annual household income</bold></td>
</tr>
<tr>
<td valign="top" align="left">Less than 1.3 M</td>
<td valign="top" align="center">22</td>
<td valign="top" align="center">12.9</td>
</tr>
<tr>
<td valign="top" align="left">1.3M&#x02212;2.6 M</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">1.2</td>
</tr>
<tr>
<td valign="top" align="left">2.6M&#x02212;3.9 M</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.5</td>
</tr>
<tr>
<td valign="top" align="left">Don&#x00027;t know</td>
<td valign="top" align="center">145</td>
<td valign="top" align="center">85.3</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Current occupation</bold></td>
</tr>
<tr>
<td valign="top" align="left">Employed</td>
<td valign="top" align="center">44</td>
<td valign="top" align="center">25.9</td>
</tr>
<tr>
<td valign="top" align="left">Retired</td>
<td valign="top" align="center">63</td>
<td valign="top" align="center">37.1</td>
</tr>
<tr>
<td valign="top" align="left">Unemployed/unable to work</td>
<td valign="top" align="center">63</td>
<td valign="top" align="center">37.1</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Health insurance cover</bold></td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">164</td>
<td valign="top" align="center">96.5</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">3.5</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>House ownership</bold></td>
</tr>
<tr>
<td valign="top" align="left">Own</td>
<td valign="top" align="center">140</td>
<td valign="top" align="center">82.4</td>
</tr>
<tr>
<td valign="top" align="left">Rent</td>
<td valign="top" align="center">30</td>
<td valign="top" align="center">17.6</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Living arrangements</bold></td>
</tr>
<tr>
<td valign="top" align="left">Live alone</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">9.4</td>
</tr>
<tr>
<td valign="top" align="left">With family members</td>
<td valign="top" align="center">80</td>
<td valign="top" align="center">47.1</td>
</tr>
<tr>
<td valign="top" align="left">With spouse or partner</td>
<td valign="top" align="center">74</td>
<td valign="top" align="center">43.5</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Number of rooms</bold></td>
</tr>
<tr>
<td valign="top" align="left">1&#x02013;2</td>
<td valign="top" align="center">36</td>
<td valign="top" align="center">21.2</td>
</tr>
<tr>
<td valign="top" align="left">3&#x02013;5</td>
<td valign="top" align="center">125</td>
<td valign="top" align="center">73.5</td>
</tr>
<tr>
<td valign="top" align="left">6&#x02013;8</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">5.3</td>
</tr>
<tr>
<td valign="top" align="left">Slightly or not spiritual</td>
<td valign="top" align="center">12</td>
<td valign="top" align="center">7.1</td>
</tr>
<tr>
<td valign="top" align="left">Fairly</td>
<td valign="top" align="center">82</td>
<td valign="top" align="center">48.2</td>
</tr>
<tr>
<td valign="top" align="left">Very</td>
<td valign="top" align="center">76</td>
<td valign="top" align="center">44.7</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Source of information</bold></td>
</tr>
<tr>
<td valign="top" align="left">Doctor only</td>
<td valign="top" align="center">121</td>
<td valign="top" align="center">71.2</td>
</tr>
<tr>
<td valign="top" align="left">Doctor/pharmacist</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">9.4</td>
</tr>
<tr>
<td valign="top" align="left">Others</td>
<td valign="top" align="center">47</td>
<td valign="top" align="center">19.4</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Knowledge of prostate cancer symptoms</bold></td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">129</td>
<td valign="top" align="center">75.9</td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">41</td>
<td valign="top" align="center">24.1</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Unable to see a doctor in the last 12 months due to</bold></td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>financial issues</bold></td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">81</td>
<td valign="top" align="center">47.7</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">88</td>
<td valign="top" align="center">51.8</td>
</tr>
<tr>
<td valign="top" align="left">Don&#x00027;t know/not sure</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">0.6</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Family history of prostate cancer disease</bold></td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">34</td>
<td valign="top" align="center">20</td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">120</td>
<td valign="top" align="center">70.6</td>
</tr>
<tr>
<td valign="top" align="left">Don&#x00027;t know</td>
<td valign="top" align="center">16</td>
<td valign="top" align="center">9.4</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p>M, Million, currency in Kenya shilling.</p>
</table-wrap-foot>
</table-wrap>
<fig position="float" id="F1">
<label>Figure 1</label>
<caption><p>Age distribution of prostate cancer patients.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fcacs-03-1649686-g0001.tif">
<alt-text content-type="machine-generated">Histogram displaying the frequency of ages ranging from 49 to 90 years, peaking at ages 65 to 75. A bell curve overlays the histogram, showing a normal distribution pattern.</alt-text>
</graphic>
</fig>
<p>There was a significant number of patients (77%, <italic>n</italic> = 130) who resided outside the Nairobi region where the study was carried out, while 23% were residing in Nairobi. The odds of being diagnosed with advanced disease were lower for patients who resided outside Nairobi (OR: 0.13, 95% CI: 0.02&#x02013;0.81) which were statistically significant.</p>
<p>The majority (71%, <italic>n</italic> = 104) had at least secondary education, with 25.9% (<italic>n</italic> = 44) having attained tertiary education, while 4.1% (<italic>n</italic> =7) had no formal education. Patients with tertiary or higher education had significantly lower odds of being diagnosed at a more advanced stage compared to those with primary or no formal education (OR = 0.13, 95% CI: 0.03&#x02013;0.56). However, there were no statistically significant differences in stage at diagnosis between patients with no formal or primary education and those with secondary education (OR = 0.60, 95% CI: 0.16&#x02013;2.29<bold>)</bold>. Knowledge of prostate cancer symptoms was lacking in 75% of the participants. No significant association was observed between prostate cancer symptom knowledge and the likelihood of being diagnosed at an advanced stage (OR = 1.31, 95% CI: 0.32&#x02013;5.33). Most participants were married at 88% (<italic>n</italic> = 147), and marital status was not significantly associated with being diagnosed with advanced disease (OR = 1.11, CI: 0.24&#x02013;4.96). In terms of employment, 37.1% (<italic>n</italic> = 63) were unemployed or unable to work, 37.1% (<italic>n</italic> = 63) were retired, and 25.9% (<italic>n</italic> = 44) were employed. Although 96.5% (<italic>n</italic> = 164) had some form of health insurance, over half (51.8%, <italic>n</italic> = 88) had been unable to seek medical treatment in the past year due to cost. A significant number (85.3%, <italic>n</italic> = 145) were unaware of their household income, and 12.9% earned less than Ksh 1.3 million per year. The Majority (82.4%, <italic>n</italic> = 140) owned homes, while 17.6% (<italic>n</italic> = 30) rented homes. In terms of household sizes, 73.5% (<italic>n</italic> = 125) were living in houses with 3&#x02013;5 rooms, 21.2% (<italic>n</italic> = 36) in 1&#x02013;2 rooms, and 5.3% (<italic>n</italic> = 9) in 5&#x02013;8 rooms. Interestingly, living in a house with more than two rooms was associated with lower odds of advanced disease at diagnosis (OR = 0.45, 95% CI: 0.08&#x02013;2.42) but this relationship was not statistically significant. Living arrangements were also reported, with 47.1% (<italic>n</italic> = 80) living with family members, 43.5% living with spouse or partner and the remaining 9.4% (<italic>n</italic> = 16) living alone. The level of spirituality differed among the patients, with the majority describing themselves as either fairly (48.2%, <italic>n</italic> = 82) or very spiritual (44.7%, <italic>n</italic> = 76); only 7.1% (<italic>n</italic> = 12) were slightly or not spiritual at all. Patients who were very spiritual were more than 4 times likely to present with advanced disease (OR = 4.51 CI: 1.33&#x02013;15.22), this relationship was statistically significant with low precision. Family history of prostate cancer was found in only 20% (<italic>n</italic> = 34) of the participants with higher odds of late-stage disease (CI: OR = 1.46 (0.39&#x02013;5.46) but this relationship was not statistically significant (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Univariate and multivariable regression analysis.</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left"><bold>Variable</bold></th>
<th valign="top" align="center"><bold>Unadjusted odds ratio (95% CI)</bold></th>
<th valign="top" align="center"><bold>Adjusted odds ratio (95%CI)</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Age</td>
<td valign="top" align="center">0.99 (0.93&#x02013;1.04)</td>
<td valign="top" align="center">1.01 (0.94&#x02013;1.09)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Family history of PCa</bold></td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">Ref</td>
<td valign="top" align="center">Ref</td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">1.32 (0.42&#x02013;4.21)</td>
<td valign="top" align="center">1.46 (0.39&#x02013;5.46)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Residence</bold></td>
</tr>
<tr>
<td valign="top" align="left">Nairobi</td>
<td valign="top" align="center">Ref</td>
<td valign="top" align="center">Ref</td>
</tr>
<tr>
<td valign="top" align="left">Other</td>
<td valign="top" align="center">0.25 (0.06&#x02013;1.12)</td>
<td valign="top" align="center"><bold>0.13 (0.02&#x02013;0.81)</bold><sup><bold>&#x0002A;</bold></sup></td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Very spiritual</bold></td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">Ref</td>
<td valign="top" align="center">Ref</td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">2.50 (0.99&#x02013;6.30)</td>
<td valign="top" align="center"><bold>4.51 (1.33&#x02013;15.22</bold>)<sup>&#x0002A;</sup></td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Education</bold></td>
</tr>
<tr>
<td valign="top" align="left">Primary or no formal</td>
<td valign="top" align="center">Ref</td>
<td valign="top" align="center">Ref</td>
</tr>
<tr>
<td valign="top" align="left">Secondary</td>
<td valign="top" align="center">0.87 (0.28&#x02013;2.63)</td>
<td valign="top" align="center">0.60 (0.16&#x02013;2.29)</td>
</tr>
<tr>
<td valign="top" align="left">Tertiary&#x0002B;</td>
<td valign="top" align="center"><bold>0.31 (0.11&#x02013;0.87)</bold><sup><bold>&#x0002A;</bold></sup></td>
<td valign="top" align="center"><bold>0.13 (0.03&#x02013;0.56)</bold><sup><bold>&#x0002A;</bold></sup></td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>PCa symptom Knowledge</bold></td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">Ref</td>
<td valign="top" align="center">Ref</td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">0.90 (0.24&#x02013;3.30)</td>
<td valign="top" align="center">1.31 (0.32&#x02013;5.33)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Employment</bold></td>
</tr>
<tr>
<td valign="top" align="left">Employed</td>
<td valign="top" align="center">Ref</td>
<td valign="top" align="center">Ref</td>
</tr>
<tr>
<td valign="top" align="left">Retired</td>
<td valign="top" align="center">0.80 (0.29&#x02013;2.24)</td>
<td valign="top" align="center">2.94 (0.70&#x02013;12.25)</td>
</tr>
<tr>
<td valign="top" align="left">Unemployed</td>
<td valign="top" align="center">1.51 (0.49&#x02013;4.67)</td>
<td valign="top" align="center">2.31 (0.58&#x02013;9.17)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Rooms in Home</bold></td>
</tr>
<tr>
<td valign="top" align="left">1&#x02013;2</td>
<td valign="top" align="center">Ref</td>
<td valign="top" align="center">Ref</td>
</tr>
<tr>
<td valign="top" align="left">&#x0003E;2</td>
<td valign="top" align="center">0.44 (0.12&#x02013;1.55)</td>
<td valign="top" align="center">0.45 (0.08&#x02013;2.42)</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Married</bold></td>
</tr>
<tr>
<td valign="top" align="left">No</td>
<td valign="top" align="center">Ref</td>
<td valign="top" align="center">Ref</td>
</tr>
<tr>
<td valign="top" align="left">Yes</td>
<td valign="top" align="center">0.90 (0.24&#x02013;3.30)</td>
<td valign="top" align="center">1.11 (0.24&#x02013;4.96)</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p><sup>&#x0002A;</sup><italic>P</italic>-value &#x0003C; 0.05. <sup>&#x0002A;</sup> bold: Statistically significant association with advanced disease.</p>
</table-wrap-foot>
</table-wrap></sec>
<sec>
<label>3.2</label>
<title>Clinicopathological characteristics</title>
<p>PSA levels varied significantly among the patients, with the majority having levels exceeding more than 50 ng/ml at 60.5% (<italic>n</italic> = 92). The distribution of PSA levels was as follows:, &#x0003C;10 ng/ml: 5.9% (<italic>n</italic> = 9), 11&#x02013;20 ng/ml: 17.1% (<italic>n</italic> = 26), 21&#x02013;50 ng/ml: 16.5% (<italic>n</italic> = 25),). Due to the skewed distribution the PSA levels at diagnosis were summarized using median and interquartile range. The median PSA was 81 ng/ml (IQR: 26.5&#x02013;262) while the mean was 402.22 ng/ml (SD:1128.17). Most of the participants presented with advanced disease 84.7%, (<italic>n</italic> = 144) whereas 15.3% (<italic>n</italic> = 26) presented with early disease. The majority (84.7%, <italic>n</italic> = 129) had undergone PSA testing due to symptoms rather than routine screening, and 75.9% (<italic>n</italic> = 129) had no knowledge of prostate cancer symptoms. Most preferred to obtain medical information only from doctors (71.2%, <italic>n</italic> = 121), followed by doctor/pharmacist (9.4%, <italic>n</italic> = 16) and other sources (19.4%, <italic>n</italic> = 47) (<xref ref-type="table" rid="T1">Table 1</xref>). PSA diagnosis was positively associated with advanced disease (<italic>p</italic> = 0.01).</p>
<p>Most patients exhibited high Gleason scores, which indicate aggressive disease. The distribution was as follows: Group 1: 3.57% (<italic>n</italic> = 6), Group 2: 10.71% (<italic>n</italic> = 18), Group 3: 20.24% (<italic>n</italic> = 34), Group 4: 15.48% (<italic>n</italic> = 26), and Group 5: 50% (<italic>n</italic> = 84). Notably, fifty percent of patients in Gleason grade group 5 suggest a diagnosis of highly aggressive disease (<xref ref-type="table" rid="T3">Table 3</xref>).</p>
<table-wrap position="float" id="T3">
<label>Table 3</label>
<caption><p>Univariate and multivariable regression analysis.</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th/>
<th valign="top" align="center"><bold>Frequency (N = 170)</bold></th>
<th valign="top" align="center"><bold>Percentage (%)</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="3"><bold>Gleason score</bold></td>
</tr>
<tr>
<td valign="top" align="left">Group 1 (&#x02265;)</td>
<td valign="top" align="center">6</td>
<td valign="top" align="center">3.6</td>
</tr>
<tr>
<td valign="top" align="left">Group 2 (3 + 4 = 7)</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">10.7</td>
</tr>
<tr>
<td valign="top" align="left">Group 3 (4 + 3 = 7)</td>
<td valign="top" align="center">34</td>
<td valign="top" align="center">20.2</td>
</tr>
<tr>
<td valign="top" align="left">Group 4 (8)</td>
<td valign="top" align="center">26</td>
<td valign="top" align="center">15.5</td>
</tr>
<tr>
<td valign="top" align="left">Group 5 (9 and 10)</td>
<td valign="top" align="center">84</td>
<td valign="top" align="center">50</td>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="center">2</td>
<td valign="top" align="center">0.0</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>PSA at diagnosis-ng/ml</bold></td>
</tr>
<tr>
<td valign="top" align="left">0&#x02013;10</td>
<td valign="top" align="center">9</td>
<td valign="top" align="center">5.3</td>
</tr>
<tr>
<td valign="top" align="left">11&#x02013;20</td>
<td valign="top" align="center">26</td>
<td valign="top" align="center">15.3</td>
</tr>
<tr>
<td valign="top" align="left">21&#x02013;50</td>
<td valign="top" align="center">25</td>
<td valign="top" align="center">54.1</td>
</tr>
<tr>
<td valign="top" align="left">&#x0003E;50</td>
<td valign="top" align="center">92</td>
<td valign="top" align="center">60.5</td>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="center">18</td>
<td valign="top" align="center">10.6</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>TNM</bold></td>
</tr>
<tr>
<td valign="top" align="left">Early stage</td>
<td valign="top" align="center">26</td>
<td valign="top" align="center">15.3</td>
</tr>
<tr>
<td valign="top" align="left">Advanced stage</td>
<td valign="top" align="center">144</td>
<td valign="top" align="center">84.7</td>
</tr>
<tr>
<td valign="top" align="left" colspan="3"><bold>Reason for PSA test</bold></td>
</tr>
<tr>
<td valign="top" align="left">Because of a problem</td>
<td valign="top" align="center">124</td>
<td valign="top" align="center">72.9</td>
</tr>
<tr>
<td valign="top" align="left">Part of routine exam</td>
<td valign="top" align="center">26</td>
<td valign="top" align="center">15.3</td>
</tr>
<tr>
<td valign="top" align="left">Unknown</td>
<td valign="top" align="center">20</td>
<td valign="top" align="center">11.8</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec></sec>
<sec sec-type="discussion" id="s4">
<label>4</label>
<title>Discussion</title>
<p>This study reveals striking patterns of late-stage disease presentation and identifies critical social determinants influencing diagnosis timing.</p>
<p>Our findings provide essential baseline data for developing targeted interventions to address the prostate cancer burden in Kenya and could potentially inform efforts in other sub-Saharan African countries.</p>
<p>The predominance of advanced disease at diagnosis in our cohort represents a public health crisis requiring immediate attention. This finding aligns closely with a previous study, which reported 87.5% advanced presentation, suggesting minimal progress in early detection over nearly two decades (<xref ref-type="bibr" rid="B12">12</xref>). This contrasts with Western populations, where over 80% of patients present with early-stage disease due to screening, highlighting the urgent need for systematic screening programs in Kenya (<xref ref-type="bibr" rid="B2">2</xref>).</p>
<p>Generally, PCa is prevalent among elderly males (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>, <xref ref-type="bibr" rid="B16">16</xref>). After the age of 40, African Americans men and those with a positive family history, face an increased risk of prostate cancer. In contrast white men experience a heightened risk after age 50, particularly if they have a family history (<xref ref-type="bibr" rid="B17">17</xref>). In this study 20% of the participants had a family history of prostate cancer which is comparable to what has been reported in other studies (<xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B19">19</xref>). One study reported that the risk of developing PCa depends on the age of the patient and the number of family members affected resulting in different strata of disease (<xref ref-type="bibr" rid="B20">20</xref>).</p>
<p>In West Africa there is an increased incidence of prostate cancer in the age range of 30&#x02013;100 years, with a mean of 67.7 years (<xref ref-type="bibr" rid="B3">3</xref>). In our study the lowest age was 49 years and oldest was 90 years with a mean of 70 years indicating that patients were generally slightly older at diagnosis than what is reported elsewhere, which may reflect late presentation and delayed diagnosis (<xref ref-type="bibr" rid="B21">21</xref>). This finding emphasizes the need for early prostate cancer screening.</p>
<p>Forty-two percent of the participants in this study were diagnosed in the 8th decade (71&#x02013;80 years). The US Preventive Services Task Force (USPTF) recommends against prostate cancer screening for men over 70 years (<xref ref-type="bibr" rid="B22">22</xref>). With the findings of this study further research is needed in sub-Saharan Africa and other lower-middle- income countries on the diagnosis and management of older men with prostate cancer, elucidating whether overdiagnosis and overtreatment are issues in this group of patients (<xref ref-type="bibr" rid="B3">3</xref>, <xref ref-type="bibr" rid="B23">23</xref>).</p>
<p>Clinicopathological characteristics investigated (Gleason score and PSA) varied widely. The majority of patients had high PSA levels at diagnosis, which were significantly associated with advanced disease. A review of 13 studies in sub-Saharan Africa reported substantial variation in mean PSA levels, with Senegal recording the highest mean of 1,447 &#x000B1; 812 ng/ml and a range of 5.88 to 21,660 ng/ml (<xref ref-type="bibr" rid="B3">3</xref>). In contrast the median PSA at diagnosis in the USA was 6.2 ng/ml in 2010 and rose to 7.1 ng/ml in 2018 due to reduced screening rates (<xref ref-type="bibr" rid="B24">24</xref>). This study found e very high levels of PSA in some patients with advanced disease highlighting the need for routine PSA screening and public awareness efforts to promote early detection (<xref ref-type="bibr" rid="B21">21</xref>).</p>
<p>More than half of the patients had a high Gleason Score (9 and 10) or ISUP Grade Group 5, indicative of aggressive disease. This aligns with other studies that found African populations have a higher incidence of high-grade tumors compared to other ethnic groups (<xref ref-type="bibr" rid="B25">25</xref>). Additionally, a few patients had ISUP Grade Group 1 and 2, emphasizing that prostate cancer in African settings is frequently diagnosed at an aggressive stage (<xref ref-type="bibr" rid="B26">26</xref>). In the USA patients are primarily diagnosed with Gleason grade groups 1 and 2 (<xref ref-type="bibr" rid="B24">24</xref>).</p>
<p>Socioeconomic factors such as lack of education, poverty, and income inequality are among the most important social determinants of health (<xref ref-type="bibr" rid="B27">27</xref>). Education emerged as a critical factor influencing stage at diagnosis. Higher education emerged as the strongest protective factor against advanced disease presentation. This finding reflects the critical role of health literacy in promoting early detection through improved understanding of symptoms, reduced healthcare navigation barriers, and proactive health-seeking behavior. The equal distribution of patients across primary (35.1%) and secondary (35.1%) education levels, with only 25% having tertiary education, indicates a substantial population at risk due to limited health literacy. Men with at least some college education were 53% more likely to be diagnosed with prostate cancer compared to those with a high school diploma or less (<xref ref-type="bibr" rid="B28">28</xref>). Limited education hampers the ability to interpret health information, as shown in studies where men with lower education levels had poor knowledge and uptake of prostate cancer screening (<xref ref-type="bibr" rid="B7">7</xref>, <xref ref-type="bibr" rid="B29">29</xref>). Expanding educational initiatives tailored to less-educated populations is critical for improving health literacy and promoting early detection. Annual household income&#x00027;s influence on the stage of prostate cancer was not evaluated in this study as many patients were unaware of or refused to disclose their income. Previous studies suggest that neighborhoods with poor socioeconomic conditions are linked to high-grade prostate cancer (<xref ref-type="bibr" rid="B30">30</xref>), independent of individual-level exposures (<xref ref-type="bibr" rid="B13">13</xref>). Married men were not found to have lower odds of being diagnosed with advanced stage disease. Contrary to expectations, this study suggests that marriage does not automatically confer a protective effect. These findings suggest that marriage, while often linked to better health outcomes (<xref ref-type="bibr" rid="B31">31</xref>), can have complex influences that warrant further qualitative exploration. A study from Canada revealed that single men had an increased risk of high-grade prostate cancer at diagnosis compared to men currently married or with a partner (<xref ref-type="bibr" rid="B32">32</xref>). These findings suggest complex social dynamics in health-seeking behavior and potential barriers to timely care. The inverse association between social support and advanced stage at prostate cancer diagnosis may be explained by several factors (<xref ref-type="bibr" rid="B30">30</xref>). Men may be influenced by their spouse, other relatives (<xref ref-type="bibr" rid="B30">30</xref>), or friends within their social network to undergo prostate cancer screening. In addition, marital status is positively associated with health insurance and household income. Men who are married may have greater access to health care associated with prostate cancer screening. In an analysis of SEER cancer registry data, the relationship between marital status and prostate cancer survival was investigated. Married patients were less likely to present with metastatic disease and less likely to die as a result of prostate cancer than unmarried patients (<xref ref-type="bibr" rid="B33">33</xref>). Single men had an increased risk of high-grade prostate cancer at diagnosis compared to men currently married or with a partner.</p>
<p>Despite the controversy surrounding PSA screening, individuals with higher health literacy may exhibit greater proactive engagement in their urologic healthcare (<xref ref-type="bibr" rid="B34">34</xref>). In our study, more than 75% of the participants did not know or could not identify prostate cancer symptoms. Similarly, knowledge of prostate cancer symptoms was associated with lower odds of late-stage diagnosis. Cultural norms, stigma, caregiving responsibilities, or dependence on spousal prompting may delay timely health-seeking; this is supported by the large number of participants lacking symptom awareness, suggesting cultural barriers to health literacy.</p>
<p>This study shows that despite the majority of the participants being covered by the government- subsidized insurance they still presented with advanced disease in 85% of the cases. Expanding the Social Hospital Insurance Fund (SHIF) to include free or low-cost prostate cancer screening could significantly improve access instead of insuring patients for treatment purposes after diagnosis.</p>
<p>In terms of residence, there was a trend toward earlier detection in rural areas outside Nairobi. This unexpected trend could reflect greater health system delays or navigation challenges in urban settings, suggesting a need for targeted interventions in metropolitan areas. It may also indicate that patients traveling from areas outside Nairobi were financially advantaged and had relatives living in Nairobi who had access to pathways and navigation systems. Further research in this area should be considered. A study looking at differences in rural vs. urban patients in diagnosis and treatment in a population-based cohort in Carolina found that patients with prostate cancer who live in rural vs. urban areas experience several differences in care that are likely clinically meaningful, including fewer cores in the diagnostic biopsy, less utilization of multidisciplinary consultation, less use of active surveillance or observation for low-risk disease (<xref ref-type="bibr" rid="B35">35</xref>). A study investigated the determinants of cancer care pathways at Wajir County in Kenya using a mixed-method approach to understand the patient&#x00027;s perspective of cancer care. They found a high burden of late-stage cancer disease, low screening rates and treatment services, limited access to pathways and navigation systems (<xref ref-type="bibr" rid="B36">36</xref>).</p>
<p>Spirituality emerged as a significant factor driving late-stage disease. This result should be interpreted considering the likelihood of older and more spiritual men delaying care. More spiritual men would prioritize faith over early screening and do not consider themselves at risk due to their faith.</p>
<p>Although our current study did not investigate cultural beliefs and societal attitudes toward health, cancer and masculinity may influence whether individuals seek medical help or participate in PCa screenings. Overcoming cultural barriers is essential for promoting awareness and early detection (<xref ref-type="bibr" rid="B21">21</xref>). In South Africa, local clinics are women-dominated, and men shy away from them. Moreover, within many African cultures, it is often considered shameful for African men to discuss their sexual or reproductive health issues with women. This is perceived as a sign of weakness and contradicts traditional notions of masculinity. As a result, men frequently present at local clinics with advanced-stage diseases. Policymakers could take steps to improve advocacy for men&#x00027;s health culture in order to address this issue (<xref ref-type="bibr" rid="B37">37</xref>).</p>
<p>This study is not without limitations that should be considered when interpreting this data. The study primarily recruited patients from KNH and MP Shah Hospital; thus, these data may not be representative of the wider Kenyan population or other urban and rural settings where access to healthcare differ significantly. Rural populations in Kenya face substantial barriers, including limited health infrastructure, fewer trained health personnel, longer travel distances to specialized centers, and lower literacy levels. These factors may result in even later presentations and poorer outcomes than those observed in this cohort. This limits the extent to which the results can be generalized beyond the study population. Small subgroup sizes for categorical variables may have reduced the statistical power of the study; therefore, longitudinal designs are warranted to explore qualitative factors leading to late-stage diagnosis. A larger sample across multiple regions in Kenya would provide a more comprehensive understanding of disease patterns. Variations in PSA testing methods, quality assurance, and thresholds across healthcare facilities may have influenced the reported PSA levels at diagnosis. The findings of this study provide important information on the presentation of prostate cancer at diagnosis in Kenya and highlight the need for improved screening and diagnostic programs.</p>
<p>The high burden of advanced prostate cancer at diagnosis could be mitigated by prioritizing community-based PSA screening camps in rural areas and training male health workers to address masculinity-related barriers. There is a need for research exploring the social determinants of health leading to late presentation and delayed diagnosis, including socioeconomic barriers, healthcare access, and genetic predispositions, to inform tailored intervention policies.</p></sec>
<sec sec-type="conclusion" id="s5">
<label>5</label>
<title>Conclusion</title>
<p>The late-stage presentation of prostate cancer in Kenya remains a significant challenge, highlighting delays in early detection. This study provides critical insights into the clinicopathological characteristics of prostate cancer patients and their determinants, revealing a high burden of aggressive and advanced-stage disease at diagnosis.</p>
<p>The findings underscore the urgent need for early detection programs, integrating free PSA testing into Kenya&#x00027;s SHIF-covered annual health checks for men over 50 years. With 85% of patients presenting with metastatic disease and half exhibiting highly aggressive tumors (Gleason grade 9&#x02013;10), community-based screening must prioritize high-risk groups (e.g., men with a family history). In addition, public awareness campaigns to promote earlier diagnosis and better patient outcomes are necessary. Partnering with local leaders to destigmatize men&#x00027;s health screening could address cultural barriers identified in this study. Immediate funding for longitudinal research is critical for studies to explore why Kenyan men, despite insurance coverage (96.5%), still present late-whether due to systemic delays, cultural stigma, or genetic susceptibility. Unexpected links between marital status, spirituality, and late diagnosis warrant qualitative research to uncover the hidden sociocultural dynamics.</p></sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="s7">
<title>Ethics statement</title>
<p>The studies involving humans were approved by KNH/UON Ethics and Research Committee. The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study. The animal study was approved by KNH/UON Ethics and Research Committee. The study was conducted in accordance with the local legislation and institutional requirements.</p>
</sec>
<sec sec-type="author-contributions" id="s8">
<title>Author contributions</title>
<p>CW: Project administration, Writing &#x02013; original draft, Methodology, Formal analysis, Funding acquisition, Data curation, Resources, Conceptualization, Writing &#x02013; review &#x00026; editing, Investigation. ST: Supervision, Writing &#x02013; review &#x00026; editing. DO: Supervision, Writing &#x02013; review &#x00026; editing. CR: Funding acquisition, Formal analysis, Data curation, Writing &#x02013; review &#x00026; editing, Supervision. CZ-J: Supervision, Writing &#x02013; review &#x00026; editing.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s10">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not 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 sec-type="disclaimer" id="s11">
<title>Publisher&#x00027;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Sung</surname> <given-names>H</given-names></name> <name><surname>Ferlay</surname> <given-names>J</given-names></name> <name><surname>Siegel</surname> <given-names>RL</given-names></name> <name><surname>Laversanne</surname> <given-names>M</given-names></name> <name><surname>Soerjomataram</surname> <given-names>I</given-names></name> <name><surname>Jemal</surname> <given-names>A</given-names></name> <etal/></person-group>. <article-title>Global cancer statistics 2020: globocan estimates of incidence and mortality worldwide for 36 cancers in 185 countries</article-title>. <source>CA Cancer J Clin.</source> (<year>2021</year>) <volume>71</volume>:<fpage>209</fpage>&#x02013;<lpage>49</lpage>. doi: <pub-id pub-id-type="doi">10.3322/caac.21660</pub-id><pub-id pub-id-type="pmid">33538338</pub-id></mixed-citation>
</ref>
<ref id="B2">
<label>2.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Li</surname> <given-names>J</given-names></name> <name><surname>Djenaba</surname> <given-names>JA</given-names></name> <name><surname>Soman</surname> <given-names>A</given-names></name> <name><surname>Rim</surname> <given-names>SH</given-names></name> <name><surname>Master</surname> <given-names>VA</given-names></name></person-group>. <article-title>Recent trends in prostate cancer incidence by age, cancer stage, and grade, the United States, 2001&#x02013;2007</article-title>. <source>Prostate Cancer.</source> (<year>2012</year>) <volume>2012</volume>:<fpage>691380</fpage>. doi: <pub-id pub-id-type="doi">10.1155/2012/691380</pub-id><pub-id pub-id-type="pmid">23251806</pub-id></mixed-citation>
</ref>
<ref id="B3">
<label>3.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Cassell</surname> <given-names>A</given-names></name> <name><surname>Yunusa</surname> <given-names>B</given-names></name> <name><surname>Jalloh</surname> <given-names>M</given-names></name> <name><surname>Mbodji</surname> <given-names>MM</given-names></name> <name><surname>Diallo</surname> <given-names>A</given-names></name> <name><surname>Ndoye</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>A review of localized prostate cancer: an African perspective</article-title>. <source>World J Oncol</source>. (<year>2019</year>) <volume>10</volume>:<fpage>162</fpage>&#x02013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.14740/wjon1221</pub-id><pub-id pub-id-type="pmid">31636789</pub-id></mixed-citation>
</ref>
<ref id="B4">
<label>4.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kumar</surname> <given-names>S</given-names></name> <name><surname>Burney</surname> <given-names>IK</given-names></name> <name><surname>Ikram</surname> <given-names>A</given-names></name> <name><surname>Satyapal</surname> <given-names>N</given-names></name> <name><surname>Kunju</surname> <given-names>J</given-names></name> <name><surname>Al-Marhoon</surname> <given-names>MS</given-names></name> <etal/></person-group>. <article-title>Clinicopathological features, treatment and outcome of Omani patients with localised prostate cancer</article-title>. <source>Arab J Urol.</source> (<year>2020</year>) <volume>18</volume>:<fpage>219</fpage>&#x02013;<lpage>25</lpage>. doi: <pub-id pub-id-type="doi">10.1080/2090598X.2020.1781386</pub-id><pub-id pub-id-type="pmid">33312732</pub-id></mixed-citation>
</ref>
<ref id="B5">
<label>5.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ikuerowo</surname> <given-names>SO</given-names></name> <name><surname>Omisanjo</surname> <given-names>OA</given-names></name> <name><surname>Bioku</surname> <given-names>MJ</given-names></name> <name><surname>Ajala</surname> <given-names>MO</given-names></name> <name><surname>Mordi</surname> <given-names>VPN</given-names></name> <name><surname>Esho</surname> <given-names>JO</given-names></name></person-group>. <article-title>Prevalence and characteristics of prostate cancer among participants of a community-based screening in Nigeria using serum prostate specific antigen and digital rectal examination</article-title>. <source>Pan Afr Med J.</source> (<year>2013</year>) <volume>15</volume>:<fpage>129</fpage>. doi: <pub-id pub-id-type="doi">10.11604/pamj.2013.15.129.2489</pub-id><pub-id pub-id-type="pmid">24255735</pub-id></mixed-citation>
</ref>
<ref id="B6">
<label>6.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Yeboah</surname> <given-names>ED</given-names></name> <name><surname>Hsing</surname> <given-names>AW</given-names></name> <name><surname>Mante</surname> <given-names>S</given-names></name> <name><surname>Mensah</surname> <given-names>JE</given-names></name> <name><surname>Kyei</surname> <given-names>MY</given-names></name> <name><surname>Yarney</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>Management of prostate cancer in Accra, Ghana</article-title>. <source>J West Afr Coll Surg.</source> (<year>2016</year>) <volume>6</volume>:<fpage>31</fpage>&#x02013;<lpage>65</lpage>. <pub-id pub-id-type="pmid">29181364</pub-id></mixed-citation>
</ref>
<ref id="B7">
<label>7.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bugoye</surname> <given-names>FC</given-names></name> <name><surname>Leyna</surname> <given-names>GH</given-names></name> <name><surname>Moen</surname> <given-names>K</given-names></name> <name><surname>Mmbaga</surname> <given-names>EJ</given-names></name></person-group>. <article-title>Knowledge, perceived risk and utilization of prostate cancer screening services among men in Dar Es Salaam, Tanzania</article-title>. <source>Prostate Cancer.</source> (<year>2019</year>) <volume>2019</volume>:<fpage>2463048</fpage>. doi: <pub-id pub-id-type="doi">10.1155/2019/2463048</pub-id><pub-id pub-id-type="pmid">31871794</pub-id></mixed-citation>
</ref>
<ref id="B8">
<label>8.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Taha</surname> <given-names>SM</given-names></name> <name><surname>Weng</surname> <given-names>HY</given-names></name> <name><surname>Mohammed</surname> <given-names>MEI</given-names></name> <name><surname>Osman</surname> <given-names>YM</given-names></name> <name><surname>N&#x00027;dri</surname> <given-names>N</given-names></name> <name><surname>Mohammed</surname> <given-names>SI</given-names></name> <etal/></person-group>. <article-title>Prostate cancer clinical characteristics and outcomes in Central Sudan</article-title>. <source>Ecancermedicalscience</source>. (<year>2020</year>) <volume>14</volume>:<fpage>1116</fpage>. doi: <pub-id pub-id-type="doi">10.3332/ecancer.2020.1116</pub-id><pub-id pub-id-type="pmid">33209107</pub-id></mixed-citation>
</ref>
<ref id="B9">
<label>9.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Okuku</surname> <given-names>F</given-names></name> <name><surname>Orem</surname> <given-names>J</given-names></name> <name><surname>Holoya</surname> <given-names>G</given-names></name> <name><surname>De Boer</surname> <given-names>C</given-names></name> <name><surname>Thompson</surname> <given-names>CL</given-names></name> <name><surname>Cooney</surname> <given-names>MM</given-names></name></person-group>. <article-title>Prostate cancer burden at the Uganda Cancer Institute</article-title>. <source>J Glob Oncol.</source> (<year>2016</year>) <volume>2</volume>:<fpage>181</fpage>&#x02013;<lpage>5</lpage>. doi: <pub-id pub-id-type="doi">10.1200/JGO.2015.001040</pub-id><pub-id pub-id-type="pmid">28717700</pub-id></mixed-citation>
</ref>
<ref id="B10">
<label>10.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Ferlay</surname> <given-names>J</given-names></name> <name><surname>Colombet</surname> <given-names>M</given-names></name> <name><surname>Soerjomataram</surname> <given-names>I</given-names></name> <name><surname>Mathers</surname> <given-names>C</given-names></name> <name><surname>Parkin</surname> <given-names>DM</given-names></name> <name><surname>Pi&#x000F1;eros</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Estimating the global cancer incidence and mortality in 2018: GLOBOCAN sources and methods</article-title>. <source>Int J Cancer.</source> (<year>2019</year>) <volume>144</volume>:<fpage>1941</fpage>&#x02013;<lpage>53</lpage>. doi: <pub-id pub-id-type="doi">10.1002/ijc.31937</pub-id><pub-id pub-id-type="pmid">30350310</pub-id></mixed-citation>
</ref>
<ref id="B11">
<label>11.</label>
<mixed-citation publication-type="web"><person-group person-group-type="author"><name><surname>-</surname> <given-names>International Agency for Research on Cancer</given-names></name></person-group>. <source>kenya-fact-sheets.pdf</source> . Available online at: <ext-link ext-link-type="uri" xlink:href="https://gco.iarc.fr/today/data/factsheets/populations/404-kenya-fact-sheets.pdf">https://gco.iarc.fr/today/data/factsheets/populations/404-kenya-fact-sheets.pdf</ext-link> (Accessed November 30, 2023).</mixed-citation>
</ref>
<ref id="B12">
<label>12.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Wasike</surname> <given-names>RW</given-names></name> <name><surname>Magoha G</surname> <given-names>a</given-names></name></person-group>. O. Descriptive case series of patients presenting with cancer of the prostate and their management at Kenyatta National Hospital, Nairobi. <source>East Afr Med J</source>. (<year>2007</year>) 84(9 Suppl.):S31-35. doi: <pub-id pub-id-type="doi">10.4314/eamj.v84i9.9559</pub-id></mixed-citation>
</ref>
<ref id="B13">
<label>13.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Major</surname> <given-names>JM</given-names></name> <name><surname>Norman Oliver</surname> <given-names>M</given-names></name> <name><surname>Doubeni</surname> <given-names>CA</given-names></name> <name><surname>Hollenbeck</surname> <given-names>AR</given-names></name> <name><surname>Graubard</surname> <given-names>BI</given-names></name> <name><surname>Sinha</surname> <given-names>R</given-names></name></person-group>. <article-title>Socioeconomic status, healthcare density, and risk of prostate cancer among African American and Caucasian men in a large prospective study</article-title>. <source>Cancer Causes Control CCC.</source> (<year>2012</year>) <volume>23</volume>:<fpage>1185</fpage>&#x02013;<lpage>91</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10552-012-9988-8</pub-id><pub-id pub-id-type="pmid">22674292</pub-id></mixed-citation>
</ref>
<ref id="B14">
<label>14.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Lichtensztajn</surname> <given-names>DY</given-names></name> <name><surname>Gomez</surname> <given-names>SL</given-names></name> <name><surname>Sieh</surname> <given-names>W</given-names></name> <name><surname>Chung</surname> <given-names>BI</given-names></name> <name><surname>Cheng</surname> <given-names>I</given-names></name> <name><surname>Brooks</surname> <given-names>JD</given-names></name></person-group>. <article-title>Prostate cancer risk profiles of Asian-American men: disentangling the effects of immigration status and race/ethnicity</article-title>. <source>J Urol.</source> (<year>2014</year>) <volume>191</volume>:<fpage>952</fpage>&#x02013;<lpage>6</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.juro.2013.10.075</pub-id><pub-id pub-id-type="pmid">24513166</pub-id></mixed-citation>
</ref>
<ref id="B15">
<label>15.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Coughlin</surname> <given-names>SS</given-names></name> <name><surname>A</surname></name></person-group>. <article-title>review of social determinants of prostate cancer risk, stage, and survival</article-title>. <source>Prostate Int.</source> (<year>2020</year>) <volume>8</volume>:<fpage>49</fpage>&#x02013;<lpage>54</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.prnil.2019.08.001</pub-id></mixed-citation>
</ref>
<ref id="B16">
<label>16.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Odedina</surname> <given-names>FT</given-names></name> <name><surname>Ragin</surname> <given-names>C</given-names></name> <name><surname>Martin</surname> <given-names>D</given-names></name> <name><surname>Moser</surname> <given-names>RP</given-names></name> <name><surname>Oliver</surname> <given-names>J</given-names></name> <name><surname>McDonald</surname> <given-names>AC</given-names></name> <etal/></person-group>. <article-title>Standardized global behavioral and epidemiological measures for prostate cancer studies in Black men</article-title>. <source>Cancer Health Disparities</source>. (<year>2020</year>) <volume>4</volume>:<fpage>e1</fpage>&#x02013;<lpage>e16</lpage>. doi: <pub-id pub-id-type="doi">10.9777/chd.2019.1014</pub-id></mixed-citation>
</ref>
<ref id="B17">
<label>17.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Barsouk</surname> <given-names>A</given-names></name> <name><surname>Padala</surname> <given-names>SA</given-names></name> <name><surname>Vakiti</surname> <given-names>A</given-names></name> <name><surname>Mohammed</surname> <given-names>A</given-names></name> <name><surname>Saginala</surname> <given-names>K</given-names></name> <name><surname>Thandra</surname> <given-names>KC</given-names></name> <etal/></person-group>. <article-title>Epidemiology, staging and management of prostate cancer</article-title>. <source>Med Sci</source>. (<year>2020</year>) <volume>8</volume>:<fpage>28</fpage>. doi: <pub-id pub-id-type="doi">10.3390/medsci8030028</pub-id><pub-id pub-id-type="pmid">32698438</pub-id></mixed-citation>
</ref>
<ref id="B18">
<label>18.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Gallagher</surname> <given-names>RP</given-names></name> <name><surname>Fleshner</surname> <given-names>N</given-names></name></person-group>. <article-title>Prostate cancer: 3. Individual risk factors</article-title>. <source>Prostate Cancer</source>. (<year>1998</year>), <fpage>807</fpage>&#x02013;<lpage>813</lpage>. <pub-id pub-id-type="pmid">9805030</pub-id></mixed-citation>
</ref>
<ref id="B19">
<label>19.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Kupelian</surname> <given-names>PA</given-names></name> <name><surname>Klein</surname> <given-names>EA</given-names></name> <name><surname>Witte</surname> <given-names>JS</given-names></name> <name><surname>Kupelian</surname> <given-names>VA</given-names></name> <name><surname>Suh</surname> <given-names>JH</given-names></name></person-group>. <article-title>Familial prostate cancer. a different disease?</article-title> <source>J Urol.</source> (<year>1997</year>) <volume>158</volume>:<fpage>2197</fpage>&#x02013;<lpage>201</lpage>. doi: <pub-id pub-id-type="doi">10.1016/S0022-5347(01)68194-1</pub-id><pub-id pub-id-type="pmid">9366343</pub-id></mixed-citation>
</ref>
<ref id="B20">
<label>20.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bratt</surname> <given-names>O</given-names></name> <name><surname>Drevin</surname> <given-names>L</given-names></name> <name><surname>Akre</surname> <given-names>O</given-names></name> <name><surname>Garmo</surname> <given-names>H</given-names></name> <name><surname>Stattin</surname> <given-names>P</given-names></name></person-group>. <article-title>Family history and probability of prostate cancer, differentiated by risk category: a nationwide population-based study</article-title>. <source>JNCI J Natl Cancer Inst</source>. (<year>2016</year>). 108:djw110. doi: <pub-id pub-id-type="doi">10.1093/jnci/djw110</pub-id><pub-id pub-id-type="pmid">27400876</pub-id></mixed-citation>
</ref>
<ref id="B21">
<label>21.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Waihenya</surname> <given-names>C</given-names></name> <name><surname>Thumbi</surname> <given-names>SM</given-names></name> <name><surname>Ojuka</surname> <given-names>DK</given-names></name> <name><surname>Ragin</surname> <given-names>C</given-names></name> <name><surname>Zeigler-Johnson</surname> <given-names>C</given-names></name></person-group>. <article-title>Barriers and facilitators to prostate cancer screening, early presentation and diagnosis-experiences of men diagnosed with prostate cancer in Kenya</article-title>. <source>Front Cancer Control Soc.</source> (<year>2025</year>) <volume>3</volume>:<fpage>1521454</fpage>. doi: <pub-id pub-id-type="doi">10.3389/fcacs.2025.1521454</pub-id></mixed-citation>
</ref>
<ref id="B22">
<label>22.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><collab>Bibbins-Domingo K Grossman DC Curry SJ The The US Preventive Services Task Force</collab></person-group>. <article-title>Draft recommendation statement on screening for prostate cancer: an invitation to review and comment</article-title>. <source>JAMA.</source> (<year>2017</year>) <volume>317</volume>:<fpage>1949</fpage>&#x02013;<lpage>50</lpage>. doi: <pub-id pub-id-type="doi">10.1001/jama.2017.4413</pub-id></mixed-citation>
</ref>
<ref id="B23">
<label>23.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Litchfield</surname> <given-names>MJ</given-names></name> <name><surname>Cumming</surname> <given-names>RG</given-names></name> <name><surname>Smith</surname> <given-names>DP</given-names></name> <name><surname>Naganathan</surname> <given-names>V</given-names></name> <name><surname>Le Couteur</surname> <given-names>DG</given-names></name> <name><surname>Waite</surname> <given-names>LM</given-names></name> <etal/></person-group>. <article-title>Prostate-specific antigen levels in men aged 70 years and over: findings from the CHAMP study</article-title>. <source>Med J Aust.</source> (<year>2012</year>) <volume>196</volume>:<fpage>395</fpage>&#x02013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.5694/j.1326-5377.2012.tb04214.x</pub-id><pub-id pub-id-type="pmid">22471541</pub-id></mixed-citation>
</ref>
<ref id="B24">
<label>24.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Borregales</surname> <given-names>LD</given-names></name> <name><surname>DeMeo</surname> <given-names>G</given-names></name> <name><surname>Gu</surname> <given-names>X</given-names></name> <name><surname>Cheng</surname> <given-names>E</given-names></name> <name><surname>Dudley</surname> <given-names>V</given-names></name> <name><surname>Schaeffer</surname> <given-names>EM</given-names></name> <etal/></person-group>. <article-title>Grade migration of prostate cancer in the United States during the last decade</article-title>. <source>JNCI J Natl Cancer Inst.</source> (<year>2022</year>) <volume>114</volume>:<fpage>1012</fpage>&#x02013;<lpage>9</lpage>. doi: <pub-id pub-id-type="doi">10.1093/jnci/djac066</pub-id><pub-id pub-id-type="pmid">35348709</pub-id></mixed-citation>
</ref>
<ref id="B25">
<label>25.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Rebbeck</surname> <given-names>TR</given-names></name></person-group>. <article-title>Cancer in sub-Saharan Africa</article-title>. <source>Science.</source> (<year>2020</year>) <volume>367</volume>:<fpage>27</fpage>&#x02013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1126/science.aay4743</pub-id></mixed-citation>
</ref>
<ref id="B26">
<label>26.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Adeloye</surname> <given-names>D</given-names></name> <name><surname>David</surname> <given-names>RA</given-names></name> <name><surname>Aderemi</surname> <given-names>AV</given-names></name> <name><surname>Iseolorunkanmi</surname> <given-names>A</given-names></name> <name><surname>Oyedokun</surname> <given-names>A</given-names></name> <name><surname>Iweala</surname> <given-names>EEJ</given-names></name> <etal/></person-group>. <article-title>An estimate of the incidence of prostate cancer in Africa: a systematic review and meta-analysis</article-title>. <source>PLoS ONE.</source> (<year>2016</year>) <volume>11</volume>:<fpage>e0153496</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0153496</pub-id><pub-id pub-id-type="pmid">27073921</pub-id></mixed-citation>
</ref>
<ref id="B27">
<label>27.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Freedland</surname> <given-names>SJ</given-names></name> <name><surname>Niyazov</surname> <given-names>A</given-names></name> <name><surname>Nazari</surname> <given-names>J</given-names></name> <name><surname>Worthington</surname> <given-names>E</given-names></name> <name><surname>Lansing</surname> <given-names>A</given-names></name> <name><surname>Rosta</surname> <given-names>E</given-names></name> <etal/></person-group>. <article-title>Social determinants of health (SDOH) and survival among patients with metastatic prostate cancer (mPC): a systematic literature review (SLR)</article-title>. <source>J Clin Oncol.</source> (<year>2023</year>) <volume>41</volume>:<fpage>25</fpage>&#x02013;<lpage>25</lpage>. doi: <pub-id pub-id-type="doi">10.1200/JCO.2023.41.6_suppl.25</pub-id></mixed-citation>
</ref>
<ref id="B28">
<label>28.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Pudrovska</surname> <given-names>T</given-names></name> <name><surname>Anishkin</surname> <given-names>A</given-names></name></person-group>. <article-title>Clarifying the positive association between education and prostate cancer: a monte carlo simulation approach</article-title>. <source>J Appl Gerontol Off J South Gerontol Soc.</source> (<year>2015</year>) <volume>34</volume>:<fpage>293</fpage>&#x02013;<lpage>316</lpage>. doi: <pub-id pub-id-type="doi">10.1177/0733464812473798</pub-id><pub-id pub-id-type="pmid">24652869</pub-id></mixed-citation>
</ref>
<ref id="B29">
<label>29.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Baratedi</surname> <given-names>WM</given-names></name> <name><surname>Tshiamo</surname> <given-names>WB</given-names></name> <name><surname>Mogobe</surname> <given-names>KD</given-names></name> <name><surname>McFarland</surname> <given-names>DM</given-names></name></person-group>. <article-title>Barriers to prostate cancer screening by men in sub-Saharan Africa: an integrated review</article-title>. <source>J Nurs Scholarsh Off Publ Sigma Theta Tau Int Honor Soc Nurs.</source> (<year>2020</year>) <volume>52</volume>:<fpage>85</fpage>&#x02013;<lpage>94</lpage>. doi: <pub-id pub-id-type="doi">10.1111/jnu.12529</pub-id><pub-id pub-id-type="pmid">31733043</pub-id></mixed-citation>
</ref>
<ref id="B30">
<label>30.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Bergelt</surname> <given-names>C</given-names></name> <name><surname>Prescott</surname> <given-names>E</given-names></name> <name><surname>Gr&#x000F8;nb&#x000E6;k</surname> <given-names>M</given-names></name> <name><surname>Koch</surname> <given-names>U</given-names></name> <name><surname>Johansen</surname> <given-names>C</given-names></name></person-group>. <article-title>Social ties and risk for cancer &#x02013; a prospective cohort study</article-title>. <source>Acta Oncol.</source> (<year>2009</year>) <volume>48</volume>:<fpage>1010</fpage>&#x02013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1080/02841860903036230</pub-id></mixed-citation>
</ref>
<ref id="B31">
<label>31.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>N</given-names></name> <name><surname>McGrath</surname> <given-names>CB</given-names></name> <name><surname>Ericsson</surname> <given-names>CI</given-names></name> <name><surname>Vaselkiv</surname> <given-names>JB</given-names></name> <name><surname>Rencsok</surname> <given-names>EM</given-names></name> <name><surname>Stopsack</surname> <given-names>KH</given-names></name> <etal/></person-group>. <article-title>Marital status, living arrangement, and survival among individuals with advanced prostate cancer in the international registry for men with advanced prostate cancer</article-title>. <source>Cancer Epidemiol Biomarkers Prev</source>. (<year>2024</year>) <volume>33</volume>:<fpage>419</fpage>&#x02013;<lpage>25</lpage>. doi: <pub-id pub-id-type="doi">10.1158/1538-7445.AM2023-6489</pub-id><pub-id pub-id-type="pmid">38189661</pub-id></mixed-citation>
</ref>
<ref id="B32">
<label>32.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Salmon</surname> <given-names>C</given-names></name> <name><surname>Quesnel-Vall&#x000E9;e</surname> <given-names>A</given-names></name> <name><surname>Parent</surname> <given-names>M&#x000C9;</given-names></name></person-group>. <article-title>Family structure and living arrangements as indicators of social isolation, and prostate cancer risk</article-title>. <source>Prev Med.</source> (<year>2023</year>) <volume>172</volume>:<fpage>107544</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ypmed.2023.107544</pub-id><pub-id pub-id-type="pmid">37178831</pub-id></mixed-citation>
</ref>
<ref id="B33">
<label>33.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Aizer</surname> <given-names>AA</given-names></name> <name><surname>Chen</surname> <given-names>MH</given-names></name> <name><surname>McCarthy</surname> <given-names>EP</given-names></name> <name><surname>Mendu</surname> <given-names>ML</given-names></name> <name><surname>Koo</surname> <given-names>S</given-names></name> <name><surname>Wilhite</surname> <given-names>TJ</given-names></name> <etal/></person-group>. <article-title>Marital status and survival in patients with cancer</article-title>. <source>J Clin Oncol.</source> (<year>2013</year>) <volume>31</volume>:<fpage>3869</fpage>&#x02013;<lpage>76</lpage>. doi: <pub-id pub-id-type="doi">10.1200/JCO.2013.49.6489</pub-id></mixed-citation>
</ref>
<ref id="B34">
<label>34.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Jamieson</surname> <given-names>SC</given-names></name> <name><surname>Mallory</surname> <given-names>CW</given-names></name> <name><surname>Jivanji</surname> <given-names>DR</given-names></name> <name><surname>Perez</surname> <given-names>A</given-names></name> <name><surname>Castro</surname> <given-names>G</given-names></name> <name><surname>Barengo</surname> <given-names>NC</given-names></name> <etal/></person-group>. <article-title>The role of health literacy in prostate cancer screening</article-title>. <source>Urology.</source> (<year>2022</year>) <volume>163</volume>:<fpage>112</fpage>&#x02013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.urology.2021.05.100</pub-id><pub-id pub-id-type="pmid">34375651</pub-id></mixed-citation>
</ref>
<ref id="B35">
<label>35.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Shen</surname> <given-names>X</given-names></name> <name><surname>Kane</surname> <given-names>K</given-names></name> <name><surname>Katz</surname> <given-names>AJ</given-names></name> <name><surname>Usinger</surname> <given-names>D</given-names></name> <name><surname>Cao</surname> <given-names>Y</given-names></name> <name><surname>Chen</surname> <given-names>RC</given-names></name></person-group>. <article-title>Differences in rural versus urban patients with prostate cancer in diagnosis and treatment: an analysis of a population-based cohort</article-title>. <source>JCO Oncol Pract.</source> (<year>2024</year>) <volume>20</volume>:<fpage>1109</fpage>&#x02013;<lpage>14</lpage>. doi: <pub-id pub-id-type="doi">10.1200/OP.23.00547</pub-id><pub-id pub-id-type="pmid">38739876</pub-id></mixed-citation>
</ref>
<ref id="B36">
<label>36.</label>
<mixed-citation publication-type="web"><person-group person-group-type="author"><name><surname>Affey</surname> <given-names>F</given-names></name> <name><surname>Halake</surname> <given-names>DG</given-names></name> <name><surname>Wainaina</surname> <given-names>GM</given-names></name> <name><surname>Osman</surname> <given-names>HA</given-names></name> <name><surname>Ndukui</surname> <given-names>JG</given-names></name> <name><surname>Abdourahman</surname> <given-names>H</given-names></name> <etal/></person-group>. <source>Determinants of Cancer Care Pathways at Wajir County, Kenya: Patient Perspectives</source> (<year>2025</year>). Available online at: <ext-link ext-link-type="uri" xlink:href="http://ecancer.org/en/journal/article/1841-determinants-of-cancer-care-pathways-at-wajir-county-kenya-patient-perspectives">http://ecancer.org/en/journal/article/1841-determinants-of-cancer-care-pathways-at-wajir-county-kenya-patient-perspectives</ext-link> (Accessed April 20, 2025). <pub-id pub-id-type="pmid">40248269</pub-id></mixed-citation>
</ref>
<ref id="B37">
<label>37.</label>
<mixed-citation publication-type="journal"><person-group person-group-type="author"><name><surname>Marima</surname> <given-names>R</given-names></name> <name><surname>Mbeje</surname> <given-names>M</given-names></name> <name><surname>Hull</surname> <given-names>R</given-names></name> <name><surname>Demetriou</surname> <given-names>D</given-names></name> <name><surname>Mtshali</surname> <given-names>N</given-names></name> <name><surname>Dlamini</surname> <given-names>Z</given-names></name></person-group>. <article-title>Prostate cancer disparities and management in Southern Africa: insights into practices, norms and values</article-title>. <source>Cancer Manag Res.</source> (<year>2022</year>) <volume>14</volume>:<fpage>3567</fpage>&#x02013;<lpage>79</lpage>. doi: <pub-id pub-id-type="doi">10.2147/CMAR.S382903</pub-id><pub-id pub-id-type="pmid">36597514</pub-id></mixed-citation>
</ref>
</ref-list>
<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2730067/overview">Saira Khan</ext-link>, Washington University in St. Louis, United States</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1173468/overview">Sohail Akhtar</ext-link>, The University of Haripur, Pakistan</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3136399/overview">Moses Gitonga</ext-link>, Dedan Kimathi University of Technology, Kenya</p>
</fn>
</fn-group>
</back>
</article>