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Search Results (544)

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Keywords = race disparity

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12 pages, 480 KiB  
Brief Report
Treated but Uncontrolled: Characterizing Hypertension in a Sample of 357 Older Adults in the Southeastern United States
by Rachel Helms, Laura A. Robinson, Paul S. Fiore, Kelly P. Strickland, Sarah O. Watts, Felicia J. Tuggle, Jennifer L. Slay, Jeanna Sewell and Andrew D. Frugé
Geriatrics 2025, 10(4), 101; https://doi.org/10.3390/geriatrics10040101 - 26 Jul 2025
Viewed by 160
Abstract
Background/Objectives: Hypertension (HTN) continues to be a leading cause of death and disability in older adults, especially in the southeastern United States. A cross-sectional study was conducted to evaluate the relationships among measured, diagnosed, and treated (HTN) in community-dwelling adults participating in [...] Read more.
Background/Objectives: Hypertension (HTN) continues to be a leading cause of death and disability in older adults, especially in the southeastern United States. A cross-sectional study was conducted to evaluate the relationships among measured, diagnosed, and treated (HTN) in community-dwelling adults participating in student-led health screenings in eastern Alabama. Methods: Between 2017 and 2019, students from health-related disciplines facilitated screenings at 23 community and independent living sites to conduct health assessments, including measuring blood pressure (BP), obtaining medical history, and evaluating current prescriptions. Statistical analyses including chi-square tests, t-tests, and backward stepwise linear regression were performed. Results: The current sample includes data from 357 adults aged 60 to 99 years (mean age 74.6 ± 8.7), who were 70.9% females, 60.8% identifying as Black/African American (BA), and 36.8% residing in rural areas. The majority of clients had a prior HTN diagnosis (71.1%) and/or currently measured HTN (78.7%). Forty-three percent of adults screened had measured, diagnosed, and pharmaceutically treated HTN, while 31% had measured but untreated HTN. Black clients had higher measured systolic and diastolic BP and were more likely to also have been diagnosed with HTN (p < 0.05 for all). Linear regression indicated that lower systolic BP was predicted by not living alone (p = 0.003), White race (p = 0.004), and previous HTN diagnosis (p = 0.012), while female gender (p = 0.079) and decreasing body mass index (p = 0.053) had marginal predictive value. Conclusions: These results indicate that awareness and screening of HTN in this population are noteworthy, though management of the disease through ongoing screening and referrals is essential to reduce disparities. Full article
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13 pages, 689 KiB  
Article
Mediation Analysis to Investigate Differences in Prostate Cancer Diagnosis Stage Through Environmental Risk Factors in Louisiana
by Nubaira Rizvi, Randy Hamilton, Xiao-Cheng Wu, Michael D. Celestin, Tung-Sung Tseng and Qingzhao Yu
Curr. Oncol. 2025, 32(8), 416; https://doi.org/10.3390/curroncol32080416 - 24 Jul 2025
Viewed by 229
Abstract
Prostate Cancer (PCa) is the most commonly diagnosed cancer and the second leading cause of cancer death among men. In Louisiana (LA), Black men are disproportionately diagnosed at later stages compared to White men. This study explores environmental risk factors as potential intermediate [...] Read more.
Prostate Cancer (PCa) is the most commonly diagnosed cancer and the second leading cause of cancer death among men. In Louisiana (LA), Black men are disproportionately diagnosed at later stages compared to White men. This study explores environmental risk factors as potential intermediate variables linking race to cancer diagnosis stage. The Louisiana Tumor Registry data included 24,647 male patients diagnosed with PCa in LA between 2010 and 2018. Among them, 15,875 (64.40%) were Caucasian American (CA) and 8772 (35.59%) African American (AA). Mediation analysis using multiple additive regression trees (MART) identified possible intermediate variables that potentially explain the observed disparity. The study found that individual characteristics and environmental factors jointly explained 84% (95% CI: 44.1%, 94.6%) and 18.6% (95% CI: 7.3%, 53.7%) of the observed racial disparity in PCa stage at diagnosis, respectively. Individual factors included BMI (35.9%), marital status (28.5%), CDI (8.2%), female-headed households (2.3%), comorbidity (3.9%), and insurance status (6.3%). Environmental contributors included cancer risk due to air toxicity exposure (7.2%), asthma prevalence (6.6%), acetaldehyde levels (2.1%), railroad proximity (2.1%), walkability (0.3%), and ozone level (−0.1%). Environmental factors jointly played a significant role in the observed racial disparity. The factors such as air toxicity, acetaldehyde levels, and asthma prevalence highlight the need to address industrial pollutants to reduce the differences. Full article
(This article belongs to the Special Issue New and Emerging Trends in Prostate Cancer)
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17 pages, 749 KiB  
Article
Teachers and Their Served Communities: Linking to Racial Disparities in In-School Suspension
by Jin Lee, Shannon Barrett Crumlish and Roslin Growe
Educ. Sci. 2025, 15(8), 940; https://doi.org/10.3390/educsci15080940 - 23 Jul 2025
Viewed by 325
Abstract
In the U.S. public school system, White middle-class female teacher workforces have dominantly served an increasing number of students of color. While the racial interplay between teachers and students has offered insightful implications for continuing disparities in student discipline, little research has been [...] Read more.
In the U.S. public school system, White middle-class female teacher workforces have dominantly served an increasing number of students of color. While the racial interplay between teachers and students has offered insightful implications for continuing disparities in student discipline, little research has been done to link the racial match of the teaching force to their served communities. This study examines how the ethnoracial congruence between teachers and populations in their school district moderates racial gaps in in-school suspension rates between White and non-White students in Tennessee. The research demonstrates that when teachers serve communities of the same race, their schools are less likely to show a substantial gap in in-school suspensions between White students and students of color. Full article
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26 pages, 381 KiB  
Article
Environmental Burden and School Readiness in an Urban County: Implications for Communities to Promote Healthy Child Development
by Rebecca J. Bulotsky-Shearer, Casey Mullins, Abby Mutic, Carin Molchan, Elizabeth Campos, Scott C. Brown and Ruby Natale
Sustainability 2025, 17(15), 6692; https://doi.org/10.3390/su17156692 - 22 Jul 2025
Viewed by 375
Abstract
Geographic disparities threaten equitable access for children to health-promoting safe green spaces, and quality early education in the communities in which they live and grow. To address gaps in the field, we integrated the fields of developmental psychology, public health, and environmental science [...] Read more.
Geographic disparities threaten equitable access for children to health-promoting safe green spaces, and quality early education in the communities in which they live and grow. To address gaps in the field, we integrated the fields of developmental psychology, public health, and environmental science to examine, at the population level, associations between the environmental burden, socioeconomic vulnerability, and kindergarten readiness in a diverse urban county. Three administrative datasets were integrated through an early childhood data sharing research partnership in Miami-Dade County. The Bruner Child Raising Vulnerability Index, the five domains of the Environmental Burden module from the Environmental Justice Index, and public school kindergarten readiness scores were aggregated at the census tract level. Analysis of variance and multiple regression analyses found associations between socioeconomic vulnerability and race/ethnicity. The socioeconomic vulnerability levels were highest in census tracts with a higher percentage of Black residents, compared to all other races/ethnicities. Areas of greater social vulnerability had lower kindergarten readiness and a higher environmental burden. A higher environmental burden predicted lower kindergarten readiness scores above and beyond race/ethnicity and socioeconomic vulnerability. The findings advance our understanding of global challenges to sustainable healthy child development, such as the persistence of a disproportionate environmental burden and inequitable access to resources such as green spaces and early education programs. The present study results can inform community health improvement plans to reduce risk exposures and promote greater access to positive environmental and educational resources for all children. Full article
17 pages, 321 KiB  
Article
Black Men and Health Literacy: Strategies for Improvement in a Digital Age Through the Adaptation of a Chronic Disease Self-Management Program
by Evelina Weidman Sterling, Laura Stevens, Vanessa Robinson-Dooley and Tyler Collette
Int. J. Environ. Res. Public Health 2025, 22(7), 1153; https://doi.org/10.3390/ijerph22071153 - 21 Jul 2025
Viewed by 329
Abstract
Health literacy is a critical determinant of health outcomes, yet it is often overlooked, particularly among marginalized groups. This paper explores the significance of health literacy, with a particular focus on low-income African American and Black (AA/B) men, a population that faces unique [...] Read more.
Health literacy is a critical determinant of health outcomes, yet it is often overlooked, particularly among marginalized groups. This paper explores the significance of health literacy, with a particular focus on low-income African American and Black (AA/B) men, a population that faces unique challenges due to intersecting factors such as race, gender, socioeconomic status, and educational disparities. We examine how these factors contribute to health literacy gaps, highlighting adverse effects on health outcomes for AA/B men compared to the general population. Additionally, we stress the growing importance of digital literacy in an increasingly technology-driven world. Not actively addressing digital health literacy, especially within chronic disease self-management programs (CDSMPs), further exacerbates health disparities within this group. Recommendations are provided for improving health literacy, with specific strategies to also enhance general literacy and digital literacy, among low-income AA/B men. The paper also advocates for a systematic review of the existing literature on health literacy among this group, emphasizing the need for tailored interventions that account for the unique challenges faced by low-income AA/B men. In conclusion, the paper underscores the critical need for targeted research and practical approaches to improve health literacy and ultimately health outcomes for AA/B men in the digital age, particularly through CDSMPs. Full article
(This article belongs to the Special Issue Men’s Health Care and Health Literacy)
12 pages, 419 KiB  
Article
An Exploratory Retrospective Analysis of Racial Disparities in Fall-Related Injuries Among Black and White Breast Cancer Survivors Receiving Chemotherapy
by Asmaa Namoos, Dina Ramadan, Rashema Meekins, Vanessa Sheppard and Nicholas Thomson
Int. J. Environ. Res. Public Health 2025, 22(7), 1129; https://doi.org/10.3390/ijerph22071129 - 17 Jul 2025
Viewed by 579
Abstract
Purpose: This exploratory retrospective analysis examined racial disparities in fall-related injuries among Black and White breast cancer survivors who received chemotherapy, focusing on the risks associated with specific chemotherapy regimens. Methods: Using real-world data from the TriNetX research platform, we analyzed a cohort [...] Read more.
Purpose: This exploratory retrospective analysis examined racial disparities in fall-related injuries among Black and White breast cancer survivors who received chemotherapy, focusing on the risks associated with specific chemotherapy regimens. Methods: Using real-world data from the TriNetX research platform, we analyzed a cohort of 3223 Stage I–III breast cancer survivors with complete data on race, chemotherapy exposure, and fall-related injuries. The final sample included only Black and White patients treated with chemotherapy between 1 January 2019 and 31 December 2023. Fall events within six months post-chemotherapy were analyzed. Logistic regression models evaluated associations between chemotherapy type and fall risk by race. Results: Black breast cancer survivors experienced a significantly higher rate of fall-related injuries (14.7%) compared to White survivors (10.0%) (p < 0.001). The risk was especially elevated among Black patients receiving Cyclophosphamide, Docetaxel, and Carboplatin. Conclusion: This study highlights racial differences in chemotherapy-associated fall risk. While the findings are observational and limited by data availability, they underscore the need for more inclusive survivorship care and further investigation using detailed clinical and contextual variables. Real-world platforms like TriNetX can help identify early signals of disparities that merit prospective study. Full article
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20 pages, 345 KiB  
Article
Collecting Data on the Social Determinants of Health to Advance Health Equity in Cancer Care in Canada: Patient and Community Perspectives
by Jacqueline L. Bender, Eryn Tong, Ekaterina An, Zhihui Amy Liu, Gilla K. Shapiro, Jonathan Avery, Alanna Chu, Christian Schulz-Quach, Sarah Hales, Alies Maybee, Ambreen Sayani, Andrew Pinto and Aisha Lofters
Curr. Oncol. 2025, 32(7), 406; https://doi.org/10.3390/curroncol32070406 - 16 Jul 2025
Viewed by 503
Abstract
Despite advances in cancer care, disparities persist. The collection of the social determinants of health (SDOH) is fundamental to addressing disparities. However, SDOH are inconsistently collected in many regions of the world. This two-phase multiple methods study examined patient and community perspectives regarding [...] Read more.
Despite advances in cancer care, disparities persist. The collection of the social determinants of health (SDOH) is fundamental to addressing disparities. However, SDOH are inconsistently collected in many regions of the world. This two-phase multiple methods study examined patient and community perspectives regarding SDOH data collection in Canada. In phase 1, a survey was administered to patients at a cancer centre (n = 549) to assess perspectives on an SDOH data collection tool. In phase 2, broader perspectives were sought through a community consultation with patient partners experiencing structural inequality (n = 15). Most participants were comfortable with SDOH data collection. Of survey respondents, 95% were comfortable with the collection of language, birthplace, sex, gender, education, and disability, and 82% to 94% were comfortable with SES, sexual orientation, social support, and race/ethnicity. Discomfort levels did not differ across subgroups, except women were more uncomfortable disclosing SES (OR: 2.00; 95%CI: 1.26, 3.19). Most (71%) preferred face-to-face data collection with a healthcare professional and only half were comfortable with storage of SDOH in electronic health records. Open-ended survey responses (n = 1533) and the community consultation revealed concerns about privacy, discrimination, relevance to care, and data accuracy. SDOH data collection efforts should include a clear rationale for patients, training for providers, strong data privacy and security measures, and actionable strategies to address needs. Full article
(This article belongs to the Special Issue Health Disparities and Outcomes in Cancer Survivors)
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19 pages, 1944 KiB  
Article
Differential BACH1 Expression in Basal-like Breast Tumors of Black Women Identified via Immunohistochemistry
by N. M. Dowling, Galina Khramtsova, Olufunmilayo Olopade, Shabnam Samankan, Bok-Soon Lee and Jiyoung Lee
Curr. Oncol. 2025, 32(7), 404; https://doi.org/10.3390/curroncol32070404 - 14 Jul 2025
Viewed by 339
Abstract
BACH1 has been identified as a functional regulator of cancer metastasis and metabolic signaling in breast cancer cells. However, the clinical relevance of BACH1 expression in breast tumors remains poorly understood. Using a tissue microarray from a cohort of 130 patients, we assessed [...] Read more.
BACH1 has been identified as a functional regulator of cancer metastasis and metabolic signaling in breast cancer cells. However, the clinical relevance of BACH1 expression in breast tumors remains poorly understood. Using a tissue microarray from a cohort of 130 patients, we assessed the expression of BACH1 and its known target gene, MCT1 (encoded by SLC16A1), through immunohistochemistry (IHC). The expression data were then analyzed in relation to clinical variables, including breast cancer subtypes, tissue types, tumor size and grade, patient racial background, and age group. We found positive associations between BACH1 expression and tumor size, tumor grade, and the basal-like subtype. Importantly, BACH1 expression was significantly higher in tumors from Black women compared to those from White women, as well as in the basal-like subtype of breast tumors from Black women. Additionally, a positive correlation was observed between BACH1 and MCT1 IHC scores in tumors from Black women, while a weak association was noted in tumors from White women. Our study provides compelling evidence that BACH1 expression is evident based on the race and subtypes of breast cancer patients. Full article
(This article belongs to the Topic From Basic Research to a Clinical Perspective in Oncology)
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14 pages, 864 KiB  
Article
Trends and Disparities in Deaths from Kidney Disease Among Older Adults in the United States
by Benjamin Grobman, Connor P. Bondarchuk, Arian Mansur and Christine Y. Lu
J. Clin. Med. 2025, 14(14), 4950; https://doi.org/10.3390/jcm14144950 - 12 Jul 2025
Viewed by 376
Abstract
Background: Kidney disease is a significant cause of morbidity and mortality in the United States. However, less is known about its burden specifically among older adults. Methods: We analyzed deaths among U.S. adults aged 65 and older between 2018 and 2023 where kidney [...] Read more.
Background: Kidney disease is a significant cause of morbidity and mortality in the United States. However, less is known about its burden specifically among older adults. Methods: We analyzed deaths among U.S. adults aged 65 and older between 2018 and 2023 where kidney disease was listed as the primary cause of death, using data from the Centers for Disease Control and Prevention Wide-ranging Online Data for Epidemiologic Research (CDC WONDER). We examined overall and subgroup-specific death counts stratified by sex, race, ethnicity, and geographic location. Trends from 1999 to 2023 were also assessed. Results: Between 2018 and 2023, there were 263,436 deaths among adults aged 65+ with kidney disease as the primary cause, accounting for 81.5% of all kidney disease deaths during this period. Mortality rates were significantly higher among males compared to females (age-adjusted mortality rate (AAMR) ratio = 1.42, 95% CI: 1.42–1.43) and among Black Americans compared to White Americans (AAMR ratio = 1.94, 95% CI: 1.93–1.95). From 1999 to 2009, kidney disease mortality rates increased (annual percent change (APC) = 1.40, 95% CI: 0.90, 2.09), declined between 2009 and 2012 (APC = −5.35, 95% CI: −6.59, −2.33), and remained stable from 2012 to 2023. Conclusions: This majority of kidney disease deaths in the U.S. occur among older adults. While mortality briefly declined between 2009 and 2012, progress has since stalled. Persistent disparities by race and geography highlight the need for targeted research and interventions to reduce kidney disease mortality among older adults. Full article
(This article belongs to the Section Clinical Laboratory Medicine)
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12 pages, 216 KiB  
Article
Use of Electronic and Conventional Cigarettes and Self-Rated Mental Health in High School Students
by Payam Sheikhattari, Rifath Ara Alam Barsha, Chidubem Egboluche and Shervin Assari
Children 2025, 12(7), 902; https://doi.org/10.3390/children12070902 - 8 Jul 2025
Viewed by 340
Abstract
Background: Youth tobacco use remains a significant public health concern, particularly in urban communities disproportionately burdened by health disparities. In Baltimore City, where tobacco-related harms are elevated, understanding the relationship between tobacco use—including e-cigarettes—and mental health among high school students is essential for [...] Read more.
Background: Youth tobacco use remains a significant public health concern, particularly in urban communities disproportionately burdened by health disparities. In Baltimore City, where tobacco-related harms are elevated, understanding the relationship between tobacco use—including e-cigarettes—and mental health among high school students is essential for guiding equitable prevention and cessation strategies. The CEASE (Communities Engaged and Advocating for a Smoke-free Environment) program, in collaboration with the American Lung Association’s Not On Tobacco (N-O-T) initiative, developed an online school-based survey to inform community-responsive interventions. Aims: This study aimed to examine the associations between cigarette use, including conventional cigarette use, and self-rated mental health among high school students in Baltimore City. Methods: High school students in Baltimore City completed an anonymous online survey that assessed demographic characteristics, tobacco knowledge and use, mental health, and related behaviors. Self-rated mental health was dichotomized as poor versus fair/good. Tobacco use categories included current use of e-cigarettes and conventional cigarettes. Logistic regression models were used to examine associations between tobacco use and self-rated mental health, adjusting for age, gender, race, and parental education. Odds ratios (ORs) with 95% confidence intervals (CIs) were reported. Results: No statistically significant associations were found between self-rated mental health and e-cigarette use and conventional tobacco use after adjusting for covariates. Conclusions: The absence of a significant association may reflect unique aspects of the social context in Baltimore City, where youth may not use tobacco products as a coping mechanism for mental health challenges. Alternatively, it may be due to limitations in measurement, particularly the use of a single-item mental health assessment. These findings should be considered preliminary. Future research using more comprehensive mental health measures and larger samples is warranted to further explore these complex relationships. Full article
(This article belongs to the Special Issue Child and Adolescent Health in Urban Environments)
11 pages, 561 KiB  
Article
Impact of Race on Admission, Clinical Outcomes, and Disposition in Cholangiocarcinoma: Insights from the National Inpatient Database
by Tijin A. Mathew, Teresa M. Varghese, Nithya Krishnakumaran, George M. Varghese, Khwaja S. Haq, Akshita Khosla, Rojymon Jacob and Gina Vaccaro
Diseases 2025, 13(7), 211; https://doi.org/10.3390/diseases13070211 - 4 Jul 2025
Viewed by 305
Abstract
Background: Cholangiocarcinoma, malignancies arising from the intrahepatic and extrahepatic bile ducts, has increased in incidence in the United States over the past few decades. The reported incidence of cholangiocarcinomas is high, particularly in specific racial groups such as Asian and Pacific Islander patients. [...] Read more.
Background: Cholangiocarcinoma, malignancies arising from the intrahepatic and extrahepatic bile ducts, has increased in incidence in the United States over the past few decades. The reported incidence of cholangiocarcinomas is high, particularly in specific racial groups such as Asian and Pacific Islander patients. Race also significantly impacts disparities in healthcare utilization and clinical outcomes. Our study focused on the impact of race on admission, clinical outcomes, and disposition of cholangiocarcinoma. Methods: We performed a retrospective analysis of cholangiocarcinoma-related hospital admissions, using the National Inpatient Sample for the year 2022. Patients were stratified according to race into the following groups: White, African American, Hispanic, Asian or Pacific Islander, Native American, and Other. The data analysis was performed using STATA/BE version 18.5. Univariable and multivariable logistic regression models were applied to evaluate the relationship between race and clinical and healthcare utilization outcomes. Results: In 2022, 7479 hospitalizations were recorded for cholangiocarcinoma in the United States. Among these, 65.99% were White, 13.27% Hispanic, and 10.13% African American. There was a statistically significant difference in gender distribution across racial groups (p < 0.001), with males comprising the majority in all groups. Males outnumbered females in all racial groups except among the Hispanic group. Significant racial disparities in mortality were observed, with White patients showing a mortality rate of 6.69%, compared to higher rates among African American (9.76%), Native American (8.51%), and Asian or Pacific Islander (8.09%) patients, while Hispanic (5.04%) and Other (5.88%) groups had lower rates (p < 0.001). Conclusions: The study underscores the racial disparities among cholangiocarcinoma hospitalizations, with African American, Native American, and Asian patients facing disproportionately higher mortality and poorer in-hospital outcomes compared to White patients. This analysis highlights the healthcare strategies and policy reforms to promote equitable treatment by mitigating these disparities and to improve cholangiocarcinoma outcomes. Full article
(This article belongs to the Section Oncology)
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17 pages, 238 KiB  
Article
Leveraging ChatGPT in K-12 School Discipline: Potential Applications and Ethical Considerations
by Joseph C. Kush
AI 2025, 6(7), 139; https://doi.org/10.3390/ai6070139 - 27 Jun 2025
Viewed by 758
Abstract
This paper investigates the utility of an Artificial Intelligence (AI) system, as it examines AI-generated output when prompted with a series of vignettes reflecting typical disciplinary challenges encountered by K-12 students. Specifically, the study focuses on possible racial biases embedded within ChatGPT, a [...] Read more.
This paper investigates the utility of an Artificial Intelligence (AI) system, as it examines AI-generated output when prompted with a series of vignettes reflecting typical disciplinary challenges encountered by K-12 students. Specifically, the study focuses on possible racial biases embedded within ChatGPT, a prominent language-based AI system. An analysis of AI-generated responses to disciplinary vignettes involving students of diverse racial backgrounds uncovered subtle yet prevalent racial biases present in the output. The findings indicate that while ChatGPT generally offered recommendations that were consistent and appropriate across racial lines, instances of pronounced and prejudicial disparities were observed. This study highlights the critical necessity of acknowledging and rectifying racial biases inherent in AI systems, especially in contexts where such technologies are utilized for school discipline. It provides guidance for educators and practitioners on the cautious use of AI-driven tools in disciplinary contexts, and emphasizes the ongoing imperative to mitigate biases in AI systems to ensure fair and equitable outcomes for all students, irrespective of race or ethnicity. Full article
(This article belongs to the Special Issue AI Bias in the Media and Beyond)
13 pages, 272 KiB  
Perspective
The Unheeded Layers of Health Inequity: Visible Minority and Intersectionality
by Nashit Chowdhury and Tanvir C. Turin
Int. J. Environ. Res. Public Health 2025, 22(7), 1007; https://doi.org/10.3390/ijerph22071007 - 26 Jun 2025
Viewed by 390
Abstract
Health disparities among marginalized populations persist in many developed countries despite substantial population health advancements, highlighting persistent systemic inequities. Visible minorities, defined as the non-White and non-Indigenous racialized population in Canada, face earlier disease onset, worse outcomes, barriers to care, and shorter life [...] Read more.
Health disparities among marginalized populations persist in many developed countries despite substantial population health advancements, highlighting persistent systemic inequities. Visible minorities, defined as the non-White and non-Indigenous racialized population in Canada, face earlier disease onset, worse outcomes, barriers to care, and shorter life expectancy. Conventional single-axis research frameworks, which examine factors like race, gender, or socioeconomic status in isolation, often fail to capture the complex realities of these disparities. Intersectionality theory, rooted in Black feminist thought and Critical Race Theory, offers a crucial lens for understanding how multiple systems of oppression intersect to shape health outcomes. However, its application in health research remains inconsistent, with often inadequate and tokenistic applications of this theory attributable to the limitations of a research approaches and resources, as well as biases from researchers. Integrating intersectionality with other relevant frameworks and theories in population health, such as ecosocial theory that explains how social inequalities become biologically embodied to create health inequities, strengthens the capacity to analyze health inequities comprehensively. This article advocates for thoughtful application of intersectionality in research to understand health disparities among visible minorities, urging methodological rigor, contextual awareness, and a focus on actionable interventions. By critically embedding intersectional principles into study design, researchers can move beyond describing disparities to identifying meaningful, equity-driven solutions. This approach supports a deeper, more accurate understanding of health inequities and fosters pathways toward transformative change in public health systems. Full article
(This article belongs to the Special Issue Perspectives in Health Care Sciences)
18 pages, 1987 KiB  
Article
AI-HOPE-TGFbeta: A Conversational AI Agent for Integrative Clinical and Genomic Analysis of TGF-β Pathway Alterations in Colorectal Cancer to Advance Precision Medicine
by Ei-Wen Yang, Brigette Waldrup and Enrique Velazquez-Villarreal
AI 2025, 6(7), 137; https://doi.org/10.3390/ai6070137 - 24 Jun 2025
Cited by 2 | Viewed by 654
Abstract
Introduction: Early-onset colorectal cancer (EOCRC) is rising rapidly, particularly among the Hispanic/Latino (H/L) populations, who face disproportionately poor outcomes. The transforming growth factor-beta (TGF-β) signaling pathway plays a critical role in colorectal cancer (CRC) progression by mediating epithelial-to-mesenchymal transition (EMT), immune evasion, and [...] Read more.
Introduction: Early-onset colorectal cancer (EOCRC) is rising rapidly, particularly among the Hispanic/Latino (H/L) populations, who face disproportionately poor outcomes. The transforming growth factor-beta (TGF-β) signaling pathway plays a critical role in colorectal cancer (CRC) progression by mediating epithelial-to-mesenchymal transition (EMT), immune evasion, and metastasis. However, integrative analyses linking TGF-β alterations to clinical features remain limited—particularly for diverse populations—hindering translational research and the development of precision therapies. To address this gap, we developed AI-HOPE-TGFbeta (Artificial Intelligence agent for High-Optimization and Precision Medicine focused on TGF-β), the first conversational artificial intelligence (AI) agent designed to explore TGF-β dysregulation in CRC by integrating harmonized clinical and genomic data via natural language queries. Methods: AI-HOPE-TGFbeta utilizes a large language model (LLM), Large Language Model Meta AI 3 (LLaMA 3), a natural language-to-code interpreter, and a bioinformatics backend to automate statistical workflows. Tailored for TGF-β pathway analysis, the platform enables real-time cohort stratification and hypothesis testing using harmonized datasets from the cBio Cancer Genomics Portal (cBioPortal). It supports mutation frequency comparisons, odds ratio testing, Kaplan–Meier survival analysis, and subgroup evaluations across race/ethnicity, microsatellite instability (MSI) status, tumor stage, treatment exposure, and age. The platform was validated by replicating findings on the SMAD4, TGFBR2, and BMPR1A mutations in EOCRC. Exploratory queries were conducted to examine novel associations with clinical outcomes in H/L populations. Results: AI-HOPE-TGFbeta successfully recapitulated established associations, including worse survival in SMAD4-mutant EOCRC patients treated with FOLFOX (fluorouracil, leucovorin and oxaliplatin) (p = 0.0001) and better outcomes in early-stage TGFBR2-mutated CRC patients (p = 0.00001). It revealed potential population-specific enrichment of BMPR1A mutations in H/L patients (OR = 2.63; p = 0.052) and uncovered MSI-specific survival benefits among SMAD4-mutated patients (p = 0.00001). Exploratory analysis showed better outcomes in SMAD2-mutant primary tumors vs. metastatic cases (p = 0.0010) and confirmed the feasibility of disaggregated ethnicity-based queries for TGFBR1 mutations, despite small sample sizes. These findings underscore the platform’s capacity to detect both known and emerging clinical–genomic patterns in CRC. Conclusions: AI-HOPE-TGFbeta introduces a new paradigm in cancer bioinformatics by enabling natural language-driven, real-time integration of genomic and clinical data specific to TGF-β pathway alterations in CRC. The platform democratizes complex analyses, supports disparity-focused investigation, and reveals clinically actionable insights in underserved populations, such as H/L EOCRC patients. As a first-of-its-kind system studying TGF-β, AI-HOPE-TGFbeta holds strong promise for advancing equitable precision oncology and accelerating translational discovery in the CRC TGF-β pathway. Full article
(This article belongs to the Section Medical & Healthcare AI)
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11 pages, 1076 KiB  
Review
SIU-ICUD: Epidemiology of Prostate Cancer
by Bárbara Vieira Lima Aguiar Melão, Kelly R. Pekala, Konstantina Matsoukas, Ola Bratt and Sigrid V. Carlsson
Soc. Int. Urol. J. 2025, 6(3), 44; https://doi.org/10.3390/siuj6030044 - 12 Jun 2025
Cited by 1 | Viewed by 767
Abstract
Background/Objectives: Prostate cancer (PCa) is the second most common malignancy among men worldwide and a leading cause of cancer-related mortality. In 2022, over 1.4 million new cases were reported globally, with a prevalence exceeding 5 million. Despite its widespread occurrence, the incidence [...] Read more.
Background/Objectives: Prostate cancer (PCa) is the second most common malignancy among men worldwide and a leading cause of cancer-related mortality. In 2022, over 1.4 million new cases were reported globally, with a prevalence exceeding 5 million. Despite its widespread occurrence, the incidence and mortality of PCa show substantial geographic variation, influenced by factors such as genetic predisposition, healthcare access, lifestyle, and the adoption of screening programs. Regions with high PCa incidence, such as Northern America and Oceania, often have lower mortality rates due to early detection and advanced healthcare infrastructure. Conversely, areas with limited access to medical resources, such as parts of Africa and Latin America, experience higher mortality rates. Methods: This review explores non-modifiable risk factors such as age, family history, and race, emphasizing their role in PCa development and progression. Results: Modifiable factors, including diet, physical activity, alcohol consumption, and smoking, are also addressed, with evidence suggesting their potential in mitigating risk. Emerging data on medications such as 5-alpha reductase inhibitors and statins, as well as dietary supplements such as vitamins D, indicate their potential for chemoprevention, though further research is needed to solidify these findings. Healthcare disparities, especially in low- and middle-income regions, highlight the need for equitable access to diagnostic tools and treatment options. The review underscores the significance of tailored screening approaches, particularly in high-risk populations, to optimize outcomes while minimizing overdiagnosis and overtreatment. Conclusions: The review concludes with recommendations for future research, including the need for standardized screening protocols and the exploration of novel biomarkers for early detection. By synthesizing epidemiological data and current evidence, this review aims to enhance understanding of PCa risk factors, geographic disparities, and preventive strategies, ultimately contributing to improved global PCa management and outcomes. Full article
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