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AI for all: bridging data gaps in machine learning and health.
Transl Behav Med
January 2025
Slone Epidemiology Center at Boston University, 72 E Concord St, Boston, MA, USA.
Artificial intelligence (AI) and its subset, machine learning, have tremendous potential to transform health care, medicine, and population health through improved diagnoses, treatments, and patient care. However, the effectiveness of these technologies hinges on the quality and diversity of the data used to train them. Many datasets currently used in machine learning are inherently biased and lack diversity, leading to inaccurate predictions that may perpetuate existing health disparities.
View Article and Find Full Text PDFNovel Role of Pin1-Cis P-Tau-ApoE Axis in the Pathogenesis of Preeclampsia and Its Connection with Dementia.
Biomedicines
December 2024
Division of Basic Science and Translational Research, Department of Obstetrics and Gynecology, The University of Texas Medical Branch at Galveston, Galveston, TX 77555, USA.
Preeclampsia (preE) is a severe multisystem hypertensive syndrome of pregnancy associated with ischemia/hypoxia, angiogenic imbalance, apolipoprotein E (ApoE)-mediated dyslipidemia, placental insufficiency, and inflammation at the maternal-fetal interface. Our recent data further suggest that preE is associated with impaired autophagy, vascular dysfunction, and proteinopathy/tauopathy disorder, similar to neurodegenerative diseases such as Alzheimer's disease (AD), including the presence of the cis stereo-isoform of phosphorylated tau (cis P-tau), amyloid-β, and transthyretin in the placenta and circulation. This review provides an overview of the factors that may lead to the induction and accumulation of cis P-tau-like proteins by focusing on the inactivation of peptidyl-prolyl cis-trans isomerase (Pin1) that catalyzes the cis to trans isomerization of P-tau.
View Article and Find Full Text PDFTrauma, Justice, and Equity: Using Critical Theories and Concepts to Address Systemic Harm Among Youth Punishment System-Involved Black Girls.
Behav Sci (Basel)
January 2025
Center for Equitable Family and Community Well-Being, School of Social Work, University of Michigan, 1080 South University Avenue, Ann Arbor, MI 48109, USA.
This review critically evaluates the existing literature on youth punishment system (YPS)-involved Black girls and their intersections of with trauma and post-traumatic stress disorder (PTSD). It synthesizes findings from previous studies, identifying key research trends, gaps, and controversies, while also highlighting areas in need of further investigation. Black girls, particularly those involved in systems such as juvenile justice, child welfare, and education, often face disproportionate exposure to violence, abuse and neglect, trauma, and systemic racism.
View Article and Find Full Text PDFThe case for value-based care in kidney transplantation: insights into geography, growth, and financial models.
Curr Opin Organ Transplant
January 2025
Department of Pharmacotherapy & Outcomes Science, School of Pharmacy, Virginia Commonwealth University, Richmond, Virginia, USA.
Purpose Of Review: Kidney transplantation (KT) is the preferred treatment for end-stage renal disease (ESRD), yet systemic challenges, including geographic disparities, impede equitable access. This review evaluates transplant center activity and regional disparities using recent trends and discusses the potential of value-based care (VBC) models like the proposed Increasing Organ Transplant Access (IOTA) model to address these challenges.
Recent Findings: Analysis of Organ Procurement and Transplantation Network (OPTN) data from 2021 to 2023 identified 185 of 322 transplant centers as potentially eligible for VBC inclusion.
Research Funded by National Institutes of Health Concerning Sexual and Gender Minoritized Populations: A Tracking Update for 2012 to 2022.
Am J Public Health
January 2025
Ben C. D. Weideman, Alexandra M. Ecklund, Rhea Alley, and B. R. Simon Rosser are with the Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, Minneapolis. G. Nic Rider is with the Eli Coleman Institute for Sexual and Gender Health, Department of Family Medicine and Community Health, University of Minnesota Medical School, Minneapolis.
To investigate trends in awards funded by the National Institutes of Health (NIH) focusing on sexual and gender minoritized (SGM) populations from 2012 to 2022 in the United States. Replicating the method of Coulter et al., we identified NIH-funded awards for SGM research from 2012 to 2022 using the NIH RePORTER (Research Portfolio Online Reporting Tools Expenditures and Results) system.
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