Medicine and Health Sciences Commons^™

Participatory Systems Modeling In Implementation Research: Exploring Benefits, Facilitators, And Future Needs, Natalie Riva Smith, Jennifer L Cruz, Jessica Gannon, Stephanie Mazzucca-Ragan

2020-Current year OA Pubs

BACKGROUND: Implementation science increasingly uses participatory systems modeling (PSM) approaches to handle the complexity inherent to implementation science issues. To support the process of integrating PSM with implementation science, we aimed to understand and explicate the benefits, facilitators, and future needs of applying PSM to implementation research.

METHODS: We conducted semi-structured qualitative interviews with 23 researchers (n = 18) and practitioners (n = 5). We purposively sampled participants and identified additional participants through recommendations. Interviews were inductively analyzed. Key concepts were identified via iterative description, comparison, and conceptualization.

RESULTS: Engagement with people in the system was typically focused in earlier …

Biological Aging Acceleration In Major Depressive Disorder: A Multi-Omics Analysis, Breno Satler Diniz, Shangshu Zhao, Gabin Drouard, Eero Vuoksimaa, Miina Ollikainen, Eric J Lenze, Ming Xu, Richard H Fortinsky, George A Kuchel, Jaakko Kaprio, Chia-Ling Kuo

2020-Current year OA Pubs

Major depressive disorder (MDD) is linked to a higher risk of premature aging, but the mechanisms underlying this association remain unclear. Using data from two population cohorts (UK Biobank and Finnish Twin Cohort), we evaluate the relationship between systemic and organ-specific proteomic and epigenetic aging acceleration and MDD. A lifetime history of MDD was associated with accelerated proteomic aging at both systemic and organ-specific levels-including the brain-in both cohorts, with stronger associations than those observed with systemic epigenetic aging. Systemic and brain-specific proteomic aging acceleration were linked to higher risks of incident MDD and a greater risk of Alzheimer's disease, …

Reliability Of Remote Self-Administered Web-Based Digital Cognitive Measures And Comparison To In-Person Neuropsychological Tests: Stricker Learning Span, Symbols Test, And The Mayo Test Drive Screening Battery Composite, Morgan A Hughes, Jason Hassenstab, Et Al.

2020-Current year OA Pubs

INTRODUCTION: We describe the reliability of remote self-administered digital cognitive measures completed via the Mayo Test Drive (MTD) web-based platform.

METHODS: A total of 1846 participants (mean age = 70, SD = 12, range 31-101; 48% male; 96% White; 99% non-Hispanic; 97% cognitively unimpaired) with two to four complete MTD sessions at ∼7.5-month intervals were included. Test-retest reliability was assessed using single-rating, absolute-agreement, and two-way mixed intraclass correlation coefficients (ICCs) with 95% confidence intervals. ICCs for in-person-administered traditional neuropsychological measures were compared to MTD for a subset of 244 participants. Analyses also compared reliability across demographic, residential, and session context …

Antihypertensive Medications And Risk Of Alzheimer's Disease: Evidence For Specific Medication Use, Osvaldo J. Laurido-Soto, Alejandra Camacho-Soto, Irene M. Faust, Kassu M. Beyene, Aaron Katz, Jordan A. Killion, Brad A. Racette

2020-Current year OA Pubs

No abstract provided.

Effect Of A Pregnancy Lifestyle Intervention Embedded Into A Home Visiting Program On Child Neurodevelopment, Sarah S Farabi, Rosemary Bass, Amit Mathur, Cindy Schwarz, Candice Woolfolk, Richard Stein, Samuel Klein, Debra Haire-Joshu, Alison G Cahill

2020-Current year OA Pubs

Maternal obesity is associated with a higher risk of abnormal child neurodevelopment. The aim of this study was to determine the effect of a lifestyle intervention embedded into a home visiting program, Parents as Teachers (PAT), on 18-month neurodevelopment in the offspring. Pregnant women (9-15 weeks) of African American Race, 18-45 years old, first-trimester BMI 25.0-45.0 kg/m

The Role Of Home Visiting In Addressing Postpartum Care Gaps: Evidence From A Large Community Sample, Aishwarya Vijay, Allison Kemner, Karen Hoerchler, Abigail Edwards, Jeannie C Kelly, Rachel G Tabak, Mark D Huffman, Zainab Mahmoud

2020-Current year OA Pubs

BackgroundMaternal mortality in the United States has doubled over the last two decades, primarily due to cardiovascular disease, with more than half of deaths occurring postpartum. Despite national calls to action, attendance at postpartum clinic visits remains low. The role of alternative care delivery strategies, such as home visiting, remains insufficiently studied.ObjectiveTo describe postpartum clinic visit attendance among participants in a large national home visiting program, identify sociodemographic and clinical factors associated with attendance, and examine how timing and duration of enrollment relate to postpartum follow-up.DesignWe conducted a retrospective cohort study of pregnancy episodes among mothers enrolled in the Parents …

Establishing Demographic-Based Normative Values For Neurofilament Light Chain And Glial Fibrillary Acidic Protein In Serum And Plasma Samples, Tyler L Borko, Salim Chahin, Et Al.

2020-Current year OA Pubs

BACKGROUND: Interpretation of neurofilament light chain (NfL) and glial fibrillary acidic protein (GFAP) levels in blood requires reference ranges from healthy cohorts, accounting for demographic features.

OBJECTIVE: To compare serum and plasma NfL and GFAP in healthy individuals, accounting for age, sex, and body mass index (BMI).

METHODS: Adolescents through older adults were recruited at Colorado community events and a senior clinic. A neurologist reviewed self-reported medical histories. Paired serum and EDTA plasma samples were assayed using the Quanterix SR-X Simoa Neuro 4-Plex. Log-linear models estimated percent change per year of age, per BMI unit, and sex ratios. GFAP used …

Cgrp Expression And Signaling Sensitization In A Mouse Model Of Chronic Oxaliplatin-Induced Peripheral Neuropathy, Junwei Du, Leland C Sudlow, Margaret H Johnson, Kanishk Satish, Abraham Villagomez, Hongzhen Hu, Mikhail Y Berezin

2020-Current year OA Pubs

Chemotherapy-induced peripheral neuropathy (CIPN) is a frequent and dose-limiting side effect of oxaliplatin treatment, yet its molecular mechanisms remain incompletely understood. Calcitonin gene-related peptide alpha (CGRPα, encoded by

An Integrated Analysis Of Three Medulloblastoma Clinical Trials Refines Risk-Stratification Approaches For Reducing Toxicity And Improving Survival, Kyle S Smith, Jeff M Michalski, Et Al.

2020-Current year OA Pubs

BACKGROUND: The identification of clinical and molecular heterogeneity in medulloblastoma has produced risk-stratified therapy, but establishing the most effective yet least toxic regimens has remained elusive owing to numerous treatment options. To improve risk-stratification, we performed an integrated analysis from three clinical trials.

METHODS: Medulloblastoma patients from ACNS0331/NCT00085735, ACNS0332/NCT00392327, and SJMB03/NCT00085202 were included if they had methylation profiling. Molecular groups [WNT, SHH, Group 3 (G3), and Group 4 (G4)], subgroups, and copy number variations were procured from methylation profiles and mutations from next-generation sequencing. Data was assembled into an interactive portal to capture patient characteristics. Cross-trial comparisons, univariable, and multivariable …

An Integrated View Of The Structure And Function Of The Human 4d Nucleome, Job Dekker, Ting Wang, Daofeng Li, Et Al.

2020-Current year OA Pubs

The dynamic three-dimensional (3D) organization of the human genome (the 4D nucleome) is linked to genome function. Here we describe efforts by the 4D Nucleome Project

Intraoperative Neurophysiological Monitoring In Full-Endoscopic Cervical Endoscopic Ulbd, Miles Hudson, Sarah Esposito, Mark M Zaki, Simon M Glynn, Osama N Kashlan, John Ogunlade, Chandan Krishna, Joshua Bakhsheshian, Christoph P Hofstetter

2020-Current year OA Pubs

No abstract provided.

Epithelial-Mesenchymal Transition And Stress Adaptations Underlie Yttrium-90 Resistance In Liver Cancer Cell Lines, Alexander Zheleznyak, Dhanusha Duraiyan, Prasanth Thunuguntla, Jessica Camacho, Shuang Wu, Jingxia Liu, Jason D Weber, Daniel L J Thorek, Benjamin S Strnad, Ryan C Fields, Matthew A Ciorba, Christine Yoon, Valerie Blanc, Nicholas Davidson, Jessica Silva-Fisher, Christopher D Malone

2020-Current year OA Pubs

UNLABELLED: Molecular signatures predict prognosis in hepatocellular carcinoma, but their relevance to transarterial radioembolization (TARE) with yttrium-90 (90Y) is unknown. We aimed to identify baseline and treatment-induced pathways associated with response and nominate biomarkers. Ten transcriptomically diverse human liver cancer cell lines were exposed to escalating activities of glass 90Y microspheres for 10 days. Normalized AUC values quantified sensitivity. Whole-transcriptome RNA sequencing at baseline and after treatment was analyzed with elastic net regression and gene set enrichment. Findings were corroborated by qRT-qPCR and exploratory analysis of pretreatment tumor samples from patients undergoing TARE. Liver cancer cell line responses to 90Y …

A Microenvironment-Driven Hla-Ii-Associated Insulin Neoantigen Elicits Persistent Memory T Cell Activation In Diabetes, Neetu Srivastava, Anthony N Vomund, Rongzhen Yu, Orion J Peterson, Yuqing Yang, David P Turicek, Omar Abousaway, Tiandao Li, Pamela Stone, Aisha Ansar, Rima Melhem, Bo Zhang, Chang Liu, Hao Hu, Chyi-Song Hsieh, Laura Campisi, Emil R Unanue, Ana Maria Arbelaez, Cheryl F Lichti, Xiaoxiao Wan, Et Al.

2020-Current year OA Pubs

The antigenic landscape of autoimmune diabetes reflects a failure to preserve self-tolerance, yet how novel neoantigens emerge in humans remains incompletely understood. Here we designed an immunopeptidomics-based approach to probe HLA-II-bound, islet-derived neoepitopes in patients with type 1 diabetes. We uncovered a Cys→Ser transformation, conserved between mice and humans, that reshapes autoreactivity to insulin at the single-residue level. This transformation, which we call C19S, arises from oxidative remodeling of insulin in stressed pancreatic islets and also occurs in cytokine-activated antigen-presenting cells, contributing to a feed-forward loop of neoepitope formation and presentation. Despite involving just one amino acid, C19S is recognized …

Frontline Aspiration Versus Stent Retriever Thrombectomy For M2 Occlusions: Insights From The Star Registry, Michael Gaub, Joshua Osbun, Et Al.

2020-Current year OA Pubs

BACKGROUND: Recent trials have furthered uncertainty regarding the endovascular benefit for medium vessel occlusions (MeVO). Stent retrievers (SR) were employed in the first attempt in most interventional arm participants. We sought to compare outcomes in acute MCA M2 occlusions between frontline aspiration and SR, and to delineate procedural and anatomical covariates associated with differential treatment effect.

METHODS: Retrospective analysis of a multicenter stroke thrombectomy cohort identified cases of MT for M2 occlusions. Unmatched and propensity score-matched (PSM) cohorts were generated comparing frontline aspiration to standalone and combined SR. The primary outcome was functional independence (mRS 0-2) at 90 days. Recanalization, …

Mutations In Hsp40 Co-Chaperone Change The Canonical Interdomain Interactions Stimulating Lgmdd1 Myopathy, Ankan K Bhadra, Geetika Aggarwal, Anshuman Jaysingh, Daniel Chen, Jil Daw, Conrad C Weihl, Heather L True

2020-Current year OA Pubs

Limb-girdle muscular dystrophy D1 (LGMDD1) is a rare, dominantly inherited neuromuscular protein-misfolding chaperonopathy caused by mutations in the Hsp40 co-chaperone DNAJB6, primarily in the glycine-phenylalanine (GF) or J-domains. Currently, no treatments are available, and a challenge in understanding the disease is identifying a specific client protein for DNAJB6 in skeletal muscle. DNAJB6 has homology to the yeast DNAJ family member, Sis1. Our previous research indicated that LGMDD1 GF domain mutants in Sis1 exhibit substrate-specific effects, influenced by Hsp70 activity. Herein, we employed functional assays along with advanced molecular simulation studies to understand the regulatory interdomain interactions in disease-causing mutants of …

A Catecholamine-Independent Pathway Controlling Adaptive Adipocyte Lipolysis, Xiao Zhang, Sreejith S Panicker, Jordan M Bollinger, Anurag Majumdar, Rami Kheireddine, Lila F Dabill, Clara Kim, Brian Kleiboeker, Fengrui Zhang, Kristann L Magee, Adam Kepecs, Gretchen A Meyer, Irfan J Lodhi, Erica L Scheller, Et Al.

2020-Current year OA Pubs

Several adipose depots, including constitutive bone marrow adipose tissue, resist conventional lipolytic cues. However, under starvation, wasting or cachexia, the body eventually catabolizes stable adipocytes through unknown mechanisms. Here we developed a mouse model of brain-evoked depletion of all fat, including stable constitutive bone marrow adipose tissue, independent of food intake, to study this phenomenon. Genetic, surgical and chemical approaches demonstrated that catabolism of stable adipocytes required adipose triglyceride lipase-dependent lipolysis but was independent of local nerves, the sympathetic nervous system and catecholamines. Instead, concurrent hypoglycaemia and hypoinsulinaemia activated a potent catabolic state by suppressing lipid storage and increasing catecholamine-independent …

Defining Radiological Healing In Perianal Fistulizing Crohn's Disease: A Topclass Global Expert Delphi Consensus, Easan Anand, Jalpa Devi, David H Ballard, Shivani Joshi, Phil Tozer, Ailsa Hart, Anna Antoniou, Parakkal Deepak, Jaap Stoker, Phillip Lung, Topclass Collaborative Authors

2020-Current year OA Pubs

BACKGROUND & AIMS: Perianal fistulising Crohn's disease (pfCD) affects one-fifth of patients with Crohn's disease (CD), significantly affecting their quality of life. Magnetic resonance imaging is the gold standard for evaluating fistula healing in pfCD, but variability in radiological definitions hampers meaningful clinical interpretation and consistent trial design. This study aimed to establish an international consensus on the definition of radiological healing in pfCD.

METHODS: The study was conducted in 2 phases. Phase 1 involved a systematic review to identify magnetic resonance imaging-based variables and indices used to define healing in pfCD, assessing methodological quality using the COnsensus-based Standards for …

Atomic Models Of The Toxoplasma Cell Invasion Machinery, Jianwei Zeng, Yong Fu, Pengge Qian, Wei Huang, Qingwei Niu, Wandy L Beatty, Alan Brown, L David Sibley, Rui Zhang

2020-Current year OA Pubs

Apicomplexan parasites, responsible for toxoplasmosis, cryptosporidiosis and malaria, invade host cells through a unique gliding motility mechanism powered by actomyosin motors and a dynamic organelle called the conoid. Here, using cryo-electron microscopy, we determined structures of four essential complexes of the Toxoplasma gondii conoid: the preconoidal P2 ring, tubulin-based conoid fibers, and the subpellicular and intraconoidal microtubules. Our analysis identified 40 distinct conoid proteins, several of which are essential for parasite lytic growth, as revealed through genetic disruption studies. Comparative analysis of the tubulin-containing complexes sheds light on their functional specialization by microtubule-associated proteins, while the structure of the preconoidal …

Preparing For Long-Acting Technologies: A Multistate Analysis Of Prep Persistence And Hiv And Sti Lab Coverage Among Oral Prep Initiators In St. Louis, Missouri (2014-2021), Lindsey M Filiatreau, Rupa Patel, Kate Curoe, Ashley Underwood, Joseph Cherabie, Elvin H Geng, Aditi Ramakrishnan, Rachel Presti, Aaloke Mody

2020-Current year OA Pubs

BACKGROUND: Engagement in pre-exposure prophylaxis (PrEP) care and routine screening for HIV and sexually transmitted infections (STIs) is critical to realizing the full benefits of this HIV prevention strategy.

METHODS: We enrolled a cohort of individuals seeking PrEP services in two clinics in Missouri, an Ending the HIV Epidemic priority state, from June 2014 to November 2021. We used electronic health record and survey data to explore outcomes in the 2 years following linkage to care using multistate methods. We assessed transitions between eight mutually exclusive care states differentiated by receipt of a prescription, lab coverage status, and retention. We …

Coordinated Regulation Of Capping Protein By Carmil And V-1/Myotrophin, John A Hammer, John A Cooper

2020-Current year OA Pubs

Capping Protein (CP) plays a central role in controlling actin filament dynamics in almost all eukaryotic cell types by virtue of its ability to block monomer addition and loss at the barbed end of the actin filament. Like other proteins that control actin assembly, CP is subject to regulation. Here we focus on two direct regulators of CP-CARMIL and V-1/Myotrophin. Specifically, we review recent biochemical, structural, imaging, and cell biological data that argue these two proteins cooperate to create a regulatory cycle for CP that controls its availability, activity, and site of action in the cell. Finally, we discuss unresolved …

Mouse Alport Podocytes Are Susceptible To Aav9 Transduction In Vivo, Meei-Hua Lin, Kohei Omachi, Joshua F Begin, Jennifer L Richardson, Jeffrey H Miner

2020-Current year OA Pubs

INTRODUCTION: Alport syndrome features a defective glomerular basement membrane (GBM) due to variants in COL4A3, COL4A4, and COL4A5. The most severe forms, which lack the GBM's collagen α3α4α5(IV) network, progress from hematuria in early childhood to proteinuria, chronic kidney disease, and kidney failure by the age of ∼30. As a monogenic disease without specific treatments, and with podocytes being the only glomerular cells that synthesize collagen α3α4α5(IV), the ability to efficiently deliver genes to Alport podocytes could open up new possibilities for treatment.

METHODS: As a proof-of-concept study, we investigated whether podocytes in X-linked Alport mice were susceptible to transduction …

Lack Of Disparities In Postoperative Care After Ileocecal Resection In Patients With Crohn's Disease At Tertiary Inflammatory Bowel Diseases Centers, Shannon Coombs, Molly Powell, Kemmian Johnson, Jessica Hu, Mollie Webb, Philip Mcdaniel, Parakkal Deepak, Edward L Barnes

2020-Current year OA Pubs

BACKGROUND: Prior studies suggest that longer drive time (DT) to specialists and higher area deprivation index (ADI) are linked to worse outcomes in inflammatory bowel disease (IBD), but their impact on postileocolic resection (ICR) care in patients with Crohn's disease (CD) is not well defined.

OBJECTIVES: We aimed to evaluate disparities in post-ICR care based on DT and ADI.

METHODS: Spatial analysis was performed with ArcGIS Pro to geocode patient and medical facility addresses with StreetMap Premium locators. High DT was defined as >60 min from the center. Data were analyzed using basic statistics and multivariate logistic regression.

DESIGN: A …

The Impact Of Fixation Method And Surgical Approach On Outcomes Following Hip Hemiarthroplasty For Femoral Neck Fracture, Brian D Rust, Mitchel R Obey, Jenna-Leigh Wilson, Christopher M Mcandrew, Marschall B Berkes

2020-Current year OA Pubs

INTRODUCTION: Hip hemiarthroplasty is commonly performed for displaced femoral neck fractures in older adults, with implants placed either cemented or uncemented. While cemented fixation offers immediate stability, uncemented fixation reduces operative time and pulmonary complications. Large single-center analyses comparing these techniques remain limited, and this study aims to assess this.

METHODS: We conducted a retrospective case-control study of 634 adult patients undergoing hip hemiarthroplasty at a single Level 1 trauma center from 2019 to 2025. Patients were classified by cemented (n=403) or uncemented (n=231) fixation and further stratified by surgical approach (anterolateral vs posterior). Outcomes included length of stay, postoperative …

Sonobiopsy For Enrichment Of Circulating Micrornas In Glioma Patients, Jinyun Yuan, Yuanxiang Li, Chih-Yen Chien, Lu Xu, Andrew H Stark, Siaka Fadera, Zhaoning Gu, Yu Xuan Chin, Kevin Xu, Arash Nazeri, Umeshkumar Athiraman, Xiaowei Wang, Hong Chen, Eric C Leuthardt

2020-Current year OA Pubs

BACKGROUND: Sonobiopsy is a promising new technique that employs focused ultrasound (FUS) to noninvasively enrich brain tumor-derived biomarkers from spatially targeted brain location into the bloodstream. Building upon our recent first-in-human sonobiopsy trial demonstrating enrichment of circulating tumor DNA (ctDNA), here we investigated whether sonobiopsy can enhance the release and detection of tumor-derived microRNAs (miRNAs).

METHODS: Eleven patients with glioma underwent FUS sonication immediately prior to surgical resection. Peripheral blood samples were collected 5 min before and 5, 10, and 30 min after sonication. Plasma and brain tissue miRNA levels were quantified through small RNA sequencing and compared among different …

Psychological And Clinical Risk Factors For Substance Use In People With And Without Hiv, Joanna M Hobson, Shameka L Cody, Shannon R Gilstrap, Michael A Owens, Myles D Moody, Dyan M White-Gilliam, Stephen Justin Thomas, Emily J Bartley, Burel R Goodin

2020-Current year OA Pubs

BackgroundDespite growing concerns, limited research has demonstrated how psychological factors influence substance use in people with HIV (PWH). Therefore, we examined the association between heightened vigilance and substance use outcomes in people with (PWH) and without HIV (PWoH), while accounting for key risk factors.MethodsParticipants (n = 138) were recruited from an HIV clinic and the surrounding community, completing a urine drug screener (UDS) and questionnaires.ResultsPWH reported greater insomnia (

Characteristics Of Cerebral Palsy In The Midwestern Us, Susie Kim, Kelsey Steffen, Lauren Gottschalk-Henneberry, Jennifer Miros, Amy Robichaux-Viehoever, Karen Taca, Bhooma R Aravamuthan

2020-Current year OA Pubs

OBJECTIVE: Cerebral palsy (CP) is the most common lifelong motor disability worldwide. Yet, data is limited on how CP manifests in the US. Our objective was to characterize and determine factors affecting functional outcomes in a large population of young people with CP in the Midwestern US.

METHODS: We integrated caregiver and clinician-facing standardized data entry into routine clinical care at a tertiary care CP center (https://bit.ly/CP-Intake-Methodology). We extracted this data for people with an ICD10 diagnosis of CP seen between March 22, 2023 and December 28, 2023 and used it to describe CP characteristics and determine factors affecting the …

Nanoparticle Albumin-Bound Paclitaxel And Nivolumab For Pd-1 Inhibitor-Refractory Recurrent Or Metastatic Head And Neck Squamous-Cell Carcinoma, Douglas Adkins, Jessica C Ley, Christine Auberle, Brendan Knapp, Jesse Zaretsky, Jingxia Liu, Peter Oppelt

2020-Current year OA Pubs

INTRODUCTION: Standard therapy for PD-1 inhibitor-refractory recurrent or metastatic head and neck squamous-cell carcinoma (RM-HNSCC) has limited activity. Drugs bound to albumin selectively target cancer cells with upregulated macropinocytosis, a process driven by constitutively hyper-activated EGFR/RAS/PIK3CA signaling, which is common in HNSCC. Nanoparticle albumin-bound (nab)-paclitaxel is active in PD-1 inhibitor-naïve RM-HNSCC and alters immune cells to potentially prime tumor response and reverse resistance to PD-1 inhibitors.

METHODS: In a single-arm phase 2 trial, patients with PD-1 inhibitor-refractory RM-HNSCC received nab-paclitaxel and nivolumab given in 28-day cycles. The primary endpoint was objective response rate (ORR), using RECIST1.1. Key secondary endpoints were …

Prediction Of Continuous Amyloid Positron Emission Tomography With Fluid Measures Of Phosphorylated Tau And Β-Amyloid, Niklas Mattsson-Carlgren, Linda Karlsson, Weizhong Tang, Kaj Blennow, Henrik Zetterberg, Randall J Bateman, Suzanne E Schindler, Nicolas Barthelemy, Sebastian Palmqvist, Erik Stomrud, Shorena Janelidze, Oskar Hansson

2020-Current year OA Pubs

Brain amyloid-β (Aβ) pathology is a core feature of Alzheimer disease (AD) and can be quantified using positron emission tomography (PET). Cerebrospinal fluid (CSF) and plasma biomarkers detect abnormal Aβ, but it is unclear to what degree they can predict quantitative Aβ-PET. We explored plasma and CSF biomarkers in relation to Aβ-PET in the BioFINDER-2 study (N = 1053), and the BioFINDER-1 study (N = 238). We developed a machine learning pipeline to predict Aβ-PET using CSF and plasma measures. The best models achieved R

Application Of Machine Learning To Blood-Based Biomarkers Of Alzheimer's Disease In Down Syndrome, Patrick H Luckett, Melissa Petersen, Sid O'Bryant, Mark Mapstone, Brad T Christian, Benjamin Handen, Elizabeth Head, Beau M Ances, Alzheimer's Biomarker Consortium‐Down Syndrome

2020-Current year OA Pubs

INTRODUCTION: Blood-based biomarkers can improve Alzheimer's disease (AD) characterization in Down syndrome (DS). This study applied hierarchical clustering and machine learning-based feature selection to identify biomarkers associated with disease progression.

METHODS: Cross-sectional blood-based biomarkers were analyzed from 211 DS participants (

RESULTS: The strongest predictors overall were neurofilament light chain (NfL), tau/amyloid beta (Aβ)40, Aβ42/Aβ40, alpha-2-macroglobulin (A2M), and interleukin (IL)-10. Within the CS group, NfL, tau/Aβ40, A2M, and IL-10 were strong predictors. In MCI, Aβ42/Aβ40, NfL, A2M, and IL-10 were strong predictors. In DS-AD, Aβ42/Aβ40, NfL, and tau/Aβ40 were the top predictors. Cluster membership varied based on disease stage.

DISCUSSION: …

Perception Of Dementia Risk Among Black Adults: An Ecological Analysis Of Causal Loop Diagrams With A Structural And Social Determinant Of Health Composite Index, Jean-Francois Trani, Ramkrishna K Singh, Alexis Ib Walker, Semere Bekena, Yiqi Zhu, Ganesh M Babulal, Robbie Hart

2020-Current year OA Pubs

INTRODUCTION: To investigate drivers of dementia risk disparities among older Black Americans using a community-based system dynamics (CBSD) approach.

METHODS: Over 18 months, 234 participants created 36 causal loop diagrams (CLDs) on dementia risk. An ecological analysis compared structural differences across groups based on scores on a structural and social determinants of health composite index (S/SDOH-CI).

RESULTS: Groups in the highest SDOH-CI quantile were more likely to identify key protective pathways linking mental health, substance use, exercise, medication, and community support to reduce dementia risk. In contrast, fewer than 25% of low-SDOH-CI groups identified these connections, and under 15% recognized …