Medicine and Health Sciences Commons^™

(Plant)Ing Traditional Roots: Exploring An Impact Of Environmental Shifts On Traditional Phytotherapy Practices In The Cusco Region Of Perú, Nicole Elizabeth Wilmot

Undergraduate Honors Theses

This thesis investigates the potential outcomes of environmental shifts on plant-based medical practices in the Cusco region of Peru. Located in the Andes mountain range, at a high elevation, the environment varies immensely, specifically in the various types of native plants in the region. Historically, using plants as natural forms of medicine or healthcare has been deeply rooted in many indigenous communities, traditions, and cultures globally. Environmentally, there have been potential changes and shifts in temperature, water, and soil that affect the nutrition and health of plants to maintain their beneficial properties. Due to various factors, adaptations or shifts to …

High-Throughput Screening Of Fda-Approved Drugs For Protecting Retinal Pigment Epithelial Cells Against Er Stress Induced Cell Death: Implications For Age-Related Macular Degeneration, Shaima Ali Jawarneh

Wayne State University Theses

Purpose: Age-related macular degeneration (AMD) is a leading cause of blindness in the elderly population, characterized by the degeneration of the retinal pigment epithelium (RPE). The link between endoplasmic reticulum (ER) stress and AMD is well established, however FDA-approved medications for the treatment of AMD caused by unregulated ER stress are limited and have potential side effects. The purpose of this study was to conduct a comprehensive screening of the FDA-approved drug library in order to identify potential candidates that could be repurposed in order to protect against the degeneration and death of RPE cells due to ER stress.

Methods: …

Lead Bioaccessibility And Commonly Measured Soil Characteristics (Detroit, Mi, Usa) – Phase 1, Sabrina R. Good, Allison R. Harris, Patrick Crouch, Conor T. Gowan, William D. Shuster, Shawn P. Mcelmurry

Open Data at Wayne State

Contaminated urban soil is one of the major contributors to child Pb exposure. To gain a better understanding of Pb risk in urban areas, composite samples were collected from 142 residential, privately owned, parcels in Detroit, Hamtramck, and Highland Park, Michigan, with approval from the property owners. The proximity of soil sampling and former smelter locations were also reported. Sample were collected from areas covered with turf grass. Four samples were collected, one from each cardinal direction (north, south, east, and west), 20 cm from an aluminum tent stake driven into the center of the sampling site. Soils were collected …

Differences In Urine Creatinine And Osmolality Between Black And White Americans After Accounting For Age, Moisture Intake, Urine Volume, And Socioeconomic Status, Patrick B. Wilson, Ian P. Winter, Josie Burdin

Exercise Science Faculty Publications

Urine osmolality is used throughout research to determine hydration levels. Prior studies have found black individuals to have elevated urine creatinine and osmolality, but it remains unclear which factors explain these findings. This cross-sectional, observational study sought to understand the relationship of self-reported race to urine creatinine and urine osmolality after accounting for age, socioeconomic status, and fluid intake. Data from 1,386 participants of the 2009–2012 National Health and Nutrition Examination Survey were utilized. Age, poverty-to-income ratio (PIR), urine flow rate (UFR), fluid intake, estimated lean body mass (LBM), urine creatinine, and urine osmolality were measured. In a sex-specific manner, …

Swimming: A Great Decision And An Even Better Journey, Eva M. Hunnius

Emerging Writers

Swimming is loved, feared, and cherished by so many around the world. People love it because it gives them a sense of freedom and peace, while also receiving a great workout. Some may fear it because they do not know how to swim, or they feel like there are many dangers and risks to swimming. Others cherish it because it is the only sport they have ever known. In my case, swimming is one of the only things that has been with me since I was a little kid. This remains true for many athletes. In this discussion, I hope …

Hamstring And Quadriceps Activation During Single Leg Hopping At Varying Frequencies: Electromyography Analysis, Jemma Bosselman

Scripps Senior Theses

Identification of knee motor control strategy is salient both for biomechanical understanding of the lower limb and for medical applications. Integral to knee function are the quadriceps and hamstring, an antagonistic muscle pair. Sub-optimal relative activation of the pair can increase injury potential. Muscle activation patterns are largely activity specific, necessitating muscle control research across various tasks. Single leg hopping has been sparsely studied, particularly for muscle activation in relation to hopping frequency. This project thus aimed to determine the effect of single leg hopping frequency on quadriceps and hamstring activation using surface electromyography (EMG), with the vastus lateralis (VL) …

Advancing School Nursing Practice: A Novel Approach To Screening For Gastrointestinal Disorders In Children, Ashley Bunting, Isabella Cavlan

Nursing | Senior Theses

Background: Currently, mandated health screenings in California schools are limited to vision, hearing, and scoliosis; this leaves several other body systems unmonitored during the crucial years of childhood development. One such system is the gastrointestinal (GI) system, which plays a vital role in the normal growth, nutrition status, development, and overall health of children. Objective: By developing and implementing a GI-specific screening tool in the outpatient school setting, this research aims to increase the detection of GI disorders in children. Not only that, but school nurses can use this novel screening tool to promote early diagnosis, intervention, and …

Concepts In Animal Parasitology, Chapter 39: Haplosplanchnata Olson Et Al., 2003 (Suborder): Two Hosts With Half The Guts [Platyhelminthes, Trematoda, Digenea, Plagiorchiida], Daniel C. Huston

Concepts in Animal Parasitology

An overview of the suborder Haplosplanchnata Olson et al., 2003, a small, but distinct lineage within the Plagiorchiida. Includes a discussion of the methods of identification, general morphological characteristics, taxonomy, and life cycles.

Chapter 39 in Concepts in Animal Parasitology, by Daniel C. Huston. 2024. S. L. Gardner and S. A. Gardner, editors. Zea Books, Lincoln, Nebraska, United States. doi: 10.32873/unl.dc.ciap039

Concepts In Animal Parasitology, Chapter 47: Summary Of The Digenea (Subclass): Insights And Lessons From A Prominent Parasitologist [Platyhelminthes, Trematoda, Digenea], Robin M. Overstreet

Concepts in Animal Parasitology

An overview of the digenean trematodes (subclass Digenea) including insights and lessons from a prominent parasitologist, Robin M. Overstreet. Includes discussion of general morphology, biology, preparation methods, phylogeny, classification, life cycles, host-digenean relationships, effects on host behavior, hyperparasitism, ecology, digeneans as indicators, and literature on the digeneans.

Chapter 47 in Concepts in Animal Parasitology, by Robin M. Overstreet. 2024. S. L. Gardner and S. A. Gardner, editors. Zea Books, Lincoln, Nebraska, United States. doi: 10.32873/unl.dc.ciap047

Concepts In Animal Parasitology, Chapter 60: Monogenea Van Beneden, 1858 (Class) [Platyhelminthes], Griselda Pulido-Flores

Concepts in Animal Parasitology

An overview of the class Monogenea van Beneden, 1858, mainly ectoparasites of the skin, fins, gills, and urinary bladder of fishes, amphibians, and some reptiles. Includes discussion of their classification (both historical and current), general morphology, life cycles, and taxonomy.

Chapter 60 in Concepts in Animal Parasitology, by Griselda Pulido-Flores. 2024. S. L. Gardner and S. A. Gardner, editors. Zea Books, Lincoln, Nebraska, United States. doi: 10.32873/unl.dc.ciap060

Concepts In Animal Parasitology, Chapter 64: Phthiraptera (Order): Lice [Arthropoda], Lajos Rózsa, Haylee J. Weaver

Concepts in Animal Parasitology

An overview of lice, order Phthiraptera, including discussion of their general morphology, feeding, host range, host distribution, life cycle, macroecology, transmission, effects on hosts and role as vectors, host defenses, conservation, evolutionary origins, phylogeny, lice nuclear genome, taxonomy, and medical implications including their control.

Chapter 64 in Concepts in Animal Parasitology, by Lajos Rózsa and Haylee J. Weaver. 2024. S. L. Gardner and S. A. Gardner, editors. Zea Books, Lincoln, Nebraska, United States. doi: 10.32873/unl.dc.ciap064

Dynamics Of Cell Membrane Lesions And Adaptive Conductance Under The Electrical Stress, Mantas Silkunas, Olga N. Pakhomova, Giedre Silkuniene, Andrei G. Pakhomov

Bioelectrics Publications

Exceeding physiological limits of the cell membrane potential compromises structural integrity, enabling the passage of normally impermeant solutes and disrupting cell function. Electropermeabilization has been studied extensively at the cellular scale, but not at the individual membrane lesion level. We employed fast total internal reflection fluorescence (TIRF) imaging of Ca(2+) entry transients to discern individual lesions in a hyperpolarized cell membrane and characterize their focality, thresholds, electrical conductance, and the lifecycle. A diffuse and momentary membrane permeabilization without a distinct pore formation was observed already at a -100 mV threshold. Polarizing down to -200 mV created focal pores with a …

Distribution Of Tick Species On Free-Ranging Ungulates In Northern New England, Karisa Graham

Honors Theses and Capstones

In Northern New England, ungulates are often parasitized by ticks, which is one of the leading causes for the decline in population. Ungulates are a good host for ticks, specifically deer ticks and winter ticks, and these ticks cause many tick-borne diseases in humans as well. The purpose of this study was to assess passive sampling from harvested animals as a means of tick surveillance in Vermont and New Hampshire. Ticks were collected from deer and moose and mapped throughout the two states by ArcGIS to visualize the trends in distribution. Relative abundance was greater in southeastern Vermont, with no …

Zebrafish Drug Screening Identifies Erlotinib As An Inhibitor Of Wnt/ Β-Catenin Signaling And Self-Renewal In T-Cell Acute Lymphoblastic Leukemia, Majd A. Al-Hamaly, Anna H. Cox, Meghan G. Haney, Wen Zhang, Emma C. Arvin, Shilpa Sampathi, Mary Wimsett, Chunming Liu, Jessica S. Blackburn

Markey Cancer Center Faculty Publications

The Wnt/β-catenin pathway’s significance in cancer initiation, progression, and stem cell biology underscores its therapeutic potential. However, the clinical application of Wnt inhibitors remains limited due to challenges posed by off-target effects and complex cross-talk of Wnt signaling with other pathways. In this study, we leveraged a zebrafish model to perform a robust and rapid drug screening of 773 FDA-approved compounds to identify Wnt/β-catenin inhibitors with minimal toxicity. Utilizing zebrafish expressing a Wnt reporter, we identified several drugs that suppressed Wnt signaling without compromising zebrafish development. The effi- cacy of the top hit, Erlotinib, extended to human cells, where it …

Dual Suppression Of Glossina Pallidipes Using Entomopathogenic Fungal-Based Biopesticides And Sterile Insect Technique, Fidelis L.O. Ombura, Adly M.M. Abd-Alla, Komivi S. Akutse, Steven Runo, Paul O. Mireji, Rosemary Bateta, Joseck E. Otiwi, Inusa J. Ajene, Fathiya M. Khamis

All Peer-Reviewed Publications

Tsetse flies and trypanosomosis significantly impact bovine production and human health in sub-Saharan Africa, exacerbating underdevelopment, malnutrition, and poverty. Despite various control strategies, long-term success has been limited. This study evaluates the combined use of entomopathogenic fungi (EPF) and the sterile insect technique (SIT) to combat tsetse flies. Eleven EPF isolates were tested against teneral males of Glossina pallidipes, focusing on mortality rates, radial growth, and impacts on fly fitness. Temperature effects on conidial growth, sporulation, and spore yield of SIT-compatible/tolerant strains were also assessed. The fungal isolates significantly influenced mortality rates in both unirradiated and irradiated (SIT-treated) males (p <  0.0001). Metarhizium anisopliae strains ICIPE 20, ICIPE 32, ICIPE 41, ICIPE 62, ICIPE 78, and Beauveria bassiana ICIPE 603 showed higher SIT compatibility/tolerance with LT50 values of 11–30 days, compared to other more virulent isolates with LT50 values of 4–9 days. Temperature significantly affected the radial growth of SIT-compatible EPF strains (p <  0.0001), with M. anisopliae ICIPE 78 exhibiting the fastest conidia growth at 25°C. Spore yield varied significantly across temperatures (15–40°C), and the thermal range for conidia germination of SIT-compatible strains was 8.1–45.4°C, with an optimal range of 26.7–31.1°C. Moreover, infected unirradiated females and irradiated males (donors) successfully transmitted conidia to untreated flies (receivers) without significant differences in survival rates (p = 0.6438) and no observed sex dimorphism. Our findings highlight the potential of combining EPF and SIT as a novel dual approach that could effectively and synergistically suppress tsetse fly populations.

Harnessing Antagonistic Pleiotropy: Tolc-Dependent Coliphages Can Drive Reduced Antibiotic Resistance In E. Coli, Cooper Mckenna

CMC Senior Theses

The rise of multidrug-resistant (MDR) bacterial pathogens has been a growing concern in healthcare around the world, and bacteriophage (phage) therapy is a promising method to combat MDR infections. One defense mechanism of E. coli against antibiotics is the TolC-AcrAB efflux pump. At the same time, some phages use TolC as a surface receptor to infect the cell. This puts TolC at a crossroads in which it is beneficial to the bacteria to protect against antibiotics but harmful by allowing phage infection, creating the potential for evolutionary trade-offs. Previous research has identified only three TolC-dependent phages and shown phage-resistant E. …

Gut Dysbiosis Correlates With Covid-19 Severity, Ednita Escobar

CMC Senior Theses

Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) impacts not only respiratory but also gut and oral microbiomes, influencing the manifestations of COVID-19. Each person’s unique microbiome consists of microorganisms such as bacteria, fungi, and viruses, some of which are symbiotic and others potentially harmful. Alterations in the gut microbiome, specifically, can affect the severity and symptoms of COVID-19. A review of studies indicate a pattern of gut dysbiosis in COVID-19 patients characterized by a decrease in beneficial microbiota and/or an increase in opportunistic pathogens. This gut imbalance correlates with disease severity, suggesting that the gut microbiome plays a significant role …

Host-Defense Piscidin Peptides As Antibiotic Adjuvants Against Clostridioides Difficile, Adenrele Oludiran, Areej Malik, Andriana C. Zourou, Yonghan Wu, Steven P. Gross, Albert Siryapon, Asia Poudel, Kwincy Alleyne, Savion Adams, David S. Courson, Myriam L. Cotten, Erin B. Purcell

Chemistry & Biochemistry Faculty Publications

The spore-forming intestinal pathogen Clostridioides difficile causes multidrug resistant infection with a high rate of recurrence after treatment. Piscidins 1 (p1) and 3 (p3), cationic host defense peptides with micromolar cytotoxicity against C. difficile, sensitize C. difficile to clinically relevant antibiotics tested at sublethal concentrations. Both peptides bind to Cu²⁺ using an amino terminal copper and nickel binding motif. Here, we investigate the two peptides in the apo and holo states as antibiotic adjuvants against an epidemic strain of C. difficile. We find that the presence of the peptides leads to lower doses of …

A Systematic Study Of Freezing Behavior In Earthworms In Response To Auditory And Vibratory Stimuli, Navjot Singh, A. Burton, Dragana Ivkovich Claflin

Celebration of Undergraduate & Graduate Research, Scholarship, and Creative Activities Materials

This study examined the parameters needed to reliably induce a freezing fear response to a predator-like auditory stimulus in the earthworm species Eisenia Fetida. Previous work from our lab found that a grunting noise was more reliable in causing freezing compared to a mole sound, i.e. artificial versus natural predators of E. Fetida (Worthen et al., 2024). In the present study, 8 amplitude levels of grunting sound were presented in either serial or random order. The speaker location was varied so that it either did or did not touch the apparatus, thus producing a mechanical vibration in addition to the …

The Influence Of Drd2 Polymorphism Exon 8 C/T (Rs6276) On Manifestations Of Delirium Tremens & Alcohol Withdrawal Seizures, Naomi Schneider

Honors Theses and Capstones

This study explores the correlation between the DRD2 Polymorphism exon 8 C/T (rs6276) and manifestations of delirium tremens (DT). DT is a condition that is clinically diagnosed utilizing two characteristic symptom manifestations: the presence of delirium and severe alcohol withdrawal. It is not entirely understood why DT can occur in some patients, but evidence has suggested that genetic predisposition can play a role. Utilizing the National Institutes of Health (NIH) All of Us Research database and performing a secondary analysis of existing genomic data, this candidate gene association study aims to determine the genotype frequencies within three cohorts: a healthy …

Comparative Study Of The Effects Of Dietary Supplements On Reproductive And Growth Performance In Sows And Nursery Pigs, Panumas Kongpanna

Chulalongkorn University Theses and Dissertations (Chula ETD)

This study evaluated the effects of dietary supplementation with a multi-strain probiotic containing Bacillus subtilis (5 × 107 CFU/g) and Lactobacillus plantarum (1 × 109 CFU/g) on reproductive performance in multiparous sows and growth performance in weaned piglets. In Experiment 1, 300 sows were assigned to control or probiotic diets across five parity groups (2, 3, 4, 5 and 6 to 9) using a 2 × 5 factorial design. Experiment 2 involved 120 weaned piglets randomly allocated to four dietary treatments: control, antibiotic, enzyme, or probiotic. Measurements included reproductive and litter performance, colostrum IgG, milk composition, and piglet growth, digestibility, …

Associations Between Urine Specific Gravity And Race/Ethnicity At The Population Level: Implications For Hydration Status Categorization, Ian P. Winter, Brain K. Ferguson, Patrick B. Wilson

Exercise Science Faculty Publications

Objective

We aimed to evaluate how urine specific gravity (USG) and rates of supposed hypohydration vary by race/ethnicity, and to examine how adjustment for several important factors impacts estimated USG.

Methods

Using the National Health and Nutrition Examination Survey, this cross‐sectional study evaluated a total of 4195 (2098 female, 2097 male) Americans and categorized them as supposedly hypohydrated (USG≥1.020) or not using spot urine samples. USG and prevalence of supposed hypohydration were compared across racial/ethnic groups, separately by gender. The analyses considered the impact of urine creatinine, body composition, age, dietary nutrients, and physical activity.

Results

Differences in supposed hypohydration …

Association Of Plasma Neurofilament Light Chain With Microstructural White Matter Changes In Down Syndrome, Herminia Diana Rosas, Nathaniel David Mercaldo, Yasemin Hasimoglu, Melissa Petersen, Lydia R. Lewis, Florence Lai, David Powell, Asim Dhungana, Ali Demir, David Keater, Michael Yassa, Adam M. Brickman, Sid O'Bryant

Neuroscience Faculty Publications

INTRODUCTION: Both micro- and macrostructural white matter (WM) abnormalities, particularly those related to axonal degeneration, are associated with cognitive decline in adults with Down syndrome (DS) prior to a diagnosis of Alzheimer disease. Neurofilament light chain (NfL) is a support protein within myelinated axons released into blood following axonal damage. In this study we investigated cross-sectional relationships between WM microstructural changes as measured by diffusion tensor imaging (DTI) and plasma NfL concentration in adults with DS without dementia.

METHODS: Thirty cognitively stable (CS) adults with DS underwent diffusion-weighted MRI scanning and plasma NfL measurement. DTI measures of select WM tracts …

The Differential Proteomic Response To Ischemic Stroke In Appalachian Subjects Treated With Mechanical Thrombectomy, Christopher J. Mclouth, Benton Maglinger, Jacqueline A. Frank, Kristin J. Hazelwood, Jordan P. Harp, Will Cranford, Shivani Pahwa, David Dornbos Iii, Amanda L. Trout, Ann M. Stowe, Justin F. Fraser, Keith R. Pennypacker

Neurology Faculty Publications

Introduction The Appalachia region of North America is known to have significant health disparities, specifically, worse risk factors and outcomes for stroke. Appalachians are more likely to have comorbidities related to stroke, such as diabetes, obesity, and tobacco use, and are often less likely to have stroke interventions, such as mechanical thrombectomy (MT), for emergent large vessel occlusion (ELVO). As our Comprehensive Stroke Center directly serves stroke subjects from both Appalachian and non-Appalachian areas, inflammatory proteomic biomarkers were identified associated with stroke outcomes specific to subjects residing in Appalachia. Methods There were 81 subjects that met inclusion criteria for this …

Adgrl1 Is A Glucose Receptor Involved In Mediating Energy And Glucose Homeostasis, Kavaljit H Chhabra, Siresha Bathina, Tumininu S Faniyan, Dennis J Samuel, Muhammad Ummear Raza, Leticia Maria De Souza Cordeiro, Gonzalo Viana Di Prisco, Brady K Atwood, Jorge Robles, Lauren Bainbridge, Autumn Davis

Pharmacology and Nutritional Sciences Faculty Publications

AIMS/HYPOTHESIS: The brain is a major consumer of glucose as an energy source and regulates systemic glucose as well as energy balance. Although glucose transporters such as GLUT2 and sodium-glucose cotransporter 2 (SGLT2) are known to regulate glucose homeostasis and metabolism, the identity of a receptor that binds glucose to activate glucose signalling pathways in the brain is unknown. In this study, we aimed to discover a glucose receptor in the mouse hypothalamus.

METHODS: Here we used a high molecular mass glucose-biotin polymer to enrich glucose-bound mouse hypothalamic neurons through cell-based affinity chromatography. We then subjected the enriched neurons to …

Rare Variant Analyses Validate Known Als Genes In A Multi-Ethnic Population And Identifies Antxr2 As A Candidate In Pls, Tess D. Pottinger, Joshua E. Motelow, Gundula Povysil, Cristiane A. Martins Moreno, Zhong Ren, Hemali Phatnani, The New York Genome Center Als Sequencing Consortium, Timothy J. Aitman, Javier Santoyo‑Lopez, Scottish Genomes Partnership, Hiroshi Mitsumoto, Als Cosmos Study Group, Pls Cosmos Study Group, Gtac Investigators, David B. Goldstein, Matthew B. Harms

Neurology Faculty Publications

Background Amyotrophic lateral sclerosis (ALS) is a neurodegenerative disease affecting over 300,000 people world‑ wide. It is characterized by the progressive decline of the nervous system that leads to the weakening of muscles which impacts physical function. Approximately, 15% of individuals diagnosed with ALS have a known genetic variant that contributes to their disease. As therapies that slow or prevent symptoms continue to develop, such as antisense oligonucleotides, it is important to discover novel genes that could be targets for treatment. Additionally, as cohorts continue to grow, performing analyses in ALS subtypes, such as primary lateral sclerosis (PLS), becomes possible …

Detecting Cognitive Decline In High-Functioning Older Adults: The Relationship Between Subjective Cognitive Concerns, Frequency Of High Neuropsychological Test Scores, And The Frontoparietal Control Network, Justin E. Karr, Jonathan G. Hakun, Daniel B. Elbich, Cristina N. Pinheiro, Frederick A. Schmitt

Neurology Faculty Publications

Objective: Neuropsychologists have difficulty detecting cognitive decline in high-functioning older adults because greater neurological change must occur before cognitive performances are low enough to indicate decline or impairment. For high-functioning older adults, early neurological changes may correspond with subjective cognitive concerns and an absence of high scores. This study compared high- functioning older adults with and without subjective cognitive concerns, hypothesizing those with cognitive concerns would have fewer high scores on neuropsychological testing and lower frontoparietal network volume, thickness, and connectivity.

Method: Participants had high estimated premorbid functioning (e.g., estimated intelligence ≥75th percentile or college-educated) and were divided based on …

Impact Of Amyloid And Cardiometabolic Risk Factors On Prognostic Capacity Of Plasma Neurofilament Light Chain For Neurodegeneration, Keun You Kim, Eosu Kim, Jun-Young Lee, Alzheimer’S Disease Neuroimaging Initiative

Neurology Faculty Publications

Background Plasma neurofilament light chain (NfL) is a blood biomarker of neurodegeneration, including Alzheimer’s disease. However, its usefulness may be influenced by common conditions in older adults, including amyloid‑β (Aβ) deposition and cardiometabolic risk factors like hypertension, diabetes mellitus (DM), impaired kidney function, and obesity. This longitudinal observational study using the Alzheimer’s Disease Neuroimaging Initiative cohort investigated how these conditions influence the prognostic capacity of plasma NfL. Methods Non‑demented participants (cognitively unimpaired or mild cognitive impairment) underwent repeated assessments including the Alzheimer’s Disease Assessment Scale‑Cognitive subscale (ADAS‑Cog) scores, hippocampal volumes, and white matter hyperintensity (WMH) volumes at 6‑ or 12‑month …

Astrocytic Stress Response Is Induced By Exposure To Astrocyte-Binding Antibodies Expressed By Plasmablasts From Pediatric Patients With Acute Transverse Myelitis, Chad Smith, Kiel M. Telesford, Sara G. M. Piccirillo, Yamhilette Licon‑Munoz, Wei Zhang, Key M. Tse, Jacqueline R. Rivas, Chaitanya Joshi, Dilan S. Shah, Angela X. Wu, Ritu Trivedi, Scott Christley, Yu Qian, Lindsay G. Cowell, Richard H. Scheuermann, Ann M. Stowe, Linda Nguyen, Benjamin M. Greenberg, Nancy L. Monson

Neurology Faculty Publications

Background Pediatric acute transverse myelitis (ATM) accounts for 20–30% of children presenting with a first acquired demyelinating syndrome (ADS) and may be the first clinical presentation of a relapsing ADS such as multiple sclerosis (MS). B cells have been strongly implicated in the pathogenesis of adult MS. However, little is known about B cells in pediatric MS, and even less so in pediatric ATM. Our lab previously showed that plasmablasts (PB), the earliest B cell subtype producing antibody, are expanded in adult ATM, and that these PBs produce self‑reactive antibodies that target neurons. The goal of this study was to …

Machine Learning As A Tool For Early Detection: A Focus On Late-Stage Colorectal Cancer Across Socioeconomic Spectrums, Hadiza Galadima, Rexford Anson-Dwamena, Ashley Johnson, Ghalib Bello, Georges Adunlin, James Blando

Community & Environmental Health Faculty Publications

Purpose: To assess the efficacy of various machine learning (ML) algorithms in predicting late-stage colorectal cancer (CRC) diagnoses against the backdrop of socio-economic and regional healthcare disparities. Methods: An innovative theoretical framework was developed to integrate individual- and census tract-level social determinants of health (SDOH) with sociodemographic factors. A comparative analysis of the ML models was conducted using key performance metrics such as AUC-ROC to evaluate their predictive accuracy. Spatio-temporal analysis was used to identify disparities in late-stage CRC diagnosis probabilities. Results: Gradient boosting emerged as the superior model, with the top predictors for late-stage CRC diagnosis being anatomic site, …