Medicine and Health Sciences Commons^™

Compromised Pressure-Generating Capacity Of Diaphragmatic Muscle And Its Interaction With The Lower Rib Cage At High Lung Volume During Airway Occlusion, Aladin M Boriek, Noralis Rodriguez-Santiago, Sanghyun Kim, Aubri Ford, Shari Wynd, Rolf D Hubmayr

Faculty, Staff and Students Publications

The pressure generating capacity of the diaphragm is generally thought to be compromised at high lung volume either due to loss of curvature or loss of its membrane tension. At a state of hyperinflation during airway occlusion at total lung capacity, the diaphragmatic muscle is forced to contract from an initial shorter length, the zone of apposition narrows, insertional force on the chest wall is reduced and abdominal compliance falls. We hypothesize that these altered mechanical conditions at high lung volume lead to a loss of the pressure generating capacity that is mediated by excessive muscle shortening rather than loss …

Lorbin: Efficient Binning Of Long-Read Metagenomes By Multiscale Adaptive Clustering And Evaluation, Wei Xue, Zuo Liu, Yaozhong Zhang, Waseem Raza, Yarong Li, Li Jiang, Ye Tao, Jun Qian, Jousset Alexandre, Fang-Jie Zhao, Yangchun Xu, Fritz Sedlazeck, Qirong Shen, Gaofei Jiang, Zhong Wei

Faculty, Staff and Students Publications

Long-read sequencing has transformed metagenomics and improved the quality of metagenome-assembled genomes (MAGs). However, current binning methods struggle with identifying unknown species and managing imbalanced species distributions. Here, we present LorBin, an unsupervised binner specially designed to reconstruct MAGs in natural microbiomes. LorBin deploys a two-stage multiscale adaptive DBSCAN and BIRCH clustering with evaluation decision models using single-copy genes to maximize MAG recovery. LorBin outperforms six competing binners in both simulated and real microbiomes, including oral, gut, and marine samples. LorBin generated 15-189% more high-quality MAGs with high serendipity and identified 2.4-17 times more novel taxa than state-of-the-art binning methods. …

Racial Disparities In Clonal Hematopoiesis And Their Impact On Hematologic Malignancies, Zijian Zhang, Chao Cheng

Faculty, Staff and Students Publications

Clonal hematopoiesis of indeterminate potential (CHIP) is a known risk factor for hematologic malignancies (HM), but its distribution and clinical implications across diverse ancestries remain poorly characterized. In this study, we investigated CHIP and its progression to HM in a large, racially diverse cohort from the All of Us Research Program, comprising 245,388 participants. We identified 10,446 CHIP driver mutations in 9,476 individuals. Our analysis revealed clear racial disparities in CHIP prevalence and mutational profiles: African American (AA) individuals had higher odds of CHIP and exhibited distinct mutation patterns compared to White American (WA) individuals. Consistent with prior studies, CHIP …

Whole-Genome Sequencing Reveals Individual And Cohort Level Insights Into Chromosome 9p Syndromes, Yingxi Wang, Eleanor I Sams, Rachel Slaugh, Sandra Crocker, Emily Cordova Hurtado, Sophia Tracy, Ying-Chen Claire Hou, Christopher Markovic, Kostandin Valle, Victoria Tate, Khadija Belhassan, Elizabeth Appelbaum, Titilope Akinwe, Rodrigo T Starosta, Yang Cao, Amber Neilson, Yu Liu, Nathaniel Jensen, Reza Ghasemi, Tina Lindsay, Juana Manuel, Sophia Couteranis, Milinn Kremitzki, Jack Ustanik, Thomas Antonacci, Jeffrey K Ng, Andrew Emory, Laura Metz, Tracie Deluca, Katherine N Lyons, Toni Sinnwell, Brianne Thomeczek, Kymme Wang, Nick Sisneros, Megha Muraleedharan, Anantha Kethireddy, Marco Corbo, Harsha Gowda, Katherine A King, Christina A Gurnett, Susan K Dutcher, Catherine Gooch, Yang E Li, Matthew W Mitchell, Kevin A Peterson, Amjad Horani, Jill A Rosenfeld, Weimin Bi, Pawel Stankiewicz, Hsiao-Tuan Chao, Jennifer E Posey, Christopher M Grochowski, Zain Dardas, Erik G Puffenberger, Christopher E Pearson, Frank Kooy, Dale Annear, A Micheil Innes, Michael Heinz, Richard Head, Robert Fulton, Stephan Toutain, 9p-Arch, Lucinda Antonacci-Fulton, Xiaoxia Cui, Robi D Mitra, F Sessions Cole, Julie Neidich, Patricia I Dickson, Jeffrey Milbrandt, Tychele N Turner

Faculty, Staff and Students Publications

Background: Previous genomic efforts on chromosome 9p deletion and duplication syndromes have utilized low-resolution strategies (i.e., karyotypes, chromosome microarrays). These studies have provided important initial insights into these syndromes. This current study is the first large-scale whole-genome sequencing (WGS) study of 100 individuals from families with chromosome 9p syndromes.

Methods: Through the newly formed 9P-ARCH (Advanced Research in Chromosomal Health: Genomic, Phenotypic, and Functional Aspects of 9p-Related syndromes) research network, we assembled a cohort of individuals from families with chromosome 9p syndromes. WGS was applied to 100 individuals, and other genomic technologies were applied to a subset of individuals. To …

Post-Traumatic Stress And Genetic Interactions Affect Tobacco And Alcohol Use After Trauma: Findings From A Multi-Ancestry Cohort, Henri M. Garrison-Desany, Stacey L. House, Et Al.

2020-Current year OA Pubs

No abstract provided.

Transdiagnostic Alterations In White Matter Microstructure Associated With Suicidal Thoughts And Behaviours In The Enigma Suicidal Thoughts And Behaviours Consortium, Laura S. Van Velzen, Alexander S. Hatoum, Et Al.

2020-Current year OA Pubs

No abstract provided.

Socioeconomic Disparities And Severity Of Gunshot Injuries In Israel: A Retrospective Review Of National Trauma Registry Data From Public Hospitals 2019-2022, Ahmad Awwad, Layalee Abo Naser, Arnona Ziv, Adi Givon, Jennifer Moriatis Wolf, Jason A Strelzow, Eli Farhat, Shai Luria, Israel Trauma Group

2020-Current year OA Pubs

BACKGROUND: Socioeconomic status (SES) is correlated with gunshot violence. This study examined the associations between SES and the severity of gunshot injuries in Israel.

METHODS: The Israel National Trauma Registry was reviewed for all violence-related gunshot wound patients who were admitted to all public hospitals in Israel from 2019 to 2022. Self-inflicted injuries were excluded. This time frame preceded the regional military conflict that began in October 2023 and did not include any military-related activity. The registry records patient demographics including ethnicity. Severity was assessed on the Injury Severity Score (ISS), and SES was categorized into 10 clusters based on …

Transgenerational Adaptation To Hypoxia, Kathleen Kim, Ariel Telger, Gautam Sarkar, Sharan Surya, M Hafiz Rothi, Michael P Meers, Simon Yuan Wang, Eric Lieberman Greer

2020-Current year OA Pubs

Epigenetic inheritance alerts naïve descendants to prepare for stresses that could still be present, whereas distant descendants return to a basal state after several generations without stress. However, organisms are frequently exposed to stresses successively across generations. We found that parental hypoxia exposure increased P0 longevity, caused intergenerational lipid reduction, and elicited transgenerational fertility reduction that was dependent on generationally transmitted small RNAs. Here, we find that

Whole-Genome Sequencing Reveals Individual And Cohort Level Insights Into Chromosome 9p Syndromes., Yingxi Wang, Eleanor I Sams, Rachel Slaugh, Sandra Crocker, Emily Cordova Hurtado, Sophia Tracy, Ying-Chen Claire Hou, Christopher Markovic, Kostandin Valle, Victoria Tate, Khadija Belhassan, Elizabeth Appelbaum, Titilope Akinwe, Rodrigo T Starosta, Yang Cao, Amber Neilson, Yu Liu, Nathaniel Jensen, Reza Ghasemi, Tina Lindsay, Juana Manuel, Sophia Couteranis, Milinn Kremitzki, Jack Ustanik, Thomas Antonacci, Jeffrey K Ng, Andrew Emory, Laura Metz, Tracie Deluca, Katherine N Lyons, Toni Sinnwell, Brianne Thomeczek, Katherine A King, Christina A Gurnett, Susan K Dutcher, Catherine Gooch, Yang E Li, Amjad Horani, Michael Heinz, Richard Head, Robert Fulton, Lucinda Antonacci-Fulton, Xiaoxia Cui, Robi D Mitra, F Sessions Cole, Julie Neidich, Patricia I Dickson, Jeffrey Milbrandt, Tychele N Turner, Et Al.

2020-Current year OA Pubs

BACKGROUND: Previous genomic efforts on chromosome 9p deletion and duplication syndromes have utilized low-resolution strategies (i.e., karyotypes, chromosome microarrays). These studies have provided important initial insights into these syndromes. This current study is the first large-scale whole-genome sequencing (WGS) study of 100 individuals from families with chromosome 9p syndromes.

METHODS: Through the newly formed 9P-ARCH (Advanced Research in Chromosomal Health: Genomic, Phenotypic, and Functional Aspects of 9p-Related syndromes) research network, we assembled a cohort of individuals from families with chromosome 9p syndromes. WGS was applied to 100 individuals, and other genomic technologies were applied to a subset of individuals. To …

Profound Opioid And Medetomidine Withdrawal: A Case Series And Narrative Review Of Available Literature, Phil Durney, Elise Paquin, Gamal Ftizpatrick, Drew Lockstein, Tareva Warrick-Stone, Do, Maeve Montesi, Sejal Patel, Jamal Rashid, Oluwarotimi Vaughan-Ogunlusi, Kelly Goodsell, Jennifer L. Kahoud, Christopher Martin, Keira Chism, Paul Goebel, Karen Alexander, Dennis Goodstein, Kory S. London

Division of Internal Medicine Faculty Papers & Presentations

Medetomidine, a potent central acting α2 agonist, has emerged as a fentanyl adulterant in the non-medical opioid supply. Its use has been linked to a novel withdrawal syndrome that is often resistant to conventional treatment protocols. Four cases are presented exemplifying extreme, but increasingly common forms of this withdrawal syndrome. A literature review is provided demonstrating both the paucity of available literature as well as potential avenues for treatment and future research. As adulterants continue to proliferate in the illicit drug supply, clinicians should anticipate atypical withdrawal phenotypes and consider early intervention.

Radiomics For Dynamic Lung Cancer Risk Prediction In Uspstf-Ineligible Patients, Morteza Salehjahromi, Hui Li, Eman Showkatian, Maliazurina B Saad, Mohamed Qayati, Sherif M Ismail, Sheeba J Sujit, Amgad Muneer, Muhammad Aminu, Lingzhi Hong, Xiaoyu Han, Simon Heeke, Tina Cascone, Xiuning Le, Natalie Vokes, Don L Gibbons, Iakovos Toumazis, Edwin J Ostrin, Mara B Antonoff, Ara A Vaporciyan, David Jaffray, Fernando U Kay, Brett W Carter, Carol C Wu, Myrna C B Godoy, J Jack Lee, David E Gerber, John V Heymach, Jianjun Zhang, Jia Wu

Faculty, Staff and Student Publications

Background: Non-smokers and individuals with minimal smoking history represent a significant proportion of lung cancer cases but are often overlooked in current risk assessment models. Pulmonary nodules are commonly detected incidentally-appearing in approximately 24-31% of all chest CT scans regardless of smoking status. However, most established risk models, such as the Brock model, were developed using cohorts heavily enriched with individuals who have substantial smoking histories. This limits their generalizability to non-smoking and light-smoking populations, highlighting the need for more inclusive and tailored risk prediction strategies. Purpose: We aimed to develop a longitudinal radiomics-based approach for lung cancer …

Comprehensive Descriptive Analysis Of Large Alzheimer's Disease Patient Cohorts, Ehsan Yaghmaei, Attallah Dillard, Mohammadreza Rezaei, Ahmad Razaei, Albert Pierce, Hongxia Lu, Eric Adams, Nikolay Todorov, Louis Ehwerhemuepha, Jianwei Zheng, Seyed Ahmad Sajjadi, Mohsen Bazargan, Cyril Rakovski

Mathematics, Physics, and Computer Science Faculty Articles and Research

Background

Objective

Methods

Continuous Glucose Monitoring: The New Vital Wave, Greer Duncan Bsn, Rn, Nolan Case Bsn, Rn, Anna Marchetti O'Donnell Mba, Bsn, Rn, Joseph Cervenka Adn, Rn

Vizient/ AACN Nurse Residency Program™ EBP Projects

No abstract provided.

Community Factors And County-Level Cancer Screening, Prevalence, And Mortality, Alexandra R. Drake, Eric W. Christensen, Augusto C. Ochoa, William Small, Jinel Scott, Elizabeth Y. Rula

School of Medicine Faculty Publications

IMPORTANCE Cancer screening, prevalence, and mortality vary across US counties; the broad set of community factors associated with these differences are not well understood. OBJECTIVE To assess the relative importance of diverse community measures for explaining county-level variance in cancer screening, prevalence, and mortality rates for breast, colorectal, lung, and prostate cancers. DESIGN, SETTING, AND PARTICIPANTS This geospatial cross-sectional analysis across all US counties used random forest algorithms to estimate the relative importance of 24 community measures—including health behaviors and lifestyle, socioeconomic, and environment factors—as explanatory factors for cancer screening, prevalence, and mortality. For each cancer, county-level cancer screening and …

Palliative Care Conditions Managed At Home And Self-Reported Challenges Experienced By Informal Home-Based Caregivers In Rwanda: A Qualitative Study, Jean Claude Twahirwa, Madeleine Mukeshimana, Margaret Fitch, Godfrey Katende

School of Nursing & Midwifery, East Africa

Introduction: A greater dependency on informal home-based caregivers to assist patients in their homes stems from Rwanda’s rising palliative care needs and the burden of terminal illnesses. These caregivers play a critical role in addressing patients’ physical and emotional needs and assisting with daily activities. However, in low-resource settings like Rwanda, limited attention has been given to understanding their lived experiences and the challenges they face. This study primarily aimed to explore the lived experiences and caregiving challenges of informal home-based caregivers providing palliative care. A secondary aim was to describe the range of life-threatening conditions being managed at home …

Relationship Between Smoking And Psychiatric And Somatic Comorbidities In Older Age Bipolar Disorder: Lien Entre Le Tabagisme Et Les Affections Psychiatriques Et Somatiques Concomitantes Chez Les Personnes Âgées Atteintes De Trouble Bipolaire, Molly Howland, Arushi Mahajan, Peijun Chen, Osvaldo Almeida, Kürşat Altınbaş, Hilary Blumberg, Annemiek Dols, Nicole Fiorelli, Orestes Forlenza, Beny Lafer, Andrew Olagunju, Melis Orhan, Soham Rej, Martha Sajatovic, Matthew Schurr, Christian Simhandl, Jair Soares, Ashley Sutherland, Shang-Ying Tsai, Sara Weisenbach, Joy Yala, Farren Briggs

Faculty, Staff and Student Publications

Objective

Smoking has been associated with psychiatric and somatic comorbidities in bipolar disorder (BD) populations. However, studies in older age BD (OABD) populations are sparse. We hypothesized that among individuals with OABD, current and former smokers would have worse psychiatric and somatic comorbidities parameters compared to never smokers.

Method

Our study used baseline cross-sectional data from 27 international studies reporting data on adults 50 years old and older (N = 984). Smoking status was categorized into current smokers, former smokers, and never smokers. The distribution of demographic and clinical variables was assessed. The associations between smoking status and the …

Use Of The Selective Cytopheretic Device With Continuous Renal Replacement Therapy In Children: A Comparison Of Contemporary Cohorts, Natalja L Stanski, Jangdong Seo, Todd Jenkins, Kelli A Krallman, Shina Menon, H David Humes, David J Askenazi, Rajit K Basu, Ayse Akcan-Arikan, Stuart L Goldstein, Katja M Gist

Faculty, Staff and Students Publications

Introduction: The selective cytopheretic device (SCD) is a cell-directed extracorporeal therapy approved for use in children with acute kidney injury (AKI) receiving continuous renal replacement therapy (CRRT) with sepsis/sepsis-like conditions. We compared outcomes for children treated with SCD to a contemporary cohort of children treated with CRRT alone.

Methods: Secondary analysis and comparison of patients ≤22 years old and ≥10 kg from a multicenter registry of patients receiving CRRT for AKI and/or fluid overload (WE-ROCK; 2015-2021) to patients from two multicenter, prospective, interventional studies of children with AKI and multiple organ dysfunction (MODS) receiving SCD (SCD-PED-01/SCD-PED-02; 2016-2022).

Results: Eighteen patients …

Cdk4/6 Inhibitors In Breast Cancer-Who Should Receive Them?, Anran Chen, Ze-Yi Zheng, Meenakshi Anurag, Ahmed Elkhanany, Natalie C Chen, Eric C Chang

Faculty, Staff and Students Publications

More than 70% of breast cancers are estrogen receptor-positive (ER+). Endocrine therapy that blocks estrogen signaling remains the cornerstone of treatment, yet relapses continue to affect many patients. Cyclin-dependent kinases 4 and 6 (CDK4/6) regulate the G1-S phase transition in the cell cycle, and pharmacological inhibition of this pathway has been successfully leveraged to reduce recurrence. CDK4/6 inhibitors combined with endocrine therapy are now the standard of care, although determining the optimal patient population for treatment remains a key challenge. A newly published study provides important insight, showing that loss of the NF1/neurofibromin tumor suppressor confers greater sensitivity to CDK4/6 …

Xpert Mtb/Rif Ultra Assay For Tuberculosis Disease And Rifampicin Resistance In Children, Alexander W Kay, Maia Madison, Katie Scandrett, Tara Ness, Pauline Amuge, Leeberk Raja Inbaraj, Mukesh Kumar Sathya Narayanan, Lucia González Fernández, Michael Eisenhut, Nazir Ismail, Alexei Korobitsyn, Sabine E Verkuijl, Annemieke Brands, Kerri Viney, Tiziana Masini, Anna M Mandalakas, Karen R Steingart, Yemisi Takwoingi

Faculty, Staff and Students Publications

Background: In 2023, an estimated 1.3 million children (aged 0-14 years) became ill with tuberculosis, and 166,000 children (aged 0-15 years) died from the disease. Xpert MTB/RIF Ultra (Xpert Ultra) is a molecular World Health Organization (WHO)-recommended rapid diagnostic test that detects Mycobacterium tuberculosis complex and rifampicin resistance. This is an update of a Cochrane review first published in 2020 and last updated in 2022. Parts of the current update informed the 2024 WHO updated guidance for the diagnosis of tuberculosis.

Objectives: To assess the diagnostic accuracy of Xpert Ultra for detecting pulmonary tuberculosis, tuberculous meningitis, lymph node tuberculosis, and …

Acute Mastoiditis In Children During The Covid Era: A Systematic Review And Meta-Analysis, Erin Briggs, Isabelle J. Chau, Shaun A. Nguyen, Justin C. Pelic, Erin A. Harvey, Ted A. Meyer

SKMC Student Presentations and Publications

OBJECTIVE: Explore the impact of the COVID-19 pandemic on pediatric acute mastoiditis (AM).

DATA SOURCES: CINAHL, Cochrane Library, PubMed, Scopus.

METHODS: Literature was searched from 2014 to 2025 for articles reporting AM in children. Specific outcomes included clinical presentation, bacterial epidemiology, complications, and management. Primary outcome measures included continuous measures (mean), proportions (%), mean difference (Δ), and relative risk (RR) with 95 % confidence intervals (CI).

RESULTS: There were seven included studies (N = 1001 children) with 632 patients in the pre-COVID cohort and 369 in the COVID-era cohort. There was a significant difference in the proportion of intracranial complications …

Tetanus And Diphtheria Vaccination Coverage And Electronic Health Record Alerts For Immigrants And Refugees At Three United States Health Systems, 2017-2023, Abigail Steiner, Ann Settgast, Malini Desilva, Colleen Payton, Kristine Knuti Rodrigues, Margaret Nolan, Ella Chrenka, Mateo Frumholtz, Jeremy J Michel, Amy Stein, Blain Mamo, Janine Young

Department of Medicine Faculty Papers

Tetanus and diphtheria (tetanus/diphtheria) infections are rare in the United States (U.S.), but adequate vaccination is essential to prevent disease and associated morbidity and mortality. Compared with U.S.-born persons, immigrant and refugee adults have lower completion rates for tetanus/diphtheria vaccination series. However, most electronic health record (EHR)-generated recommendations only advise tetanus/diphtheria vaccines every 10 years for persons ≥18 years. This analysis compared documented completion of tetanus/diphtheria 3-dose vaccination series with EHR-generated recommendations for immigrant and refugee patients at three U.S. health systems seen during 2017-2022. The EHR documented complete 3-dose tetanus/diphtheria vaccine series for 28 % of 50,829 adult immigrant …

Nutritional Management Of The Complex Fontan Physiology Patient In The Pre-Transplant Phase, Mona Kasik, Jill Rockwell

2025

No abstract provided.

Enhancing Cyberattack Resiliency Through The Radiotherapy Backup And Recovery Dashboard Tool, Justin Pijanowski, Eric Nguyen, Yasin Abdulkadir, Justin Hink, Yevgeniy Vinogradskiy, James Lamb

Department of Radiation Oncology Faculty Papers

PURPOSE: Radiation Oncology departments impacted by recent cyberattacks were unable to access data backups or their Record and Verify (R&V) system and therefore faced challenges to resume patient treatments in a timely manner. We present a novel software tool that backs-up critical radiotherapy treatment information and displays essential information for on-treatment patients in an intuitive and accessible dashboard allowing clinics to continue radiotherapy treatments. The purpose of this report is to describe implementation details, challenges, and share open-source code to facilitate radiation oncology clinics' efforts to develop tools to improve cyberattack resiliency.

METHODS: The Radiotherapy Backup and Recovery Dashboard Tool …

Rtx-303, An Orally Bioavailable Polθ Polymerase Inhibitor That Potentiates Parp Inhibitors In Brca Mutant Tumors, Gurushankar Chandramouly, William Fried, John Gordon, Douglas Ralph, Channita Keuk, Sangeeta Kumari, Mercy Ramanjulu, William Auerbacher, Leonid Minakhin, Taylor Tredinnick, Bernadette Tiberi, George Morton, Robert Betsch, Kathy Q. Cai, Umeshkumar M Vekariya, Mrityunjay Tyagi, Tomasz Skorski, Sergey Karakashev, Neil Johnson, Wayne E. Childers, Xiaojiang S. Chen, Richard T. Pomerantz

Department of Biochemistry and Molecular Biology Faculty Papers

DNA polymerase θ (Polθ) is a polymerase-helicase fusion protein that is synthetically lethal with homologous recombination (HR) factors, such as BRCA1/2, and confers resistance to PARP inhibitors (PARPi) and other genotoxic cancer therapies. Previously developed Polθ polymerase (Polθ-pol) inhibitors (Polθi) exhibited limited pharmacological activity and metabolic stability, warranting the development of a Polθi with improved drug-like properties. Here, we developed RTx-303, a selective allosteric small-molecule Polθ-pol inhibitor that exhibits 5.1 nM IC50, 88% oral bioavailability, and a prolonged half-life along with its equipotent metabolite. X-ray crystallography highlights the development of a solvent-exposed side-chain that is essential for the optimal drug-like …

Mir147 Promotes Mucosal Integrity And Healing In Intestinal Inflammation, Agnieszka K Czopik, Arash Dabiri, Chia-Hao Tung, Victoria Vaughn, Xiangsheng Huang, Jinlian Wang, Hui Li, Nicolas F Moreno, Natalia V Piwko, Katherine Figarella, Hongfang Liu, Zhongming Zhao, Xiaoyi Yuan, Holger K Eltzschig

Faculty, Staff and Student Publications

The intestinal mucosal epithelium forms a barrier between luminal contents and the body. MicroRNAs (miRNAs) regulate mucosal homeostasis by controlling inflammatory responses and structural integrity. Here, we discovered a protective role for miR147 in intestinal inflammation using a miR147tdTomato reporter mouse. miR147 was enriched in the intestines, with the highest expression in the colonic epithelial cells at the luminal surface, with prominent expression in differentiated enterocytes. Mice with general or intestinal epithelial deletion of miR147 showed increased intestinal inflammation and diminished mucosal healing during colitis. RNA sequencing of miR147-deficient cells showed dysregulated immune signaling, with upregulated proinflammatory cytokine pathways and …

Lifestyle Data-Based Multiclass Obesity Prediction With Interpretable Ensemble Models Incorporating Shap And Lime Analysis, Shahid Mohammad Ganie, Pijush Kanti Dutta Pramanik, Zhongming Zhao

Faculty, Staff and Student Publications

Obesity is a major public health concern. Predicting obesity risk from lifestyle data can guide targeted interventions, but current models remain limited. This study first evaluates ensemble learning methods and then combines approaches to improve prediction accuracy and generalizability. Four ensemble techniques-boosting, bagging, stacking, and voting-were tested. Five boosting and five bagging models were constructed alongside voting and stacking models. Hyperparameter tuning optimized performance, and feature importance analysis guided potential feature elemination. In phase two, hybrid stacking and voting models integrated the best-performing boosting and bagging models to enhance predictive capability. Model robustness was ensured through k-fold cross-validation and statistical …

Association Between End-Of-Third-Year Objective Structured Clinical Examinations And Accreditation Council For Graduate Medical Education Milestones During Intern Year, Katherine Berg, Jillian Zavodnick, Dianna Cheney-Peters, Heather Heiman, Sally Santen, Yoon Soo Park, Anita Wilson

Department of Medicine Faculty Papers

BACKGROUND: The Objective Structured Clinical Examinations (OSCEs) administered in medical schools have increased in importance with the elimination of United States Medical Licensing Exam (USMLE) Step 2 Clinical Skills (CS).

OBJECTIVE: The purpose of this study was to understand the association between student performance on an end-of-third-year OSCE and performance in residency.

METHODS: This study explored the correlations between OSCE performance and relevant Accreditation Council for Graduate Medical Education (ACGME) milestone 1.0 performance. This study included students’ scores from 139 Sidney Kimmel Medical College (SKMC) students who completed an end-of-third-year OSCE during 2015 and 2016 and completed an intern year …

Just-In-Time Adaptive Intervention To Improve Hiv Prevention And Substance Use In Youth Experiencing Homelessness (My-Ride): Protocol Fora Randomized Controlled Trial, Diane Santa Maria, Nikhil Padhye, Michael Businelle, Natasha Slesnick, Stefani Ricondo, Marguerita Lightfoot

OHSU-PSU School of Public Health Faculty Publications and Presentations

Background: Youth who are experiencing homelessness face a higher risk of HIV infection compared to their housed peers, and suicide and overdose remain the leading causes of death among homeless youth. Just-in-Time Adaptive Interventions (JITAIs) are gaining momentum for HIV prevention and substance use research. Yet, most interventions for homeless youth have not addressed modifiable real-time factors. Objective: This paper describes the development and implementation of a randomized attention-controlled trial to assess the efficacy of motivating youth to reduce infections, disconnections, and emotional dysregulation (MY-RIDE), a JITAI to improve HIV prevention and substance use in homeless youth. Methods: This study …

Genome-Wide Association Study Of Childhood B-Cell Acute Lymphoblastic Leukemia Reveals Novel African Ancestry-Specific Susceptibility Loci, Cindy Im, Andrew R Raduski, Lauren J Mills, Kashi Raj Bhattarai, Robert J Mobley, Kelly R Barnett, Zhanni Lu, Kenneth Liao, Nathan Anderson, Rebecca A Johnson, Erica Langer, Anthony J Hooten, Alix E Seif, Kathrin M Bernt, Matthew Tsang, Brandon A Mamou, Luis Gil-De-Gómez, Julie A Wolfson, Danielle N Friedman, Neerav Shukla, Laura J Klesse, Erin L Marcotte, Lingyun Ji, Alice Dang, Minjie Luo, Yiming Zhong, Jalen Langie, Charleston W K Chiang, Adam De Smith, Joseph L Wiemels, Andrew Dewan, Xiaomei Ma, Catherine Metayer, Zhaoming Wang, Heather H Nelson, Nathan Pankratz, Tianzhong Yang, Saonli Basu, Lucie M Turcotte, Jun J Yang, Daniel Savic, Michael E Scheurer, Logan G Spector

Faculty, Staff and Students Publications

B-cell acute lymphoblastic leukemia (B-ALL) is the most common pediatric malignancy. Given racial/ethnic differences in incidence and outcomes, B-ALL genome-wide association studies among children of African ancestry are needed. Leveraging multi-institutional datasets with 840 African American children with B-ALL and 3360 controls, nine loci achieved genome-wide significance (P <  5 × 10−8) after meta-analysis. Two loci were established trans-ancestral susceptibility regions (IKZF1, ARID5B), while the remaining novel loci were specific to African populations. Five-year overall survival among children carrying novel risk alleles was significantly worse (83% versus 96% in non-carriers, P = 4.8 × 10−3). Novel risk variants were also associated with subtype-specific disease (P <  0.05), including higher susceptibility for a subtype overrepresented in African American children (TCF3-PBX1) and lower …

Defining Endotypes Of Bronchopulmonary Dysplasia In Preterm Infants To Improve Precision-Based Therapies., Megha Sharma, Gangaram Akangire, Noah H. Hillman, Winston M. Manimtim, Mark Ivan Attard, Venkatesh Sampath

Manuscripts, Articles, Book Chapters and Other Papers

Bronchopulmonary dysplasia (BPD) remains a debilitating disease in premature infants. The chronic pathogenesis of BPD with complex prenatal and postnatal programming challenges attempts at precisely defining or treating disease. While existing BPD definitions categorize disease severity, a lack of consideration of disease heterogeneity and endotypes has contributed to the failure of clinical trials to improve BPD outcomes. Recent studies have used advanced lung imaging techniques, echocardiography, and lung function tests to identify airway, parenchymal, and vascular BPD endotypes. These endotypes carry different prognoses and require endotype-specific treatment strategies to optimize infant outcomes. In this Review, we focus on the pathogenic …