Medicine and Health Sciences Commons^™

Exploring Physician Views On Birth Method And Route Of Delivery, Vivian Nguyen, Vincenzo Berghella, Md

Alpha Omega Alpha Research Symposium Posters

Purpose: In the United States, rates of cesarean deliveries (CD) have been increasing. Despite recommendations from the American College of Obstetrics and Gynecology to prevent increasing rates of CDs, planned CD has been associated with lower rates of perinatal deaths and better maternal outcomes when compared to planned vaginal delivery (VD). However, the data is limited, so it is important that we conduct randomized controlled trials (RCTs) comparing maternal and perinatal outcomes in planned CD vs planned vaginal delivery (VD) for nulliparous, term, single, vertex pregnancies. The purpose of study is to survey obstetricians and gynecologists (ob/gyns) on their …

Medicine During The Holocaust: A Comparative Study Of Righteous Dutch, German, And Italian Physicians, Vincent Tse, Salvatore Mangione

Alpha Omega Alpha Research Symposium Posters

Purpose: Authoritarianism can hinder altruism, even among physicians, the most altruistic members of society. Hence, we postulated that the proportion of doctors who saved Jews during the Holocaust (i.e. “Righteous Among the Nations”) was higher in a democratic country like the Netherlands as compared to authoritarian ones like Germany and Italy.

Methods: We analyzed the Yad Vashem database and other census data to determine the total populations, numbers of physicians, numbers of “Righteous”, and numbers of “Righteous” physicians in Germany, Italy, and the Netherlands during WWII. A chi-squared analysis for independence evaluated the association between proportion of “Righteous” physicians to …

Exercise Performance In Ordinary Children And Adolescents: Baseline, Pandemic, And Post-Pandemic, Abby Skiena, Gina D'Aloisio, Ms, Takeshi Tsuda, Md

Alpha Omega Alpha Research Symposium Posters

Background: The COVID-19 pandemic might have created considerable negative impacts on the physical fitness of ordinary adolescents, which may pose a major threat to long-term cardiovascular health.

Methods: Healthy adolescents (ages 11 to 18) who underwent cardiopulmonary exercise testing (CPET) were grouped into baseline (~ 3/2020), pandemic (4/2020 ~12/2022), and post-pandemic (1/2023~ 5/2024) periods. Data are shown as mean ± standard deviation.

Results: Peak oxygen consumption (VO2/kg) and peak work rate (WR/kg) were significantly reduced during pandemic in both sexes and did not improve during post-pandemic in males (Table 1). The decline of peak oxygen pulse (OP/kg) …

Characterizing The Effects Of Antimuscarinics On Rhoa Signaling, Zuhra Tukhtamisheva, Elizabeth L. Mcduffie, Jordan Lee, Steven S. An, Reynold A. Panettieri Jr., Charles Scott

Alpha Omega Alpha Research Symposium Posters

Purpose: Airway hyperresponsiveness in asthma is driven by acetylcholine-mediated activation of the muscarinic acetylcholine 3 receptor (M3R), promoting bronchoconstriction, mucus hypersecretion, and airway remodeling. Despite directly targeting this pathway, antimuscarinics remain adjunctive rather than first-line therapy, suggesting a disconnect between biological rationale and clinical efficacy. Recent work from the Scott Lab at Thomas Jefferson University demonstrates that M3R in human airway smooth muscle (HASM) cells drives muscle shortening through G_12/13–driven RhoA signaling rather than through G_q/11-dependent calcium flux. We therefore investigated whether clinically prescribed antimuscarinics effectively inhibit G_12/13-dependent RhoA signaling in HASM cells.

Methods: …

Interrelationship Between Body Mass Index, Venous Sinus Pressures, Craniospinal Elastance, And Intracranial Pressure In Idiopathic Intracranial Hypertension, Rachel Wang, Ba, Bs, Scott W. Keith, Phd, Pascal M. Jabbour, Md, Stavropoula I. Tjoumakaris, Md, Michael J. Marmura, Md, Michael R. Gooch, Md, Hsiangkuo Yuan, Md, Phd

Alpha Omega Alpha Research Symposium Posters

Purpose: To investigate the interrelationship between body mass index (BMI), venous sinus pressure (VSP), and craniospinal elastance in determining lumbar puncture opening pressure (LP OP) in idiopathic intracranial hypertension (IIH).

Methods: A single-center retrospective chart review was conducted to identify patients who received venous manometry (8/2021-11/2025) followed by LP within 7 days before stenting. VSPs were measured at standardized locations, including the torcula (TP) and sigmoid/jugular (SIJ) sinuses. Elastance was calculated as (OP – closing pressure)/volume of CSF removed. Statistical analysis (JASP 0.19.3) was performed using generalized linear model (Gaussian identity; scaled center) to assess relationships between LP OP, BMI, …

Comparative Analysis Of Fsrt And Srs For Vestibular Schwannoma Using A Large Multi-Institutional Dataset, Ian Argento, Bs, Daniel Uralov, Md, Jacob Beiriger, Md, Anika Walia, Bs, Kalena Liu, Bs, Wenyin Shi, Md, Jacob B. Hunter, Md

Alpha Omega Alpha Research Symposium Posters

Purpose: Stereotactic radiosurgery (SRS) and fractionated stereotactic radiotherapy (FSRT) both achieve high control rates of vestibular schwannomas (VS), but their comparative effects on functional outcomes remain uncertain. Prior studies are limited by small sample sizes and heterogeneous methods.

Methods: Deidentified data were analyzed from 100 healthcare organizations through TriNetX. Adults with VS (ICD-10: D33.3) and sensorineural hearing loss (H90.A/H90.1–H90.8) were included. Patients with neurofibromatosis or prior surgical resection were excluded. Treatment cohorts consisted of single-session SRS or ≥2-sessions of FSRT. Propensity score matching (1:1) yielded 909 patients per cohort. Outcomes—including hearing loss, cerebral edema, hydrocephalus, and cranial nerve …

Assessing Familiarity And Comfortability Of Phase 2 Skmc Students In Working With The Intellectually Disabled Population, Lily N. Dudash, Jessica Tomaszewski, Md, Talia Gillespie, Katie Labgold, Phd, Mph

Alpha Omega Alpha Research Symposium Posters

Purpose: People living with an intellectual or developmental disability (IDD) are at increased risk of poor health outcomes due to inadequate access to quality healthcare. Literature suggests that trainees are underprepared to adjust their clinical practice to treat these patients, which may implicate undergraduate medical education curriculum. This study assessed the comfortability of SKMC students who have completed Phase 2 of the JeffMD curriculum in performing clinical tasks while caring for patients with IDD, and if that comfort is affected by prior experience. We predict that students will report low levels of comfort and be engaged in an educational intervention. …

The Impact Of Neighborhood Socioeconomic Factors And Insurance Status On Outcomes Following Reduction Mammoplasty, Teresa Chan, Kelsey Van Housen, Mspas, Emily Isch, Md, Judith Monzy, Julianne Bartz, Matthew Jekins, Md, David Kim, Md, Andrew Newsman, Md, Heather Mcmahon, Md

Alpha Omega Alpha Research Symposium Posters

Purpose: The impact of socioeconomic status (SES) and neighborhood-level deprivation on surgical outcomes in breast reduction remains unclear. This study evaluated the effect of area deprivation index (ADI) and insurance status on postoperative outcomes following reduction mammoplasty.

Methods: A retrospective review of reduction mammoplasty cases was conducted at a single institution over a 7-year period. Patients ≥18 years old who underwent reduction mammoplasty for benign macromastia were included. Zip-code linked ADI, insurance type, and postoperative complication rate were assessed.

Results: A total of 594 patients were analyzed. Mean age was 36.2 ± 13.1 years and mean body mass index (BMI) …

Neck Circumference As A Novel Predictor Of Cardiovascular Risk Assessed Using Framingham And Prevent Equations, Stephen Garrova, Roshaan Gilani, Steven Muller, Jean Pierre Charpentier, Brian Fedgchin, Glenn Cooper, Cindy Cheng

Alpha Omega Alpha Research Symposium Posters

Purpose: While body mass index (BMI) and waist circumference (WC) are standard clinical tools for anthropometric cardiovascular risk assessment, they are limited by measurement variability and patient discomfort. Neck circumference (NC) may offer a novel, convenient, and accurate alternative anthropometric measure for assessment of cardiovascular risk.

Methods: Standardized anthropometric measurements (NC, WC, BMI) were obtained by trained medical students from eligible patients (n = 110, 68% female, 75% African American) from primary care and cardiology offices in an IRB-approved cohort study with retrospective chart review. Electronic medical record data extraction via double data entry was used to calculate cardiovascular …

Jefferson Heart Health (Jhh): A Successful Student-Delivered Motivational Interviewing Pilot Program To Lower Cardiovascular Disease (Cvd) Risk, Nicholas Tomasko, Bs, Cindy Cheng, Md, Phd, Rafael Hernandez, Bs, Alessandra Sapon, Bs

Alpha Omega Alpha Research Symposium Posters

Purpose: The Jefferson Heart Health (JHH) program utilizes student health coaching by trained undergraduate and medical students supporting patients to sustain lifestyle changes and subsequently determine: how can we effectively educate patients by improving adherence to lifestyle recommendations? Also, what is the effectiveness of student-delivered health coaching for reducing patient cardiovascular risk? With our unique student-delivered program, we promote cost-effective lifestyle interventions for lowering overall cardiovascular disease (CVD) burden.

Methods: We successfully completed a four-week pilot with consistent patient attendance. Certified student JHH coaches, supervised by the certified obesity-management specialist and principal investigator, met weekly with 23 patients: 82.6% female/17.4% …

Systematic Evaluation Of Batch Effects In The Cancer Genome Atlas Program Underscores The Need For Batch-Controlled Analysis, Zhongxuan Chen, Stepan Nersisyan, Isidore Rigoutsos, Eric Londin

Alpha Omega Alpha Research Symposium Posters

Purpose: To systematically assess the impact of batch effects on differential expression of isomiR, mRNA, and non-coding RNA (sncRNA) across 13 The Cancer Genome Atlas (TCGA) cancer types and develop a standardized, batch-controlled analysis protocol for TCGA datasets.

Methods: Data analysis and visualization were performed using Python v3.12. Plots were generated using matplotlib and seaborn. isomiR, mRNA, and sncRNA sequences across 13 TCGA cancer types were used. Principal Component Analysis (PCA) was performed using scikit-learn for dimensionality reduction. Differential expression was conducted using DESeq2 under the following protocols: 1) primary tumor samples vs matched normal samples processed in the same …

Elucidating The Binding Site Of The Arrestin-Biased Agonist Icl1-20, Kesara Wein, Roger Armen, Jeffrey L. Benovic, Charles P. Scott

Alpha Omega Alpha Research Symposium Posters

Background and Purpose: 6.7 million Americans live with congestive heart failure (CHF). In CHF, catecholamines are released into cardiac tissue, bind β-adrenergic receptors (βARs), and activate G-protein signaling cascades, causing ischemia and apoptosis. Accordingly, β-blockers are used to antagonize catecholamine binding to βARs and suppress apoptotic downstream effects. However, β-blockers have dose-limiting hypotension, bradycardia and fail to stimulate the cardioprotective β-arrestin signaling pathway. These limits create opportunities for the development of drugs that selectively stimulate β-arrestin signaling while suppressing cardiotoxic G protein signaling. We have previously reported a biased agonist of the β-arrestin pathway (ICL1-20) that selectively stimulates β-arrestin recruitment …

Survival Impact Of Intraoperative Co2 Dysregulation In Patients Undergoing Pancreaticoduodenectomy For Pancreatic Ductal Adenocarcinoma, Ashley Wetzel, Andrea Feci, Joseph Gorman, Isabel Lavine, Edoardo Manca, Richard Zheng, Md, Nader Hanna, Md, Harish Lavu, Md, Charles J. Yeo, Md, Avinoam Nevler, Md

Alpha Omega Alpha Research Symposium Posters

Purpose: Pancreatic ductal adenocarcinomas (PDAC) are aggressive malignancies with poor prognoses. Emerging evidence suggests tissue hypercapnia (elevated CO₂) promotes aggressive, treatment resistant tumor biology. End-tidal CO₂ (ETCO₂) offers a composite measure of ventilation, systemic perfusion, and tissue CO₂ production. During curative-intent pancreaticoduodenectomy, we hypothesized that intraoperative ETCO₂ could serve as a marker of tissue CO₂ dyscapnia; both low levels indicating decreased circulatory reserves and high levels indicating tissue hypercapnia may result in worse outcomes.

Methods: We conducted a retrospective review (2017-2023) of 343 patients undergoing pancreaticoduodenectomy for PDAC. Intraoperative ETCO₂ data …

Evaluating The Impact Of Bard1 Isoform Targeting On Pdac Growth And Response To Olaparib, Lily Zekavat, Samuel Zion, Boxuan Wei, Avinoam Nevler, Aditi Jain

Alpha Omega Alpha Research Symposium Posters

Background

• BRCA-Associated Ring Domain 1 (BARD1), a heterodimeric binding partner of the tumor suppressor BRCA1, plays an essential role in homologous recombination-mediated DNA repair. Mutations in BARD1 increase cancer susceptibility and result in a molecular phenotype that predicts sensitivity to poly (ADP-ribose) polymerase inhibition (PARPi), including Olaparib.
• Several alternatively spliced isoforms of BARD1, including BARD1δ and BARD1φ, have also been implicated in tumor progression. These isoforms, characterized by deletion of exons 2-6 and 3-6, respectively, lack the RING domain required for BRCA1 interaction (Figure 1). 
• Upregulation of BARD1 isoforms is associated with poor prognosis in several tumor types. However, the …

Primary Care Use And Clinical Outcomes In A Prevalent Cohort Of Patients Receiving Hemodialysis, Dustin Le, Hatem Najar, Zoheb Backer, Rohanit Singh, Byoungjun Kim, Morgan E. Grams, Laura Plantinga, Bernard G. Jaar

Division of Nephrology Faculty Papers

Rationale & Objective - Primary care is associated with improved health outcomes, but whether this is true for patients receiving dialysis is unclear. We evaluated the association of primary care use in the previous year and clinical outcomes using a prevalent cohort of patients receiving hemodialysis.

Study Design - Retrospective cohort study.

Setting & Participants - United States Renal Data System registry of prevalent patients requiring maintenance in-center on January 1, 2019, linked with Medicare claims data.

Exposure - Primary care use was defined as ≥ 1 outpatient visit to a provider with the specialty of Family, General, Geriatric, or …

A Multicomponent Strategy To Increase Human Papillomavirus Vaccination Rates In Primary Care: A Cluster Randomized Clinical Trial, Ruoyun Wang, Lei Liu, Sherry Dodd, Sharon Graham, Shannon Rook, Lauren Ericson, Katie Plax, Abigail Barker, Virginia Mckay, Michelle I Silver, Jason G Newland, Allison A King

2020-Current year OA Pubs

IMPORTANCE: Human papillomavirus (HPV) vaccination prevents multiple cancers, yet vaccination rates by the recommended age remain well below national goals.

OBJECTIVE: To evaluate the effectiveness of a multicomponent strategy in increasing HPV vaccination rates in primary care settings by 13 years of age.

DESIGN, SETTING, AND PARTICIPANTS: This cluster randomized clinical trial with a parallel-group design and 1:1 allocation was conducted at 20 pediatrics primary care practices from a practice-based research network in the St Louis, Missouri, metropolitan area by clinicians delivering routine well-child visits within participating practices. The intervention was implemented over 24 months (July 1, 2020, to September …

Longitudinal Multiomic Signatures Of Ards And Sepsis Inflammatory Phenotypes Identify Pathways Associated With Mortality, Narges Alipanah-Lechner, Pratik Sinha, Et Al.

2020-Current year OA Pubs

BACKGROUNDCritically ill patients with acute respiratory distress syndrome (ARDS) and sepsis exhibit distinct inflammatory phenotypes with divergent clinical outcomes, but the underlying molecular mechanisms remain poorly understood. These phenotypes, derived from clinical data and protein biomarkers, were associated with metabolic differences in a pilot study.METHODSWe performed integrative multiomics analysis of blood samples from 160 patients with ARDS in the ROSE trial, randomly selecting 80 patients from each latent class analysis-defined inflammatory phenotype (hyperinflammatory and hypoinflammatory) with phenotype probability greater than 0.9. Untargeted plasma metabolomics and whole-blood transcriptomics at day 0 and day 2 were analyzed using multimodal factor analysis (MEFISTO). …

Slc7a8 Is Essential For Metabolic Fitness And Function Of Th2 Cells, Santosh K Panda, Do-Hyun Kim, Pritesh Desai, Shitong Wu, Patrick Fernandes Rodrigues, Raki Sudan, Yizhou Liu, Haerin Jung, Intelly Lee, Susan Gilfillan, Marina Cella, Steven J Van Dyken, Marco Colonna

2020-Current year OA Pubs

Amino acids are essential for the activation and function of CD4 T helper (Th) cells, which differentiate into Th1, Th2, Th17, and Treg subsets to coordinate immune responses. While specific amino acid transporters have been identified for Th1, Th17, and Tregs, a transporter regulating Th2 cells remains unknown. This study identifies SLC7A8 as a Th2-specific amino acid transporter in the Th compartment. We found that Slc7a8 expression is upregulated in Th2 cells compared with other T helper subsets, and Slc7a8 deficiency impairs Th2 cell proliferation and cytokine production. Furthermore, SLC7A8 was found to be crucial for an effective type 2 …

Amyloidosis Of Bridging Veins Is A Pathologic Feature Of Alzheimer's Disease, Leon C D Smyth, Daan Verhaege, Elio Standen-Bloom, Yue Wu, Steffen E Storck, Pavle Boskovic, Benjamin A Plog, Tornike Mamuladze, Jose A Mazzitelli, Zhuoying Wang, Daniel D Lee, Gwendalyn J Randolph, Katherine E Schwetye, Song Hu, Jonathan Kipnis, Et Al.

2020-Current year OA Pubs

Alzheimer's disease (AD) is characterized by the accumulation of extracellular aggregated amyloid beta, resulting from impaired waste clearance. We recently identified new cerebrospinal fluid (CSF) efflux structures termed arachnoid cuff exit (ACE) points and speculated that these may be impacted in AD, leading to impaired waste clearance function. Using 5XFAD mice, we found progressive amyloidosis of bridging veins at ACE points. Indeed, in 5XFAD mice, there is impaired CSF efflux to the dura mater, impaired CSF flow along bridging veins, and impaired blood flow through bridging veins. These observations suggest that ACE point amyloidosis plays a role in waste clearance …

Estimated Effectiveness Of 2024-2025 Covid-19 Vaccination Against Severe Covid-19, Kevin C Ma, Jennie H Kwon, Et Al.

2020-Current year OA Pubs

IMPORTANCE: As SARS-CoV-2 JN.1 lineage descendants continue to evolve, evaluating COVID-19 vaccine effectiveness (VE) against severe COVID-19 remains important to guide vaccination strategies.

OBJECTIVE: To estimate the VE of the 2024-2025 COVID-19 vaccines against COVID-19-associated hospitalization and severe in-hospital outcomes overall and by time since dose (7-89, 90-179, and ≥180 days), JN.1 descendant lineage (KP.3.1.1, XEC, LP.8.1), and spike protein mutations associated with immune evasion.

DESIGN, SETTING, AND PARTICIPANTS: This multicenter, test-negative, case-control study conducted by the Investigating Respiratory Viruses in the Acutely Ill Network included adult patients (aged ≥18 years) hospitalized between September 1, 2024, and April 30, 2025, …

Biologically-Inspired Multiscale Neuromorphic Architecture, Christian O'Reilly, Ramtin Zand

Publications

This white paper proposes a biologically-inspired multiscale neuromorphic architecture that bridges key gaps between artificial neural networks (ANNs), spiking neural networks (SNNs), and biological neural networks (BNNs). While SNNs offer promising energy efficiency, their broader adoption remains limited by suboptimal performance and the need for novel learning paradigms. To address these challenges, the proposed framework integrates structural and functional principles observed in the brain, including hierarchical organization, sparse and modular connectivity, predictive coding, and diverse neuronal dynamics.

The architecture operates across micro-, meso-, and macro-scales, incorporating neuron-level diversity (e.g., excitatory/inhibitory and principal/support cells), canonical microcircuits (CMCs), and large-scale hierarchical organization. …

Jackson-Pratt Drain-Related Challenges And A Potential Explanation For Associated Surgical Site Pain Variability Following Breast Mastectomy And Reconstruction, Spencer Haber, Bs, Krishna Koka, Bs, Elizabeth Simon, Bs, Devin Williams, Bs, Andrew Newman, Md

Alpha Omega Alpha Research Symposium Posters

Background: The Jackson-Pratt (JP) drain is a closed suction drain used in surgeries throughout the body. This prevents seroma formation through continual negative pressure drainage while resisting collapse and obstruction. JP drains are mainstays in breast reconstruction and mastectomy.

Methods: Through a literature review using keywords such as “Surgical Site Infection” (SSI), “Quality of Life” (QOL), and “Surgical Site Pain” (SSP), we summarized JP drain-related complications in breast reconstruction and mastectomy. Although the drain effectively reduces seroma formation, there has been a lack of innovation in addressing these issues. There is no standardized approach to JP drain post-operative care or …

Hangout Hour: A Safe Space Fostering Community Within The Adolescent Young Adult (Aya) Community, Brooke Ashmore, Makena Krier

2025

Costs Of Single Maintenance And Reliever Therapy Vs Traditional Therapy For Asthma, Tri Pham, Abigail R Barker, Sarah A Eisenstein, Eliot Jost, Anna Volerman, Krutika Chauhan, Ross C Brownson, Timothy Mcbride, Mark D Huffman, Kaharu Sumino, Lynn B Gerald, Mario Castro, Anne E Dixon, James G Krings

2020-Current year OA Pubs

IMPORTANCE: Despite strong guideline support, single maintenance and reliever therapy (SMART) for asthma is underused in the US. Limited insurance coverage of SMART-compatible inhalers remains a major barrier to its adoption.

OBJECTIVE: To compare the annual asthma management costs of SMART vs traditional therapy from a US health care payer perspective.

DESIGN, SETTING, AND PARTICIPANTS: This economic evaluation used a probabilistic decision-tree model with Monte Carlo simulations to compare the total asthma management costs for patients prescribed SMART vs traditional therapy, conducting analyses from September 1, 2024, to March 13, 2025. Input data were extracted through a systematic review of …

Demographic And Clinicopathologic Factors Associated With Colorectal Adenoma Recurrence, Usman Ayub Awan, Qingyuan Song, Kristen K Ciombor, Adetunji T Toriola, Jungyoon Choi, Timothy Su, Xiao-Ou Shu, Kamran Idrees, Kay M Washington, Wei Zheng, Wanqing Wen, Zhijun Yin, Xingyi Guo

2020-Current year OA Pubs

IMPORTANCE: Current colorectal surveillance guidelines emphasize adenoma characteristics but overlook temporal, racial, and sex-based heterogeneity in recurrence risk, a gap that limits equitable and personalized care.

OBJECTIVE: To evaluate the associations of demographic factors, obesity, and adenoma features with recurrence risk over time in a large longitudinal surveillance cohort.

DESIGN, SETTING, AND PARTICIPANTS: This retrospective cohort study included adults who underwent their first colonoscopic polypectomy between January 1990 and July 2024 at a tertiary medical center.

EXPOSURES: Demographic variables included race and ethnicity, sex, obesity (body mass index >30), family history of colorectal cancer (CRC) or polyps, and age at …

Anxiety Or Depression Trends By Disability Status And Demographic Intersections In Us Adults, 2019-2023, David Adzrago, Kayo Fujimoto, J Michael Wilkerson, Typhanye V Dyer, Faustine Williams

Faculty, Staff and Student Publications

Importance: Mental health problems, particularly anxiety and depression, remain among the leading causes of disease burden in the US. However, trends in anxiety and depression across disability status and demographics remain understudied.

Objective: To examine trends in anxiety and depression prevalence among US adults from 2019 to 2023 by disability status and demographic characteristics.

Design, setting, and participants: This cross-sectional study used national population-based data from the National Health Interview Surveys from 2019 to 2023. Data were collected from household probability samples of noninstitutionalized US civilian adults aged at least 18 years. Data analyses were performed from December 6, 2024, …

Fedda-Tsformer: Federated Domain Adaptation With Vision Timesformer For Left Ventricle Segmentation On Gated Myocardial Perfusion Spect Image, Yehong Huang, Chen Zhao, Rochak Dhakal, Min Zhao, Guang-Uei Hung, Zhixin Jiang, Weihua Zhou

Michigan Tech Publications

BACKGROUND: Accurate assessment of left ventricular function is essential for diagnosing and managing cardiovascular disease. Gated myocardial perfusion SPECT (MPS) enables simultaneous evaluation of perfusion and function, but reliable contour extraction is challenged by image noise, resolution limits, and anatomical variability. Multi-center validation is further restricted by data privacy concerns, underscoring the need for robust and privacy-preserving contouring methods. METHODS: In this study, we propose a novel approach, FedDA-TSformer, which integrates Federated Domain Adaptation with the TimeSformer model for the task of left ventricle segmentation using MPS images. The proposed model captures spatial and temporal features through a Divide-Space-Time-Attention mechanism, …

Mom Is Developing Too: Preliminary Evidence For The Reciprocal Effects Of Infant Sensory Reactivity And Maternal Behavior, Emily C. Sweiss, Vincent Berardi, Elysia Poggi Davis, Curt A. Sandman, Laura M. Glynn

Psychology Faculty Articles and Research

Caregiver sensitivity to infant cues is well-established as a predictor of child development. Infants also actively influence their social environment, especially their caregivers, even from their earliest days. Sensory reactivity, characterized as hypo- (under) and hyper- (over) responding to environmental stimuli, is one domain of development that is likely to influence caregiver-infant interaction, due to its role in regulating emotions and responses to both physical and social stimuli. Although sensory reactivity could be an important target for improving caregiver-child interaction, the longitudinal, reciprocal relations between infant sensory reactivity and caregiver behaviors are currently unknown. In the present proof-of-concept study, we …

Detecting Stigmatizing Language In Clinical Notes With Large Language Models For Addiction Care, Rohan Sethi, John Caskey, Yanjun Gao, Matthew M. Churpek, Timothy A. Miller, Anoop Mayampurath, Elizabeth Salisbury-Afshar, Majid Afshar, Dmitriy Dligach

Computer Science: Faculty Publications and Other Works

Intensive care units (ICU) produce numerous progress notes that may contain stigmatizing language that perpetuate negative biases and punitive approaches against patients. Patients with substance use disorders are particularly vulnerable to stigma. This study examined the performance of Large Language Models (LLMs) in the identification of stigmatizing language. We annotated a dataset with over 77,000 stigmatizing and non-stigmatizing notes from the MIMIC-III database. We utilized Meta's Llama-3 8B Instruct LLM to run the following experiments for stigma detection: zero-shot; in-context learning; in-context learning with a selective retrieval; supervised fine-tuning (SFT); and keyword search. All approaches were evaluated on a held-out …

Cd8+ T Cells In The Tumor Microenvironment Modulate The Response To Endocrine Therapy In Breast Cancer, Fabiana Napolitano, Yunguan Wang, Dhivya R Sudhan, Paula I Gonzalez-Ericsson, Luigi Formisano, Nisha Unni, Shahbano Shakeel, James Z Zhu, Khushi Ahuja, Lei Guo, María Rosario Chica-Parrado, Yuki Matsunaga, Pamela Luna, Chang-Ching A Lin, Yasuaki Uemoto, Kyung-Min Lee, Hongli Ma, Nathaniel J Evans, Alberto Servetto, Saurabh Mendiratta, Spencer D Barnes, Roberto Bianco, Yisheng V Fang, Lin Xu, Jeon Lee, Tao Wang, Justin M Balko, Gordon B Mills, Marilyne Labrie, Ariella B Hanker, Carlos L Arteaga

Faculty, Staff and Student Publications

The role of the tumor immune microenvironment (TIME) in modulating responses to antiestrogen therapy in hormone receptor-positive (HR+) breast cancers remains unclear. We analyzed pre- and on-treatment biopsies from patients with HR+ breast cancer treated with letrozole to induce estrogen deprivation (ED). Stromal tumor-infiltrating lymphocytes, assessed by H&E staining, and immune-related gene sets, including IFN-γ signaling genes, measured by RNA-Seq, were increased in ED-resistant tumors. Cyclic immunofluorescence and spatial transcriptomics revealed an abundance of CD8+ T cells and enhanced antigen processing and immune gene signatures in ED-resistant tumors. In this group, the expression of CXCL9, CXCL10, and CXCL11 - chemokine …