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Full-Text Articles in Entire DC Network
A Case Of Aqp4-Igg Neuromyelitis Optica Presenting With Orbital Inflammatory Syndrome, Lucy A Bailey, Roy F Riascos, Ore-Ofe O Adesina
A Case Of Aqp4-Igg Neuromyelitis Optica Presenting With Orbital Inflammatory Syndrome, Lucy A Bailey, Roy F Riascos, Ore-Ofe O Adesina
Faculty, Staff and Student Publications
A 45-year-old healthy African-American man experienced 2 months of right-eye soreness followed by acute onset of right painful vision loss with binocular, oblique diplopia. Visual acuity was count fingers OD and 20/20 OS. He had a partial, right, pupil-involving cranial nerve III palsy with a right relative afferent pupillary defect and optic disc edema with tortuous vessels. Magnetic resonance imaging showed increased T2 signal with tortuosity and thickening of the retrobulbar right optic nerve with associated restricted diffusion and enhancement, enhancement of orbital fat adjacent to the optic nerve sheath, and relative right proptosis. Workup was positive for aquaporin-4 antibody …
Automated Mycoplasma Genitalium Molecular Macrolide Resistance Detection And Nucleic Acid Target Semi-Quantitation: Patient Demographic Considerations, Josephine Moore, Trinity Krueger, Amanda Zapp, Stephen C Lavey, Kimber L Munson, Irene A Stafford, Michael E Newcomb, Brian Mustanski, Erik Munson
Automated Mycoplasma Genitalium Molecular Macrolide Resistance Detection And Nucleic Acid Target Semi-Quantitation: Patient Demographic Considerations, Josephine Moore, Trinity Krueger, Amanda Zapp, Stephen C Lavey, Kimber L Munson, Irene A Stafford, Michael E Newcomb, Brian Mustanski, Erik Munson
Faculty, Staff and Student Publications
Recent work has optimized parameters of a real-time reverse transcriptase PCR-based laboratory-developed test on the Panther Fusion system which detects Mycoplasma genitalium-specific macrolide resistance-associated mutations LDT (MRM-LDT) from primary swab and urine specimens. In this study, MRM-LDT was applied to a large multi-demographic study set to further characterize M. genitalium resistance in the United States. A total of 2,145 primary clinical specimens testing positive for M. genitalium 16S rRNA by transcription-mediated amplification (TMA) were initially titered by the same assay using serial 10-fold dilutions to determine relative target nucleic acid burden. Specimens were then processed for MRM-LDT. Findings were stratified …
Evolving Hemodynamics In Fontan Circulation: Age-Driven Insights In Patients With Interrupted Inferior Vena Cava And Hepatoazygos Shunt, Vikas Kannojiya, Akshita Sahni, Emily Eickhoff, Neha Zacharia, Nicole St Clair, Noah Schulz, Peter E Hammer, Pedro J Del Nido, Rahul H Rathod, David M Hoganson, Vijay Govindarajan
Evolving Hemodynamics In Fontan Circulation: Age-Driven Insights In Patients With Interrupted Inferior Vena Cava And Hepatoazygos Shunt, Vikas Kannojiya, Akshita Sahni, Emily Eickhoff, Neha Zacharia, Nicole St Clair, Noah Schulz, Peter E Hammer, Pedro J Del Nido, Rahul H Rathod, David M Hoganson, Vijay Govindarajan
Faculty, Staff and Student Publications
Patients with interrupted inferior vena cava (I-IVC) and azygos continuation who undergo Fontan completion via hepatoazygos shunting exhibit unique hemodynamic challenges. This study evaluates age-related shifts in systemic venous return dominance, hepatic flow distribution (HFD), power loss (PL), and flow disturbances using patient-specific computational fluid dynamics (CFD). Data analysis from 95 patients with I-IVC showed a nonlinear shift in upper-to-lower body systemic flow dominance with ratios of 2, 1, and 0.5 (correlating to ages ∼3, ∼10, and ∼20, respectively). CFD simulations for 17 selected patients revealed a trend of increasing HFD toward the right pulmonary artery, with median splits of …
Prevalence, Treatment Patterns, Burden, And Factors Related To Treatment Failure With Sodium-Glucose Cotransporter 2 Inhibitor In Adults With Type 2 Diabetes In The United States, Xi Tan, Yiwen Cao, Yan Wang, Joanna Boland, Mico Guevarra, Lin Xie, Yan Song, Min Ji Kwak
Prevalence, Treatment Patterns, Burden, And Factors Related To Treatment Failure With Sodium-Glucose Cotransporter 2 Inhibitor In Adults With Type 2 Diabetes In The United States, Xi Tan, Yiwen Cao, Yan Wang, Joanna Boland, Mico Guevarra, Lin Xie, Yan Song, Min Ji Kwak
Faculty, Staff and Student Publications
Aims: To evaluate treatment failure of sodium-glucose cotransporter 2 inhibitors (SGLT2i) among adults with type 2 diabetes (T2D) and assess associated risk factors and clinical and economic outcomes in the real-world setting.
Methods: Adults with T2D who initiated SGLT2i were selected from the Komodo's Healthcare Map, an administrative claims database (2016-2024). Treatment failure was defined as discontinuation, add-on/switching, or uncontrolled glycated hemoglobin (HbA1c) without action. Risk factors, treatment patterns, and clinical and economic burden were assessed.
Results: Among 237,295 eligible adults, the overall rate of treatment failure with SGLT2i was 77.3 %, with a median time to failure of 9.14 …
Empirical Tuberculosis Treatment In Human Immunodeficiency Virus (Hiv)-Associated Fever Of Unknown Origin: A Case-Based Rationale, Matthew Antonioli, Samantha H Antonioli, Gabriel M Aisenberg
Empirical Tuberculosis Treatment In Human Immunodeficiency Virus (Hiv)-Associated Fever Of Unknown Origin: A Case-Based Rationale, Matthew Antonioli, Samantha H Antonioli, Gabriel M Aisenberg
Faculty, Staff and Student Publications
Fever of unknown origin (FUO) in people living with human immunodeficiency virus (PLHIV) is clinically defined as recurrent fever lasting more than four weeks in the outpatient setting or more than three days during hospitalization, despite a thorough diagnostic evaluation. This evaluation typically includes a comprehensive medical history, physical examination, imaging studies (such as chest radiography), and an extensive range of laboratory tests, including complete blood counts, blood and urine cultures, and metabolic panels. Among the many possible causes, tuberculosis (TB) stands out as a leading concern, given its disproportionate burden in PLHIV. However, whether to initiate empirical anti-tubercular therapy …
Ten Practical Tips For A Successful Presentation At An Infectious Disease Clinical Case Conference, Takahiro Matsuo, Pablo C Okhuysen, Ben J Barnett
Ten Practical Tips For A Successful Presentation At An Infectious Disease Clinical Case Conference, Takahiro Matsuo, Pablo C Okhuysen, Ben J Barnett
Faculty, Staff and Student Publications
This mini-review provides 10 practical tips for infectious disease trainees presenting at clinical case conferences. These tips, grounded in principles from education theory, aim to enhance the effectiveness of case presentations.
An Ectopic Pancreatic Mass Inducing Gastric Outlet Obstruction, Rohan Ahuja, Samir Mehta, Nakia Armendariz, Jimmy Q Pham, Madhav Desai
An Ectopic Pancreatic Mass Inducing Gastric Outlet Obstruction, Rohan Ahuja, Samir Mehta, Nakia Armendariz, Jimmy Q Pham, Madhav Desai
Faculty, Staff and Student Publications
Gastric outlet obstruction (GOO) is a clinical diagnosis characterized by early satiety, abdominal pain, post-prandial vomiting, and weight loss. Here, we present a rare case of an ectopic pancreatic cyst inducing GOO, highlighting the importance of a thorough diagnostic workup. A 40-year-old man with no prior medical or surgical history presented with a six-month history of intermittent epigastric pain, nausea, and vomiting with an inability to tolerate oral intake for a week. CT of the abdomen and pelvis revealed a 4.5 × 3.0 × 2.9 cm, well-circumscribed, peripherally enhancing cystic lesion in the distal pylorus. Initial esophagogastroduodenoscopy (EGD) revealed an …
Exploring Differential Impacts Of A Parent Intervention On Reading And Toy Play Across Ethnic And Linguistic Groups, Sarah Surrain, Susan H. Landry, Tricia A. Zucker, Yoonkyung Ch
Exploring Differential Impacts Of A Parent Intervention On Reading And Toy Play Across Ethnic And Linguistic Groups, Sarah Surrain, Susan H. Landry, Tricia A. Zucker, Yoonkyung Ch
Faculty, Staff and Student Publications
The ways that parents respond to their children’s initiations and guide their learning are associated with subsequent language development. Responsive parenting interventions have shown positive impacts on parent behaviors and child outcomes. However, less is known about how intervention effects vary for families from different linguistic and ethnic backgrounds. This secondary analysis of a randomized controlled trial of Play and Learning Strategies examines the effect of the intervention for three subgroups: Spanish-dominant Latine families (n = 142), English-dominant Latine families (n = 112), and non-Latine families (n = 137). Parents of preschool-aged children (M age = …
Chronic Pain Is Associated With Greater Brain Entropy In The Prefrontal Cortex, Gianpaolo Del Mauro, Yiran Li, Jiaao Yu, Peter Kochunov, Landrew Samuel Sevel, Jeff Boissoneault, Shuo Chen, Ze Wang
Chronic Pain Is Associated With Greater Brain Entropy In The Prefrontal Cortex, Gianpaolo Del Mauro, Yiran Li, Jiaao Yu, Peter Kochunov, Landrew Samuel Sevel, Jeff Boissoneault, Shuo Chen, Ze Wang
Faculty, Staff and Student Publications
Chronic pain is a debilitating clinical condition and a severe public health issue that demands to be addressed. Neuroimaging-based techniques have been widely adopted to investigate the neural underpinnings of chronic pain. Despite the efforts the complex nature of pain experience as well as the heterogeneity of chronic pain have made the identification of neuroimaging-based biomarkers extremely challenging. In this study, resting-state fMRI-based brain entropy, a measure reflecting the "irregularity" of brain activity, was adopted as a biomarker of chronic pain by comparing individuals with chronic pain and healthy controls in a sample of middle-to-old-age participants (n > 30,000) drawn from …
Long-Term Cytoreduction Outcomes With Or Without Heated Intraperitoneal Chemotherapy For Colorectal Peritoneal Metastases, Michael G White, Paula Marincola Smith, Neal Bhutiani, Beth Helmink, Norman Galbraith, Scott Kopetz, Michael Overman, Paul Mansfield, Keith Fournier, Abhineet Uppal
Long-Term Cytoreduction Outcomes With Or Without Heated Intraperitoneal Chemotherapy For Colorectal Peritoneal Metastases, Michael G White, Paula Marincola Smith, Neal Bhutiani, Beth Helmink, Norman Galbraith, Scott Kopetz, Michael Overman, Paul Mansfield, Keith Fournier, Abhineet Uppal
Faculty, Staff and Student Publications
Background: Patients with peritoneal metastases from colorectal adenocarcinoma (CRC) benefit from cytoreductive surgery (CRS). However, the role of heated intraperitoneal chemotherapy (HIPEC) remains unclear. We studied associations between HIPEC, peritoneal disease-free survival (PDFS), and overall survival (OS) in patients with CRC undergoing CRS.
Study design: All patients with CRC undergoing CRS between 2008 and 2023 were retrospectively identified at our center. Patient clinicodemographic factors were determined by chart review. OS and PDFS were evaluated using the Kaplan-Meier method. Associations between clinical factors and survival were determined using Cox proportional hazard models.
Results: A total of 147 patients were identified with …
Practical Considerations For Using The Tite-Boin Design To Handle Late-Onset Toxicity Or Fast Accrual In Phase I Trials, Kai Chen, Ting-Yu Chen, Yiming Zhang, Ruitao Lin, Ying Yuan
Practical Considerations For Using The Tite-Boin Design To Handle Late-Onset Toxicity Or Fast Accrual In Phase I Trials, Kai Chen, Ting-Yu Chen, Yiming Zhang, Ruitao Lin, Ying Yuan
Faculty, Staff and Student Publications
Conducting phase I trials is particularly challenging when dealing with late-onset dose-limiting toxicity (DLT) or when patient accrual is rapid relative to the DLT assessment window. In such cases, a new cohort may be ready for enrollment before the DLT assessments are complete for the current cohort, complicating dose assignment decisions. The time-to-event Bayesian optimal interval (TITE-BOIN) design was developed to address this issue by enabling real-time dose assignment for new cohorts, even when some enrolled patients' DLT data are still pending. This design has been increasingly adopted in practice. Upon reviewing trial protocols utilizing TITE-BOIN, we observed considerable variation …
Outcomes And Toxicity Following 3 Or More Definitive Courses Of Thoracic Radiation Therapy For Non-Small Cell Lung Cancer, Abigael Odwuor, Percy Lee, Joe Y Chang, Saumil Gandhi, Zhongxing Liao, Steven H Lin, Aileen Chen, Quynh-Nhu Nguyen, Michael S O'Reilly, Stephen G Chun, Julianna Bronk, David Qian, Matthew S Ning
Outcomes And Toxicity Following 3 Or More Definitive Courses Of Thoracic Radiation Therapy For Non-Small Cell Lung Cancer, Abigael Odwuor, Percy Lee, Joe Y Chang, Saumil Gandhi, Zhongxing Liao, Steven H Lin, Aileen Chen, Quynh-Nhu Nguyen, Michael S O'Reilly, Stephen G Chun, Julianna Bronk, David Qian, Matthew S Ning
Faculty, Staff and Student Publications
Purpose: Salvage re-irradiation is increasingly utilized to manage non-small cell lung cancer (NSCLC) locoregional recurrence or new lung primaries in previously treated areas. There is sparse information on efficacy and toxicity profile. We report a large experience of patients treated with multiple courses of definitive radiation for new and recurrent NSCLC.
Methods and materials: Medical records of patients who underwent ≥ 3 definitive thoracic radiation therapy (RT) courses for new or recurrent NSCLC at our cancer center from 2012 through 2021 were retrospectively reviewed following institutional review board approval. Toxicity was graded per Common Terminology Criteria for Adverse Events (CTCAE) …
Oatp1b1/1b3 Deficiency Exacerbates Hyperbilirubinemia In Erythropoietic Protoporphyria, Ruizhi Gu, Fu-Ying Qin, Luxuan Wang, Jiaojiao Zhang, Jacob Emerson, Qing Ma, Jie Lu, Karl E Anderson, Junmei Wang, Xiaochao Ma
Oatp1b1/1b3 Deficiency Exacerbates Hyperbilirubinemia In Erythropoietic Protoporphyria, Ruizhi Gu, Fu-Ying Qin, Luxuan Wang, Jiaojiao Zhang, Jacob Emerson, Qing Ma, Jie Lu, Karl E Anderson, Junmei Wang, Xiaochao Ma
Faculty, Staff and Student Publications
Erythropoietic protoporphyria (EPP) is caused by loss-of-function mutations in ferrochelatase (FECH), leading to the accumulation of its substrate, protoporphyrin IX (PPIX). PPIX is primarily produced in the bone marrow and transported to the liver for excretion. Because PPIX is hydrophobic, its elevated levels can cause bile duct blockage, cholestatic liver injury, and even liver failure. However, the specific transporter responsible for PPIX uptake into hepatocytes remains unclear. The OATP1B1/1B3 transporters, which are expressed in hepatocytes, facilitate the uptake of coproporphyrin III, a structural analog of PPIX. Additionally, OATP1B1/1B3 mediates the uptake of bilirubin, a biomarker of liver injury, from plasma …
Incomplete Toxicity Reporting And Use Of Toxicity-Minimizing Language In Phase Iii Oncology Trials, Avital M Miller, Adina H Passy, Alexander D Sherry, Ramez Kouzy, Joseph Abi Jaoude, Timothy A Lin, Gabrielle S Kupferman, Esther J Beck, Pavlos Msaouel, Ethan B Ludmir
Incomplete Toxicity Reporting And Use Of Toxicity-Minimizing Language In Phase Iii Oncology Trials, Avital M Miller, Adina H Passy, Alexander D Sherry, Ramez Kouzy, Joseph Abi Jaoude, Timothy A Lin, Gabrielle S Kupferman, Esther J Beck, Pavlos Msaouel, Ethan B Ludmir
Faculty, Staff and Student Publications
Purpose: This study aimed to determine complete toxicity reporting (CTR), and the use of subjective toxicity-minimizing language (TML) among phase III oncology trials.
Methods: Two-arm superiority-design phase III oncology trials published from 2002 to 2020 were reviewed for toxicity data. CTR was defined as reporting total adverse events (TAEs), total serious adverse events (SAEs), total deaths, and study therapy discontinuations because of toxicity. Guideline concordance was defined according to guidelines published in the BMJ (defined as reporting total SAEs, total deaths, and study therapy discontinuations because of toxicity). TML was defined as a set of terms that subjectively downplay the …
Bridging Cell Morphological Behaviors And Molecular Dynamics In Multi-Modal Spatial Omics With Morphlink, Jing Huang, Chenyang Yuan, Jiahui Jiang, Jianfeng Chen, Sunil S Badve, Yesim Gokmen-Polar, Rossana L Segura, Xinmiao Yan, Alexander Lazar, Jianjun Gao, Bing Yao, Michael Epstein, Linghua Wang, Jian Hu
Bridging Cell Morphological Behaviors And Molecular Dynamics In Multi-Modal Spatial Omics With Morphlink, Jing Huang, Chenyang Yuan, Jiahui Jiang, Jianfeng Chen, Sunil S Badve, Yesim Gokmen-Polar, Rossana L Segura, Xinmiao Yan, Alexander Lazar, Jianjun Gao, Bing Yao, Michael Epstein, Linghua Wang, Jian Hu
Faculty, Staff and Student Publications
Multi-modal spatial omics data are invaluable for exploring complex cellular behaviors in diseases from both morphological and molecular perspectives. Current analytical methods primarily focus on clustering and classification, and do not adequately examine the relationship between cell morphology and molecular dynamics. Here, we present MorphLink, a framework designed to systematically identify disease-related morphological-molecular interplays. MorphLink has been evaluated across a wide array of datasets, showcasing its effectiveness in extracting and linking interpretable morphological features with various molecular measurements in spatial omics analyses. These linkages provide a transparent view of cellular behavior heterogeneity within tissue regions with similar cell type compositions, …
Heat Shock Induces Alternative Polyadenylation Through Dynamic Dna Methylation And Chromatin Looping, Emily E Fink, Yi Zhang, Briana Santo, Anwita Siddavatam, Rosie Ou, Vishal Nanavaty, Byron H Lee, Angela H Ting
Heat Shock Induces Alternative Polyadenylation Through Dynamic Dna Methylation And Chromatin Looping, Emily E Fink, Yi Zhang, Briana Santo, Anwita Siddavatam, Rosie Ou, Vishal Nanavaty, Byron H Lee, Angela H Ting
Faculty, Staff and Student Publications
Alternative cleavage and polyadenylation (APA) is a gene regulatory mechanism used by cells under stress to upregulate proteostasis-promoting transcripts, but how cells achieve this remains poorly understood. Previously, we elucidated a DNA methylation-regulated APA mechanism, in which gene body DNA methylation enhances distal poly(A) isoform expression by blocking CCCTC-binding factor (CTCF) binding and chromatin loop formation at APA control regions. We hypothesized that DNA methylation-regulated APA is one mechanism cells employ to induce proteostasis-promoting poly(A) isoforms. At the DNAJB6 cochaperone locus, acute heat shock resulted in binding of stress response transcription factors heat shock factor 1, ATF6, and YY1 at …
Renal G Protein-Coupled Estrogen Receptor 1 Regulates The Epithelial Sodium Channel Promoting Natriuresis To A Greater Extent In Females, Victoria L Nasci, Jean C Bopassa, Elena Mironova, Megan Rhoads, Ravneet Singh, Dennis P Buehler, David M Pollock, Oleh M Pochynyuk, James D Stockand, Eman Y Gohar
Renal G Protein-Coupled Estrogen Receptor 1 Regulates The Epithelial Sodium Channel Promoting Natriuresis To A Greater Extent In Females, Victoria L Nasci, Jean C Bopassa, Elena Mironova, Megan Rhoads, Ravneet Singh, Dennis P Buehler, David M Pollock, Oleh M Pochynyuk, James D Stockand, Eman Y Gohar
Faculty, Staff and Student Publications
Hypertension prevalence is lower in women than men. Enhanced renal sodium (Na+) handling in females has been implicated in sex-differences in hypertension. Epithelial Na+ channel (ENaC) is a key contributor to Na+ homeostasis and is regulated by estrogen. Recent evidence suggests G protein-coupled estrogen receptor 1 (GPER1) evokes a female-specific natriuresis that involves endothelin-1 (ET-1). ET-1 has been shown to downregulate ENaC activity, but whether GPER1 regulates ENaC to modulate natriuresis is unknown. We tested the hypothesis that renal GPER1 functionally interacts with ENaC to promote natriuresis in a sex-specific manner. RNAscope confirmed co-expression of GPER1 and ENaC in rat …
Myh11 Rare Variant Augments Aortic Growth And Induces Cardiac Hypertrophy And Heart Failure With Pressure Overload, Zhen Zhou, Kgosi Hughes, Nisha Saif, Hyoseon Kim, Michael P Massett, Mingjie Zheng, Alana C Cecchi, Dongchuan Guo, David R Murdock, Ping Pan, Jelita S Clinton, Jun Wang, John M Greally, Dianna M Milewicz
Myh11 Rare Variant Augments Aortic Growth And Induces Cardiac Hypertrophy And Heart Failure With Pressure Overload, Zhen Zhou, Kgosi Hughes, Nisha Saif, Hyoseon Kim, Michael P Massett, Mingjie Zheng, Alana C Cecchi, Dongchuan Guo, David R Murdock, Ping Pan, Jelita S Clinton, Jun Wang, John M Greally, Dianna M Milewicz
Faculty, Staff and Student Publications
Smooth muscle cell-specific myosin heavy chain, encoded by MYH11, is selectively expressed in smooth muscle cells (SMCs). Pathogenic variants in MYH11 predispose to a number of disorders, including heritable thoracic aortic disease associated with patent ductus arteriosus, visceral myopathy, and megacystis-microcolon-intestinal hypoperistalsis syndrome. Rare variants of uncertain significance occur throughout the gene, including MYH11 p.Glu1892Asp, and we sought to determine if this variant causes thoracic aortic disease in mice. Genomic editing was used to generate Myh11E1892D/E1892D mice. Wild-type (WT) and mutant mice underwent cardiovascular phenotyping with and without transverse aortic constriction (TAC). Myh11E1892D/E1892D and WT mice displayed …
I2moe: Interpretable Multimodal Interaction-Aware Mixture-Of-Experts, Jiayi Xin, Sukwon Yun, Jie Peng, Inyoung Choi, Jenna L Ballard, Tianlong Chen, Qi Long
I2moe: Interpretable Multimodal Interaction-Aware Mixture-Of-Experts, Jiayi Xin, Sukwon Yun, Jie Peng, Inyoung Choi, Jenna L Ballard, Tianlong Chen, Qi Long
Faculty, Staff and Student Publications
Modality fusion is a cornerstone of multimodal learning, enabling information integration from diverse data sources. However, vanilla fusion methods are limited by
Restoring Calibration For Aligned Large Language Models: A Calibration-Aware Fine-Tuning Approach, Jiancong Xiao, Bojian Hou, Zhanliang Wang, Ruochen Jin, Qi Long, Weijie J Su, Li Shen
Restoring Calibration For Aligned Large Language Models: A Calibration-Aware Fine-Tuning Approach, Jiancong Xiao, Bojian Hou, Zhanliang Wang, Ruochen Jin, Qi Long, Weijie J Su, Li Shen
Faculty, Staff and Student Publications
One of the key technologies for the success of Large Language Models (LLMs) is preference alignment. However, a notable side effect of preference alignment is poor calibration: while the pre-trained models are typically well-calibrated, LLMs tend to become poorly calibrated after alignment with human preferences. In this paper, we investigate why preference alignment affects calibration and how to address this issue. For the first question, we observe that the preference collapse issue in alignment undesirably generalizes to the calibration scenario, causing LLMs to exhibit overconfidence and poor calibration. To address this, we demonstrate the importance of fine-tuning with domain-specific knowledge …
It Is Time We Include Leadership Education And Experiences In Mfm Training And Lifelong Learning, Cheryl A Moyer, Timothy R B Johnson
It Is Time We Include Leadership Education And Experiences In Mfm Training And Lifelong Learning, Cheryl A Moyer, Timothy R B Johnson
Faculty, Staff and Student Publications
No abstract provided.
Federated Target Trial Emulation Using Distributed Observational Data For Treatment Effect Estimation, Haoyang Li, Chengxi Zang, Zhenxing Xu, Weishen Pan, Suraj Rajendran, Yong Chen, Fei Wang
Federated Target Trial Emulation Using Distributed Observational Data For Treatment Effect Estimation, Haoyang Li, Chengxi Zang, Zhenxing Xu, Weishen Pan, Suraj Rajendran, Yong Chen, Fei Wang
Faculty, Staff and Student Publications
Target trial emulation (TTE) aims to estimate treatment effects by simulating randomized controlled trials using real-world observational data. Applying TTE across distributed datasets shows great promise in improving generalizability and power but is always infeasible due to privacy and data-sharing constraints. Here we propose a Federated Learning-based TTE framework, FL-TTE, that enables TTE across multiple sites without sharing patient-level data. FL-TTE incorporates federated protocol design, federated inverse probability of treatment weighting, and a federated Cox proportional hazards model to estimate time-to-event outcomes across heterogeneous data. We validated FL-TTE by emulating Sepsis trials using eICU and MIMIC-IV data from 192 hospitals, …
Dynamic Few-Shot Prompting For Clinical Note Section Classification Using Lightweight, Open-Source Large Language Models, Kurt Miller, Steven Bedrick, Qiuhao Lu, Andrew Wen, William Hersh, Kirk Roberts, Hongfang Liu
Dynamic Few-Shot Prompting For Clinical Note Section Classification Using Lightweight, Open-Source Large Language Models, Kurt Miller, Steven Bedrick, Qiuhao Lu, Andrew Wen, William Hersh, Kirk Roberts, Hongfang Liu
Faculty, Staff and Student Publications
Objective: Unlocking clinical information embedded in clinical notes has been hindered to a significant degree by domain-specific and context-sensitive language. Identification of note sections and structural document elements has been shown to improve information extraction and dependent downstream clinical natural language processing (NLP) tasks and applications. This study investigates the viability of a dynamic example selection prompting method to section classification using lightweight, open-source large language models (LLMs) as a practical solution for real-world healthcare clinical NLP systems.
Materials and methods: We develop a dynamic few-shot prompting approach to classifying sections where section samples are first embedded using a transformer-based …
Cdemapper: Enhancing National Institutes Of Health Common Data Element Use With Large Language Models, Yan Wang, Jimin Huang, Huan He, Vincent Zhang, Yujia Zhou, Xubing Hao, Pritham Ram, Lingfei Qian, Qianqian Xie, Ruey-Ling Weng, Fongci Lin, Yan Hu, Licong Cui, Xiaoqian Jiang, Hua Xu, Na Hong
Cdemapper: Enhancing National Institutes Of Health Common Data Element Use With Large Language Models, Yan Wang, Jimin Huang, Huan He, Vincent Zhang, Yujia Zhou, Xubing Hao, Pritham Ram, Lingfei Qian, Qianqian Xie, Ruey-Ling Weng, Fongci Lin, Yan Hu, Licong Cui, Xiaoqian Jiang, Hua Xu, Na Hong
Faculty, Staff and Student Publications
Objective: Common Data Elements (CDEs) standardize data collection and sharing across studies, enhancing data interoperability and improving research reproducibility. However, implementing CDEs presents challenges due to the broad range and variety of data elements. This study aims to develop a CDE mapping tool to bridge the gap between local data elements and National Institutes of Health (NIH) CDEs.
Methods: We propose CDEMapper, a large language model (LLM)-powered mapping tool designed to assist in mapping local data elements to NIH CDEs. CDEMapper has 3 core modules: (1) CDE indexing and embeddings. NIH CDEs were indexed and embedded to support semantic search; …
Evaluating Large Language Model Performance To Support The Diagnosis And Management Of Patients With Primary Immune Disorders, Nicholas L Rider, Yingya Li, Aaron T Chin, Daniel V Digiacomo, Cullen Dutmer, Jocelyn R Farmer, Kirk Roberts, Guergana Savova, Mei-Sing Ong
Evaluating Large Language Model Performance To Support The Diagnosis And Management Of Patients With Primary Immune Disorders, Nicholas L Rider, Yingya Li, Aaron T Chin, Daniel V Digiacomo, Cullen Dutmer, Jocelyn R Farmer, Kirk Roberts, Guergana Savova, Mei-Sing Ong
Faculty, Staff and Student Publications
Background: Generative artificial intelligence (GAI) is transforming health care in a variety of ways; however, the present utility of GAI for supporting clinicians who treat rare disease such as primary immune disorders (PIs) is not well studied. We evaluated the ability of 6 state-of-the-art large language models (LLMs) for providing clinical guidance about PIs.
Objective: To quantitatively and qualitatively measure the utility of current, open-source LLMs for diagnosing and providing helpful clinical decision support about PIs.
Methods: Five expert clinical immunologists each provided 5 real-world, anonymized PI case vignettes via multi-turn prompting to 6 LLMs (OpenAI GPT-4o, Llama-3.1-8B-Instruct, Llama-3.1-70B-Instruct, Mistral-7B-Instruct-v0.3, …
Non-Invasive Tools For Analysis Of Plasma Membrane Protein Topology In Living Cells, Daria Savenkova, Leysan Bulatova, Vera Skripova, Ramziya Kiyamova, Mikhail Bogdanov
Non-Invasive Tools For Analysis Of Plasma Membrane Protein Topology In Living Cells, Daria Savenkova, Leysan Bulatova, Vera Skripova, Ramziya Kiyamova, Mikhail Bogdanov
Faculty, Staff and Student Publications
Membrane protein topology studies offer guidance to membrane protein structure, folding, and function, serving as a credible scaffold for designing site-directed mutagenesis and biochemical experiments, helping to identify functionally significant extracellular and intracellular regions, modeling three-dimensional structures, and building reliable mechanistic models. Membrane protein structure as a function of given lipid composition and physiological state of the cell is best probed in whole intact cells. A described simple and advanced immunofluorescence protocol applied to the transmembrane orientation of extramembrane domains permits a topology analysis of plasma membrane proteins in their native state in living unperturbed eucaryotic cells. The accessibility of …
Long Akap18 Isoforms Anchor Ubiquitin Specific Proteinases And Coordinate Calcium Reuptake At The Sarcoplasmic Reticulum, Taeyeop Park, Katherine Forbush, Yong Li, Oscar Vivas, Kacey J Rosenthal, Jerome Falcone, Cassandra J Wong, James E Bruce, Claudia Moreno, Carmen W Dessauer, John D Scott
Long Akap18 Isoforms Anchor Ubiquitin Specific Proteinases And Coordinate Calcium Reuptake At The Sarcoplasmic Reticulum, Taeyeop Park, Katherine Forbush, Yong Li, Oscar Vivas, Kacey J Rosenthal, Jerome Falcone, Cassandra J Wong, James E Bruce, Claudia Moreno, Carmen W Dessauer, John D Scott
Faculty, Staff and Student Publications
Subcellular targeting of signaling enzymes influences where and when various modes of intracellular communication operate. Macromolecular complexes of signal transduction and signal termination elements favor reversible control of repetitive processes. This includes adrenergic stimulation of excitation–contraction coupling in the heart. Long isoforms of A-kinase anchoring protein 18 (AKAP18γ and δ) modulate this process via regulation of calcium uptake into the sarcoplasmic reticulum through the Ca2+ATPase 2a (SERCA2a). AKAP18 proximity-proteomic screening in cardiomyocytes identifies networks for protein kinase A (PKA) and ubiquitin-specific proteinases (USPs). A 2′phosphoesterase domain on AKAP18 interfaces with the USP4 isoform at the Z bands of sarcomeres. PKA …
Utility Of The Us Preventive Services Task Force For Preeclampsia Risk Assessment And Aspirin Prophylaxis, Thomas F Mcelrath, Arun Jeyabalan, Arkady Khodursky, Alison B Moe, Manfred Lee, Maneesh Jain, Laura Goetzl, Elizabeth F Sutton, Pamela M Simmons, George R Saade, Antonio Saad, Luis D Pacheco, Esther Park-Hwang, Antonina I Frolova, Ebony B Carter, Ai-Ris Y Collier, Daniel G Kiefer, Vincenzo Berghella, Rupsa C Boelig, Michal A Elovitz, Cynthia Gyamfi-Bannerman, Joseph R Biggio, Kara Rood, William A Grobman, Carrie Haverty, Morten Rasmussen
Utility Of The Us Preventive Services Task Force For Preeclampsia Risk Assessment And Aspirin Prophylaxis, Thomas F Mcelrath, Arun Jeyabalan, Arkady Khodursky, Alison B Moe, Manfred Lee, Maneesh Jain, Laura Goetzl, Elizabeth F Sutton, Pamela M Simmons, George R Saade, Antonio Saad, Luis D Pacheco, Esther Park-Hwang, Antonina I Frolova, Ebony B Carter, Ai-Ris Y Collier, Daniel G Kiefer, Vincenzo Berghella, Rupsa C Boelig, Michal A Elovitz, Cynthia Gyamfi-Bannerman, Joseph R Biggio, Kara Rood, William A Grobman, Carrie Haverty, Morten Rasmussen
Faculty, Staff and Student Publications
Importance: The US Preventive Services Task Force (USPSTF) guidelines on preeclampsia risk assessment and aspirin prophylaxis (AP) have not been evaluated for clinical utility.
Objective: To evaluate which characteristics in the USPSTF guidelines identify risk status and the association of preeclampsia risk with AP recommendations.
Design, setting, and participants: This observational cohort study enrolled from July 2020 to March 2023 with data analysis performed from October to December 2024. Enrollment occurred at 11 centers throughout the US or via direct-to-participant recruitment. Pregnant participants aged 18 years or older with a singleton pregnancy less than 22 weeks' gestation were selected via …
Bayesian-Weighted Mendelian Randomization Reveals Sleep Apnea Syndrome Mediates The Bmi-Chronic Pain Link, Wenbao Shi, Jing Luo, Liu Yang, Dalin Chen, Yongqin Zhang, Jun Peng, Kurt Ruetzler, Manyun Sun, Hua Jin
Bayesian-Weighted Mendelian Randomization Reveals Sleep Apnea Syndrome Mediates The Bmi-Chronic Pain Link, Wenbao Shi, Jing Luo, Liu Yang, Dalin Chen, Yongqin Zhang, Jun Peng, Kurt Ruetzler, Manyun Sun, Hua Jin
Faculty, Staff and Student Publications
Background: Body mass index (BMI) has a complex association with a variety of chronic pain conditions, which may be influenced by sleep apnea syndrome (SAS). However, the role of SAS within the causal pathway linking BMI to chronic pain remains unconfirmed. This study explored whether and to what extent SAS serves as a mediator between BMI and chronic pain using Bayesian-weighted Mendelian randomization (BWMR) techniques.
Methods: This study utilized genome-wide association study (GWAS) summary data for BMI (N=461,460) and SAS (N=476,853; based on ICD-10 code diagnostic registries) from the IEU OpenGWAS database, along with chronic pain GWAS data (ICD-10 code-based …
Letter Of Concern From The Association Of Academic Chairs Of Emergency Medicine Regarding Acgme Proposed Changes, Richard J Hamilton, Lance B Becker, Richard E Wolfe, D Adam Algren, Thomas Arnold, Michael Baumann, Ross P Berkeley, Terrell S Caffery, Chad M Cannon, Theodore J Corbin, Michael E Chansky, Harinder S Dhindsa, Charles L Emerman, David A Farcy, Chris Fox, Michael A Gibbs, Christopher S Goode, Steven Andy Godwin, Dietrich Jehle, David Johnson, Samuel M Keim, Babak Khazaeni, Barry J Knapp, Clint Hawthorne, John D Hoyle, Michael Christopher Kurz, Evan Leibner, Robert Mcnamara, Robert F Mccormack, Edward A Michelson, Chadwick Miller, Ashley Norse, Andrew Nugent, Brian J O'Neil, David T Overton, Edward A Panacek, William F Paolo, Denis R Pauzé, Amanda L Perez, Ralph J Riviello, Scott W Rodi, Peter S Pang, Juan A Gonzalez Sanchez, David Seaberg, Adam Schwartz, Stephen A Shiver, David P Sklar, Ben C Smith, Jeffrey R Stowell, Marc D Squillante, J Jeremy Thomas, Terry Vanden Hoek, Gregory A Volturo, E Lea Walters, Thomas E Wyatt, Donald M Yealy
Letter Of Concern From The Association Of Academic Chairs Of Emergency Medicine Regarding Acgme Proposed Changes, Richard J Hamilton, Lance B Becker, Richard E Wolfe, D Adam Algren, Thomas Arnold, Michael Baumann, Ross P Berkeley, Terrell S Caffery, Chad M Cannon, Theodore J Corbin, Michael E Chansky, Harinder S Dhindsa, Charles L Emerman, David A Farcy, Chris Fox, Michael A Gibbs, Christopher S Goode, Steven Andy Godwin, Dietrich Jehle, David Johnson, Samuel M Keim, Babak Khazaeni, Barry J Knapp, Clint Hawthorne, John D Hoyle, Michael Christopher Kurz, Evan Leibner, Robert Mcnamara, Robert F Mccormack, Edward A Michelson, Chadwick Miller, Ashley Norse, Andrew Nugent, Brian J O'Neil, David T Overton, Edward A Panacek, William F Paolo, Denis R Pauzé, Amanda L Perez, Ralph J Riviello, Scott W Rodi, Peter S Pang, Juan A Gonzalez Sanchez, David Seaberg, Adam Schwartz, Stephen A Shiver, David P Sklar, Ben C Smith, Jeffrey R Stowell, Marc D Squillante, J Jeremy Thomas, Terry Vanden Hoek, Gregory A Volturo, E Lea Walters, Thomas E Wyatt, Donald M Yealy
Faculty, Staff and Student Publications
This letter, signed by over 50 academic chairs of emergency medicine, urges the ACGME to reconsider a proposed mandate requiring all emergency medicine residency programs to adopt a four-year training model. The authors argue that current three-year programs are supported by data demonstrating equivalent educational and clinical outcomes compared to four-year formats. They criticize the flawed survey methodology underpinning the proposal, note the loss of milestone-based training flexibility, and highlight the lack of added scholarly or clinical value in the fourth year. The letter also outlines negative consequences for fellowship participation, workforce development, trainee debt, and diversity. The signatories advocate …