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Knowledge Distillation And Dataset Distillation Of Large Language Models: Emerging Trends, Challenges, And Future Directions, Luyang Fang, Xiaowei Yu, Jiazhang Cai, Yongkai Chen, Shushan Wu, Zhengliang Liu, Zhenyuan Yang, Haoran Lu, Xilin Gong, Yufang Liu, Terry Ma, Wei Ruan, Ali Abbasi, Jing Zhang, Tao Wang, Ehsan Latif, Wei Liu, Wei Zhang, Soheil Kolouri, Xiaoming Zhai, Dajiang Zhu, Wenxuan Zhong, Tianming Liu, Ping Ma Jan 2026

Knowledge Distillation And Dataset Distillation Of Large Language Models: Emerging Trends, Challenges, And Future Directions, Luyang Fang, Xiaowei Yu, Jiazhang Cai, Yongkai Chen, Shushan Wu, Zhengliang Liu, Zhenyuan Yang, Haoran Lu, Xilin Gong, Yufang Liu, Terry Ma, Wei Ruan, Ali Abbasi, Jing Zhang, Tao Wang, Ehsan Latif, Wei Liu, Wei Zhang, Soheil Kolouri, Xiaoming Zhai, Dajiang Zhu, Wenxuan Zhong, Tianming Liu, Ping Ma

Faculty, Staff and Student Publications

The exponential growth of Large Language Models (LLMs) continues to highlight the need for efficient strategies to meet ever-expanding computational and data demands. This survey provides a comprehensive analysis of two complementary paradigms: Knowledge Distillation (KD) and Dataset Distillation (DD), both aimed at compressing LLMs while preserving their advanced reasoning capabilities and linguistic diversity. We first examine key methodologies in KD, such as task-specific alignment, rationale-based training, and multi-teacher frameworks, alongside DD techniques that synthesize compact, high-impact datasets through optimization-based gradient matching, latent space regularization, and generative synthesis. Building on these foundations, we explore how integrating KD and DD can …


Blood Flow Regulates Metabolism In Hematopoietic Development, Pamela L Wenzel Jan 2026

Blood Flow Regulates Metabolism In Hematopoietic Development, Pamela L Wenzel

Faculty, Staff and Student Publications

Blood flow modifies oxygen availability and biomechanical forces within the vasculature of the embryo as the hematopoietic system develops. The aorta-gonad-mesonephros (AGM) envelops the largest artery in the body and is a critical site for the emergence of hematopoietic stem cells (HSCs). Herein, I discuss the role of hypoxia-inducible factors (HIFs) and force as determinants of metabolism and fate determination. To address the effects of blood flow on hematopoietic development, I employ mouse embryo models and biomimetic culture. Real-time cell metabolic analyses show that oxygen consumption rates (OCR) and extracellular acidification rates (ECAR) are altered by flow in cultures of …


Intratumoral Bacteria Are Immunosuppressive And Promote Immunotherapy Resistance In Head And Neck Squamous Cell Carcinoma, Natalie L Silver, Jin Dai, Travis D Kerr, Jessica Altemus, Rekha Garg, Hannah Simmons, Tyler Alban, Laura Noel-Romas, Vladimir Makarov, David J H Shih, Shwetha V Kumar, Akeem Santos, Rehan Akbani, Adam Burgener, Mohammed Dwidar, Neil Gross, Andrew G Sikora, Elias J Sayour, Apollo Stacy, Christian Jobin, Timothy A Chan, Renata Ferrarotto, Daniel J Mcgrail Jan 2026

Intratumoral Bacteria Are Immunosuppressive And Promote Immunotherapy Resistance In Head And Neck Squamous Cell Carcinoma, Natalie L Silver, Jin Dai, Travis D Kerr, Jessica Altemus, Rekha Garg, Hannah Simmons, Tyler Alban, Laura Noel-Romas, Vladimir Makarov, David J H Shih, Shwetha V Kumar, Akeem Santos, Rehan Akbani, Adam Burgener, Mohammed Dwidar, Neil Gross, Andrew G Sikora, Elias J Sayour, Apollo Stacy, Christian Jobin, Timothy A Chan, Renata Ferrarotto, Daniel J Mcgrail

Faculty, Staff and Student Publications

Despite the promise of immune checkpoint blockade (ICB) in head and neck squamous cell carcinoma (HNSCC), mediators of response are poorly understood. To address this, here we analyzed oropharyngeal HNSCCs treated with neoadjuvant durvalumab (anti-PDL1) alone or in combination with tremelimumab (anti-CTLA4) from the CIAO clinical trial ( NCT03144778 ). We found that only the total abundance of intratumoral bacteria predicted ICB response, which was validated in multiple independent cohorts. High intratumoral bacteria abundance was associated with an immunosuppressive tumor microenvironment, characterized by an accumulation of neutrophils coupled with depletion of T cells and other adaptive immune cells. Experimental elevation …


The Effects Of Measurement Errors On Minimum Ablative Margins After Thermal Ablation Of Liver Tumors: A Simulation Study, Iwan Paolucci, Jessica Albuquerque, Noreen S Siddiqi, A Kyle Jones, Kristy K Brock, Bruno C Odisio Jan 2026

The Effects Of Measurement Errors On Minimum Ablative Margins After Thermal Ablation Of Liver Tumors: A Simulation Study, Iwan Paolucci, Jessica Albuquerque, Noreen S Siddiqi, A Kyle Jones, Kristy K Brock, Bruno C Odisio

Faculty, Staff and Student Publications

Purpose: To develop a mathematical framework to estimate the in silico A0 threshold based on the technical specifications of a specific ablation confirmation software package for thermal ablation of liver tumors that can then be used to identify the impact of different sources of error.

Methods: To estimate in silico A0 thresholds, we developed a simulation framework incorporating technical parameters and biological effects. Technical parameters were segmentation error, registration error, and slice thickness, and biological effects were tissue shrinkage and microscopic satellite lesions; these parameters and effects were all modeled using statistical distributions. For each permutation of parameters, a logistic …


Association Between Three-Dimensional Margin Assessment And Local Tumor Control In Percutaneous Lung Cryoablation Of Colorectal Metastases, Frank Mohn, Koustav Pal, Caleb O'Connor, Iwan Paolucci, Austin Castelo, Kamran Ahrar, Steven Yevich, Joshua D Kuban, Bruno C Odisio, Alda Lui Tam, Rahul A Sheth, Kristy K Brock Jan 2026

Association Between Three-Dimensional Margin Assessment And Local Tumor Control In Percutaneous Lung Cryoablation Of Colorectal Metastases, Frank Mohn, Koustav Pal, Caleb O'Connor, Iwan Paolucci, Austin Castelo, Kamran Ahrar, Steven Yevich, Joshua D Kuban, Bruno C Odisio, Alda Lui Tam, Rahul A Sheth, Kristy K Brock

Faculty, Staff and Student Publications

Purpose

To evaluate the association of two minimum ablation margin (MAM) estimation methods: manual three-dimensional segmentation and biomechanical deformable image registration (DIR) with local tumor progression-free survival (LTPFS) after percutaneous lung cryoablation of colorectal pulmonary metastases.

Materials and Methods

This retrospective single-institution study included patients who underwent percutaneous lung cryoablation between May 2012 and March 2023 (median follow-up, 3.6 years; range, 0.8–9.6 years). Manual three-dimensional MAM was calculated for all tumors, and DIR-based MAM was estimated in a subset with intraprocedural full-thorax imaging. Cox proportional hazards regression assessed associations between MAM and LTPFS. The primary outcome was 2-year LTPFS, with …


Dosimetric Effect Of Abdominal Compression In Online Adaptive Planning For Abdominal Cancers Treated With A 15 Tesla Magnetic Resonance-Guided Linear Accelerator, Moghadaseh Khaleghibizaki, Angela Sobremonte, Luis Perles, Surendra Prajapati, Ergys Subashi, Yao Ding, Kristy Brock, Roya Barati, Eugene Koay, Chad Tang, Jinzhong Yang Jan 2026

Dosimetric Effect Of Abdominal Compression In Online Adaptive Planning For Abdominal Cancers Treated With A 15 Tesla Magnetic Resonance-Guided Linear Accelerator, Moghadaseh Khaleghibizaki, Angela Sobremonte, Luis Perles, Surendra Prajapati, Ergys Subashi, Yao Ding, Kristy Brock, Roya Barati, Eugene Koay, Chad Tang, Jinzhong Yang

Faculty, Staff and Student Publications

Compression belts (CBs) are sometimes used to reduce respiratory motion during stereotactic body radiotherapy of abdominal cancers with magnetic resonance (MR)-guided online adaptive planning. This study evaluated the dosimetric effects of overriding the relative electron density (ED) value of CBs in creating synthetic computed tomography (CT) scans for MR-guided adaptive planning. We evaluated plans for 12 patients with abdominal cancer and identified that ED values between 0.2 and 0.3 achieved the best approximation of CB ED in dose calculation. Our study presented an approach to estimate appropriate ED overrides for CBs in MR-guided online adaptive planning.


Outcomes Of Patients With Melanoma Brain Metastases Treated With Ipilimumab And Nivolumab With Or Without Upfront Comprehensive Stereotactic Radiosurgery, Troy J Kleber, Denái R Milton, Subhiksha Srinivasan, Bikash Panthi, Warren Floyd, Eric A Goethe, Michael A Davies, Hussein A Tawbi, Isabella C Glitza Oliva, Diana Kaya, Jing Li, Todd A Swanson, Subha Perni, Martin C Tom, Chenyang Wang, Sujit Prabhu, Jeffrey S Weinberg, Ian E Mccutcheon, Caroline Chung, Sherise D Ferguson, Thomas H Beckham Jan 2026

Outcomes Of Patients With Melanoma Brain Metastases Treated With Ipilimumab And Nivolumab With Or Without Upfront Comprehensive Stereotactic Radiosurgery, Troy J Kleber, Denái R Milton, Subhiksha Srinivasan, Bikash Panthi, Warren Floyd, Eric A Goethe, Michael A Davies, Hussein A Tawbi, Isabella C Glitza Oliva, Diana Kaya, Jing Li, Todd A Swanson, Subha Perni, Martin C Tom, Chenyang Wang, Sujit Prabhu, Jeffrey S Weinberg, Ian E Mccutcheon, Caroline Chung, Sherise D Ferguson, Thomas H Beckham

Faculty, Staff and Student Publications

Background: The efficacy of ipilimumab and nivolumab (ipi/nivo) for melanoma brain metastases (MBMs) has been previously reported, leading to uncertainty regarding the optimal role of comprehensive stereotactic radiosurgery (cSRS). We therefore conducted a single-institution retrospective study to compare outcomes of upfront versus deferred cSRS for MBM treated with ipi/nivo.

Methods: We identified patients who started ipi/nivo for newly diagnosed MBMs between 2018 and 2023, with or without upfront cSRS. Patients with >15 MBMs, leptomeningeal disease, or whole-brain radiotherapy at baseline were excluded. Outcomes were compared using multivariable regression and reported as adjusted hazard ratios (aHRs) with 95% CIs.

Results: Of …


Reply To: Late Nonrelapse Mortality: A Hidden Risk In Triplet Therapy For Idh-Mutated Aml?, Jennifer Marvin-Peek, Courtney D Dinardo Jan 2026

Reply To: Late Nonrelapse Mortality: A Hidden Risk In Triplet Therapy For Idh-Mutated Aml?, Jennifer Marvin-Peek, Courtney D Dinardo

Faculty, Staff and Student Publications

No abstract provided.


A Gut-Activated Nhr-86-Cyp Pathway Mediates The Neuroprotective Effects Of Enterococcus Faecium Probiotics In A Nematode Model Of Amyotrophic Lateral Sclerosis, Yu Sang, Jie Ren, Alejandro Aballay Jan 2026

A Gut-Activated Nhr-86-Cyp Pathway Mediates The Neuroprotective Effects Of Enterococcus Faecium Probiotics In A Nematode Model Of Amyotrophic Lateral Sclerosis, Yu Sang, Jie Ren, Alejandro Aballay

Faculty, Staff and Student Publications

Neurodegenerative diseases are often associated with oxidative stress, and while probiotics may influence neuronal health, the underlying mechanisms remain poorly understood. Using the sod-1 A4VM amyotrophic lateral sclerosis (ALS) model in Caenorhabditis elegans, we investigated the protective effects of the probiotic Enterococcus faecium against oxidative stress-induced neurodegeneration. Animals fed E. faecium showed reduced motor neuron degeneration under oxidative stress compared to those maintained on a standard Escherichia coli diet. Transcriptome analysis revealed a significant enrichment of oxidoreductase genes, including cytochrome P450 (cyp) genes. RNAi-mediated knockdown of cyp genes impaired E. faecium-mediated neuroprotection, and this loss correlated with increased reactive oxygen …


Guadecitabine Improved Relapse-Free Survival In High-Risk Acute Myeloid Leukemia And Myelodysplastic Syndrome Patients After Transplant: Phase Ii Results From A Single Center, Betül Oran, Peter Thall, Amin Alousi, Gheath Al-Atrash, Rohtesh Mehta, David Marin, Partow Kebriaei, Uday Popat, Roland Bassett, Qaiser Bashir, Jin Im, Amanda Olson, Jessica Jewell, Portia Smallbone, Elizabeth Shpall, Richard Champlin Jan 2026

Guadecitabine Improved Relapse-Free Survival In High-Risk Acute Myeloid Leukemia And Myelodysplastic Syndrome Patients After Transplant: Phase Ii Results From A Single Center, Betül Oran, Peter Thall, Amin Alousi, Gheath Al-Atrash, Rohtesh Mehta, David Marin, Partow Kebriaei, Uday Popat, Roland Bassett, Qaiser Bashir, Jin Im, Amanda Olson, Jessica Jewell, Portia Smallbone, Elizabeth Shpall, Richard Champlin

Faculty, Staff and Student Publications

This phase II, single-center clinical trial evaluated the efficacy and safety of guadecitabine, with or without donor lymphocyte infusion, following allogeneic stem cell transplantation in adult patients with acute myeloid leukemia (AML) or myelodysplastic syndrome (MDS). The study had three treatment cohorts based on post-transplant disease status. Cohort 1 included patients with hematologic relapse after transplant (N=13). Cohort 2 consisted of patients with minimal residual disease (MRD) detected after transplant (N=18). Cohort 3 compromised patients in remission without MRD within 100 days after transplant (N=24). The primary objectives were achievement of morphological complete remission in cohort 1 and MRD eradication …


Endogenous Processes Underlying Clock-Like Mutational Signatures, Teresa Druck, Rami I Aqeilan, C Marcelo Aldaz, Nicola Zanesi, Kay Huebner Jan 2026

Endogenous Processes Underlying Clock-Like Mutational Signatures, Teresa Druck, Rami I Aqeilan, C Marcelo Aldaz, Nicola Zanesi, Kay Huebner

Faculty, Staff and Student Publications

Wellcome Trust scientists have shown that “mutational signatures” in specific nucleotide contexts accumulate in genomes of mammalian tissues, providing clues to underlying causes of specific signatures. Analysis of cancer genomes has identified more than 50 single‐base substitution (SBS) signatures, with SBS1, SBS5, and SBS40 linked to aging and present in normal tissues. SBS1 results from cytosine demethylation, whereas SBS5 and SBS40 arise from unknown endogenous mechanisms. We hypothesized that loss of fragile‐site genes drives these two signatures. FHIT, located at FRA3B, is frequently deleted in cancers, and Fhit‐deficient mouse tissues exhibit a mutation profile resembling human SBS5. Data mining of …


Preclinical Ischemic Stroke Multicenter Trials (Prism) Collective Statement: Opportunities, Challenges, And Recommendations For A New Era, Cenk Ayata, Philip M Bath, Anna M Planas, Stuart M Allan, Johannes Boltze, Ryan P Cabeen, Claire L Gibson, Marilyn J Cipolla, Marcio A Diniz, Stefano Fumagalli, Fahmeed Hyder, Raymond C Koehler, Arthur Liesz, Sarah K Mccann, Tim Magnus, Louise D Mccullough, Emily S Sena, Simone Beretta, Jaroslaw Aronowski, Francesca Bosetti, Clinton B Wright, Patrick D Lyden, Lauren H Sansing Jan 2026

Preclinical Ischemic Stroke Multicenter Trials (Prism) Collective Statement: Opportunities, Challenges, And Recommendations For A New Era, Cenk Ayata, Philip M Bath, Anna M Planas, Stuart M Allan, Johannes Boltze, Ryan P Cabeen, Claire L Gibson, Marilyn J Cipolla, Marcio A Diniz, Stefano Fumagalli, Fahmeed Hyder, Raymond C Koehler, Arthur Liesz, Sarah K Mccann, Tim Magnus, Louise D Mccullough, Emily S Sena, Simone Beretta, Jaroslaw Aronowski, Francesca Bosetti, Clinton B Wright, Patrick D Lyden, Lauren H Sansing

Faculty, Staff and Student Publications

Preclinical stroke research faces a critical translational gap, with animal studies failing to reliably predict clinical efficacy. To address this, the field is moving toward rigorous, multicenter preclinical randomized controlled trials (mpRCTs) that mimic phase 3 clinical trials in several key components. This collective statement, derived from experts involved in mpRCTs, outlines considerations for designing and executing such trials. mpRCTs offer advantages such as increased sample sizes, robust statistical design, incorporation of heterogeneity, and standardized protocols, but they face challenges in finding the right balance between standardization and heterogeneity, appropriate stroke model selection, and outcome measures, as well as the …


Outcomes And Implications Of Patients Included Vs. Excluded For Extracorporeal Cardiopulmonary Resuscitation After Initial Activation, Kevin George, Joshua B. Wiener, Michael Zacharias, Frank Forde, Yasir Abu-Omar, Colin Mccloskey Jan 2026

Outcomes And Implications Of Patients Included Vs. Excluded For Extracorporeal Cardiopulmonary Resuscitation After Initial Activation, Kevin George, Joshua B. Wiener, Michael Zacharias, Frank Forde, Yasir Abu-Omar, Colin Mccloskey

Division of Cardiology Faculty Papers

BACKGROUND: The aim of this study is to describe the implementation of a new Extracorporeal Cardiopulmonary Resuscitation (ECPR) program in Cleveland, Ohio, USA. We also provide a novel comparison of outcomes between patients cannulated vs excluded from cannulation for ECPR after initial field activation.

METHODS: A prospective observational study of ECPR activations between September 2021 and February 2025. Patients meeting initial eligibility criteria for out-of-hospital cardiac arrest (OHCA)-namely based on age, bystander-CPR, and initial shockable rhythm-were transported to the emergency department where the ECPR team completed cannulation based on further biochemical criteria. Medical records were used to collect data after …


The Two-Step Allogeneic Stem Cell Transplant Is Associated With Excellent Engraftment, Improved Survival And Low Nonrelapse Mortality In Patients With Myelofibrosis, Xia Bi, Shaik Rashid, Joanne Filicko-O'Hara, Joseph Van Galen, William O'Hara, John L. Wagner, Dolores Grosso, Neal Flomenberg, Usama Gergis Jan 2026

The Two-Step Allogeneic Stem Cell Transplant Is Associated With Excellent Engraftment, Improved Survival And Low Nonrelapse Mortality In Patients With Myelofibrosis, Xia Bi, Shaik Rashid, Joanne Filicko-O'Hara, Joseph Van Galen, William O'Hara, John L. Wagner, Dolores Grosso, Neal Flomenberg, Usama Gergis

Department of Medical Oncology Faculty Papers

Myelofibrosis is a chronic myeloproliferative disorder primarily affecting older adults, and allogeneic hematopoietic stem cell transplantation (HSCT) remains the only curative treatment option. However, HSCT for myelofibrosis presents significant challenges, including high nonrelapse mortality (NRM) and an increased risk of graft failure. In this 20-year retrospective study, we evaluated outcomes for 32 myelofibrosis patients who underwent HSCT at our institution, with particular focus on a two-step transplant approach designed to optimize T-cell dosing by separating the lymphoid and myeloid graft components, with cyclophosphamide administered after the lymphoid infusion and before infusion of CD34-selected stem cells. Eighteen patients underwent transplantation using …


School-Level Gaps In Mmr Coverage As The Fuel For Measles Outbreaks, Meagan C Fitzpatrick, Chad R Wells, Abhishek Pandey, Lamia Ayaz, Peter J Hotez, Seyed M Moghadas, Alison P Galvani Jan 2026

School-Level Gaps In Mmr Coverage As The Fuel For Measles Outbreaks, Meagan C Fitzpatrick, Chad R Wells, Abhishek Pandey, Lamia Ayaz, Peter J Hotez, Seyed M Moghadas, Alison P Galvani

Faculty, Staff and Students Publications

No abstract provided.


Improving Compliance With Safe Sleep Guidelines For Vulnerable Patients In A Community Safety Net Hospital Neonatal Intensive Care Unit, Andrew Beverstock, Samantha Carlton, Hillary Lee, Thomas Lu, Kelsi Morgan, Ashlee Smith-Patel, Kelli Phillips, Joseph Hagan, Pablo Lohmann, Caraciolo Fernandes, Lisa Owens, Daniela Dinu Jan 2026

Improving Compliance With Safe Sleep Guidelines For Vulnerable Patients In A Community Safety Net Hospital Neonatal Intensive Care Unit, Andrew Beverstock, Samantha Carlton, Hillary Lee, Thomas Lu, Kelsi Morgan, Ashlee Smith-Patel, Kelli Phillips, Joseph Hagan, Pablo Lohmann, Caraciolo Fernandes, Lisa Owens, Daniela Dinu

Faculty, Staff and Students Publications

Objectives: Congenital diaphragmatic hernia (CDH) often coexists with fetal growth restriction (FGR). The observed-to-expected (O/E) total fetal lung volume (TFLV) is used to assess CDH severity, predict outcomes, and direct fetal interventions. Expected TFLV measurements traditionally rely only on gestation age (GA). This simulation assesses how incorporating weight-adjusted GA norms affects O/E TFLV calculations in patients with isolated CDH and FGR.

Methods: A simulated dataset (n=1,005) utilized published mean fetal weight and TFLV references. Computer-generated variables included observed weights (3rd-10th %ile), O/E TFLV (10-65 %), and percent liver herniation (0-42 %). GA estimates were corrected by weight and used to …


Association Of Alcohol Use With Helmet Use In Cyclists: Analysis Of The National Trauma Data Bank, Daniel C Brock, Gaibo Yan, Chad T Wilson, Emanuel Narcis Husu Jan 2026

Association Of Alcohol Use With Helmet Use In Cyclists: Analysis Of The National Trauma Data Bank, Daniel C Brock, Gaibo Yan, Chad T Wilson, Emanuel Narcis Husu

Faculty, Staff and Students Publications

Background: Helmet use significantly reduces the risk of traumatic brain injury among cyclists; however, the influence of alcohol use on helmet-wearing adherence remains understudied in large national data sets. The goal of this study was to investigate the relationship between alcohol use and helmet use in injured cyclists.

Methods: This study is a retrospective cross-sectional analysis of 155 766 cyclists with traumatic injuries from the National Trauma Data Bank spanning 8 years (2017-2023). Cyclists were categorized by blood alcohol concentration (BAC) as follows: not screened, sober (BAC < 0.02), impaired (BAC 0.02-0.08), intoxicated (BAC ≥0.08), and multidrug intoxicated (BAC ≥0.08 plus ≥1 positive drug screen). The primary outcome was helmet usage. Secondary outcomes included mortality, hospital and intensive care unit length of stay, Injury Severity Score, and adverse events. Comorbid substance use disorders were considered as covariates.

Results: Alcohol use was associated with a dose-response decrease in helmet use. Helmet …


Refining Aicardi Syndrome Diagnostic Criteria: An Expert-Based Consensus Using A Modified Delphi Approach, Silvia Masnada, Valentina De Giorgis, Umberto Carugo, Nadia Bahi-Buisson, Mara Cavallin, Mark Corbett, Manuela Formica, Jozef Gecz, Natalia Petros, Emilio Perucca, Anna Pichiecchio, Paolo Fusar Poli, Elliott H Sherr, Ignatia B Van Den Veyver, Federico Zara, Martin Geroldinger, Pierangelo Veggiotti, Alexis Arzimanoglou Jan 2026

Refining Aicardi Syndrome Diagnostic Criteria: An Expert-Based Consensus Using A Modified Delphi Approach, Silvia Masnada, Valentina De Giorgis, Umberto Carugo, Nadia Bahi-Buisson, Mara Cavallin, Mark Corbett, Manuela Formica, Jozef Gecz, Natalia Petros, Emilio Perucca, Anna Pichiecchio, Paolo Fusar Poli, Elliott H Sherr, Ignatia B Van Den Veyver, Federico Zara, Martin Geroldinger, Pierangelo Veggiotti, Alexis Arzimanoglou

Duncan NRI Faculty and Staff Publications

Background and objectives: Aicardi syndrome (AIC) is a rare neurodevelopmental disorder historically characterised by the presence of chorioretinal lacunae, corpus callosum agenesis, infantile spasms and several supporting features that aid in diagnosis. However, the unclear aetiology and evolving diagnostic tools have led to ongoing reconsideration of the criteria, based on individual approaches. Our study aimed to establish, for the first time, an expert-based consensus on diagnostic criteria for AIC by integrating both existing and novel ones.

Methods: A geographically diverse and multidisciplinary group of expert physicians was invited to participate in a modified Delphi study, to achieve consensus on major, …


The Effects Of Music Therapy On Anxiety And Sedation Requirements For Total Knee Arthroplasty Patients Undergoing Regional Anesthesia: An Evidence-Based Practice Pilot Initiative, Kyra Marie Savrese Jan 2026

The Effects Of Music Therapy On Anxiety And Sedation Requirements For Total Knee Arthroplasty Patients Undergoing Regional Anesthesia: An Evidence-Based Practice Pilot Initiative, Kyra Marie Savrese

Graduate Theses, Dissertations, and Problem Reports (ETD)

Introduction: Excessive noise in the operating room negatively impacts patient comfort and outcomes, particularly in patients undergoing spinal anesthesia who have the potential for awareness.

Background: Research demonstrates that music therapy is a low-cost, low-risk intervention that reduces perioperative anxiety and sedative requirements. Literature supports the use of music as an adjunct to anesthesia care, especially in orthopedic populations.

Purpose: At J.W. Ruby Memorial Hospital, orthopedic procedures with regional anesthesia expose patients to high noise levels, often leading to increased anxiety, sedation use, and longer recovery times. Addressing this problem aligns with institution goals for safe, patient-centered care.

Methods: Using …


Implementation Of A Ventilator-Associated Pneumonia Bundle To Reduce The Incidence Of Ventilator-Associated-Pneumonia And Improve Patient Care, Taylor Ryan Rice Jan 2026

Implementation Of A Ventilator-Associated Pneumonia Bundle To Reduce The Incidence Of Ventilator-Associated-Pneumonia And Improve Patient Care, Taylor Ryan Rice

Graduate Theses, Dissertations, and Problem Reports (ETD)

Introduction: Ventilator-associated pneumonia (VAP) is a concerning complication that can

develop from complications when a patient is placed on a mechanical ventilator. Endotracheal

intubation puts patients at risk for micro aspiration, which can lead to VAP.

Evidence Review: Nine articles were selected for review; after critical appraisal, seven were

kept for further review. Evidence in these articles shows that using evidence-based methods in a

VAP bundle can decrease the length of stay, mechanical ventilator days, and the incidence of

VAP.

Purpose: The purpose of this project was to improve oral care for intubated patients and keep

the incidence of VAP …


Increasing Documentation Of Endotracheal Tube Cuff Pressures: A Quality Improvement Initiative For Flight Crew Providers, Matthew D. Noss Jan 2026

Increasing Documentation Of Endotracheal Tube Cuff Pressures: A Quality Improvement Initiative For Flight Crew Providers, Matthew D. Noss

Graduate Theses, Dissertations, and Problem Reports (ETD)

ABSTRACT

Background: There was a lack of documentation of endotracheal tube (ETT) cuff pressures (CPs) by flight crew providers at Base 1 of HealthNet Aeromedical Services. A three-month pre-intervention data collection showed 1.8% of patients had initial CPs documented. Inadequate documentation and monitoring of ETT CPs can lead to patient complications such as tracheal injury and aspiration making this an important area for quality improvement.

Purpose: To increase documentation of ETT CPs through education and evidence-based interventions.

Intervention: This project implemented an educational in-service on ETT cuff syringe manometry for flight crew providers. The educational intervention consisted of …


Professional Quality Of Life Among Medical Surgical And Telemetry Registered Nurses, William Lim, Emy-Lee Marie Anglo Ricafrente, Jenny Carrillo Jan 2026

Professional Quality Of Life Among Medical Surgical And Telemetry Registered Nurses, William Lim, Emy-Lee Marie Anglo Ricafrente, Jenny Carrillo

Publications 2026-present

No abstract provided.


A Collaborative Communities-Of-Practice Methodology For Environmental Design Research: A Case Study Application In Palliative Care, Emil E. Jonescu, Benjamin Farrell, Chamil Erik Ramanayaka, Lori Delaney, Edward Litton, Talia J. Uylaki, Gareth Watts, Bella Brigham, Frances Bellemore, Davinia Seah Jan 2026

A Collaborative Communities-Of-Practice Methodology For Environmental Design Research: A Case Study Application In Palliative Care, Emil E. Jonescu, Benjamin Farrell, Chamil Erik Ramanayaka, Lori Delaney, Edward Litton, Talia J. Uylaki, Gareth Watts, Bella Brigham, Frances Bellemore, Davinia Seah

Research outputs 2022 to 2026

Environmental design in palliative care settings receives increasing attention, yet methodologies for studying such environments often lack interdisciplinary integration. Traditional research designs may overlook the lived expertise of clinicians and designers. Objectives: This article describes a collaborative, cross-disciplinary communities-of-practice model developed as a methodological framework to enable effective environmental evaluation and design processes in healthcare settings. Its application is illustrated through a case study in a palliative care unit. Methods: A co-designed, multi-methods approach was developed by a team of clinicians, facility managers, and academic researchers. The methodology included a scoping review, site-specific environmental data logging (sound, temperature, lighting), and …


Epigenetic Crosstalk In Neuroblastoma Development And Progression, Nathan Drolet, Amber Wolf, Joanna Yi, Eveline Barbieri Jan 2026

Epigenetic Crosstalk In Neuroblastoma Development And Progression, Nathan Drolet, Amber Wolf, Joanna Yi, Eveline Barbieri

Faculty, Staff and Students Publications

Neuroblastoma (NB), a pediatric malignancy of the peripheral nervous system, accounts for 15% of pediatric cancer deaths and remains a major challenge for cancer therapy. NB originates from sympathoadrenal (SA) progenitors of the neural crest (NC) cell lineage, whose formation and differentiation are controlled by epigenetic mechanisms. Although signaling pathways and epigenetic factors implicated in NB tumorigenesis have been well-described, a holistic understanding of how development and epigenetics overlap to drive NB is lacking. By exploring vital interplays and co-dependencies between key pathways and their epigenetic control in NC development, we have gained novel insights into the mechanisms governing NB …


Case Report: Primed Dendritic Cell Immunotherapy For Multiple Solid Tumors, Jeffrey Jones, Aly Alrabaa, William Decker, Luis Ferbeyre, Gregorio Viramontes, Rafael Gonzalez, Elideth Angulo, Antonio Zamudio, Raul Hernandez, Stephen Noga, Susana Hernandez-Reyes, Paul Zhang, Darryl Smith, Ara Karamanian, Luis Tamara, Dalton Greenwood, Matthew Halpert Jan 2026

Case Report: Primed Dendritic Cell Immunotherapy For Multiple Solid Tumors, Jeffrey Jones, Aly Alrabaa, William Decker, Luis Ferbeyre, Gregorio Viramontes, Rafael Gonzalez, Elideth Angulo, Antonio Zamudio, Raul Hernandez, Stephen Noga, Susana Hernandez-Reyes, Paul Zhang, Darryl Smith, Ara Karamanian, Luis Tamara, Dalton Greenwood, Matthew Halpert

Faculty, Staff and Students Publications

Many patients with advanced solid tumors ultimately develop resistance to conventional therapies, with especially limited options for those experiencing rapid progression or poor performance status, highlighting the need for personalized immunotherapies capable of inducing durable responses. In this retrospective case series, we describe the clinical course and outcomes of five adults (4 male, 1 female; median age 51 years [range, 39-62]) with metastatic solid tumors who achieved complete and durable remission following doubly loaded autologous dendritic cell therapy after failure of standard treatments, such as immune checkpoint inhibition, radiation, surgery, or endocrine therapy. Five patients, including prostate adenocarcinoma (n=1), malignant …


Frontline Aspiration Versus Stent Retriever Thrombectomy For M2 Occlusions: Insights From The Star Registry, Michael Gaub, Rahim Abo Kasem, Ilko Maier, Ansaar Rai, Pascal Jabbour, Joon-Tae Kim, Brian Howard, Ali Alawieh, Stacey Quintero Wolfe, Robert M Starke, Marios-Nikos Psychogios, Amir Shaban, Nitin Goyal, Justin Dye, Ali Alaraj, Mohamad Ezzeldin, Shinichi Yoshimura, David Fiorella, Omar Tanweer, Daniele G Romano, Pedro Navia, Hugo Cuellar, Isabel Fragata, Adam Polifka, Joshua Osbun, Fazeel Siddiqui, Mark Moss, Kaustubh Limaye, Maxim Mokin, Charles Matouk, Min S Park, Waleed Brinjikji, Ergun Daglioglu, Richard Williamson, David J Altschul, Christopher S Ogilvy, Roberto Crosa, Michael R Levitt, Benjamin Gory, Alexandra Paul, Peter Kan, Walter Casagrande, Shakeel Chowdhry, Michael F Stiefel, Ramesh Grandhi, Alejandro Spiotta, Justin Mascitelli Jan 2026

Frontline Aspiration Versus Stent Retriever Thrombectomy For M2 Occlusions: Insights From The Star Registry, Michael Gaub, Rahim Abo Kasem, Ilko Maier, Ansaar Rai, Pascal Jabbour, Joon-Tae Kim, Brian Howard, Ali Alawieh, Stacey Quintero Wolfe, Robert M Starke, Marios-Nikos Psychogios, Amir Shaban, Nitin Goyal, Justin Dye, Ali Alaraj, Mohamad Ezzeldin, Shinichi Yoshimura, David Fiorella, Omar Tanweer, Daniele G Romano, Pedro Navia, Hugo Cuellar, Isabel Fragata, Adam Polifka, Joshua Osbun, Fazeel Siddiqui, Mark Moss, Kaustubh Limaye, Maxim Mokin, Charles Matouk, Min S Park, Waleed Brinjikji, Ergun Daglioglu, Richard Williamson, David J Altschul, Christopher S Ogilvy, Roberto Crosa, Michael R Levitt, Benjamin Gory, Alexandra Paul, Peter Kan, Walter Casagrande, Shakeel Chowdhry, Michael F Stiefel, Ramesh Grandhi, Alejandro Spiotta, Justin Mascitelli

Faculty, Staff and Students Publications

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

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


Intercornual Distance And Postoperative Reproductive Outcomes In Moderate-To-Severe Intrauterine Adhesions: A Retrospective Cohort Study, Yifu He, Xingping Zhao, Huan Huang, Changfa Shu, Xiaoming Guan, Jia Guo, Dabao Xu Jan 2026

Intercornual Distance And Postoperative Reproductive Outcomes In Moderate-To-Severe Intrauterine Adhesions: A Retrospective Cohort Study, Yifu He, Xingping Zhao, Huan Huang, Changfa Shu, Xiaoming Guan, Jia Guo, Dabao Xu

Faculty, Staff and Students Publications

Study question: Does intercornual distance (ICD), as reflected by intrauterine stent size during hysteroscopic adhesiolysis, have an association with reproductive outcomes and provide information for postoperative risk stratification in women with moderate-to-severe intrauterine adhesions?

Summary answer: A smaller ICD was independently associated with a lower likelihood of clinical pregnancy within 1 year of the final hysteroscopy and may offer additional information for postoperative risk stratification in women with moderate-to-severe intrauterine adhesions.

What is known already: Reproductive outcomes following treatment for moderate-to-severe intrauterine adhesions vary considerably. Existing severity classifications offer limited discrimination within this group. The potential association between ICD and …


Immune-Mediated Diarrhea And Colitis With Normal Biochemical, Endoscopic And Histologic Findings: A Retrospective Study, Malek Shatila, Sharada Wali, Carolina Colli Cruz, Kei Takigawa, Andres Caleb Urias Rivera, Kian Abdul-Baki, Tanvi Gupta, Elliot Baerman, Linfeng Lu, Irene Jeong-Ah Lee, Raakhi Menon, Hamza Salim, Andrew Sullivan, Varun Vemulapalli, Cristina Natha, Ayesha Khan, Krishnavathana Varatharajalu, Stephane Champiat, Kerry L Reynolds, Lucy B Kennedy, Katy Tsai, Anusha Shirwaiker Thomas, Yinghong Wang Jan 2026

Immune-Mediated Diarrhea And Colitis With Normal Biochemical, Endoscopic And Histologic Findings: A Retrospective Study, Malek Shatila, Sharada Wali, Carolina Colli Cruz, Kei Takigawa, Andres Caleb Urias Rivera, Kian Abdul-Baki, Tanvi Gupta, Elliot Baerman, Linfeng Lu, Irene Jeong-Ah Lee, Raakhi Menon, Hamza Salim, Andrew Sullivan, Varun Vemulapalli, Cristina Natha, Ayesha Khan, Krishnavathana Varatharajalu, Stephane Champiat, Kerry L Reynolds, Lucy B Kennedy, Katy Tsai, Anusha Shirwaiker Thomas, Yinghong Wang

Faculty, Staff and Students Publications

Background: Immune-mediated diarrhea and colitis (IMDC) due to checkpoint inhibition infrequently presents with normal stool biomarkers and no endoscopic or histologic evidence of inflammation. Little is known about the treatment needs and outcomes of this subset of patients. We aimed to describe this entity and clarify the role of immunosuppressive treatments in its management.

Method: This was a single-center, retrospective study of patients treated with immune checkpoint inhibitors who developed clinical symptoms of IMDC, with no evidence of inflammation based on fecal calprotectin or endoscopic/histologic evaluation, between January 2010 and February 2024.

Results: Of 1151 patients with IMDC, 131 (11.4%) …


Non-Congenital Hsv-1 Keratitis In An Immunocompetent 9-Month-Old Infant, Caleb A Casanova, Stephanie Trejo Corona, Stephen F Pflugfelder Jan 2026

Non-Congenital Hsv-1 Keratitis In An Immunocompetent 9-Month-Old Infant, Caleb A Casanova, Stephanie Trejo Corona, Stephen F Pflugfelder

Faculty, Staff and Students Publications

Isolated, non-congenital herpes simplex virus type 1 (HSV-1) keratitis in immunocompetent infants is exceedingly rare and may be easily misdiagnosed, leading to delays in appropriate antiviral therapy. This case is unique in that it describes HSV-1 keratitis in a healthy 9-month-old infant presenting without systemic illness, initially treated as bacterial conjunctivitis. The patient presented with unilateral eye pain, redness, and corneal opacification. Subsequent evaluation revealed HSV-1 keratitis, and the patient was treated with intravenous acyclovir in combination with topical moxifloxacin and topical ganciclovir, resulting in complete resolution of symptoms within one week. This case adds to the limited literature on …


A Year In Review On Tuberculosis And Non-Tuberculous Mycobacteria Disease: A 2026 Update For Clinicians And Scientists, Simone Tunesi, Graham Bothamley, Gunar Günther, Yousra Kherabi, Liga Kuksa, Berit Lange, Christoph Lange, Natalie Lorent, Francesca Saluzzo, Martina Sester, Xenia Emilie Sinding Iversen, Marc Tebruegge, Conor Tweed, Anca Vasiliu, Lorenzo Guglielmetti, Tuberculosis Network European Trials Group (Tbnet) Jan 2026

A Year In Review On Tuberculosis And Non-Tuberculous Mycobacteria Disease: A 2026 Update For Clinicians And Scientists, Simone Tunesi, Graham Bothamley, Gunar Günther, Yousra Kherabi, Liga Kuksa, Berit Lange, Christoph Lange, Natalie Lorent, Francesca Saluzzo, Martina Sester, Xenia Emilie Sinding Iversen, Marc Tebruegge, Conor Tweed, Anca Vasiliu, Lorenzo Guglielmetti, Tuberculosis Network European Trials Group (Tbnet)

Faculty, Staff and Students Publications

Background: Tuberculosis (TB) remains a major cause of morbidity and mortality worldwide, while infections from non-tuberculous mycobacteria (NTM) represent a growing public health threat. In its 20th year of activity, the Tuberculosis Network European Trials group (TBnet; www.tbnet.eu) is one of the leading research networks in Europe. In this review, we summarize the main advances in TB and NTM that occurred in 2025.

Methods: We conducted a non-systematic review of articles published in 2025, with a strong emphasis on research with current or potential impact on clinical practice. We also selected the most impactful papers regarding the management of adult …