Medical Specialties Commons^™

Medetomidine As A Fentanyl Adulterant: Pharmacology, Detection, Clinical Presentation, And Management, Kory S. London, Phil Durney, Brendan Hart, Ashish Thakrar, Dennis Goodstein, Alex J. Krotulski, Daniel Teixeira Da Silva, Joseph D’Orazio, Lara Weinstein, Jeanmarie Perrone, Michael J. Lynch

Division of Internal Medicine Faculty Papers & Presentations

Purpose of Review Medetomidine is a veterinary α2-adrenergic agonist that has been an adulterant of illicitly manufactured opioids since 2022. We review its pharmacology, detection, intoxication, withdrawal, and management, and assess why severe withdrawal has emerged in some regions but not others. Recent Findings Medetomidine has spread through North American drug markets yet evades most toxicology testing. Roughly two hundred times more potent than xylazine, with greater α2 selectivity and imidazoline-1 activity, it causes intoxication resembling other α2 agonists: sedation and bradycardia. The dominant clinical problem is withdrawal: autonomic dysregulation, intractable vomiting, and encephalopathy frequently requiring intensive care. Treatment requires …

Blinatumomab Care Delivery For Pediatric B-Cell Acute Lymphoblastic Leukemia, Daniel Zheng, Katelyn Oranges, Subhash Ramakrishnan, Lingyun Ji, Melissa Beauchemin, Sarah Alexander, Allison Leahy, Kira Bona, Emi Caywood, Sharon Castellino, Sumit Gupta, Douglas Hawkins, Olga Militano, Kathleen Montgomery, Haley Newman, Rachel Rau, Susan Rheingold, Joanna Robles, Michael Roth, David Teachey, Sarah Vargas, Sue Zupanec, Susan Parsons

Department of Pediatrics Faculty Papers

IMPORTANCE: Blinatumomab, a novel immunotherapy administered as a 28-day continuous infusion, has fundamentally shifted the treatment paradigm for pediatric B-cell acute lymphoblastic leukemia (B-ALL) and is now considered a component of standard therapy for the most common childhood cancer. However, the care delivery challenges in transitioning from an experimental agent on a clinical trial to widespread clinical implementation are unknown.

OBJECTIVE: To characterize the clinical landscape of pediatric blinatumomab care-delivery practice and challenges in the US from the perspective of treating centers.

DESIGN, SETTING, AND PARTICIPANTS: This survey study was conducted from February to March 2025 among US member institutions …

Diversity Among Academic Orthopaedic Surgery Sports Medicine Faculty Across Us Residency Programs, Terence L. Thomas, Alexander Zavitsanos, Claude Regis, John Czarnicki, Harrison S. Fellheimer, Gabriel I. Onor, William Justice, Jalen Broome, Damon V. Briggs, Edward S. Chang, Meghan Bishop, Christopher C. Dodson

Rothman Institute Papers

BACKGROUND: Despite growing attention to workforce diversity in orthopaedic surgery, limited data exist describing the demographic composition of academic sports medicine faculty. This study examines the diversity of sports medicine fellowship-trained orthopaedic surgery faculty across US orthopaedic surgery residency training programs.

METHODS: A cross-sectional analysis of all ACGME-accredited orthopaedic surgery sports medicine faculty was conducted. Faculty data included sex, race, level of professorship, residency attended, year of residency graduation, and h-index. Underrepresented in Orthopaedics (URiO) was defined as non-White and non-Asian by race and all women. Descriptive statistics were performed.

RESULTS: A total of 812 sports medicine-fellowship trained faculty were …

Neuroimmune Phenotyping As The Next Frontier In Chronic Pain Medicine For Musculoskeletal Back Pain, Samer G. Salman, Rohan A. Phadke, Adithya Nair, Rahul Kumar, Arbaz Momin, Alireza Tavakkoli, James Rizkalla

Department of Neurosurgery Posters

Background: Chronic low back pain encompasses heterogeneous mechanical, neuropathic, nociplastic, and myofascial presentations that may reflect distinct neuroimmune mechanisms. We synthesized evidence linking these phenotypes to measurable biological features and clinically relevant treatment strategies.

Methods: We conducted a structured literature search of MEDLINE, Scopus, Web of Science, and the Cochrane Central Register of Controlled Trials for studies published from January 2005 through January 2025. Systematic reviews, randomized controlled trials, and mechanistic studies addressing neuroinflammation, glial activation, central sensitization, biomarkers, or imaging were organized according to four clinically relevant pain phenotypes and translational readiness.

Results: Neuroimmune findings differed across axial mechanical, …

Intrawound Vancomycin For Prevention Of Surgical Site Infection: Meta-Analysis Of Randomized Clinical Trials, Shaan Patel, Shiva Nischal, Kush Kale, Angelette Mendonca, Nelson Sofoluke, Srinivas Prasad, James Harrop, Daniel Refai

Department of Neurosurgery Faculty Papers

BACKGROUND: Surgical site infection remains a major cause of postoperative morbidity. Intrawound vancomycin has been proposed as an adjunct to standard prophylaxis, but its effectiveness across surgical settings remains uncertain. This systematic review and meta-analysis of randomized clinical trials aimed to evaluate the association between intraoperative intrawound vancomycin and surgical site infection in adults undergoing surgery.

METHODS: MEDLINE, Embase, and CENTRAL were searched from database inception to March 2026 for randomized clinical trials comparing intrawound vancomycin with standard care in adults undergoing operative procedures. Two reviewers independently performed screening, data extraction, and risk-of-bias assessment using the Cochrane Risk of Bias …

Universal Screening For Measles Immunity During Pregnancy: A Cost-Effectiveness Analysis, Anuradha Devabhaktuni, Sarah Boudova, Elias Kassir, Sohum Shah, Neil S. Silverman, Christina S. Han

Department of Obstetrics and Gynecology Faculty Papers

BACKGROUND: Measles is a highly contagious illness capable of causing significant morbidity and mortality, including adverse pregnancy outcomes. Routine screening for measles immunity is not currently recommended during pregnancy. Given the increasing frequency of measles outbreaks nationally and globally, awareness of measles immunity status can influence management of pregnant individuals who incur measles exposures and offer an opportunity for postpartum or preconception vaccination.

OBJECTIVE: We sought to evaluate the cost-effectiveness of universal screening for measles immunity during pregnancy in the United States.

STUDY DESIGN: A decision-analytic model was constructed to evaluate the cost-effectiveness of universal screening for measles immunity during …

Prepregnancy Obesity Versus Excessive Gestational Weight Gain: A Comparative Evaluation Of Adverse Outcomes, Samuel Schultz, David Krantz, Matthew Blitz, Ashley Battarbee, Moti Gulersen

Department of Obstetrics and Gynecology Faculty Papers

Background/Objectives: Obesity and excessive gestational weight gain (EGWG) are known risk factors for adverse outcomes in pregnancy, but the comparative risk is less well defined and increasingly relevant in an era of increasing use of weight loss medications. We aimed to determine whether EGWG was associated with adverse maternal and neonatal outcomes, compared with prepregnancy obesity. Methods: Multicenter retrospective cohort study of pregnant patients who delivered a singleton within a single university health system from 2019–2024. Patients with missing prepregnancy body mass index (BMI) data, BMI < 18.5 kg/m2, or pregestational diabetes were excluded. Logistic regression with propensity score weights and g-computation were used to evaluate if the incidence of several adverse maternal and neonatal outcomes were impacted by prepregnancy obesity and gestational weight gain (GWG). p values were adjusted for multiple comparisons. Results: Among the 129,615 pregnancies included, 28,516 (22.0%) had prepregnancy obesity, 36,943 (28.5%) were overweight prior to pregnancy, and 64,156 (49.5%) had a normal BMI prior to pregnancy. When compared to patients with obesity, patients with normal prepregnancy BMI and EGWG had a lower risk of adverse maternal and neonatal outcomes, including gestational diabetes, gestational hypertension, preeclampsia, eclampsia, cesarean delivery, and postpartum hemorrhage, as well as large and small for gestational age birthweight, stillbirth, neonatal intensive care unit admission, neonatal mechanical ventilation, respiratory distress syndrome, intraventricular hemorrhage, necrotizing enterocolitis, and sepsis. Beneficial effects were attenuated for patients with overweight prepregnancy BMI or for larger EGWG. Conclusions: Lower prepregnancy BMI, even with the potential unintended consequence of EGWG, may be more favorable than untreated prepregnancy obesity with regard to perinatal outcomes.

Primary Care Use And Kidney Transplant Outcomes Among Patients On Hemodialysis - A Cohort Study, Dustin Le, Hatem Najar, Zoheb Backer, Rohanit Singh, Byoungjun Kim, Anna Flattau, Morgan E. Grams, Laura Plantinga, Bernard G. Jaar

Division of Nephrology Faculty Papers

BACKGROUND

Kidney transplantation is the optimal treatment for kidney failure, but whether primary care use among those on dialysis is associated with increased rates of kidney transplantation is unknown.

METHODS

We conducted a retrospective cohort study using United States Renal Data System (USRDS) and Medicare Parts A, B, and D claims to estimate the association between any primary care use (vs none) and both kidney transplantation and "active" kidney transplant waitlisting. Primary care use was defined as ≥ 1 outpatient visit to a family, general, geriatric, or internal medicine provider from January 1^st, 2018 to December 31^{st …}

Artificial Intelligence Models For Automated And Semiautomated Analysis And Interpretation Of Clinical Electroencephalography, Sándor Beniczky, Birgit Frauscher, Fábio Nascimento, Shobi Sivathamboo, Catalina Rojas, Michael Sperling, Samden Lhatoo, Philippe Ryvlin, Levin Kuhlmann

Department of Neurology Faculty Papers

Electroencephalography is the most commonly used diagnostic tool for epilepsy. However, interpreting electroencephalograms (EEGs) requires expertise that is not widely available. Advances in digital technology and wearables have enabled large-scale EEG recording, generating vast amounts of data that cannot be managed through traditional visual interpretation by experts. Artificial intelligence (AI) has the potential to augment human expertise and reduce workloads. The application of artificial neural networks in analysing clinical EEG recordings has led to major breakthroughs, bringing AI-based EEG interpretation closer to clinical implementation. In this Review, we summarise the most important research and development results in this field from …

My Love Story With Hifs In The Disc: A Journey To The Humboldt Research Award, Makarand V. Risbud

Department of Orthopaedic Surgery Faculty Papers

The intervertebral disc is a prime example of tissue adaptation to metabolic and mechanical extremes. As the largest avascular organ in the human body, the disc and the central nucleus pulposus (NP) endure constant compressive loading while sustaining a hypoxic, relatively acidic, and hyperosmotic microenvironment that would be inhospitable to most cell types. Over the past two decades, work from my laboratory has revealed extraordinary details of this type of adaptation, that hypoxia-inducible factors (HIFs), particularly HIF-1α, serve as master regulators of NP cell survival, metabolism, and matrix homeostasis. This review chronicles the scientific and personal journey that began with …

Preoperative Nutritional Optimization In Lumbar Spine Surgery: Associations, Interventions, And Clinical Implications, Samer G. Salman, Rohan A. Phadke, Rahul Kumar, Arbaz A. Momin, Arwa Jader

Department of Neurosurgery Faculty Papers

Malnutrition is an independent risk factor for postoperative complications following lumbar spine surgery, particularly surgical site infection and wound-related adverse events. As perioperative care has shifted toward proactive risk modification, nutritional optimization has gained attention alongside established targets such as anemia correction, glycemic control, and smoking cessation. While associations between poor nutritional status and adverse outcomes are well established, the degree to which targeted nutritional interventions reduce postoperative risk in lumbar spine surgery remains less clearly defined. This review synthesizes current evidence on malnutrition assessment in lumbar spine populations, biological mechanisms linking nutritional deficits to complications, and the effectiveness of …

Measuring Quality Of Life In Advanced Chronic Liver Disease With Fact-Hep: Findings From The Pal Liver Trial, Manisha Verma, Binu John, Don Rockey, Sid Barritt, Victor Navarro, Linda Shaw, Andrzej Kosinski, Elliot Tapper, Archita Desai

Einstein Health Papers

BACKGROUND: Patient-reported outcome measures (PROMs) are increasingly incorporated into hepatology research, yet few have been rigorously evaluated, particularly among patients with decompensated cirrhosis. The Functional Assessment of Cancer Therapy-Hepatobiliary (FACT-Hep) captures multidimensional liver disease-specific burden, while the disease-agnostic PROMIS-29 assesses physical and mental health broadly. We evaluated the performance of FACT-Hep and its relationship to PROMIS-29 among participants with cirrhosis or hepatocellular carcinoma (HCC) enrolled in a prospective multicenter clinical trial.

METHODS: Baseline data were analyzed from 935 participants enrolled in the PAL LIVER trial. This study enrolled patients with Child-Turcotte-Pugh (CTP) B/C cirrhosis and/or with HCC. Health-related quality of …

Postoperative Complications In Patients With Sickle Cell Disease After Total Shoulder Arthroplasty, Katie Zehner, Gwyneth C. Maloy, John Slevin, Wesley Day, Mitchell K. Ng, Xuan Luo, Jonathan N. Grauer, Arya G. Varthi

Rothman Institute Papers

BACKGROUND: Sickle cell disease (SCD) encompasses a spectrum of genetic hematologic disorders characterized by erythrocyte sickling. Patients may experience musculoskeletal manifestations, such as osteonecrosis, which may warrant consideration for total shoulder arthroplasty (TSA). While prior literature suggests patients with SCD more frequently suffer complications after orthopaedic procedures, this is not well characterized for TSA.

METHODS: Adult TSA patients (older than 18 years) were identified in the 2010 to 2023 PearlDiver M170 database. Patients with SCD were matched 1:4 to patients without SCD based on age, sex, and Elixhauser Comorbidity Index (ECI). Ninety-day postoperative complications, emergency department (ED) visits, and readmissions …

Timing Of Isotretinoin Exposure And Early Postoperative Complications After Anterior Cruciate Ligament Reconstruction, Areeb Ahmad, Ronald J. Shamus, Kassem Ghayyad, Daryl C. Osbahr, Adam J. Money, Michael G. Ciccotti, George J. Richard

Rothman Institute Papers

INTRODUCTION: Isotretinoin (ITN) is widely prescribed for severe acne in adolescents and young adults, a population where anterior cruciate ligament reconstruction (ACLR) is commonly performed. Long-standing concerns about impaired wound healing have prompted many surgeons to delay procedures, despite limited orthopaedic-specific evidence. This retrospective case series evaluates early postoperative clinical complications in patients with documented ITN exposure undergoing ACLR.

METHODS: We retrospectively reviewed primary ACLR cases from 2015 to 2025 at a multisite orthopaedic practice with documented ITN exposure within 12 months of surgery and at least 3 months of follow-up. ITN exposure was categorized as perioperative (≤10 days), recent …

Reply, Jacqueline L. Chen, Amanda J. Lu, Rohan Verma, Li Wang, Douglas D. Koch, Allison J. Chen

Department of Medicine Faculty Papers

No abstract provided.

A National Study Of Tetanus Vaccine Knowledge, Receipt And Acceptance Among Emergency Department Patients, Francesco Sergi, Elisa Vaezazizi, Shaokui Ge, Christopher Alvarez, Jesus Torres, Brian Chinnock, Michael Gottlieb, Vijaya Arun Kumar, Kristin L. Rising, Efrat Kean, Stephanie Eucker, Robert M. Rodriguez

Department of Emergency Medicine Faculty Papers

OBJECTIVE: The Tetanus, Diphtheria, Pertussis (Tdap, "tetanus") vaccine is recommended for adults every 10 years. In a national sample of adult emergency department (ED) patients, we sought to determine (1) knowledge and up-to-date status of the tetanus vaccine; (2) reasons for nonreceipt of the vaccine; (3) vaccine acceptability if offered in the ED; and (4) reasons for nonacceptance in the ED if offered.

METHODS: This was a cross-sectional survey study among non-critically ill adults at 10 US EDs, asking questions about knowledge, receipt, and acceptability of the tetanus vaccine. Vaccine receipt was determined by self-report. Aggregate responses are reported as …

Closing Gaps In Urban Trauma Systems: Outcomes Of An Inner-City Community Emergency Department Multidisciplinary Trauma Protocol, Kory S. London, Alan Cherney, Sulabh Neupane, H. Alex Tomlinson, Joseph Cervone, Elaine Qian, Casey Fishman, Jennifer Davis, Sean Mcgann, Varsha Goswami, George Koenig, Frederick Randolph

Department of Emergency Medicine Faculty Papers

BACKGROUND: Non-trauma center (NTC) emergency departments (EDs) play regular but underappreciated roles in the management of severely injured patients, yet many lack formal protocols to guide care. We describe the implementation and outcomes of a structured trauma evaluation and transfer protocol at an urban NTC emergency department.

METHODS: A multidisciplinary trauma protocol was implemented on April 1, 2023, at an urban NTC, supported by a Level I trauma center, 2.5 miles apart. The study period ran from January 1, 2019, to June 30, 2025. Using pre-post study design, 62 patients treated prior to implementation were compared with 49 post-intervention patients. …

Responding To Medetomidine In Philadelphia: Narrative Summary Of The Public Health Response To A New Psychoactive Substance, Tareva Warrick-Stone, Serge-Emile Simpson, Phil Durney, Dennis Goodstein, Catherine Abrams, Raymond Bobb, Kory London, Daniel Teixeira Da Silva

Division of Internal Medicine Faculty Papers & Presentations

BACKGROUND: Despite the emergence of medetomidine as the dominant adulterant in Philadelphia's illicit opioid supply, coordinated public health responses are limited or non-existent in the literature. Thus, we summarize a recent Summit in Philadelphia of outpatient and inpatient service providers who specialize in the care of persons who use drugs to discuss medetomidine response readiness and building ongoing community readiness for potential destabilizing drug supply changes.

PURPOSE: Describe a public health intervention that distributed information about practices across health care settings and mobilized key informants to identify and address barriers to treatment.

METHODS: Descriptive summary of the in-person Summit organized …

Predictors Of Complete Obliteration And Favourable Outcome After Single-Modality Treatment For Low-Grade Arteriovenous Malformations: A Multicentre Study, Angelica Fuentes, Salem Tos, Natasha Ironside, Georgios Mantziaris, Yuki Shinya, Basel Musmar, Hamza Adel Salim, Nimer Adeeb, Christopher Ogilvy, Douglas Kondziolka, Ali Alaraj, Min Park, Adam Dmytriw, Hussein Zeineddine, Finn Mccarthy, Hussam Abou-Al-Shaar, Ahmed Abdelsalam, Mustafa Baskaya, Cagdas Ataoglu, Anthony Sanchez-Forteza, Muhammed Amir Essibayi, Abdullah Keles, Sandeep Muram, Howard Riina, Arwin Rezai, Sahin Hanalioglu, Ufuk Erginoglu, Johannes Pöppe, Davide Simonato, Yan-Lin Li, Sandeep Kandregula, Dhairya Lakhani, Christoph Griessenauer, Rahim Abo Kasem, Alejandro Spiotta, Ajit Puri, Jasmeet Singh, Anna Luisa Kuhn, Jan Karl Burkhardt, Robert Starke, Laligam Sekhar, Michael Levitt, David Altschul, Neil Haranhalli, Malia Mcavoy, Paul Foreman, Osama Zaidat, Mohammad Almajali, Hakeem Shakir, Alfred Pokmeng See, Adib Abla, Aashay Patel, Andrew Nguyen, Matthew Koch, Visish Srinivasan, Peng Roc Chen, Spiros Blackburn, Ketan Bulsara, Peter Kan, Louis Kim, Omar Choudhri, Stavropoula Tjoumakaris, Pascal Jabbour, Amey Savardekar, Hugo Cuellar, Michael Lawton, Bharat Guthikonda, Jacques Morcos, Jason Sheehan

Department of Neurology Faculty Papers

INTRODUCTION: Patient and arteriovenous malformation (AVM) characteristics that portend success after treatment for low-grade brain AVMs remain unknown.

PATIENTS AND METHODS: We utilised the MISTA multicentre registry to identify patients with Spetzler-Martin (SM) grade I or II AVMs treated with stand-alone curative-intent intervention (resection, stereotactic radiosurgery [SRS] or endovascular embolisation). Bivariate and multivariable analyses were performed to identify patient and AVM characteristics predictive of complete obliteration or favourable outcome (complete obliteration without new permanent deficit or post-treatment haemorrhage).

RESULTS: A total of 522 patients were included (292 microsurgery, 152 SRS, 78 embolisation). Complete obliteration rates differed between microsurgery (95.9%), SRS …

Current Procedural Terminology Codes Combined With Hip And Femur Diagnosis-Related Groups Provide A More Accurate Assessment Of Costs., Robert A. Hymes, Daniel L. Rodkey, Max A. Schulman, Christopher Kuenze, Jeff E. Schulman, Jalen N. Broome, Sydney L. Payne, Greg E. Gaski

Jefferson Hospital Staff Papers and Presentations

Introduction: Diagnosis-Related Groups (DRGs) have become the basis of the Center of Medicare & Medicaid Services (CMS) hospital reimbursement system. Wide variability of patient factors and procedures bundled into a single DRG may contribute to significant cost variation and limited usefulness when analyzing economic performance. This investigation sought to analyze variation in hip and femur fracture inpatient costs as assessed by DRG and Current Procedural Terminology (CPT) codes.

Materials and methods: Patients age ≥ 18 treated with operatively managed fractures of the hip and femur at a Level 1 trauma center from 2019 to 2021 were retrospectively reviewed. Patients categorized …

Cadonilimab Plus Chemotherapy In Pd-L1-Low Gastroesophageal Cancer: A Bispecific Opportunity?, Sohiel Deshpande, Daniel Lin

Department of Medical Oncology Faculty Papers

No abstract available.

Retrieval Strategies For Embolized Left Atrial Appendage Closure Devices, Usama Sadiq, Muneeba Ali, Stacey Damito, Maxwell Ambrosino, Muhammad Sabri, Muhammad Ahmad Sadiq, Muhammad Hamza Sadiq, Richard Kovach, Sheena Rastogi, Muhammad Raza

Abington Jefferson Health Papers

BACKGROUND: Device embolization (DE) is a rare but potentially life-threatening complication of left atrial appendage occlusion (LAAO). As landmark trials broaden the eligible population for LAAO, operator preparedness for DE management becomes increasingly critical.

CASE SUMMARY: We present 4 cases of LAAO DE managed with distinct retrieval strategies: 1) open surgical retrieval with concurrent AtriClip ligation for an endothelialized left atrial device; 2) sequential transseptal then retrograde arterial snaring for intraprocedural migration to the abdominal aorta; 3) transseptal retrieval using a dedicated ONO system with cerebral embolic protection for partial left atrial dislodgment; and 4) retrograde large-bore arterial retrieval for …

Endothelin Receptor Antagonists In Resistant Hypertension And Proteinuric Kidney Disease: Receptor Strategy And Volume Management, Corey Keith Goldman, Jesse M. Goldman

Division of Nephrology Faculty Papers

This narrative review examines how endothelin receptor antagonists (ERAs) can be used at the intersection of difficult-to-control hypertension, chronic kidney disease (CKD), and albuminuria or proteinuria. For clinicians, the central question is not receptor selectivity alone, but whether a specific agent, indication, dose, background therapy, and monitoring plan can deliver meaningful blood-pressure or kidney benefit without unacceptable fluid retention. Pulmonary arterial hypertension established the pharmacology and major safety liabilities of the class; the current implementation questions for hypertension and kidney specialists arise in systemic hypertension and proteinuric kidney disease. Aprocitentan is the first and only ERA approved for hypertension; in …

Valvular Heart Failure Is A Distinct Heart Transplant Phenotype With Comparable Adjusted Survival To Other Heart Failure Etiologies, Devon Kelley, Varun Kathawate, Joyce Ho, Andrew Belec, Takahiro Tashima, Kazuhiro Ueno, Jessica Dominic, Pavan Atluri

Division of Cardiology Faculty Papers

PURPOSE: Valvular heart failure (VHF) accounts for 1-5% of heart transplant listings. Comparative outcomes relative to other heart failure etiologies remain poorly characterized. This study defines the VHF phenotype and compares waitlist and transplant outcomes to other heart failure recipients.

METHODS: This retrospective cohort study uses the UNOS thoracic transplant database to analyze adult, first-time, heart-only listings with a diagnosis of heart disease. Patients were grouped by diagnosis as VHF or non-VHF. The primary outcome was waitlist events; post-transplant survival and outcomes were secondary analyses. Subgroup analysis was performed in the post-2018 allocation era.

RESULTS: VHF recipients were older (55.3 …

Machine Learning For Functional Outcome Prediction After Vestibular Schwannoma Surgery: A Systematic Review And Diagnostic Test Accuracy Meta-Analysis, Shiva Nischal, Shaan Patel, Musa China, Kush Kale, Yi Hein Chai, Santosh Guru, William Muirhead, Patrick Grover

Department of Neurosurgery Faculty Papers

PURPOSE: Machine learning (ML) models have been increasingly applied to predict postoperative facial nerve dysfunction and hearing preservation after vestibular schwannoma (VS) surgery. However, reported performance varies substantially, and the overall diagnostic accuracy and clinical reliability of these models remain uncertain. We conducted a systematic review and diagnostic test accuracy meta-analysis to characterise the current state and methodological readiness of ML-based prediction of these outcomes.

METHODS: PubMed, Embase, and CENTRAL were searched from inception to February 2026. Studies evaluating ML-based prediction of facial nerve function or hearing preservation following VS surgery were included. Diagnostic performance metrics were pooled using random-effects …

Expanding Treatment Frontiers In Hidradenitis Suppurativa: Double Immunomodulator Therapy In Severe Refractory Cases, Christina Tolete, Adam Friedman, Teresa Duong, Leonardo Tjahjono

Student Papers, Posters & Projects

No abstract provided.

Identification, Validation, And Prediction Of Longitudinal Recovery Phenotypes In Degenerative Cervical Myelopathy: Analysis Of Prospective Cohorts And A Randomised Controlled Trial, Karlo Pedro, Mohammed Ali Alvi, Christopher Lozano, Vishwathsen Karthikeyan, Alex Bak, Benjamin Davies, James Harrop, Jetan Badhiwala, Jefferson Wilson, Wendy Lou, Zihang Lu, Kevin Thorpe, Michael Fehlings

Department of Neurosurgery Faculty Papers

BACKGROUND: Symptom evolution in degenerative cervical myelopathy (DCM) is traditionally characterized by severity of neurological deficit. A recent expert consensus challenged this view, proposing that DCM fluctuates across neurological, functional and health-related quality of life measures. We examined whether joint changes across these three domains define distinct recovery patterns in a clinic-based cohort of adult patients with DCM.

METHODS: Cohorts analysed were the Cervical Spondylotic Myelopathy-North America (CSM-NA, 2005-2007, N = 278), CSM-International (CSM-I, 2007-2011, N = 479) and the CSM-PROTECT Trial (2012-2017, N = 290). All participants were symptomatic adult DCM patients who underwent surgical treatment and completed at …

Mechanism Of Injury And Fracture Status Influence Outcomes After Central Cord Injury, Karlo M. Pedro, Mohammed Ali Alvi, Kathleen Zang, Christopher Lozano, Jetan H. Badhiwala, Jefferson R. Wilson, James Harrop, James D. Guest, Bizhan Aarabi, Christopher I. Shaffrey, Michael G. Fehlings

Department of Neurosurgery Faculty Papers

Central cord syndrome (CCS) is the most common form of incomplete cervical spinal cord injury (SCI), yet its optimal management remains controversial. We examined whether stratifying CCS by injury stability improves treatment assessment. CCS was defined as an American Spinal Injury Association Impairment Scale (AIS) C/D cervical SCI with a ≥5-point lower-upper extremity motor score difference and classified as CCS-stable (CCS-S) or -unstable (CCS-U) based on the absence or presence of fracture/dislocation. Functional recovery at 1 year was assessed using the functional independence measure (FIM) motor score. Among 291 patients, 131 (45%) had CCS-S. These patients were older and more …

Glucagon Like Peptide 1 Receptor Agonists In Patients With Inflammatory Bowel Disease: Safety, Clinical Effectiveness And Anti-Inflammatory Mechanisms, Shannon Fernando, Joy Zhao, Kevan Josloff, Nida Zubair, Aakash Desai, Raina Shivashankar, Patricia L. Kozuch, Cuckoo Choudhary, Gary Lichtenstein, Priya Sehgal

Division of Gastroenterology and Hepatology Faculty Papers

INTRODUCTION: The prevalence of obesity among patients with inflammatory bowel disease (IBD) continues to rise and is associated with adverse IBD outcomes and diminished treatment response. This study reviews the clinical safety and efficacy of glucagon-like peptide-1 receptor agonists (GLP-1RA) in patients with IBD and comorbid obesity and explores their theorized anti-inflammatory mechanisms.

METHODS: Published articles through July 2026 were identified via a PubMed search for a narrative review using terms related to GLP-1RA, IBD, safety, effectiveness, and outcomes. Data extraction focused on GLP-1RA intervention details, IBD-related outcomes and inflammatory markers, and proposed anti-inflammatory mechanisms.

RESULTS: GLP-1RA therapy promotes weight …

Predictors Of Adalimumab Durability In Hidradenitis Suppurativa: A Multicenter Cohort Study, Albert T. Young, Arashleen Pannu, Alexander Velaoras, Roland Leyson, Rayad B. Shams, Alexandra Turfe, Andrea Dai, Mohsen Mokhtari, Sarah Bassett, Joshua Vazhappilly, Richard W. Hass, Iltefat Hamzavi, Christopher J. Sayed, Qing-Sheng Mi, Sherry Yang

Department of Dermatology and Cutaneous Biology Faculty Papers

BACKGROUND: Adalimumab is widely used for hidradenitis suppurativa (HS), but treatment durability varies and predictors of sustained benefit remain uncertain.

OBJECTIVE: To identify clinical and laboratory factors associated with adalimumab treatment durability in HS.

METHODS: We retrospectively studied 135 adults with HS who initiated adalimumab as first biologic therapy across three academic centers from 2013 to 2023. Outcomes were categorized as primary failure (12-24 weeks), secondary failure (24 weeks-2 years), or sustained response (>2 years) based on discontinuation for inefficacy. Predictors of treatment durability were evaluated using ordinal logistic regression.

RESULTS: In univariable analyses, Hurley stage 3, higher body …