Investigative Techniques Commons^™

Evaluating Electronic Health Record Intervention Efficacy In Enhancing Inpatient Initiation Of Guideline-Directed Medical Therapy, Sheraz Qamar, Trisha Sindhu, Charlotte Pirquet, Benjamin Richter, Charlotte Sacksteder, Tatianna Branch, Jeffrey Riggio, Cara Martino, Patricia C. Henwood, Alan Kubey

Department of Medicine Faculty Papers

BACKGROUND: Heart failure (HF) is a leading cause of hospitalization, morbidity, and mortality. Despite evidence supporting guideline-directed medical therapy (GDMT), prescribing remains suboptimal, particularly at hospital discharge.

PROJECT RATIONALE: Hospitalization provides an opportunity to initiate or optimize GDMT, but workflow barriers and practice variation limit implementation. To address this gap, our system implemented a system-wide HF quality improvement initiative featuring evidence-based order sets and an electronic health record smart phrase ("HFNOTE") to centralize and standardize documentation and encourage GDMT use.

PROJECT SUMMARY: We analyzed 2,859 HF hospitalizations across 10 hospitals between December 1, 2024 and June 30, 2025. Use of …

Feasibility And Acceptability Of Perioperative Application Of Biofeedback-Based Virtual Reality Vs Control For Pain And Anxiety In Children And Adolescents Undergoing Surgery: Pilot Randomized Controlled Trial, Anna Lin, Brenna Rachwal, Lindsey Asti, Zandantsetseg Orgil, Isabela Santiago, Lili Ding, Susmita Kashikar-Zuck, Christopher King, Sara Williams, William Black, Peter Minneci, Vanessa Olbrecht

Department of Anesthesiology Faculty Papers

BACKGROUND: The impact of biofeedback-based virtual reality (VR-BF) on pain and anxiety in pediatric surgical patients remains unexplored.

OBJECTIVE: The objective of this study was to evaluate the feasibility and acceptability of perioperative VR-BF use in children and adolescents.

METHODS: We performed a single-blind, 2-arm, randomized pilot trial. Children aged 12 to 18 years undergoing surgery with expected moderate-to-severe postoperative pain and more than 1 overnight admission were randomized (1:1) to the intervention or control group. Participants in the intervention group received VR-BF using ForeVR (functional outcome response to engaging virtual reality [VR]), a novel, gamified digital intervention that integrates …

Successful Treatment Of Recurrent Epithelioid Trophoblastic Tumor (Ett) With Pembrolizumab After Pembrolizumab: A Case Report And Review Of Literature In Treatment Of Ett, Sarah Mokma, Sarah Alnaif, Nicholas Cardillo

Abington Jefferson Health Papers

BACKGROUND: Epithelioid Trophoblastic Tumors (ETT) are rare, which makes an optimal treatment regimen difficult to determine. Since PD-L1 is expressed in placental tissue and in gestational trophoblastic neoplasia (GTN), immunotherapies such as pembrolizumab have been proposed as possible treatments.

CASE PRESENTATION: The case presented is a 50-year-old postmenopausal female who presented with postmenopausal bleeding and a large, fungating cervical mass. Cervical biopsies confirmed ETT. The patient underwent primary debulking surgery with radical abdominal hysterectomy, bilateral salpingo-oophorectomy, and sigmoid colon resection. The patient was diagnosed with a FIGO Stage IV ETT due to tumor extension to sigmoid colon with a high-risk …

Exploring Which Ehr Interventions Improve Heart Failure Hospitalization Outcomes Across 10 Hospitals, Sheraz Qamar, Andres Alvarado, Thomas Buckwalter, Patricia C. Henwood, Dana Jordan, Cara Martino, Jeffrey Riggio, Charlotte Sacksteder, Jared Vanderzell, Alan Kubey

Department of Medicine Faculty Papers

BACKGROUND: Heart failure (HF) remains a major cause of mortality and hospitalization despite advances in guideline-directed medical therapy (GDMT). Electronic health record (EHR)-based clinical decision support tools may improve care delivery, but their impact on outcomes remains ill-defined.

PROJECT RATIONALE: As part of a system-wide HF quality improvement initiative, we evaluated 2 EHR interventions: an evidence-based HF admission order set promoting early diuresis and GDMT optimization, and a templated HF documentation tool (HFNOTE) designed to capture clinical complexity.

PROJECT SUMMARY: We analyzed 4,865 HF hospitalizations across 10 hospitals between December 2024 and June 2025. Overall risk-adjusted mortality index was 0.83 …

Validation Of Next‑Generation Sequencing‑Derived Circulating Mrna Variants As Potential Diagnostic Tools In Hepatocellular Carcinoma And Cholangiocarcinoma, Daniel Zezulinski, Maarouf A. Hoteit, David E. Kaplan, Tingting Zhan, Cataldo Doria, Timothy M. Block, Aejaz Sayeed

Department of Pharmacology, Physiology, and Cancer Biology Faculty Papers

Liquid biopsy can transform oncology practice through early detection and real‑time monitoring of cancer progression and response to treatment. Circulating cell‑free tumor RNA offers promise as a novel and emerging alternative to circulating cell‑free tumor DNA for detecting the presence and understanding the biology of liver tumors. Both circulating DNA and RNA, which predominantly reside in extracellular vesicles, carry evidence of vital germline and somatic mutations. High impact single nucleotide changes, insertions and deletions in circulating RNA (ctRNA) serve a key role in cancer development and progression. Tumor cells exploit the RNA splicing machinery to induce structural and functional changes …

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 …

Discovering Repurposable Drugs For Alzheimer's Disease And Related Dementias: Target Trial Emulation Using Decentralised Real-World Data, Qiong Wu, Lu Li, Yuqing Lei, Ting Zhou, Huilin Tang, Bingyu Zhang, Yiwen Lu, Maxwell Salvatore, Dazheng Zhang, Jiayi Tong, Tingyin Wang, Siqi Chen, Haoyang Li, Zhenxing Xu, Yu Huang, Yu Hu, Na Hong, Yujia Zhou, Fongci Lin, Kyra O'Brien, Yong Chen, Ruowang Li, Hua Xu, Fei Wang, Jiang Bian, David Wolk, Yong Chen

College of Population Health Faculty Papers

BACKGROUND: Alzheimer's disease and related dementias (ADRD) affect nearly 6.9 million Americans, with the number expected to triple by 2050, while disease-modifying therapies remain unavailable. Drug repurposing, which identifies new indications for already approved medications, offers a more efficient and cost-effective pathway to accelerate development of effective therapies for ADRD. The aim of this study is to identify potential drug repurposing signals by systematically screening routinely prescribed drugs for associations with progression from mild cognitive impairment (MCI) to ADRD.

METHODS: We conducted a multi-site target trial emulation using electronic health record (EHR) data from four decentralised databases: INSIGHT Clinical Research …

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 …

Mitochondrial Trna-Derived Fragments As Candidate Metastasis-Modifying Rna, Katy L. Swancutt, R. Mckinnon Walsh, Sydney Quijano, Emily Schueddig, Devin C. Koestler, Adam D. Scheid, Tony Vanden Bush, Yi Jing, Isidore Rigoutsos, Danny R. Welch

Computational Medicine Center Faculty Papers

UNLABELLED: How mitochondrial DNA (mtDNA) polymorphisms influence complex phenotypes remains poorly understood. Using mitochondrial-nuclear exchange mice, we previously showed that mtDNA single-nucleotide polymorphisms (SNP) modify metastasis, cardiovascular disease, and epigenetic marks independently of metabolic differences. The only mtDNA SNP correlating with these phenotypes resides in the gene encoding mitochondrial transfer RNA (tRNA)-arginine [mt-tRNAArg (UCG), mt-TR], suggesting a role for non-protein-coding loci. In this study, we identify and preliminarily characterize previously undescribed tRNA-derived fragments (tRF) generated from mt-TRs. Northern blotting revealed distinct tRF that are differentially expressed among mtDNA SNPs, between lung and liver, and between sexes. Surprisingly, small RNA sequencing …

Remarkable Seizure Reduction With Trofinetide Treatment In An Adult With Rett Syndrome: A Case Report, Semihan Adegbite, Pooneh Memar Ardestani, Maromi Nei

Department of Neurology Faculty Papers

No abstract provided.

Assessing The Feasibility Of A Self-Management Intervention For Individuals With Advanced Prostate Cancer And Comorbid Type Ii Diabetes Mellitus, Amy L. Shaver, Christina Steinbock-Malfer, William Tester, Patrick Mille, William K. Kelly, Kevin K. Zarrabi, Costas D. Lallas, Mihir M. Shah, Rose Dimarco, Emily Brand, Shawntel Brown, Swapnil Sharma, Nikita Nikita, Cindy Cogen, Scott W. Keith, Grace Lu-Yao

Kimmel Cancer Center Faculty Papers

BACKGROUND: Many older adults with cancer have at least one comorbidity. Type II diabetes mellitus (T2DM) is a common comorbidity among patients with prostate cancer (PC) and represents an important consideration in this population. Comorbid T2DM can negatively impact cancer-specific outcomes for patients, suggesting the need for better glycemic management, especially for patients on active cancer treatment. The goal of this modified Diabetes Self-Management Education Services (mDSMES) pilot study was to provide patients with the opportunity to learn methods of diabetes self-management, including how to manage their glucose levels, improve their understanding and utilization of medication to promote improvements in …

Intravenous Versus Oral Tranexamic Acid In Shoulder Arthroplasty, Tarishi Parmar, Akin Adio, Mohammad Daher, Adam Khan, John Horneff, Joseph A. Abboud

Rothman Institute Papers

PURPOSE: Tranexamic acid (TXA) is used in shoulder arthroplasty to reduce blood loss. While intravenous (IV) TXA is standard, oral TXA offers advantages in cost and administration. This study compares 90-day complications and postoperative laboratory values between IV and oral TXA in total shoulder arthroplasty (TSA).

METHODS: A retrospective cohort study using TriNetX identified adults undergoing primary TSA (2005-2025) receiving TXA on the day of surgery, stratified by route (IV vs. oral). One-to-one propensity score matching was performed. Ninety-day outcomes included transfusion, thromboembolic events, cardiac and renal complications, neurologic events, infection, wound dehiscence, readmissions, emergency department visits, opioid utilization, and …

Assessing Current Non-Pharmacologic Pain Management Practices For Sickle Cell Disease In Adults, Shreya Kolipaka, Michelle Axe, Charmaine Wright, Stephanie Guarino

Student Papers, Posters & Projects

OBJECTIVES: Both acute and chronic pain caused by sickle cell disease (SCD) is often managed with opioid therapy despite limited evidence for long-term efficacy. Adequately managing SCD pain requires a comprehensive approach, incorporating both pharmacologic and non-pharmacologic interventions. In other conditions, peer-mentored group programs are effective in managing chronic pain; however, their role in SCD is not yet described. Our objective is to understand patients' current pharmacologic and non-pharmacologic SCD management practices as well as further exploring perspectives of pain related to SCD.

METHODS: Participants were interviewed using semi-structured format. Audio-recorded interviews were transcribed. Descriptive statistics and pain management modality …

Crispr/Cas9-Based Genome Editing: Understanding Differences In Dna Repair Pathways, Profiles, And Outcomes, Samuel Effah, Shirley Barrera, Nahia Urturi Ortiz, Will Dampier, Michael Nonnemacher, Brian Wigdahl

Kimmel Cancer Center Faculty Papers

Over a decade of advances in Clustered Regularly Interspersed Short Palindromic Repeats (CRISPR) and CRISPR-associated protein 9 (Cas9)-based technologies have culminated in the first-ever FDA-approved CRISPR/Cas-based therapy. Aside from this approved therapy for sickle cell anemia, several CRISPR/Cas-based therapies are currently under development or testing for a range of chronic diseases, including viral diseases like human immunodeficiency virus type 1 (HIV-1) infection, genetic diseases like familial hypercholesterolemia, and cancer. The success of these therapies hinges on the effective delivery of CRISPR/Cas9 components to target regions, efficient Cas endonuclease editing, repair profiles generated, and their resulting outcomes. Here, we discuss the …

Patterns Recognized In Ayres Sensory Integration®: A Scoping Review, Marica Botha, Janine Van Der Linde, Zoe Mailloux

Department of Occupational Therapy Faculty Papers

Background/Objectives: Associations between scores on tests of sensory integration functions demonstrated in numerous studies over six decades have contributed to the development of Ayres Sensory Integration® (ASI) theory and practice. Understanding these "patterns" aids therapists in their interpretation of assessment results, ensuring appropriate and effective intervention. This study aimed to describe and discuss published research on identified patterns related to constructs in the Ayres Sensory Integration® approach. Methods: Arksey and O'Malley's framework and the Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews Checklist were used. The literature review search was guided by the following …

Evaluating Chest-Worn Light Logger Adherence: Development And Application Of A Wear/Non-Wear Model, Carlyn Patterson Gentile, Adah Thomas, Ryan Shah, Blanca Marquez De Prado, Nichelle Raj, Christina Szperka, Geoffrey Aguirre

Student Papers, Posters & Projects

Light exposure plays an important role in overall health because it entrains circadian rhythms. Recent technological advances in wearable light loggers allow measurement daily light exposure habits. Using a chest-worn light logger, our goal was to (1) develop methodology for differentiating adherent versus non-adherent use, and (2) define differences in lighting intensity in indoor and outdoor environments, to improve data reliability in future clinical studies using this technology. Four testers used a 10-channel chest worn light logging device under different conditions of wear and non-wear (experiment 1), and another tester made measurements with the light logger across a variety of …

Multi-Grader Validation Of The Telemedicine Retinopathy Of Prematurity Severity Score, Harrison W. Pratt, Sarthak V. Shah, Cindy S. Zhao, Arthur R. Brant, Caroline R. Baumal, Cagri G. Besirli, Audina M. Berrocal, Kimberley A. Drenser, Anna L. Ells, Clio Armitage Harper, G. Baker Hubbard, Eric D. Nudleman, Polly Quiram, Irena Tsui, Edward Wood, Yoshihiro Yonekawa, Tatiana Rosenblatt, Jochen Kumm, Darius M. Moshfeghi

Wills Eye Hospital Papers

We aimed to statefully validate Retinopathy of Prematurity (ROP) grading by evaluating intergrader variability over age-matched simulated exams. In a prospective retinal photographic grading cohort study, both eyes of twenty patients with five images per eye per visit were graded by twelve expert graders across six weekly visits. For each eye visit, ROP experts graded the Zone, Stage, and Plus, from which the Telemedicine ROP Severity Score (tROP-SS) was calculated. Graders retained knowledge of prior assessments for a given eye and followed International Classification of ROP rules. Intergrader coefficient of variation (CoV) for Zone, Stage, Plus, and tROP-SS remained below …

Aspirin And Preterm Birth Among Pregnant People With Increased Heat Exposure: Secondary Analysis Of A Randomized Clinical Trial, Gabriella Meltzer, Luke Duttweiler, Sarah Saleem, Kartik Shankar, Manolo Mazariegos, Antoinette Tshefu, Jackie Patterson, Elwyn Chomba, Waldemar Carlo, Shivaprasad Goudar, Richard Derman, Archana Patel, Patricia Hibberd, Edward Liechty, Fabian Essamai, Edwin Asturias, Denise Babineau, Janet Moore, Cascade Tuholske, Andrew Zimmer, Brent Coull, Elizabeth Mcclure, Robert Goldenberg, Nancy Krebs, Matthew Hoffman, Blair Wylie

Global Health Articles

IMPORTANCE: Scalable interventions are urgently needed to mitigate the adverse effects of heat on pregnancy and newborn health.

OBJECTIVE: To evaluate whether low-dose aspirin modifies the association between heat exposure and preterm birth.

DESIGN, SETTING, AND PARTICIPANTS: This secondary analysis of the Global Network for Women's and Children's Health Research Aspirin Supplementation for Pregnancy Indicated Risk Reduction in Nulliparas (ASPIRIN) randomized, double-blinded, placebo-controlled clinical trial was conducted from March 2016 to June 2018. Statistical analyses were performed from June 2024 to June 2025. The study settings included the Democratic Republic of Congo, Zambia, Kenya, Guatemala, Pakistan, and Belagavi and Nagpur, …

Safety And Efficacy Of Individualised Exercise And Nad+ Precursor Supplementation In Patients With Friedreich’S Ataxia In The Usa: A Single-Centre, 2 × 2 Factorial, Randomised Controlled Trial, Kimberly Lin, Anna Bucha, Kara Mcsweeney, Kristin Wade, Antoneta Karaj, Jaclyn Tamaroff, Shannon O'Malley, Nicole Chung, Nicolette Cilenti, Julianne Wanner, Gabriel Adzika, Clementina Mesaros, Ian Blair, Teerapat Rojsajjakul, Suraj Serai, Jennifer Farmer, Kyle Bryant, Yingying Lu, Michael Harhay, David Weber, Stephen Paridon, Erin Seifert, Mary Putt, Payman Zamani, Joseph Baur, David Lynch, Shana Mccormack

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

BACKGROUND:Friedreich's ataxia is a rare, chronic, progressive, neurodegenerative condition affecting multiple organ systems, including neurological, musculoskeletal, cardiac, and endocrine systems, and is marked by low cardiopulmonary fitness. We tested the effect of exercise and NAD⁺ precursor supplementation with nicotinamide riboside, which have each shown benefits in animal and early clinical studies, on cardiopulmonary fitness in individuals with Friedreich's ataxia.

METHODS: This 12-week, outpatient, phase 2, single-site (Children's Hospital of Philadelphia, Philadelphia, PA, USA), randomised, 2 × 2 factorial clinical trial recruited individuals aged 10–40 years with an ejection fraction of 45% or greater who were able to exercise. A …

Microarray Analysis Of Human Abdominal Aortic Aneurysm With Emphasis On Cardiovascular Genes Revealed Differentially Expressed Genes, Song Lu, Li Ping Li, John V. White, Xiaoying Zhang, Ifeyinwa Nwaneshiudu, Adaobi Nwaneshiudu, Nectaria Ntaoula, John Gaughan, Dimitri S. Monos, Wan-Lu Lin, Charalambos C. Solomides, Emilia L. Oleszak, Chris D. Platsoucas

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

BACKGROUND/AIM: We examined gene expression profiles in abdominal aortic aneurysm (AAA) lesions vs. normal aortas by cDNA microarray and real-time quantitative reverse-transcriptase polymerase chain reaction (qRT-PCR).

MATERIALS AND METHODS: Phosphorus (³²P)-labeled cDNA from AAA specimens (mean AAA size 6.65 cm) and normal aortas were hybridized with a 588-gene microarray primarily of the cardiovascular system. The results were validated by qRT-PCR.

RESULTS: A total of 35 out of the 588 genes were differentially expressed, with either log₂ ratio of AAAs/controls ≥1 (upregulated; 20 genes) or ≤-1 (downregulated; 15 genes) in AAA lesions vs. normal aorta, and …

Costs, Demographics, And Causative Agents In Patients Hospitalized For Drug Induced Liver Injury: Trends In A Large Academic Healthcare System, Megan Kozar, Yunisse Gonzalez, Dina Halegoua-De Marzio

Department of Medicine Faculty Papers

PURPOSE: Drug-induced liver injury (DILI) is an uncommon but potentially life-threatening condition. To date, the burden of DILI on a single, large healthcare system has not been investigated, preventing adequate resource allocation. This study aims to quantify DILI-related healthcare utilization within the Jefferson Health System (JHS) and identify case-related factors associated with high resource requirements; such information is crucial to focus efforts toward resource reduction.

PATIENTS AND METHODS: This study characterizes trends of 48 DILI cases within JHS, including demographics, payer status, causative agent, and DILI pattern. These variables were correlated with length of stay (LOS) and cost relating to …

Postmarketing Safety Of Bimekizumab For Hidradenitis Suppurativa: An Early Pharmacovigilance Analysis Using The United States Food And Drug Administration Adverse Event Reporting System, Simona A. Alomary, Nicole J. Baker, Temitayo Ogunleye, Susan C. Taylor

Student Papers, Posters & Projects

No abstract provided.

Breaking Into Hiv-1'S Epigenetic Vault: Cure Strategies To Eliminate The Viral Reservoir, Joanna Jones, Chelsea Gunderson, Brian Wigdahl, Michael Nonnemacher

Kimmel Cancer Center Faculty Papers

Human immunodeficiency virus type 1 (HIV-1) is a retrovirus that integrates into the host cell's DNA as a provirus. Transcription from the provirus is regulated in large part by cellular proteins and epigenetic factors. These may be repressive or permissive to productive infection. The host factors that regulate this balance are therefore attractive targets for HIV-1 therapeutics. Indeed, proviral chromatin is the focus of two of the current HIV-1 cure strategies. "Shock and Kill" uses latency reversal agents to open the provirus's chromatin, promoting high levels of gene expression that induce the killing of infected cells. "Block and Lock" uses …

In Vitro Studies Of The Effects Of Antithrombotic Zn-Dipicolylamine-Harboring Liposomes (Dpals) On Serum Albumin And Human Umbilical Vein Endothelial Cells, Michelle Tanujaya, Gianna Cai, Jia Patel, Zana Moldavsky, Yumna Ejaz, Malia Mahazabin Ahmed, Sangsang Duong, Lawrence E. Goldfinger, Koon Y. Pak, Brian D. Gray, Parkson Lee-Gau Chong

Cardeza Foundation for Hematologic Research

Thrombosis remains a leading cause of cardiovascular morbidity and mortality. During thrombosis, activated platelets and endothelial cells expose phosphatidylserine (PS) on their outer membranes, creating a surface that accelerates clot formation. Current antithrombotic therapies, such as heparin and warfarin, carry significant bleeding risks, highlighting the need for safer alternatives. In response, we developed a PS-targeting liposomal formulation composed of Zn-dipicolylamine (DPA)-cyanine-3[22,22] and 1-palmitoyl-2-oleoyl-sn-glycero-3-phosphocholine (molar ratio 3:97). This DPA-harboring liposome (DPAL) binds selectively to PS-rich surfaces such as activated platelets and has demonstrated efficacy in reducing thrombosis in mouse models, with minimal bleeding. In the present study, we examined the interaction …

Exploring The Optimal Age For Total Knee Arthroplasty To Minimize Risk Of Adverse Outcomes: Machine Learning Analysis Of A Statewide Cohort, Chloe Heiting, Yiyuan Wu, Susan M. Goodman, Peter Sculco, Fei Wang, Said A. Ibrahim, Peter Cram, Rich Caruana, Bella Mehta

Department of Medicine Faculty Papers

BACKGROUND: Rates of total knee arthroplasty (TKA) in the United States have risen in patients of a wide age range. Although rates of postoperative TKA complications have decreased, they remain a significant concern. In this study, we aim to determine how the risk of adverse TKA outcomes changes dynamically with age and explore the optimal ages with the lowest risk for adverse outcomes.

METHODS: This retrospective cohort study included patients who underwent elective primary TKA from 2012 to 2018 in the Pennsylvania Health Care Cost Containment Council Database. We trained (70% train:30% test) an explainable boosting machine (EBM), a modern …

Elixhauser Comorbidity Index To Predict Perioperative Bleeding And Adverse Spine Surgery Outcomes, Mitchell K. Ng, Michael A. Mont, Mosadoluwa Afolabi, Prathiksha N V, Amitha Kumar, Stephen S. Johnston

Rothman Institute Papers

Introduction: As spine surgery volume continues to grow, ensuring patient safety and minimizing complications are increasingly critical. Disruptive bleeding—defined as hemorrhagic events requiring clinical intervention—is a significant perioperative challenge. This study aimed to: (1) quantify disruptive bleeding incidence; (2) evaluate associations between patient demographics, Elixhauser Comorbidity Index (ECI), and bleeding risk; and (3) assess the impact of disruptive bleeding on mortality, ventilator use, length of inpatient stay, 90-day readmissions, and inpatient costs. Methods: A nationwide healthcare database was used to identify patients who underwent spine surgery in 2019. Patients were subdivided by the Elixhauser Comorbidity Index (ECI) from 0 to …

Safety Of Carotid Endarterectomy In The Elderly And Octogenarian Population: A Nationwide Study Including 80,000 Patients, Victor Gabriel El-Hajj, Joanna Roy, Basel Musmar, Wi Jin Kim, Michael Rizzuto, Nathaniel Ellens, Rabab Alshahrani, Victor Staartjes, Adrian Elmi-Terander, Ramachandra Tummala, Stavropoula Tjoumakaris, Michael Gooch, Robert Rosenwasswer, Ziad Khabbaz, Pascal Jabbour

Department of Neurosurgery Faculty Papers

INTRODUCTION: Carotid endarterectomy (CEA) is an established procedure for stroke prevention in patients with carotid artery stenosis. While CEA is considered safe in younger patients, perioperative risks in octogenarians remain debated, with current guidelines classifying the procedure as "high-risk" in this patient population. This study aimed to evaluate short-term outcomes of CEA across age groups and to assess whether comorbidity burden better predicts outcomes than chronological age.

METHODS: The ACS-NSQIP database (2013-2020), was used to identify patients eligible for inclusion. The cohort was stratified based on age <  60, 60-80, and > 80 years. Propensity score matching and multivariable logistic regression were used to compare …

Reliability Of Existing Measures And Classification Systems For Trochlear Dysplasia, Sean R. Waldron, Nihar S. Shah, Matthew W. Veerkamp, Brendan A. Williams, John A. Schlechter, Lauren H. Redler, Matthew D. Ellington, Shital N. Parikh

Department of Orthopaedic Surgery Faculty Papers

BACKGROUND: Patellofemoral instability (PFI) is common in adolescent patients and can lead to a reduction in quality of life and function, as well as long-term arthritis. Treatment of PFI involves assessing and, at times, surgically correcting underlying anatomic abnormalities. Trochlear dysplasia is the most common anatomic risk factor present in PFI.

PURPOSE: To determine the interrater reliability of existing measures and classification systems for the assessment of trochlear dysplasia.

STUDY DESIGN: Cohort study (diagnosis); Level of evidence, 3.

METHODS: As part of the PRISM (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) patellar instability Research Interest Group (RIG) project, a …

Epidemiology Of Healthcare-Associated Ventriculitis And Meningitis (Hcavm) And Community-Acquired Meningitis/Encephalitis And Evaluation Of An Off-Label Pcr Panel For Hcavm Diagnosis, Jaime Nassur, Katarina Schnell, Christine Dolon, Laura Walters, Devin Weber, Matthew Pettengill

Department of Medicine Faculty Papers

Healthcare-associated ventriculitis and meningitis (HCAVM) is associated with high morbidity and mortality, but rapid diagnostic tests intended to cover microorganisms that typically cause HCAVM are not commercially available. We sought to evaluate the etiology of HCAVM compared to community-acquired meningitis/encephalitis (CAME) at our healthcare system, and to study the utility of repurposing a multiplex molecular panel intended for positive blood cultures for HCAVM cases. Our epidemiologic review demonstrated that HCAVM cases were primarily caused by bacteria and fungi also associated with bloodstream infections, in contrast with CAME cases, which were primarily caused by herpesviruses and Cryptococcus. Eighty-two cerebrospinal fluid …

Controlled Antibiotic Release From Emulsion-Loaded Alginate And Fibrin Hydrogels Using Ultrasound, Ziba Ghareh Nazi Fam, Asia Winslow, Mario Fabiilli, Sam Varghese, Brian Oeffinger, Flemming Forsberg, Noreen Hickok, Lauren Delaney

Department of Radiology Faculty Papers

Postoperative infections remain a major complication after spinal fusion surgery, often caused by biofilm-forming bacteria that resist short-term antibiotic prophylaxis. Vancomycin (VAN) is sometimes delivered locally during surgery; however, levels diminish rapidly, leaving patients vulnerable to late-onset infections. We developed a composite hydrogel integrating perfluorohexane-based emulsions within alginate or fibrin matrices to enable both sustained and ultrasound-triggered VAN release. Water-in-oil-in-water emulsions were prepared using fluorosurfactant-stabilized perfluorohexane as the volatile oil phase, then embedded in hydrogels and exposed to ultrasound (2.5 MHz, 5.5 MPa peak negative pressure) to initiate acoustic droplet vaporization for triggered release. Drug release was quantified spectrophotometrically and …