Digital Commons Network^™

Evaluation Of The Intempo Path Set For Cyberknife Prostate And Lung Sbrt: A Single-Institution Experience, Yingcui Jia, Lei Fu, Shari Rudoler, Eric Gressen, Yevgeniy Vinogradskiy, Qianyi Xu

Department of Radiation Oncology Faculty Papers

PURPOSE: The InTempo adaptive imaging system is an important component of the Accuray CyberKnife System, designed to enhance the system's ability to track and correct tumor motion during treatment. However, a limitation of this feature is the reduction of available nodes for treatment planning. The impact of a reduced number of nodes on the quality of InTempo-based treatment plans has not previously been evaluated. This retrospective study aims to compare the dosimetry of CyberKnife plans with and without The InTempo path set for both prostate and lung stereotactic body radiotherapy (SBRT).

METHODS: This study included twelve consecutive prostate SBRT patients …

Real-World Prevalence Of Pd-L1 Positivity In Early-Stage/Metastatic Triple-Negative Breast Cancer: Primary Results And Pathology Insights From The Global Retrospective Observational Vanessa Study, Corrado D'Arrigo, Sitki Tuzlali, Romualdo Barroso-Sousa, Nagi El Saghir, Rebecca Dent, Nataša Medić-Milijić, Gyungyub Gong, Shahin Sayed, Tu Anh, Alisan Zirtiloglu

Pathology, East Africa

Aim To understand whether the worldwide implementation of PD-L1 testing in triple-negative breast cancer (TNBC) can be achieved in routine clinical practice.

Methods and results The multicentre retrospective observational VANESSA study consecutively and uniformly enrolled patients treated with systemic therapy for early or metastatic (e/m)TNBC diagnosed between 2014 and 2017. PD-L1 status was retrospectively assessed locally and centrally using the VENTANA PD-L1 (SP142) Assay (PD-L1 expression on tumour-infiltrating immune cells covering ≥1% of the tumour area). The primary objective was to determine the prevalence of PD-L1 positivity assessed locally on primary and/or metastatic tumour tissue. Concordance between local and central …

Fireproof: Intricacies Of Microglial Biology, Wei Cao

Faculty, Staff and Student Publications

No abstract provided.

Acta2 Pathogenic Variants Activating Heat Shock Factor 1 And Increasing Cholesterol Biosynthesis In Smooth Muscle Cells Predispose To Early Onset Atherosclerosis, Maura L Boerio, Abhijnan Chattopadhyay, Xue-Yan Duan, Aamuktha Karla, Ernesto Calderon Martinez, Amelie Pinard, Andrew K Morse, Darshan Reddy, Sree Dharma, Walter Velasco-Torrez, Julien Marcadier, Siddharth K Prakash, Sherene Shalhub, Julie De Backer, Richmond Jeremy, Shaine A Morris, Anji T Yetman, Alan C Braverman, Dianna M Milewicz

Faculty, Staff and Student Publications

Background: ACTA2 pathogenic variants predispose to thoracic aortic disease, and a subset of variants lead to early onset atherosclerotic cardiovascular disease (ASCVD). The molecular pathway linking misfolded SMA (α-smooth muscle actin) monomers to augmented atherosclerosis-associated smooth muscle cell phenotypic modulation can be modeled in vitro by stably expressing the ACTA2 p.R149C variant in Acta2-/- smooth muscle cells.

Methods: The Montalcino Aortic Consortium patient registry was used to identify cases with ACTA2 pathogenic/likely pathogenic missense variants. These patients were surveyed, and medical records were reviewed, to identify cases with early onset ASCVD. The variants for these cases, as well as …

The American College Of Radiology Diagnostic Fluoroscopy Dose Index Registry Pilot: Dosimetric Performance And Benchmarking Challenges, Steve D Mann, Donald L Miller, Grant Fong, Allen R Goode, Emily L Marshall, Thomas Nishino, Pavlina Boxx, Liqiang Ren, Celalettin Topbas, Alan H Schoenfeld, Vivek Singh, Jie Zhang

Faculty, Staff and Student Publications

Background: The ACR Diagnostic Fluoroscopy Dose Index Registry (DIR-Fluoro) is expanding to include diagnostic fluoroscopy. Variations in dose reference points and overhead radiography events may introduce unique challenges for benchmarking.

Purpose: To survey the technological status and dosimetric performance of fluoroscopes participating in the DIR-Fluoro pilot project, focusing on longitudinal stability and variability of fluoroscopic dose reporting accuracy across multiple institutions and vendors.

Methods: Sixty-six fluoroscopic systems from nine institutions (24 facilities) were surveyed for facility type, fluoroscope type, image receptor type, age, dose reporting capabilities, and other key features. Of these, 56 were evaluable. Semi-annual measurements assessed reference air …

Convolutional Neural Networks For Automatic Tuber Segmentation And Quantification Of Tuber Burden In Tuberous Sclerosis Complex, Iván Sánchez Fernández, Matheus D Soldatelli, Gillian N Miller, Catharina F Gout, Ellen C Broekhuizen, Iris C J Den Hertog, Daan A Pijs, Errol Apostolopoulos, Prabhjot Kaur, Abdelhakim Ouaalam, Martina E Bebin, Hope Northrup, Darcy A Krueger, Joyce Y Wu, Alexander L Cohen, Mustafa Sahin, Davood Karimi, Simon K Warfield, Jurriaan M Peters

Faculty, Staff and Student Publications

Objective: This study was undertaken to develop a fully automated algorithm for tuber segmentation and quantification of tuber volume that performs similarly to the gold standard human neuroradiologist.

Methods: We used brain magnetic resonance imaging (MRI) from patients with tuberous sclerosis complex (TSC) to train and validate a convolutional neural network (CNN), which was evaluated on segmentation with the Dice-Sørensen similarity coefficient (DSSC) and on tuber burden quantification with Spearman correlation coefficient against a neuroradiologist's gold standard in the test set.

Results: We collected 263 MRIs from 196 patients (57% males) with median (25th percentile-75th percentile) age of 4.3 (3.0-10.1) …

Presenilin L166p Mutation, A Model Of Familial Alzheimer's Disease, Leads To Early Onset Bone Loss, Vidyani Suryadevara, Connor J Krehbial, Anuradha K Valiya, Melinda Vang, Julian Balanta-Melo, Pierre P Eleniste, Sumana Posritong, Jung Min Hong, Katie Chester, Gabriel M Pagnotti, Teresita Bellido, Monte S Willis, Angela Bruzzaniti

Faculty, Staff and Student Publications

Accelerated bone loss has been reported in the early stages of Alzheimer's disease (AD) as indicated by reduced bone mineral density and increased fracture risk in these patients, compared to healthy individuals. In the present study, we investigated bone loss in mouse models of familial Alzheimer's disease harboring the Presenilin 1 (L166P) knock-in mutation (PSEN1 KI), with or without the human amyloid precursor protein transgene (hAPP Tg+) known to induce brain amyloid pathology by 6 months. Female and not male 12-month PSEN1/hAPP Tg+ mice exhibited reduced whole-body bone mineral density and bone mineral content, compared to sex-matched controls. Consistent with …

Retrospective Analysis Of Cutaneous Immune-Related Adverse Events Following Checkpoint Inhibitor Therapy In Melanoma Patients Reveals Increased Risk Associated With The Hla-B*51:01 Allele, Mckenzie Dileo, Samantha Oglesby, Cheuk Hong Leung, Kristen E Pauken, Sahira Farooq, Lauren E Haydu, Shelby L Kubicki, Rebeca Martinez, Macartney Welborn, Sana Zahiruddin, Jun Zou, Kai Cao, Anisha B Patel

Faculty, Staff and Student Publications

Background: While immune checkpoint inhibitors (ICIs) have shown significant efficacy, a common side effect is cutaneous immune-related adverse events (irAEs). This study focuses on exploring the association between specific human leukocyte antigen (HLA) alleles and the development of cutaneous irAEs in melanoma patients undergoing ICI monotherapy and combination therapy. As certain HLA types are indicative of susceptibility to autoimmune diseases, it was hypothesized that HLA typing could serve as a potential screening tool for identifying patients at increased risk for developing irAEs.

Methods: A retrospective chart review was performed of 515 patients with melanoma who underwent ICI therapy, either as …

A Guide To Transcriptomic Deconvolution In Cancer, Yaoyi Dai, Shuai Guo, Yidan Pan, Carla Castignani, Matthew D Montierth, Peter Van Loo, Wenyi Wang

Faculty, Staff and Student Publications

Cancer tissues are heterogeneous mixtures of tumour, stromal and immune cells, where each component comprises multiple distinct cell types and/or states. Mapping this heterogeneity and understanding the unique contributions of each cell type to the tumour transcriptome is crucial for advancing cancer biology, yet high-throughput expression profiles from tumour tissues only represent combined signals from all cellular sources. Computational deconvolution of these mixed signals has emerged as a powerful approach to dissect both cellular composition and cell-type-specific expression patterns. Here, we provide a comprehensive guide to transcriptomic deconvolution, specifically tailored for cancer researchers, presenting a systematic framework for selecting and …

Cardiometabolic Indicators Of Cognitive Impairment In The Cameron County Hispanic Cohort, Fadi I Musfee, Seema Agarwal, Vahed Maroufy, Chelsea Liu, Joseph B Mccormick, Susan Fisher-Hoch, Sean I Savitz

Faculty, Staff and Student Publications

Background

Objective

Methods

Melody: Mediation Analysis In Logistic Regression For High-Dimensional Mediators And A Binary Outcome, Sunyi Chi, Xingyu Li, Peng Wei, Xuelin Huang

Faculty, Staff and Student Publications

Mediation analysis is a pivotal tool for elucidating the indirect effect of an environmental factor or treatment on disease through potentially high‐dimensional omics data, such as gene expression profiles. However, traditional mediation analysis methods tailored for binary outcomes often rely on the rare disease assumption in logistic regression and provide inadequate measures of total mediation effect when multiple mediators have effects in different directions. In this paper, we develop a MEdiation analysis framework in LOgistic regression for high‐Dimensional mediators and a binarY outcome (MELODY). It leverages a second‐moment‐based measure analogous to the ��2 for linear models to quantify the total …

Patient Wait Time And Throughput Interventions In The Cardiology Outpatient Setting, Chioma Ohiri Tawose

Electronic Theses and Dissertations

Healthcare collaboration and patient care require effective communication. Poor communication impacts wait time. Inadequate communication in the outpatient cardiology clinic can lead to disruptive patient throughput, or workflow, and extend patient length of visit. The purpose of this project was to implement a means of communication for clinicians and healthcare assistants to improve patient flow and cut down idleness, ultimately reducing patient wait time. The project established the incorporation of a built-in electronic health record communication notification system, the Event Button, for asynchronous communication between staff. A quantitative quality improvement design was used to conduct this project. Inferential and descriptive …

Investigating The Oxygen Dependence Of Flash-Rt Using Electron Paramagnetic Resonance Imaging, Trey Waldrop, Grace Murley, Brett Velasquez, Elise Konradsson, Denae Neill, Luke Connell, Alan Lopez Hernandez, Abagail Delahoussaye, F William Schuler, Jorge De La Cerda, Ziyi Li, Mark D Pagel, Emil Schüler

Faculty, Staff and Student Publications

Purpose: The FLASH effect occurs when radiation given at ultra-high dose rates spares healthy tissue while achieving isoeffective tumor control relative to conventional (CONV) dose rate irradiation. Limited data has implicated oxygen in the FLASH effect. This study investigated the effect of tissue oxygen tension (pO2) on gastrointestinal (GI) FLASH sparing in mice.

Methods: pO2 was quantified in vivo by electron paramagnetic resonance imaging (EPRI)- noninvasive oximetry through spin probe injection and magnetic resonance co-registration- and a phosphorescent quenching microsensor. B6(Cg)-Tyrc-2 J/J female mice were imaged while breathing 10%, 21%, and 95% oxygen. C57BL/6 mice of both sexes underwent microsensor …

Artificial Intelligence In Cardiology: An Updated Systematic Review With Ethical Considerations And Challenges In Implementing Artificial Intelligence Models, Dev Patel, Reshmitha Kantamneni, Jabez David John, Tirath Patel, Arnesh Shukla, Ayesha Salma, Nikhilesh Anand

School of Medicine Publications

The integration of artificial intelligence (AI) in cardiovascular medicine presents a transformative opportunity to enhance diagnostic accuracy and improve patient outcomes. This systematic review evaluates the impact of AI on cardiovascular diagnostics with a focus on its ability to surpass traditional methods in accuracy, efficiency, and predictive capabilities. Machine learning and deep learning have demonstrated significant advancements in areas such as echocardiography, electrocardiography, computed tomography angiography, and predictive analytics.

AI algorithms have demonstrated superior performance in identifying subtle patterns and anomalies. Additionally, AI has shown promise in predictive analytics, forecasting disease progression and tailoring treatment plans, thereby improving patient outcomes. …

Cleavage And Polyadenylation Specificity Factor Subunit 5 Regulates Pulmonary Artery Smooth Muscle Expansion And Hypoxic Response, Scott D Collum, Lisha Zhu, Tingting W Mills, Rene Girard, Jamie Tran, Tinne C J Mertens, Cory Wilson, Nancy Wareing, Erik E Suarez, Howard J Huang, Rahat Hussain, Bindu Akkanti, Wenjin J Zheng, Hari K Yalamanchili, Bela Patel, Eric J Wagner, Sandeep Agarwal, Harry Karmouty-Quintana

Faculty, Staff and Student Publications

Pulmonary hypertension (PH) is a fatal condition that affects individuals with systemic sclerosis (SSc), a multiorgan fibrotic disease with limited treatment options. A central feature of PH is vascular remodeling, defined by the narrowing of the arteriole lumen due to cell proliferation and extracellular matrix deposition. Herein, we identify a central mechanism that can regulate multiple transcripts important for vascular remodeling. The highlight of our study is the demonstration that reduced pulmonary artery smooth muscle (PASMC) Nudt21, which codes for the RNA binding protein Cleavage and Polyadenylation Specificity Factor Subunit 5 (CPSF5) The, known to regulate alternative polyadenylation, results …

Dolichocolon Is Common In Pediatric Gastroenterology Patients With Constipation And Associated Complaints, David Simon, Donovan Berens, Raul Zambrana Valenzuela, Arvind Mohan, Partha Chakraborty, Timot Kellermayer, Eric H Chiou, Craig L Jensen, Ricardo A Arbizu, Marla B K Sammer, Richard Kellermayer

Faculty, Staff and Students Publications

Objectives: Dolichocolon (DC), classified under International Classification of Diseases, Tenth Revision (ICD-10) code Q43.8 ("Other specified congenital malformations of intestine"), refers to an elongated or redundant large intestine. Recent studies in adults indicate a role for dolichocolon in constipation and disorders of gut-brain interaction. Contrast enema (CE) imaging is commonly used to identify DC, typically defined as a sigmoid colon extending above, or a transverse colon descending below, the iliac crest line. Despite its potential relevance, the prevalence and clinical significance of DC in pediatric gastroenterology remain poorly understood.

Methods: This retrospective study assessed the prevalence of DC in pediatric …

Unusual Endoscopic Remission In An Anti-Tumor Necrosis Factor Refractory Case Of Severe Ulcerative Colitis During Upadacitinib Therapy, Carine A Halaby, Charlotte F Kim, Richard Kellermayer

Faculty, Staff and Students Publications

No abstract provided.

Author Correction: Nutrient-Sensing Nuclear Receptors Coordinate Autophagy, Jae Man Lee, Martin Wagner, Rui Xiao, Kang Ho Kim, Dan Feng, Mitchell A Lazar, David D Moore

Faculty, Staff and Students Publications

No abstract provided.

Diagnostic Evaluation And Treatment Of Utis In Children With Neurogenic Bladder, Jacqueline G Holden, Sowdhamini Wallace, Pearl W Chang, Stephanie Davis-Rodriguez, Rana F Hamdy, John M Morrison, Michael J Tchou, Victor Trevisanut, Vijaya Vemulakonda, Catherine S Forster

Faculty, Staff and Students Publications

Objective: Children with neurogenic bladder (NGB) are at increased risk for urinary tract infections (UTIs), but there is a lack of guidelines to assist clinicians in diagnosing and treating these children. Our objective was to describe the presentation and treatment of provider diagnosed UTIs in children with NGB compared to children with vesicoureteral reflux (VUR) and to assess the proportion of children with NGB who met a consortium definition of UTI.

Study design: We included children < 18 years old with either VUR or NGB who were diagnosed in the emergency department with a febrile UTI in our multicenter retrospective cohort study. We extracted and compared UTI symptoms and urinalysis results specific to children with NGB to children with VUR. We measured the proportion of UTI diagnoses concordant with the Urologic Management to Preserve Initial Renal Function (UMPIRE) consensus definition of UTI, defined as ≥ 100,000 CFU/mL of 1 or 2 organisms, pyuria, and ≥ two symptoms of UTI.

Results: The most common symptom among all children in the cohort was vomiting (38.8 %). Of the 215 children with NGB, 41.3 % met …

Technical Considerations And Contemporary Literature Review Of The Gore Thoracic Branch Endoprosthesis®, Bruno P Schmid, Lucas R Kanamori, Hannah V Oden-Brunson, Dora Babocs, Ying Huang, Jorge Miranda, Steven Maximus, Gustavo S Oderich

Faculty, Staff and Students Publications

Thoracic endovascular aortic repair (TEVAR) has become the preferred treatment for various thoracic aortic pathologies, including blunt thoracic aortic injury, aneurysms, and dissections. Involvement of Ishimaru Zone 2 occurs in up to 60% of TEVAR cases requiring extension across the distal aortic arch and left subclavian artery (LSA). Coverage of the LSA without revascularization increases the risk of complications such as upper extremity ischemia, stroke, and spinal cord injury. Therefore, the preservation of LSA perfusion during TEVAR is essential. Cervical debranching remains an effective alternative to preserve flow to the LSA, but it poses risks of bleeding, infection, and nerve …

A Scalable Organoid Model Of Urothelial Aging For Metabolic Interrogation, Infection Modeling, And Reversal Of Age-Associated Changes, Adwaita R Parab, Arnold M Salazar, Steven J Bark, Margarita Divenko, Vasanta Putluri, D'Feau J Lieu, Aadya S Singh, Nagireddy Putluri, Indira U Mysorekar

Faculty, Staff and Students Publications

Aging leads to a progressive decline in overall bladder function resulting in lower urinary tract symptoms and increased susceptibility to infections. However, tissue-specific mechanisms of aging, specifically the contributions of the urothelium, remain elusive. Here, we introduce mouse bladder epithelium-derived organoids (mBEDOs) as a scalable platform to model urothelial aging. mBEDOs from aged mice recapitulate key features of age-associated cellular reprogramming, including oxidative stress, senescence, and DNA damage. We demonstrate the utility of mBEDOs for modeling Uropathogenic Escherichia coli (UPEC) infection, generating assembloids between mBEDOs and macrophages to model epithelial-immune interactions, and genetic perturbation. Using the mBEDO platform, we also …

Deep Brain Stimulation Response Circuits In Obsessive-Compulsive Disorder, Andreas Horn, Ningfei Li, Garance M Meyer, Ron Gadot, Nicole R Provenza, Sameer A Sheth

Faculty, Staff and Students Publications

In the field of deep brain stimulation (DBS), two major themes are currently making significant progress. First, the framework of connectomic DBS, in which circuits that are associated with improvements of specific symptoms are described and targeted to improve and potentially personalize treatment. Second, the concept of brain sensing and adaptive DBS, which aims at identifying neural biomarkers that may guide stimulation in a closed-loop fashion.

In DBS for Obsessive Compulsive Disorder (OCD), substantial progress has been made on both ends, over the last five years. Together, results begin to draw a picture of exactly which circuit is …

Integrated Transcriptomic Landscape Of Medulloblastoma And Ependymoma Reveals Novel Tumor Subtype-Specific Biology, Sonali Arora, Nicholas Nuechterlein, Matt Jensen, Gregory Glatzer, Philipp Sievers, Srinidhi Varadharajan, Andrey Korshunov, Felix Sahm, Stephen C Mack, Michael D Taylor, Taranjit S Gujral, Eric C Holland

Faculty, Staff and Students Publications

Background: Medulloblastoma and ependymoma are common pediatric central nervous system tumors with significant molecular and clinical heterogeneity. While molecular subgrouping has enabled classification into molecular subtypes, the extent of heterogeneity within these subgroups remains poorly defined.

Methods: We collected bulk RNA sequencing data from 888 medulloblastoma and 370 ependymoma tumors to establish a comprehensive reference landscape. After rigorous batch effect correction, normalization, and dimensionality reduction, we generated a unified landscape to explore gene expression, signaling pathways, RNA fusions, and copy number variations.

Results: Our transcriptional analysis revealed distinct clustering patterns, including two primary ependymoma compartments, EPN-E1 and EPN-E2, each with …

An Examination Of Racial Bias In Scoring The Autism Diagnostic Observation Schedule (Ados) Module 3: An Item Response Theory Analysis, Yuen Yvonne Yu, Austin Wyman, Calliana J Faulk, Lizzy J Fulop, Rebecca L Greenberg, Rachel M Benecke, Lauren K Steinbeck, Jessica Foy, Caitlyn Kim, George O Emory, Eric A Storch, Casey J Zampella, Benjamin E Yerys, Robert T Schultz, Julia Parish-Morris, John D Herrington, Caitlin C Clements

Faculty, Staff and Students Publications

Given the rising prevalence of autism among racial minority children in the United States, but persistent service use disparities, this study examines potential bias in specific items from the autism diagnostic observation schedule (ADOS), a highly regarded autism evaluation. We leveraged unidimensional item response theory graded response models and a sample of 735 children to analyze the differential item functioning (DIF) of items within ADOS Module 3. Three items showed significant signs of racial bias: A1 (overall language level), A5 (offers information), and D5 (compulsions and rituals). On these items, Black/African American and Asian children were usually more likely to …

Pair-Feeding Study Designs Can Create Biases And Inflate Type I Error Rates: A Simulation Study, Wasiuddin Najam, Daniel E Kpormegbey, Deependra K Thapa, Bret Rust, Lilian Golzarri-Arroyo, Lance H Baumgard, Louis Wai-Tong Fan, Joseph G Ibrahim, Edith J Mayorga, David B Allison

Children’s Nutrition Research Center Staff Publications

Objective: Pair-feeding is a study design element where one group's food intake is provided to another group to assess whether a treatment effect is independent of food intake. Investigators often assume equivalent food intake across experimental conditions and exclude it from the statistical analysis. However, the impact of this practice on type I error (T1Er) rates has not been quantified.

Methods: We conducted a Monte Carlo simulation in which animals were assigned baseline weights and food intakes, then randomized to non-pair-fed or pair-fed groups. Daily food intake for both groups was initially drawn from the baseline food intake distribution. For …

Factors Associated With Upstaging In Patients With Resectable Non-Small Cell Lung Cancer: A Modern Institutional Sample, Sneha Alaparthi, Hamza Rshaidat, Luke Meredith, Scott H. Koeneman, Christina Grindley, Jacob Heilizer, Purab Kothari, Prarthna Chandar, Tyler Grenda, Nathaniel R. Evans Iii, Olugbenga T. Okusanya

Department of Surgery Faculty Papers

BACKGROUND: There is significant value in predicting and better assessing patients who are at risk of post-surgery upstaging in lung cancer. The objective of this study is to review patients who were upstaged following resection and evaluate their clinical and demographic data to elucidate which factors portend an increased risk of pathologic upstaging at our institution (the Thomas Jefferson University Hospital).

METHODS: A retrospective review of institutional data was performed between 2011 and 2023. Patients with stage I-II non-small cell lung cancer (NSCLC) were included. Patients were excluded if they received neoadjuvant systemic therapy, including chemotherapy and/or immunotherapy, and were …

Evaluation Of Large Language Models As Decision Support Tools For Head And Neck Cancer Management: A Blinded Multidisciplinary Simulation Study, Sholem Hack, Ron J. Karni, Antonino Maniaci, Christopher E. Fundakowski, Luca Castellani, Fabiola Incandela, Remo Accorona, Miguel Mayo-Yanez, Martina Violati, Lorenzo Giannini, Niccolo' Mevio, Alberto Maria Saibene

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

BACKGROUND: The management of head and neck cancer relies on multidisciplinary expertise; however, access to tumor boards remains variable. Large language models (LLMs) may support guideline-based decision-making, although performance in complex oncologic scenarios is not well defined.

METHODS: Fourteen synthetic cases based on real tumor board encounters were evaluated. Five blinded comparator arms produced recommendations: a human expert, Non-RAG-GPT-4, Non-RAG-GPT-5, RAG-GPT-4, and RAG-GPT-5. Eight head and neck oncologic surgeons scored each recommendation for appropriateness, clarity, specificity, and feasibility using 5-point Likert scales. Paired permutation testing and inter-rater reliability were assessed.

RESULTS: LLM outputs showed close alignment with expert recommendations. RAG-based …

Preoperative Malnutrition Is Associated With Increased Postoperative Complications Following Lumbar Fusion: A Propensity-Matched Analysis, Ali Mehaidli, Muaaz Wajahath, Jad Lawand, Omar Abdalla, Lorenzo Deveza, Noah Hodson, Ryan J Berger, Kevin Taliaferro

Faculty, Staff and Students Publications

Background: Lumbar fusion (LF) is a common surgical intervention for degenerative spinal conditions but carries significant short- and long-term risks. Preoperative malnutrition, characterized by low serum albumin or leukocyte counts, impairs wound healing and increases susceptibility to infection, yet its influence on LF outcomes remains underexplored. This study evaluates the association between preoperative malnutrition and long-term postoperative outcomes following LF.

Methods: Adult patients undergoing LF between 2003 and 2023 were identified in the TriNetX US Collaborative Network. Malnutrition was defined as serum albumin < 3.5 g/dL or leukocyte count < 1,500/mm3 within 1 year preoperatively. A 1:1 propensity score match was performed for demographics, comorbidities, surgical approach, and body mass index (BMI), yielding two cohorts (n=20,693 each). Ninety-day and 5‑year postoperative outcomes were compared using hazard ratios (HRs) with 95% confidence intervals (CIs).

Results: Malnourished patients experienced significantly higher 90‑day rates of transfusion (8.4% vs. 4.5%; HR 1.87, 95% CI: …

Functional Genomic Analysis Of Non-Canonical Dna Regulatory Elements Of The Aryl Hydrocarbon Receptor, Shayan Shahriar, Tajhal D Patel, Manjula Nakka, Sandra L Grimm, Cristian Coarfa, Daniel A Gorelick

Faculty, Staff and Students Publications

The aryl hydrocarbon receptor (AHR) is a ligand-dependent transcription factor activated by environmental toxicants like halogenated and polycyclic aromatic hydrocarbons, which then binds to DNA and regulates gene expression. AHR is implicated in numerous physiological processes, including liver and immune function, cell cycle control, oncogenesis, and metabolism. Traditionally, AHR binds a consensus DNA sequence (GCGTG), the xenobiotic response element (XRE), recruits coregulators, and modulates gene expression. Yet, recent evidence suggests AHR can also regulate gene expression via a non-consensus sequence (GGGA), termed the non-consensus XRE (NC-XRE). The prevalence and functional significance of NC-XRE motifs in the genome have remained unclear. …

The Origin Of Hepatocellular Carcinoma Depends On Metabolic Zonation, Jason Guo, Roger Liang, Andrew Chung, Zhijie Li, Boyuan Li, Eric Chen, Lin Li, Jingjing Wang, Meng-Hsiung Hsieh, Ivy Xiangyi Fang, Benjamin Kroger, Yunguan Wang, Min Zhu, Xiongzhao Ren, Greg Mannino, Yuemeng Jia, Yonglong Wei, Stephen Moore, Daniel J Siegwart, Stephen S Chung, Zixi Wang, Tripti Sharma, Suman Komjeti, Yi Han, Purva Gopal, Guanghua Xiao, Tao Wang, Hao Zhu

Faculty, Staff and Student Publications

The origin of cancer is poorly understood because premalignant cells are rarely followed in their native environments. Although the spatial compartmentalization of metabolic functions is critical for proper liver function, it is unknown whether cancers arise from some zones but not others and whether there are metabolic determinants of cancer risk. Zone-specific, mosaic introduction of Ctnnb1 (catenin beta 1) and Arid2 (AT-rich interaction domain 2) mutations, commonly co-mutated genes in hepatocellular carcinoma (HCC), in mouse models showed that position and metabolic context determine clone fates. Ctnnb1/Arid2-driven cancers were much more likely to arise in zone 3. The …