Medical Specialties Commons^™

Dosimetric Effects Of Pinnacle³ Version 18.0 Advanced Auto-Planning Settings In Oropharyngeal Vmat Optimization, Emily Sanden

Masters Projects

This study evaluated the impact of Pinnacle³ version 18.0 auto-planning advanced settings modulation amount, monitor unit (MU) level, and dose fall-off priority on volumetric modulated arc therapy (VMAT) plan quality for bilateral oropharyngeal cancer. A total of 64 plans were generated using all possible combinations of low, medium, high, and very high settings for each parameter. A standardized base of tongue case was optimized once per plan using a single-time point approach, with planned target volume 1 (PTV1) (6996 cGy) and planned target volume 2 (PTV2) (5412 cGy) coverage evaluated. Each parotid gland, the spinal cord, brainstem, and the oral …

Superficial Cervical Plexus Block For Postoperative Pain Management In Occipital Craniotomies: A Narrative Review, Shahab Ahmadzadeh, Bennett M. Ford, Alex V. Hollander, Mary Kathleen Luetkemeier, Tomasina Q. Parker-Actlis, Sahar Shekoohi

School of Medicine Faculty Publications

Post-craniotomy pain is common yet often sub-optimally managed because systemic opioids can obscure postoperative neurologic examinations. The superficial cervical plexus block (SCPB) has, therefore, emerged as a targeted regional anesthesia option for occipital craniotomies. The SCPB targets the C2-C4 nerves to anesthetize the occipital scalp region, covering the lesser occipital nerve territory that lies within typical posterior scalp incisions. Clinical evidence shows the block is effective in reducing acute postoperative pain after occipital craniotomy and diminishes opioid requirements. Studies have demonstrated successful and long-lasting analgesia, reductions in 24-h opioid consumption, and a lower incidence of severe pain. Moreover, the technique …

A Novel Microdosimetry-Based Formalism For Cell Survival Modelling Applicable To Hypofractionated Radiotherapy, Oleg N Vassiliev, Radhe Mohan

Faculty, Staff and Student Publications

Objectives

Hypofractionated radiotherapy requires reliable cell survival models for doses much higher than the standard 2 Gy, for which the linear-quadratic (LQ) model is not applicable. We developed an alternative approach applicable to both low doses and high doses used in hypofractionated treatments and radiobiological experiments.

Approach.

We combined a standard microdosimetric technique with a recently introduced non-LQ cell survival model. Our formulation accounts for cell damage by multi-track events involving any number of particles. This is necessary for modelling cell survival at therapeutic doses. We characterise each cell type by the size �� of the sensitive volume (SV) and …

Use Of Cholic Acid In Smith-Lemli-Opitz Syndrome (Slos): Real-World Patient Outcomes, Edwin Ferren, Paul R Hillman, Amy Kritzer, Joseph Ray, Alvaro Serrano, Hope Northrup, Paige Roberts, Rana Dutta, Tiziano Pramparo, Pamela Vig, Robert D Steiner

Faculty, Staff and Student Publications

Background: Smith-Lemli-Opitz Syndrome (SLOS) is an autosomal recessive disorder of cholesterol biosynthesis caused by biallelic pathogenic variants in DHCR7, which encodes the enzyme 7-dehydrocholesterol reductase (DHCR7). SLOS is a multisystemic disorder affecting various aspects of health, including growth, development, behavior, and quality of life, underscoring the need for safe, efficacious interventions that limit disease burden. DHCR7 enzyme deficiency leads to a "metabolic block" resulting in decreased cholesterol production and accumulation of its precursor 7-dehydrocholesterol and the secondary isomer 8-dehydrocholesterol. Reduced cholesterol synthesis, in turn, leads to decreased levels of cholic acid (CA), an endogenous bile acid synthesized from cholesterol and …

Melanoma Antigens In Pediatric Medulloblastoma Contribute To Tumor Heterogeneity And Species-Specificity Of Group 3 Tumors, Rebecca R J Collins, Rebecca R Florke Gee, Sima Tozandehjani, Tara Bayat, Maria Camila Hoyos Sanchez, Juan Sebastian Solano Gutierrez, Barbara Breznik, Anna K Lee, Samuel T Peters, Jon P Connelly, Shondra M Pruett-Miller, Martine F Roussel, Dinesh Rakheja, Heather S Tillman, Patrick Ryan Potts, Klementina Fon Tacer

Faculty, Staff and Student Publications

Medulloblastoma (MB) is the most malignant childhood brain cancer. Group 3 MB (G3 MB) subtype accounts for about 25% of MB and is associated with the worst outcomes. Herein, we report that more than half of G3 MB tumors express melanoma antigens (MAGEs), which are potential prognostic and therapeutic markers. MAGEs are cancer-testis antigens, aberrantly expressed in several adult cancers, and associated with poorer prognosis and therapy resistance; however, their role in pediatric cancers is mostly unknown. This study aimed to determine whether MAGEs are activated and important in pediatric MB. We obtained formalin-fixed paraffin-embedded tumor samples of 34 patients, …

Phosphoglycerate Mutase Regulates Treg Differentiation Through Control Of Serine Synthesis And One-Carbon Metabolism, Wesley H Godfrey, Judy J Lee, Shruthi Shanmukha, Kaho Cho, Xiaojing Deng, Chandra Shekar R Ambati, Vasanta Putluri, Abu Hena Mostafa Kamal, Paul M Kim, Nagireddy Putluri, Michael D Kornberg

Faculty, Staff and Students Publications

The differentiation and suppressive functions of regulatory CD4 T cells (Tregs) are supported by a broad array of metabolic changes, providing potential therapeutic targets for immune modulation. In this study, we focused on the regulatory role of glycolytic enzymes in Tregs and identified phosphoglycerate mutase (PGAM) as being differentially overexpressed in Tregs and associated with a highly suppressive phenotype. Pharmacologic or genetic inhibition of PGAM reduced Treg differentiation and suppressive function while reciprocally inducing markers of a pro-inflammatory, T helper 17 (Th17)-like state. The regulatory role of PGAM was dependent on the contribution of 3-phosphoglycerate (3 PG), the PGAM substrate, …

Silent Misplacement: Leadless Pacemaker In The Left Ventricle Discovered Over A Year Later-How Did It End Up There? Could It Explain The Stroke?, Abdalhakim Shubietah, Amir Singh, Qutaiba Qafisheh, Pouyan Razminia, Muath Baniowda, Abdalrahman Assaassa, Hosam I. Taha, Roaa Aljunaidi

Division of Cardiology Faculty Papers

Introduction: Leadless intracardiac pacemakers (LICPs) reduce lead-related complications but may be malpositioned in patients with unrecognized structural defects. We report a 69-year-old man with high-grade AV block whose LICP, intended for right ventricular placement, was found in the left ventricle via an undiagnosed ostium secundum ASD after presenting with multifocal embolic strokes 16 months later. Case Presentation: Stroke workup for acute right-sided symptoms revealed the LICP in the LV and a large, previously undiagnosed ASD with bidirectional shunting and severe pulmonary hypertension. Embolic infarcts were attributed to either paradoxical embolism or device-related thromboembolism. Due to high surgical risk, …

Dietary Lipids Induce Ppard And Bcl6 To Repress Macrophage Il-23 Induction After Intestinal Injury And Lps Exposure, Ashleigh M Gil, Daniel F Zegarra-Ruiz, Wan-Jung Wu, Kendra Norwood, Adrien Assie, Buck S Samuel, Angela M Major, Gretchen E Diehl, Andrea A Hill Mcalester

Faculty, Staff and Students Publications

Unresolved tissue damage is a common feature of Inflammatory Bowel Disease (IBD) that facilitates disease progression. Here, we showed that high animal fat diets (HFD), an environmental risk factor associated with IBD pathogenesis, suppress intestinal macrophage production of critical tissue repair responses after damage. This includes reduced IL-23 production, which drives downstream production of IL-22, which is needed for barrier repair. Indicating that dietary lipids interfere with responses to microbial molecules needed to induce barrier protective functions, we found oleic acid could directly suppress macrophage Il23a induction after lipopolysaccharide (LPS) treatment. Deleting the lipid transporter CD36 on macrophages restored the …

Combination Of Irreversible Electroporation And Clostridium Novyi-Nt Bacterial Therapy For Colorectal Liver Metastasis, Zigeng Zhang, Guangbo Yu, Qiaoming Hou, Farideh Amirrad, Sha Webster, Surya M. Nauli, Jianhua Yu, Vahid Yaghmai, Aydin Eresen, Zhuoli Zhang

Pharmacy Faculty Articles and Research

Colorectal liver metastasis (CRLM) poses a significant challenge in oncology due to its high incidence and poor prognosis in unresectable cases. Current treatments, including surgical resection, systemic chemotherapy, and liver-directed therapies, often fail to effectively target hypoxic tumor regions, which are inherently more resistant to these interventions. This review examines the potential of a novel therapeutic strategy combining irreversible electroporation (IRE) ablation and Clostridium novyi-nontoxic (C. novyi-NT) bacterial therapy. IRE is a non-thermal tumor ablation technique that uses high-voltage electric pulses to create permanent nanopores in cell membranes, leading to cell death while preserving surrounding structures, and …

Comparison Of Recurrence Rates In Chemical Matricectomy With Phenol And Nail Bracing: A Scoping Review, Jessica Sima, Amanda Killeen

School of Podiatric Medicine - Student Research

Introduction: Ingrown toenails are one of the most common nail conditions and are usually treated with chemical matricectomy using phenol (CMP). However, this procedure is often contraindicated in patients with diabetes mellitus or peripheral vascular disease. Orthonyxia, or nail braces application, is a non-invasive alternative treatment for ingrown toenails. The nail braces are spring wires with one side shaped into a hook that is placed under one side of the nail, and the other side attached to a plastic pad that is glued to the nail plate. The braces retain the normal shape of the nails without removing them, allowing …

Demystifying The Nuances Of The Lipid Patient: A Guide For Primary Care Providers, Merle Myerson, Kyle Gillett, James O'Hara, Richard Potter, Neil Skolnik

Abington Jefferson Health Papers

Atherosclerosis, a major cause of mortality and morbidity in the United States (US), is driven by complex factors, including the cumulative burden of low-density lipoprotein cholesterol (LDL-C) and other atherogenic lipids and lipoproteins. Lipid management in US primary care aims to prevent atherosclerotic cardiovascular disease (ASCVD) events through screening and LDL-C lowering to risk-based goals. However, lipid screening and ASCVD treatment is often inadequate, with few patients meeting LDL-C goals in clinical practice. Primary care providers have a vital role in identifying patients most at risk of ASCVD to prevent ASCVD events and improve patient outcomes. There are multiple different …

Impact Of Prostate Volume On Dose Fall-Off And Organ-At-Risk Exposure In Vmat For Prostate Cancer, Zhikang Jiang

Masters Projects

Prostate cancer remains one of the most prevalent malignancies among men, with radiotherapy, particularly VMAT—playing a central role in its management. VMAT allows for highly conformal dose delivery, but treatment planning must strike a careful balance between achieving steep dose gradients around the prostate and minimizing radiation exposure to nearby organs at risk (OARs), such as the bladder and rectum. This study aimed to evaluate how prostate volume influences dose fall-off characteristics and OAR dose exposure in VMAT treatment plans, providing insights into optimizing radiotherapy for patients with varying prostate sizes. A retrospective analysis was conducted on 50 prostate cancer …

Adaptive Bayesian Clinical Trials: The Past, Present, And Future Of Clinical Research, Donald A Berry

Faculty, Staff and Student Publications

Background/Objectives: Decision-analytic Bayesian approaches are ideally suited for designing clinical trials. They have been used increasingly over the last 30 years in developing medical devices and drugs. A prototype trial is a bandit problem in which treating participants is as important as treating patients in clinical practice after the trial.

Methods: This article chronicles the use of the Bayesian approach in clinical trials motivated by bandit problems. It provides a comprehensive historical and practical review of Bayesian adaptive trials, with a focus on bandit-inspired designs.

Results: The 20th century saw advances in Bayesian methodology involving computer simulation. In the …

Distinct Clinicogenomic Features And Immunotherapy Associations In Pulmonary Sarcomatoid Carcinoma: A Multicenter Retrospective Study, Lingzhi Hong, Alessandro Di Federico, Bolun Liu, Alissa J Cooper, Joao V Alessi, Phoebe Clark, Waree Rinsurongkawong, Chingyi Young, Hui Li, Kang Qin, Muhammad Aminu, Valentina Santo, Yasir Elamin, Boris Sepesi, Jeff Lewis, Don L Gibbons, Ara A Vaporciyan, J Jack Lee, Xiuning Le, Jia Wu, Sinchita Roy-Chowdhuri, Mark J Routbort, P Andrew Futreal, John V Heymach, Mark M Awad, Adam J Schoenfeld, Jianjun Zhang, Biagio Ricciuti, Lei Deng, Natalie I Vokes

Faculty, Staff and Student Publications

Introduction: Pulmonary sarcomatoid carcinoma (PSC) is a rare NSCLC subtype with poor prognosis. Outcomes to immune checkpoint inhibitors (ICIs) and genomic features in PSC remain underexplored compared with other NSCLC subtypes.

Methods: Patients from three institutions and the National Cancer Database (NCDB) with metastatic NSCLC treated with ICI alone or with chemotherapy were identified. Clinicogenomics and treatment outcomes were compared across PSC, lung adenocarcinoma (LUAD), and lung squamous cell carcinoma (LUSC).

Results: We analyzed 4841 patients including 165 PSC cases treated with ICI-based therapy from three institutions and 201 PSC from NCDB. In MDACC, 65 (4.3%) were PSC, 1138 (75.1%) …

Human Ipsc-Based Breast Cancer Model Identifies S100p-Dependent Cancer Stemness Induced By Brca1 Mutation, Jingxin Liu, Cai Zhao, Jiahao Chen, Pengguihang Zeng, Qingjian Li, Ranran Dai, Xingqiang Lai, Wenqian Song, Jianing Chen, Xixi Zhu, Xinyi Liu, Jun Sun, Jia Wang, Peihang Fang, Tengfei Wang, Wenjie Chen, Diana Guallar, Nan Cao, Jianli Zhao, Shicheng Su, Andy Peng Xiang, Yi Arial Zeng, Jie Li, Junchao Cai, Dung-Fang Lee, Jinxin Bei, Yongliang Huo, Hai Hu, Shengbao Suo, Dong-Feng Huang, Jin Bai, Junjun Ding

Faculty, Staff and Student Publications

Breast cancer is the most common malignancy in females and remains the leading cause of cancer-related deaths for women worldwide. The cellular and molecular basis of breast tumorigenesis is not completely understood partly due to the lack of human research models which simulate the development of breast cancer. Here, we developed a method for generating functional mammary-like cells (MCs) from human-induced pluripotent stem cells (iPSCs). The iPSC-MCs closely resemble human primary MCs at cellular, transcriptional, and functional levels. Using this method, a breast cancer model was generated using patient-derived iPSCs harboring germline

Il-6 Predicts Cdk4/6 Inhibitor Resistance, Identifying Stat3 As A Target In Hr + /Her2-Negative Metastatic Breast Cancer, Nicole M Kettner, Tuyen N Bui, Juliana Navarro-Yepes, Sanaz Ghotbaldini, Bethanie Quintela, Catherine K Luo, Nghi Lam, Xiayu Rao, Akshara Singareeka Raghavendra, Yan Wang, Nancy Azizian, T Kris Eckols, Moses Makokha Kasembeli, Kurt Evans, Min Yi, Hannah Wingate, Jing Wang, Aysegul A Sahin, Funda Meric-Bernstam, Kelly K Hunt, Senthil Damodaran, David J Tweardy, Debu Tripathy, Khandan Keyomarsi

Faculty, Staff and Student Publications

Resistance to CDK4/6 inhibitors (CDK4/6i) is a major challenge in treating hormone receptor-positive, HER2-negative metastatic breast cancer. This study aimed to identify a biomarker predictive of resistance that could also serve as a therapeutic target. Circulating IL-6 levels in 166 patients significantly increased at progression, making IL-6 a non-invasive biomarker to predict CDK4/6i resistance. Knockdown of IL-6 re-sensitized resistant cells to palbociclib and endocrine therapy, underscoring IL-6's critical role in maintaining resistance. Patient-derived xenograft models from patients who progressed within 3 months versus ≥6 months of palbociclib therapy revealed distinct transcriptomic profiles, with later progressors exhibiting IL-6/STAT3 activation, epithelial-to-mesenchymal transition, …

Inhibition Of The Caveolin-1 Pathway Promotes Apoptosis And Overcomes Pan-Tyrosine Kinase Inhibitor Resistance In Hepatocellular Carcinoma, Tasnuva D. Kabir, Samuel Beck, Lisa M. Stuart, Ji Li, Rui Hou, Peiwen Liu, Shelby Margolius, Claire Kim, Yu Suk Choi, Edward R. Bastow, Dianne J. Beveridge, Lisa Spalding, Ziyi Li, Florent Ginhoux, Pierce Chow, Michael Phillips, Andrew D. Redfern, George C. Yeoh, Alistair Forrest, Andrew J. Woo, Ankur Sharma, Jacob George, Geoffrey Mccaughan, Peter Leedman

Research outputs 2022 to 2026

Resistance to multi-tyrosine kinase inhibitors (TKI) is a major clinical concern in advanced hepatocellular carcinoma (HCC). Herein, we aimed to uncover the mechanisms underlying pan-TKI resistance and to identify potential therapeutic targets. We used multiple TKI-resistant HCC cell lines to identify caveolin-1 (CAV1) as a key driver of therapeutic resistance. CAV1 downregulation induced apoptosis, inhibited metastasis and restored TKI sensitivity in both inherent and acquired TKI-resistant HCC cells. Mechanistically, in acquired TKI-resistant cells aberrant CAV1/STAT3/P70S6K signalling is required for their survival, motility, and invasiveness. CAV1 inhibition reduced expression of dormancy regulators E-cadherin, RAC1 and p21, enhanced cancer stemness markers, and …

Adhd In Youth With Major Depressive Disorder In The Texas Youth Depression And Suicide Research Network (Tx-Ydsrn): Clinical Correlates And Moderators, Blake M Upshaw, Samuel D Spencer, Caitlin M Pinciotti, Vadym Zhyrov, Abu Minhajuddin, Ace A Castillo, Allyssa Abacan, Holli Slater, Rachel A Walker, Joseph C Blader, Sarah L Martin, Jeffrey D Shahidullah, Jair C Soares, Robert Andrew Harper, Madelyn Guerra, Lynnel C Goodman, Wayne K Goodman, Sarah M Wakefield, Madhukar H Trivedi, Eric A Storch

Faculty, Staff and Student Publications

Objective: Depression is a major public health concern with a 19% lifetime prevalence in youth, often precipitating other concerns, including suicidal behavior, poor school performance, and worsened peer relationships. ADHD is also common among youth and frequently presents alongside major depressive disorder (MDD), with this comorbidity associated with increased impairment. More research is needed to elucidate the clinical characteristics of this comorbidity (MDD + ADHD), especially as it relates to youth with MDD and no ADHD (MDD - ADHD). The present study examined the clinical correlates of MDD + ADHD in youth and the presence of an ADHD diagnosis as …

Assessment Of Dnase Activity By Ratiometric Fluorescence Resonance Energy Transfer, Candace L Minchew, Vladimir V Didenko

Faculty, Staff and Students Publications

The present protocol describes a simple and sensitive ratiometric Förster resonance energy transfer (FRET) assay for the detection and quantitative assessment of DNase activity. Ratiometric FRET measurements make use of the ratio of donor and acceptor emission signals. The assay detects single-stranded DNA breaks using a staple-shaped, dual-tagged 38-mer FRET oligoprobe, employed as a real-time DNA cleavage sensor. The main application of the described approach is the quantitative assessment of the effects of reaction conditions, such as pH, temperature, and buffer composition, on DNase activity. Due to its ability to detect even minor and slow DNA cleavage, the assay is …

Food Literacy Program Among Adults In A Primary Care Setting, Marie K. Williams

Student Scholarly Projects

Practice problem: The increase in preventable chronic diseases is associated with food illiteracy, which arises from a lack of understanding of nutritional value and dietary guidelines (Silva et al., 2023).

PICOT: (P) In adult primary care patients aged 30-75 years, (I) does the implementation of evidence-based food literacy program (C) compared to standard practice (O) improve food literacy (T) in eight weeks?

Evidence: Using a validated food literacy questionnaire effectively measures improvements in food literacy. Customized programs that fill knowledge gaps are essential for enhancing overall food literacy. Intervention: Customized educational tools were provided to participants based on their knowledge …

The Sodium-Glutamate Antagonist Riluzole Improves Outcome After Acute Spinal Cord Injury: Results From The Riscis Randomised Controlled Trial Analysed Using A Global Statistical Analytic Technique, Michael G. Fehlings, Karlo M. Pedro, Mohammed Ali Alvi, Ali Moghaddamjou, James S. Harrop, Ralph Stanford, Jonathon Ball, Bizhan Aarabi, Paul M. Arnold, James D. Guest, Shekar N. Kurpad, James M. Schuster, Ahmad N. Nassr, Karl M. Schmitt, Jefferson R. Wilson, Darrel S. Brodke, Faiz U. Ahmad, Albert Yee, Wilson Z. Ray, Nathaniel P. Brooks, Jason Wilson, Diana S-L Chow, Elizabeth G. Toups, Kevin E. Thorpe, Jiaxin Huang, Peng Huang

Department of Neurosurgery Faculty Papers

BACKGROUND: Spinal cord injury (SCI) clinical trials typically rely on a single primary endpoint to assess drug efficacy. This strategy fails to adequately capture the full impact of treatment in heterogenous neurological conditions like SCI. A more patient-centric analysis requires assessment of neurological function, functional capacity, and quality of life, incorporating meaningful patient-reported outcomes. The global statistical test (GST) addresses this challenge using a unified statistical conclusion regarding the superiority of a treatment strategy over another by evaluating multiple trial endpoints simultaneously.

METHODS: The RISCIS trial (Safety and Efficacy of Riluzole in Acute Spinal Cord Injury Study) data was analysed …

Imaging Efficacy And Safety Of Low Dose Intraventricular Tissue Plasminogen Activator In Aneurysmal Subarachnoid Hemorrhage: Case Series, Collin Liu, William W Wroe, Hussein A Zeineddine, Bryden Dawes, Michael Giordano, Aaron Mccabe, Ching-Jen Chen, Devin W Mcbride, Aaron M Gusdon, Huimahn A Choi, Spiros L Blackburn

Faculty, Staff and Student Publications

Introduction: Free hemoglobin's release into CSF from blood breakdown is a primary instigator of delayed cerebral ischemia (DCI) after aneurysmal subarachnoid hemorrhage (aSAH). Early clearance of subarachnoid blood with intrathecal (IT) fibrinolytics has shown potential to decrease incidence of DCI. However, the dosage of fibrinolytic needed is not known. We investigated the ability of low dose tissue plasminogen activator (tPA) to rapidly remove subarachnoid clot.

Material and methods: We performed a single center retrospective review of aSAH patients who received IT tPA. Dosing consistent with the CLEAR III trial for IVH was utilized-tPA (1 mg) administered every 8 h via …

Cancer Screening Uptake And Usual Source Of Care Among Hispanic Survivors Of Adolescent And Young Adult Cancer, Eunju Choi, Amy M Berkman, Clark R Andersen, John M Salsman, Andrea C Betts, Joel Milam, Kimberly A Miller, Susan K Peterson, Qian Lu, Christabel K Cheung, Lauren V Ghazal, J A Livingston, Michelle A T Hildebrandt, Susan K Parsons, David R Freyer, Michael E Roth

Faculty, Staff and Student Publications

Purpose: This study examines cancer screening rates and the usual source of care among Hispanic survivors of adolescent and young adult (AYA, aged 15-39) cancer, a group at increased risk for poor health outcomes, including secondary cancers.

Methods: National Health Interview Survey data were analyzed to identify Hispanic survivors of AYA cancer and Hispanic age- and sex-matched non-cancer controls. Breast, cervical, and colorectal screening (ever screened and up-to-date according to the U.S. Preventive Services Task Force recommendations) as well as reporting a usual source of care were compared among survivors and controls eligible for screening using multivariable logistic regressions.

Results: …

Minimal Ablative Margin Quantification Using Hepatic Arterial Versus Portal Venous Phase Ct For Colorectal Metastases Segmentation: A Dual-Center, Retrospective Analysis, Noreen S Siddiqi, Yuan-Mao Lin, Jessica Albuquerque Marques Silva, Gregor Laimer, Peter Schullian, Yannick Scharll, Alexandra M Dunker, Caleb S O'Connor, Kyle A Jones, Kristy K Brock, Reto Bale, Bruno C Odisio, Iwan Paolucci

Faculty, Staff and Student Publications

Objective: To compare the predictive value of minimal ablative margin (MAM) quantification using tumor segmentation on intraprocedural contrast-enhanced hepatic arterial (HAP) versus portal venous phase (PVP) CT on local outcomes following percutaneous thermal ablation of colorectal liver metastases (CRLM).

Methods: This dual-center retrospective study included patients undergoing thermal ablation of CRLM with intraprocedural preablation and postablation contrast-enhanced CT imaging between 2009 and 2021. Tumors were segmented in both HAP and PVP CT phases using an artificial intelligence-based auto-segmentation model and reviewed by a trained radiologist. The MAM was quantified using a biomechanical deformable image registration process. The area under the …

Survival-Inferred Fragility Of Statistical Significance In Phase Iii Oncology Trials, Alexander D Sherry, Yufei Liu, Pavlos Msaouel, Timothy A Lin, Alex Koong, Christine Lin, Joseph Abi Jaoude, Roshal R Patel, Ramez Kouzy, Molly B El-Alam, Avital M Miller, Mohannad Owiwi, Jonathan Ofer, David Bomze, Zachary R Mccaw, Tomer Meirson, Ethan B Ludmir

Faculty, Staff and Student Publications

In phase III oncology trials, superiority is defined by statistical significance using P thresholds. However, this approach has been criticized because P is continuous. Here, we reconstruct patient-level data for 230 phase III oncology trials to model the robustness of statistical significance by estimating the survival-inferred fragility index (SIFI), defined as the smallest number of patients changing arms that alters the statistical significance interpretation. The median SIFI was 8 patients (IQR 4-19), representing 1.4% of enrollments (IQR 0.7%-3%). As a continuous statistic, P-but not the significance interpretation-was correlated with SIFI. Moreover, overall survival endpoints were more fragile than surrogate endpoints. …

Feasibility Of Manufacturing And Antitumor Activity Of Til For Advanced Endometrial Cancers, Yongliang Zhang, Kathleen N Moore, Amir A Jazaeri, Judy Fang, Ilabahen Patel, Andrew Yuhas, Patrick Innamarato, Nathan Gilbert, Joseph W Dean, Behzad Damirchi, Joe Yglesias, Rongsu Qi, Michelle R Simpson-Abelson, Erwin Cammaart, Sean R R Hall, Hequn Yin

Faculty, Staff and Student Publications

Lifileucel, a tumor-infiltrating lymphocyte (TIL) cell therapy approved for advanced melanoma, demonstrates promise for treating other solid tumors, including endometrial cancer (EC). The current study evaluates the feasibility of manufacturing TILs from EC tumors using Iovance’s proprietary 22-day Gen2 manufacturing process. Key parameters, including TIL yield, viability, immune phenotype, T-cell receptor clonality, and cytotoxic activity, were assessed. Of the 11 EC tumor samples processed at research scale, 10 (91%) successfully generated >1 × 109 viable TIL cells, with a median yield of 1.1 × 1010 cells and a median viability of 82.8%. Of the four EC tumor samples processed at …

Machine-Learning Driven Strategies For Adapting Immunotherapy In Metastatic Nsclc, Maliazurina B Saad, Qasem Al-Tashi, Lingzhi Hong, Vivek Verma, Wentao Li, Daniel Boiarsky, Shenduo Li, Milena Petranovic, Carol C Wu, Brett W Carter, Girish S Shroff, Tina Cascone, Xiuning Le, Yasir Y Elamin, Mehmet Altan, Simon Heeke, Ajay Sheshadri, Joe Y Chang, Percy P Lee, Zhongxing Liao, Don L Gibbons, Ara A Vaporciyan, J Jack Lee, Ignacio I Wistuba, Cara Haymaker, Seyedali Mirjalili, David Jaffray, Justin F Gainor, Yanyan Lou, Alessandro Di Federico, Federica Pecci, Mark Awad, Biagio Ricciuti, John V Heymach, Natalie I Vokes, Jianjun Zhang, Jia Wu

Faculty, Staff and Student Publications

Immune checkpoint inhibitors (ICIs), either as monotherapy (ICI-Mono) or combined with chemotherapy (ICI-Chemo), improves survival in advanced non-small cell lung cancer (NSCLC). However, prospective guidance for choosing between these options remains limited, and single-feature biomarkers like PD-L1 prove inadequate. We develop a machine learning model using clinicogenomic data from four cohorts (MD Anderson n = 750; Mayo Clinic n = 80; Dana-Farber n = 1077; Stand Up To Cancer n = 393) to predict individual benefit from adding chemotherapy. Benefit scores are calculated using five distinct functions derived from 28 genomic and 6 clinical features. Our integrated model, A-STEP (Attention-based …

Project Evolve: An International Analysis Of Postimmunotherapy Lineage Switch, An Emergent Form Of Relapse In Leukemia, Sara K Silbert, Alexander W Rankin, Chloe N Hoang, Alexandra Semchenkova, Regina M Myers, Elena Zerkalenkova, Hao-Wei Wang, Alexandra E Kovach, Constance M Yuan, Dana Delgado Colon, Loïc Vasseur, Alex Bataller, Samuel John, Kaylyn Utley Lyons, Barbara Friedes, Anna Alonso-Saladrigues, Hisham Abdel-Azim, Estelle Balducci, Ahmed Assim Aljudi, Marie Balsat, D Nathan Biery, Aghiad Chamdin, Bill H Chang, Raymund S Cuevo, Barbara De Moerloose, David S Dickens, Ulrich Duffner, Nicolas Duployez, Firas El Chaer, Michelle Ann Elliott, Gabriele Escherich, Sneha Fernandes, Mandi R Fitzjohn, Zhubin Gahvari, Stephan A Grupp, Rui Rochelle He, Cynthia Harrison, Christopher B Hergott, Emily M Hsieh, Annette S Kim, Dennis J Kuo, Daniel P Larson, Benjamin J Lee, Thibaut Leguay, R Coleman Lindsley, Abhishek A Mangaonkar, Kerstin Mezger, Holly L Pacenta, Jing Pan, Marlie Provost, Latika Puri, Sunil S Raikar, Armando Martinez, Isabella Bristol, Kyle Murphy, Lauren Reiman, Michele Redell, Kelly Reed, Gabrielle Roth-Guepin, Jeremy Rubinstein, Süreyya Savaşan, Kristian Schafernak, Alexandra Stevens, Aimee Talleur, Naomi Torres Carapia, Jacques Vargaftig, Anant Vatsayan, Matthias Wölfl, Liping Zhao, Susana Rives, Vanessa A Fabrizio, Koji Sasaki, Ibrahim Aldoss, Nicolas Boissel, Susan R Rheingold, Kara L Davis, Sara Ghorashian, Elad Jacoby, Alexander Popov, Adam J Lamble, Nirali N Shah

Faculty, Staff and Students Publications

Lineage switch (LS), defined as the immunophenotypic transformation of acute leukemia, has emerged as a mechanism of relapse after antigen-targeted immunotherapy, which is associated with dismal outcomes. Through an international collaborative effort, we identified cases of LS after a host of antigen-targeted therapies (eg, CD19, CD22, CD38, and CD7), described how LS was diagnosed, reviewed treatment approaches, and analyzed overall outcomes for this form of postimmunotherapy relapse. Collectively, 75 cases of LS were evaluated, including 53 (70.7%) cases of B-cell acute lymphoblastic leukemia (B-ALL) transforming to acute myeloid leukemia (AML), 17 (22.7%) cases of B-ALL transforming to mixed phenotypic acute …

Anxious Traits Intensify The Impact Of Depressive Symptoms On Stigma In People Living With Hiv, Alexia Koukopoulos, Antonio Maria D'Onofrio, Alessio Simonetti, Delfina Janiri, Flavio Cherubini, Paolo Vassalini, Letizia Santinelli, Gabriella D'Ettorre, Gabriele Sani, Giovanni Camardese

Faculty, Staff and Students Publications

Background/Objectives: Despite medical advances, stigma remains a major challenge for people living with HIV (PLWH). This study examined clinical, sociodemographic, and psychological predictors of HIV-related stigma, and explored whether affective temperament moderates the impact of depression on stigma.

Methods: This cross-sectional observational study included 97 PLWH attending a tertiary infectious disease unit in Rome, Italy. Participants completed a battery of validated psychometric instruments assessing depressive symptoms, anxiety, manic symptoms, mixed affective states, general psychopathology, impulsivity, and affective temperament. HIV-related stigma was evaluated using the Berger HIV Stigma Scale, which measures personalized stigma, disclosure concerns, negative self-image, and concerns …

A Multi-Modal Pelvic Mri Dataset For Deep Learning-Based Pelvic Organ Segmentation In Endometriosis, Xiaomin Liang, Linda A Alpuing Radilla, Kamand Khalaj, Haaniya Dawoodally, Chinmay Mokashi, Xiaoming Guan, Kirk E Roberts, Sunil A Sheth, Varaha S Tammisetti, Luca Giancardo

Faculty, Staff and Students Publications

Endometriosis affects approximately 190 million females of reproductive age worldwide. Magnetic Resonance Imaging (MRI) has been recommended as the primary non-invasive diagnostic method for endometriosis. This study presents new female pelvic MRI multicenter datasets for endometriosis and shows the baseline segmentation performance of two auto-segmentation pipelines: the self-configuring nnU-Net and RAovSeg, a custom network. The multi-sequence endometriosis MRI scans from two clinical institutions were collected. A multicenter dataset of 51 subjects with manual labels for multiple pelvic structures from three raters was used to assess interrater agreement. A second single-center dataset of 81 subjects with labels for multiple pelvic structures …