Biomedical Informatics Commons^™

Results Of A Randomized Phase Ii Trial Of Paclitaxel And Carboplatin Versus Bleomycin, Etoposide And Cisplatin For Newly Diagnosed And Recurrent Chemonaive Stromal Ovarian Tumors: An Nrg Oncology/Gynecologic Oncology Group Study14, Jubilee Brown, Austin Miller, Laura L Holman, Floor Backes, Christa Nagel, David Bender, David S Miller, Matthew A Powell, Shannon N Westin, Albert Bonebrake, Carolyn Y Muller, Angeles Alvarez Secord, Erin Crane, John Schorge, William P Tew, Anil K Sood, Michael A Bookman, Carol Aghajanian, David M Gershenson

Faculty, Staff and Student Publications

Objectives: To assess the efficacy and toxicity of paclitaxel and carboplatin (PC) compared to bleomycin, etoposide, and cisplatin (BEP) for treatment of newly diagnosed Stage IIA-IV or recurrent chemotherapy-naive ovarian sex cord-stromal tumors (SCST).

Methods: This phase II noninferiority trial randomly assigned patients to receive PC (6 cycles P 175 mg/m2 and C AUC = 6 IV every 3 weeks), or BEP (4 cycles B 20 units/m2 IV push day 1, E 75 mg/m2 IV days 1-5, and cisplatin 20 mg/m2 IV days 1-5 every 3 weeks). The primary endpoint was progression- free survival (PFS). This trial is registered with …

Uterine-Conserving Treatment Options For Atypical Endometrial Hyperplasia And Early Endometrial Cancer, Naomi N Adjei, Mikayla Borthwick Bowen, Roni Nitecki Wilke, Melinda S Yates, Shannon N Westin

Faculty, Staff and Student Publications

Purpose of review: This review aims to synthesize available literature on uterine-conserving treatment options for atypical endometrial hyperplasia and grade 1 endometrial carcinoma while highlighting remaining unanswered questions.

Recent findings: The need for uterine-conserving treatment options for atypical endometrial hyperplasia and grade 1 endometrial carcinoma is growing with the increasing number of cases in younger patients or those who cannot undergo surgery. We reviewed the oncological and reproductive outcomes associated with endocrine therapies used for atypical endometrial hyperplasia and grade 1 endometrial carcinoma. The rising prevalence of delayed childbearing, obesity, and diabetes in reproductive-age individuals and of medical comorbidities associated …

Availability Of Lasers And Hands-On Training In Cosmetic Dermatology In Residency, Bianca Y Kang, Erik J Stratman, Jenny C Hu, Rachel Elsanadi, Tanya Greywal, Kristen M Kelly, Arisa Ortiz, Sami K Saikaly, Kathleen C Suozzi, Diana Bolotin, Kira Minkis, Murad Alam

Faculty, Staff and Student Publications

No abstract provided.

Consensus Molecular Subtyping Of Metastatic Colorectal Cancer Expands Biomarker-Directed Therapeutic Benefit For Patients With Cms1 And Cms2 Tumors, Saikat Chowdhury, Joanne Xiu, Jennifer R Ribeiro, Theodore Nicolaides, Jian Zhang, W Michael Korn, Kelsey A Poorman, Heinz-Josef Lenz, John L Marshall, Matthew J Oberley, George W Sledge, David Spetzler, Scott Kopetz, John Paul Shen

Faculty, Staff and Student Publications

Background: We developed a whole transcriptome sequencing (WTS)-based Consensus Molecular Subtypes (CMS) classifier using FFPE tissue and investigated its prognostic and predictive utility in a large clinico-genomic database of CRC patients (n = 24,939).

Methods: The classifier was trained against the original CMS datasets using an SVM model and validated in an independent blinded TCGA dataset (88.0% accuracy). Kaplan-Meier estimates of overall survival (OS) and time-on-treatment (TOT) were calculated for each CMS (p < 0.05 considered significant).

Results: CMS2 tumors were enriched on left-side of colon and conferred the longest median OS. In RAS-wildtype mCRC, left-sided tumors and CMS2 classification were associated with longer …

A Novel Statistical Framework For Meta-Analysis Of Total Mediation Effect With High-Dimensional Omics Mediators In Large-Scale Genomic Consortia, Zhichao Xu, Peng Wei

Faculty, Staff and Student Publications

Meta-analysis is used to aggregate the effects of interest across multiple studies, while its methodology is largely underexplored in mediation analysis, particularly in estimating the total mediation effect of high-dimensional omics mediators. Large-scale genomic consortia, such as the Trans-Omics for Precision Medicine (TOPMed) program, comprise multiple cohorts with diverse technologies to elucidate the genetic architecture and biological mechanisms underlying complex human traits and diseases. Leveraging the recent established asymptotic standard error of the R-squared (R2)-based mediation effect estimation for high-dimensional omics mediators, we have developed a novel meta-analysis framework requiring only summary statistics and allowing inter-study heterogeneity. Whereas the proposed …

A Festschrift For Janice Kiecolt-Glaser: At The Origin Of Stress And Immunity, Robert Dantzer

Faculty, Staff and Student Publications

No abstract provided.

Calcineurin Inhibition Enhances Caenorhabditis Elegans Lifespan By Defecation Defects-Mediated Calorie Restriction And Nuclear Hormone Signaling, Priyanka Das, Alejandro Aballay, Jogender Singh

Faculty, Staff and Student Publications

Calcineurin is a highly conserved calcium/calmodulin-dependent serine/threonine protein phosphatase with diverse functions. Inhibition of calcineurin is known to enhance the lifespan of Caenorhabditis elegans through multiple signaling pathways. Aiming to study the role of calcineurin in regulating innate immunity, we discover that calcineurin is required for the rhythmic defecation motor program (DMP) in C. elegans. Calcineurin inhibition leads to defects in the DMP, resulting in intestinal bloating, rapid colonization of the gut by bacteria, and increased susceptibility to bacterial infection. We demonstrate that intestinal bloating caused by calcineurin inhibition mimics the effects of calorie restriction, resulting in enhanced lifespan. …

Decitabine, Venetoclax, And Ponatinib For Advanced Phase Chronic Myeloid Leukaemia And Philadelphia Chromosome-Positive Acute Myeloid Leukaemia: A Single-Arm, Single-Centre Phase 2 Trial, Nicholas J Short, Daniel Nguyen, Elias Jabbour, Jayastu Senapati, Zhihong Zeng, Ghayas C Issa, Hussein Abbas, Cedric Nasnas, Wei Qiao, Xuelin Huang, Gautam Borthakur, Kelly Chien, Fadi G Haddad, Naveen Pemmaraju, Omer S Karrar, Danielle Nguyen, Marina Konopleva, Hagop Kantarjian, Farhad Ravandi

Faculty, Staff and Student Publications

BACKGROUND: Advanced phase Philadelphia chromosome-positive myeloid disease-consisting of chronic myeloid leukaemia in the myeloid blast phase and in the accelerated phase, and Philadelphia chromosome-positive acute myeloid leukaemia-is associated with poor outcomes. Although previous studies have suggested the benefit of chemotherapy and BCR::ABL1 tyrosine kinase inhibitor combinations, the optimal regimen is uncertain and prospective studies for this rare group of diseases are scant. Preclinical and retrospective clinical data suggest possible synergy between the BCL-2 inhibitor venetoclax and BCR::ABL1 tyrosine kinase inhibitors. We therefore aimed to design a study to evaluate the safety and activity of a novel combination of decitabine, venetoclax, …

Surgical Predictors Of Clinical Outcome 6 Years After Revision Acl Reconstruction, Rick W Wright, Laura J Huston, Amanda K Haas, Jacquelyn S Pennings, Christina R Allen, Daniel E Cooper, Thomas M Deberardino, Warren R Dunn, Brett Brick A Lantz, Kurt P Spindler, Michael J Stuart, Annunziato Ned Amendola, Christopher C Annunziata, Robert A Arciero, Bernard R Bach, Champ L Baker, Arthur R Bartolozzi, Keith M Baumgarten, Jeffrey H Berg, Geoffrey A Bernas, Stephen F Brockmeier, Robert H Brophy, Charles A Bush-Joseph, J Brad Butler, James L Carey, James E Carpenter, Brian J Cole, Jonathan M Cooper, Charles L Cox, R Alexander Creighton, Tal S David, David C Flanigan, Robert W Frederick, Theodore J Ganley, Charles J Gatt, Steven R Gecha, James Robert Giffin, Sharon L Hame, Jo A Hannafin, Christopher D Harner, Norman Lindsay Harris, Keith S Hechtman, Elliott B Hershman, Rudolf G Hoellrich, David C Johnson, Timothy S Johnson, Morgan H Jones, Christopher C Kaeding, Ganesh V Kamath, Thomas E Klootwyk, Bruce A Levy, C Benjamin Ma, G Peter Maiers, Robert G Marx, Matthew J Matava, Gregory M Mathien, David R Mcallister, Eric C Mccarty, Robert G Mccormack, Bruce S Miller, Carl W Nissen, Daniel F O'Neill, Brett D Owens, Richard D Parker, Mark L Purnell, Arun J Ramappa, Michael A Rauh, Arthur C Rettig, Jon K Sekiya, Kevin G Shea, Orrin H Sherman, James R Slauterbeck, Matthew V Smith, Jeffrey T Spang, Steven J Svoboda, Timothy N Taft, Joachim J Tenuta, Edwin M Tingstad, Armando F Vidal, Darius G Viskontas, Richard A White, James S Williams, Michelle L Wolcott, Brian R Wolf, James J York

Faculty, Staff and Student Publications

Background: Revision anterior cruciate ligament (ACL) reconstruction has been documented to have inferior outcomes compared with primary ACL reconstruction. The reasons why remain unknown.

Purpose: To determine whether surgical factors performed at the time of revision ACL reconstruction can influence a patient's outcome at 6-year follow-up.

Study design: Cohort study; Level of evidence, 2.

Methods: Patients who underwent revision ACL reconstruction were identified and prospectively enrolled between 2006 and 2011. Data collected included baseline patient characteristics, surgical technique and pathology, and a series of validated patient-reported outcome instruments: Knee injury and Osteoarthritis Outcome Score (KOOS), International Knee Documentation Committee (IKDC) …

Therapeutic Targeting Of Hypoxia Inducible Factor In Acute Respiratory Distress Syndrome, Thu T Tran, Holger K Eltzschig, Xiaoyi Yuan

Faculty, Staff and Student Publications

Acute respiratory distress syndrome (ARDS) is characterized by bilateral chest infiltration and acute hypoxic respiratory failure. ARDS carries significant morbidity and mortality despite advancements in medical management, calling for the development of novel therapeutic targets. Hypoxia-inducible factor (HIF) is a heterodimeric protein involved in various essential pathways, including metabolic reprogramming, immune modulation, angiogenesis and cell cycle regulation. HIF is routinely degraded in homeostasis conditions via the prolyl hydroxylase domain/von Hippel-Lindau protein pathway. However, HIF is stabilized in ARDS via various mechanisms (oxygen-dependent and independent) as an endogenous protective pathway and plays multifaceted roles in different cell populations. This review focuses …

Intraoperative Methadone Administration For Total Mastectomy: A Single Center Retrospective Study, Juan P Cata, Yusuf Zaidi, Juan Jose Guerra-Londono, Evan D Kharasch, Matthew Piotrowski, Spencer Kee, Nicolas A Cortes-Mejia, Jose Miguel Gloria-Escobar, Peter F Thall, Ruitao Lin

Faculty, Staff and Student Publications

Background: Breast cancer is the most frequent type of cancer and the second leading cause of cancer-related mortality in women. Mastectomies remain a key component of the treatment of non-metastatic breast cancer, and strategies to treat acute postoperative pain, a complication affecting nearly all patients undergoing surgery, continues to be an important clinical challenge. This study aimed to determine the impact of intraoperative methadone administration compared to conventional short-acting opioids on pain-related perioperative outcomes in women undergoing a mastectomy.

Methods: This single-center retrospective study included adult women undergoing total mastectomy. The primary outcome of this study was postoperative pain intensity …

Global Statement Defining Interventional Radiology-Have We Reached The Tipping Point?, Robert A Morgan, Parag J Patel, Christoph Binkert, Alda Tam

Faculty, Staff and Student Publications

No abstract provided.

Localized Intratumoral Delivery Of Immunomodulators For Oral Cancer And Oral Potentially Malignant Disorders, Nourhan I Hussein, Andrea H Molina, Gemalene M Sunga, Moran Amit, Yu Leo Lei, Xiao Zhao, Jeffrey D Hartgerink, Andrew G Sikora, Simon Young

Faculty, Staff and Student Publications

Immunotherapy has developed into an important modality of modern cancer treatment. Unfortunately, checkpoint inhibitor immunotherapies are currently delivered systemically and require frequent administration, which can result in toxicity and severe, sometimes fatal, adverse events. Localized delivery of immunomodulators for oral cancer and oral potentially malignant disorders offers the promise of maximum therapeutic potential and reduced systemic adverse effects. This review will discuss the limitations of current standard-of-care systemic therapies and highlight research advances in localized, intratumoral delivery platforms for immunotherapy for oral cancer and oral potentially malignant disorders.

Association Analysis Of Mitochondrial Dna Heteroplasmic Variants: Methods And Application, Xianbang Sun, Katia Bulekova, Jian Yang, Meng Lai, Achilleas N Pitsillides, Xue Liu, Yuankai Zhang, Xiuqing Guo, Qian Yong, Laura M Raffield, Jerome I Rotter, Stephen S Rich, Goncalo Abecasis, April P Carson, Ramachandran S Vasan, Joshua C Bis, Bruce M Psaty, Eric Boerwinkle, Annette L Fitzpatrick, Claudia L Satizabal, Dan E Arking, Jun Ding, Daniel Levy, Chunyu Liu

Faculty, Staff and Student Publications

We rigorously assessed a comprehensive association testing framework for heteroplasmy, employing both simulated and real-world data. This framework employed a variant allele fraction (VAF) threshold and harnessed multiple gene-based tests for robust identification and association testing of heteroplasmy. Our simulation studies demonstrated that gene-based tests maintained an appropriate type I error rate at α = 0.001. Notably, when 5 % or more heteroplasmic variants within a target region were linked to an outcome, burden-extension tests (including the adaptive burden test, variable threshold burden test, and z-score weighting burden test) outperformed the sequence kernel association test (SKAT) and the original burden …

Evaluation Of Chronic Pancreatitis Prognosis Score In An American Cohort, Soo Kyung Park, Darwin L Conwell, Phil A Hart, Shuang Li, Kimberly Stello, Evan L Fogel, William E Fisher, Christopher E Forsmark, Stephen J Pandol, Walter G Park, Mark Topazian, Jose Serrano, Santhi Swaroop Vege, Stephen K Van Den Eeden, Liang Li, Dhiraj Yadav, Jami L Saloman

Faculty, Staff and Student Publications

Introduction: Chronic Pancreatitis Prognosis Score (COPPS) was developed to discriminate disease severity and predict risk for future hospitalizations. In this cohort study, we evaluated if COPPS predicts the likelihood of hospitalization(s) in an American cohort.

Methods: The Chronic Pancreatitis, Diabetes, and Pancreatic Cancer consortium provided data and serum from subjects with chronic pancreatitis (N = 279). COPPS was calculated with baseline data and stratified by severity (low, moderate, and high). Primary endpoints included number and duration of hospitalizations during 12-month follow-up.

Results: The mean ± SD COPPS was 8.4 ± 1.6. COPPS correlated with all primary outcomes: hospitalizations for any …

Antibiotic-Associated Neutropenia Is Marked By The Depletion Of Intestinal Lachnospiraceae And Associated Metabolites In Pediatric Patients, Josaura Fernandez-Sanchez, Rachel Rodgers, Arushana A Maknojia, Nusrat Shaikh, Hannah Yan, Marlyd E Mejia, Hope Hendricks, Robert R Jenq, Pavan Reddy, Ritu Banerjee, Jeremy M Schraw, Megan T Baldridge, Katherine Y King

Faculty, Staff and Student Publications

Prolonged antibiotic exposure causes dangerous hematologic side effects, including neutropenia, in up to 34% of patients. Murine studies established a link between the intestinal microbiota and hematopoiesis. To identify factors that predispose to neutropenia in pediatric patients, we evaluated changes in microbiota‐derived metabolites and intestinal microbiota composition after prolonged courses of antibiotics. In this multi‐center study, patients with infections requiring anticipated antibiotic treatment of two or more weeks were enrolled. Stool samples were obtained at the start and completion of antibiotics or at neutropenia onset (prospective arm). Some patients were enrolled in a retrospective arm in which a stool sample …

Omnidirectional Wireless Power Transfer For Millimetric Magnetoelectric Biomedical Implants, Wei Wang, Zhanghao Yu, Yiwei Zou, Joshua E Woods, Prahalad Chari, Yumin Su, Jacob T Robinson, Kaiyuan Yang

Faculty, Staff and Students Publications

Miniature bioelectronic implants promise revolutionary therapies for cardiovascular and neurological disorders. Wireless power transfer (WPT) is a significant method for miniaturization, eliminating the need for bulky batteries in today’s devices. Despite successful demonstrations of millimetric battery-free implants in animal models, the robustness and efficiency of WPT are known to degrade significantly under misalignment incurred by body movements, respiration, heart beating, and limited control of implant orientation during surgery. This paper presents an omnidirectional WPT platform for millimetric bioelectronic implants, employing the emerging magnetoelectric (ME) WPT modality, and “magnetic field steering” technique based on multiple transmitter (TX) coils. To accurately sense …

Car-Redirected Natural Killer T Cells Demonstrate Superior Antitumor Activity To Car-T Cells Through Multimodal Cd1d-Dependent Mechanisms, Xin Zhou, Ying Wang, Zhangqi Dou, Gloria Delfanti, Ourania Tsahouridis, Caroline Marnata Pellegry, Manuela Zingarelli, Gatphan Atassi, Mark G Woodcock, Giulia Casorati, Paolo Dellabona, William Y Kim, Linjie Guo, Barbara Savoldo, Ageliki Tsagaratou, J Justin Milner, Leonid S Metelitsa, Gianpietro Dotti

Faculty, Staff and Students Publications

Human natural killer T (NKT) cells have been proposed as a promising cell platform for chimeric antigen receptor (CAR) therapy in solid tumors. Here we generated murine CAR-NKT cells and compared them with CAR-T cells in immune-competent mice. Both CAR-NKT cells and CAR-T cells showed similar antitumor effects in vitro, but CAR-NKT cells showed superior antitumor activity in vivo via CD1d-dependent immune responses in the tumor microenvironment. Specifically, we show that CAR-NKT cells eliminate CD1d-expressing M2-like macrophages. In addition, CAR-NKT cells promote epitope spreading and activation of endogenous T cell responses against tumor-associated neoantigens. Finally, we observed that CAR-NKT cells …

Loss-Of-Function In Rbbp5 Results In A Syndromic Neurodevelopmental Disorder Associated With Microcephaly, Yue Huang, Kristy L Jay, Alden Yen-Wen Huang, Jijun Wan, Sharayu V Jangam, Odelia Chorin, Annick Rothschild, Ortal Barel, Milena Mariani, Maria Iascone, Han Xue, Undiagnosed Diseases Network, Jing Huang, Cyril Mignot, Boris Keren, Virginie Saillour, Annelise Y Mah-Som, Stephanie Sacharow, Farrah Rajabi, Carrie Costin, Shinya Yamamoto, Oguz Kanca, Hugo J Bellen, Jill A Rosenfeld, Christina G S Palmer, Stanley F Nelson, Michael F Wangler, Julian A Martinez-Agosto

Faculty, Staff and Students Publications

PURPOSE: Epigenetic dysregulation has been associated with many inherited disorders. RBBP5 (HGNC:9888) encodes a core member of the protein complex that methylates histone 3 lysine-4 and has not been implicated in human disease.

METHODS: We identify 5 unrelated individuals with de novo heterozygous variants in RBBP5. Three nonsense/frameshift and 2 missense variants were identified in probands with neurodevelopmental symptoms, including global developmental delay, intellectual disability, microcephaly, and short stature. Here, we investigate the pathogenicity of the variants through protein structural analysis and transgenic Drosophila models.

RESULTS: Both missense p.(T232I) and p.(E296D) variants affect evolutionarily conserved amino acids located at the …

Identification Of Single-Cell Blasts In Pediatric Acute Myeloid Leukemia Using An Autoencoder, Alice Driessen, Susanne Unger, An-Phi Nguyen, Rhonda E Ries, Soheil Meshinchi, Stefanie Kreutmair, Chiara Alberti, Pavel Sumazin, Richard Aplenc, Michele S Redell, Burkhard Becher, María Rodríguez Martínez

Faculty, Staff and Students Publications

Pediatric acute myeloid leukemia (AML) is an aggressive blood cancer with a poor prognosis and high relapse rate. Current challenges in the identification of immunotherapy targets arise from patient-specific blast immunophenotypes and their change during disease progression. To overcome this, we present a new computational research tool to rapidly identify malignant cells. We generated single-cell flow cytometry profiles of 21 pediatric AML patients with matched samples at diagnosis, remission, and relapse. We coupled a classifier to an autoencoder for anomaly detection and classified malignant blasts with 90% accuracy. Moreover, our method assigns a developmental stage to blasts at the single-cell …

Xenomake: A Pipeline For Processing And Sorting Xenograft Reads From Spatial Transcriptomic Experiments, Benjamin S Strope, Katherine E Pendleton, William Z Bowie, Gloria V Echeverria, Qian Zhu

Faculty, Staff and Students Publications

SUMMARY: Xenograft models are attractive models that mimic human tumor biology and permit one to perturb the tumor microenvironment and study its drug response. Spatially resolved transcriptomics (SRT) provides a powerful way to study the organization of xenograft models, but currently there is a lack of specialized pipeline for processing xenograft reads originated from SRT experiments. Xenomake is a standalone pipeline for the automated handling of spatial xenograft reads. Xenomake handles read processing, alignment, xenograft read sorting, and connects well with downstream spatial analysis packages. We additionally show that Xenomake can correctly assign organism-specific reads, reduce sparsity of data by …

Pharmacogenomic Insights In Psychiatric Care: Uncovering Novel Actionability, Allele-Specific Cyp2d6 Copy Number Variation, And Phenoconversion In 15,000 Patients, Jai N Patel, Sarah A Morris, Raul Torres, Brooke Rhead, Chris Vlangos, Daniel J Mueller, Lisa C Brown, Hailey Lefkofsky, Muneer Ali, Francisco M De La Vega, Kathleen C Barnes, Anthony Zoghbi, Joseph D Stanton, Marcus A Badgeley

Faculty, Staff and Students Publications

Pharmacogenomic testing has emerged as an aid in clinical decision making for psychiatric providers, but more data is needed regarding its utility in clinical practice and potential impact on patient care. In this cross-sectional study, we determined the real-world prevalence of pharmacogenomic actionability in patients receiving psychiatric care. Potential actionability was based on the prevalence of CYP2C19 and CYP2D6 phenotypes, including CYP2D6 allele-specific copy number variations (CNVs). Combined actionability additionally incorporated CYP2D6 phenoconversion and the novel CYP2C-TG haplotype in patients with available medication data. Across 15,000 patients receiving clinical pharmacogenomic testing, 65% had potentially actionable CYP2D6 and CYP2C19 phenotypes, and …

Circulating Galectin-3: A Prognostic Biomarker In Hepatocellular Carcinoma, Shadi Chamseddine, Betul Gok Yavuz, Yehia I Mohamed, Sunyoung S Lee, James C Yao, Zishuo Ian Hu, Michael Lapelusa, Lianchun Xiao, Ryan Sun, Jeffrey S Morris, Rikita I Hatia, Manal Hassan, Dan G Duda, Maria Diab, Amr Mohamed, Ahmed Nassar, Hesham M Amin, Ahmed Omar Kaseb

Faculty, Staff and Student Publications

INTRODUCTION: Galectin-3 plays critical roles in the adhesion, proliferation, and differentiation of tumor cells. Recent data have suggested that galectin-3 plays a role in the development of hepatocellular carcinoma (HCC); however, its prognostic value has not been validated. The aim of our study was to evaluate the clinical and prognostic value of galectin-3 in patients with HCC.

METHODS: We prospectively enrolled and collected clinicopathologic data and serum samples from 767 patients with HCC between 2001 and 2014 at The University of Texas MD Anderson Cancer Center. Two hundred patients without HCC were also enrolled and had data collected. The Kaplan-Meier …

Optimal Infused Cd34+ Cell Dose In Multiple Myeloma Patients Undergoing Upfront Autologous Hematopoietic Stem Cell Transplantation, Oren Pasvolsky, Curtis Marcoux, Denái R Milton, Babar Pal, Mark R Tanner, Qaiser Bashir, Samer Srour, Jaehyun Lee, Neeraj Saini, Paul Lin, Jeremy Ramdial, Yago Nieto, Guilin Tang, Yosra Aljawai, Partow Kebriaei, Melody R Becnel, Hans C Lee, Krina K Patel, Sheeba K Thomas, Robert Z Orlowski, Elizabeth J Shpall, Richard E Champlin, Muzaffar H Qazilbash

Faculty, Staff and Student Publications

Autologous transplantation remains the standard of care for eligible multiple myeloma (MM) patients, yet optimal CD34+ cell dose remains unclear. We conducted a retrospective study on MM patients undergoing upfront transplant between 2005 and 2021 and divided them into low (≤2.5 × 106 cells/kg) and high (>2.5 × 106 cells/kg) CD34+ dose groups. We included 2479 patients, 95 in the low CD34+ group and 2384 in the high CD34+ group. Patients in the low CD34+ group were older (63.2 vs 61.1 years, p = 0.013), more often had R-ISS III (19% vs 9%, p = 0.014), received plerixafor (60% …

Question Answering For Electronic Health Records: Scoping Review Of Datasets And Models, Jayetri Bardhan, Kirk Roberts, Daisy Zhe Wang

Faculty, Staff and Student Publications

Background: Question answering (QA) systems for patient-related data can assist both clinicians and patients. They can, for example, assist clinicians in decision-making and enable patients to have a better understanding of their medical history. Substantial amounts of patient data are stored in electronic health records (EHRs), making EHR QA an important research area. Because of the differences in data format and modality, this differs greatly from other medical QA tasks that use medical websites or scientific papers to retrieve answers, making it critical to research EHR QA.

Objective: This study aims to provide a methodological review of existing works on …

Tumor-Associated Tractography Derived From High-Angular-Resolution Q-Space Mri May Predict Patterns Of Cellular Invasion In Glioblastoma, Owen P Leary, John P Zepecki, Mattia Pizzagalli, Steven A Toms, David D Liu, Yusuke Suita, Yao Ding, Jihong Wang, Renjie He, Caroline Chung, Clifton D Fuller, Jerrold L Boxerman, Nikos Tapinos, Richard J Gilbert

Faculty, Staff and Student Publications

BACKGROUND: The invasion of glioblastoma cells beyond the visible tumor margin depicted by conventional neuroimaging is believed to mediate recurrence and predict poor survival. Radiomic biomarkers that are associated with the direction and extent of tumor infiltration are, however, non-existent.

METHODS: Patients from a single center with newly diagnosed glioblastoma (

RESULTS: In the principal enrollment cohort of patients with glioblastoma, all cases displayed tractography patterns with tumor-intersecting tract bundles extending into brain parenchyma, a phenotype which was reproduced in PDX mice as well as in a larger comparison cohort of glioblastoma patients (

CONCLUSIONS: QSI discriminates tumor-specific patterns of …

Enhancing Surgical Guidance: Deep Learning-Based Liver Vessel Segmentation In Real-Time Ultrasound Video Frames, Muhammad Awais, Mais Al Taie, Caleb S O'Connor, Austin H Castelo, Belkacem Acidi, Hop S Tran Cao, Kristy K Brock

Faculty, Staff and Student Publications

Background/objectives: In the field of surgical medicine, the planning and execution of liver resection procedures present formidable challenges, primarily attributable to the intricate and highly individualized nature of liver vascular anatomy. In the current surgical milieu, intraoperative ultrasonography (IOUS) has become indispensable; however, traditional 2D ultrasound imaging's interpretability is hindered by noise and speckle artifacts. Accurate identification of critical structures for preservation during hepatectomy requires advanced surgical skills.

Methods: An AI-based model that can help detect and recognize vessels including the inferior vena cava (IVC); the right (RHV), middle (MHV), and left (LVH) hepatic veins; the portal vein (PV) and …

Tumour-Intrinsic Pdl1 Signals Regulate The Chk2 Dna Damage Response In Cancer Cells And Mediate Resistance To Chk1 Inhibitors, Clare E Murray, Anand V R Kornepati, Carlos Ontiveros, Yiji Liao, Bárbara De La Peña Avalos, Cody M Rogers, Zexuan Liu, Yilun Deng, Haiyan Bai, Suresh Kari, Alvaro S Padron, Jacob T Boyd, Ryan Reyes, Curtis A Clark, Robert S Svatek, Rong Li, Yanfen Hu, Meiling Wang, José R Conejo-Garcia, Lauren A Byers, Kavya Ramkumar, Anil K Sood, Jung-Min Lee, Christin E Burd, Ratna K Vadlamudi, Harshita B Gupta, Weixing Zhao, Eloïse Dray, Patrick Sung, Tyler J Curiel

Faculty, Staff and Student Publications

Background: Aside from the canonical role of PDL1 as a tumour surface-expressed immune checkpoint molecule, tumour-intrinsic PDL1 signals regulate non-canonical immunopathological pathways mediating treatment resistance whose significance, mechanisms, and therapeutic targeting remain incompletely understood. Recent reports implicate tumour-intrinsic PDL1 signals in the DNA damage response (DDR), including promoting homologous recombination DNA damage repair and mRNA stability of DDR proteins, but many mechanistic details remain undefined.

Methods: We genetically depleted PDL1 from transplantable mouse and human cancer cell lines to understand consequences of tumour-intrinsic PDL1 signals in the DNA damage response. We complemented this work with studies of primary human tumours …

Volumetric Ct Assessment Of In Situ Induced Hepatic Lesions In A Transgenic Swine Model, Derek Smetanick, Danielle Stolley, David Fuentes, Natalie W Fowlkes, Faith Shakoor, Maria Sophia Stenkamp, Samantha Hicks, Steve Parrish, Erik Cressman

Faculty, Staff and Student Publications

The growth rate of in situ-induced hepatic lesions in an Oncopig large animal model is quantitatively assessed. Oncopigs (n = 9) received baseline triple-phase CT scans prior to lesion induction. Lesions were subsequently induced by delivering the Ad-Cre vector to four locations in the liver. Triple-phase CT scans were obtained weekly to track the growth of the lesions. Animals were sacrificed at 14, 21, or 28 days (n = 3 in each group). The overall success rate of lesion generation was ~78%. Histopathology sections consistently revealed lesions that were highly inflammatory and consisted of a large leukocyte population without clear …

Type I Met Inhibitors Cooperate With Pd-1 Blockade To Promote Rejection Of Hepatocellular Carcinoma, Ricardo Deazevedo, Madeline Steiner, Broderick X Turner, Arthur Liu, Sherwin Newton, Joanna Schmidt, Rachel Fleming, Angelica Tolentino, Ahmed O Kaseb, Michael A Curran

Faculty, Staff and Student Publications

Blockade of the immune checkpoints programmed death-1 (PD-1) and cytotoxic lymphocyte antigen 4 has improved outcomes for patients with hepatocellular carcinoma (HCC), yet most still fail to achieve objective clinical benefit. MET plays key roles in both HCC tumorigenesis and immunosuppressive conditioning; however, inhibition of MET causes upregulation of PD-ligand 1 (PD-L1) suggesting the use of these inhibitors in the context of PD-1 blockade. We sought to investigate across the Hepa1-6, HCA-1 and diethylnitrosamine (DEN) models of HCC whether the combination of more specific type I versus more pleiotropic type II MET inhibitors would confer superior outcomes in combination with …