Digital Commons Network^™

Generative Pre-Trained Transformers (Gpt) And Space Health: A Potential Frontier In Astronaut Health During Exploration Missions, Ethan Waisberg, Joshua Ong, Mouayad Masalkhi, Nasif Zaman, Sharif Amit Kamran, Prithul Sarker, Andrew G Lee, Alireza Tavakkoli

Faculty, Staff and Student Publications

In anticipation of space exploration where astronauts are traveling away from Earth, and for longer durations with an increasing communication lag, artificial intelligence (AI) frameworks such as large language learning models (LLMs) that can be trained on Earth can provide real-time answers. This emerging technology may be helpful for acute medical emergencies, particularly in austere and distant space environments. In this manuscript, we provide an overview of generative pre-trained transformer (GPT) technology, a rapidly emerging AI technology, and implications, considerations, and limitations of such technology for space health.

Vincristine Enhances The Efficacy Of Mek Inhibitors In Preclinical Models Of Kras-Mutant Colorectal Cancer, Susmita Ghosh, Fan Fan, Reid T Powell, Jason Roszik, Yong Sung Park, Clifford Stephan, Manu Sebastian, Lin Tan, Alexey V Sorokin, Philip L Lorenzi, Scott Kopetz, Lee M Ellis, Rajat Bhattacharya

Faculty, Staff and Student Publications

Mutations in KRAS are found in more than 50% of tumors from patients with metastatic colorectal cancer (mCRC). However, direct targeting of most KRAS mutations is difficult; even the recently developed KRASG12C inhibitors failed to show significant benefit in patients with mCRC. Single agents targeting mitogen-activated protein kinase kinase (MEK), a downstream mediator of RAS, have also been ineffective in colorectal cancer. To identify drugs that can enhance the efficacy of MEK inhibitors, we performed unbiased high-throughput screening using colorectal cancer spheroids. We used trametinib as the anchor drug and examined combinations of trametinib with the NCI-approved Oncology Library version …

Rewiring Cancer Drivers To Activate Apoptosis, Sai Gourisankar, Andrey Krokhotin, Wenzhi Ji, Xiaofan Liu, Chiung-Ying Chang, Samuel H Kim, Zhengnian Li, Wendy Wenderski, Juste M Simanauskaite, Haopeng Yang, Hannes Vogel, Tinghu Zhang, Michael R Green, Nathanael S Gray, Gerald R Crabtree

Faculty, Staff and Student Publications

Genes that drive the proliferation, survival, invasion and metastasis of malignant cells have been identified for many human cancers1-4. Independent studies have identified cell death pathways that eliminate cells for the good of the organism5,6. The coexistence of cell death pathways with driver mutations suggests that the cancer driver could be rewired to activate cell death using chemical inducers of proximity (CIPs). Here we describe a new class of molecules called transcriptional/epigenetic CIPs (TCIPs) that recruit the endogenous cancer driver, or a downstream transcription factor, to the promoters of cell death genes, thereby activating their expression. We focused on diffuse …

Low-Grade Intestinal Inflammation Two Decades After Pelvic Radiotherapy, Sravani Devarakonda, Annika Thorsell, Per Hedenström, Azar Rezapour, Lisen Heden, Sanghita Banerjee, Malin E V Johansson, George Birchenough, Amelie Toft Morén, Karin Gustavsson, Viktor Skokic, Victor L Pettersson, Fei Sjöberg, Marie Kalm, Mohammad Al Masri, Michaela Ekh, Henrik Fagman, Mats Wolving, Rosie Perkins, Rodrigo A Morales, Francisca Castillo, Eduardo J Villablanca, Ulf Yrlid, Karin Bergmark, Gunnar Steineck, Cecilia Bull

Faculty, Staff and Student Publications

BACKGROUND: Radiotherapy is effective in the treatment of cancer but also causes damage to non-cancerous tissue. Pelvic radiotherapy may produce chronic and debilitating bowel symptoms, yet the underlying pathophysiology is still undefined. Most notably, although pelvic radiotherapy causes an acute intestinal inflammation there is no consensus on whether the late-phase pathophysiology contains an inflammatory component or not. To address this knowledge gap, we examined the potential presence of a chronic inflammation in mucosal biopsies from irradiated pelvic cancer survivors.

METHODS: We biopsied 24 cancer survivors two to 20 years after pelvic radiotherapy, and four non-irradiated controls. Using tandem mass tag …

Role Of Circulating Mitochondria In Venous Thrombosis In Glioblastoma, Ricardo Gonzalez-Delgado, Nina M Muñoz, Wendolyn Carlos-Alcalde, Min Soon Cho, Hani Lee, Jeff Jin, Victoria Serpas, Olga Gorlova, Rahul A Sheth, Vahid Afshar-Kharghan

Faculty, Staff and Student Publications

Background: Many patients with glioblastoma multiforme (GBM) develop deep venous thrombosis or pulmonary emboli. Cell-free circulating mitochondria increase after brain injury and are associated with coagulopathy.

Objectives: This study evaluated whether mitochondria play a role in the GBM-induced hypercoagulable state.

Methods: We examined the correlation between cell-free circulating mitochondria and venous thrombosis in patients with GBM and the impact of mitochondria on venous thrombosis in mice with inferior vena cava stenosis.

Results: Using plasma samples of 82 patients with GBM, we found that patients with GBM had a higher number of mitochondria in their plasma (GBM with venous thromboembolism [VTE],: …

A Review Of A Strategic Roadmapping Exercise To Advance Clinical Translation Of Photoacoustic Imaging: From Current Barriers To Future Adoption, Hisham Assi, Rui Cao, Madhura Castelino, Ben Cox, Fiona J Gilbert, Janek Gröhl, Kurinchi Gurusamy, Lina Hacker, Aoife M Ivory, James Joseph, Ferdinand Knieling, Martin J Leahy, Ledia Lilaj, Srirang Manohar, Igor Meglinski, Carmel Moran, Andrea Murray, Alexander A Oraevsky, Mark D Pagel, Manojit Pramanik, Jason Raymond, Mithun Kuniyil Ajith Singh, William C Vogt, Lihong Wang, Shufan Yang, Members Of Ipasc, Sarah E Bohndiek

Faculty, Staff and Student Publications

Photoacoustic imaging (PAI), also referred to as optoacoustic imaging, has shown promise in early-stage clinical trials in a range of applications from inflammatory diseases to cancer. While the first PAI systems have recently received regulatory approvals, successful adoption of PAI technology into healthcare systems for clinical decision making must still overcome a range of barriers, from education and training to data acquisition and interpretation. The International Photoacoustic Standardisation Consortium (IPASC) undertook an community exercise in 2022 to identify and understand these barriers, then develop a roadmap of strategic plans to address them. Here, we outline the nature and scope of …

Long-Term Patient-Reported Outcomes In A Population-Based Cohort Following Radiotherapy Vs Surgery For Oropharyngeal Cancer, Michael J Dohopolski, Kevin Diao, Katherine A Hutcheson, Neil S Akhave, Ryan P Goepfert, Weiguo He, Xiudong Jennifer Lei, Susan K Peterson, Yu Shen, Baran D Sumer, Benjamin D Smith, David J Sher

Faculty, Staff and Student Publications

IMPORTANCE: Oncologic outcomes are similar for patients with oropharyngeal squamous cell carcinoma (OPSCC) treated with primary surgery or radiotherapy. However, comparative differences in long-term patient-reported outcomes (PROs) between modalities are less well established.

OBJECTIVE: To determine the association between primary surgery or radiotherapy and long-term PROs.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study used the Texas Cancer Registry to identify survivors of OPSCC treated definitively with primary radiotherapy or surgery between January 1, 2006, and December 31, 2016. Patients were surveyed in October 2020 and April 2021.

EXPOSURES: Primary radiotherapy and surgery for OPSCC.

MAIN OUTCOMES AND MEASURES: Patients completed …

The Influence Of Political Ideology On Awareness Of Hpv And Hpv Vaccine Among Adults In The United States, Onyema Greg Chido-Amajuoyi, Henry Onyeaka, Hermioni Amonoo, Sanjay Shete

Faculty, Staff and Student Publications

This study aimed to investigate the association between political ideology and awareness of HPV and HPV vaccine among US adults. Study data were derived from Health Information National Trends Survey 5 Cycle 4, a 2020 cross-sectional survey of US adults. Multivariable logistic regressions were conducted to examine the association between political ideology with HPV and HPV vaccine awareness. A total of 3418 adults participated in the study, with the majority being non-Hispanic White individuals and women. The results showed that 66.1% and 62.3% of the participants were aware of HPV and HPV vaccine, respectively. A total of 36.9%, 29.7% and …

Cell-Type-Specific Prediction Of 3d Chromatin Organization Enables High-Throughput In Silico Genetic Screening, Jimin Tan, Nina Shenker-Tauris, Javier Rodriguez-Hernaez, Eric Wang, Theodore Sakellaropoulos, Francesco Boccalatte, Palaniraja Thandapani, Jane Skok, Iannis Aifantis, David Fenyö, Bo Xia, Aristotelis Tsirigos

Faculty, Staff and Student Publications

Investigating how chromatin organization determines cell-type-specific gene expression remains challenging. Experimental methods for measuring three-dimensional chromatin organization, such as Hi-C, are costly and have technical limitations, restricting their broad application particularly in high-throughput genetic perturbations. We present C.Origami, a multimodal deep neural network that performs de novo prediction of cell-type-specific chromatin organization using DNA sequence and two cell-type-specific genomic features-CTCF binding and chromatin accessibility. C.Origami enables in silico experiments to examine the impact of genetic changes on chromatin interactions. We further developed an in silico genetic screening approach to assess how individual DNA elements may contribute to chromatin organization and …

Prospective Evaluation Of In Vivo And Phantom Repeatability And Reproducibility Of Diffusion-Weighted Mri Sequences On 15 T Mri-Linear Accelerator (Mr-Linac) And Mr Simulator Devices For Head And Neck Cancers, Brigid A Mcdonald, Travis Salzillo, Samuel Mulder, Sara Ahmed, Alex Dresner, Kathryn Preston, Renjie He, John Christodouleas, Abdallah S R Mohamed, Marielle Philippens, Petra Van Houdt, Daniela Thorwarth, Jihong Wang, Amita Shukla Dave, Michael Boss, Clifton D Fuller

Faculty, Staff and Student Publications

INTRODUCTION: Diffusion-weighted imaging (DWI) on MRI-linear accelerator (MR-linac) systems can potentially be used for monitoring treatment response and adaptive radiotherapy in head and neck cancers (HNC) but requires extensive validation. We performed technical validation to compare six total DWI sequences on an MR-linac and MR simulator (MR sim) in patients, volunteers, and phantoms.

METHODS: Ten human papillomavirus-positive oropharyngeal cancer patients and ten healthy volunteers underwent DWI on a 1.5 T MR-linac with three DWI sequences: echo planar imaging (EPI), split acquisition of fast spin echo signals (SPLICE), and turbo spin echo (TSE). Volunteers were also imaged on a 1.5 T …

Diverse Clonal Fates Emerge Upon Drug Treatment Of Homogeneous Cancer Cells, Yogesh Goyal, Gianna T Busch, Maalavika Pillai, Jingxin Li, Ryan H Boe, Emanuelle I Grody, Manoj Chelvanambi, Ian P Dardani, Benjamin Emert, Nicholas Bodkin, Jonas Braun, Dylan Fingerman, Amanpreet Kaur, Naveen Jain, Pavithran T Ravindran, Ian A Mellis, Karun Kiani, Gretchen M Alicea, Mitchell E Fane, Syeda Subia Ahmed, Haiyin Li, Yeqing Chen, Cedric Chai, Jessica Kaster, Russell G Witt, Rossana Lazcano, Davis R Ingram, Sarah B Johnson, Khalida Wani, Margaret C Dunagin, Alexander J Lazar, Ashani T Weeraratna, Jennifer A Wargo, Meenhard Herlyn, Arjun Raj

Faculty, Staff and Student Publications

Even among genetically identical cancer cells, resistance to therapy frequently emerges from a small subset of those cells1-7. Molecular differences in rare individual cells in the initial population enable certain cells to become resistant to therapy7-9; however, comparatively little is known about the variability in the resistance outcomes. Here we develop and apply FateMap, a framework that combines DNA barcoding with single-cell RNA sequencing, to reveal the fates of hundreds of thousands of clones exposed to anti-cancer therapies. We show that resistant clones emerging from single-cell-derived cancer cells adopt molecularly, morphologically and …

Outcomes In Anca-Associated Vasculitis In Scotland: Validation Of The Renal Risk Score In A Complete National Cohort, Dominic P Mcgovern, Jennifer S Lees, Jamie P Traynor, Bruce Mackinnon, Samira Bell, Robert W Hunter, Neeraj Dhaun, Wendy Metcalfe, Dana Kidder, Michelle Lim, Nicola Joss, Michael Kelly, Alison Taylor, Zoe Cousland, Vishal Dey, Kate Buck, Silke Brix, Colin C Geddes, Emily P Mcquarrie, Kathryn I Stevens

Faculty, Staff and Student Publications

INTRODUCTION: Antineutrophil cytoplasmic antibody (ANCA)-associated vasculitis (AAV) causes autoimmune-mediated inflammation of small blood vessels in multiple organs, including the kidneys. The ability to accurately predict kidney outcomes would enable a more personalized therapeutic approach.

METHODS: We used our national renal biopsy registry to validate the ability of ANCA Renal Risk Score (ARRS) to predict end-stage kidney disease (ESKD) for individual patients. This score uses histopathological and biochemical data to stratify patients as high, medium, or low risk for developing ESKD.

RESULTS: A total of 288 patients were eligible for inclusion in the study (low risk

CONCLUSION: The ARRS better discriminates …

A Spatiotemporal Notch Interaction Map From Plasma Membrane To Nucleus, Alexandre P Martin, Gary A Bradshaw, Robyn J Eisert, Emily D Egan, Lena Tveriakhina, Julia M Rogers, Andrew N Dates, Gustavo Scanavachi, Jon C Aster, Tom Kirchhausen, Marian Kalocsay, Stephen C Blacklow

Faculty, Staff and Student Publications

Notch signaling relies on ligand-induced proteolysis of the transmembrane receptor Notch to liberate a nuclear effector that drives cell fate decisions. Upon ligand binding, sequential cleavage of Notch by the transmembrane protease ADAM10 and the intracellular protease γ-secretase releases the Notch intracellular domain (NICD), which translocates to the nucleus and forms a complex that induces target gene transcription. To map the location and timing of the individual steps required for the proteolysis and movement of Notch from the plasma membrane to the nucleus, we used proximity labeling with quantitative, multiplexed mass spectrometry to monitor the interaction partners of endogenous NOTCH2 …

Retrospective Analysis Of Retroperitoneal-Abdominal-Pelvic Ganglioneuromas: An International Study By The Transatlantic Australasian Retroperitoneal Sarcoma Working Group (Tarpswg), Sangkyu Noh, Carolyn Nessim, Emily Z Keung, Christina L Roland, Dirk Strauss, Gausihi Sivarajah, Marco Fiore, Davide Biasoni, Stefano Piero Bernardo Cioffi, Winta Mehtsun, Ferdinando Carlo Maria Cananzi, Federico Sicoli, Vittorio Quagliuolo, Jun Chen, Chenghua Luo, Rebecca A Gladdy, Carol Swallow, Wendy Johnston, Samuel J Ford, Caroline Evenden, Fabio Tirotta, Max Almond, Laura Nguyen, Piotr Rutkowski, Maria Krotewicz, Elisabetta Pennacchioli, Kenneth Cardona, Adriana Gamboa, Daphne Hompes, Marleen Renard, Attila Kollár, Christoph O Ryser, Nikolaos Vassos, Chandrajit P Raut, Mark Fairweather, Dagmar Adamkova Krakorova, Sergio Quildrian, Andraz Perhavec, Eran Nizri, Jeffrey M Farma, Stephanie H Greco, Bruno Vincenzi, José Antonio González Lopez, Mireia Solans Solerdecoll, Shintaro Iwata, Suguru Fukushima, Teresa Kim, Francesco Tolomeo, Hayden Snow, Ynez Howlett-Jansen, Dimitri Tzanis, Maxim Nikulin, Alessandro Gronchi, Jason K Sicklick, Transatlantic Australasian Retroperitoneal Sarcoma Working Group

Faculty, Staff and Student Publications

OBJECTIVE: The Transatlantic Australasian Retroperitoneal Sarcoma Working Group conducted a retrospective study on the disease course and clinical management of ganglioneuromas.

BACKGROUND: Ganglioneuromas are rare tumors derived from neural crest cells. Data on these tumors remain limited to case reports and single-institution case series.

METHODS: Patients of all ages with pathologically confirmed primary retroperitoneal, intra-abdominal, and pelvic ganglioneuromas between January 1, 2000, and January 1, 2020, were included. We examined demographic, clinicopathologic, and radiologic characteristics, as well as clinical management.

RESULTS: Overall, 328 patients from 29 institutions were included. The median age at diagnosis was 37 years with 59.1% of …

Smooth Muscle Α-Actin Missense Variant Promotes Atherosclerosis Through Modulation Of Intracellular Cholesterol In Smooth Muscle Cells, Kaveeta Kaw, Abhijnan Chattopadhyay, Pujun Guan, Jiyuan Chen, Suravi Majumder, Xue-Yan Duan, Shuangtao Ma, Chen Zhang, Callie S Kwartler, Dianna M Milewicz

Faculty, Staff and Student Publications

AIMS: The variant p.Arg149Cys in ACTA2, which encodes smooth muscle cell (SMC)-specific α-actin, predisposes to thoracic aortic disease and early onset coronary artery disease in individuals without cardiovascular risk factors. This study investigated how this variant drives increased atherosclerosis.

METHODS AND RESULTS: Apoe-/- mice with and without the variant were fed a high-fat diet for 12 weeks, followed by evaluation of atherosclerotic plaque formation and single-cell transcriptomics analysis. SMCs explanted from Acta2R149C/+ and wildtype (WT) ascending aortas were used to investigate atherosclerosis-associated SMC phenotypic modulation. Hyperlipidemic Acta2R149C/+Apoe-/- mice have a 2.5-fold increase in atherosclerotic plaque burden compared to Apoe-/- mice …

Deficits In Consummatory Reward Relate To Severity Of Cocaine Use, Margaret C Wardle, Jennifer K Hoots, Krista Miloslavich, Cecilia Nunez, Constanza De Dios, Christopher Holden, Aneet Ahluwahlia, Charles E Green, Scott D Lane, Joy M Schmitz

Faculty, Staff and Student Publications

BACKGROUND AND AIMS: Identifying modifiable neuropsychological factors associated with more severe CUD could improve CUD treatment. Impairments in processing of non-drug rewards may be one such factor. This study assessed the relationship between reward functioning and cocaine use severity using multi-modal measures of three distinct reward functions: consummatory reward (pleasure or "liking"); motivational reward ("wanting") and reward learning.

METHODS: Fifty-three adults with at least moderate CUD completed self-report and behavioral measures of consummatory reward, motivational reward and reward learning, and a composite cocaine use severity measure including quantity, frequency and life impacts of cocaine use. We conducted parallel Frequentist and …

Assessing Cocaine Motivational Value: Comparison Of Brain Reactivity Bias Toward Cocaine Cues And Cocaine Demand, Heather E Webber, Jin H Yoon, Constanza De Dios, Robert Suchting, Vincent Dang, Francesco Versace, Charles E Green, Margaret C Wardle, Scott D Lane, Joy M Schmitz

Faculty, Staff and Student Publications

The behavioral economic measure drug demand and the neural measure late positive potential (LPP) are two measures of motivational value that have been associated with drug relapse risk and treatment outcomes. Despite having overlapping themes, no studies have directly compared drug demand and LPP. Participants (N = 59) included treatment-seeking individuals with cocaine use disorder that had completed both a baseline cocaine demand task and an electroencephalogram (EEG) picture-viewing task of drug-related and pleasant picture cues. Associations between the LPP difference score amplitude (drug-pleasant) and five demand indices (Q₀, essential value [EV], Omax, Pmax, and …

Mesothelin-Targeting T Cell Receptor Fusion Construct Cell Therapy In Refractory Solid Tumors: Phase 1/2 Trial Interim Results, Raffit Hassan, Marcus Butler, Roisin E O'Cearbhaill, David Y Oh, Melissa Johnson, Kevin Zikaras, Munisha Smalley, Michael Ross, Janos L Tanyi, Azam Ghafoor, Nirali N Shah, Babak Saboury, Liang Cao, Alfonso Quintás-Cardama, David Hong

Faculty, Staff and Student Publications

The T cell receptor fusion construct (TRuC) gavocabtagene autoleucel (gavo-cel) consists of single-domain anti-mesothelin antibody that integrates into the endogenous T cell receptor (TCR) and engages the signaling capacity of the entire TCR upon mesothelin binding. Here we describe phase 1 results from an ongoing phase1/2 trial of gavo-cel in patients with treatment-refractory mesothelin-expressing solid tumors. The primary objectives were to evaluate safety and determine the recommended phase 2 dose (RP2D). Secondary objectives included efficacy. Thirty-two patients received gavo-cel at increasing doses either as a single agent (n = 3) or after lymphodepletion (LD, n = 29). Dose-limiting toxicities of …

Framework For Quality Assurance Of Ultrahigh Dose Rate Clinical Trials Investigating Flash Effects And Current Technology Gaps, Wei Zou, Rongxiao Zhang, Emil Schüler, Paige A Taylor, Anthony E Mascia, Eric S Diffenderfer, Tianyu Zhao, Ahmet S Ayan, Manju Sharma, Shu-Jung Yu, Weiguo Lu, Walter R Bosch, Christina Tsien, Murat Surucu, Julianne M Pollard-Larkin, Jan Schuemann, Eduardo G Moros, Magdalena Bazalova-Carter, David J Gladstone, Heng Li, Charles B Simone, Kristoffer Petersson, Stephen F Kry, Amit Maity, Billy W Loo, Lei Dong, Peter G Maxim, Ying Xiao, Jeffrey C Buchsbaum

Faculty, Staff and Student Publications

FLASH radiation therapy (FLASH-RT), delivered with ultrahigh dose rate (UHDR), may allow patients to be treated with less normal tissue toxicity for a given tumor dose compared with currently used conventional dose rate. Clinical trials are being carried out and are needed to test whether this improved therapeutic ratio can be achieved clinically. During the clinical trials, quality assurance and credentialing of equipment and participating sites, particularly pertaining to UHDR-specific aspects, will be crucial for the validity of the outcomes of such trials. This report represents an initial framework proposed by the NRG Oncology Center for Innovation in Radiation Oncology …

Real-Time 3-D Video Reconstruction For Guidance Of Transventricular Neurosurgery, Prasad Vagdargi, Ali Uneri, Xiaoxuan Zhang, Craig K Jones, Pengwei Wu, Runze Han, Alejandro Sisniega, Junghoon Lee, Patrick Helm, Mark Luciano, William S Anderson, Gregory D Hager, Jeffrey H Siewerdsen

Faculty, Staff and Student Publications

Neuroendoscopic approach to deep-brain targets imparts deformation of the ventricles and adjacent parenchyma, limiting the accuracy of conventional neuronavigation. We report a method for 3D endoscopic reconstruction and registration via simultaneous localization and mapping (SLAM) for real-time guidance with or without robotic assistance. The aim is to permit augmented video overlay of structures registered from preoperative or intraoperative 3D images within and beyond the endoscopic field of view for more accurate targeting in the presence of deep-brain deformation. Phantom studies were performed to evaluate geometric accuracy and uncertainty in distinct scenarios of limited data (feature sparsity and scene occlusion), demonstrating …

Short-Course Therapy For Urinary Tract Infections In Children: The Scout Randomized Clinical Trial, Theoklis Zaoutis, Nader Shaikh, Brian T Fisher, Susan E Coffin, Sonika Bhatnagar, Kevin J Downes, Jeffrey S Gerber, Timothy R Shope, Judith M Martin, Gysella B Muniz, Michael Green, Jennifer P Nagg, Sage R Myers, Rakesh D Mistry, Shawn O'Connor, Walter Faig, Stephen Black, Elizabeth Rowley, Kellie Liston, Alejandro Hoberman

Faculty, Staff and Student Publications

IMPORTANCE: There is a paucity of pediatric-specific comparative data to guide duration of therapy recommendations in children with urinary tract infection (UTI).

OBJECTIVE: To compare the efficacy of standard-course and short-course therapy for children with UTI.

DESIGN, SETTING, PARTICIPANTS: The Short Course Therapy for Urinary Tract Infections (SCOUT) randomized clinical noninferiority trial took place at outpatient clinics and emergency departments at 2 children's hospitals from May 2012, through, August 2019. Data were analyzed from January 2020, through, February 2023. Participants included children aged 2 months to 10 years with UTI exhibiting clinical improvement after 5 days of antimicrobials.

INTERVENTION: Another …

Hazard Testing To Reduce Risk In The Development Of Automated Planning Tools, Kelly A Nealon, Raphael J Douglas, Eun Young Han, Stephen F Kry, Valerie K Reed, Samantha J Simiele, Laurence E Court

Faculty, Staff and Student Publications

PURPOSE: Hazard scenarios were created to assess and reduce the risk of planning errors in automated planning processes. This was accomplished through iterative testing and improvement of examined user interfaces.

METHODS: Automated planning requires three user inputs: a computed tomography (CT), a prescription document, known as the service request, and contours. We investigated the ability of users to catch errors that were intentionally introduced into each of these three stages, according to an FMEA analysis. Five radiation therapists each reviewed 15 patient CTs, containing three errors: inappropriate field of view, incorrect superior border, and incorrect identification of isocenter. Four radiation …

A Spatially Resolved Single-Cell Genomic Atlas Of The Adult Human Breast, Tapsi Kumar, Kevin Nee, Runmin Wei, Siyuan He, Quy H Nguyen, Shanshan Bai, Kerrigan Blake, Maren Pein, Yanwen Gong, Emi Sei, Min Hu, Anna K Casasent, Aatish Thennavan, Jianzhuo Li, Tuan Tran, Ken Chen, Benedikt Nilges, Nachiket Kashikar, Oliver Braubach, Bassem Ben Cheikh, Nadya Nikulina, Hui Chen, Mediget Teshome, Brian Menegaz, Huma Javaid, Chandandeep Nagi, Jessica Montalvan, Tatyana Lev, Sharmila Mallya, Delia F Tifrea, Robert Edwards, Erin Lin, Ritesh Parajuli, Summer Hanson, Sebastian Winocour, Alastair Thompson, Bora Lim, Devon A Lawson, Kai Kessenbrock, Nicholas Navin

Faculty, Staff and Student Publications

The adult human breast is comprised of an intricate network of epithelial ducts and lobules that are embedded in connective and adipose tissue1-3. Although most previous studies have focused on the breast epithelial system4-6, many of the non-epithelial cell types remain understudied. Here we constructed the comprehensive Human Breast Cell Atlas (HBCA) at single-cell and spatial resolution. Our single-cell transcriptomics study profiled 714,331 cells from 126 women, and 117,346 nuclei from 20 women, identifying 12 major cell types and 58 biological cell states. These data reveal abundant perivascular, endothelial and immune cell populations, and highly diverse luminal epithelial cell states. …

Knowledge Acquisition Efficacy Of A Remote Flipped Classroom On Learning About Removable Partial Dentures, Yuka Inamochi, Eiko Yoshida Kohno, Junichiro Wada, Natsuko Murakami, Atsushi Takaichi, Yuki Arai, Takeshi Ueno, Kenji Fueki, Noriyuki Wakabayashi

Faculty, Staff and Student Publications

Purpose: Coronavirus disease 2019 has forced the use of remote education worldwide. In 2020, the authors conducted a fully digitized, remote flipped (RF) classroom focusing on removable partial dentures. This study aimed to evaluate the learning outcomes of the RF classroom and compare these with those of the on-site classroom.

Methods: The fourth-year dental students in 2017-2019 attended on-site flipped classroom (OF; n=70) or on-site lecture classroom (OL; n=67), and those in 2020 (n=58) attended the RF classroom. Lecture videos and text were provided online in the OF and RF groups, while only the text was given to the OL …

A Genome-Wide Association Study Identifies 41 Loci Associated With Eicosanoid Levels, Eugene P Rhee, Aditya L Surapaneni, Pascal Schlosser, Mona Alotaibi, Yueh-Ning Yang, Josef Coresh, Mohit Jain, Susan Cheng, Bing Yu, Morgan E Grams

Faculty, Staff and Student Publications

Eicosanoids are biologically active derivatives of polyunsaturated fatty acids with broad relevance to health and disease. We report a genome-wide association study in 8406 participants of the Atherosclerosis Risk in Communities Study, identifying 41 loci associated with 92 eicosanoids and related metabolites. These findings highlight loci required for eicosanoid biosynthesis, including FADS1-3, ELOVL2, and numerous CYP450 loci. In addition, significant associations implicate a range of non-oxidative lipid metabolic processes in eicosanoid regulation, including at PKD2L1/SCD and several loci involved in fatty acyl-CoA metabolism. Further, our findings highlight select clearance mechanisms, for example, through the hepatic transporter encoded by SLCO1B1. Finally, …

A Deep Learning Onion Peeling Approach To Measure Oral Epithelium Layer Number, Xinyi Zhang, Frederico O Gleber-Netto, Shidan Wang, Kevin W Jin, Donghan M Yang, Ann M Gillenwater, Jeffrey N Myers, Renata Ferrarotto, Curtis R Pickering, Guanghua Xiao

Faculty, Staff and Student Publications

Head and neck squamous cell carcinoma (HNSCC), specifically in the oral cavity (oral squamous cell carcinoma, OSCC), is a common, complex cancer that significantly affects patients' quality of life. Early diagnosis typically improves prognoses yet relies on pathologist examination of histology images that exhibit high inter- and intra-observer variation. The advent of deep learning has automated this analysis, notably with object segmentation. However, techniques for automated oral dysplasia diagnosis have been limited to shape or cell stain information, without addressing the diagnostic potential in counting the number of cell layers in the oral epithelium. Our study attempts to address this …

Artificial Intelligence Frameworks To Detect And Investigate The Pathophysiology Of Spaceflight Associated Neuro-Ocular Syndrome (Sans), Joshua Ong, Ethan Waisberg, Mouayad Masalkhi, Sharif Amit Kamran, Kemper Lowry, Prithul Sarker, Nasif Zaman, Phani Paladugu, Alireza Tavakkoli, Andrew G Lee

Faculty, Staff and Student Publications

Spaceflight associated neuro-ocular syndrome (SANS) is a unique phenomenon that has been observed in astronauts who have undergone long-duration spaceflight (LDSF). The syndrome is characterized by distinct imaging and clinical findings including optic disc edema, hyperopic refractive shift, posterior globe flattening, and choroidal folds. SANS serves a large barrier to planetary spaceflight such as a mission to Mars and has been noted by the National Aeronautics and Space Administration (NASA) as a high risk based on its likelihood to occur and its severity to human health and mission performance. While it is a large barrier to future spaceflight, the underlying …

Loss Of Metabolic Fitness Drives Tumor Resistance After Car-Nk Cell Therapy And Can Be Overcome By Cytokine Engineering, Li Li, Vakul Mohanty, Jinzhuang Dou, Yuefan Huang, Pinaki P Banerjee, Qi Miao, Jens G Lohr, Tushara Vijaykumar, Julia Frede, Birgit Knoechel, Luis Muniz-Feliciano, Tamara J Laskowski, Shaoheng Liang, Judy S Moyes, Vandana Nandivada, Rafet Basar, Mecit Kaplan, May Daher, Enli Liu, Ye Li, Sunil Acharya, Paul Lin, Mayra Shanley, Hind Rafei, David Marin, Stephan Mielke, Richard E Champlin, Elizabeth J Shpall, Ken Chen, Katayoun Rezvani

Faculty, Staff and Student Publications

Chimeric antigen receptor (CAR) engineering of natural killer (NK) cells is promising, with early-phase clinical studies showing encouraging responses. However, the transcriptional signatures that control the fate of CAR-NK cells after infusion and factors that influence tumor control remain poorly understood. We performed single-cell RNA sequencing and mass cytometry to study the heterogeneity of CAR-NK cells and their in vivo evolution after adoptive transfer, from the phase of tumor control to relapse. Using a preclinical model of noncurative lymphoma and samples from a responder and a nonresponder patient treated with CAR19/IL-15 NK cells, we observed the emergence of NK cell …

Federated Generalized Linear Mixed Models For Collaborative Genome-Wide Association Studies, Wentao Li, Han Chen, Xiaoqian Jiang, Arif Harmanci

Faculty, Staff and Student Publications

Federated association testing is a powerful approach to conduct large-scale association studies where sites share intermediate statistics through a central server. There are, however, several standing challenges. Confounding factors like population stratification should be carefully modeled across sites. In addition, it is crucial to consider disease etiology using flexible models to prevent biases. Privacy protections for participants pose another significant challenge. Here, we propose distributed Mixed Effects Genome-wide Association study (dMEGA), a method that enables federated generalized linear mixed model-based association testing across multiple sites without explicitly sharing genotype and phenotype data. dMEGA employs a reference projection to …

Perspectives In Melanoma: Meeting Report From The Melanoma Bridge (December 1st–3rd, 2022-Naples, Italy), Paolo A Ascierto, Sanjiv S Agarwala, Allison Betof Warner, Marc S Ernstoff, Bernard A Fox, Thomas F Gajewski, Jérôme Galon, Claus Garbe, Brian R Gastman, Jeffrey E Gershenwald, Pawel Kalinski, Michelle Krogsgaard, Rom S Leidner, Roger S Lo, Alexander M Menzies, Olivier Michielin, Poulikos I Poulikakos, Jeffrey S Weber, Corrado Caracò, Iman Osman, Igor Puzanov, Magdalena Thurin

Faculty, Staff and Student Publications

Outcomes for patients with melanoma have improved over the past decade with the clinical development and approval of immunotherapies targeting immune checkpoint receptors such as programmed death-1 (PD-1), programmed death ligand 1 (PD-L1) or cytotoxic T lymphocyte antigen-4 (CTLA-4). Combinations of these checkpoint therapies with other agents are now being explored to improve outcomes and enhance benefit-risk profiles of treatment. Alternative inhibitory receptors have been identified that may be targeted for anti-tumor immune therapy, such as lymphocyte-activation gene-3 (LAG-3), as have several potential target oncogenes for molecularly targeted therapy, such as tyrosine kinase inhibitors. Unfortunately, many patients still progress and …