Digital Commons Network^™

Transcriptional Remodeling Shapes Therapeutic Vulnerability To Necroptosis In Acute Lymphoblastic Leukemia, Anna Saorin, Anna Dehler, Bartimée Galvan, Fabio Steffen, Marine Ray, Dong Lu, Xin Yu, James Kim, Aneta Drakul, Samanta Kisele, Jin Wang, Jean-Pierre Bourquin, Beat C Bornhauser

Faculty, Staff and Students Publications

Insufficient eradication of cancer cells and survival of drug tolerant clones are major relapse driving forces. Underlying molecular mechanisms comprise activated prosurvival and antiapoptotic signaling, leading to insufficient apoptosis and drug resistance. The identification of programmed cell death pathways alternative to apoptosis opens up possibilities to antagonize apoptosis escape routes. We have earlier shown that acute lymphoblastic leukemia (ALL) harbors a distinct propensity to undergo cell death by receptor-interacting protein kinase 1 (RIPK1)-dependent necroptosis, activated by small-molecule second mitochondria-derived activators of caspase (SMAC) mimetics. Despite demonstrated safety and tolerability of SMAC mimetics in clinical trials, their efficacy as single agent …

Gastrointestinal Fistulas-What Gastroenterologists Need To Know In 2025, Monjur Ahmed

Division of Gastroenterology and Hepatology Faculty Papers

Gastrointestinal fistulas are increasingly being encountered in our clinical practice because of the increased burden of Crohn's disease, bariatric surgeries, interventional endoscopic procedures, nonsurgical trauma, and war and disaster zones worldwide. Presentation depends on the location and specific type of the fistula. Symptomatic ones can have a tremendous impact on social life and can cause dehydration, electrolyte imbalance, malnutrition, increased morbidity, and mortality. Different imaging studies and endoscopic procedures are done to establish the diagnosis. Treatment modalities to close the fistula depend on the underlying disease and the type of fistula. They include conservative treatment, medical therapy, endoscopic interventions, and …

Ribosome Deficiency Induces Salmonella Filamentation Within Host Cells, Zhihui Lyu, Cierra Wilson, Kalyn Weiss, Spencer Lewis, Kurt Fredrick, William Margolin, Jiqiang Ling

Faculty, Staff and Student Publications

The ribosome is the central hub for protein synthesis and is heavily targeted by antibiotics. Ribosomal mutations, antibiotic treatment, and nutrient starvation can alter translational efficiency and lead to stressed cells. Ribosome deficiency plays a critical role in stress responses and disease progression; yet, how it affects bacteria-host interactions remains poorly understood. In this study, we show that a ribosome-deficient strain exhibits a surprising morphological change from rod shape to filamentous in Salmonella cells growing inside host macrophages. Such filamentation depends on an acidic condition within macrophages and in a defined medium mimicking macrophage conditions. Further genetic analyses revealed that …

Identification Of Alkynyl Nicotinamide Hsn748 As A Ret Solvent-Front Mutant Inhibitor With Intracranial Efficacy, Ujjwol Khatri, Neetu Dayal, Kofi B Owusu, Mandeep Kaur Hunjan, Shriya Pandey, Haley Anne Harper, Carli Mcmahan, Bennett D Elzey, Tao Shen, Xueqing Hu, Kurt W Evans, Ahmed El-Sheikh, Seong Jun Jo, Frederick W Holtsberg, M Javad Aman, Funda Meric-Bernstam, Sukyung Woo, Herman O Sintim, Jie Wu

Faculty, Staff and Student Publications

RET solvent-front G810C/R/S mutations confer resistance to the currently approved RET protein tyrosine kinase inhibitors (TKIs) selpercatinib and pralsetinib. Moreover, RET fusion-positive lung adenocarcinoma frequently metastasizes to the brain. To address these challenges, it is imperative to develop a RET TKI that is effective against solvent-front mutations and exhibits intracranial activity. We synthesized alkynyl nicotinamide-based RET TKIs and tested their efficacy in cell cultures in inhibiting selpercatinib/pralsetinib-resistant RET solvent-front mutants G810C/R/S found in cancer patients, and in BaF3/KIF5B-RET(G810C) cell-derived subcutaneous and intracranial tumors in vivo. We also evaluated alkynyl nicotinamide RET TKIs in KIF5B-RET-induced lung tumors in immune competent …

An Exciting Future For Microbial Molecular Biology And Physiology, Andrew A Bridges, Leah Guthrie, Mckenzie Lehman, Elizabeth H Kellogg, Samantha Wellington Miranda, Andrew Pountain, Anthony L Shiver, Andrew Varble, Molecular Biology And Physiology Community Of The Council On Microbial Sciences, Heidi B Kaplan, Elizabeth A Shank, Gisela Storz

Faculty, Staff and Student Publications

Continuous advances in technologies ranging from deep sequencing and genetic manipulation to mass spectrometry, single cell imaging, and structural biology have led to previously unimaginable advances in our understanding of microbial physiology and the molecular mechanisms underlying microbial responses in a multitude of environments. Simultaneously, these advances are revealing how much more there is to learn. At the 2024 virtual retreat of the Molecular Biology and Physiology (MBP) Community of the Council on Microbial Sciences (COMS) of the American Society for Microbiology (ASM), eight early-career investigators, along with retreat attendees, discussed some of these astounding advances, as well as the …

Defining Treatment-Resistant Bipolar Depression: Recommendations From The Isbd Task Force, Eduard Vieta, Roger S Mcintyre, Trisha Suppes, Tamsyn E Van Rheenen, Balwinder Singh, Kamilla Woznica Miskowiak, Allan H Young, Lakshmi N Yatham, Kyooseob Ha, Michael Berk, Holly A Swartz, Chantal Henry, Maja Pantovic Stefanovic, Gerard Anmella Diaz, Aysegul Ozerdem, Wiesław J Cubała, Diego Hidalgo-Mazzei, Mauricio Tohen, Isabella Pacchiarotti, Paula Villela Nunes, Carlos Lopez-Jaramillo, Ana Gonzalez-Pinto, Paolo Brambilla, Robert Post, Jair C Soares, Michael Bauer, Ana C Andreazza, Xavier Justes Fradera, Montserrat Cosials-Lopez, Giovanna Fico

Faculty, Staff and Student Publications

Objective: Despite the availability of approved treatments, a substantial proportion of patients with bipolar disorder experience treatment-resistant bipolar depression (TRBD), characterized by persistent depressive symptoms unresponsive to standard therapies. However, a universally accepted definition of TRBD is lacking. This consensus document, developed by the International Society for Bipolar Disorders (ISBD) Task Force on TRBD, aims to provide a standardized definition of TRBD to facilitate clinical trials, research, and treatment strategies.

Methods: The Task Force employed a literature review, clinical trials analysis, and expert consensus meetings to define TRBD.

Results: TRBD was defined as the failure to achieve a significant and …

Defining Treatment-Resistant Bipolar Depression: Recommendations From The Isbd Task Force, Eduard Vieta, Roger S Mcintyre, Trisha Suppes, Tamsyn E Van Rheenen, Balwinder Singh, Kamilla Woznica Miskowiak, Allan H Young, Lakshmi N Yatham, Kyooseob Ha, Michael Berk, Holly A Swartz, Chantal Henry, Maja Pantovic Stefanovic, Gerard Anmella Diaz, Aysegul Ozerdem, Wiesław J Cubała, Diego Hidalgo-Mazzei, Mauricio Tohen, Isabella Pacchiarotti, Paula Villela Nunes, Carlos Lopez-Jaramillo, Ana Gonzalez-Pinto, Paolo Brambilla, Robert Post, Jair C Soares, Michael Bauer, Ana C Andreazza, Xavier Justes Fradera, Montserrat Cosials-Lopez, Giovanna Fico

Faculty, Staff and Student Publications

Objective: Despite the availability of approved treatments, a substantial proportion of patients with bipolar disorder experience treatment-resistant bipolar depression (TRBD), characterized by persistent depressive symptoms unresponsive to standard therapies. However, a universally accepted definition of TRBD is lacking. This consensus document, developed by the International Society for Bipolar Disorders (ISBD) Task Force on TRBD, aims to provide a standardized definition of TRBD to facilitate clinical trials, research, and treatment strategies.

Methods: The Task Force employed a literature review, clinical trials analysis, and expert consensus meetings to define TRBD.

Results: TRBD was defined as the failure to achieve a significant and …

Assessing The Muc5b Promoter Variant In A Large Cohort Of Systemic Sclerosis-Associated Interstitial Lung Disease, Carlos Rosa-Baez, Carlos Rangel-Pelaez, Inmaculada Rodriguez-Martin, Martin Kerick, Alfredo Guillen-Del-Castillo, Carmen P Simeon-Aznar, José Luis Callejas, Alexandre E Voskuyl, Alexander Kreuter, Oliver Distler, Susanna M Proudman, Mandana Nikpour, Nicolas Hunzelmann, Jeska K De Vries-Bouwstra, Ariane L Herrick, Yannick Allanore, Lorenzo Beretta, Maureen D Mayes, Christopher P Denton, Shervin Assassi, Javier Martin, Marialbert Acosta-Herrera

Faculty, Staff and Student Publications

Objective: The common gain-of-function variant rs35705950, located in the promoter of MUC5B gene, has been strongly associated with interstitial lung diseases (ILDs) of different aetiology, such as idiopathic pulmonary fibrosis (IPF) and rheumatoid arthritis-associated ILD (RA-ILD). In this study, we aimed to investigate the association of this variant and its nearby single nucleotide polymorphisms (SNPs) in the largest cohort of systemic sclerosis-associated ILD (SSc-ILD) to date.

Methods: Samples were collected from blood/saliva, followed by DNA extraction and genotyping using SNP arrays. Data for rs35705950 and additional 903 variants within 100 Kb were obtained using genomic imputation. Subsequently, we tested their …

A Comparative Analysis Of The Accuracy Of Retrieval Augmented Generation Versus Large Language Models For Gout-Related Queries, Samikchhya Keshary Bhandari, Himal Kharel, Zeni Kharel, Prajjwol Bhatta, Mouna Reghis, Ali Mohamed, Eduardo Avalos Sugastti, Chengu Niu

Advances in Clinical Medical Research and Healthcare Delivery

Importance: To better understand ways to improve the answers from large language models by feeding them disease specific guidelines which can potentially act as a clinical decision support tool in the future Objective: To demonstrate the effect of retrieval augmentation on answers related to gout in terms of accuracy, conciseness and unambiguity. Design: Observational. Setting: Virtual experimental setting. Participants: ChatGPT 3.5 and Retrieval augmented generation powered ChatGPT. Exposure: Nine questions derived from the 2020 American College of Rheumatology guidelines on gout. Main outcomes: A zero to two subjective scale to measure the accuracy, conciseness, …

Appropriate Application Of Cardiac Telemetry Monitoring: A Quality Improvement Initiative, Muhammad H. Sharif, Abdullah A. Orakzai, Nauman Naeem, Omofolarin Babayale, Basil George Verghese

Advances in Clinical Medical Research and Healthcare Delivery

Background: Telemetry is an important clinical tool but it can be overutilized and leads to a higher cost of patient care and negative patient experience. We conducted this study to assess the effectiveness of our educational intervention in reducing inappropriate use of telemetry and to determine if there is any difference between the two types of educational interventions.

Methods: We conducted a retrospective in-patient study that included all non-ICU patients admitted on a randomly selected mid-week day at our hospital. A 2-step educational intervention was used separated by a 5-week period. The first, a PowerPoint presentation regarding the updated 2017 …

Successful Multimodal Interventional Management Of Extensive Portal Venous System Thrombosis In A Patient With A Hypercoagulable State, Dillon Woody, Jedediah Bondy, Donnette Dabydeen, Korinne Diss, Amanda Neider Neider

Advances in Clinical Medical Research and Healthcare Delivery

We present a case of extensive mesenteric and portal vein thrombosis in a 59-year-old male with a history of multiple thrombotic events and hypercoagulable conditions. The patient presented with abdominal pain, nausea, vomiting, and black stools, leading to the discovery of thrombosis in the portal vein, splenic vein, and superior mesenteric vein (SMV) with associated bowel ischemia. The goal of treatment was to prevent mesenteric ischemia, maintain portal vein patency, and preserve options for potential liver transplantation. The case was managed through a combination of ultrasound-guided paracentesis, portal and SMV venography, mechanical thrombectomy using the AngioJet device, and continuous thrombolytic …

Radiologic Evaluation And Management Of Metastatic Renal Cell Carcinoma With Tumor Thrombus Extension Into Right Atrium, Zaain Ahmad, Mark Cwajna, Evan Basha, Adithya Bala, Joel Thompson

Advances in Clinical Medical Research and Healthcare Delivery

This case report discusses the radiologic evaluation, histopathology, and management of a 67-year-old female with metastatic renal cell carcinoma (RCC) extending as a tumor thrombus into the right atrium. The patient had newly developed hematuria that was not followed up with the recommended imaging modality. Months later, the patient presented to the emergency department with progressive hematuria in addition to symptoms of dyspnea and significant weight loss. Initial CT imaging revealed a large renal mass with metastasis to the liver and lungs, along with tumor thrombus invading the inferior vena cava and right atrium. Histopathologic evaluation confirmed metastatic RCC and …

Polo-Like Kinase 1 Inactivation Enhances Pi3k Inhibition-Mediated Apoptosis Of Notch1-Mutant Head And Neck Squamous Cell Carcinoma, Pooja A Shah, Tuhina Mazumdar, Soma Ghosh, Lacin Yapindi, Reid T Powell, Yong S Park, Li Shen, Anne M Fernandez, Clifford C Stephan, Jing Wang, Andrew G Sikora, Jawad Kazi, Mitchell J Frederick, Faye M Johnson

Children’s Nutrition Research Center Staff Publications

PI3K inhibition causes apoptosis selectively in NOTCH1-mutant head and neck squamous cell carcinoma (HNSCC), but modest single-agent responses and acquired resistance (AR) limit the clinical efficacy of targeted agents. To address these limitations, we investigated novel combination therapies. We tested the efficacy of 5768 compounds as single agents and 139 in combination with PI3K inhibitors in sensitive and AR NOTCH1-mutant HNSCC cell lines. We generated synergy/efficacy classifications for the combinations using multiple metrics of statistical drug synergy and growth rate indices. The PLK1/PI3K combination's efficacy was validated using orthogonal in vitro methods and in two HNSCC xenograft models. Compound efficacy …

Optimizing Palliative Spine Radiation: A Dosimetric Comparison Of Hybrid Arc Therapy And Conventional Appa Techniques, Alaina Vaneaton

Masters Projects

This study aimed to evaluate the dosimetric impact of Hybrid Arc Palliative Radiation Therapy (HART) versus conventional anterior-posterior/posterior-anterior (APPA) beam arrangements for thoracic spine metastases. The primary objective was to assess differences in conformity, homogeneity, and organ-at-risk (OAR) sparing between the two techniques. A retrospective plan comparison was conducted using anonymized datasets from twenty patients previously treated with HART. Each case was replanned using a standard APPA technique, normalized to match the target coverage of the original HART plan within 0.1%. All plans were prescribed 20 Gy in 5 fractions. Plan quality was evaluated using conformity index (CI), homogeneity index …

Comparison Of Left Breast Accelerated Partial Breast Irradiation Plans: Flattening Filter Free Vmat Vs. Standard Vmat In Deep Inspiration Breath Hold And Free Breathing Techniques, Monica Albeck

Masters Projects

This retrospective planning study compared dosimetric outcomes and treatment efficiency between flattening filter free (FFF) and standard volumetric modulated arc therapy (VMAT) plans for left breast accelerated partial breast irradiation (APBI) under deep inspiration breath hold (DIBH) and free-breathing (FB) conditions. Ten patients with early stage left breast cancer were replanned to create four plans each: FFF VMAT and standard VMAT in DIBH and FB. All plans prescribed 30 Gy in 5 fractions. Measures included planning target volume (PTV) coverage, mean heart dose, ipsilateral lung V30%, contralateral breast maximum dose, and monitor units (MUs). Statistical analysis used repeated-measures ANOVA with …

Improving Intraoperative Antibiotic Stewardship To Reduce Surgical Site Infections: A Quality Improvement, Allyson Nichelle Heard

Doctor of Nursing Practice (DNP) Manuscripts

Purpose: Surgical site infections (SSIs) have been associated with poor pre-surgical incision antibiotic and intraoperative redosing practices and are the leading cause of postoperative readmissions and healthcare-acquired infections. A Quality Improvement (QI) project was developed to evaluate SSIs rates and pre-surgical incision antibiotic dosing and intraoperative redosing practices of anesthesia providers at a Level 1 trauma center in the Midwest. Methods: A pre- and post-intervention knowledge, attitudes, and practices (KAP) survey addressing intraoperative antibiotic stewardship was administered to 138 anesthesia providers. Interventions included education, a reference sheet, and a clinical pathway. Data analysis for surgical procedures involving anesthesia services, …

The Implementation Of A Pilot Program On Puberty And Menstruation Education For Adolescent Females And Youth Development Specialists For A Gender-Specific Community Organization: A Quality Improvement Project, Cassandra Tavares

Doctor of Nursing Practice (DNP) Manuscripts

Background & Significance: Adolescent girls in the United States (U.S.) often lack adequate education and support regarding puberty and menstruation, despite the importance of this knowledge for healthy development (Schmitt et al., 2022). Only 21% of school systems serving ages 8–12 provide puberty education, and many educators feel unprepared to teach it (Schmitt et al., 2022). Purpose: This quality improvement project aimed to equip youth development specialists (YDS) at a community organization with a structured curriculum and educational tools to confidently educate adolescent females (ages 8–13) on the physical, emotional, and social aspects of puberty and menstruation. Intervention: A four-day …

Micbg406a Polymorphism Reduces Risk Of Mechanical Ventilation And Death During Viral Acute Lung Injury, Harry Pickering, Narges Alipanah-Lechner, Ernie Chen, Dylan Duchen, Holden T Maecker, Seunghee Kim-Schulze, Ruth R Montgomery, Chris Cotsapas, Hanno Steen, Florian Krammer, Charles R Langelier, Ofer Levy, Lindsey R Baden, Esther Melamed, Lauren Ir Ehrlich, Grace A Mccomsey, Rafick P Sekaly, Charles B Cairns, Elias K Haddad, Albert C Shaw, David A Hafler, David B Corry, Farrah Kheradmand, Mark A Atkinson, Scott C Brakenridge, Nelson I Agudelo Higuita, Jordan P Metcalf, Catherine L Hough, William B Messer, Bali Pulendran, Kari C Nadeau, Mark M Davis, Ana Fernandez Sesma, Viviana Simon, Monica Kraft, Chris Bime, David J Erle, Joanna Schaenmann, Al Ozonoff, Bjoern Peters, Steven H Kleinstein, Alison D Augustine, Joann Diray-Arce, Patrice M Becker, Nadine Rouphael, Matthew C Altman, Steve Bosinger, Walter Eckalbar, Carolyn S Calfee, Oscar A Aguilar, Elaine F Reed, John R Greenland, Daniel R Calabrese

Faculty, Staff and Students Publications

MHC class I polypeptide-related sequence B (MICB) is a ligand for NKG2D. We have shown NK cells are central to lung transplant acute lung injury (ALI) via NKG2D activation, and increased MICB in bronchoalveolar lavage predicts ALI severity. Separately, we found a MICB polymorphism (MICBG406A) is associated with decreased ALI risk. We hypothesized this polymorphism would protect against severe SARS-CoV-2 respiratory disease. We analyzed 1,036 patients hospitalized with SARS-CoV-2 infection from IMPACC. Associations between MICBG406A and outcomes were determined by linear regression or Cox proportional hazards models. We also measured immune profiles of peripheral blood and the upper and lower …

Correction: Development And Extensive Sequencing Of A Broadly-Consented Genome In A Bottle Matched Tumor-Normal Pair, Jennifer H Mcdaniel, Vaidehi Patel, Nathan D Olson, Hua-Jun He, Zhiyong He, Kenneth D Cole, Alexander A Gooden, Anthony Schmitt, Kristin Sikkink, Fritz J Sedlazeck, Harsha Doddapaneni, Shalini N Jhangiani, Donna M Muzny, Marie-Claude Gingras, Heer Mehta, Sairam Behera, Luis F Paulin, Alex R Hastie, Hung-Chun Yu, Victor Weigman, Alison Rojas, Katie Kennedy, Jamie Remington, Isai Salas-González, Mitch Sudkamp, Kelly Wiseman, Bryan R Lajoie, Shawn Levy, Miten Jain, Stuart Akeson, Giuseppe Narzisi, Zoe Steinsnyder, Catherine Reeves, Jennifer Shelton, Sarah B Kingan, Christine Lambert, Primo Baybayan, Aaron M Wenger, Ian J Mclaughlin, Aaron Adamson, Christopher Kingsley, Melanie Wescott, Young Kim, Benedict Paten, Jimin Park, Ivo Violich, Karen H Miga, Joshua Gardner, Brandy Mcnulty, Gail L Rosen, Rajiv Mccoy, Francesco Brundu, Erfan Sayyari, Konrad Scheffler, Sean Truong, Severine Catreux, Lesley Chapman Hannah, Doron Lipson, Hila Benjamin, Nika Iremadze, Ilya Soifer, Gat Krieger, Stephen Eacker, Mary Wood, Erin Cross, Greg Husar, Stephen Gross, Michael Vernich, Mikhail Kolmogorov, Tanveer Ahmad, Ayse G Keskus, Asher Bryant, Francoise Thibaud-Nissen, Jonathan Trow, Jacqueline Proszynski, Jeremy Wain Hirschberg, Krista Ryon, Christopher E Mason, Mital S Bhakta, J Zachary Sanborn, Elizabeth M Munding, Justin Wagner, Chunlin Xiao, Andrew S Liss, Justin M Zook

Faculty, Staff and Students Publications

No abstract provided.

The Effect Of Coadministration Of D156844 And Ar42 (Rec-2282) On The Survival And Motor Phenotype Of Mice With Spinal Muscular Atrophy, Ashlee W. Harris, Rod C. Scott, Matthew E. R. Butchbach

Department of Pediatrics Faculty Papers

Spinal muscular atrophy (SMA) is characterized by degeneration of spinal motor neurons and is a leading genetic cause of pediatric death worldwide. SMA results from the loss of or pathological variant in the survival motor neuron 1 (SMN1) gene. Disease severity is dependent on the number of copies of the orthologous SMN2 gene, which is nearly identical to SMN1 except for some key nucleotide differences. As disease severity is inversely related to SMN2 copy number, most SMA therapeutics trials have focused on identifying ways to increase SMN2 expression at different levels of gene regulation. Other studies have investigated compounds which …

Dosimetric Comparison Of Organ-At-Risk Constraints Across Multi-Resolution Levels In Eclipse Planning Optimization, Ji Hyun Jeon

Masters Projects

Background: In inverse treatment planning, the timing of applying organ-at-risk (OAR) constraints during the optimization process can influence dosimetric outcomes. This study investigates the effects of introducing OAR constraints at different stages of the multi-resolution optimization process within the Eclipse Treatment Planning System (TPS).

Purpose: To determine the optimal resolution level for applying OAR constraints that achieves the best dosimetric balance between target coverage and normal tissue sparing.

Methods: Thirteen prostate cancer treatment plans were generated using an anonymized pelvic CT dataset from The Cancer Imaging Archive. All plans were developed in GVSU Virtual Eclipse TPS using the Photon Optimizer …

Implementation Of A Triage System For The Residents At A Residential Facility To Improve Triage Assessment Skills Of The Staff As Well As Improve The Level And Timeliness Of Care, Andrew J. Choi Rn, Neha Gopal Rn, Andres N. Padilla Rn, Dana Son

Master's Projects and Capstones

Triage is an integral part of the clinical process which involves assessing patients and determining their level of care in order to get them appropriate, timely treatment. Several countries utilize a standardized triage system with established criteria to aid staff in their decision-making during assessments (Peta et al., 2023). The Nursing and Residential Triage (NaRT) tool, from the Manchester Triage System (MTS), was shown to enhance staff clinical assessment skills and help avoid inappropriate ED transfers during a study among older adults in a residential facility (Markey et al., 2024). For this project, the main issue identified at the residential …

Mri-Based Radiomics For Outcome Stratification In Pediatric Osteosarcoma, Esther Ngan, Dolores Mullikin, Ashok J Theruvath, Ananth V Annapragada, Ketan B Ghaghada, Andras A Heczey, Zbigniew A Starosolski

Faculty, Staff and Students Publications

Background/Objectives: Osteosarcoma (OS) is the most common malignant bone tumor in children and adolescents; the survival rate is as low as 24%. Accurate prediction of clinical outcomes remains a challenge due to tumor heterogeneity and the complexity of pediatric cases. This study aims to improve predictions of progressive disease, therapy response, relapse, and survival in pediatric OS using MRI-based radiomics and machine learning methods. \

Methods: Pre-treatment contrast-enhanced coronal T1-weighted MR scans were collected from 63 pediatric OS patients, with an additional nine external cases used for validation. Three strategies were considered for target region segmentation (whole-tumor, tumor …

Information Theory Optimization Of Signals From Small-Angle Scattering Measurements, Robert P Rambo, John A Tainer

Faculty, Staff and Student Publications

Small-angle X-ray scattering (SAXS) of particles in solution informs on the conformational states and assemblies of biological macromolecules (bioSAXS) outside of cryo- and solid-state conditions. In bioSAXS, the SAXS measurement under dilute conditions is resolution limited, and through an inverse Fourier transform, the measured SAXS intensities directly relate to the physical space occupied by the particles via the P(r)-distribution. Yet, this inverse transform of SAXS data has been historically cast as an ill-posed, ill-conditioned problem requiring an indirect approach. Here, we show that through the applications of matrix and information theories, the inverse transform of SAXS intensity data is a …

Interactive 3d Segmentation For Primary Gross Tumor Volume In Oropharyngeal Cancer, Mikko Saukkoriipi, Jaakko Sahlsten, Joel Jaskari, Lotta Orsmaa, Jari Kangas, Nastaran Rasouli, Roope Raisamo, Jussi Hirvonen, Helena Mehtonen, Jorma Järnstedt, Antti Mäkitie, Mohamed Naser, Clifton Fuller, Benjamin Kann, Kimmo Kaski

Faculty, Staff and Student Publications

Radiotherapy is the main treatment modality of oropharyngeal cancer (OPC), in which an accurate segmentation of primary gross tumor volume (GTVt) is essential but also challenging due to significant interobserver variability and the time consumed in manual tumor delineation. For such a challenge an interactive deep learning (DL) based approach offers the advantage of automatic high-performance segmentation with the flexibility for user correction when necessary. In this study, we investigate an interactive DL for GTVt segmentation in OPC by introducing a novel two-stage Interactive Click Refinement (2S-ICR) framework and implementing state-of-the-art algorithms. Using the 2021 HEad and neCK TumOR dataset …

Three Things We Can Do Now To Reduce The Risk Of Avian Influenza Spillovers, Kenneth B Yeh, William P Bahnfleth, Elaine Bradford, Carol Cardona, Kristen K Coleman, Peter J Hudson, Bernadeta Dadonaite, Rebecca J Hutchins, Anthony Maresso, C Raina Macintyre, Matthew Scotch

Faculty, Staff and Students Publications

No abstract provided.

Increased Fungal Burden In The Gastrointestinal Tract Of Brain-Dead Organ Donors, Erika J Nachman, Colleen K Ardis, A Kyle B Ardis, Javier Nieto, Madeline M Bresson, Clare M Robertson, Maggie N Seale, Nora M Villafuerte, Zhe Lyu, Eva C Preisner, Heather A Danhof, Sara C Di Rienzi, Yolanda T Becker, Robert A Britton

Faculty, Staff and Students Publications

Approximately 3% of organ transplant recipients will be diagnosed with an invasive fungal infection (IFI), with 10%-47% being fatal. The source of IFI is typically not known, but Candida spp. cause the majority of IFI cases. We obtained intestines from two types of organ donors, brain-dead (BD) (n = 7) and donation after circulatory death (DCD) (n = 5), to sample microbes from the mucosal surface and the lumen. BD donors were parenterally fed and treated with corticosteroids in the days before procurement, whereas DCD donors were enterally fed and not given corticosteroids. We found fungi present in …

Rescue Of Male Infertility By Human Prss55 In Transgenic Mice Establishes A Contraceptive Research Model, Courtney M Sutton, Kohei Umezu, Daisuke Mashiko, Masahito Ikawa, Irina V Larina, Thomas X Garcia, Martin M Matzuk

Faculty, Staff and Students Publications

The development of non-hormonal male contraceptives requires validated preclinical models. This study investigated whether human orthologs of two mouse testis-specific serine proteases, PRSS55 and TMPRSS12, both essential for male fertility in mice, could functionally rescue the infertility phenotypes of their respective knockout mouse lines. We generated transgenic mouse lines expressing human PRSS55 with either an extracellularly or intracellularly positioned C-terminal 3xFLAG tag (RES GPI or RES TM), and a line expressing human TMPRSS12 with a C-terminal 3xFLAG tag (T12 RES), all on their respective mouse null backgrounds. Fertility was assessed through continuous mating trials, and sperm parameters were evaluated. Both …

Rare Variants In Bmal1 Are Associated With A Neurodevelopmental Syndrome, Vishnu Anand Cuddapah, Dechun Chen, Bumsik Cho, Rebecca Moore, Mohnish Suri, Hana Safraou, Frederic Tran-Mau-Them, Ashley Wilson, Jacqueline Odgis, Atteeq U Rehman, Carol Saunders, Shiva Ganesan, Vaidehi Jobanputra, Stephen W Scherer, Ingo Helbig, Amita Sehgal

Duncan NRI Faculty and Staff Publications

Children with neurodevelopmental disorders exhibit highly penetrant sleep and circadian dysfunction, but the underlying mechanisms are unclear. We asked whether a subset of individuals with neurodevelopmental disorders might have genetic variants in genes known to drive circadian rhythms. Through international collaboration, we identified ten individuals with very rare genetic variants in BMAL1, a core component of the molecular clock. These individuals exhibited overlapping signs and symptoms including developmental delay, autism spectrum disorder, and variably penetrant marfanoid features. We functionally tested the identified BMAL1 variants in cell culture and in vivo and found disrupted BMAL1 function. These findings demonstrate that …

Development And Validation Of Venous Thromboembolism-Bidirectional Encoder Representations From Transformers (Vte-Bert) Natural Language Processing Model, Omid Jafari, Shengling Ma, Barbara D Lam, Jun Y Jiang, Emily Zhou, Mrinal Ranjan, Justine Ryu, Raka Bandyo, Arash Maghsoudi, Bo Peng, Christopher I Amos, Abiodun Oluyomi, Nathanael R Fillmore, Jennifer La, Ang Li

Faculty, Staff and Students Publications

Background: Accurate and rapid phenotyping of venous thromboembolism (VTE) in longitudinal studies is important. A natural language processing (NLP) tool externally validated in representative patients is lacking.

Objectives: To train and validate an efficient NLP model to detect incident VTE event.

Methods: We designed a novel NLP platform, NLPMed, to assist thrombosis researchers with data preprocessing, phenotype annotation, language model finetuning, and NLP application. Using clinical notes, discharge summaries, and radiology reports from patients with cancer at 2 healthcare institutions, we finetuned Bio_Clinical Bidirectional Encoder Representations from Transformers (BERT) to develop VTE-BERT. The new model was trained to detect acute …