Digital Commons Network^™

Netbce: An Interpretable Deep Neural Network For Accurate Prediction Of Linear B-Cell Epitopes, Haodong Xu, Zhongming Zhao

Faculty, Staff and Student Publications

Identification of B-cell epitopes (BCEs) plays an essential role in the development of peptide vaccines and immuno-diagnostic reagents, as well as antibody design and production. In this work, we generated a large benchmark dataset comprising 124,879 experimentally supported linear epitope-containing regions in 3567 protein clusters from over 1.3 million B cell assays. Analysis of this curated dataset showed large pathogen diversity covering 176 different families. The accuracy in linear BCE prediction was found to strongly vary with different features, while all sequence-derived and structural features were informative. To search more efficient and interpretive feature representations, a ten-layer deep learning framework …

Artificial Intelligence For Radiation Oncology Applications Using Public Datasets, Kareem A Wahid, Enrico Glerean, Jaakko Sahlsten, Joel Jaskari, Kimmo Kaski, Mohamed A Naser, Renjie He, Abdallah S R Mohamed, Clifton D Fuller

Faculty, Staff and Student Publications

Artificial intelligence (AI) has exceptional potential to positively impact the field of radiation oncology. However, large curated datasets - often involving imaging data and corresponding annotations - are required to develop radiation oncology AI models. Importantly, the recent establishment of Findable, Accessible, Interoperable, Reusable (FAIR) principles for scientific data management have enabled an increasing number of radiation oncology related datasets to be disseminated through data repositories, thereby acting as a rich source of data for AI model building. This manuscript reviews the current and future state of radiation oncology data dissemination, with a particular emphasis on published imaging datasets, AI …

Gpu Accelerated Estimation Of A Shared Random Effect Joint Model For Dynamic Prediction, Shikun Wang, Zhao Li, Lan Lan, Jieyi Zhao, W Jim Zheng, Liang Li

Faculty, Staff and Student Publications

In longitudinal cohort studies, it is often of interest to predict the risk of a terminal clinical event using longitudinal predictor data among subjects at risk by the time of the prediction. The at-risk population changes over time; so does the association between predictors and the outcome, as well as the accumulating longitudinal predictor history. The dynamic nature of this prediction problem has received increasing interest in the literature, but computation often poses a challenge. The widely used joint model of longitudinal and survival data often comes with intensive computation and excessive model fitting time, due to numerical optimization and …

Loss Of Lamp5 Interneurons Drives Neuronal Network Dysfunction In Alzheimer’S Disease, Yuanyuan Deng, Mian Bi, Fabien Delerue, Shelley L Forrest, Gabriella Chan, Julia Van Der Hoven, Annika Van Hummel, Astrid F Feiten, Seojin Lee, Ivan Martinez-Valbuena, Tim Karl, Gabor G Kovacs, Grant Morahan, Yazi D Ke, Lars M Ittner

Faculty, Staff and Student Publications

In Alzheimer's disease (AD), where amyloid-β (Aβ) and tau deposits in the brain, hyperexcitation of neuronal networks is an underlying disease mechanism, but its cause remains unclear. Here, we used the Collaborative Cross (CC) forward genetics mouse platform to identify modifier genes of neuronal hyperexcitation. We found LAMP5 as a novel regulator of hyperexcitation in mice, critical for the survival of distinct interneuron populations. Interestingly, synaptic LAMP5 was lost in AD brains and LAMP5 interneurons degenerated in different AD mouse models. Genetic reduction of LAMP5 augmented functional deficits and neuronal network hypersynchronicity in both Aβ- and tau-driven AD mouse models. …

Aapm Report 373: The Content, Structure, And Value Of The Professional Doctorate In Medical Physics (Dmp), Jay W Burmeister, Charles W Coffey, John D Hazle, Neil Kirby, Yu Kuang, Michael A Lamba, Brian Loughery, Niko Papanikolaou

Faculty, Staff and Student Publications

The Professional Doctorate in Medical Physics (DMP) was originally conceived as a solution to the shortage of medical physics residency training positions. While this shortage has now been largely satisfied through conventional residency training positions, the DMP has expanded to multiple institutions and grown into an educational pathway that provides specialized clinical training and extends well beyond the creation of additional training spots. As such, it is important to reevaluate the purpose and the value of the DMP. Additionally, it is important to outline the defining characteristics of the DMP to assure that all existing and future programs provide this …

Targeting Hemoglobin To Reduce Delayed Cerebral Ischemia After Subarachnoid Hemorrhage, Hussein A Zeineddine, Pedram Honarpisheh, Devin Mcbride, Peeyush Kumar Thankamani Pandit, Ari Dienel, Sung-Ha Hong, James Grotta, Spiros Blackburn

Faculty, Staff and Student Publications

Delayed cerebral ischemia (DCI) continues to be a sequela of aneurysmal subarachnoid hemorrhage (aSAH) that carries significant morbidity and mortality. Aside from nimodipine, no therapeutic agents are available to reduce the incidence of DCI. Pathophysiologic mechanisms contributing to DCI are poorly understood, but accumulating evidence over the years implicates several factors. Those have included microvessel vasoconstriction, microthrombosis, oxidative tissue damage, and cortical spreading depolarization as well as large vessel vasospasm. Common to these processes is red blood cell leakage into the cerebrospinal fluids (CSF) and subsequent lysis which releases hemoglobin, a central instigator in these events. This has led to …

Self-Expanding Transcatheter Vs Surgical Aortic Valve Replacement In Intermediate-Risk Patients: 5-Year Outcomes Of The Surtavi Randomized Clinical Trial, Nicolas M Van Mieghem, G Michael Deeb, Lars Søndergaard, Eberhard Grube, Stephan Windecker, Hemal Gada, Mubashir Mumtaz, Peter S Olsen, John C Heiser, William Merhi, Neal S Kleiman, Stanley J Chetcuti, Thomas G Gleason, Joon Sup Lee, Wen Cheng, Raj R Makkar, Juan Crestanello, Barry George, Isaac George, Susheel Kodali, Steven J Yakubov, Patrick W Serruys, Rüdiger Lange, Nicolo Piazza, Mathew R Williams, Jae K Oh, David H Adams, Shuzhen Li, Michael J Reardon

Faculty, Staff and Student Publications

IMPORTANCE: In patients with severe aortic valve stenosis at intermediate surgical risk, transcatheter aortic valve replacement (TAVR) with a self-expanding supra-annular valve was noninferior to surgery for all-cause mortality or disabling stroke at 2 years. Comparisons of longer-term clinical and hemodynamic outcomes in these patients are limited.

OBJECTIVE: To report prespecified secondary 5-year outcomes from the Symptomatic Aortic Stenosis in Intermediate Risk Subjects Who Need Aortic Valve Replacement (SURTAVI) randomized clinical trial.

DESIGN, SETTING, AND PARTICIPANTS: SURTAVI is a prospective randomized, unblinded clinical trial. Randomization was stratified by investigational site and need for revascularization determined by the local heart teams. …

Preventive And Therapeutic Reduction Of Amyloid Deposition And Behavioral Impairments In A Model Of Alzheimer’S Disease By Whole Blood Exchange, Akihiko Urayama, Ines Moreno-Gonzalez, Diego Morales-Scheihing, Vineetkumar Kharat, Sandra Pritzkow, Claudio Soto

Faculty, Staff and Student Publications

Alzheimer's disease (AD) is the major form of dementia in the elderly population. The main neuropathological changes in AD patients are neuronal death, synaptic alterations, brain inflammation, and the presence of cerebral protein aggregates in the form of amyloid plaques and neurofibrillary tangles. Compelling evidence suggests that the misfolding, aggregation, and cerebral deposition of amyloid-beta (Aβ) plays a central role in the disease. Thus, prevention and removal of misfolded protein aggregates is considered a promising strategy to treat AD. In the present study, we describe that the development of cerebral amyloid plaques in a transgenic mice model of AD (Tg2576) …

Handling Informative Premature Treatment Or Study Discontinuation For Assessing Between-Group Differences In A Comparative Oncology Trial, Bo Huang, Ryan Sun, Brian Claggett, Lu Tian, Ethan B Ludmir, Lee-Jen Wei

Faculty, Staff and Student Publications

This decision analytical model study examines premature treatment discontinuation in clinical trials for patients with advanced renal cell carcinoma.

Monkeypox: What Do Dental Professionals Need To Know?, Charifa Zemouri, Edgar O Beltrán, Richard Holliday, Nicholas S Jakubovics, James R Allison

Faculty, Staff and Student Publications

Infection control is critical for the safe delivery of dental care. Infection control practices must be responsive to emerging and re-emerging infectious diseases and outbreaks, as was clearly seen during the peak of the COVID-19 pandemic. An emerging global outbreak of the monkeypox virus has again raised potential challenges for infection control in dentistry. Monkeypox is an infectious disease, characterised by a rash affecting the skin and soft tissues, including the oral cavity. Previously, cases were mostly seen following contact with infected animals in Central and West Africa, with limited human-to-human transmission within and outside of these areas. However, since …

Targeted Inhibition Of Dna-Pkcs, Atm, Atr, Parp, And Rad51 Modulate Response To X Rays And Protons, Scott J Bright, David B Flint, David K J Martinus, Broderick X Turner, Mandira Manandhar, Mariam Ben Kacem, Conor H Mcfadden, Timothy A Yap, Simona F Shaitelman, Gabriel O Sawakuchi

Faculty, Staff and Student Publications

Small molecule inhibitors are currently in preclinical and clinical development for the treatment of selected cancers, particularly those with existing genetic alterations in DNA repair and DNA damage response (DDR) pathways. Keen interest has also been expressed in combining such agents with other targeted antitumor strategies such as radiotherapy. Radiotherapy exerts its cytotoxic effects primarily through DNA damage-induced cell death; therefore, inhibiting DNA repair and the DDR should lead to additive and/or synergistic radiosensitizing effects. In this study we screened the response to X-ray or proton radiation in cell lines treated with DDR inhibitors (DDRis) targeting ATM, ATR, DNA-PKcs, Rad51, …

The Impact Of Intraoperative Glucagon On The Diagnostic Accuracy Of Intraoperative Cholangiogram For The Diagnosis Of Choledocholithiasis: Experience From A Large Tertiary Care Center, Artem Boyev, Srinivas Sanjeevi, Martha M Estrada, Tien C Ko, Curtis J Wray

Faculty, Staff and Student Publications

INTRODUCTION: In response to the COVID-19 pandemic, hospitals reported decreased admissions for acute surgical diagnoses, but scant data was available to quantify the decrease and its consequences. The objective of this study was to examine the incidence of acute care surgery encounters before and during the COVID-19 pandemic.

MATERIALS AND METHODS: A retrospective cohort study was performed at a single, urban, United States safety-net hospital. Emergency room encounters, admissions, non-elective surgical procedures, patient acuity, and surgical complications were compared before and after the start of the COVID-19 pandemic. The primary outcome of the study was the incidence rate (IR) and …

A Retrospective Analysis Of Ebv-Dna Status With The Prognosis Of Lymphoma, Lihua Qiu, Junqi Si, Junnan Kang, Zehui Chen, Rexidan Nuermaimaiti, Zhengzi Qian, Lanfang Li, Shiyong Zhou, Mingjian James You, Huilai Zhang, Chen Tian

Faculty, Staff and Student Publications

Epstein-Barr virus (EBV) infection is proved to be associated with clinicopathology of lymphoma. However, little is known about the relationship between EBV-DNA status after treatment and prognosis. In this study, real-time polymerase chain reaction (PCR) was used for quantitative detection of EBV-DNA load in peripheral blood of all 26,527 patients with lymphoma, and the clinical characteristics and prognosis of 202 patients were retrospectively analysed, including 100 patients with positive EBV-DNA and 102 randomly selected patients with negative EBV-DNA. We found that the average rate of EBV-DNA positivity in lymphomas was 0.376%, and EBV-DNA-positive patients presented higher risk with elevated lactate …

Lurbinectedin, A Selective Inhibitor Of Oncogenic Transcription, In Patients With Pretreated Germline Brca1/2 Metastatic Breast Cancer: Results From A Phase Ii Basket Study, V Boni, B Pistilli, I Braña, G I Shapiro, J Trigo, V Moreno, D Castellano, C Fernández, C Kahatt, V Alfaro, M Siguero, A Zeaiter, F Longo, K Zaman, A Antón, A Paredes, G Huidobro, V Subbiah

Faculty, Staff and Student Publications

Background: Lurbinectedin, a selective inhibitor of oncogenic transcription, has shown preclinical antitumor activity against homologous recombination repair-deficient models and preliminary clinical activity in BRCA1/2 breast cancer.

Patients and methods: This phase II basket multitumor trial (NCT02454972) evaluated lurbinectedin 3.2 mg/m2 1-h intravenous infusion every 3 weeks in a cohort of 21 patients with pretreated germline BRCA1/2 breast cancer. Patients with any hormone receptor and human epidermal growth factor receptor 2 status were enrolled. The primary efficacy endpoint was overall response rate (ORR) according to RECIST v1.1. Secondary endpoints included duration of response (DoR), progression-free survival (PFS), overall survival …

Gpu Accelerated Estimation Of A Shared Random Effect Joint Model For Dynamic Prediction, Shikun Wang, Zhao Li, Lan Lan, Jieyi Zhao, W Jim Zheng, Liang Li

Faculty, Staff and Student Publications

In longitudinal cohort studies, it is often of interest to predict the risk of a terminal clinical event using longitudinal predictor data among subjects at risk by the time of the prediction. The at-risk population changes over time; so does the association between predictors and the outcome, as well as the accumulating longitudinal predictor history. The dynamic nature of this prediction problem has received increasing interest in the literature, but computation often poses a challenge. The widely used joint model of longitudinal and survival data often comes with intensive computation and excessive model fitting time, due to numerical optimization and …

Association Of Pd-L1 Expression And Other Variables With Benefit From Immune Checkpoint Inhibition In Advanced Gastroesophageal Cancer: Systematic Review And Meta-Analysis Of 17 Phase 3 Randomized Clinical Trials, Harry H Yoon, Zhaohui Jin, Oudom Kour, Lionel Aurelien Kankeu Fonkoua, Kohei Shitara, Michael K Gibson, Larry J Prokop, Markus Moehler, Yoon-Koo Kang, Qian Shi, Jaffer A Ajani

Faculty, Staff and Student Publications

Importance: Approval by the US Food and Drug Administration of immune checkpoint inhibition (ICI) for advanced gastroesophageal cancer (aGEC) irrespective of PD-L1 status has generated controversy. Exploratory analyses from individual trials indicate a lack of meaningful benefit from ICI in patients with absent or low PD-L1 expression; however, analysis of a single variable while ignoring others may not consider the instability inherent in exploratory analyses.

Objective: To systematically examine the predictive value of tissue-based PD-L1 status compared with that of other variables for ICI benefit in aGEC to assess its stability.

Data sources: MEDLINE, Embase, Scopus, Web of Science, Cochrane …

Relationship Between Preexisting Cardiovascular Disease And Death And Cardiovascular Outcomes In Critically Ill Patients With Covid-19, Alexi Vasbinder, Chelsea Meloche, Tariq U Azam, Elizabeth Anderson, Tonimarie Catalan, Husam Shadid, Hanna Berlin, Michael Pan, Patrick O'Hayer, Kishan Padalia, Pennelope Blakely, Ibrahim Khaleel, Erinleigh Michaud, Yiyuan Huang, Lili Zhao, Rodica Pop-Busui, Shruti Gupta, Kim Eagle, David E Leaf, Salim S Hayek

Faculty, Staff and Student Publications

BACKGROUND: Preexisting cardiovascular disease (CVD) is perceived as a risk factor for poor outcomes in patients with COVID-19. We sought to determine whether CVD is associated with in-hospital death and cardiovascular events in critically ill patients with COVID-19.

METHODS: This study used data from a multicenter cohort of adults with laboratory-confirmed COVID-19 admitted to intensive care units at 68 centers across the United States from March 1 to July 1, 2020. The primary exposure was CVD, defined as preexisting coronary artery disease, congestive heart failure, or atrial fibrillation/flutter. Myocardial injury on intensive care unit admission defined as a troponin I …

Association Of Renin Angiotensin Aldosterone System Inhibitors And Outcomes Of Hospitalized Patients With Covid-19, Neha Gupta, Lisa Settle, Brent R Brown, Donna L Armaignac, Michael Baram, Nicholas E Perkins, Margit Kaufman, Roman R Melamed, Amy B Christie, Valerie C Danesh, Joshua L Denson, Sreekanth R Cheruku, Karen Boman, Vikas Bansal, Vishakha K Kumar, Allan J Walkey, Juan P Domecq, Rahul Kashyap, Christopher E Aston

Faculty, Staff and Student Publications

OBJECTIVES: To determine the association of prior use of renin-angiotensin-aldosterone system inhibitors (RAASIs) with mortality and outcomes in hospitalized patients with COVID-19.

DESIGN: Retrospective observational study.

SETTING: Multicenter, international COVID-19 registry.

SUBJECTS: Adult hospitalized COVID-19 patients on antihypertensive agents (AHAs) prior to admission, admitted from March 31, 2020, to March 10, 2021.

INTERVENTIONS: None.

MEASUREMENTS AND MAIN RESULTS: Data were compared between three groups: patients on RAASIs only, other AHAs only, and those on both medications. Multivariable logistic and linear regressions were performed after controlling for prehospitalization characteristics to estimate the effect of RAASIs on mortality and other outcomes during …

Modeling Multivariate Age-Related Imaging Variables With Dependencies, Hwiyoung Lee, Chixiang Chen, Peter Kochunov, Liyi Elliot Hong, Shuo Chen

Faculty, Staff and Student Publications

Neuroimaging techniques have been increasingly used to understand the neural biology of aging brains. The neuroimaging variables from distinct brain locations and modalities can exhibit age-related patterns that reflect localized neural decline. However, it is a challenge to identify the impacts of risk factors (eg, mental disorders) on multivariate imaging variables while simultaneously accounting for the dependence structure and nonlinear age trajectories using existing tools. We propose a mixed-effects model to address this challenge by building random effects based on the latent brain aging status. We develop computationally efficient algorithms to estimate the parameters of new random effects. The simulations …

Characteristics Of Community-Acquired Carbapenem-Resistant Enterobacterales, Rima Shrestha, Courtney L Luterbach, Weixiao Dai, Lauren Komarow, Michelle Earley, Gregory Weston, Erica Herc, Jesse T Jacob, Robert Salata, Darren Wong, Deverick Anderson, Kirsten B Rydell, Cesar A Arias, Liang Chen, David Van Duin, Mdro Investigators

Faculty, Staff and Student Publications

BACKGROUND: Community-acquired carbapenem-resistant Enterobacterales (CA-CRE) are an important threat.

METHODS: In CRACKLE-2, we defined patients with CA-CRE as admitted from home, without pre-existing conditions, and a positive culture within 48 h of admission. Healthcare-associated CRE (HA-CRE) were those with the lowest likelihood of community acquisition, not admitted from home and cultured >48 h after admission. Specific genetic markers in carbapenemase-producing Klebsiella pneumoniae were evaluated through random forest modelling.

RESULTS: CA-CRE and HA-CRE were detected in 83 (10%) and 208 (26%) of 807 patients. No significant differences were observed in bacterial species or strain type distribution. K. pneumoniae (204/291, 70%) was …

Pin-Pointing The Key Hubs In The Ifn-Γ Pathway Responding To Sars-Cov-2 Infection, Ayelen Toro, Sofia Lage-Vickers, Juan Bizzotto, Felipe Vilicich, Agustina Sabater, Gaston Pascual, Sabrina Ledesma-Bazan, Pablo Sanchis, Maria Sol Ruiz, Ana Paula Arevalo, Jorge L Porfido, Mercedes Abbate, Rocio Seniuk, Estefania Labanca, Nicolas Anselmino, Nora M Navone, Daniel F Alonso, Elba Vazquez, Martina Crispo, Javier Cotignola, Geraldine Gueron

Faculty, Staff and Student Publications

Interferon gamma (IFN-γ) may be potential adjuvant immunotherapy for COVID-19 patients. In this work, we assessed gene expression profiles associated with the IFN-γ pathway in response to SARS-CoV-2 infection. Employing a case-control study from SARS-CoV-2-positive and -negative patients, we identified IFN-γ-associated pathways to be enriched in positive patients. Bioinformatics analyses showed upregulation of MAP2K6, CBL, RUNX3, STAT1, and JAK2 in COVID-19-positive vs. -negative patients. A positive correlation was observed between STAT1/JAK2, which varied alongside the patient's viral load. Expression of MX1, MX2, ISG15, and OAS1 (four well-known IFN-stimulated genes (ISGs)) …

Identifying Candidate Genes And Drug Targets For Alzheimer’S Disease By An Integrative Network Approach Using Genetic And Brain Region-Specific Proteomic Data, Andi Liu, Astrid M Manuel, Yulin Dai, Brisa S Fernandes, Nitesh Enduru, Peilin Jia, Zhongming Zhao

Faculty, Staff and Student Publications

Genome-wide association studies (GWAS) have identified more than 75 genetic variants associated with Alzheimer's disease (ad). However, how these variants function and impact protein expression in brain regions remain elusive. Large-scale proteomic datasets of ad postmortem brain tissues have become available recently. In this study, we used these datasets to investigate brain region-specific molecular pathways underlying ad pathogenesis and explore their potential drug targets. We applied our new network-based tool, Edge-Weighted Dense Module Search of GWAS (EW_dmGWAS), to integrate ad GWAS statistics of 472 868 individuals with proteomic profiles from two brain regions from two large-scale ad cohorts [parahippocampal gyrus …

Video-Urodynamics Efficacy Of Sacral Neuromodulation For Neurogenic Bladder Guided By Three-Dimensional Imaging Ct And C-Arm Fluoroscopy: A Single-Center Prospective Study, Shuaishuai Shan, Wen Zhu, Guoxian Zhang, Qinyong Zhang, Yingyu Che, Jianguo Wen, Qingwei Wang

Faculty, Staff and Student Publications

To assess the efficacy of sacral neuromodulation (SNM) for neurogenic bladder (NB), guided by intraoperative three-dimensional imaging of sacral computed tomography (CT) and mobile C-arm fluoroscopy through video-urodynamics examination. We enrolled 52 patients with NB who underwent conservative treatment with poor results between September 2019 and June 2021 and prospectively underwent SNM guided by intraoperative three-dimensional imaging of sacral CT and mobile C-arm fluoroscopy. Video-urodynamics examination, voiding diary, quality of life questionnaire, overactive bladder symptom scale (OABSS) scoring, and bowel dysfunction exam were completed and recorded at baseline, at SNM testing, and at 6-month follow-up phases. Finally, we calculated the …

Prognostic Molecular Biomarkers In Chordomas: A Systematic Review And Identification Of Clinically Usable Biomarker Panels, Franco Rubino, Christopher Alvarez-Breckenridge, Kadir Akdemir, Anthony P Conley, Andrew J Bishop, Wei-Lien Wang, Alexander J Lazar, Laurence D Rhines, Franco Demonte, Shaan M Raza

Faculty, Staff and Student Publications

INTRODUCTION AND OBJECTIVE: Despite the improvements in management and treatment of chordomas over time, the risk of disease recurrence remains high. Consequently, there is a push to develop effective systemic therapeutics for newly diagnosed and recurrent disease. In order to tailor treatment for individual chordoma patients and develop effective surveillance strategies, suitable clinical biomarkers need to be identified. The objective of this study was to systematically review all prognostic biomarkers for chordomas reported to date in order to classify them according to localization, study design and statistical analysis.

METHODS: Using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) …

Mucus-Degrading Bacteroides Link Carbapenems To Aggravated Graft-Versus-Host Disease, Eiko Hayase, Tomo Hayase, Mohamed A Jamal, Takahiko Miyama, Chia-Chi Chang, Miriam R Ortega, Saira S Ahmed, Jennifer L Karmouch, Christopher A Sanchez, Alexandria N Brown, Rawan K El-Himri, Ivonne I Flores, Lauren K Mcdaniel, Dung Pham, Taylor Halsey, Annette C Frenk, Valerie A Chapa, Brooke E Heckel, Yimei Jin, Wen-Bin Tsai, Rishika Prasad, Lin Tan, Lucas Veillon, Nadim J Ajami, Jennifer A Wargo, Jessica Galloway-Peña, Samuel Shelburne, Roy F Chemaly, Lauren Davey, Robert W P Glowacki, Chen Liu, Gabriela Rondon, Amin M Alousi, Jeffrey J Molldrem, Richard E Champlin, Elizabeth J Shpall, Raphael H Valdivia, Eric C Martens, Philip L Lorenzi, Robert R Jenq

Faculty, Staff and Student Publications

The intestinal microbiota is an important modulator of graft-versus-host disease (GVHD), which often complicates allogeneic hematopoietic stem cell transplantation (allo-HSCT). Broad-spectrum antibiotics such as carbapenems increase the risk for intestinal GVHD, but mechanisms are not well understood. In this study, we found that treatment with meropenem, a commonly used carbapenem, aggravates colonic GVHD in mice via the expansion of Bacteroides thetaiotaomicron (BT). BT has a broad ability to degrade dietary polysaccharides and host mucin glycans. BT in meropenem-treated allogeneic mice demonstrated upregulated expression of enzymes involved in the degradation of mucin glycans. These mice also had thinning of the colonic …

Testing A Behavioral Activation Gaming App For Depression During Pregnancy: Multimethod Pilot Study, Philipp Karschnia, Jacob S Young, Antonio Dono, Levin Häni, Stephanie T Juenger, Tommaso Sciortino, Francesco Bruno, Nico Teske, Ramin A Morshed, Alexander F Haddad, Yalan Zhang, Sophia Stoecklein, Michael A Vogelbaum, Juergen Beck, Nitin Tandon, Shawn Hervey-Jumper, Annette M Molinaro, Roberta Rudà, Lorenzo Bello, Oliver Schnell, Yoshua Esquenazi, Maximilian I Ruge, Stefan J Grau, Martin Van Den Bent, Michael Weller, Mitchel S Berger, Susan M Chang, Joerg-Christian Tonn

Faculty, Staff and Student Publications

In IDH-wildtype glioblastomas which meet the histopathological or molecular diagnosis criteria, it remains unclear whether the presence of TERT promotor mutations provides additional prognostic information. Based on a multicenter cohort of 466 IDH-wildtype glioblastomas (including 396 with and 70 patients without TERT promotor mutations), we found that TERT promotor mutations were neither associated with progression-free survival nor overall survival. This held true in various treatment-based or molecular subgroups. This argues against standardized analysis for TERT promotor mutation status for the purpose of prognostic or therapeutic relevance in newly diagnosed IDH-wildtype glioblastoma that otherwise meets the histopathological and …

Factors Associated With Depression, Anxiety, And Stress Symptoms Among Men In A Rural Area In Vietnam During Covid-19, Van T H Hoang, Ha T H Nguyen

Faculty, Staff and Student Publications

BACKGROUND: The COVID-19 pandemic has affected health and well-being worldwide, and its psychological effects are receiving substantial attention in the scientific literature. Research to date shows that the pandemic has increased prevalences of depression, anxiety, and stress. This study aimed to estimate the prevalence of mental health symptoms and identify the associated factors among men in a rural area of Vietnam during the COVID-19 pandemic.

METHODS AND FINDINGS: During July 15-31, 2020, we conducted a cross-sectional survey of 1,085 men from 18 years old in 11 rural districts in Thanh Hoa province, Vietnam, and assessed their mental health using the …

Integration Of Mouse Ovary Morphogenesis With Developmental Dynamics Of The Oviduct, Ovarian Ligaments, And Rete Ovarii, Jennifer Mckey, Dilara N Anbarci, Corey Bunce, Alejandra E Ontiveros, Richard R Behringer, Blanche Capel

Faculty, Staff and Student Publications

Morphogenetic events during the development of the fetal ovary are crucial to the establishment of female fertility. However, the effects of structural rearrangements of the ovary and surrounding reproductive tissues on ovary morphogenesis remain largely uncharacterized. Using tissue clearing and lightsheet microscopy, we found that ovary folding correlated with regionalization into cortex and medulla. Relocation of the oviduct to the ventral aspect of the ovary led to ovary encapsulation, and mutual attachment of the ovary and oviduct to the cranial suspensory ligament likely triggered ovary folding. During this process, the rete ovarii (RO) elaborated into a convoluted tubular structure extending …

Molecular Pathways Enhance Drug Response Prediction Using Transfer Learning From Cell Lines To Tumors And Patient-Derived Xenografts, Yi-Ching Tang, Reid T Powell, Assaf Gottlieb

Faculty, Staff and Student Publications

Computational models have been successful in predicting drug sensitivity in cancer cell line data, creating an opportunity to guide precision medicine. However, translating these models to tumors remains challenging. We propose a new transfer learning workflow that transfers drug sensitivity predicting models from large-scale cancer cell lines to both tumors and patient derived xenografts based on molecular pathways derived from genomic features. We further compute feature importance to identify pathways most important to drug response prediction. We obtained good performance on tumors (AUROC = 0.77) and patient derived xenografts from triple negative breast cancers (RMSE = 0.11). Using feature importance, …

A Facile Synthetic Method For Anhydride From Carboxylic Acid With The Promotion Of Triphenylphosphine Oxide And Oxaloyl Chloride, Mengyu Lu, Huihui Fan, Qing Liu, Xiaoling Sun

Faculty, Staff and Student Publications

A highly efficient synthesis reaction of carboxylic anhydrides catalyzed by triphenylphosphine oxide is described for the quick synthesis of a range of symmetric carboxylic anhydrides and cyclic anhydrides under mild and neutral conditions with a high yield. The system adopts the strong reactive intermediate Ph3PCl2 as the catalyst of carboxylic acid salt; driven by catalytic reaction, the synthesis takes a relatively short time to complete.