Digital Commons Network^™

Ai-Enhanced Detection Of Clinically Relevant Structural And Functional Anomalies In Mri: Traversing The Landscape Of Conventional To Explainable Approaches, Pegah Khosravi, Saber Mohammadi, Fatemeh Zahiri, Masoud Khodarahmi, Javad Zahiri

Publications and Research

Anomaly detection in medical imaging, particularly within the realm of magnetic resonance imaging (MRI), stands as a vital area of research with far-reaching implications across various medical fields. This review meticulously examines the integration of artificial intelligence (AI) in anomaly detection for MR images, spotlighting its transformative impact on medical diagnostics. We delve into the forefront of AI applications in MRI, exploring advanced machine learning (ML) and deep learning (DL) methodologies that are pivotal in enhancing the precision of diagnostic processes. The review provides a detailed analysis of preprocessing, feature extraction, classification, and segmentation techniques, alongside a comprehensive evaluation of …

Information Services And Academic Integrity, Adaeze Okeke

Library Philosophy and Practice (e-journal)

Globalization and the new trends of information technology introduces us into the era of information explosion/information overload which has left libraries with no option than to be skeptical in regards to its stands on maintaining academic integrity among our present day scholars in their resources handling at the course of their academic ingenuities. On this regard, there's need for strict adherence to the copyright laws in the provisions of Information services. It is on this note that this paper focuses on the core functions of library and information services, the roles of Information services in the protection of intellectual property …

Dietary Folate And Cofactors Accelerate Age-Dependent P16 Epimutation To Promote Intestinal Tumorigenesis, Li Yang, Robert C Peery, Leah M Farmer, Xia Gao, Yiqun Zhang, Chad J Creighton, Lanjing Zhang, Lanlan Shen

Faculty, Staff and Students Publications

The extent to which non-genetic environmental factors, such as diet, contribute to carcinogenesis has been long debated. One potential mechanism for the effects of environmental factors is through epigenetic modifications that affect gene expression without changing the underlying DNA sequence. However, the functional cooperation between dietary factors and cancer-causing epigenetic regulation is largely unknown. Here, we use a mouse model of age-dependent p16 epimutation, in which the p16 gene activity is directly controlled by promoter DNA methylation. We show p16 epimutation is modulated by folate and cofactors in dietary supplementation, which leads to increased colon cancer risk. Importantly, our findings …

Effectiveness Of Mycorrhizae And Vermicompost Seed Inoculation For Germination, Vegetative Growth, Cannabinoid Content, And Cured Flower Weight Of Cbd-Rich Hemp (Cannabis Sativa L.), Hannah Boyer, Nicole Wagner, Merritt Drewery

Journal of Agricultural Hemp Research

Effective germination and vigorous growth of hemp cultivars is paramount to cultivators’ ability to produce high-quality hemp products. Beneficial bacteria and fungi are known symbionts to plants and are used in regenerative agriculture to increase plant health and crop yield. This pilot study investigated the effect of microbial seed inoculation on germination rate, plant height, cured flower weight, and cannabinoid content of cannabidiol (CBD)-rich hemp (Cannabis sativa L). The experiment included a control and the following treatments: 1) seed inoculation of Great White ^â Premium Mycorrhizae (GW), 2) seed inoculation of vermicompost (V), and 3) seed inoculation of Great …

Editorial: Recommendations On Inclusive Language And Transparent Reporting Relating To Diversity Dimensions For The Journal Of Pediatric Psychology And Clinical Practice In Pediatric Psychology, Avani C Modi, Sarah J Beal, Stephen P Becker, Katelynn E Boerner, E Thomaseo Burton, Diane Chen, Lori E Crosby, Marisa E Hilliard, Anna M Hood, Nicole A Kahhan, Emily Law, Kristin A Long, Meghan E Mcgrady, Rachel E Sweenie, Idia B Thurston, Cecelia Valrie, Yelena P Wu, Christina L Duncan

Faculty, Staff and Students Publications

No abstract provided.

Advancements In Revascularization Strategies For Acute Mesenteric Ischemia: A Comprehensive Review, Jacob J Gries, Hafeez Ul Hassan Virk, Bing Chen, Takashi Sakamoto, Mahboob Alam, Chayakrit Krittanawong

Faculty, Staff and Students Publications

Even with modern advancements in the management of acute mesenteric ischemia over the past decade, morbidity and mortality remain high, and the best primary treatment modality is still debated amongst interventionalists. Traditionally, interventionalists have favored an open surgical approach but are now trending for endovascular interventions due to apparent reduced mortality and complications. Newer studies suggest hybrid approaches, and intestinal stroke centers may be superior to either strategy alone. This narrative review will explore the natural history of acute mesenteric ischemia with the aim of increasing interventionalist awareness of modern advancements in revascularization strategies for this devastating disease.

Organelle Proteomic Profiling Reveals Lysosomal Heterogeneity In Association With Longevity, Yong Yu, Shihong M Gao, Youchen Guan, Pei-Wen Hu, Qinghao Zhang, Jiaming Liu, Bentian Jing, Qian Zhao, David M Sabatini, Monther Abu-Remaileh, Sung Yun Jung, Meng C Wang

Faculty, Staff and Students Publications

Lysosomes are active sites to integrate cellular metabolism and signal transduction. A collection of proteins associated with the lysosome mediate these metabolic and signaling functions. Both lysosomal metabolism and lysosomal signaling have been linked to longevity regulation; however, how lysosomes adjust their protein composition to accommodate this regulation remains unclear. Using deep proteomic profiling, we systemically profiled lysosome-associated proteins linked with four different longevity mechanisms. We discovered the lysosomal recruitment of AMP-activated protein kinase and nucleoporin proteins and their requirements for longevity in response to increased lysosomal lipolysis. Through comparative proteomic analyses of lysosomes from different tissues and labeled with …

Epstein-Barr Virus-Based Prognostic Model In Nodular Sclerosis Classic Hodgkin Lymphoma, Chen Jiang, Li-Yun Huang, Ji-Hao Zhou, Zhi-Ming Li, Yu Wang, Shuo Li, Jian-Chang Fu, Qi-Tao Huang, Qin Yan, Yu-Yuan Huang, Min Zuo, Shimin Hu, Robert Peter Gale, Yang Liang, Jing-Ping Yun, Yu-Hua Huang

Faculty, Staff and Student Publications

The role of Epstein-Barr virus (EBV) in lymphoma cells of nodular sclerosis classic Hodgkin lymphoma (NScHL) is controversial. Our aim was to explore this and establish a clinically feasible model for risk stratification. We interrogated data from 542 consecutive subjects with NScHL receiving ABVD therapy and demonstrated EBV-infection in their lymphoma cells with EBV-encoded small RNAs (EBERs) in situ hybridization. Subjects were divided into training and validation datasets. As data from the training dataset suggested EBERs-positivity was the only independent prognostic factor for both progression-free survival (PFS) and overall survival (OS), we developed corresponding prognostic models based on it. Our …

Induced Degradation Of Lineage-Specific Oncoproteins Drives The Therapeutic Vulnerability Of Small Cell Lung Cancer To Parp Inhibitors, Chiho Kim, Xu-Dong Wang, Zhengshuai Liu, Jianwei Hao, Shuai Wang, Peng Li, Zhenzhen Zi, Qing Ding, Seoyeon Jang, Jiwoong Kim, Yikai Luo, Kenneth E Huffman, Shreoshi Pal Choudhuri, Sofia Del Rio, Ling Cai, Han Liang, Benjamin J Drapkin, John D Minna, Yonghao Yu

Faculty, Staff and Student Publications

Although BRCA1/2 mutations are not commonly found in small cell lung cancer (SCLC), a substantial fraction of SCLC shows clinically relevant response to PARP inhibitors (PARPis). However, the underlying mechanism(s) of PARPi sensitivity in SCLC is poorly understood. We performed quantitative proteomic analyses and identified proteomic changes that signify PARPi responses in SCLC cells. We found that the vulnerability of SCLC to PARPi could be explained by the degradation of lineage-specific oncoproteins (e.g., ASCL1). PARPi-induced activation of the E3 ligase HUWE1 mediated the ubiquitin-proteasome system (UPS)-dependent ASCL1 degradation. Although PARPi induced a general DNA damage response in SCLC cells, this …

An Incidental Finding Of A High-Grade Glioma With Pleomorphic And Pseudopapillary Features (Hpap) With Pbrm1 Mutation, Maria A Gubbiotti, Jeffrey S Weinberg, Shiao-Pei Weathers, Pushan Dasgupta, Martin C Tom, Kenneth Aldape, Martha Quezado, Zied Abdullaev, Jason T Huse, Leomar Y Ballester

Faculty, Staff and Student Publications

No abstract provided.

Evaluation Of Potential Biomarkers For Lenvatinib Plus Pembrolizumab Among Patients With Advanced Endometrial Cancer: Results From Study 111/Keynote-146, Vicky Makker, Matthew H Taylor, Carol Aghajanian, Allen L Cohn, Marcia S Brose, Christopher Di Simone, Zhu Alexander Cao, Leah Suttner, Andrey Loboda, Razvan Cristescu, Petar Jelinic, Robert Orlowski, Lea Dutta, Junji Matsui, Corina E Dutcus, Yukinori Minoshima, Mark J Messing

Faculty, Staff and Student Publications

BACKGROUND: Lenvatinib plus pembrolizumab demonstrated clinically meaningful benefit in patients with previously treated advanced endometrial carcinoma in Study 111/KEYNOTE-146 (NCT02501096). In these exploratory analyses from this study, we evaluated the associations between clinical outcomes and gene expression signature scores and descriptively summarized response in biomarker subpopulations defined by tumor mutational burden (TMB) and DNA variants for individual genes of interest.

METHODS: Patients with histologically confirmed metastatic endometrial carcinoma received oral lenvatinib 20 mg once daily plus intravenous pembrolizumab 200 mg every 3 weeks for 35 cycles. Archived formalin-fixed paraffin-embedded tissue was obtained from all patients. T-cell-inflamed gene expression profile (Tcell …

Designing Clinical Trials For Patients Who Are Not Average, Thomas E Yankeelov, David A Hormuth, Ernesto A B F Lima, Guillermo Lorenzo, Chengyue Wu, Lois C Okereke, Gaiane M Rauch, Aradhana M Venkatesan, Caroline Chung

Faculty, Staff and Student Publications

The heterogeneity inherent in cancer means that even a successful clinical trial merely results in a therapeutic regimen that achieves, on average, a positive result only in a subset of patients. The only way to optimize an intervention for an individual patient is to reframe their treatment as their own, personalized trial. Toward this goal, we formulate a computational framework for performing personalized trials that rely on four mathematical techniques. First, mathematical models that can be calibrated with patient-specific data to make accurate predictions of response. Second, digital twins built on these models capable of simulating the effects of interventions. …

Living And Learning In Radical Spaces: Trust, Affect, And Needs In The Student-Faculty Partner Dyad, Tai C. Toh, Huang H. Chng

Teaching and Learning Together in Higher Education

No abstract provided.

Advancing Professional Values Through Cross-Community Reflective Practice, Vincent Tong

Teaching and Learning Together in Higher Education

No abstract provided.

Medical School Watercooler Newsletter - January 18, 2024, Lindsey Lyle

Watercooler Newsletter

This is the January 18, 2024 edition of the Frederick P. Whiddon College of Medicine's newsletter - Watercooler.

Contents Include:

• USA investigators awarded grants for breast cancer research
• Meet a Med Student: Megan Rasmussen
• Basic medical sciences student selected for prestigious national fellows program
• Register for virtual Tools for Teaching in Medical Education

Risk For Diagnosis Or Treatment Of Mood Or Anxiety Disorders In Adults After Sars-Cov-2 Infection, 2020–2022, Christina X. Wang, Rhea Kohli, Veronica R. Olaker, Pauline Terebuh, Rong Xu, David C. Kaelber, Pamela B. Davis

Faculty Scholarship

COVID-19 is associated with increased risks for mood or anxiety disorders, but it remains uncertain how the association evolves over time or which patient groups are most affected. We conducted a retrospective cohort study using a nationwide database of electronic health records to determine the risk of depressive or anxiety disorder diagnoses after SARS-CoV-2 infection by 3-month blocks from January 2020 to April 2022. The study population comprised 822,756 patients (51.8% female; mean age 42.8 years) with COVID-19 and 2,034,353 patients with other respiratory tract infections (RTIs) (53.5% female, mean age 30.6 years). First time diagnoses of depressive or anxiety …

Gardner-Webb Honors Students Win Top Awards At National Conference In Chicago, Office Of University Communications

Gardner-Webb NewsCenter Archive

Members of the Gardner-Webb University Honors Student Association recently attended the National Collegiate Honors Council annual conference in Chicago, Ill. Participating in the event were 1,800 honors students and administrators from colleges and universities across the United States. Only 20 awards were presented for research posters, and two students from Gardner-Webb placed in the top three.

Revealing Chronic Disease Progression Patterns Using Gaussian Process For Stage Inference, Yanfei Wang, Weiling Zhao, Angela Ross, Lei You, Hongyu Wang, Xiaobo Zhou

Faculty, Staff and Student Publications

OBJECTIVE: The early stages of chronic disease typically progress slowly, so symptoms are usually only noticed until the disease is advanced. Slow progression and heterogeneous manifestations make it challenging to model the transition from normal to disease status. As patient conditions are only observed at discrete timestamps with varying intervals, an incomplete understanding of disease progression and heterogeneity affects clinical practice and drug development.

MATERIALS AND METHODS: We developed the Gaussian Process for Stage Inference (GPSI) approach to uncover chronic disease progression patterns and assess the dynamic contribution of clinical features. We tested the ability of the GPSI to reliably …

Computer Models Can Help Us Learn More About How Eye Diseases Progress, Cassandra Corry

Research on Capitol Hill

Eye diseases are difficult to study because taking samples from living eyes can be challenging and uncomfortable. We need a model that mimics the human eye; running computer simulations seems like a promising way to conduct this research.

Persistent Voluntary Vaping In Rats Supports Biological Basis For Electronic Cigarette Use, Kiernan T. Callister, Mariah E. Willis-Moore

Research on Capitol Hill

Nicotine vaping, or e-cigarette use, is a pervasive health concern among adolescents and young adults that has many harmful impacts, such as permanent changes in brain development. 

Rats have shared neurobiology with humans and can therefore be used to examine phenomena that are difficult to experimentally study in humans. 

Our study seeks to develop and validate a new system of nicotine vaping in rats.

Mo-Doped Titanate Nanofibers From Hydrothermal Syntheses For Improving Bone Scaffold, Yang Tian

Materials Science and Engineering Faculty Publications and Presentations

A longstanding interest in bone tissue engineering is the development of new bio- scaffolds that can be manufactured on a large scale with high throughput at low cost. Here, we report a low-cost and systematically optimized hydrothermal synthesis for producing Mo- doped potassium titanate nanofibers with high structural purity. This new nanosynthesis is based on bone tissue growth on an undoped titanate nanowires-entangled scaffold, as previously reported by our team. The morphological and structural characterization data suggest that the crystal structure of Mo-doped titanate nanofibers closely resembles that of the undoped ones. This resemblance is potentially valuable for assessing the …

Long-Term Open-Label Vebicorvir For Chronic Hbv Infection: Safety And Off-Treatment Responses, Man-Fung Yuen, Scott Fung, Xiaoli Ma, Tuan Nguyen, Tarek Hassanein, Hie-Won Hann, Magdy Elkhashab, Ronald Nahass, James Park, Ira Jacobson, Walid Ayoub, Steven-Huy Han, Edward Gane, Katie Zomorodi, Ran Yan, Julie Ma, Steven Knox, Luisa Stamm, Maurizio Bonacini, Frank Weilert, Alnoor Ramji, Michael Bennett, Natarajan Ravendhran, Sing Chan, Douglas Dieterich, Paul Yien Kwo, Eugene Schiff, Ho Bae, Jacob Lalezari, Kosh Agarwal, Mark Sulkowski

Department of Medicine Faculty Papers

BACKGROUND & AIMS: The investigational first-generation core inhibitor vebicorvir (VBR) demonstrated safety and antiviral activity over 24 weeks in two phase IIa studies in patients with chronic HBV infection. In this long-term extension study, patients received open-label VBR with nucleos(t)ide reverse transcriptase inhibitors (NrtIs).

METHODS: Patients in this study (NCT03780543) previously received VBR + NrtI or placebo + NrtI in parent studies 201 (NCT03576066) or 202 (NCT03577171). After receiving VBR + NrtI for ≥52 weeks, stopping criteria (based on the treatment history and hepatitis B e antigen status in the parent studies) were applied, and patients either discontinued both VBR …

Making The Connection: How Membrane Contact Sites Have Changed Our View Of Organelle Biology, G. Voeltz, E. Sawyer, G. Hajnóczky, W. Prinz

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

The view of organelles and how they operate together has changed dramatically over the last two decades. The textbook view of organelles was that they operated largely independently and were connected by vesicular trafficking and the diffusion of signals through the cytoplasm. We now know that all organelles make functional close contacts with one another, often called membrane contact sites. The study of these sites has moved to center stage in cell biology as it has become clear that they play critical roles in healthy and developing cells and during cell stress and disease states. Contact sites have important roles …

Australian Cool-Season Pulse Seed-Borne Virus Research: 1. Alfalfa And Cucumber Mosaic Viruses And Less Important Viruses, Roger A C Jones, Benjamin S. Congdon

Biosecurity Research Articles

Here, we review the research undertaken since the 1950s in Australia’s grain cropping regions on seed-borne virus diseases of cool-season pulses caused by alfalfa mosaic virus (AMV) and cucumber mosaic virus (CMV). We present brief background information about the continent’s pulse industry, virus epidemiology, management principles and future threats to virus disease management. We then take a historical approach towards all past investigations with these two seed-borne pulse viruses in the principal cool-season pulse crops grown: chickpea, faba bean, field pea, lentil, narrow-leafed lupin and white lupin. With each pathosystem, the main focus is on its biology, epidemiology and management, …

Deep Learning-Based Multimodality Classification Of Chronic Mild Traumatic Brain Injury Using Resting-State Functional Mri And Pet Imaging, Faezeh Vedaei, Najmeh Mashhadi, Mahdi Alizadeh, George Zabrecky, Daniel A. Monti, Md, Nancy Wintering, Emily Navarreto, Chloe Hriso, Andrew B. Newberg, Feroze B. Mohamed

Department of Radiology Faculty Papers

Mild traumatic brain injury (mTBI) is a public health concern. The present study aimed to develop an automatic classifier to distinguish between patients with chronic mTBI (n = 83) and healthy controls (HCs) (n = 40). Resting-state functional MRI (rs-fMRI) and positron emission tomography (PET) imaging were acquired from the subjects. We proposed a novel deep-learning-based framework, including an autoencoder (AE), to extract high-level latent and rectified linear unit (ReLU) and sigmoid activation functions. Single and multimodality algorithms integrating multiple rs-fMRI metrics and PET data were developed. We hypothesized that combining different imaging modalities provides complementary information and …

Translating The Potential Of The Urine Steroid Metabolome To Stage Nafld (Trust-Nafld): Study Protocol For A Multicentre, Prospective Validation Study, Hamish Miller, David Harman, Guruprasad Padur Aithal, Pinelopi Manousou, Jeremy F. Cobbold, Richard Parker, David Sheridan, Philip N. Newsome, Fredrik Karpe, Matthew Neville, Wiebke Arlt, Alice J. Sitch, Marta Korbonits, Michael Biehl, William Alazawi, Jeremy W. Tomlinson

Peninsula Medical School

Introduction Non-alcoholic fatty liver disease (NAFLD) affects approximately one in four individuals and its prevalence continues to rise. The advanced stages of NAFLD with significant liver fibrosis are associated with adverse morbidity and mortality outcomes. Currently, liver biopsy remains the 'gold-standard' approach to stage NAFLD severity. Although generally well tolerated, liver biopsies are associated with significant complications, are resource intensive, costly, and sample only a very small area of the liver as well as requiring day case admission to a secondary care setting. As a result, there is a significant unmet need to develop non-invasive biomarkers that can accurately stage …

The Global Impact Of Offshore Wind Farms On Ecosystem Services, Stephen C.L. Watson, Paul J. Somerfield, Anaëlle J. Lemasson, Antony M. Knights, Andrew Edwards-Jones, Joana Nunes, Christine Pascoe, Caroline Louise Mcneill, Michaela Schratzberger, Murray S.A. Thompson, Elena Couce, Claire L. Szostek, Heather Baxter, Nicola J. Beaumont

School of Biological and Marine Sciences

Understanding the global impact of offshore wind farms (OWF) on biodiversity and ecosystem services (ES) is crucial in developing sustainable energy transition pathways. This study takes a holistic approach, coupling a semi-systematic review with a novel analytical methodology, to consider the consequences of construction & operation of OWF deployment on biodiversity and ES. 314 pieces of evidence taken from 132 peer-reviewed studies provide the basis to determine the ecological and ES impacts. The process showed that construction impacts were predominantly negative across the ecological subject groups (52%), compared with positive impacts (8%) with several species of fish (e.g. brill, cod, …

Short Peripheral Blood Leukocyte Telomere Length In Rheumatoid Arthritis-Interstitial Lung Disease, Tracy J Doyle, Pierre-Antoine Juge, Anna L Peljto, Seoyeon Lee, Avram D Walts, Anthony Joseph Esposito, Sergio Poli, Ritu Gill, Hiroto Hatabu, Mizuki Nishino, Paul F Dellaripa, Michael E Weinblatt, Nancy A Shadick, M Kristen Demoruelle, Jeffrey A Sparks, Ivan O Rosas, Benjamin Granger, Kevin D Deane, Bruno Crestani, Paul J Wolters, Philippe Dieudé, Joyce S Lee

Faculty, Staff and Students Publications

Shortened telomere lengths (TLs) can be caused by single nucleotide polymorphisms and loss-of-function mutations in telomere-related genes (TRG), as well as ageing and lifestyle factors such as smoking. Our objective was to determine if shortened TL is associated with interstitial lung disease (ILD) in individuals with rheumatoid arthritis (RA). This is the largest study to demonstrate and replicate that shortened peripheral blood leukocytes-TL is associated with ILD in patients with RA compared with RA without ILD in a multinational cohort, and short PBL-TL was associated with baseline disease severity in RA-ILD as measured by forced vital capacity percent predicted.

Identification Of Molecular Subphenotypes In Two Cohorts Of Paediatric Ards, Nadir Yehya, Matt S Zinter, Jill M Thompson, Michelle J Lim, Mark R Hanudel, Mustafa F Alkhouli, Hector Wong, Matthew N Alder, Daniel J Mckeone, E Scott Halstead, Pratik Sinha, Anil Sapru

2020-Current year OA Pubs

BACKGROUND: Two subphenotypes of acute respiratory distress syndrome (ARDS), hypoinflammatory and hyperinflammatory, have been reported in adults and in a single paediatric cohort. The relevance of these subphenotypes in paediatrics requires further investigation. We aimed to identify subphenotypes in two large observational cohorts of paediatric ARDS and assess their congruence with prior descriptions.

METHODS: We performed latent class analysis (LCA) separately on two cohorts using biomarkers as inputs. Subphenotypes were compared on clinical characteristics and outcomes. Finally, we assessed overlap with adult cohorts using parsimonious classifiers.

FINDINGS: In two cohorts from the Children's Hospital of Philadelphia (n=333) and from a …

Enabling The Clinical Application Of Artificial Intelligence In Genomics: A Perspective Of The Amia Genomics And Translational Bioinformatics Workgroup, Nephi A Walton, Radha Nagarajan, Chen Wang, Murat Sincan, Robert R Freimuth, David B Everman, Derek C Walton, Scott P Mcgrath, Dominick J Lemas, Panayiotis V Benos, Alexander V Alekseyenko, Qianqian Song, Ece Gamsiz Uzun, Casey Overby Taylor, Alper Uzun, Thomas Nate Person, Nadav Rappoport, Zhongming Zhao, Marc S Williams

Faculty, Staff and Student Publications

OBJECTIVE: Given the importance AI in genomics and its potential impact on human health, the American Medical Informatics Association-Genomics and Translational Biomedical Informatics (GenTBI) Workgroup developed this assessment of factors that can further enable the clinical application of AI in this space.

PROCESS: A list of relevant factors was developed through GenTBI workgroup discussions in multiple in-person and online meetings, along with review of pertinent publications. This list was then summarized and reviewed to achieve consensus among the group members.

CONCLUSIONS: Substantial informatics research and development are needed to fully realize the clinical potential of such technologies. The development of …