Digital Commons Network^™

Design And Economic Assessment Of A Sustainable Standalone Photovoltaic System For Hospital Lift Applications, Tasneem M. Abed, Saad S. Eskander, Mohamed A. Elsayes, Mohamed Zaki

Mansoura Engineering Journal

This study presents an optimized design and operation strategy for a stand-alone solar photovoltaic power system to drive a 4.5 kW elevator at Mansoura University Hospital, Egypt. The research aims to reduce the battery bank capacity and overall system cost while maximizing the utilization of solar panels. A novel "Optimum Operator System" is proposed, incorporating three power switches controlled by an Arduino microcontroller. The system's performance is analyzed through extensive modeling, simulation, and experimental validation. Results show a significant reduction in battery bank capacity, with 7 fewer 100 Ah batteries required compared to conventional systems. The proposed method significantly enhances …

High-Throughput Multi-Organ Proteomics Workflow For Drug Efficacy And Toxicity Analysis, Yun Xiong, Lin Tan, Wai-Kin Chan, Dandan Zhu, Huimin Zhang, Eric S Yin, Sri Ramya Donepudi, Jibin Ding, Bo Wei, Bao Tran, Sara Martinez, Iqbal Mahmud, Faiza Hanif Waghu, Hamish I Stewart, Daniel J Hermanson, Rehan Akbani, John N Weinstein, Junjie Chen, Philip L Lorenzi

Faculty, Staff and Student Publications

Rapid and comprehensive analysis of complex proteomes across large sample sets is vital for unlocking the potential of systems biology. We present a high-throughput mass spectrometry (MS) proteomics method that integrates narrow-window data-independent acquisition (nDIA) with short-gradient micro-flow chromatography, enabling profiling of >240 samples per day. This optimized MS approach identifies 6,201 and 7,466 human proteins with 1- and 2-min gradients, respectively. As a practical application, we analyzed 507 samples composed of 13 different tissues from mice treated with the enzyme-drug L-asparaginase (ASNase) or its glutaminase-free Q59L mutant, generating a quantitative profile of 11,472 proteins following drug treatment. The MS …

Computational Investigation Of Cavitation Inception In Centrifugal Pumps, Mohamed Ibrahim Eldesouky, Asmaa Khater, Abdel-Rahim Dohina, Mohamed Rabie

Mansoura Engineering Journal

This study examines the effects of suction chamber baffle configurations on both hydraulic efficiency and cavitation characteristics in a low specific speed centrifugal pump. Four baffle configurations (zero, one, two, and three baffles) were tested at three different heights using refined computational fluid dynamics simulations. The Zwart-Gerber-Belamri cavitation model was enhanced by adjusting nucleation site radius and evaporation coefficient values to better align with previous research findings. Results revealed that the optimal baffle height is approximately one-third of the impeller suction eye radius, significantly improving cavitation resistance. Under non-cavitation conditions, all baffled configurations outperformed the no-baffle setup, with a single …

Enhancing Foam Concrete Performance: The Role Of Magnetized Water On Workability, Strength, And Microstructure Properties, Amr Elkazzaz, Mohamed M. Yousry Elshikh, Walid E. Elemam

Mansoura Engineering Journal

Conventional foam concrete suffers from low strength and heterogeneous pore structure due to its porous structure and incomplete hydration, limiting its structural applications. This study investigates the use of magnetized water (MW) as a mixing medium to enhance hydration efficiency and improve both fresh and hardened properties of foam concrete. Three density grades 620, 1300, and 1900 kg/m³, designated as Groups A, B, and C were prepared and tested. Compressive strength measurements indicated that MW enhanced performance across all densities. In Group A, 28-day strength increased slightly from 2.4 MPa with tap water (TW) to 2.8 MPa with MW. For …

Life-Cycle-Oriented Selection Framework For Solar Shading Devices In Hot–Arid Building Façades: From Traditional Precedents To Pv-Integrated Systems, Sameh Ahmed Qadry

Mansoura Engineering Journal

Abstract

This study proposes a life-cycle–oriented, computationally light framework for selecting solar shading devices in hot–arid building façades. While previous research has extensively analysed shading performance using detailed simulations, most studies focus on single systems or materials, rarely comparing traditional, modern, and PVintegrated solutions within a unified life-cycle and operation–maintenance perspective. The research addresses this gap by integrating three shading families—traditional local precedents (e.g. mashrabiya, rawshan), modern fixed and dynamic systems, and hybrid PV-integrated façades—into a comparative decision-support framework tailored to hot–arid climates. Methodologically, the study combines: (1) a structured descriptive–analytical literature review with analytical coding of key attributes (design …

Genome And Transcriptome-Wide Analyses Identify Multiple Candidate Genes And A Significant Polygenic Contribution In Bicuspid Aortic Valve, Sébastien Thériault, Jacob A Holdcraft, Dinara Sharipova, Adèle Faucherre, Radoslaw M Debiec, Gina M Peloso, Baravan Al-Kassou, Sary Aranki, Elena Ashikhmina Swan, Andrea Ballotta, Michele Bellino, Hanna M Björck, Anne Sophie Boureau, Peter S Braund, François Corriveau, François Dagenais, Lasse Folkersen, Amalia Forte, Michael D Francke, Alessandro Frigiola, Svetlana Gorbatov, Dongchuan Guo, Karam M Habchi, Mahyar Heydarpour, Eric M Isselbacher, Chris Jopling, Fabien Laporte, Solena Le Scouarnec, Zhonglin Li, Peter Lichtner, Carlo Maj, Hasanga D Manikpurage, Christopher P Nelson, Thy B Nguyen, Russell A Norris, Chin Siang Ong, Philippe Pibarot, Tanmoy Roychowdhury, Berardo Sarubbi, Floriane Simonet, Thoralf Sundt, Ida Surakka, Idit Tessler, Cristen J Willer, Susanne Wittmann, Bo Yang, Igor Berezovets, Stefanie A Doppler, Martina Dreßen, Katharina Knoll, Thomas Puehler, Heribert Schunkert, Jean-François Avierinos, Malenka M Bissell, Aidan P Bolger, Yohan Bossé, Eduardo Bossone, María Brion, Rodolfo Citro, Carlo De Vincentiis, G Michael Deeb, Alessandro Della Corte, Christian Dina, Ronen Durst, Stephan Ensminger, Per Eriksson, Arturo Evangelista, Anders Franco-Cereceda, Dan Gilon, Betti Giusti, Simon L Hetherington, Gordon S Huggins, Markus Krane, Thierry Le Tourneau, Giuseppe Limongelli, Patrick Mathieu, David Messika-Zeitoun, Hector I Michelena, Dianna Milewicz, Jochen D Muehlschlegel, David R Murdock, Georg Nickenig, Stefano Nistri, Markus M Nöthen, Francesca Pluchinotta, Siddharth K Prakash, Nilesh J Samani, Jean-Jacques Schott, Tom R Webb, Stéphane Zaffran, Salim Abdelilah-Seyfried, Kim Eagle, Johannes Schumacher, Teresa Trenkwalder, Simon Body

Faculty, Staff and Student Publications

Background: Bicuspid aortic valve (BAV) is a frequent congenital heart defect with a high heritability. Despite this, only a limited number of genes have been associated with the disease, and the molecular mechanisms remain unexplained in most cases. This study aimed to further understand the genetic architecture of BAV.

Methods: A genome-wide association study meta-analysis including 9631 cases among 65 677 participants was performed. Genes were prioritized using transcriptomic analyses based on RNA sequencing in relevant tissues, including human fetal and adult aortic valves. The impact of the knockdown or knockout of 4 candidate genes on cardiac development was verified …

Tracking Focal Adhesion Turnover: A Novel Reporter For Fa-Phagy Flux, Kuizhi Qu, Mengjun Dai, Ying Jiang, Sophie Liu, John P Hagan, Louise D Mccullough, Zhen Xu, Yan-Ning Rui

Faculty, Staff and Student Publications

Focal adhesions (FAs) are critical multi-protein complexes regulating cell adhesion, migration, and survival, and their dysregulation contributes to cancer metastasis and vascular diseases. Despite extensive research on FA formation, little is known about FA turnover, particularly its regulation by autophagy. This study introduces a novel tandem fluorescence reporter capable of tracking the entire FA-phagy flux, from autophagosome formation to lysosomal degradation. The reporter, based on a red–green fluorescence system with a lysosome-specific cleavage site, integrates seamlessly into endogenous focal adhesion complexes, demonstrating sensitivity and specificity to autophagy stimuli. Validated in multiple cell lines, the tool revealed dynamic FA-phagy responses to …

Green Technology: A Systematic Review Of Ai And Iot Solutions For A Sustainable Future, Nesma Abd El-Mawla, Mohamed A. Berbar, Nawal A. El-Fishawy, Mohamed A. El-Rashidy, Mahmoud Badawy

Mansoura Engineering Journal

Green technology offers a solution to the pressing environmental crisis. It can change the structure and generation of waste so as not to harm the earth, and people can become environmentally friendly. To address complex environmental challenges like climate change and pollution, innovative Artificial Intelligence (A.I.) and Internet of Things (IoT) solutions are essential. These technologies can help optimize resource use, reduce waste, and promote sustainable development. However, it's crucial to balance economic growth, social equity, and environmental protection when implementing green technologies. This survey paper systematically examines the landscape of Green Technology, focusing on its pivotal components: Measures of …

Intense Solar Radiation Constrains Plant Species Richness In Global Grasslands, Marie Spohn, Carlos Alberto Arnillas, Jonathan D. Bakker, Elizabeth T. Borer, Kari Anne Bråthen, Marc W. Cadotte, Erika I. Hersch-Green, Et Al.

Michigan Tech Publications

The search for predictors of plant diversity has challenged scientists for decades. Here we identify intense photosynthetically active radiation (PAR) as a major factor constraining plant species richness in global grasslands. We show that the strength of the negative relationship between species richness and PAR increases with increasing elevation and that species richness is more strongly correlated with intense PAR than with UV-B radiation, climate variables, and atmospheric nitrogen deposition. In addition to species richness, plant biomass was also negatively correlated with PAR at higher elevations, indicating that intense PAR also constrains plant biomass in montane grasslands. Furthermore, we show …

Geochemical Fate Of Lead In Contaminated Residential Soils Following Application Of Amendments For Lead Immobilization, Hadeer Saleh, Washington Braida, Zhiming Zhang, Rupali Datta, Dibyendu Sarkar

Michigan Tech Publications

Background: Lead (Pb) persists in urban soils, where its partitioning among geochemical fractions governs mobility, bioavailability, and human health risk. These fractions are strongly controlled by soil physicochemical properties, necessitating site-specific remediation strategies. Methods: This study developed a site-specific Pb immobilization framework linking amendment selection to soil geochemistry and sustainability considerations. Pb-contaminated residential soils from three U.S. cities, San Antonio (alkaline), Baltimore (acidic), and Detroit (near-neutral), were treated with gypsum, biochar + lime, and alum, respectively. Changes in Pb speciation were tracked using sequential extraction over 7, 30, and 90 days. Results: All amendments significantly reduced exchangeable Pb (F1) and …

Agricultural Water Management In A Changing Maryland: Stakeholder Experiences And Attitudes Towards Weather Variability, Alternative Water Sources, And Related Factors, Michele Romolini, Alexa C. Siglar, Paul T. Leisnham, Amanda K. Rockler, Masoud Negahban-Azar, Adel Shirmohammadi

Center for Urban Resilience Scholarship

The state of Maryland has experienced significant but commonly overlooked impacts on water quality and quantity. Future climate change is predicted to further reduce water availability, with nontraditional water sources such as treated recycled wastewater (TRW) as one potential way to mitigate impacts. We conducted semi-structured interviews with 17 Maryland stakeholders—including farmers, extension agents, state agency personnel, and academics—to explore their perceptions and experiences with 1) past, existing and future weather variability; 2) freshwater and reusable water use and management in agriculture; and 3) related factors impacting agricultural water management. Qualitative coding of interview transcripts produced 27 categories containing 291 …

The Next Layer: Augmenting Foundation Models With Structure-Preserving And Attention-Guided Learning For Local Patches To Global Context Awareness In Computational Pathology, Muhammad Waqas, Rukhmini Bandyopadhyay, Eman Showkatian, Amgad Muneer, Anas Zafar, Frank R Alvarez, Maricel Corredor Marin, Wentao Li, David Jaffray, Cara Haymaker, John V Heymach, Natalie Vokes, Luisa M Solis Soto, Jianjun Zhang, Jia Wu

Faculty, Staff and Student Publications

Foundation models have emerged as powerful feature extractors in computational pathology. However, they typically omit mechanisms for leveraging the global spatial structure of tissues and the local contextual relationships among diagnostically relevant regions-key elements for understanding the tumor microenvironment. Multiple instance learning (MIL) remains an essential next step following the foundation model, designing a framework to aggregate patch-level features into slide-level predictions. We present EAGLE-Net, a structure-preserving, attention-guided MIL architecture designed to augment prediction and interpretability. EAGLE-Net integrates multi-scale absolute spatial encoding to capture global tissue architecture, a top-K neighborhood-aware loss to focus attention on local microenvironments, and background suppression …

Tumor Radiosensitization With Gold Nanoparticles: Evolving Strategies To Improve Tumoral Gold Uptake And Catalyze Future Clinical Translation, Prapannajeet Biswal, Geraldine V Vijay, Gabrielle Krouse, Phuoc Minh Quan Mai, Bhoomika Muruvekere Lakshmisha, Sanaz Keshavarz Shahbaz, Mahdieh Yousefi Taba, Aria Sabbagh, Lydia Wt Cheung, Yuri Mackeyev, Khadijeh Koushki, Sunil Krishnan

Faculty, Staff and Student Publications

Radiation therapy is integral to the treatment regimens of over 50% of cancer patients. However, it is not biologically targeted to just the tumor, leading to adverse effects in peritumoral normal tissue. Selective uptake of gold nanoparticles (AuNPs) by tumors realizes tumor-specific radiosensitization via increased secondary electron release from high atomic number gold atoms. Here, we review AuNP-mediated radiosensitization and outline strategies to optimize tumor-targeted AuNP delivery. Modifying the physicochemical characteristics of AuNPs, including size, shape, charge, and surface chemistry, can increase their ability to evade the reticuloendothelial system (RES) and penetrate the dense tumor stromal architecture, thereby promoting tumor …

Repurposing Of The Macrolide Antibiotic Clarithromycin For The Prevention Of Lung Cancer, Shanshan Deng, Tabish Hussain, Thais F Bartelli, Manu M Sebastian, Melody Zarghooni, Walter V Velasco, Brandon Somerville, Linda Phan, Michelle I Savage, Yurong Song, John L Clifford, Humam Kadara, Florencia Mcallister, Powel H Brown, Seyed Javad Moghaddam, C Marcelo Aldaz

Faculty, Staff and Student Publications

Drug repurposing is the process of reusing existing pharmaceuticals for novel clinical purposes, which offers advantages such as streamlined clinical trial access and reduced drug development costs. Clarithromycin (CAM), a member of the macrolide antibiotics family, is a promising candidate for repurposing in cancer therapy due to its known preclinical and clinical immunomodulatory and anticancer properties. In the current study, we investigated whether CAM could be repurposed as a preventive treatment for KRAS-mutant lung cancer, a subtype of lung adenocarcinoma that is strongly associated with heavy smoking. CCSPCre; LSL-KrasG12D mice at an early stage of tumor development were treated with …

Cellular Therapy For The Treatment Of Ischemic Limb Disease, Akazha Nicole Green

ETDs from 2020-2029

Ischemic limb disease continues to pose major clinical challenges. The effect of this disease causes restricted blood flow, which is followed by a limited ability to regenerate in the vascular tissues. The purpose of this study is to address the current limitations in producing large-scale generation of Smooth Muscle Cells (SMCs) derived from human induced pluripotent stem cells (hiPSCs) and then assessing their potential therapeutic efficiency individually and in combination with endothelial cells (ECs) for vascular repair. A dynamic three-dimensional (3D) culture system was integrated with a two- dimensional (2D) expansion to enhance cell culture yield while maintaining contractile marker …

Exploring Sex Differences In Stroke Outcomes: A Comprehensive Analysis From The Span 1 Trial, Anjali Chauhan, Eunyoung Angela Lee, Rakesh B Patel, Mariia Kumskova, Enrique C Leira, Anil Chauhan, Yanrong Shi, Suyi Cao, Raymond C Koehler, Krishnan M Dhandapani, Mohammad Badruzzaman Khan, Pradip K Kamat, Ali Arbab, David C Hess, Alison L Herman, Ligia Boisserand, Lauren H Sansing, Andreia Morais, Xuyan Jin, Sanem Aykan, Takahiko Imai, Cenk Ayata, Karisma A Nagarkatti, Jessica Lamb, Márcio A Diniz, Patrick D Lyden, Jaroslaw Aronowski, Louise D Mccullough

Faculty, Staff and Student Publications

Background: Stroke is a sexually dimorphic disease, with different risk factors, incidence, outcomes, and treatment responses in men and women. While sex differences have been documented in preclinical studies, these findings often come from single-site studies with small sample sizes and require validation across diverse research settings.

Methods: We used data from the SPAN (Stroke Preclinical Assessment Network), a randomized, placebo-controlled, blinded, multilaboratory trial, to determine if sex differences in neurological outcomes are present in preclinical stroke models. We analyzed data from 665 stroke animals treated with saline, including young mice, diet-induced obese mice, aging mice, young rats, and spontaneously …

Nci-Designated Cancer Centers' Policies And Practices With Regard To Alcohol And Cancer: A Call To Lead, Ernest T Hawk, Stephanie L Martch, Meghan Si, Sanjay Shete

Faculty, Staff and Student Publications

Background: Alcohol, a known carcinogen since 1988, increases risk of cancers of the mouth, pharynx, larynx, esophagus, liver, breast, and colorectum. More than one half of US adults consume alcohol whereas about two thirds are unsure whether or unaware that alcohol intake is linked to cancer risk.

Methods: Our objective was to survey awareness, beliefs, intentions, policies, practices, and goals/perceived responsibilities related to establishing/promoting actions to reduce alcohol-related cancer risks from leaders of 72 NCI-Designated Cancer Centers.

Results: Sixty-one percent responded. Forty-three percent either believed in or were uncertain about alcohol's purported health benefits. Nevertheless, 86% considered it part of …

Nanomedicine Meets Immunotherapy: Transforming Chimeric Antigen Receptor T Cell Treatment For Solid Tumors, Stephen O'Rourke, Nuo Xu, Hongjun Wang, Hexin Chen

Faculty Publications

The emergence of effective immunotherapies has drastically revolutionized clinical management of many cancer types. Among them, chimeric antigen receptor (CAR)-T cell therapy (CTT), as a groundbreaking approach, has been considered as a “living drug,” displaying unprecedented clinical outcomes with hematological malignancies, including B cell leukemia and lymphomas, and multiple myeloma. Despite the high remission rates and improved survival achieved with hematological cancers, the effectiveness of CTT in solid tumors remains largely unsatisfactory. The efficacy of CTT in solid tumors is significantly challenged by multiple factors, including tumor-antigen heterogeneity, limited T cell trafficking and infiltration, a highly immunosuppressive tumor microenvironment, and …

Dispersion-Enhanced Nitrogen-Centered Photocatalysis Of The Direct Hydrogen Atom Transfer, Jiasong Zhang, Kaitong Zhuang, Ramon Trevino, Babu Raj Dhungana, Huiying Sun, Shuyu Yin, Yuting Li, Jacob A Sanchez, Xiaoyu Xia, Ramy Elerian, Yao Sun, Seth O Fremin, Chao Huang, Min He, Maosheng Cheng, Oleg V Larionov, Shengfei Jin

Faculty, Staff and Student Publications

The development of structurally distinct and modular photocatalysts for direct hydrogen atom transfer (HAT) has emerged as a key frontier in radical-mediated C-H functionalization of strong carbon-hydrogen bonds. Despite the largely untapped potential across the fields of organic synthesis, medicinal chemistry, and materials science, few classes of direct HAT photocatalysts are currently known, and the approaches to enhancing their photocatalytic activity remain underdeveloped. We report herein the development of nitrogen-centered direct HAT photocatalysts based on the acridine framework, which leverage a C9-ortho-biaryl substituent for enhancing the photocatalytic activity through stabilizing dispersion interactions with the substrate as the key steering effect. …

A Robust Framework For Solving Pdes: Biorthogonal Spline Wavelet Methods, Mutaz Mohammad, Alexander Trounev

All Works

This paper presents a novel numerical approach for solving the partial differential equations (PDEs), focusing on the Diffusion equation. The method combines a collocation approach with wavelet techniques to achieve high accuracy in approximating solutions. A detailed framework for the proposed method, explaining the discretization process at multiple collocation points and the formulation of the resulting system of linear equations is provided. An implementation is conducted to demonstrate the method's effectiveness in capturing the complex behaviors typical of the model studied. Comparisons with analytical solutions underscore the robustness and precision of the technique, paving the way for its application in …

Impact Of Iron-Bearing Fillers On The Mechanical Strength And Chemical Stability Of Magnesium Potassium Phosphate Matrices Incorporating Rhenium, Sergey Sayenko, Volodymyr Shkuropatenko, Hans Conrad Zur Loye, Petr Vecernik, Monika Kiselova, Vlastislav Kašpar, Vlastimil Miller, Petr Bezdicka, Jan Šubrt, Petra Ecorchard, Natalija Murafa, Iva Milisavljevic, Scott T. Misture

Faculty Publications

We report on the study of the immobilization process of non-radioactive rhenium (Re), a chemical analogue of technetium-99 (⁹⁹Tc), in compounds based on magnesium potassium phosphate (MKP), as well as the possibility of enhancing their properties with iron-bearing additives/fillers. Powdered Re2O7 was used as the initial Re-containing source. Because of the solubility and high leachability of Tc (VII), which is also volatile at high temperatures, its immobilization for long-term storage and disposal poses a serious challenge to researchers. Taking this into account, low-temperature stabilization technology based on MKP, a cementitious material, is currently considered promising. We prepared experimental …

Cellscout: Visual Analytics For Mining Biomarkers In Cell State Discovery, Rui Sheng, Zelin Zang, Jiachen Wang, Yan Luo, Zixin Chen, Yan Zhou, Shaolun Ruan, Huamin Qu

Research Collection School Of Computing and Information Systems

Cell state discovery is crucial for understanding biological systems and enhancing medical outcomes. A key aspect of this process is identifying distinct biomarkers that define specific cell states. However, difficulties arise from the co-discovery process of cell states and biomarkers: biologists often use dimensionality reduction to visualize cells in a two-dimensional space. Then they usually interpret visually clustered cells as distinct states, from which they seek to identify unique biomarkers. However, this assumption is often this assumption often fails to hold due to internal inconsistencies in a cluster, making the process trial-and-error and highly uncertain. Therefore, biologists urgently need effective …

Genomic Comparisons And The Adaptive Basis Of Brain Size Plasticity And Chromosomal Instability In The Eurasian Common Shrew, William R. Thomas, Tanya M. Lama, Cecilia Baldoni, Laia Marín-Gual, Diana Moreno Santillán, Marta Farré, Linelle Abueg, Jennifer Balacco, Olivier Fedrigo, Giulio Formenti, Nivesh Jain, Jacquelyn Mountcastle, Tatiana Tilley, Ying Sims, Alan Tracey, Jo Wood, David A. Ray, Dominik Von Elverfeldt, John Nieland, Angelique P. Corthals, Aurora Ruiz-Herrera, Dina K.N. Dechmann, Erich Jarvis, Liliana M. Dávalos

Biological Sciences: Faculty Publications

Sorex araneus, the Eurasian common shrew, has seasonal brain size plasticity (Dehnel's phenomenon) and many intraspecific chromosomal rearrangements. Genomic contributions to these traits, however, remain unknown. We couple a chromosome-scale genome assembly with seasonal brain transcriptomes to discover relationships between molecular evolution and both traits. While Positively Selected Genes (PSGs) enriched the Fanconi anemia DNA repair pathway (FANCI, FAAP100), which is likely involved in chromosomal rearrangements by preventing the accumulation of chromosomal aberrations, genes under positive selection or showing seasonal differential expression in the brain implicate neurogenesis (PCDHA6, SOX9, Notch signaling) and metabolic regulation (VEGFA, SPHK2) as key mechanisms underlying …

Dna Stability In Aqueous Solutions: A Case Study On Poly A - Poly T Duplex Using Molecular Dynamics Simulations, Haripriya Chennuru

Biochemistry and Molecular Biology

This thesis relies on molecular dynamics (MD) simulations, which apply the AMBER software package to analyze the structural stability, energetics, and dynamics of Poly A - Poly T DNA duplexes. This work is mainly concerned with testing configurations of non-bonded interaction cutoffs (12 Å and 15 Å) on the Generalized Born solvation models (IGB1 and IGB2) to determine the most appropriate conditions regarding computation time and physical reliability in DNA molecular dynamics. The solvation models enable effective simulation of solvent effects, facilitating the calculation of simulation parameters to evaluate structural stability within different environmental conditions. Overall, the performance indicates that …

Hold Paramount The Health, Safety, And Welfare Of The Public And The Planet, Daniel B. Oerther

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

No abstract provided.

Decellularized Extracellular Matrix Scaffolds To Engineer The Dormant Landscape Of Microscopic Colorectal Cancer Liver Metastasis, Sabrina N Vandenheuvel, Lucia L Nash, Abigail J Clevenger, Claudia A Collier, Oscar R Benavides, Sanjana Roy, Brinlee Goggans, Aelita Salikhova, Anvitha Tharakesh, Svasti Haricharan, Amber N Stratman, Scott Kopetz, Alex J Walsh, Shreya A Raghavan

Faculty, Staff and Student Publications

Recurrent liver-metastatic colorectal cancer contributes to high mortality. Recurrence occurs when dormant, microscopic residual disease survives initial treatment to escape dormancy. In their dormant, microscopic state within the liver, these metastatic lesions are undetectable by clinical diagnostic imaging until they form overt, chemoresistant metastases. Therefore, understanding the molecular mechanisms underlying dormancy in colorectal cancer liver metastases is a significant knowledge gap, motivating the engineering of nuanced in vitro models of disease. The current work presents an engineered model of liver-metastatic colorectal cancer dormancy. Decellularized extracellular matrix (dECM) scaffolds are used to provide microscopic colorectal cancer cell clusters with a biomimetic, …

Quantitative Analysis Of Robustness-Based Versus Let-Based Optimization In Intensity-Modulated Proton Therapy For Pediatric Brain Tumors, Fariha Kabir Torsha, Gino Lim, Hadis Moazami Goudarzi, Radhe Mohan, David Grosshans, Wenhua Cao

Faculty, Staff and Student Publications

Purpose: To perform a quantitative analysis of the trade-off between robustness-based and linear energy transfer (LET)-based optimization of intensity-modulated proton therapy for anatomically challenging pediatric brain tumor cases.

Methods: Three pediatric brain tumor patients were included in this study. Three plans were generated for each case based on: (1) nominal optimization, without considering uncertainties and LET; (2) robust optimization, including proton range and patient setup uncertainties; and (3) LET optimization, considering increasing LET in the target and reducing LET in normal tissues. All plans were optimized with individually fine-tuned objective weighing to obtain highest achievable target coverage and meet dose …

Leveraging Large Language Models For Heuristic Usability Assessment Of Medical Software: Insights With The Radiation Planning Assistant, Laurence E Court, Jacobus Smit, Lourens Strauss, William Shaw, Andrea Marais, Christoph Trauernicht, Nanette Joubert, Elaine Smith, Shona Badre, Graeme L Lazarus, Thekiso Khotle, Lauren Netherton, Wanda Van Heerden, Carlos Cardenas, Monica Serban, Jan Seuntjens, Christine V Chung, Pavel Govyadinov, Meena Khan, Saurabh Nair, Tucker Netherton, Lifei Zhang

Faculty, Staff and Student Publications

Background: Usability engineering is essential for ensuring the safety and effectiveness of medical software, as design-related issues are a leading cause of use errors in clinical settings. Heuristic evaluation provides a practical approach to identifying usability problems, but its outcomes depend heavily on expert interpretation. Large Language Models (LLMs), such as ChatGPT, offer a potential means to augment heuristic evaluation by generating structured, context-aware usability feedback. This study explored the use of ChatGPT to support heuristic assessment of the Radiation Planning Assistant (RPA), a web-based radiotherapy planning tool designed to support clinical teams in low- and middle-income countries.

Methods: ChatGPT …

Convolutional Neural Networks For Automatic Tuber Segmentation And Quantification Of Tuber Burden In Tuberous Sclerosis Complex, Iván Sánchez Fernández, Matheus D Soldatelli, Gillian N Miller, Catharina F Gout, Ellen C Broekhuizen, Iris C J Den Hertog, Daan A Pijs, Errol Apostolopoulos, Prabhjot Kaur, Abdelhakim Ouaalam, Martina E Bebin, Hope Northrup, Darcy A Krueger, Joyce Y Wu, Alexander L Cohen, Mustafa Sahin, Davood Karimi, Simon K Warfield, Jurriaan M Peters

Faculty, Staff and Student Publications

Objective: This study was undertaken to develop a fully automated algorithm for tuber segmentation and quantification of tuber volume that performs similarly to the gold standard human neuroradiologist.

Methods: We used brain magnetic resonance imaging (MRI) from patients with tuberous sclerosis complex (TSC) to train and validate a convolutional neural network (CNN), which was evaluated on segmentation with the Dice-Sørensen similarity coefficient (DSSC) and on tuber burden quantification with Spearman correlation coefficient against a neuroradiologist's gold standard in the test set.

Results: We collected 263 MRIs from 196 patients (57% males) with median (25th percentile-75th percentile) age of 4.3 (3.0-10.1) …

Presenilin L166p Mutation, A Model Of Familial Alzheimer's Disease, Leads To Early Onset Bone Loss, Vidyani Suryadevara, Connor J Krehbial, Anuradha K Valiya, Melinda Vang, Julian Balanta-Melo, Pierre P Eleniste, Sumana Posritong, Jung Min Hong, Katie Chester, Gabriel M Pagnotti, Teresita Bellido, Monte S Willis, Angela Bruzzaniti

Faculty, Staff and Student Publications

Accelerated bone loss has been reported in the early stages of Alzheimer's disease (AD) as indicated by reduced bone mineral density and increased fracture risk in these patients, compared to healthy individuals. In the present study, we investigated bone loss in mouse models of familial Alzheimer's disease harboring the Presenilin 1 (L166P) knock-in mutation (PSEN1 KI), with or without the human amyloid precursor protein transgene (hAPP Tg+) known to induce brain amyloid pathology by 6 months. Female and not male 12-month PSEN1/hAPP Tg+ mice exhibited reduced whole-body bone mineral density and bone mineral content, compared to sex-matched controls. Consistent with …