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Tumour-Brain Crosstalk Restrains Cancer Immunity Via A Sensory-Sympathetic Axis, Haohan K Wei, Chuyue D Yu, Bo Hu, Xing Zeng, Hiroshi Ichise, Liang Li, Yu Wang, Ruiqi L Wang, Ronald N Germain, Rui B Chang, Chengcheng Jin Feb 2026

Tumour-Brain Crosstalk Restrains Cancer Immunity Via A Sensory-Sympathetic Axis, Haohan K Wei, Chuyue D Yu, Bo Hu, Xing Zeng, Hiroshi Ichise, Liang Li, Yu Wang, Ruiqi L Wang, Ronald N Germain, Rui B Chang, Chengcheng Jin

Faculty, Staff and Student Publications

Body–brain communication has emerged as a key regulator of tissue homeostasis1–5. Solid tumours are innervated by different branches of the peripheral nervous system and increased tumour innervation is associated with poor cancer outcomes6–8. However, it remains unclear how the brain senses and responds to tumours in peripheral organs, and how tumour–brain communication influences cancer immunity. Here we identify a tumour–brain axis that promotes oncogenesis by establishing an immune-suppressive tumour microenvironment. Combining genetically engineered mouse models with neural tracing, tissue imaging and single-cell transcriptomics, we demonstrate that lung adenocarcinoma induces innervation and functional …


Dissolved Organic Matter Composition In The Laurentian Great Lakes Ice And Its Contribution To Spring Melt, Anthony J. Arsenault, Nolan J.T. Pearce, Ted Ozersky, Sarah C. D’Amario, Kirill Shchapov, Hunter J. Carrick, Trista Vick-Majors, Et Al. Feb 2026

Dissolved Organic Matter Composition In The Laurentian Great Lakes Ice And Its Contribution To Spring Melt, Anthony J. Arsenault, Nolan J.T. Pearce, Ted Ozersky, Sarah C. D’Amario, Kirill Shchapov, Hunter J. Carrick, Trista Vick-Majors, Et Al.

Michigan Tech Publications

Dissolved organic matter (DOM) plays a vital role in lakes, but its behavior in winter is poorly understood. This study examined the differences in DOM between lake ice and the upper water column across 18 sites in the Laurentian Great Lakes, integrating in situ sampling and remotely sensed ice data to create a mass budget model to estimate basin-scale DOM storage and release from ice. We found that the composition of the DOM pool in ice varied based on ice thickness, water DOM composition, nutrients, and dissolved organic carbon concentrations. Calculations of protein-like, microbial humic-like, and terrestrial-like DOM storage in …


Study Of Nano-Bio Interactions In Biological Fluids: Modelling And Simulations., Beatrice Cipriani Feb 2026

Study Of Nano-Bio Interactions In Biological Fluids: Modelling And Simulations., Beatrice Cipriani

Doctoral

Nanoparticles have attracted significant interest due to their tunable properties and unique physicochemical characteristics, offering promising applications in drug delivery, biosensing, and diagnostics. Their use in medicine has the potential to reshape current paradigms by enabling more efficient, precise, and patient-centric approaches. Although advances in nanomaterial synthesis have rapidly expanded the library of available nanodevices, our understanding of the mechanisms that govern their behaviour at biological interfaces remains limited. Nanoparticles are similar in size to biomolecules found in biological environments, leading to complex, competitive interactions that affect their functional performance, biological fate, and acquired bioidentity. Unlike traditional small molecules, which …


Protein Allostery Probed By Ligands Across Sites, Virgil A. Woods Feb 2026

Protein Allostery Probed By Ligands Across Sites, Virgil A. Woods

Dissertations, Theses, and Capstone Projects

Allostery is a pervasive regulatory principle throughout biology, yet the structural pathways by which distal inputs alter active‑site chemistry within protein structures remain incompletely defined and exploited. This dissertation uses protein tyrosine phosphatase 1B (PTP1B) as a tractable model to map those pathways with complementary experimental and computational tools. I integrate high‑resolution hydrogen-deuterium exchange mass spectrometry (HDX-MS), room-temperature crystallography, NMR, steady-state kinetics, crystallographic pseudo-ensembles, and machine-learning-guided ligand discovery. The working premise is that regulation reflects redistribution within a conformational ensemble rather than a binary switch. That orthogonal perturbations by small molecules, mutations, and protein partners can be used to both …


Assessing The Effectiveness Of A Habit Recording Tool To Improve Mental Health Of University (Auc) Students, Noran Nounou Feb 2026

Assessing The Effectiveness Of A Habit Recording Tool To Improve Mental Health Of University (Auc) Students, Noran Nounou

Theses and Dissertations

Introduction: According to previous research, the mental health of university students has become an alarming public health concern worldwide. Most of the mental disorders begin among young adults, attributed to the transition to university and increased financial and societal pressure. Despite the important effect of daily habits on mental health, there still remain research gaps in Egypt in exploring their effect among university students and exploring the potential opportunities to support their well-being. Objectives: To assess depression rates among AUC students and to evaluate the effectiveness of a newly designed habit recording board, Make an Impact (MAI) to improve depression …


Modern Home Cooking Practices, The Role Of New Media, And Implications For Culinary Medicine: A Qualitative Study Among Mothers With Low Income, Margaret Raber, Maria Vazquez, Syeda Khan, Sahiti Myneni, Debbe Thompson Feb 2026

Modern Home Cooking Practices, The Role Of New Media, And Implications For Culinary Medicine: A Qualitative Study Among Mothers With Low Income, Margaret Raber, Maria Vazquez, Syeda Khan, Sahiti Myneni, Debbe Thompson

Faculty, Staff and Student Publications

Culinary medicine offers a practical, experiential approach to nutrition education, but in-person programs are resources intensive. Digital interventions may offer a scalable, acceptable approach to culinary medicine in populations that are at increased risk for poor diet, such as parents with low income. The purpose of this study was to examine modern home cooking behavior and the role of new media from the perspective of parents with low income and identify implications for culinary medicine research. Twenty parents from 6- to 11-year-old children that qualify for free/reduced school lunch programs completed a survey and interview examining online cooking information seeking …


Scper: A Rigorous Computational Approach To Determine Cellular Subtypes In Tumors Aligned With Cancer Phenotypes From Total Rna Sequencing, Bingrui Li, Xiaobo Zhou, Raghu Kalluri Feb 2026

Scper: A Rigorous Computational Approach To Determine Cellular Subtypes In Tumors Aligned With Cancer Phenotypes From Total Rna Sequencing, Bingrui Li, Xiaobo Zhou, Raghu Kalluri

Faculty, Staff and Student Publications

Single-cell RNA sequencing (scRNA-seq) is a powerful technique for understanding cellular diversity, but processing large patient cohorts to identify phenotype-associated cell populations remains challenging. Here, scPER (Estimating cell Proportions using single-cell RNA-seq Reference), a rigorous approach combining adversarial autoencoder and extreme gradient boosting to estimate tumor microenvironment cell compositions and identify phenotype-associated subclusters for bulk RNA-seq samples. Integrating scRNA-seq datasets from diverse studies, scPER constructed comprehensive reference panels and disentangled confounders from true signals. scPER achieved superior accuracy in cellular proportion estimation compared to CIBERSORTx, BayesPrism, Scaden, MuSiC, SCDC, DeSide and ReCIDE. It showed high accuracy in predicting metastatic melanoma …


Deep Amelioration Of Compaction And Acidity Doubled The Water Use Efficiency Of Cereal Crops On A Sandy Soil In A Long-Term Experiment In A Water-Limited Environment, Gaus Azam, Md. Shahinur Rahman, Craig Scanlan, Md. Hasinur Rahman, Ross Gazey, E G. Barrett-Lennard, Kanch Wickramarachchi, Bob Nixon, Chris Gazey Feb 2026

Deep Amelioration Of Compaction And Acidity Doubled The Water Use Efficiency Of Cereal Crops On A Sandy Soil In A Long-Term Experiment In A Water-Limited Environment, Gaus Azam, Md. Shahinur Rahman, Craig Scanlan, Md. Hasinur Rahman, Ross Gazey, E G. Barrett-Lennard, Kanch Wickramarachchi, Bob Nixon, Chris Gazey

Natural Resources Research Articles

The co-occurrence of subsoil compaction and acidity commonly decreases the yield and water use efficiency (WUE) of agricultural crops around the world, yet the benefits of the complete amelioration of these constraints on yield and WUE remain unclear. We conducted a long-term field experiment in Western Australia (WA) to evaluate the effects of the complete removal of subsoil compaction and acidity through soil profile re-engineering — involving soil removal, replacement, and lime incorporation — on root architecture, yield, and WUE in wheat (Triticum aestivum L.) and barley (Hordeum vulgare L.). Treatments included an untreated control, and soil loosening to 0.45 …


Fireproof: Intricacies Of Microglial Biology, Wei Cao Feb 2026

Fireproof: Intricacies Of Microglial Biology, Wei Cao

Faculty, Staff and Student Publications

No abstract provided.


Humanity Is Evolving Its Consciousness: The Role Of Archetypal Energies As Guides During An Unfolding Weeding Out And Alignment Process, Carroy U. Ferguson Jan 2026

Humanity Is Evolving Its Consciousness: The Role Of Archetypal Energies As Guides During An Unfolding Weeding Out And Alignment Process, Carroy U. Ferguson

Psychology Faculty Publication Series

Humanity is evolving its consciousness at individual and collective levels.  Given these seemingly tumultuous times, as of this writing (January 2026), to make such a statement may sound like a strange thing to say.  However, I suggest that if you are alive today and if you are reading these words, these are the very times for which you were born—to assist Humanity as it evolves its consciousness with your unique gifts, whatever they may be.  That is, this period of our individual and collective human being-ness may be characterized as an unfolding period of weeding out and alignment with the …


Targeting The Cd47/Calreticulin Axis In Triple Negative Breast Cancer Using Ha Grafted Chitosan Nanoparticles Loaded With Doxorubicin And Polygodial, Hadir M. Emara Jan 2026

Targeting The Cd47/Calreticulin Axis In Triple Negative Breast Cancer Using Ha Grafted Chitosan Nanoparticles Loaded With Doxorubicin And Polygodial, Hadir M. Emara

Theses and Dissertations

Background: Triple-negative breast cancer (TNBC) is considered the most aggressive subtype of breast cancer. Although progress in cancer treatment has led to better results for different types of breast cancer, TNBC remains particularly challenging due to persistent resistance to both chemotherapy and immunotherapy. This resistance ultimately renders chemotherapy less effective and is frequently associated with substantial side effects. Immunosurveillance significantly impacts the onset of cancer, the rise of resistance to therapies, and the likelihood of tumor recurrence. In this immunomodulatory process, Cluster of Differentiation 47 (CD47) and Calreticulin (CALR) are two key regulators. CD47 expression is strongly linked to anti-phagocytic …


Mechanical Characterization And Modeling Of Rat Myocardia Under The Influence Of Epirubicin, Abdallah Mahmoud Alkhaiyat Jan 2026

Mechanical Characterization And Modeling Of Rat Myocardia Under The Influence Of Epirubicin, Abdallah Mahmoud Alkhaiyat

Theses and Dissertations

Cancer remains a predominant health challenge that is responsible for a significant portion of global morbidity and mortality. Epirubicin (EPI), a chemotherapeutic anti-cancer drug, has shown remarkable efficacy in combating various malignancies. However, it is known to have undesirable side effects on the heart, collectively referred to as cardiotoxicity. This research investigates the adverse effects of chemotherapy on cardiac contractility through an in vitro examination of the mechanics of healthy and infarcted animal heart tissues. Electrically stimulated slices of rat ventricular tissue were tested using an isometric force measurement tissue bath. The tissue slices were subjected to uniaxial stretching, allowing …


An Impact Assessment Of The Effectiveness Of Utilizing Informal Health Communication Interventions To Spread Health Recommendations And Change Public Perception, Lina Mohamed Ezzat Ahmed Abdel Mawgoud Jan 2026

An Impact Assessment Of The Effectiveness Of Utilizing Informal Health Communication Interventions To Spread Health Recommendations And Change Public Perception, Lina Mohamed Ezzat Ahmed Abdel Mawgoud

Theses and Dissertations

Brain health is an increasingly urgent but critically under-addressed public health priority in Egypt and the wider MENA region. Despite its centrality to aging, productivity, and overall quality of life, public understanding of brain health remains limited, and stigma continues to shape responses to dementia and cognitive decline. This study evaluates the effectiveness of informal, culturally adapted health communication as a tool to shift perception, increase awareness, and promote behavior change among non-medically trained adults in Egypt.

Grounded in global evidence on cognitive reserve, neuroplasticity, and the life-course approach to brain health, the intervention translated expert-informed brain health recommendations into …


Fighting The Black Snake: The Dapl And The Case For Indigenous Environmental Stewardship, Kenny Moll Jan 2026

Fighting The Black Snake: The Dapl And The Case For Indigenous Environmental Stewardship, Kenny Moll

Student Theses 2015-Present

This thesis analyzes the current scope of environmental injustice on Native lands in the U.S. Specifically it examines The Dakota Access Pipeline (DAPL) and its impacts on the Standing Rock Sioux Tribe of North Dakota. Western colonialism and capitalism have dominated North American ecosystems since their forcible introduction hundreds of years ago, causing the commodification of natural resources and leading to injustices such as that of the “Black Snake.” However, the story of The Standing Rock Sioux Tribe’s resistance will be analyzed through the framework of Indigenous philosophy and environmental justice. Chapter 1 analyzes the implementation of the DAPL and …


New Inhibitors Of Neuronal Nitric Oxide Synthase For The Treatment Of Melanoma, Amardeep Awasthi, Anika Patel, Huiying Li, Koon Mook Kang, Christine D. Hardy, Anas Ansari, Raghad Nowar, Hasan Alhaddad, Md. Emtiaz Hasan, Sun Yang, Thomas L. Poulos, Richard B. Silverman Jan 2026

New Inhibitors Of Neuronal Nitric Oxide Synthase For The Treatment Of Melanoma, Amardeep Awasthi, Anika Patel, Huiying Li, Koon Mook Kang, Christine D. Hardy, Anas Ansari, Raghad Nowar, Hasan Alhaddad, Md. Emtiaz Hasan, Sun Yang, Thomas L. Poulos, Richard B. Silverman

Pharmacy Faculty Articles and Research

In 2024, an estimated 100,640 new cases of invasive melanoma were diagnosed in the U.S., with 9290 deaths. Our previous studies revealed that neuronal nitric oxide synthase (nNOS) derived nitric oxide plays a critical role in melanoma progression, making nNOS inhibition a promising strategy. High structural similarity among NOS isoforms requires careful design of nNOS inhibitors to avoid off-target effects. Our previous lead, HH044, demonstrated potent antimelanoma activity but exhibited only moderate nNOS selectivity. Here, we utilized a structure-based approach to design nNOS inhibitors that promote interactions with human nNOS-specific residue His342. Compound 9 exhibited inhibition of both human ( …


Conserved Chromatin Programs Orchestrate Cardiac Cell States In Health And Disease And Drive Cardiomyocyte Proliferation After Injury, Xiaoxiao Geng Jan 2026

Conserved Chromatin Programs Orchestrate Cardiac Cell States In Health And Disease And Drive Cardiomyocyte Proliferation After Injury, Xiaoxiao Geng

ETDs from 2020-2029

Chromatin structure is a central regulator of gene expression and cellular identity, yet the chromatin structural factors driving cardiac disease and regeneration remain incompletely defined. This dissertation investigates how modulation of chromatin architecture shapes pathological and regenerative cardiac phenotypes through integrated single-cell transcriptomic, epigenomic, and functional analyses. To determine whether chromatin structural regulators distinguish healthy from diseased cardiac states, we curated a comprehensive list of chromatin structural genes and applied it to single-nuclei RNA sequencing datasets from human hearts with and without dilated cardiomyopathy (DCM). Chromatin structural gene expression effectively stratified cardiomyocyte and fibroblast populations by disease status. Diseased cardiomyocytes …


Effects Of Hydro- And Nano-Priming Treatments On Seed Germination And Metabolism In Sugar Beet (Beta Vulgaris L.), Sarah Jorjani, Ömer Can Ünüvar, Songül Gürel, Ekrem Gürel Jan 2026

Effects Of Hydro- And Nano-Priming Treatments On Seed Germination And Metabolism In Sugar Beet (Beta Vulgaris L.), Sarah Jorjani, Ömer Can Ünüvar, Songül Gürel, Ekrem Gürel

Turkish Journal of Botany

This study examined the effects of hydropriming and nanopriming on the germination and physiological parameters of sugar beet seeds. Seeds were treated with distilled water as a traditional method and with TiO2 nanoparticle solutions at concentrations of 5, 10, and 15 ppm as an advanced method. Seeds were soaked for 3, 6, and 9 h, followed by postpriming maintenance for 10 and 45 days. T he results indicated no statistically significant differences in germination rates between the control and primed groups. Both priming methods markedly increased alpha-amylase activity and chlorophyll content, indicating improved metabolic and photosynthetic potential. Notably, nanopriming for …


Modeling Global Ecological Niche Shifts Of Osyris Spp. Under Climate Change Scenarios: Conservation Priorities For A Threatened Genus, Meng Ting-Yao, Han Shun-Long, He Xiang-Tian, Wu Ya-Ni, Fengjuan Mou Jan 2026

Modeling Global Ecological Niche Shifts Of Osyris Spp. Under Climate Change Scenarios: Conservation Priorities For A Threatened Genus, Meng Ting-Yao, Han Shun-Long, He Xiang-Tian, Wu Ya-Ni, Fengjuan Mou

Turkish Journal of Botany

The genus Osyris L. comprises ecologically and economically important evergreen shrubs or small trees, with particular African species currently threatened by unsustainable exploitation. This study projected potential ecological niche shifts for Osyris under four Shared Socioeconomic Pathways (SSPs) using digitized herbarium specimen localities and 20 environmental variables. The genus currently occupies a broad range between 41.32°N–34.85°S latitude and 9.27°W–109.03°E longitude, at elevations from 0 to 3900 m. High-suitability areas cluster primarily in the European-Mediterranean region, eastern/southern Africa, western South America, and Southeast Asia. Projections indicate a significant decline in high-suitability area under all SSP scenarios (SSP126, SSP245, SSP370, SSP585) compared …


Taxonomic Significance Of Stem And Leaf Anatomy And Pollen And Seed Micromorphological Characters In The Papaver (Poppy) Sect. Rhoeadium From Türkiye, Esengül Özkaymakoğlu, Osman Tugay, Yavuz Bülent Köse, Deni̇z Ulukuş, Bayram Atasagun, Meti̇n Armağan, Ferhat Celep Jan 2026

Taxonomic Significance Of Stem And Leaf Anatomy And Pollen And Seed Micromorphological Characters In The Papaver (Poppy) Sect. Rhoeadium From Türkiye, Esengül Özkaymakoğlu, Osman Tugay, Yavuz Bülent Köse, Deni̇z Ulukuş, Bayram Atasagun, Meti̇n Armağan, Ferhat Celep

Turkish Journal of Botany

The poppy (Papaver) has beautiful flowers that attract the attention of not only taxonomists but also the public. However, it also presents several taxonomic problems. This study examines 13 taxa of Papaver sect. Rhoeadium, including the following species native to Türkiye: P. purpureomarginatum, P. dubium subsp. dubium, P. dubium subsp. laevigatum, P. arachnoideum, P. arenarium, P. commutatum subsp. euxinum, P. guerlekense, P. rhopalothece, P. stylatum, P. clavatum, P. syriacum, P. rhoeas, and P. postii. Plant specimens were collected from natural populations, and anatomical investigations were carried out on stem and leaf cross-sections. Pollen and seed features were examined using both …


Updating Misev: When, What, How, And Why?, Naveed Akbar, Dylan Burger, Benedetta Bussolati, Edit Buzás, Randy Carney, Young-Eun Cho, Tom Driedonks, Juan Manuel Falcon-Perez, Yu Fujita, Deborah Goberdhan, An Hendrix, Yiyao Huang, Suresh Mathivanan, Mỹ Mahoney, Sujata Mohanty, Andreas Möller, Nicole Noren Hooten, Stefano Pluchino, Carlos Salomon, Ana Claudia Torrecilhas, Sara Veiga, Kenneth Witwer Jan 2026

Updating Misev: When, What, How, And Why?, Naveed Akbar, Dylan Burger, Benedetta Bussolati, Edit Buzás, Randy Carney, Young-Eun Cho, Tom Driedonks, Juan Manuel Falcon-Perez, Yu Fujita, Deborah Goberdhan, An Hendrix, Yiyao Huang, Suresh Mathivanan, Mỹ Mahoney, Sujata Mohanty, Andreas Möller, Nicole Noren Hooten, Stefano Pluchino, Carlos Salomon, Ana Claudia Torrecilhas, Sara Veiga, Kenneth Witwer

Department of Pharmacology, Physiology, and Cancer Biology Faculty Papers

No abstract provided.


Combined Glycoprotein Mutations In Rabies Virus Promote Astrocyte Tropism And Protective Cns Immunity In Mice, Mirjam Anna Rita Bertoune, Corinna Kolbe, Ann-Cathrin Werner, Maren Steinmetz, Bernhard Dietzschold, Eberhard Weihe Jan 2026

Combined Glycoprotein Mutations In Rabies Virus Promote Astrocyte Tropism And Protective Cns Immunity In Mice, Mirjam Anna Rita Bertoune, Corinna Kolbe, Ann-Cathrin Werner, Maren Steinmetz, Bernhard Dietzschold, Eberhard Weihe

Department of Microbiology and Immunology Faculty Papers

Rabies virus (RABV) causes fatal encephalitis once it invades the central nervous system (CNS), and treatment options are extremely limited at this stage. We investigated the recombinant RABV variants SPBN, SPBNGA (glycoprotein substitution R333E), SPBNGAK (R333E plus N194K), SPBNGAS (R333E plus N194S), and TriGAS (three copies of the R333E/N194S glycoprotein). We evaluated their cellular tropism and immune activation in an intracerebral mouse infection model using immunohistochemistry and confocal immunofluorescence. SPBNGAK (R333E/N194K) resulted in mixed neuronal and astrocytic infection and lethal disease. In contrast, the R333E/N194S mutations in the GAS variants were associated with reduced neuronal infection and apparent astrocyte-restricted infection …


The Origin Of Hepatocellular Carcinoma Depends On Metabolic Zonation, Jason Guo, Roger Liang, Andrew Chung, Zhijie Li, Boyuan Li, Eric Chen, Lin Li, Jingjing Wang, Meng-Hsiung Hsieh, Ivy Xiangyi Fang, Benjamin Kroger, Yunguan Wang, Min Zhu, Xiongzhao Ren, Greg Mannino, Yuemeng Jia, Yonglong Wei, Stephen Moore, Daniel J Siegwart, Stephen S Chung, Zixi Wang, Tripti Sharma, Suman Komjeti, Yi Han, Purva Gopal, Guanghua Xiao, Tao Wang, Hao Zhu Jan 2026

The Origin Of Hepatocellular Carcinoma Depends On Metabolic Zonation, Jason Guo, Roger Liang, Andrew Chung, Zhijie Li, Boyuan Li, Eric Chen, Lin Li, Jingjing Wang, Meng-Hsiung Hsieh, Ivy Xiangyi Fang, Benjamin Kroger, Yunguan Wang, Min Zhu, Xiongzhao Ren, Greg Mannino, Yuemeng Jia, Yonglong Wei, Stephen Moore, Daniel J Siegwart, Stephen S Chung, Zixi Wang, Tripti Sharma, Suman Komjeti, Yi Han, Purva Gopal, Guanghua Xiao, Tao Wang, Hao Zhu

Faculty, Staff and Student Publications

The origin of cancer is poorly understood because premalignant cells are rarely followed in their native environments. Although the spatial compartmentalization of metabolic functions is critical for proper liver function, it is unknown whether cancers arise from some zones but not others and whether there are metabolic determinants of cancer risk. Zone-specific, mosaic introduction of Ctnnb1 (catenin beta 1) and Arid2 (AT-rich interaction domain 2) mutations, commonly co-mutated genes in hepatocellular carcinoma (HCC), in mouse models showed that position and metabolic context determine clone fates. Ctnnb1/Arid2-driven cancers were much more likely to arise in zone 3. The …


An Application-Based Ontological Knowledge Base Of Medications To Support Health Literacy And Adherence For The Consumer Population: An Aging Population Use Case, Clifford Chen, Muhammad Amith, Kirk Roberts, Rebecca Mauldin, Renata Komalasari, Cui Tao Jan 2026

An Application-Based Ontological Knowledge Base Of Medications To Support Health Literacy And Adherence For The Consumer Population: An Aging Population Use Case, Clifford Chen, Muhammad Amith, Kirk Roberts, Rebecca Mauldin, Renata Komalasari, Cui Tao

Faculty, Staff and Student Publications

No abstract provided.


A Robust Convnext-Based Framework For Efficient, Generalizable, And Explainable Brain Tumor Classification On Mri, Kirti Pant, Pijush Kanti Dutta Pramanik, Zhongming Zhao Jan 2026

A Robust Convnext-Based Framework For Efficient, Generalizable, And Explainable Brain Tumor Classification On Mri, Kirti Pant, Pijush Kanti Dutta Pramanik, Zhongming Zhao

Faculty, Staff and Student Publications

Background: Accurate and dependable brain tumor classification from magnetic resonance imaging (MRI) is essential for clinical decision support, yet remains challenging due to inter-dataset variability, heterogeneous tumor appearances, and limited generalization of many deep learning models. Existing studies often rely on single-dataset evaluation, insufficient statistical validation, or lack interpretability, which restricts their clinical reliability and real-world deployment.

Methods: This study proposes a robust brain tumor classification framework based on the ConvNeXt Base architecture. The model is evaluated across three independent MRI datasets comprising four classes-glioma, meningioma, pituitary tumor, and no tumor. Performance is assessed using class-wise and aggregate metrics, including …


Analysis Of Activated Carbon Fiber (Acf) As Particulate Filtration And Volatile Organic Compound (Voc) Media For The Development Of A Dual-Air Purifying Facepiece Respirator, Brie Mcmahan Jan 2026

Analysis Of Activated Carbon Fiber (Acf) As Particulate Filtration And Volatile Organic Compound (Voc) Media For The Development Of A Dual-Air Purifying Facepiece Respirator, Brie Mcmahan

ETDs from 2020-2029

Exposure to particulate matter (PM) and volatile organic compounds (VOCs) in occupational or public settings poses adverse health outcomes such as respiratory, cardiovascular, reproductive, neurological, carcinogenic morbidity and mortality. Many occupational settings expose workers to PM and VOC concurrently, yet most commercially available respirators are designed to address either particulates or vapors alone. This includes air-purifying respirators (APRs), powered air-purifying respirators (PAPRs), and filtering facepiece respirators (FFRs) with nuisance-level vapor protection, often limited by bulk, discomfort, high pressure drop, and misuse. We identified a need for alternative dual-exposure media and a respiratory protection device that is lighter, and more comfortable …


Development Of Human Trophoblast Cell Surface Antigen-2 (Trop-2) Specific Radiopharmaceutical Tracers, Arnav Vipulkumar Patel Jan 2026

Development Of Human Trophoblast Cell Surface Antigen-2 (Trop-2) Specific Radiopharmaceutical Tracers, Arnav Vipulkumar Patel

ETDs from 2020-2029

Trophoblast cell surface antigen 2 (Trop2) is closely related to the development and progression of triple-negative breast cancers (TNBC) and is also being investigated as a pan-cancer biomarker. Trop-2 tumorigenesis is mediated by the calcium ion signaling pathways. By accurately predicting and targeting Trop-2 for immunotherapy, precision therapy is crucial. Trop-2 is overexpressed in tumor tissues compared to normal tissues, which makes it a promising molecular target for cancer-targeted therapy. This thesis reports the development and preclinical evaluation of two novel Trop-2-specific radiopharmaceutical tracers derived from the clinically approved antibody-drug conjugate Sacituzumab Govitecan (SG): a full antibody drug conjugate-based tracer …


Amino Acid Pet Tracers For Cancer Imaging And Response Assessment, Ugur Akca Jan 2026

Amino Acid Pet Tracers For Cancer Imaging And Response Assessment, Ugur Akca

ETDs from 2020-2029

Triple-negative breast cancer (TNBC) and high-grade glioma (HGG) pose significant diagnostic and therapeutic challenges due to their aggressive biology and the limitations of [¹⁸F]FDG PET, which suffers from nonspecific uptake in inflammatory tissues, complicating differentiation of viable tumor from treatment-related effects. Computed Tomography, while strong for structural changes, has limited soft tissue contrast for distinguishing tumor from inflammation, and Magnetic Resonance Imaging, despite superior soft tissue resolution, struggles with differentiating active tumor from post-treatment changes like edema or necrosis due to nonspecific enhancement. These challenges highlight the necessity for complementary and advanced imaging strategies for improved diagnosis and monitoring. This …


Clinical Decision Support Using Medical Imaging Artificial Intelligence, Yun-Chi Lin Jan 2026

Clinical Decision Support Using Medical Imaging Artificial Intelligence, Yun-Chi Lin

ETDs from 2020-2029

Medical imaging plays a central role in modern clinical decision-making, yet its effective integration with artificial intelligence (AI) remains challenged by real-world clinical constraints. This dissertation investigates how medical imaging-based AI frameworks can be strategically designed to support clinical decision-making for two distinct but clinically critical scenarios: acute pandemic care and chronic neurodegenerative disease management. In acute pandemic settings, such as the COVID-19 crisis, healthcare systems face an urgent need for rapid risk stratification under conditions of data scarcity and operational stress including surges in patient volume and limited medical resources. This work explores strategies for developing deep learning models …


Investigating Stromal Cell-Mediated Biomechanics For Angiogenesis And Reperfusion In A 3d Microfluidic Model For Ischemic Vascular Disease, Vaishali Bala Jan 2026

Investigating Stromal Cell-Mediated Biomechanics For Angiogenesis And Reperfusion In A 3d Microfluidic Model For Ischemic Vascular Disease, Vaishali Bala

ETDs from 2020-2029

Peripheral artery disease (PAD) affects millions worldwide, causing tissue ischemia and impaired healing due to insufficient blood flow. Current therapeutic strategies to promote revascularization remain limited, largely because the mechanical regulation of angiogenesis is poorly understood. While biochemical growth factors like VEGF have been extensively studied, the role of mechanical forces generated by stromal cells in the perivascular matrix remains underexplored. This dissertation investigated how stromal cell contractility drives vascular growth through mechanotransduction pathways and modulation of endothelial cell-cell junctions. Using 3D fibrin or fibrin-collagen-I-based microtissues and compartmentalized microfluidic devices, we characterized the mechanical phenotypes of multiple fibroblast populations and …


Stat-Independent Functions Of Janus Kinases 1 And 2 Are Obligatory For The Postnatal Development Of Mammary Epithelial Ducts, Rayane Dennaoui, Madison N. Wicker, Carson Moen, Michaela Schlederer, Kerry Vistisen, Aleata A. Triplett, Thomas Rülicke, Hallgeir Rui, Lukas Kenner, Emilio Casanova, Kay-Uwe Wagner Jan 2026

Stat-Independent Functions Of Janus Kinases 1 And 2 Are Obligatory For The Postnatal Development Of Mammary Epithelial Ducts, Rayane Dennaoui, Madison N. Wicker, Carson Moen, Michaela Schlederer, Kerry Vistisen, Aleata A. Triplett, Thomas Rülicke, Hallgeir Rui, Lukas Kenner, Emilio Casanova, Kay-Uwe Wagner

Department of Pharmacology, Physiology, and Cancer Biology Faculty Papers

Janus kinases 1 and 2 and STAT transcription factors are critical signaling nodes for numerous growth factors. In the mammary gland, JAK2 and STAT5a/b are essential for alveolar cell differentiation and lactation, but little is known about the cooperative roles of JAKs and STATs before pregnancy. We examined female mice conditionally deficient in JAK1/2 and discovered that both kinases jointly regulate epithelial cell proliferation and ductal morphogenesis. To assess the role of downstream STATs, we generated genetic models co-deficient in STAT3/5a/5b with or without STAT1 or JAK1. Although loss of STAT3/5a/5b leads to a JAK1-dependent upregulation of STAT1, the formation …