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Enhanced And Interpretable Prediction Of Multiple Cancer Types Using A Stacking Ensemble Approach With Shap Analysis, Shahid Mohammad Ganie, Pijush Kanti Dutta Pramanik, Zhongming Zhao Apr 2025

Enhanced And Interpretable Prediction Of Multiple Cancer Types Using A Stacking Ensemble Approach With Shap Analysis, Shahid Mohammad Ganie, Pijush Kanti Dutta Pramanik, Zhongming Zhao

Faculty, Staff and Student Publications

Background: Cancer is a leading cause of death worldwide, and its early detection is crucial for improving patient outcomes. This study aimed to develop and evaluate ensemble learning models, specifically stacking, for the accurate prediction of lung, breast, and cervical cancers using lifestyle and clinical data.

Methods: 12 base learners were trained on datasets for lung, breast, and cervical cancer. Stacking ensemble models were then developed using these base learners. The models were evaluated for accuracy, precision, recall, F1-score, AUC-ROC, MCC, and kappa. An explainable AI technique, SHAP, was used to interpret model predictions.

Results: The stacking …


Assessment Of Biotransformation Rates, Biomagnification, And Bioconcentration Factors Of Difficult-To-Test Substances Using In Vitro Rainbow Trout Liver Subcellular Fractions, Mark A Cantu, Beatrice Chee, Talia R Cole, Yung-Shan Lee, Frank A P C Gobas Apr 2025

Assessment Of Biotransformation Rates, Biomagnification, And Bioconcentration Factors Of Difficult-To-Test Substances Using In Vitro Rainbow Trout Liver Subcellular Fractions, Mark A Cantu, Beatrice Chee, Talia R Cole, Yung-Shan Lee, Frank A P C Gobas

Faculty and Staff Publications

In vitro hepatic biotransformation assays have been proposed as methods for expediting and improving bioaccumulation assessment for substances that are difficult to test in conventional in vivo bioaccumulation assays and to reduce animal testing. However, to date, there has been no convincing evidence to demonstrate the ability and limitations of in vitro assays to estimate in vivo biotransformation rates and corresponding bioconcentration and biomagnification factors of difficult-to-test substances in fish. The present study presents the first measurements of in vitro biotransformation rates of superhydrophobic and highly volatile linear and cyclic siloxanes in rainbow trout liver S9 subcellular fractions and the …


From The Ground Up: Community-Based Participatory Research Reclaiming The Science Of Lead, Juan Manuel Rubio, Bavisha Kaylan, Anthony Diaz, Patricia Flores, Maya Cheav, David C. Bañuelas, Ashley Green, Annika Hjelmstad, Ariane Jong-Levinger, Tim Schütz, Maya Carrasquillo, Alana M. W. Lebron, Jun Wu Apr 2025

From The Ground Up: Community-Based Participatory Research Reclaiming The Science Of Lead, Juan Manuel Rubio, Bavisha Kaylan, Anthony Diaz, Patricia Flores, Maya Cheav, David C. Bañuelas, Ashley Green, Annika Hjelmstad, Ariane Jong-Levinger, Tim Schütz, Maya Carrasquillo, Alana M. W. Lebron, Jun Wu

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

For decades, the dominant approach to lead poisoning has been to focus on homes affected by lead paint and to treat children who are already suffering from lead poisoning. This individualizing approach developed in the context of the defunding and deregulation of government agencies in the 1980s. In recent years, however, community–academic partnerships have reframed lead as an environmental issue produced by the development of the lead industry in the twentieth century and connected to overlapping histories of exploitation, discrimination, and inaction. These community-based projects have contributed to shifting research agendas (by emphasizing historical analysis and the study of the …


Distinct Oxytocin Signaling Pathways Synergistically Mediate Rescue-Like Behavior In Mice, Feng-Rui Zhang, Juan Liu, Jieqi Wen, Zi-Yan Zhang, Yijia Li, Eric Song, Li Hu, Zhou-Feng Chen Apr 2025

Distinct Oxytocin Signaling Pathways Synergistically Mediate Rescue-Like Behavior In Mice, Feng-Rui Zhang, Juan Liu, Jieqi Wen, Zi-Yan Zhang, Yijia Li, Eric Song, Li Hu, Zhou-Feng Chen

2020-Current year OA Pubs

Spontaneous rescue behavior enhances the well-being and survival of social animals, yet the neural mechanisms underlying the recognition and response to conspecifics in need remain unclear. Here, we report that observer mice experience distress when encountering anesthetized conspecifics, prompting spontaneous rescue-like behavior toward the unconscious mice. This behavior facilitates the earlier awakening of anesthetized mice while simultaneously alleviating stress in the helper mice. Our findings reveal that endogenous oxytocin (OXT) release from the hypothalamic paraventricular nucleus (PVN) to the oxytocin receptor (OXTR) in the central nucleus of the amygdala (CeA) regulates the emotional component of rescue-like behavior. In contrast, OXT …


A Secretome Atlas Of Cardiac Fibroblasts From Healthy And Infarcted Mouse Hearts, Jasmin Bahr, Junedh M Amrute, Kory J Lavine, Et Al. Apr 2025

A Secretome Atlas Of Cardiac Fibroblasts From Healthy And Infarcted Mouse Hearts, Jasmin Bahr, Junedh M Amrute, Kory J Lavine, Et Al.

2020-Current year OA Pubs

Cardiac fibroblasts (CF) are key players after myocardial infarction (MI), but their signaling is only incompletely understood. Here we report a first secretome atlas of CF in control (cCF) and post-MI mouse hearts (miCF), combining a rapid cell isolation technique with SILAC and click chemistry. In CF, numerous paracrine factors involved in immune homeostasis are identified. Comparing secretome, transcriptome (SLAMseq), and cellular proteome disclose protein turnover. In miCF at day 5 post-MI, significantly upregulated proteins include SLIT2, FN1, and CRLF1 in mouse and human samples. Comparing the miCF secretome at days 3 and 5 post-MI reveals the dynamic nature of …


A Mean Field Theory For Pulse-Coupled Neural Oscillators Based On The Spike Time Response Curve, Carmen C. Canavier Apr 2025

A Mean Field Theory For Pulse-Coupled Neural Oscillators Based On The Spike Time Response Curve, Carmen C. Canavier

School of Medicine Faculty Publications

A mean field method for pulse-coupled oscillators with delays used a self-connected oscillator to represent a synchronous cluster of N - 1 oscillators and a single oscillator assumed to be perturbed from the cluster. A periodic train of biexponential conductance input was divided into a tonic and a phasic component representing the mean field input. A single cycle of the phasic conductance from the cluster was applied to the single oscillator embedded in the tonic component at different phases to measure the change in the cycle length in which the perturbation was initiated, that is, the first-order phase response curve …


The Effect Of Cellular Glucose Levels On Inotersen-Mediated Target Reduction In In Vitro Cell Models, Andrea Durwin Apr 2025

The Effect Of Cellular Glucose Levels On Inotersen-Mediated Target Reduction In In Vitro Cell Models, Andrea Durwin

Honors Scholar Theses

Antisense oligonucleotide (ASO) drugs are a new therapeutic modality to treat rare as well as common diseases. These drugs work to reduce disease by targeting the mRNA of the gene that causes the disease, therefore limiting the proteins that further propagate the signs and symptoms of the disorder. Many people who suffer from more severe diseases, such as Alzheimer’s, Parkinson’s, Duchenne Muscular Dystrophy (DMD), and a wide array of cancers, utilize ASO drugs for treatment, but the drug is also used with those suffering from more common diseases such as diabetes. The efficacy of ASO drugs to silence their mRNA …


Immune Cells And Arrhythmias, Joshua A Keefe, Jian Wang, Jiangping Song, Li Ni, Xander H T Wehrens Apr 2025

Immune Cells And Arrhythmias, Joshua A Keefe, Jian Wang, Jiangping Song, Li Ni, Xander H T Wehrens

Faculty, Staff and Students Publications

Cardiac arrhythmias are a significant cause of morbidity and mortality worldwide. Emerging evidence has demonstrated that resident and infiltrating cardiac immune cells play direct, mechanistic roles in arrhythmia onset and progression. In this review, we provide a comprehensive summary and expert commentary on the role of each immune cell subtype in the pathogenesis of atrial and ventricular arrhythmias.


Mapping The Developmental Profile Of Ventricular Zone-Derived Neurons In The Human Cerebellum, Anders W Erickson, Henry Tan, Liam D Hendrikse, Jake Millman, Zachary Thomson, Joseph Golser, Omar Khan, Guanyi He, Kathleen Bach, Arpit Suresh Mishra, Janja Kopic, Zeljka Krsnik, Ferechte Encha-Razavi, Giulia Petrilli, Fabien Guimiot, Evelina Silvestri, Kimberly A Aldinger, Michael D Taylor, Kathleen J Millen, Parthiv Haldipur Apr 2025

Mapping The Developmental Profile Of Ventricular Zone-Derived Neurons In The Human Cerebellum, Anders W Erickson, Henry Tan, Liam D Hendrikse, Jake Millman, Zachary Thomson, Joseph Golser, Omar Khan, Guanyi He, Kathleen Bach, Arpit Suresh Mishra, Janja Kopic, Zeljka Krsnik, Ferechte Encha-Razavi, Giulia Petrilli, Fabien Guimiot, Evelina Silvestri, Kimberly A Aldinger, Michael D Taylor, Kathleen J Millen, Parthiv Haldipur

Faculty, Staff and Students Publications

The cerebellar ventricular zone (VZ) is the primary source of progenitors that generate cerebellar GABAergic neurons, including Purkinje cells (PCs) and interneurons (INs). This study provides detailed characterization of human cerebellar GABAergic neurogenesis using transcriptomic and histopathological analyses and reveals conserved and unique features compared to rodents. We show that the sequential progression of neurogenesis is conserved and occurs before 8 postconception weeks. Notably, PC differentiation occurs in the outer subventricular zone (SVZ), a region absent in the mouse cerebellum. Human PCs are generated during a compact two-week period before the onset of cerebral cortex histogenesis. A subset of human …


Assessing The Effects Of Antibody Glycosylation And Conjugation On Fc-Mediated Effector Functions, Lina Wu Apr 2025

Assessing The Effects Of Antibody Glycosylation And Conjugation On Fc-Mediated Effector Functions, Lina Wu

Undergraduate Honors Theses

Increasing research has been conducted on antibody drug conjugates (ADCs) for their oncology applications and potential as treatments for immunological diseases. ADCs usually covalently bind a cytotoxic drug (payload) via a linker to a monoclonal antibody, which targets specific antigens expressed on tumors, delivering the drug directly to cancer cells while minimizing off-target effects. In addition to binding antigens on tumor cells, antibodies also interact with immune cells to activate “effector functions”. This activation is largely driven by the binding of Fcγ-receptors (FcγR) to the Fc region of IgG, which connects the humoral immune responses and cell-mediated immune responses. Antibody …


Expediting Tool-Use Learning: Effects Of Non-Invasive Neurostimulation Of The Left Anterior Supramarginal Gyrus, Kamila Haliru Apr 2025

Expediting Tool-Use Learning: Effects Of Non-Invasive Neurostimulation Of The Left Anterior Supramarginal Gyrus, Kamila Haliru

Honors Thesis

The left anterior supramarginal gyrus (aSMG) has been implicated as an important brain region in tool use. While anodal transcranial Direct Current Stimulation (atDCS) over the primary motor cortex (M1) has been shown to facilitate skilled tool use, the effects of aSMG stimulation remain largely unexplored. Using a chopstick-marble paradigm, this thesis examined whether atDCS to the left aSMG would enhance tool-use learning. Electroencephalography (EEG) was concurrently recorded to assess atDCS-dependent changes to the beta and gamma frequency bands. Our results demonstrated that atDCS over the left aSMG significantly expedited tool-use learning and was associated with increased gamma band activity …


An Intranasally Administered Igm Protects Against Antigenically Distinct Subtypes Of Influenza A Viruses, Ashwin Kumar Ramesh, Jwala Priyadarsini Sivaccumar, Xiaohua Ye, Luona Yang, Hailong Guo, Chen-Ni Chin, Sha Ha, John W Shiver, William R Strohl, Yan Xu, Haijuan Du, Tongqing Zhou, Ningyan Zhang, Kai Xu, Xinli Liu, Tong-Ming Fu, Zhiqiang An Apr 2025

An Intranasally Administered Igm Protects Against Antigenically Distinct Subtypes Of Influenza A Viruses, Ashwin Kumar Ramesh, Jwala Priyadarsini Sivaccumar, Xiaohua Ye, Luona Yang, Hailong Guo, Chen-Ni Chin, Sha Ha, John W Shiver, William R Strohl, Yan Xu, Haijuan Du, Tongqing Zhou, Ningyan Zhang, Kai Xu, Xinli Liu, Tong-Ming Fu, Zhiqiang An

Faculty, Staff and Student Publications

Engineering broadly neutralizing monoclonal antibodies (mAbs) targeting the hemagglutinin (HA) of Influenza A virus (IAV) is a promising approach for intervention of seasonal flu. However, HA plasticity often leads to resistant strains that compromise mAb potency as bivalent IgGs. Here we hypothesize that multimerization of anti-IAV antibodies as IgMs can enhance coverage and neutralization potency. Here, we construct 18 IgM antibodies from known broadly neutralizing IgGs targeting different IAV HA epitopes and evaluate their breadth and potency of neutralization against distinct H1N1 and H3N2 IAVs. The IgM version of receptor binding site-specific IgG F045-092 shows increased breadth and antiviral potency …


Overcoming Barriers To Human Papillomavirus Vaccination In Guangdong Province, China, Shuaijing Zhang, Shiqi Li, Jingtai Ma, Guiyuan Ji, Zhifeng Li, Siyi Chen, Fenglin Zhang, Xingfen Yang, Jianpeng Xiao, Rong Cao, Chenggang Wu, Wei Wu Apr 2025

Overcoming Barriers To Human Papillomavirus Vaccination In Guangdong Province, China, Shuaijing Zhang, Shiqi Li, Jingtai Ma, Guiyuan Ji, Zhifeng Li, Siyi Chen, Fenglin Zhang, Xingfen Yang, Jianpeng Xiao, Rong Cao, Chenggang Wu, Wei Wu

Faculty, Staff and Student Publications

Human papillomavirus (HPV) infection remains a critical public health challenge in China, particularly in Guangdong Province, where HPV-52, 16, and 58 genotypes predominate, and male infection rates exceed 40%. Despite the successful implementation of a government-funded school-based program that has achieved 88% HPV vaccine coverage among adolescent girls, several persistent barriers, including genotype mismatch (the free HPV vaccine covers < 50% of high-risk local strains), regional disparities (80% vs. 60% for first-dose coverage), and exclusion of males, thwart progress toward herd immunity. Financial sustainability risks pose an even more significant threat to the expansion of HPV vaccination programs, especially in Guangdong province where annual expenditures exceed CNY 200 million. This review delves into Guangdong's pioneering efforts and proposes practical solutions: accelerating domestic multivalent HPV vaccine development, adopting gender-neutral vaccination policies, and leveraging mobile clinics for remote populations. These strategies not only provide a roadmap for China but also serve as valuable insight for other LMICs striving to overcome HPV-related inequalities.


Percutaneous Transluminal Angioplasty And Stenting (Ptas) In Patients With Symptomatic Intracranial Vertebrobasilar Artery Stenosis (Ivbs), Ramtin Pourahmad, Kiarash Saleki, Sina Zoghi, Ramtin Hajibeygi, Hamed Ghorani, Amin Javanbakht, Sina Goodarzi, Parsa Alijanizadeh, Kelly Trinh, Ravi Shastri, Mohammad Ghasemi-Rad Apr 2025

Percutaneous Transluminal Angioplasty And Stenting (Ptas) In Patients With Symptomatic Intracranial Vertebrobasilar Artery Stenosis (Ivbs), Ramtin Pourahmad, Kiarash Saleki, Sina Zoghi, Ramtin Hajibeygi, Hamed Ghorani, Amin Javanbakht, Sina Goodarzi, Parsa Alijanizadeh, Kelly Trinh, Ravi Shastri, Mohammad Ghasemi-Rad

Faculty, Staff and Students Publications

Background: Approximately 20% of all transient ischaemic attacks (TIAs) and ischaemic strokes occur within the posterior circulation, with vertebrobasilar stenosis identified as the cause in roughly 25% of the cases. Studies have shown that about a quarter of these patients have atherosclerotic stenosis of at least 50% of the vertebrobasilar artery. Stenosis has been shown to be associated with an increased risk of 90-day recurrent vertebrobasilar stroke, particularly in the first few weeks, which is significantly higher when compared with patients with stenosis of the anterior circulation. Therefore, aggressive treatment is important for the patient's prognosis. Stenting is emerging as …


Improving Handoffs Between Outpatient Clinics And Acute Cancer Care Centers At A Tertiary Oncology Hospital Using A Quality Improvement Methodology, Mini George, Mohamed Ait Aiss, Gabriele Urschel, Maria Franco Vega, Susan Gaeta, Diane Bodurka Apr 2025

Improving Handoffs Between Outpatient Clinics And Acute Cancer Care Centers At A Tertiary Oncology Hospital Using A Quality Improvement Methodology, Mini George, Mohamed Ait Aiss, Gabriele Urschel, Maria Franco Vega, Susan Gaeta, Diane Bodurka

Advances in Cancer Education and Quality Improvement

Accrediting agencies recommend safe and accurate transfer of clinical information during care transitions. At our institution, a tertiary care cancer hospital, ambulatory clinic providers use multiple methods for communicating essential information to emergency care providers. Therefore, we initiated a quality improvement project using a standardized electronic handoff during the transfer of care between providers at outpatient clinics and acute cancer care centers. The project was launched in May 2023 and aimed to achieve electronic handoff for 70% or more of ambulatory care patients transferred to emergency care by October 2023. A multidisciplinary team developed an electronic handoff, provided training, and …


The Attitudes And Perspectives Of Laboratory Professionals On The Use Of Machine Learning Combined With Maldi For Viral Identification: A Qualitative Study, Grace Johnson Apr 2025

The Attitudes And Perspectives Of Laboratory Professionals On The Use Of Machine Learning Combined With Maldi For Viral Identification: A Qualitative Study, Grace Johnson

Honors Projects

The use of matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) with machine learning (ML) has been proposed by numerous studies as a novel approach for viral identification. However, the development and implementation of this instrumentation is still in its early stages, and laboratory professionals' perspectives on its feasibility, accuracy, implementation, and effect on current laboratory operating procedures remain underexplored.

This study aimed to investigate laboratory professionals’ attitudes and opinions regarding the use of MALDI-TOF-MS coupled with machine learning for viral identification, focusing on perceived benefits, barriers, and factors that would affect participants’ opinions on implementation.

A qualitative descriptive research …


Task Demands Influence Search Strategy Selection In Otoconia-Deficient Mice, Ryan M. Yoder, Lucas C. Carstensen, Keshav Jagannathan Apr 2025

Task Demands Influence Search Strategy Selection In Otoconia-Deficient Mice, Ryan M. Yoder, Lucas C. Carstensen, Keshav Jagannathan

Psychology

Introduction: The vestibular system plays a crucial role in visual and non-visual navigation. Our recent study found that signals from the otolith organs are necessary for mice’s use of distal visual cues to guide navigation to an invisible goal. Somewhat surprisingly, however, performance was not significantly impaired on some spatial tasks (e.g., Barnes maze reference memory task), questioning the role of otolith signals in visual navigation.

Methods: We report the results of several additional tests of reference memory performance and search strategy use on two versions of the Barnes maze, in an attempt to establish further understanding of the otolithic …


Patient-Generated Health Data: Impact On Promoting Patient-Centered Point Of Care Tobacco Treatment In Patients With Cancer, Jessica Liu, Jingling Chen, Nina Smock, Nicholas B Griffith, Ramaswamy Govindan, Paula Goldberg, Jodi Thole, Kristin Daly, James Reddy, Alex T Ramsey, Laura J Bierut, Aimee James, Robert A Schnoll, Ross C Brownson, Li-Shiun Chen, Et Al. Apr 2025

Patient-Generated Health Data: Impact On Promoting Patient-Centered Point Of Care Tobacco Treatment In Patients With Cancer, Jessica Liu, Jingling Chen, Nina Smock, Nicholas B Griffith, Ramaswamy Govindan, Paula Goldberg, Jodi Thole, Kristin Daly, James Reddy, Alex T Ramsey, Laura J Bierut, Aimee James, Robert A Schnoll, Ross C Brownson, Li-Shiun Chen, Et Al.

2020-Current year OA Pubs

INTRODUCTION: Guideline-based tobacco treatment is infrequently offered. Electronic health record-enabled patient-generated health data (PGHD) has the potential to increase patient treatment engagement and satisfaction.

METHODS: We evaluated outcomes of a strategy to enable PGHD in a medical oncology clinic from July 1, 2021 to December 31, 2022. Among 12,777 patients, 82.1% received a tobacco screener about use and interest in treatment as part of eCheck-in via the patient portal.

RESULTS: We attained a broad reach (82.1%) and moderate response rate (30.9%) for this low-burden PGHD strategy. Patients reporting current smoking (

DISCUSSION: PGHD via patient portal appears to be a …


Quality Improvement Project Empowering Outpatient Providers: A Training Initiative On Social Determinants Of Health, Shannon Wrenn Apr 2025

Quality Improvement Project Empowering Outpatient Providers: A Training Initiative On Social Determinants Of Health, Shannon Wrenn

Doctor of Nursing Practice Projects

Healthcare providers play a critical role in assessing social determinants of health (SDOH), yet many lack the knowledge and confidence to effectively address these factors during patient encounters. Research indicates that SDOH contribute to approximately 80% of health outcomes, yet only 41% of providers feel confident in discussing them with patients. This quality improvement project aimed to improve provider knowledge and confidence about SDOH as measured by pre- and post-education assessments. The SDOH targeted training took place at an outpatient interventional nephrology practice in Memphis, Tennessee. A quasi-experimental, one-group pretest-posttest design was used. Ten clinical staff members participated in an …


Determining The Bioaccumulation Of Minor Cannabinoids In Zebrafish Larvae, Kamdyn A. Holt Apr 2025

Determining The Bioaccumulation Of Minor Cannabinoids In Zebrafish Larvae, Kamdyn A. Holt

Honors Theses

Due to the increasing prevalence of cannabis product availability and usage in the modern United States, particularly among pregnant individuals, evaluating the bioaccumulation of minor cannabinoids to further understand the adverse effects of cannabinoids during early development is critical. This study quantitated the uptake of eight minor cannabinoids ((∆8-tetrahydrocannabinol (∆8-THC), ∆9-THC, ∆10-THC, cannabidiol (CBD), cannabigerol (CBG), cannabinol (CBN), tetrahydrocannabivarin (THCV), and hexahydrocannabinol (HHC)) in zebrafish larvae following water-borne 2 µM exposures from 6 to 96 hours post fertilization (hpf). Larvae were homogenized at 96 hpf and analyzed using a gas chromatography- mass spectrometry (GC-MS) method developed in this study. Bioconcentration …


Intouch Week Of April 28, 2025, New York Medical College Apr 2025

Effects Of Acute Exercise On Cognition: Consideration Of Potential Moderators, Elizabeth G. Gaines, Mckenzie M. Cotten, Elizabeth Reese Carwile, Mary Griffin Jackson, Marascalco Liston, Lucy Wilson Apr 2025

Effects Of Acute Exercise On Cognition: Consideration Of Potential Moderators, Elizabeth G. Gaines, Mckenzie M. Cotten, Elizabeth Reese Carwile, Mary Griffin Jackson, Marascalco Liston, Lucy Wilson

Honors Theses

The present thesis aims to determine the effects, if any, of six potential moderators on the effects of acute moderate-intensity exercise on cognitive functioning. The modes of exercise undertaken by the participants included treadmill (Experiment 1) and stationary bike (Experiment 2) exercise. Participants in each experiment either exercised or rested for twenty minutes and then participated in either a memory recall task or cognitive functioning (“Stroop”) task. The bouts of either exercise or rest on the stationary bike were followed by a rest period during which the participant would be exposed to either standard air oxygen levels (normoxia) or hypoxic …


Investigative Needle Core Biopsies Support Multimodal Deep-Data Generation In Glioblastoma, Kenny K H Yu, Sreyashi Basu, Gerard Baquer, Ryuhjin Ahn, Jennifer Gantchev, Sonali Jindal, Michael S Regan, Zaki Abou-Mrad, Michael C Prabhu, Marc J Williams, Alicia D D'Souza, Seth W Malinowski, Kelsey Hopland, Yuval Elhanati, Sylwia A Stopka, Alexei Stortchevoi, Charles Couturier, Zhong He, Jingjing Sun, Yulong Chen, Alexsandra B Espejo, Kin Hoe Chow, Smitha Yerrum, Pei-Lun Kao, Brittany Parker Kerrigan, Lisa Norberg, Douglas Nielsen, Vinay K Puduvalli, Jason Huse, Rameen Beroukhim, Betty Y S Kim, Sangeeta Goswami, Adrienne Boire, Sarah Frisken, Michael J Cima, Matthias Holdhoff, Calixto-Hope G Lucas, Chetan Bettegowda, Stuart S Levine, Tejus A Bale, Cameron Brennan, David A Reardon, Frederick F Lang, E Antonio Chiocca, Keith L Ligon, Forest M White, Padmanee Sharma, Viviane Tabar, Nathalie Y R Agar Apr 2025

Investigative Needle Core Biopsies Support Multimodal Deep-Data Generation In Glioblastoma, Kenny K H Yu, Sreyashi Basu, Gerard Baquer, Ryuhjin Ahn, Jennifer Gantchev, Sonali Jindal, Michael S Regan, Zaki Abou-Mrad, Michael C Prabhu, Marc J Williams, Alicia D D'Souza, Seth W Malinowski, Kelsey Hopland, Yuval Elhanati, Sylwia A Stopka, Alexei Stortchevoi, Charles Couturier, Zhong He, Jingjing Sun, Yulong Chen, Alexsandra B Espejo, Kin Hoe Chow, Smitha Yerrum, Pei-Lun Kao, Brittany Parker Kerrigan, Lisa Norberg, Douglas Nielsen, Vinay K Puduvalli, Jason Huse, Rameen Beroukhim, Betty Y S Kim, Sangeeta Goswami, Adrienne Boire, Sarah Frisken, Michael J Cima, Matthias Holdhoff, Calixto-Hope G Lucas, Chetan Bettegowda, Stuart S Levine, Tejus A Bale, Cameron Brennan, David A Reardon, Frederick F Lang, E Antonio Chiocca, Keith L Ligon, Forest M White, Padmanee Sharma, Viviane Tabar, Nathalie Y R Agar

Faculty, Staff and Student Publications

Glioblastoma (GBM) is an aggressive primary brain cancer with few effective therapies. Stereotactic needle biopsies are routinely used for diagnosis; however, the feasibility and utility of investigative biopsies to monitor treatment response remains ill-defined. Here, we demonstrate the depth of data generation possible from routine stereotactic needle core biopsies and perform highly resolved multi-omics analyses, including single-cell RNA sequencing, spatial transcriptomics, metabolomics, proteomics, phosphoproteomics, T-cell clonotype analysis, and MHC Class I immunopeptidomics on standard biopsy tissue obtained intra-operatively. We also examine biopsies taken from different locations and provide a framework for measuring spatial and genomic heterogeneity. Finally, we investigate the …


The Potential Of Brain Organoids In Addressing The Heterogeneity Of Synucleinopathies, Xiao-Jun Diao, Claudio Soto, Fei Wang, Yu Wang, Yun-Cheng Wu, Abhisek Mukherjee Apr 2025

The Potential Of Brain Organoids In Addressing The Heterogeneity Of Synucleinopathies, Xiao-Jun Diao, Claudio Soto, Fei Wang, Yu Wang, Yun-Cheng Wu, Abhisek Mukherjee

Faculty, Staff and Student Publications

Synucleinopathies are a group of diseases characterized by neuronal and glial accumulation of α-synuclein (aSyn) linked with different clinical presentations, including Parkinson's disease (PD), Parkinson's disease with dementia (PDD), Dementia with Lewy Bodies (DLB) and Multiple system atrophy (MSA). Interestingly, the structure of the aSyn aggregates can vary across different synucleinopathies. Currently, it is unclear how the aSyn protein can aggregate into diverse structures and affect distinct cell types and various brain regions, leading to different clinical symptoms. Recent advances in induced pluripotent stem cells (iPSCs)-based brain organoids (BOs) technology provide an unprecedented opportunity to define the etiology of synucleinopathies …


Heavy Metals In Spices From Lancaster, Pa: Arsenic, Cadmium, And Lead Exposure Risks And The Need For Regulation, Andrew Huff, Hoi Lam, Anuj Ghimirey, Jay Goldring, Michelle Pimentel, Harriet Okatch Apr 2025

Heavy Metals In Spices From Lancaster, Pa: Arsenic, Cadmium, And Lead Exposure Risks And The Need For Regulation, Andrew Huff, Hoi Lam, Anuj Ghimirey, Jay Goldring, Michelle Pimentel, Harriet Okatch

College of Population Health Faculty Papers

Heavy metal exposure is associated with adverse health effects in children including impaired cognitive functioning. Studies have identified spices as a potential source of heavy metals. However, in Lancaster, PA no such studies have been conducted. Hence the aim of this study was to quantify arsenic (As), cadmium (Cd) and lead (Pb) in spices from Lancaster, PA. Spices were either purchased from stores in Lancaster or obtained as donations from families in Lancaster. As, Cd, and Pb were quantified using inductively coupled plasma-mass spectrometry. The Wilcoxon rank sum test was used to compare the median heavy metal concentrations in store-purchased …


Enhancing Skin Cancer Literacy Amongst Young Adults: A Digital Design, Katherine Stoll Apr 2025

Enhancing Skin Cancer Literacy Amongst Young Adults: A Digital Design, Katherine Stoll

Honors Projects

The skin plays a vital role in protection, regulation, and homeostasis of the human body. Skin cancer, despite being mostly preventable, is one of the most common cancers. Young adults, ages 18 to 25, are vulnerable targets due to risky behaviors and misinformation regarding skin cancer. This project was designed by using digital media and website design to enhance skin cancer health literacy among young adults. Using a systematic literature review and research methods, an interactive website was designed to improve skin cancer health literacy and eliminate common misconceptions. The topics addressed throughout the website were the biological factors of …


Mitochondrial Dysfunction And Parkinson's Disease: A Critical Link, Anika J. Millar Apr 2025

Mitochondrial Dysfunction And Parkinson's Disease: A Critical Link, Anika J. Millar

Senior Honors Theses

Parkinson’s disease is a neurodegenerative disorder, caused by the damage to and death of dopamine-releasing neurons in the brain. The substantia nigra is a major region housing dopaminergic neurons and plays a critical role in motor and cognitive function. When these neurons are compromised, dopamine levels decline, leading to the development of motor and cognitive dysfunction. Current treatments include dopamine precursors, which help to replace dopamine and relieve motor symptoms. However, while there is symptomatic treatment for Parkinson’s disease, there are no preventative therapies or cures. A potential link between mitochondrial dysfunction and Parkinson’s disease has prompted further research. Investigating …


Improved Overall Survival In An Anti-Pd-L1 Treated Cohort Of Newly Diagnosed Glioblastoma Patients Is Associated With Distinct Immune, Mutation, And Gut Microbiome Features: A Single Arm Prospective Phase I/Ii Trial, Shiao-Pei Weathers, Xiqi Li, Haifeng Zhu, Ashish V Damania, Mark Knafl, Brian Mckinley, Heather Lin, Rebecca A Harrison, Nazanin K Majd, Barbara J O'Brien, Marta Penas-Prado, Monica Loghin, Carlos Kamiya-Matsuoka, W K Alfred Yung, Luisa M Solis Soto, Dipen M Maru, Ignacio Wistuba, Edwin R Parra Cuentas, Sharia Hernandez, Andrew Futreal, Jennifer A Wargo, Katja Schulze, Walter C Darbonne, Nadim J Ajami, Scott E Woodman, John F De Groot Apr 2025

Improved Overall Survival In An Anti-Pd-L1 Treated Cohort Of Newly Diagnosed Glioblastoma Patients Is Associated With Distinct Immune, Mutation, And Gut Microbiome Features: A Single Arm Prospective Phase I/Ii Trial, Shiao-Pei Weathers, Xiqi Li, Haifeng Zhu, Ashish V Damania, Mark Knafl, Brian Mckinley, Heather Lin, Rebecca A Harrison, Nazanin K Majd, Barbara J O'Brien, Marta Penas-Prado, Monica Loghin, Carlos Kamiya-Matsuoka, W K Alfred Yung, Luisa M Solis Soto, Dipen M Maru, Ignacio Wistuba, Edwin R Parra Cuentas, Sharia Hernandez, Andrew Futreal, Jennifer A Wargo, Katja Schulze, Walter C Darbonne, Nadim J Ajami, Scott E Woodman, John F De Groot

Faculty, Staff and Student Publications

This phase I/II trial aims to evaluate the efficacy of concurrent atezolizumab with radiation therapy and temozolomide (TMZ) followed by adjuvant atezolizumab and TMZ in newly diagnosed glioblastoma (GBM) patients and to identify pre-treatment correlates with outcome (N = 60). Trial number: NCT03174197. The primary outcome was overall survival (OS) whereas secondary outcomes were retrospective global-omics analyses to identify pre-treatment immune and genetic tumor features that correlated with survival. Concurrent use of atezolizumab with radiation and TMZ demonstrated OS in line with published trials for newly diagnosed GBM. Tumor genomic (WES and/or targeted NGS panel), transcriptomic (RNAseq) and tissue microenvironment …


An Exploration Of Behavioral Sex Differences Due To A Parkinsonian Gene, Pdr-1, In C. Elegans., Adriana Mulet Miranda, Mary B. Kroetz, Paul J. Kiser Apr 2025

An Exploration Of Behavioral Sex Differences Due To A Parkinsonian Gene, Pdr-1, In C. Elegans., Adriana Mulet Miranda, Mary B. Kroetz, Paul J. Kiser

Undergraduate Theses

Parkinson’s disease is a debilitating neurodegenerative disease of the central nervous system classified by the loss of dopaminergic neurons. Males and females exhibit different symptoms however, the cause remains unknown. Through the use of a model organism, C. elegans, we will investigate an ortholog of a Parkinsonian gene, pdr-1, to explore whether or not there are statistical differences between the hermaphrodites and males through known behavioral assays such as Swimming Induced Paralysis and Basal Slowing Rate. In order to compare gender differences, we successfully conducted CRISPR, where we inserted the him-8 mutation, resulting in an increased population …


Social Media Usage And Peer Pressure As Predictors Of Substance Abuse Among In-School Adolescents In Kwara State, Nigeria, Mariam Bukola Alwajud-Adewusi, Olayemi Zainab Oduola, Bolanle Ifabiyi Apr 2025

Social Media Usage And Peer Pressure As Predictors Of Substance Abuse Among In-School Adolescents In Kwara State, Nigeria, Mariam Bukola Alwajud-Adewusi, Olayemi Zainab Oduola, Bolanle Ifabiyi

Jurnal Kajian Bimbingan dan Konseling

Substance abuse among youngsters in Nigeria is worrisome. Its consequences include acute, chronic diseases as well as social and psychological ailments. Immediate intervention is essentially paramount to prevent the future of the younger generation. Thus, this study investigated social media usage and peer pressure as predictors of substance abuse among in-school adolescents in Kwara state, Nigeria. The study was a survey research. The population of this study comprised all in-school adolescents in Secondary Schools in Kwara State which estimated at 247,845. The sample size of 403 participated in the study. An instrument entitled “Social Media Usage, Peer Pressure and Substance …