Digital Commons Network^™

An Exploration Into Network Analyses Of Motor Behavior, Brain-Computer Interface Control, Arousal States, And An Ischemic Lesion Model, Shashank Anand

McKelvey School of Engineering Graduate Student Theses & Dissertations

Network-level modelling of neural function incorporates activity in specific brain regions along with a measure of the interactions between these regions (“connectivity”). Connectivity can be assessed through several means, for example through tractography (structural connectivity) or correlated temporal evolution of neural activity (functional connectivity). These analyses have provided valuable insight into several aspects of brain function, such as top-down control, memory, and navigation. This work focuses on studying neural activity within and between several brain regions across different brain states: namely, during motor actions, sensory perception, brain-computer interface engagement, task-free fluctuations in arousal state, and ischemic injury. High gamma (70-170 …

Nonlinear Bivariate Associations And Mononuclear Cell‐Type‐Specific Expression Level Differences In The Sting Signalling Pathway, David Kaplan

Faculty Scholarship

Understanding intracellular signalling pathways is crucial since they regulate essential functional activities. Bivariate relationships have been useful in delineating these pathways in clinical samples. In our previous studies, we have found many linear associations between pathway components, and we have interpreted these correlations as rheostatic regulators. Increases in an upstream component are correlated with a commensurate downstream increase. Here, we report a quantitative analysis of molecules in the STING pathway by assessing the variance in human peripheral blood mononuclear cell-type-specific molecular expression from patients with atherosclerotic coronary artery disease. The induction of the type I interferon track by this pathway …

Label-Free Microfluidic Modulation Spectroscopy Monitors Rna Origami Structure And Stability, Phoebe S Tsoi, Lathan Lucas, Allan Chris M Ferreon, Ewan K S Mcrae, Josephine C Ferreon

Faculty, Staff and Students Publications

RNA origami enables genetically encoded, single-stranded RNA nanostructures that can self-assemble through co-transcriptional folding and are increasingly deployed as scaffolds for biosensing, synthetic biology, and nanomedicine. A recurring practical bottleneck is scalable, solution-phase readout of whether a designed scaffold has reached its intended base-paired architecture, whether it undergoes slow maturation or kinetic trapping, and how its stability is distributed across motifs. Here, we adapt microfluidic modulation spectroscopy (MMS) as a label-free structural biosensor for RNA folding by exploiting the rich 1760–1600 cm−1 vibrational fingerprints of RNA bases and base pairs. MMS alternates between sample and composition-matched buffer measurements in a …

Radiation Doses To Cardiac Substructures Predict Elevation In High-Sensitivity Cardiac Troponin T Levels In Radiation Therapy For Lung Cancer, Xinru Chen, Xiaodong Zhang, Ting Xu, Radhe Mohan, Ruitao Lin, Mei Chen, Rachel C Maguire, Yao Zhao, Efstratios Koutroumpakis, Nicolas L Palaskas, Anita Deswal, Ali Ajdari, Joshua S Niedzielski, Sanjay S Shete, Laurence E Court, Jinzhong Yang, Zhongxing Liao

Faculty, Staff and Student Publications

Purpose: Cardiotoxicity is a major concern for patients undergoing thoracic radiation therapy. This study compared the predictive power of radiation dose-volume histogram (DVH) parameters and radiomic/dosiomic features of the whole heart (WH) and cardiac substructures for elevated circulating high-sensitivity cardiac troponin T (hs-cTnT), a biomarker for early detection of cardiac adverse events.

Methods and materials: A retrospective cohort of 160 patients with non-small cell lung cancer (NSCLC) from a completed prospective trial and a prospective cohort of 57 patients with NSCLC enrolled in an ongoing trial were analyzed. The endpoint was hs-cTnT elevation, indicated by an increase of ≥5 ng/L …

Uncovering Hidden Prognostic Patterns In Colorectal Cancer Histology Using Unsupervised Learning: A Computational Pathology Study, Wen-Tong Zhou, Yong Liu, Gang Yu, Kuan-Song Wang, Chao Xu, Jonathan Greenbaum, Chong Wu, Lin-Dong Jiang, Christopher J Papasian, Hong-Mei Xiao, Hong-Wen Deng

Faculty, Staff and Student Publications

Colorectal cancer (CRC) remains a leading cause of cancer mortality globally, yet current histopathological diagnostics capture only limited features. This study aimed to discover subtle, prognostically significant histomorphological patterns in CRC tissues using unsupervised deep learning. We developed a framework integrating convolutional neural networks with deep clustering, trained on 23,341 image patches from 493 patients. We identified 30 distinct histomorphological clusters from CRC tissue images. Through univariate and multivariate survival analyses, three clusters (Cluster13, Cluster19, and Cluster24) were consistently associated with patient prognosis. These clusters were integrated with clinical factors (T stage, N stage, and differentiation degree) to construct a …

Energetic Heterogeneity In Retinal Ganglion Cells: Role Of Neuronal Activity And Implications For Resilience, Zelun Wang

Arts & Sciences Graduate Student Theses and Dissertations

Retinal ganglion cells (RGCs) form the only connection between the eye and the brain via their axons in the optic nerve. In diseases such as glaucoma, RGCs undergo irreversible neurodegeneration leading to vision loss. RGCs consist of multiple types differing in morphology, gene expression, and signaling properties. Moreover, these types exhibit differential survival after axon injury. What cellular properties vary between RGC types that could underlie their heterogeneous response to neurodegeneration? Given that energy metabolism is tightly optimized for the homeostatic and active functions of different neurons, physiologically distinct RGC types likely exhibit divergent energetic characteristics. Furthermore, energy metabolism is …

Incarcerated Geriatric Patients’ Experiences Of Aging And Healthcare, Michelle I Suh, Stephen Chen, Megan Benavides, Sumin Yoon, Nia Lucas, Josiah D Rich, Marc David Robinson, Anita N Chary

Faculty, Staff and Students Publications

Older adults comprise the fastest growing demographic in correctional facilities in the United States. Studies have shown older adults in prison report difficulty accessing healthcare and navigating the prison environment. Little is known about how older adults navigate aging and access healthcare in the jail setting. We sought to explore experiences of older adults incarcerated in a county jail. We conducted semi-structured qualitative interviews with 20 older adults (> 50 years old) who were incarcerated at a local county jail and were referred to the emergency department for acute care needs. Interviews focused on experiences of aging while incarcerated and …

Penile Prosthetic Infections: What Can Be Learned From Orthopedics?, Kenneth B Mathis, Alisina Shahi

Faculty, Staff and Student Publications

No abstract provided.

Association Between Bmi Z-Score And Postoperative Complications In Pediatric Neuromuscular Scoliosis Surgery, Alexander K Mihas, Dion Birhiray, Chun Wai Hung, Lorenzo R Deveza, Dallas Vanorny, Frank Gerow, Darrell Hanson, Benny Dahl

Faculty, Staff and Students Publications

Study Design

Single-center retrospective review.

Objective

To investigate the association between BMI Z-scores and postoperative complications in pediatric patients with neuromuscular scoliosis undergoing spinal instrumentation.

Methods

Pediatric patients who underwent spinal instrumentation for neuromuscular scoliosis from July 2012 to June 2016 with a minimum 2-year follow-up were included. BMI and BMI Z-scores were calculated, and patients were stratified into CDC-defined BMI-for-age percentiles: underweight (< 5th percentile), normal (5th to < 85th percentile), overweight (85th to < 95th percentile), and obese (≥95th percentile). Logistic regression assessed associations of BMI, BMI Z-score, and BMI groups with postoperative complications.

Results

In total, 147 patients were included. Average follow-up was 3.2 ± 1.4 years. The most common diagnosis was cerebral palsy (39.5%). Complications occurred in 65 (44.2%) patients: 32 (21.8%) had a surgical site infection (SSI), …

Awareness Of Native American Living Conditions Among Athletic Trainers, Laurel Trail, Brandon Warner, Rebecca Peebles, Robert French, Lynzi Warner, S. Andrew Cage

Clinical Practice in Athletic Training

Context: Native Americans and First Nations People have dealt with healthcare disparities that have been documented in previous studies. One factor that appears to have played a role in these disparities was the Indian Removal Act of 1851 which established the first Native American reservations. The foundation of these reservations led to many Native Americans being displaced from areas where the United States was establishing new population centers. This has led many individuals not understanding the conditions that Native Americans live in. Lack of knowledge of the conditions patients live in may negatively affect clinicians’ ability to provide optimal healthcare. …

Sacroiliac Dysfunction In A Middle-Aged Female Runner: A Case Study, Blair Bradshaw

Clinical Practice in Athletic Training

Introduction: Research has indicated an increased prevalence of low back pain (LBP) due to SIJ dysfunction, with some reports suggesting it is the main source of pain in 15- 30% of cases. Women are more prone to incidence of SIJ pain due to a wider, more uneven, less curved, and posteriorly rotated sacrum. Additionally, women have increased mobility at the SIJ which increases stress and shear loading. Repetitive loading such as running can further contribute to SIJ dysfunction. Research suggests that female runners with SIJ pain had common biomechanical patterns putting them at more risk for injury including decreased knee …

Overcoming Thoracic Outlet Syndrome In A Young Athlete: A Case Study, Cormia Lewis, Christina Fry, Mark Knoblauch, Layci Harrison

Clinical Practice in Athletic Training

Introduction: Thoracic Outlet Syndrome (TOS) is a rare and complex condition caused by the compression of neurovascular structures in the thoracic outlet. TOS is estimated to affect 3 to 80 individuals per 1,000,000 annually, with neurogenic TOS accounting for approximately 95% of cases. Athletes who perform repetitive overhead motions are at higher risk due to increased stress on the brachial plexus. Diagnosis can be challenging as symptoms such as pain, numbness, and weakness, often mimic other conditions such as nerve entrapment or tendon pathologies. Treatment for TOS typically begins with a conservative approach, including postural correction and strengthening, activity modification, …

Proteomics Analysis Of Plasma For Risk Of Sepsis: Findings From The Atherosclerosis Risk In Communities Study, Junichi Ishigami, Xiao Hu, Pascal Schlosser, Thomas R Austin, Jingsha Chen, Bruce M Psaty, David Dowdy, Christie M Ballantyne, Morgan E Grams, Josef Coresh, James S Floyd, Kunihiro Matsushita

Faculty, Staff and Students Publications

Background: Sepsis is a life-threatening complication of infection with high mortality. A high-throughput analysis of circulating blood proteins may provide mechanistic insight and potent therapeutic targets for the prevention of sepsis.

Methods: We used multivariable Cox regression analysis to examine the association of 4955 plasma proteins, measured by SomaScan, with the risk of incident sepsis among 11 065 participants of the Atherosclerosis Risk in Communities (ARIC) Study (visit 3 in 1993 to 1995; mean age, 60.1 years, 54.4% female, 21.0% Black). Proteins (false discovery rate [FDR] of P < 0.05) discovered at visit 3 were replicated using data at visit 5 (n = 4869 in 2011 to 2013: mean age, 75.5 years) and in the Cardiovascular Health Study (CHS) (n = 3512 in 1992 to 1993; mean age, 74.5 years). Canonical pathways were identified by enrichment analyses.

Results: At ARIC visit three, 669 proteins were associated with the risk …

Medial Pulvinar Nucleus As A Causal Hub For Heteromodal Naming, Oscar Woolnough, Tessy Thomas, Kathryn M Snyder, Ellery Wheeler, Jay Gavvala, Nitin Tandon

Faculty, Staff and Student Publications

Our ability to retrieve the names of objects in our environment is a fundamental aspect of everyday life. This process requires a complex, dynamic network of cortical and subcortical interactions. While the cortical constituents of this network have been extensively studied with intracranial recordings, the subcortical nodes of the naming network are unclear. We probed the role of the left medial pulvinar nucleus in naming with direct intracranial recordings and stimulation in eight humans (three male, five female) as they named objects using pictures and auditory and written descriptions. We found a spectrotemporal signature of naming in the left medial …

Modulating Alternative Splicing Of Mecp2 Is A Potential Therapeutic Strategy For Rett Syndrome, Harini P Tirumala, Li Wang, Yan Li, Sameer S Bajikar, Ashley G Anderson, Wei Wang, Alexander J Trostle, Mahla Zahabiyon, Aleksandar Bajic, Jean J Kim, Hu Chen, Zhandong Liu, Huda Y Zoghbi

Faculty, Staff and Students Publications

Rett syndrome (RTT) is a neurological disorder caused by loss-of-function mutations in methyl CpG binding protein 2 (MECP2), a transcriptional regulator essential for maintenance of normal neuronal function. The current FDA-approved treatment for RTT, Trofinetide, mildly alleviates some symptoms. In contrast, re-introducing MeCP2 or increasing its amount through transgenesis in mouse RTT models improves most neurological phenotypes and enhances survival. Here, we devised a therapeutic strategy to moderately increase MeCP2 protein by modulating the alternative splicing of MECP2 to switch the less efficiently translated e2 to the more efficiently translated e1 isoform. We deleted Mecp2 exon 2 (unique …

Influence Of Body Composition On The Efficacy Of Nivolumab Plus Ipilimumab For Metastatic Clear Cell Renal Cell Carcinoma, Kabir Grewal, Maria Julia Moura Nascimento Santos, Pankaj Kumar Chauhan, Kai Yu, Nizar M Tannir, Sagar S Mukhida, Neha Venkatesh, Amishi Y Shah, Amado J Zurita, Andrew C Johns, Matthew T Campbell, Sangeeta Goswami, Jianjun Gao, Eric Jonasch, Jennifer L Mcquade, Omar Alhalabi, Pavlos Msaouel, Andrew W Hahn

Faculty, Staff and Student Publications

Background: Immune checkpoint inhibitor therapy (ICI) with nivolumab+ipilimumab is a first-line (1L) standard for metastatic clear cell renal cell carcinoma (ccRCC), yet outcomes remain heterogeneous. Increasing evidence suggests that host factors influence the tumor microenvironment and response to ICI. Although higher body mass index (BMI) has been associated with improved outcomes in several malignancies, BMI is an imprecise surrogate for underlying adipose and muscle compartments. We evaluated the association between body composition and outcomes with 1L nivolumab+ipilimumab in metastatic ccRCC.

Methods: We retrospectively analyzed patients with mccRCC treated with 1L nivolumab+ipilimumab at MD Anderson Cancer Center between June 2015 and …

Proteomic Profiling Of Pulmonary Function And Cardiovascular Disease Risk In The Atherosclerosis Risk In Communities Study, Yura Lee, Astrid M Manuel, Ngoc Quynh H Nguyen, Christine Ladd-Acosta, Alanna C Morrison, Kari E North, Eric Boerwinkle, Amil M Shah, Zhongming Zhao, Stephanie J London, Bing Yu

Faculty, Staff and Student Publications

Background: Pulmonary function is linked to cardiovascular disease risk; however, the underlying mechanisms remain unclear. We aimed to identify protein biomarkers associated with pulmonary function and examine their impact on incident chronic obstructive pulmonary disease, coronary heart disease, heart failure, and all-cause mortality.

Methods: Data from White and Black Americans in the Atherosclerosis Risk in Communities study (visit 2: N=11 354, mean age=57 years; visit 5: N=3517, mean age=75 years), a prospective cohort, were analyzed. Linear regression assessed associations between protein levels and pulmonary function measures, including forced expiratory volume in 1 second and forced vital capacity. The impact of …

Clinical Validation Of Perfusion Imaging With Pulmonary Function Test Data Using Voronoi-Based Discretization, Jorge Cisneros, Caleb J. Herrera, Yi-Kuan Liu, Lisa V. Du, Yevgeniy Vinogradskiy, Richard Castillo, Girish Nair, Edward Castillo

Department of Medicine Faculty Papers

Objective.Accurate lung function assessment is essential for diagnosing and managing diseases like chronic obstructive pulmonary disorder, pulmonary emboli, and lung cancer. Single-photon emission computed tomography (SPECT) provides valuable 3D functional imaging of ventilation and perfusion, but is limited by low spatial resolution, availability, additional radiation, and cost. Alternative methods, including CT-based perfusion (CT-P) and deep learning models, require large datasets to validate results that are often scarce. Pulmonary function tests (PFTs) offer rapid and noninvasive global lung function measures and are clinically widely used. While ventilation correlates well with PFTs, perfusion imaging presents challenges due to complex blood flow and …

Pharmacologic And Oncohistone Inhibition Of Setd2 Converge On Genomic Instability, Alyssa T Paparella, Ashley G Boice, In Young Park, Rajkishor Nishad, Durga Tripathi, Seth A Nelson, Edward W Pietryk, H Josh Jang, Ian J Frew, W Kimryn Rathmell, Frank M Mason, Cristian Coarfa, Ruhee Dere, Cheryl Lyn Walker

Faculty, Staff and Students Publications

Background/objectives: SETD2 is a dual-function methyltransferase important for methylation of histone H3 at lysine 36 and α-tubulin in spindle microtubules. Genetic inactivation of SETD2 during oncogenesis drives loss of H3K36me3, genomic instability, and cancer progression. This study asked if disruption of genomic stability was a canonical feature of SETD2 inactivation via different pathways.

Methods: We evaluated the impact of EPZ-719, a pharmacologic SETD2 inhibitor, and an H3.3K36M mutant histone ("oncohistone") that binds and sequesters SETD2, on methylation activity and genomic stability in human cell lines. SETD2 activity was measured using in vitro methylation assays, H3K36me3 loss confirmed by Western analysis, …

Surface Morphometrics Reveals Local Membrane Thickness Variation In Organellar Subcompartments, Michaela Medina, Ya-Ting Chang, Hamidreza Rahmani, Mark Frank, Zidan Khan, Daniel Fuentes, Frederick A Heberle, M Neal Waxham, Benjamin A Barad, Danielle A Grotjahn

Faculty, Staff and Student Publications

Lipid bilayers form the basis of organellar architecture, structure, and compartmentalization in the cell. Decades of biophysical, biochemical, and imaging studies on purified or in vitro-reconstituted liposomes have shown that variations in lipid composition influence the physical properties of membranes, such as thickness and curvature. However, similar studies characterizing these membrane properties within the native cellular context have remained technically challenging. Recent advancements in cellular cryo-electron tomography (cryo-ET) imaging enable high-resolution, three-dimensional views of native organellar membrane architecture preserved in near-native conditions. We previously developed a "Surface Morphometrics" pipeline that generates surface mesh reconstructions to model and quantify cellular membrane …

Activin A Secretion By Muscle-Repairing Macrophages Induces Heterotopic Ossification In Mice, Wenqiang Yin, Kazuo Okamoto, Asuka Terashima, Warunee Pluemsakunthai, Takehito Ono, Taku Ito-Kureha, Shizuo Akira, Yoshinobu Hashizume, Roland Baron, Satoshi Ueha, Kouji Matsushima, Martin M Matzuk, Yuji Mishina, Hiroshi Takayanagi

Faculty, Staff and Students Publications

The immune system is not only essential for host defense, but it is also involved in tissue maintenance and disease pathogenesis. Macrophages play a key role in tissue repair, fibrosis, and tumorigenesis, but the mechanisms underlying their multifunctionality have not been fully explored. Here, we identified Mrep (Ly6ChiCX3CR1loPDPN+CD9+) as a crucial subset of macrophages for muscle regeneration after muscle injury. Muscle regeneration required Mrep-derived activin A, which was produced via the TLR4/TIR domain-containing adapter-inducing interferon-β/TANK-binding kinase 1/interferon regulatory factor 3/7 signaling pathway in response to muscle injury. Mrep exerted pathological effects by secreting activin A in a model of genetically …

The Impact Of Human Myoblasts On Macrophage Polarization In A Coculture Model, Elisabeth Ann Stodola

Biomedical Engineering

Peripheral Artery Disease (PAD) is characterized by the buildup of atherosclerotic plaque in the lower extremities that occludes blood flow, and affects over 200 million people worldwide. Without effective treatment, PAD can lead to claudication, ischemia, ulcers, and gangrene. PAD causes more amputations in the United States than any other condition, and for severe cases that require revascularization, procedures benefit fewer than 50% of patients. This demonstrates a clear need for alternative therapies. Potential therapies for PAD target expansion of collateral blood vessels around the area of occlusion – a process called arteriogenesis to compensate for loss of blood flow …

Consolidation Enfortumab Vedotin And Pembrolizumab After Cisplatin Induction In Metastatic Urothelial Cancer: Outcomes Of Complete Response And Bladder Preservation, Kok Hoe Chan, Putao Cen, Tung Shu, Steven Canfield, Hui Zhao, Anneliese Gonzalez, Julie Rowe, Varaha Tammisetti, Hajar Ayoub, Angel Blanco, Mark Amsbaugh, Nizar Tannir

Faculty, Staff and Student Publications

Bladder preservation remains a highly desirable therapeutic goal in urothelial carcinoma, particularly when durable survival can be achieved. Radical cystectomy is the standard treatment for muscle-invasive disease; however, it results in irreversible bladder loss and significant morbidity. Among patients with locally advanced or metastatic urothelial carcinoma, recurrence rates after standard therapy remain high. Consolidation therapy with enfortumab vedotin and pembrolizumab following cisplatin-based induction chemotherapy has demonstrated promising efficacy, with substantial complete response rates and improved bladder preservation. This single-center retrospective analysis evaluated the efficacy and safety of enfortumab vedotin plus pembrolizumab as consolidation therapy in 11 patients with metastatic urothelial …

Pre- And Postnatal Exposure To Pm2.5 And No2 And Blood Pressure In Children: Results From The Echo Cohort, Yu Ni, Andrew Law, Xingyu Gao, Adam A Szpiro, Christine T Loftus, Miranda Jones, Logan C Dearborn, Marnie F Hazlehurst, Allison R Sherris, Sindana Ilango, Kaja Z Lewinn, Nicole R Bush, Qi Zhao, Leonardo Trasande, Joseph T Flynn, Daniel A Enquobahrie, Ruby H N Nguyen, Tom O'Connor, Arpita K Vyas, Mingyu Zhang, Hooman Mirzakhani, Alison Hipwell, Anne Starling, Alicia K Peterson, Akhgar Ghassabian, Assiamira Ferrara, Judy Aschner, Scott Collingwood, Margaret R Karagas, Michelle Katzow, Annemarie Stroustrup, Mehtap Haktnair, Tina V Hartert, Brittney M Snyder, Sophia Jan, Anne Marie Singh, Dana Dabelea, Angela M Malek, Jennifer K Straughen, Carlos A Camargo, Miatta A Buxton, Rosalind Wright, Kecia Carroll, Keia Sanderson, Daphne Koinis Mitchell, Viren D'Sa, Christine Hockett, Anne L Dunlop, Shohreh F Farzen, Sunni L Mumford, Akram N Alshawabkeh, Hudson P Santos, Xueying Zhang, Zhongzheng Niu, Nan Ji, Carrie Breton, Donghai Liang, Catherine J Karr, Echo Cohort Consortium

Children’s Nutrition Research Center Staff Publications

Background: There is growing interest in understanding the link between early life exposures to ambient air pollution and childhood blood pressure; however, existing findings, largely from single site/cohort studies, are inconclusive.

Methods: We examined the association between exposures to fine particulate matter (PM2.5) and nitrogen dioxide (NO2) and blood pressure measured at age 5-12 years in 4863 U.S. children from 20 pregnancy cohorts of the NIH ECHO cohort. Point-based residential exposures were derived from spatiotemporal models with a biweekly resolution and averaged over each trimester, the whole pregnancy, and child age 0-2 years. We converted systolic (SBP) and diastolic blood …

A Study Of Awareness Of Antiseptics And Disinfectant Use Among Allied Health Sciences Students And Interns Of A Tertiary Care Hospital, Pooja M, Puneeth A, Sharmi Nm

Digital Journal of Clinical Medicine

Background:

Antiseptics and disinfectants are among the most vital tools in infection prevention and control (IPC), especially in healthcare settings where the risk of hospital-acquired infections (HAIs) remains a significant concern. This study aims to assess the awareness and knowledge of antiseptics and disinfectants among Allied Health Sciences (AHS) students and interns, identify knowledge gaps at different stages of training, and recommend educational interventions.

Methods:

This was a cross-sectional, questionnaire-based study conducted among 1st to 3rd-year AHS students and interns at a tertiary care hospital. Data were collected using a validated questionnaire via a Google form after obtaining approval from …

Estimating Population Structure Using Epigenome-Wide Methylation Data, Ziqing Wang, Kent D Taylor, Jerome I Rotter, Stephen S Rich, Yinan Zheng, Lifang Hou, Xiuqing Guo, Jan Bressler, Laura M Raffield, Yongmei Liu, Robert Kaplan, Donald M Lloyd-Jones, Alanna C Morrison, Myriam Fornage, Bruce M Psaty, Jennifer A Brody, Tamar Sofer

The Brown Foundation: Institute of Molecular Medicine

Population stratification is one of the source of inflation in epigenome-wide association studies (EWAS) when not properly accounted for. To address this, we developed methylation population scores (MPSs) to predict genetic principal components (GPCs) using a feature selection approach. We used multi-ethnic DNA methylation data from Illumina EPIC arrays across five cohorts, including MESA (n = 929), CARDIA (n = 1123), JHS (n = 1365), ARIC (n = 2338), and HCHS/SOL (n = 1475), randomly splitting participants into training (85%) and test (15%) sets. Within each cohort, associations between GPCs and CpG sites were estimated using linear regression adjusting for …

Pharmacokinetic Modeling Strategies For Dynamic Hyperpolarized Urea Imaging, Keith A Michel, Collin J Harlan, Christopher M Walker, Matthew E Merritt, Yunyun Chen, Stephen Y Lai, James A Bankson

Faculty, Staff and Student Publications

Purpose: To evaluate pharmacokinetic modeling methods for quantification of tissue perfusion/permeability with hyperpolarized 13C urea.

Methods: Three models for quantitative analysis of dynamic HP urea imaging data were proposed and evaluated in numerical simulations and a thyroid cancer mouse model. A multicompartment model resembling the extended Tofts model for DCE-MRI (Model I) and two simplified models were used. The simplified models each eliminate a volume parameter representing vascular (Model II) or impermeable cellular space (Model III). Signal curves were generated from Model I, and models were fit to these synthetic data to quantify the effects of acquisition settings, bias in …

Analysis Of Patients With Monocytic And Monocytic-Like Acute Myeloid Leukemia, Including Aml-M4 And Aml-M5, Treated With Venetoclax Plus Azacitidine, Marina Konopleva, Courtney D Dinardo, Yan Sun, Paul Jung, Sanam Loghavi, Jalaja Potluri, Monique Dail, Brenda Chyla, Daniel A Pollyea

Faculty, Staff and Student Publications

No abstract provided.

Impact Of Mutational Landscape And Burden On Rbc Transfusion Response In Patients With Lower-Risk Myelodysplastic Syndromes (Lr-Mds) In The Commands Study, Rami S Komrokji, Sheida Hayati, Manuel Ugidos, Guillermo Garcia-Manero, Matteo Giovanni Della Porta, Amer M Zeidan, Valeria Santini, Uwe Platzbecker, Anita K Gandhi, Rajasekhar N V S Suragani

Faculty, Staff and Student Publications

The COMMANDS trial established luspatercept as a first‐line treatment for anemia in transfusion‐dependent lower‐risk (LR) myelodysplastic syndromes (MDS). Here we report red blood cell (RBC) transfusion response analysis based on somatic mutations profile and disease risk for patients treated with luspatercept or epoetin alfa in the COMMANDS trial. Of 350 evaluable patients, 238 (68.0%) had MDS with multiple lineage dysplasia and ring sideroblasts (RS) according to World Health Organization 2016 criteria, and 320 (91.4%) had somatic mutations in ≥ 1 gene (median, 2) with median variant allele frequencies (VAF) of 2%–59%. Mutation profiles were similar in the treatment groups. Luspatercept …

Shiny-Magec: A Bayesian R Shiny Application For Meta-Analysis Of Censored Adverse Events, Zihan Zhou, Zizhong Tian, Christine Peterson, Le Bao, Shouhao Zhou

Faculty, Staff and Student Publications

Accurate assessment of adverse event (AE) incidence is critical in clinical research for drug safety. While meta-analysis serves as an essential tool to comprehensively synthesize the evidence across multiple studies, incomplete AE reporting in clinical trials remains a persistent challenge. In particular, AEs occurring below study-specific reporting thresholds are often omitted from publications, leading to left-censored data. Failure to account for these censored AE counts can result in biased AE incidence estimates. We present an R Shiny application that implements a Bayesian meta-analysis model specifically designed to incorporate censored AE data into the estimation process. This interactive tool provides a …