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Articles 25291 - 25320 of 27165
Full-Text Articles in Medicine and Health Sciences
The Differential Expands: Ataxia From Paraneoplastic Cerebellar Degeneration, Dominic Thomas, Md, Amy Dechet, Md
The Differential Expands: Ataxia From Paraneoplastic Cerebellar Degeneration, Dominic Thomas, Md, Amy Dechet, Md
Poster Presentations
No abstract provided.
A Comprehensive Review Of Advances In Hepatocyte Microencapsulation: Selecting Materials And Preserving Cell Viability, Hailian Wang, Lebin Wen, Fengdi Jiang, Pengyu Ren, Yixin Yang, Siyuan Song, Zhengteng Yang, Yi Wang
A Comprehensive Review Of Advances In Hepatocyte Microencapsulation: Selecting Materials And Preserving Cell Viability, Hailian Wang, Lebin Wen, Fengdi Jiang, Pengyu Ren, Yixin Yang, Siyuan Song, Zhengteng Yang, Yi Wang
Children’s Nutrition Research Center Staff Publications
Liver failure represents a critical medical condition with a traditionally grim prognosis, where treatment options have been notably limited. Historically, liver transplantation has stood as the sole definitive cure, yet the stark disparity between the limited availability of liver donations and the high demand for such organs has significantly hampered its feasibility. This discrepancy has necessitated the exploration of hepatocyte transplantation as a temporary, supportive intervention. In light of this, our review delves into the burgeoning field of hepatocyte transplantation, with a focus on the latest advancements in maintaining hepatocyte function, co-microencapsulation techniques, xenogeneic hepatocyte transplantation, and the selection of …
Sustainability Via Active Garden Education (Sage): The Process Of Incorporating Watering Into Structured Preschool Curriculum, Rebecca E Lee, Anel Arriola, Elizabeth Lorenzo, Erica G Soltero, Jacob Szeszuski
Sustainability Via Active Garden Education (Sage): The Process Of Incorporating Watering Into Structured Preschool Curriculum, Rebecca E Lee, Anel Arriola, Elizabeth Lorenzo, Erica G Soltero, Jacob Szeszuski
Children’s Nutrition Research Center Staff Publications
School gardens provide rich outdoor learning opportunities for young children. Practical considerations about garden maintenance, in particular, watering, can impeed success. This manuscript chronicles the development of garden maintenance strategies in Sustainability via Active Garden Education (SAGE). SAGE installed raised-bed gardens and provided a complete curriculum focused on increasing children's active time and improving healthy eating habits while fostering garden stewardship. SAGE was implemented by trained research personnel in four early care and education (ECE) facilities in Houston, Texas (SAGE 1, Summer, 2013), one ECE facility in Phoenix, Arizona (SAGE 2, Spring, 2017), and 24 ECE facilities in Phoenix, Arizona …
Adjusting For Covariates Representing Potential Confounders, Mediators, Or Competing Predictors In The Presence Of Measurement Error: Dispelling A Potential Misapprehension And Insights For Optimal Study Design With Nutritional Epidemiology Examples, Roger S Zoh, Diana M Thomas, Carmen D Tekwe, Xiaoxin Yu, Colby J Vorland, Nikhil V Dhurandhar, David M Klurfeld, David B Allison
Adjusting For Covariates Representing Potential Confounders, Mediators, Or Competing Predictors In The Presence Of Measurement Error: Dispelling A Potential Misapprehension And Insights For Optimal Study Design With Nutritional Epidemiology Examples, Roger S Zoh, Diana M Thomas, Carmen D Tekwe, Xiaoxin Yu, Colby J Vorland, Nikhil V Dhurandhar, David M Klurfeld, David B Allison
Children’s Nutrition Research Center Staff Publications
Background: Variables such as dietary intake are measured with error yet frequently used in observational epidemiology. Although this limitation is sometimes noted, these variables are still often modeled as covariates without formal correction or sincere dialogue about measurement unreliability potentially weakening the validity of statistical conclusions. Further, larger sample sizes increase power (bias) to detect spurious correlations. Counterintuitively, recent work suggested a non-monotonic relationship between confounder unreliability and how much controlling for the confounder reduces (or induces) bias when testing for an exposure-outcome association. If true, such non-monotonicity would be especially concerning for applications such as nutrition, where measurement reliability …
Investigation Of Setmelanotide, An Mc4r Agonist, For Obesity In Individuals With Smith-Magenis Syndrome, Julia Lazareva, Stephanie R Sisley, Sheila M Brady, Ann C M Smith, Sarah H Elsea, Jeremy J Pomeroy, Christian L Roth, Jennifer E Sprague, Martin Wabitsch, Jill Garrison, Jack A Yanovski
Investigation Of Setmelanotide, An Mc4r Agonist, For Obesity In Individuals With Smith-Magenis Syndrome, Julia Lazareva, Stephanie R Sisley, Sheila M Brady, Ann C M Smith, Sarah H Elsea, Jeremy J Pomeroy, Christian L Roth, Jennifer E Sprague, Martin Wabitsch, Jill Garrison, Jack A Yanovski
Children’s Nutrition Research Center Staff Publications
Background: Smith Magenis Syndrome (SMS) is a rare genetic disorder caused by RAI1 haploinsufficiency. Obesity in people with SMS is believed partially due to dysfunction of the proximal melanocortin 4 receptor (MC4R) pathway. We therefore studied effects of treatment with the MC4R agonist setmelanotide on obesity and hunger, as well as metabolic, cardiac and safety, in individuals with SMS.
Methods: People with SMS received once-daily setmelanotide injections, with the dose titrated bi-weekly to a maximum of 3 mg over ∼1 month; and a full-dose treatment duration of 3mo. The primary outcome was percent change in body weight. Secondary outcomes included …
Objective Assessment Of Shared Plate Eating Using A Wearable Camera In Urban And Rural Households In Ghana, Christabel A Domfe, Megan A Mccrory, Edward Sazonov, Tonmoy Ghosh, Viprav Raju, Gary Frost, Matilda Steiner-Asiedu, Mingui Sun, Wenyan Jia, Tom Baranowski, Benny Lo, Alex K Anderson
Objective Assessment Of Shared Plate Eating Using A Wearable Camera In Urban And Rural Households In Ghana, Christabel A Domfe, Megan A Mccrory, Edward Sazonov, Tonmoy Ghosh, Viprav Raju, Gary Frost, Matilda Steiner-Asiedu, Mingui Sun, Wenyan Jia, Tom Baranowski, Benny Lo, Alex K Anderson
Children’s Nutrition Research Center Staff Publications
Background: Shared plate eating (SPE), defined as two or more individuals eating directly from the same plate or bowl, is a common household food consumption practice in many Low- and Middle-Income Countries (LMICs). Examination of household engagement in SPE remains largely unexplored, highlighting a gap in research when interpreting dietary information obtained from these settings. The dearth of research into SPE can be attributed to the inherent limitations of traditional dietary assessment methods which constrain their usability in settings where SPE is common.
Objective: In this expository narrative, we describe what SPE is when it is practiced in an LMIC …
Combinatorial Atoh1, Gfi1, Pou4f3, And Six1 Gene Transfer Induces Hair Cell Regeneration In The Flat Epithelium Of Mature Guinea Pigs, Yujie Liu, Lin Yang, Sunita Singh, Lisa A Beyer, Diane M Prieskorn, Donald L Swiderski, Andrew K Groves, Yehoash Raphael
Combinatorial Atoh1, Gfi1, Pou4f3, And Six1 Gene Transfer Induces Hair Cell Regeneration In The Flat Epithelium Of Mature Guinea Pigs, Yujie Liu, Lin Yang, Sunita Singh, Lisa A Beyer, Diane M Prieskorn, Donald L Swiderski, Andrew K Groves, Yehoash Raphael
Children’s Nutrition Research Center Staff Publications
Flat epithelium (FE) is a condition characterized by the loss of both hair cells (HCs) and supporting cells and the transformation of the organ of Corti into a simple flat or cuboidal epithelium, which can occur after severe cochlear insults. The transcription factors Gfi1, Atoh1, Pou4f3, and Six1 (GAPS) play key roles in HC differentiation and survival in normal ears. Previous work using a single transcription factor, Atoh1, to induce HC regeneration in mature ears in vivo usually produced very few cells and failed to produce HCs in severely damaged organs of Corti, especially those with FE. Studies in vitro …
Advancing Kidney Xenotransplantation With Anesthesia And Surgery – Bridging Preclinical And Clinical Frontiers Challenges And Prospects, Xiaojian Zhang, Hailian Wang, Qin Xie, Yang Zhang, Yixin Yang, Man Yuan, Yuqi Cui, Si-Yuan Song, Jianzhen Lv, Yi Wang
Advancing Kidney Xenotransplantation With Anesthesia And Surgery – Bridging Preclinical And Clinical Frontiers Challenges And Prospects, Xiaojian Zhang, Hailian Wang, Qin Xie, Yang Zhang, Yixin Yang, Man Yuan, Yuqi Cui, Si-Yuan Song, Jianzhen Lv, Yi Wang
Children’s Nutrition Research Center Staff Publications
Xenotransplantation is emerging as a vital solution to the critical shortage of organs available for transplantation, significantly propelled by advancements in genetic engineering and the development of sophisticated immunosuppressive treatments. Specifically, the transplantation of kidneys from genetically engineered pigs into human patients has made significant progress, offering a potential clinical solution to the shortage of human kidney supply. Recent trials involving the transplantation of these modified porcine kidneys into deceased human bodies have underscored the practicality of this approach, advancing the field towards potential clinical applications. However, numerous challenges remain, especially in the domains of identifying suitable donor-recipient matches and …
Promoting Trustworthiness Of Science: Reproducing And Verifying Agarwal Et Al's (2022) Findings Through Collaborative Endeavors, Yasaman Jamshidi-Naeini, Nicolas Escobar Velasquez, Lilian Golzarri-Arroyo, Sumayyah Ali, Luke R Howard, Stephanie Dickinson, David B Allison
Promoting Trustworthiness Of Science: Reproducing And Verifying Agarwal Et Al's (2022) Findings Through Collaborative Endeavors, Yasaman Jamshidi-Naeini, Nicolas Escobar Velasquez, Lilian Golzarri-Arroyo, Sumayyah Ali, Luke R Howard, Stephanie Dickinson, David B Allison
Children’s Nutrition Research Center Staff Publications
No abstract provided.
The 2018 World Cancer Research Fund (Wcrf)/American Institute For Cancer Research (Aicr) Score And Diabetes Risk In The Diabetes Prevention Program Outcomes Study (Dppos), Danny Ramzy, Nicholas Ray
The 2018 World Cancer Research Fund (Wcrf)/American Institute For Cancer Research (Aicr) Score And Diabetes Risk In The Diabetes Prevention Program Outcomes Study (Dppos), Danny Ramzy, Nicholas Ray
Faculty, Staff and Student Publications
No abstract provided.
The Pacesetter Style Of Leadership, Michelle C. Dziurgot Dds
The Pacesetter Style Of Leadership, Michelle C. Dziurgot Dds
The Journal of the Michigan Dental Association
This editorial explores the pacesetter leadership style, likening it to a marathon "rabbit" setting a fast pace. Pacesetters, exemplified by figures like Jack Welch and James Cameron, set ambitious goals, driving themselves and their teams relentlessly. While effective in achieving short-term goals and maximizing team potential, drawbacks include employee stress, lack of feedback, and a "rat race" atmosphere. The author, a self-identified pacesetter with a compassionate approach, emphasizes the importance of balancing high standards with employee well-being for sustained success.
Novel, Pathogenic Insertion Variant Of Gsdme Associates With Autosomal Dominant Hearing Loss In A Large Chinese Pedigree, Jingliang Cheng, Ting Li, Qi Tan, Jiewen Fu, Lianmei Zhang, Luquan Yang, Baixu Zhou, Lisha Yang, Shangyi Fu, Alora Grace Linehan, Junjiang Fu
Novel, Pathogenic Insertion Variant Of Gsdme Associates With Autosomal Dominant Hearing Loss In A Large Chinese Pedigree, Jingliang Cheng, Ting Li, Qi Tan, Jiewen Fu, Lianmei Zhang, Luquan Yang, Baixu Zhou, Lisha Yang, Shangyi Fu, Alora Grace Linehan, Junjiang Fu
Children’s Nutrition Research Center Staff Publications
Nonsyndromic hearing loss (NSHL) is a genetically diverse, highly heterogeneous condition characterised by deafness, and Gasdermin E (GSDME) variants have been identified as directly inducing autosomal dominant NSHL. While many NSHL cases associated with GSDME involve the skipping of exon 8, there is another, less understood pathogenic insertion variant specifically found in Chinese pedigrees that causes deafness, known as autosomal dominant 5 (DFNA5) hearing loss. In this study, we recruited a large Chinese pedigree, conducted whole‐exome and Sanger sequencing to serve as a comprehensive clinical examination, and extracted genomic DNA samples for co‐segregation analysis of the members. Conservation …
Effects Of The Injury Recovery Process On Neuromuscular Activation In An Uninjured Ankle, Mark Tankersley
Effects Of The Injury Recovery Process On Neuromuscular Activation In An Uninjured Ankle, Mark Tankersley
CMC Senior Theses
This study was conducted to observe the effects of changed activity levels due to a major lower extremity injury on ankle function in the uninjured leg. Neuromuscular activation in the Gastric Medialis (GAS) and Tibialis Anterior (TA), the muscles primarily responsible for movement at the ankle, was assessed in 8 athletes at the Claremont Colleges while walking on a flat surface, stepping up a 15º incline, and stepping up a 27º incline. Athletes were split into two groups based on injury condition: a “recovered” group (n=4) who had suffered a major lower extremity injury in the last two years in …
Exploring The Impact Of Caffeine, Alcohol, And Opioids On Intraocular Pressure: A Comprehensive Analysis Of Short-Term And Long-Term Effects On Vision, Jake Prieto
CMC Senior Theses
Coffee, alcohol, and opioids are addictive drugs commonly used in modern society, yet their impact on ocular health remains ambiguous. This systematic review aims to elucidate this ambiguity by examining their effects on intraocular pressure (IOP). Utilizing IOP as a metric, both short-term and long-term effects are evaluated across individuals with irregular IOP levels and healthy subjects. Furthermore, the study analyzes choroidal thickness as an additional measure to reinforce or challenge the findings regarding IOP, leveraging the inverse relationship between the two metrics concerning elevated IOP-related illnesses, such as open-angle glaucoma (OAG).
A comprehensive literature search was performed through Google …
Employing A Machine Learning Approach In Precision Oncology To Predict Pik3ca Functional Status And Identify Phenocopying Variants Of Deleterious Pik3ca Mutations, Javier Castillo
CMC Senior Theses
The following proposal describes a modular machine learning approach that detects malfunctioning genes and pathways in cancer using the transcriptome of cancer patients. The transcriptome is underused in precision oncology and, combined with machine learning, can aid in the identification of hidden responders. Applied to the PI3K/AKT/mTOR pathway, this method can be used to predict PIK3CA functional status and identify phenocopying variants of deleterious PIK3CA mutations. The classifier will do this by integrating RNA-seq, copy number, and mutation data from tumors to determine the functional status of PIK3CA using a set of learned gene-specific weights. The classifier will then be …
Chronic Training Load And Dorsiflexion Range Of Motion Throughout A Season In Professional American Soccer, Tristan L. Young
Chronic Training Load And Dorsiflexion Range Of Motion Throughout A Season In Professional American Soccer, Tristan L. Young
College of Graduate Studies: Theses & Dissertations
Soccer has an incredibly complex movement profile. Players experience various types of strains on their body from the requirement to land in awkward positions while maintaining the ability to quickly accelerate and decelerate. Dorsiflexion range of motion (DFROM) is of concern due to the movement profile and ball control that requires constant eccentric and concentric actions at the talocrural joint. With an American soccer season spanning across nine months these demands can contribute to overuse, which has been linked to restricted range of motion. Restricted DFROM and asymmetries have been identified as injury predictors, but their relationship to performance has …
“There’S A Lifestyle, An Appreciation, A Beauty”: An Interpretative Phenomenological Analysis Of Masters Rowers, Jason Rich, Pamela Beach, Heidi K. Byrne
“There’S A Lifestyle, An Appreciation, A Beauty”: An Interpretative Phenomenological Analysis Of Masters Rowers, Jason Rich, Pamela Beach, Heidi K. Byrne
Articles
Masters rowing has seen a measurable increase in participation, with masters rowers engaged in the sport for competition, health, and recreation reasons. Unlike other masters sports, masters rowing has a unique high level of synchronous, cooperative, and interdependent elements. To better understand the benefits and challenges of participation in competitive masters rowing, the purpose of this study was to explore the lived experiences of competitive masters rowers. Twelve competitive masters rowers were recruited and interviewed. Utilizing an interpretative phenomenological analysis approach to guide data collection, analysis, and interpretation, the analysis revealed four major themes: navigating community relationships, finding a reason …
Evaluation Of The Navy Shipshape Program At A Large Navy Military Treatment Facility: A Comprehensive Swot Analysis Approach, Nia Nur Maye
Evaluation Of The Navy Shipshape Program At A Large Navy Military Treatment Facility: A Comprehensive Swot Analysis Approach, Nia Nur Maye
College of Graduate Studies: Theses & Dissertations
The increasing problem of obesity among Navy service members (SMs) is a public health concern that impacts operational readiness and health risks. To combat obesity, the Navy has an official weight management initiative called ShipShape. This project aimed to conduct a Strengths, Weaknesses, Opportunities, and Threats (SWOT) analysis of ShipShape at a large Military Treatment Facility (MTF) in Portsmouth, Virginia. This program evaluation aimed to identify the internal and external factors that influenced the program's effectiveness to propose suggestions for improvement. Using quantitative and qualitative methods, the evaluation focused on conducting a paired t-test to analyze changes in Body Mass …
Can We Talk About Sex? Exploring Teacher Preparedness Of Comprehensive Sex Education Delivery In Southeast Georgia, Tanya Jules
Can We Talk About Sex? Exploring Teacher Preparedness Of Comprehensive Sex Education Delivery In Southeast Georgia, Tanya Jules
College of Graduate Studies: Theses & Dissertations
In 2022, the CDC estimated that youth and adolescents between the ages of 15 through 24 accounted for almost half of the 2.5 million cases of sexually transmitted infections in the United States. Teachers who deliver accurate sexual health information increase the accessibility of pertinent details to adolescents during crucial years of cognitive development, which could decrease adverse sexual health outcomes among youth. The utilization of a Comprehensive Sex Education (CSE) curriculum addresses all parts of sexual health by covering topics ranging from physical, biological, emotional, and social aspects of sexuality. However, educators who provide sexual health education must follow …
Exploratory Analysis Of The Spatial Distribution Of Adult Glioma Age-Adjusted County Incidence Rates, Nebraska Medicine, 2009-2019, Kendra Ratnapradipa, Amulya Yellala, Nicole Shonka
Exploratory Analysis Of The Spatial Distribution Of Adult Glioma Age-Adjusted County Incidence Rates, Nebraska Medicine, 2009-2019, Kendra Ratnapradipa, Amulya Yellala, Nicole Shonka
Journal Articles: Epidemiology
BACKGROUND: Central nervous system (CNS) cancers including gliomas have low incidence but high mortality. The age-adjusted incidence rate for CNS cancers is higher in Nebraska than nationally. This exploratory study was motivated by glioma patient inquiries about possible clustering of cases within the state to see if more in-depth investigation was warranted.
METHODS: Using electronic health records from Nebraska Medicine, we identified Nebraska adult (age ≥19) glioma patients diagnosed between January 1, 2009 and November 1, 2019. Patient residential addresses were geocoded, mapped, and combined with annual US Census data to compute age-adjusted incidence rates (AAIR) at the county level. …
Resilience Of Mental Health Services Amidst Ebola Disease Outbreaks In Africa, Frankline Sevidzem Wirsiy, Nancy B. Tahmo, Lambed Tatah, David Brett-Major
Resilience Of Mental Health Services Amidst Ebola Disease Outbreaks In Africa, Frankline Sevidzem Wirsiy, Nancy B. Tahmo, Lambed Tatah, David Brett-Major
Journal Articles: Epidemiology
INTRODUCTION: Health systems including mental health (MH) systems are resilient if they protect human life and produce better health outcomes for all during disease outbreaks or epidemics like Ebola disease and their aftermaths. We explored the resilience of MH services amidst Ebola disease outbreaks in Africa; specifically, to (i) describe the pre-, during-, and post-Ebola disease outbreak MH systems in African countries that have experienced Ebola disease outbreaks, (ii) determine the prevalence of three high burden MH disorders and how those prevalences interact with Ebola disease outbreaks, and, (iii) describe the resilience of MH systems in the context of these …
The Prescription Drug Monitoring Program And Its Effect On Drug Overdose Mortalities, Charles Lee
The Prescription Drug Monitoring Program And Its Effect On Drug Overdose Mortalities, Charles Lee
All ETDs from UAB
The opioid epidemic is a growing concern, and the health and economic impacts on rural and urban counties are increasing. Between 1999 and 2019, approximately 841,000 people died from drug overdoses involving heroin, synthetic opioids, and prescribed opioids with 71,000 dying in 2019. This study examined the relationship between drug overdose mortalities and three independent variables, (a) Medicaid expansion, (b) Years PDMP active, and (c) Academic detailing engagement. Results of this study will contribute to the literature by determining if the Medicaid expansion, years prescription drug monitoring programs active, and academic detailing engagement decrease drug overdose mortalities. This study includes …
Program And Proceedings: Nebraska Academy Of Sciences 1880–2024, 144th Anniversary Year, One Hundred-Thirty-Fourth Annual Meeting
Nebraska Academy of Sciences: Programs and Proceedings
Program
Aeronautics and Space Science
Aeronautics and Space Science Poster Session
Anthropology: Humans Past and Present
Maiben Lecture: "Platte Basin Timelapse: A Watershed in Motion," Grant Reiner
Applied Science and Technology
Biological Sciences
Biomedical Sciences
Chemistry
Earh Sciences
Environmental Sciences
Physics
Science Education
The Impact Of Human Attachment To A Pet Bird On Psychological Well-Being, Kathryn Marie Trautmann
The Impact Of Human Attachment To A Pet Bird On Psychological Well-Being, Kathryn Marie Trautmann
Walden Dissertations and Doctoral Studies
Few studies have addressed human attachment to a pet bird and psychological well-being, and the research that has been conducted is largely anecdotal and anthropomorphic perspectives on human relationships with birds. In this quantitative study, the relationships between humans and their birds were explored using Bowlby's attachment theory and Fredrickson and Losada's broaden and build theory. The study consisted of a randomized experiment, in which individuals were randomly assigned to either an attachment (n = 81) or detachment (n = 88) group. The security priming manipulation was used to prime the groups. The attachment group was asked to list things …
Impact Of Traditional Education And Learner-Centered Education On Standardized Tests, Courtney Marie Winslow
Impact Of Traditional Education And Learner-Centered Education On Standardized Tests, Courtney Marie Winslow
Walden Dissertations and Doctoral Studies
There is a current shortage of approximately 45,000 nurses and nursing faculty to train student nurses, a number that is projected to grow. One proposed method to combat the shortage is to transition from traditional lecture-based classrooms to a learner-centered approach. Asking or requiring faculty to transition an entire nursing program from one teaching method to another without supporting data could be a waste of valuable time and resources. It could also prove detrimental to a program if students were unable to pass the NCLEX-RN exam, and a program was forced to close. The current study examined whether there was …
Automatic Hemorrhage Segmentation In Brain Ct Scans Using Curriculum-Based Semi-Supervised Learning, Solayman H. Emon, Tzu-Liang (Bill) Tseng, Michael Pokojovy, Peter Mccaffrey, Scott Moen, Md Fashiar Rahman
Automatic Hemorrhage Segmentation In Brain Ct Scans Using Curriculum-Based Semi-Supervised Learning, Solayman H. Emon, Tzu-Liang (Bill) Tseng, Michael Pokojovy, Peter Mccaffrey, Scott Moen, Md Fashiar Rahman
Mathematics & Statistics Faculty Publications
One of the major neuropathological consequences of traumatic brain injury (TBI) is intracranial hemorrhage (ICH), which requires swift diagnosis to avert perilous outcomes. We present a new automatic hemorrhage segmentation technique via curriculum-based semi-supervised learning. It employs a pre-trained lightweight encoder-decoder framework (MobileNetV2) on labeled and unlabeled data. The model integrates consistency regularization for improved generalization, offering steady predictions from original and augmented versions of unlabeled data. The training procedure employs curriculum learning to progressively train the model at diverse complexity levels. We utilize the PhysioNet dataset to train and evaluate the proposed approach. The performance results surpass those of …
Socioeconomic Status And Health Disparities Drive Differences In Accelerometer-Derived Physical Activity In Fatty Liver Disease And Significant Fibrosis, Lucia Tabacu, Sajag Swami, Mark Ledbetter, Mohamad S. Siddiqui, Ekaterina Smirnova
Socioeconomic Status And Health Disparities Drive Differences In Accelerometer-Derived Physical Activity In Fatty Liver Disease And Significant Fibrosis, Lucia Tabacu, Sajag Swami, Mark Ledbetter, Mohamad S. Siddiqui, Ekaterina Smirnova
Mathematics & Statistics Faculty Publications
Background and aims
The cornerstone of clinical management of patients with nonalcoholic fatty liver disease (NAFLD) are lifestyle changes such as increasing physical activity (PA) aimed at improving cardiometabolic risk. To inform NAFLD prevention and treatment guidelines we aimed to: (i) quantify the role of PA on lowering the risk for NAFLD and fibrosis; (ii) characterize NAFLD and fibrosis association with PA in the context of socioeconomic environment.
Methods
A sample of 2648 participants from the NHANES 2003–2006 was selected to develop survey weighted multivariable logistic regression models for predicting NAFLD and significant fibrosis, diagnosed non-invasively via fatty liver index …
Scalar-On-Function Regression: Estimation And Inference Under Complex Survey Designs, Ekaterina Smirnova, Erjia Cui, Lucia Tabacu, Andrew Leroux
Scalar-On-Function Regression: Estimation And Inference Under Complex Survey Designs, Ekaterina Smirnova, Erjia Cui, Lucia Tabacu, Andrew Leroux
Mathematics & Statistics Faculty Publications
Increasingly, large, nationally representative health and behavioral surveys conducted under a multistage stratified sampling scheme collect high dimensional data with correlation structured along some domain (eg, wearable sensor data measured continuously and correlated over time, imaging data with spatiotemporal correlation) with the goal of associating these data with health outcomes. Analysis of this sort requires novel methodologic work at the intersection of survey statistics and functional data analysis. Here, we address this crucial gap in the literature by proposing an estimation and inferential framework for generalizable scalar-on-function regression models for data collected under a complex survey design. We propose to: …
Incorporating Sex-Diverse And Gender-Inclusive Perspectives In Higher Education Biology Courses, Breanne N. Harris, A Kelsey Lewis, Sam L. Sharpe, Teri J. Orr, Christopher T. Martine, Chloe C. Josefson
Incorporating Sex-Diverse And Gender-Inclusive Perspectives In Higher Education Biology Courses, Breanne N. Harris, A Kelsey Lewis, Sam L. Sharpe, Teri J. Orr, Christopher T. Martine, Chloe C. Josefson
Faculty Journal Articles
Inclusive teaching is teaching in a way that reaches all students in the classroom; this is beneficial for everyone, particularly for those with minoritized identities. Instructors play a critical role in scaffolding how students are exposed to and learn science content in the classroom. In this manuscript, we discuss how biology instructors can make their classrooms more inclusive with regard to sex and gender diversity content. Many topics in biology are based on androcentric, heteronormative, and oppressive framing, even though those lenses are more reflective of our own history and culture than they are of the diversity we see in …
Machine Learning Algorithms To Study Multi-Modal Data For Computational Biology, Khandakar Tanvir Ahmed
Machine Learning Algorithms To Study Multi-Modal Data For Computational Biology, Khandakar Tanvir Ahmed
Graduate Thesis and Dissertation 2023-2024
Advancements in high-throughput technologies have led to an exponential increase in the generation of multi-modal data in computational biology. These datasets, comprising diverse biological measurements such as genomics, transcriptomics, proteomics, metabolomics, and imaging data, offer a comprehensive view of biological systems at various levels of complexity. However, integrating and analyzing such heterogeneous data present significant challenges due to differences in data modalities, scales, and noise levels. Another challenge for multi-modal analysis is the complex interaction network that the modalities share. Understanding the intricate interplay between different biological modalities is essential for unraveling the underlying mechanisms of complex biological processes, including …