Digital Commons Network^™

A Study Of Differences In Enjoyment, Exercise Commitment, And Intention To Continue Participation Among Age Groups Of Adult Amateur Golfers, Hye Jin Yang, Ji-Hye Yang, Chulhwan Choi, Chul-Ho Bum

Human Movement Studies & Special Education Faculty Publications

Golf is one of the leisure sports that offers various benefits and has become a popular public sport with participation from people of various age groups. A total of 262 questionnaires were distributed online, with 240 valid responses collected after excluding 22 with non-responses or partial answers. The results showed statistically significant differences in enjoyment by age group, except for recognition from others. Regarding physical health, those in their 60s and above had higher mean scores than other age groups, and those in their 50s scored higher than those in their 30s. Stress relief was greater among those in their …

Examining Group Components On Exercise Adherence In Older Adults, Brody Polk

Masters Theses

Older adults remain the least active population despite the well-known benefits of regular exercise (Beauchamp et al., 2007; Rúa-Alonso et al., 2023). Researchers examining exercise adherence in older adults have determined two modalities of training—individual and group—with individual training being the preferred mode of exercise for older adults (Beauchamp et al., 2007). However, previous research has failed to evaluate the various components of group exercise before making a comparison with individual exercise to determine which form best predicts older adults’ adherence to exercise (Hawley-Hague et al., 2014). As such, the purpose of the current study was to examine the effects …

Examining Exercise Self- Efficacy And Functional Mobility In Urban Law Enforcement Officers, Margo F. Jenkins

College of Graduate Studies: Theses & Dissertations

BACKGROUND: Law enforcement officers perform various physically demanding tasks, but much of their daily activities are sedentary or light intensity. Quality movement patterns are vital for fitness, reducing the risk of injuries, and contributing to motivation for physical activity. PURPOSE: This study examined the relationship between exercise self-efficacy (ESES) and functional mobility (FMS) among law enforcement officers. METHODS: 55 officers participated, with exercise self-efficacy measured using the ESES scale and movement patterns assessed with the Functional Movement Screening (FMS). Correlational analysis and linear regression were used to explore the relationships between FMS and ESES, years of service (YoS) and FMS, …

Exploring The Role Of Bingocize® Workshops In Enhancing Health And Well-Being In Older Adults, Kaitlyn Gray

Mahurin Honors College Capstone Experience/Thesis Projects

As the population of older adults grows, the need for better health and well-being also grows, making it necessary to implement effective strategies for healthy aging to improve the length and quality of life of older adults (CDC, 2024). This study evaluates the effectiveness of a Bingocize^® Workshop in improving the physical health of older adults. Bingocize^®, a unique program combining bingo with exercise, is designed to increase physical activity. Eleven (11) participants aged 68.55 ± 6.235 attended a ten-week workshop, two times per week focusing on physical exercises tailored to their abilities. The primary objective was …

The Role Of Chronic Activity-Based-Anorexia In Drug-Paired Environmental Preference, Abby Bendixen

Behavioral Neuroscience Honors Papers

Anorexia nervosa (AN) has one of the highest mortality rates among psychiatric disorders. This disorder, and other eating disorders, have features that overlap with substance use disorder (SUD), including reward sensitivity, impulsivity, and emotional dysregulation. The purpose of this study was to investigate the role of chronic, restrictive eating disorders on the development of cocaine-paired environmental preference. Seven-week-old female rats were induced to a model of chronic activity-based-anorexia (ABA) and underwent conditioned place preference (CPP) testing to examine cocaine-paired environmental conditioning. The activity patterns of rats that underwent chronic ABA were not consistent with previous studies inducing chronic ABA in …

Effects Of Mental Fatigue On Gait Performance And Variability, Ali Zardosht

Dissertations and Theses

Mental fatigue has been shown to negatively impact physical performance, including motor skills and neuromuscular function. This study aimed to investigate the effects of mental fatigue on gait performance and variability in healthy young male adults. Eighteen participants walked over-ground at their preferred speed before and after completing a mentally fatiguing Stroop task. Kinematic data were recorded to assess gait variables such as speed, step length, step time, and step width, along with their coefficients of variation (CV). While subjective ratings of mental fatigue significantly increased following the Stroop task, no significant changes were observed in gait performance or CV …

Feeling Blue: The Effects Of Blue Light Exposure On Reproduction And Physiology In Drosophila Melanogaster, Laura Hampel

Theses and Dissertations (Comprehensive)

Blue light, the wavelengths ranging from ~400-500 nm, is emitted from the sun and more recently, by artificial lights including those in technology. In humans, prolonged exposure to blue light has been consistently linked to circadian rhythm disruption and retinal damage, and has also been associated with changes in neurodegeneration, aging, mortality, and oxidative stress in model organisms. This thesis explores the multifaceted effects of blue light exposure through two independent but complementary approaches. An initial rapid review of the current state of knowledge on blue light induced oxidative stress in humans was conducted. This revealed that the most studied …

Racial-Ethnic Differences In The Associations Between Functional Disabilities And Subsequent Depression Among Community-Dwelling Midlife And Older Adults In The Us, Debasree Das Gupta, Uma Kelekar, Kallol Kumar Bhattacharyya, Sidney Carl Turner

Kinesiology and Health Science Faculty Publications

Background: The intersection of race/ethnicity with disability is a critical dimension of mental health outcomes in later ages that remains under-investigated.

Objective: We examined the role of race-ethnicity in moderating the associations between functional disabilities and subsequent depression among Americans 51 and older and stratified into the two age-groups of midlife (51-64) and older adults (≥65).

Methods: Using a nationally representative sample of community-dwelling Americans (≥51; n=7,475) in the 2016-2018 Health and Retirement Study, we conducted bivariate and multivariable regression analyses. Racial-ethnic groups included non-Hispanic (NH) Black, Hispanic, and NH White and a binary (0/1) outcome defined subsequent depression in …

Mapping Epidermal And Dermal Cellular Senescence In Human Skin Aging, Grace T Yu, Clarisse Ganier, David B Allison, Tamara Tchkonia, Sundeep Khosla, James L Kirkland, Magnus D Lynch, Saranya P Wyles

Children’s Nutrition Research Center Staff Publications

Single-cell RNA sequencing and spatial transcriptomics enable unprecedented insight into cellular and molecular pathways implicated in human skin aging and regeneration. Senescent cells are individual cells that are irreversibly cell cycle arrested and can accumulate across the human lifespan due to cell-intrinsic and -extrinsic stressors. With an atlas of single-cell RNA-sequencing and spatial transcriptomics, epidermal and dermal senescence and its effects were investigated, with a focus on melanocytes and fibroblasts. Photoaging due to ultraviolet light exposure was associated with higher burdens of senescent cells, a sign of biological aging, compared to chronological aging. A skin-specific cellular senescence gene set, termed …

Chronic Circadian Misalignment Accelerates Sarcopenia Progression In Mice, Takashi Seya, Nobuya Koike, Naoki Okubo, Yasuhiro Umemura, Yoshiki Tsuchiya, Kazuya Yabumoto, Yasuhiro Endo, Kanako Iinuma, Akiyo Kakibuchi, Akira Sugimoto, Kenji Takahashi, Seung-Hee Yoo, Zheng Chen, Kazuhiro Yagita

Faculty, Staff and Student Publications

Introduction: In today's 24/7 society, circadian misalignment caused by environmental and lifestyle factors is associated with various adverse health consequences. Understanding tissue-specific pathology is required to counter this growing public health challenge. A potential association of environmental circadian misalignment with sarcopenia, or accelerated loss of skeletal muscle strength and mass, is poorly documented.

Methods: 14-week-old wild-type C57BL/6J male mice were exposed to a chronic jet lag (CJL) paradigm consisting of an 8-h phase advance every 4 days (the ADV group) or a fixed light-dark cycle (the LD group) for 64 weeks. Grip strength was measured during the experiment, and hindlimb …

Mechanisms Of How Sarcopenia Affects Functional Outcomes In Acute Ischaemic Stroke, Dong-Seok Gwak, Jinyong Chung, Dawid Schellingerhout, Hyerin Oh, Sang-Wuk Jeong, Ji Sung Lee, Dong-Eog Kim

Faculty, Staff and Student Publications

Sarcopenia, a common geriatric condition characterized by the loss of skeletal muscle mass and function, can negatively affect functional outcomes in acute ischaemic stroke; however, the underlying mechanisms remain unclear. We hypothesized that sarcopenia affects post-stroke outcomes, mediated through its impact on dysphagia, early neurological deterioration, or post-stroke recovery, particularly in patients with motor deficits. To explore this hypothesis, we included 600 consecutive elderly (≥65 years) patients with acute (< 1 week) ischaemic stroke and assessed: (i) the relationships sarcopenia has with dysphagia, early neurological deterioration and various phases of recovery after stroke (in-hospital, post-discharge [up to 3 months], and chronic [3 months to 1 year]) and (ii) whether either presenting symptoms or lesion locations modify the impact of sarcopenia on stroke outcomes. Temporal muscle thickness, a marker of sarcopenia, was measured by brain magnetic resonance imaging and dichotomized into low versus high temporal muscle thickness at the 25th percentile cut-off point. Logistic regression analysis, mediation analysis and statistical brain mapping were conducted. Mean age was 75.3 ± 6.1 years and 303 (50.5%) were male. Low temporal muscle thickness (< 5.1 mm) was independently associated with dysphagia (adjusted odds ratio 1.89 [95% confidence interval 1.06–3.37], P = 0.03), early neurological deterioration (adjusted odds ratio 2.75 [95% confidence interval 1.61–4.71], P < 0.001) and post-discharge recovery (adjusted odds ratio 0.56 [95% confidence interval 0.34–0.94], P = 0.03) but not with in-hospital or chronic recovery. In addition, dysphagia, early neurological …

Development And Validation Of Natural Language Processing Algorithms In The National Enact Network, Yanshan Wang, Jordan Hilsman, Chenyu Li, Michele Morris, Paul M Heider, Sunyang Fu, Min Ji Kwak, Andrew Wen, Joseph R Applegate, Liwei Wang, Elmer Bernstam, Hongfang Liu, Jack Chang, Daniel R Harris, Alexandria Corbeau, Darren Henderson, John Osborne, Richard E Kennedy, Nelly-Estefanie Garduno-Rapp, Justin F Rousseau, Chao Yan, You Chen, Mayur B Patel, Tyler J Murphy, Bradley A Malin, Chan Mi Park, Jungwei W Fan, Sunghwan Sohn, Sandeep Pagali, Yifan Peng, Aman Pathak, Yonghui Wu, Zongqi Xia, Salvatore Loguercio, Steven E Reis, Shyam Visweswaran

Faculty, Staff and Student Publications

Objective: Electronic Health Record (EHR) data are critical for advancing translational research and AI technologies. The ENACT network offers access to structured EHR data across 57 CTSA hubs. However, substantial information is contained in clinical narratives, requiring natural language processing (NLP) for research. The ENACT NLP Working Group was formed to make NLP-derived clinical information accessible and queryable across the network.

Methods: We established the ENACT NLP Working Group with 13 sites selected based on criteria including clinical notes access, IT infrastructure, NLP expertise, and institutional support. We divided sites into five focus groups targeting clinical tasks within disease contexts. …

Exploring Associations Between Health And Fitness Measures And Metabolic Syndrome Risk Factors In Rural Firefighters, Isaiah Mews

College of Graduate Studies: Theses & Dissertations

This study investigates the relationship between metabolic syndrome (MetS) and muscular fitness measures in career rural firefighters. MetS is a cluster of conditions that increases the risk of cardiovascular disease (CVD), a leading cause of death among firefighters. Previous research has shown that cardiorespiratory fitness is inversely related to MetS, but the role of muscular fitness variables remains unclear. This study aims to determine if fitness measures, such as cardiorespiratory endurance, muscular strength, muscular endurance, and muscular power, can give insight into MetS in firefighters. Participants were recruited from a Southeastern rural fire department and underwent assessments of muscular fitness, …

Testing The Life-History Dependence Of Dietary Restriction Effects On Oxidative Molecular Damage In Hornworms, Fahime Taheri

Masters Theses

DR and ambient temperature are two environmental factors widely implicated in shaping organismal maintenance and longevity through effects on metabolic rate and oxidative damage. This study tests whether DR and reduced body temperature independently or interactively reduce oxidative protein damage in the gut of tobacco hornworm larvae, a short-lived ectotherm whose life history may constrain typical DR responses. Larvae hatched from eggs were allocated to two feeding regimes (AL and DR) and to 20 °C and 30 °C. At a defined endpoint, guts dissected and homogenized, and analyzed for protein carbonyl content and total protein. Protein damage was expressed as …

Impact Of Aerobic Exercise On Cardiometabolic Health In Patients With Diabesity: A Systematic Review And Meta-Analysis Of Randomized Controlled Trials, Sameer Badri Al-Mhanna, Barry A. Franklin, John M. Jakicic, Emmanuel Stamatakis, Linda S. Pescatello, Deborah Riebe, Walter R. Thompson, James S. Skinner, Sheri R. Colberg, Jonathan K. Ehrman, George S. Metsios, Norsuhana Omar, Nouf H. Alkhamees, Bodor Bin Sheeha, Abdullah F. Alghannam, Alexios Batrakoulis

Human Movement Studies & Special Education Faculty Publications

Purpose

This systematic review and meta-analysis of randomized controlled trials (RCTs) aimed to evaluate the effects of aerobic exercise on cardiometabolic health-related indices in patients with type 2 diabetes and concurrent overweight/obesity (diabesity).

Methods

PubMed, Web of Science, Scopus, Science Direct, Cochrane Library, and Google Scholar databases were searched from inception to October 2024. The search strategy included the following keywords: diabetes, aerobic exercise, and endurance training. RCTs comparing aerobic exercise training ≥2 weeks in duration to standard treatment were considered eligible. Participants were adults with diabesity.

Results

A total of 1391 middle-aged/older adult patients (55 % females) were included …

Mind Over Matter: Do Nootropics Hold The Key To Fighting Alzheimer’S?, Ben Berkowitz

The Science Journal of the Lander College of Arts and Sciences

Alzheimer’s disease (AD) is a progressive neurodegenerative disorder characterized by cognitive decline, memory loss, and impaired daily functioning. Nootropics, a class of cognitive-enhancing compounds, have recently emerged as potential therapeutic agents for mitigating the cognitive impairments associated with AD. This paper reviews the current evidence regarding the efficacy (or lack thereof) of different treatments used in the past for treating Alzheimer’s, including cholinesterase inhibitors and anti-Aβ antibodies. The findings are compared to those using various nootropics, including natural supplements and synthetic compounds, in modulating neurobiological pathways relevant to AD pathology. Mechanisms of action such as neuroprotection, antioxidant activity, acetylcholine modulation, …

Age-Related Variations In Hba1c Improvemecnts: Insights From A Telehealth-Supported Community-Based Intervention, Laura Porterfield, Xiaoying Yu, Amber B Amspoker, Craig A Johnston, Aanand D Naik, Salim S Virani, Christie M Ballantyne, Ashok Balasubramanyam, Elizabeth M Vaughan

Faculty, Staff and Students Publications

Background and objectives: We previously demonstrated that a telehealth-supported community health worker (CHW) intervention significantly improved clinical outcomes in diabetes care. However, the extent to which these benefits vary across different age groups remains unclear. This study evaluated the effectiveness of a CHW-led multidimensional diabetes intervention in reducing HbA1c across age groups.

Research design and methods: We conducted a retrospective analysis of 10 studies (n = 301) that focused on low-income Hispanic adults with or at risk for type 2 diabetes. The intervention included CHW-participant coaching via mobile Health (mHealth), monthly CHW-led group education, and bidirectional mHealth feedback among …

Proactive Use Of Perturbation Training On Balance And Posture Control In Geriatric Rehabilitation- An Experimental Study, Reema Joshi, Kinjal Shah

Chulalongkorn Medical Journal

Background:

Ageing is a complex process involving a range of variables that interact to cause deterioration of various physiological functions.

Objectives:

Study attempts to find effect of Perturbation training on postural control upon Centre of Gravity (COG) sway velocity in older individuals using modified-Clinical Test of Sensory Integration on Balance (mCTSIB) component on NeuroCom Balance master® and Timed up and go(TUG) test.

Methods:

An experimental study, employing a pre-post intervention model, involved 30 individuals aged 65-85 years with mild to moderate fall risk was conducted at Tertiary Hospital, Pune from August 2022 to January 2023. Perturbation Training was given …

Chelidonic Acid Abrogates Oxidative Stress And Memory Dysfunction In Experimental Aging Rats, Feri̇de Ni̇hal Si̇nan, Emel Serdaroğlu Kaşikçi, Burcu Çevreli̇

Turkish Journal of Biology

Background/aim: In an aging model established in male Wistar albino rats via the administration of D-galactose (D-gal), the aim of this study was to examine the effects of chelidonic acid on cognitive functioning and the levels of glutathione (GSH), malondialdehyde (MDA), Total antioxidant status (TAS), and brain-derived neurotrophic factor (BDNF).Materials and methods: Thirty-two Wistar albino (three month old) male rats (n = 8) were used. Group 1: Control (C), Group 2: Chelidonic acid (CA) (2 mg/kg oral gavage), Group 3: D-galactose (D-gal) (150 mg/kg, s.c.), Group 4: D-gal (150 mg/kg) + CA (2 mg/kg) (DC). Following an overnight fast, the …

Aging, Fast And Slow: Gene Expression Signatures Of Physiological Age Vs. Future Lifespan In Caenorhabditis Elegans, Matthew Mosley

Arts & Sciences Graduate Student Theses and Dissertations

An outstanding question in the field of aging biology is the origin of variability in lifespans among members of the same species. Traditional wisdom dictates that differences in one individual’s genes or environment, “nature” and “nurture,” could predispose that individual to a long or short life. However, these explanations are radically incomplete. Even in a model system as homogenous as C. elegans, using an isogenic population in a lab-controlled environment, we observe a distribution in lifespans comparable to that seen in outbred human populations. The first part of this dissertation focuses on characterizing this non-genetic, non-environmental variability in the aging …

Association Between Body Mass Index, Abdominal Obesity And Menopause-Related Symptoms In Postmenopausal Women, Brianna A. Rice, Patricia Heavey

SURE Journal: Science Undergraduate Research Experience Journal

Abstract: Existing research demonstrates a lack of data on the relationship between body mass index (BMI) and menopause-related symptoms in postmenopausal women, particularly in Ireland. This study aimed to determine whether there is an association between BMI, general abdominal obesity and menopause-related symptoms in postmenopausal women. This should help bridge the data gap regarding postmenopausal women living in Ireland and their symptoms. Introduction: Menopause is defined as the permanent cessation of a woman's menstrual cycle. This is caused by a reduction of the secretion of oestrogen and progesterone, leading to reduced ovarian function. These changes have been attributed …

Urinary Metal Levels, Cognitive Test Performance, And Dementia In The Multi-Ethnic Study Of Atherosclerosis, Arce Domingo-Relloso, Katlyn E Mcgraw, Susan R Heckbert, Jose A Luchsinger, Kathrin Schilling, Ronald A Glabonjat, Irene Martinez-Morata, Melanie Mayer, Yongmei Liu, Alexis C Wood, Jeff Goldsmith, Kathleen M Hayden, Mohamad Habes, Ilya M Nasrallah, R Nick Bryan, Tanweer Rashid, Wendy S Post, Jerome I Rotter, Priya Palta, Linda Valeri, Timothy M Hughes, Ana Navas-Acien

Faculty, Staff and Students Publications

IMPORTANCE: Metals are established neurotoxicants, but evidence of their association with cognitive performance at low chronic exposure levels is limited.

OBJECTIVE: To investigate the association of urinary metal levels, individually and as a mixture, with cognitive tests and dementia diagnosis, including effect modification by apolipoprotein ε4 allele (APOE4).

DESIGN, SETTING, AND PARTICIPANTS: The multicenter prospective cohort Multi-Ethnic Study of Atherosclerosis (MESA) was started from July 2000 to August 2002, with follow-up through 2018. A total of 6303 MESA participants were included. Data analysis was performed from October 12, 2023, to June 13, 2024.

EXPOSURE: Urine samples were collected at baseline …

Donald Griffin: A Visionary In Science And Consciousness, Brock Fenton

Animal Sentience

I share some reflections on a sabbatical with Donald Griffin a half-century ago, with fieldwork on bats and echolocating swiftlets in Australia and our discussions of animal behavior and consciousness. Griffin's influence has been vast, from recent advances in bat research, including learning, navigation, and longevity, to his enduring legacy as a pioneer in animal cognition.

Expanding Sensory Kit Utilization Across Age And Contexts: Bridging Gaps For Inclusive Accessibility, Piper Hutson, James Hutson

Faculty Scholarship

Sensory kits, initially developed for neurodivergent children, have seen growing integration into various educational, cultural, and therapeutic contexts. However, their broader applicability, particularly for adults and diverse populations, remains underexplored. This study examines existing practices in the design and use of sensory kits within academic, museum, and inclusion frameworks, highlighting their role in promoting focus, reducing anxiety, and supporting self-regulation. Using case studies from institutions such as the Smithsonian and the Metropolitan Museum of Art, alongside a review of evidence-based interventions like weighted items and fidget tools, the research underscores the potential of these tools in diverse environments. The methodology …

News You Can Use— Helping Older Adults Make Informed Food Choices, Chih-Cheng Lu, Sarah Francis

Journal of Human Sciences and Extension

This cross-sectional study investigates the impact of the Commodity Supplemental Food Program (CSFP) Nutrition Education With Seniors (NEWS) program on the food-related challenges faced by older adults. The study used quarterly evaluations spanning 2012 to 2022, focusing on the application of newsletter information; 3,281 surveys were completed. Descriptive statistics and chi-square tests were employed for sociodemographic analysis, while z-tests with Bonferroni correction compared column proportions. Respondents were primarily female (64.5%), aged 60-69 (52.1%). Many encountered a decreased food supply (47.1%), yet experienced no impacts from these changes (47.3%.) Most used NEWS information for food choices (79.7%) and resource management (83.9%), …

Integrating Responsible And Ethical Conduct Of Research Into Cures: A Longitudinal Study Observing Professional Development Of Fellows Within The Ethics Network For Course-Based Opportunities In Undergraduate Research, Aimee Angelica Hernandez-Gaytan

Open Access Theses & Dissertations

No abstract provided.

Survival Of The Smartest? The Evolutionary Ecology Of Cognition In Anolis Lizards, Mahaut V. Sorlin

LSU New Orleans Theses and Dissertations

Cognitive processes such as learning, memory, and decision-making are integral to an organism’s fitness, allowing to integrate cues from its environment and adjust its behavior accordingly. Historically, cognitive abilities were thought to have evolved according to a Scala Naturae design—an idea that has since been disproven—which suggested that complex cognitive abilities were exclusive to “higher” taxa. This perspective has created significant phylogenetic gaps in our understanding of cognitive evolution. In this dissertation I aimed to address this issue by investigating the evolution of cognition in reptiles, focusing on the green (Anolis carolinensis) and the brown anole (Anolis …

Chronic Β3-Ar Stimulation Activates Distinct Thermogenic Mechanisms In Brown And White Adipose Tissue And Improves Systemic Metabolism In Aged Mice, Duraipandy Natarajan, Bhuvana Plakkot, Kritika Tiwari, Shoba Ekambaram, Weidong Wang, Michael Rudolph, Mahmoud A Mohammad, Shaji K Chacko, Madhan Subramanian, Stefano Tarantini, Andriy Yabluchanskiy, Zoltan Ungvari, Anna Csiszar, Priya Balasubramanian

Faculty, Staff and Students Publications

Adipose thermogenesis has been actively investigated as a therapeutic target for improving metabolic dysfunction in obesity. However, its applicability to middle-aged and older populations, which bear the highest obesity prevalence in the United States (approximately 40%), remains uncertain due to age-related decline in thermogenic responses. In this study, we investigated the effects of chronic thermogenic stimulation using the β3-adrenergic (AR) agonist CL316,243 (CL) on systemic metabolism and adipose function in aged (18-month-old) C57BL/6JN mice. Sustained β3-AR treatment resulted in reduced fat mass, increased energy expenditure, increased fatty acid oxidation and mitochondrial activity in adipose depots, improved glucose homeostasis, and a …

Association Analysis Of Mitochondrial Dna Heteroplasmic Variants: Methods And Application, Xianbang Sun, Katia Bulekova, Jian Yang, Meng Lai, Achilleas N Pitsillides, Xue Liu, Yuankai Zhang, Xiuqing Guo, Qian Yong, Laura M Raffield, Jerome I Rotter, Stephen S Rich, Goncalo Abecasis, April P Carson, Ramachandran S Vasan, Joshua C Bis, Bruce M Psaty, Eric Boerwinkle, Annette L Fitzpatrick, Claudia L Satizabal, Dan E Arking, Jun Ding, Daniel Levy, Chunyu Liu

Faculty, Staff and Student Publications

We rigorously assessed a comprehensive association testing framework for heteroplasmy, employing both simulated and real-world data. This framework employed a variant allele fraction (VAF) threshold and harnessed multiple gene-based tests for robust identification and association testing of heteroplasmy. Our simulation studies demonstrated that gene-based tests maintained an appropriate type I error rate at α = 0.001. Notably, when 5 % or more heteroplasmic variants within a target region were linked to an outcome, burden-extension tests (including the adaptive burden test, variable threshold burden test, and z-score weighting burden test) outperformed the sequence kernel association test (SKAT) and the original burden …

Bridging Big Data In The Enigma Consortium To Combine Non-Equivalent Cognitive Measures, Eamonn Kennedy, Shashank Vadlamani, Hannah M Lindsey, Pui-Wa Lei, Mary Jo-Pugh, Paul M Thompson, David F Tate, Frank G Hillary, Emily L Dennis, Elisabeth A Wilde, Enigma Clinical Endpoints Working Group Collaborators

Faculty, Staff and Student Publications

Investigators in neuroscience have turned to Big Data to address replication and reliability issues by increasing sample size. These efforts unveil new questions about how to integrate data across distinct sources and instruments. The goal of this study was to link scores across common auditory verbal learning tasks (AVLTs). This international secondary analysis aggregated multisite raw data for AVLTs across 53 studies totaling 10,505 individuals. Using the ComBat-GAM algorithm, we isolated and removed the component of memory scores associated with site effects while preserving instrumental effects. After adjustment, a continuous item response theory model used multiple memory items of varying …