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Coastal Stormwater Pond Pollutants And The Potential For Development Of Antimicrobial Resistance In Vibrio And Enterococcus Bacteria, Cassandra L. Horton Oct 2022

Coastal Stormwater Pond Pollutants And The Potential For Development Of Antimicrobial Resistance In Vibrio And Enterococcus Bacteria, Cassandra L. Horton

Theses and Dissertations

The Southeastern coastal plain is the most rapidly urbanizing region in the United States. Associated landscape changes which increase imperviousness lead to hydrological cycle alterations, increasing runoff of nonpoint source (NPS) pollution. Urban and agricultural NPS runoff is generally discharged into stormwater ponds, which sequester chemical contaminants, nutrients, and microbes to reduce loading into coastal ecosystems. Studies of these ponds have indicated elevated levels of trace metals, antimicrobial compounds, and bacterial contamination (SCSGC 2018).

Interactions of aquatic pathogens Vibrio vulnificus and Enterococcus faecium with trace metals (arsenic, copper, zinc) and clinically relevant antimicrobials (triclosan, ciprofloxacin, oxytetracycline) commonly found in coastal …


Xenobiotic Exposures On Women’S Reproductive Health, Maria Zubizarreta Mcclam Oct 2022

Xenobiotic Exposures On Women’S Reproductive Health, Maria Zubizarreta Mcclam

Theses and Dissertations

Environmental and chemical exposures are continually introduced into our bodies. The female reproductive cycle is complex and particularly sensitive to toxic substances. A recent rise in infertility and reproductive diseases and cancers make reproductive toxicity a public health concern. The overall purpose of this dissertation is to explore how environmental and chemical exposures impact women’s reproductive health and overall wellbeing. To do this, a variety of topics related to women’s reproductive health are explored, including how environmental exposures can impact reproduction, methods for studying reproductive dysfunctions, fertility preservation among cancer patients, and the overall wellbeing of female cancer patients.

The …


Natural Variation Of Fructose-1,6-Bisphosphatase In Colias Butterflies, Andrea Blair Stokes Oct 2022

Natural Variation Of Fructose-1,6-Bisphosphatase In Colias Butterflies, Andrea Blair Stokes

Theses and Dissertations

In a process known as the evolutionary recursion, it is possible to follow how adaptation affects natural selection at successive stages of a species’ life cycle. Through studying allele and genotype frequencies of enzymes in glycolysis, a central metabolic pathway, it is possible to document how polymorphisms can shift the evolving functionality of enzymes within or among species. Fructose-1,6-bisphosphatase (FBPase) is an enzyme in gluconeogenesis that converts fructose-1,6-bisphosphate to fructose 6- phosphate. It is also known to convert the unused amino acid carbon skeletons of glycolysis into glycogen storage. Appearing to play a vital role in the acquisition, storage, and …


Monitoring Titanium Dioxide Engineered Particles In Rural And Urban Surface Waters, Md Mahmudun Nabi Oct 2022

Monitoring Titanium Dioxide Engineered Particles In Rural And Urban Surface Waters, Md Mahmudun Nabi

Theses and Dissertations

Quantifying and characterizing engineered particles in environmental systems is key for assessing their risk but remains challenging and requires the distinction between natural and engineered particles. The Ph.D. dissertation research described in this thesis contributes to the current attempts to improve environmental nanoparticle analysis and better understand nanoparticle behavior in natural systems, with the focus being on natural streams, and the application of single particle inductively coupled plasma-time of flight-mass spectrometry (SP-ICP-TOF-MS) for distinguishing and tracing the origins of environmental nanoparticles. The objective of this dissertation is to characterize and quantify the concentrations of titanium dioxide engineered particles in urban …


Uncovering The Diverse Roles Of The Human Cst (Ctc1-Stn1-Ten1) Complex In Resolving Genomic Stress, Percy Logan Schuck Oct 2022

Uncovering The Diverse Roles Of The Human Cst (Ctc1-Stn1-Ten1) Complex In Resolving Genomic Stress, Percy Logan Schuck

Theses and Dissertations

The CST (CTC1-STN1-TEN1) complex is a heterotrimeric single-stranded DNA binding protein known to stimulate polymerase α-primase (Pol α) and promote telomere length regulation, genome-wide DNA replication and double strand break repair. However, much of its cellular function remains unknown. The focus of my dissertation work was to uncover novel roles of CST in DNA stress response pathways. In particular, my work relates to understanding the function of CST in sister chromatid cohesion (SCC) and base excision repair (BER) as well as characterizing CST protein interactions. SCC is established following DNA replication by loading of the cohesion complex, which encircles replicated …


Evaluation Of Monthly And Seasonal Grazing Rates Of Ilyanassa Obsoleta On Benthic Microalgae In The North Inlet Estuary, Brittany Dearmitt Jul 2022

Evaluation Of Monthly And Seasonal Grazing Rates Of Ilyanassa Obsoleta On Benthic Microalgae In The North Inlet Estuary, Brittany Dearmitt

Theses and Dissertations

The eastern mud snail, Ilyanassa obsoleta, is found at densities of 100’s of individuals m-2 on soft sediments in the intertidal zones of estuaries. These obligate deposit feeders consume microalgae, detritus, larvae, meiofauna, and macrofauna in the surface layers of sediments with possible trophic impacts on benthic microalgal (BMA) biomass. The goals of this study were to quantify mud snail grazing on BMA biomass, observe the variation in monthly and seasonal grazing rates, and evaluate the relationship between atmospheric temperatures and grazing rates. The sites for this experiment were two mudflats in Oyster Landing, North Inlet estuary, South …


Physical Activity And Stress Between American Students And Asian International Students At The University Of South Carolina, Hao Lei Jul 2022

Physical Activity And Stress Between American Students And Asian International Students At The University Of South Carolina, Hao Lei

Theses and Dissertations

Many college students are physically inactive and have high levels of stress, and this may be worse among increasing number of international students studying in the US. This study investigated the relationship between physical activity and stress among American students (n=92) and Asian international students (n=64). The Mann-Whitney test was used to compare MET minutes/week from the International Physical Activity Questionnaire short form between those two groups. The independent-samples t test compared the mean of stress from the Perceived Stress Scale between those two groups. Chi-square test was used to compare the percentage of Asian international students and American students …


Effects Of Positive Social Comparative Feedback During Practice On Motor Sequence Learning, Performance Expectancies, And Resting State Connectivity, Allison Foster Lewis Jul 2022

Effects Of Positive Social Comparative Feedback During Practice On Motor Sequence Learning, Performance Expectancies, And Resting State Connectivity, Allison Foster Lewis

Theses and Dissertations

Positive social comparative feedback indicates to the learner that they are performing better than others. While this type feedback supports motor skill learning in some tasks, the effect of social comparative feedback on motor sequence learning remains unknown. In addition, the OPTIMAL theory predicts that positive social comparative feedback may trigger a dopaminergic response in the brain. However, no studies have utilized neuroimaging techniques to investigate this question. Therefore, the aim of these studies was to determine the effect of positive social comparative feedback on motor sequence learning, performance expectancies, and resting state connectivity of dopaminergic neural pathways.

In the …


Molecular And Morphological Investigations Of Grouper (Serranidae) Biodiversity In Saudi Arabia, Mohammad Saeed Al Jazza Alqahtani Jul 2022

Molecular And Morphological Investigations Of Grouper (Serranidae) Biodiversity In Saudi Arabia, Mohammad Saeed Al Jazza Alqahtani

Theses and Dissertations

Chapter 1: The seas surrounding the Arabian Peninsula, which represent the northernmost portion of the Indian Ocean, are considered to have the highest aquatic biodiversity among the worlds marine regions. Seas that surround the Arabian Peninsula include the Red Sea, the Gulf of Aden, the Arabian Sea, the Gulf of Oman, and the Arabian Gulf. In aggregate, this area harbors a large number of endemic and more widespread marine species, including fishes, echinoderms, and corals.

There are unique challenges involved in grouper species identification in the Arabian region including ‘familiar’ Arabic species designations that are not standardized in the Arabic …


Impact Of A Novel Marine Algae Supplement On Inflammatory And Immune Response After High-Intensity Exercise, Caroline Sara Vincenty Jul 2022

Impact Of A Novel Marine Algae Supplement On Inflammatory And Immune Response After High-Intensity Exercise, Caroline Sara Vincenty

Theses and Dissertations

INTRODUCTION: High-intensity exercise (HIE) can damage the musculotendon complex and impact the immune response, which may result in post-exercise inflammation and reductions in strength and performance. Sufficient rest and recovery will improve muscular resilience against future damaging bouts, however HIE with minimal durations of rest are common in athletic competitions that facilitate persistent inflammation and immune dysregulation. Marine algae-derived fucoidans (MA) have previously shown promise to mitigate pro-inflammatory and immune dysregulation responses, however it has not been investigated in the context of HIE. The purpose of this research is to investigate the safety and efficacy of MA on markers of …


Sports Nutrition- And Strength And Conditioning-Based Interventions To Bolster Health And Human Performance In Male And Female Tactical Personnel, Harry Paul Cintineo Jul 2022

Sports Nutrition- And Strength And Conditioning-Based Interventions To Bolster Health And Human Performance In Male And Female Tactical Personnel, Harry Paul Cintineo

Theses and Dissertations

Military and law enforcement personnel are required to possess sufficient physical and cognitive fitness to perform their official duties. Tactical athletes must have fast reaction times (RT), high levels of various aspects of muscular performance, including power, strength, and endurance, as well as high anaerobic and aerobic capacities. The purpose of this dissertation was to investigate acute sports nutrition and chronic strength and conditioning strategies to improve health and human performance in tactical athletes, including law enforcement officers, active-duty military service members, and Reserve Officers’ Training Corps (ROTC) cadets and midshipmen.

The first study tested the effects of a combination …


Relationships Among Sleep, Physical Activity, And Weight Status In Children And Adolescents, Agnes Bucko Jul 2022

Relationships Among Sleep, Physical Activity, And Weight Status In Children And Adolescents, Agnes Bucko

Theses and Dissertations

Sleep and physical activity are both associated with multiple behavioral and metabolic health outcomes, and both behaviors have been linked to the development of weight status. Recent estimates suggest that many children are not meeting sleep recommendations or participating in adequate levels of physical activity, which may be related to the high prevalence of childhood overweight and obesity. Much of the research assessing these relationships has focused on adults and older children, and has relied on parent- or child-reported, cross-sectional research in predominantly White samples. Little work has focused on these relationships in very young children. Although more research has …


Using A Multi-Direction Reaching Approach To Investigate Fitts’ Law And The Effect Of Attentional Focus On Motor Learning, Charles R. Smith Jul 2022

Using A Multi-Direction Reaching Approach To Investigate Fitts’ Law And The Effect Of Attentional Focus On Motor Learning, Charles R. Smith

Theses and Dissertations

The Index of Difficulty value (ID) derived from Fitts’ Law’s speed-accuracy trade-off is commonly used to determine the difficulty of a targeted reaching movement and balance difficulty in sequence learning tasks. However, this value does not account for the mechanical difficulty of multi-directional movements which could affect both performance and learning. Where we direct our focus when completing a task/skill can also have an effect on how we perform and learn that task, however, the manner in which differing focus instructions affect learning a whole-arm reaching task is relatively unknown. The purpose of this dissertation was to examine 1) how …


Methyltransferase Mystery: Epigenetic Mechanisms Induced By Food Limitation In Daphnia Pule, Trenton C. Agrelius Jul 2022

Methyltransferase Mystery: Epigenetic Mechanisms Induced By Food Limitation In Daphnia Pule, Trenton C. Agrelius

Theses and Dissertations

Daphnia are ecologically important organisms that have been well studied in the context of evolution, ecology, ecotoxicity, and genomics. Daphnia have strong maternal effects in which the environment experienced by the mother can alter offspring disease resistance, life history traits, and morphology, as well as gene expression and methylation for multiple generations. Coupled with their ability to reduce genetic differences via parthenogenesis, Daphnia are an ideal system for epigenetic studies involving the transmission of maternal effects. Using two clones of Daphnia pulex, we investigated the plasticity of life history and DNA methyltransferase (Dnmt) gene expression with respect to food …


Detection Of Microcystin Aerosol Particles, Alexis D. Dabney Jul 2022

Detection Of Microcystin Aerosol Particles, Alexis D. Dabney

Theses and Dissertations

Harmful Algal Blooms (HABs) are a growing global concern due to their increased prevalence and magnitude, frequency, and duration in affecting both aquatic ecosystems and human health (Brooks et al. 2015). In a series of experiments, lab-generated aerosol particles containing Microcystis and Microseira were captured using filters to analyze for concentrations of Microcystin, Saxitoxin, and Lyngbya toxins. The solutions were found to contain aerosols but did not contain detectable levels of Microcystin, Saxitoxin, and Lyngbya toxins following analysis by HPLC-MS. While the techniques for generating aerosols were shown to be effective, the generation and analysis of toxins did not produce …


In Vivo And In Vitro Investigations Of Mammalian Stem Cell Development: Neurogenesis And Pituitary Progenitors, Allison Culver Jul 2022

In Vivo And In Vitro Investigations Of Mammalian Stem Cell Development: Neurogenesis And Pituitary Progenitors, Allison Culver

Theses and Dissertations

Human development is tightly regulated by complex mechanisms to pattern the early embryo and form specialized tissues. Understanding this regulation is of fundamental importance and can help further understand disease pathologies. Because it is difficult to observe the processes of interest, researchers must rely on the use of model systems. Our research goal is to combine both animal models and in vitro stem cell cultures to address key questions about the mechanisms of development for both the pituitary gland and brain. It is estimated that there are 290-455 cases per million of congenital hypopituitarism. In addition, autism spectrum disorder (ASD) …


Examining Parental Disclosure To Unaffected Siblings Of Children Diagnosed With Rett Syndrome, Rachel Nicely Apr 2022

Examining Parental Disclosure To Unaffected Siblings Of Children Diagnosed With Rett Syndrome, Rachel Nicely

Theses and Dissertations

Rett syndrome is a neurodevelopmental disorder that is inherited in an X-linked dominant manner due to pathogenic variants in the MECP2 gene that are almost always de novo. It is one of the most common causes of developmental delay and intellectual disability in females and occurs in about 1 in 10,000 females. While there is valuable literature surrounding the impact of a neurodevelopmental diagnosis on unaffected siblings, there are no articles about the impact of a disclosure of Rett syndrome to unaffected siblings and the needs of parents during this disclosure. This study aimed to examine the disclosure process …


Functional Analysis Of Stn1 Winged-Helix (Wh) Domains, Anna Bazell Apr 2022

Functional Analysis Of Stn1 Winged-Helix (Wh) Domains, Anna Bazell

Senior Theses

CST (CTC1-STN1-TEN1) is a heterotrimeric RPA-like protein complex that preferentially binds to single-stranded DNA (ssDNA). CST is conserved from yeast to humans and has been found to play a role in telomere maintenance, DNA replication, and DNA repair. Mutations in CST, specifically in the subunits of CTC1 and STN1, have been implicated in the development of the genetic diseases Coats plus and dyskeratosis congenita. Despite the known functions of CST, the mechanistic relationship between its structure and function has yet to be characterized, particularly with respect to its protein-protein interactions and DNA binding. An X-ray crystallography structure of CST revealed …


Synthesis Of A Streptavidin-Conjugated Agarose Resin For Purification Of Biotin-Tagged Biomolecules, Sydney Thomas Apr 2022

Synthesis Of A Streptavidin-Conjugated Agarose Resin For Purification Of Biotin-Tagged Biomolecules, Sydney Thomas

Senior Theses

Streptavidin, a bacteria-derived protein, and the small molecule biotin display extremely high-affinity binding. Researchers have taken advantage of this uniquely strong interaction in a myriad of detection, labeling, and purification techniques, one of which is affinity chromatography. Streptavidin can be immobilized onto a solid support, and this streptavidin-conjugated material can be used to capture biotin-tagged molecules with exceedingly high strength and specificity. In this project, a protocol was developed for synthesizing an agarose-based streptavidin resin for use as an affinity chromatography medium. Additionally, two fluorescence-based assays were developed for quantifying the amount of streptavidin conjugated to each resin and for …


Exploring Genetic Counselors’ Experiences, Language, And Discussion Of Consanguinity In Clinical Practice: A Multinational Perspective, Romy Isabel Fawaz Apr 2022

Exploring Genetic Counselors’ Experiences, Language, And Discussion Of Consanguinity In Clinical Practice: A Multinational Perspective, Romy Isabel Fawaz

Theses and Dissertations

Consanguinity, defined as the degree of relationship between closely related individuals, is a widespread historical practice that is not specific to any one religion, population, or region of the world. Genetic counselors regularly ask whether a reproductive couple is consanguineous as part of the review of family history and risk assessment. Couples who are in consanguineous relationship may be subject to negative attitudes and stigma, potentially due to cultural differences and norms at a population level and these attitudes may interplay with questions, answers, and discussions around consanguinity. We hypothesized that genetic counselors may experience some level of discomfort discussing …


Describing The Impact Of The Sales Of Antibiotics On The Environment And In Population Health, Andrés Gaviria-Figueroa Apr 2022

Describing The Impact Of The Sales Of Antibiotics On The Environment And In Population Health, Andrés Gaviria-Figueroa

Theses and Dissertations

The role of antibiotics in human health is of significant importance in the advancement of the medical field. It has contributed to an improvement of the quality of life and the age expectancy of the population. Antibiotic resistance is an expected consequence of the use of antibiotics. Bacteria have developed biological mechanisms that would help them become resistant to antibiotics. The uncontrolled use of antibiotics is significantly contributing to the ability of bacteria to become resistant to those antibiotics. This study, using the model of the Socio-Ecological Coupling of Antibiotic Resistance, explains how social and environmental factors interact and impact …


Psychophysiological Biomarkers Of Concussion Recovery, Adam Todd Harrison Apr 2022

Psychophysiological Biomarkers Of Concussion Recovery, Adam Todd Harrison

Theses and Dissertations

Each ach year a growing number of individuals report lingering deficits months-years following concussion. Persistent post-concussion symptoms (PPCS) can negatively impact day-today activities and if left untreated may manifest in severe neurological sequelae resulting in long-term cognitive impairment or advanced neurological degeneration (i.e., CTE). Current clinical diagnostic and prognostic assessments (e.g., symptom reports and neurocognitive testing) lack the sensitivity to quantify neurological function. Accordingly, there is a critical need to identify objective biomarkers specific to PPCS to improve an individual’s quality of life and prevent severe long-term neurological dysfunction.

Psychophysiological measurements (e.g., EEG derived event-related potentials, heart rate variability, and …


Assessing Parental Satisfaction Of Current Fragile X Syndrome Resources Provided At Diagnosis, Megan Michalski Apr 2022

Assessing Parental Satisfaction Of Current Fragile X Syndrome Resources Provided At Diagnosis, Megan Michalski

Theses and Dissertations

Diagnosis of a child with fragile X syndrome (FXS) is associated with parental anxiety. Existing literature recommends FXS resources, but there has not been a formal assessment of when parents learn about these resources, or their satisfaction with them. Studies have demonstrated negative feelings surrounding the diagnostic experience of FXS. This exploratory analysis assessed the gap in knowledge on parental satisfaction of the recommended resources from healthcare providers during the time of diagnosis. We predicted parents would not be satisfied with the way resources were presented to them. We discussed parental satisfaction or dissatisfaction, utility of the recommended resources, and …


Historical And Future Role Of Wilmar Palm Oil In Deforestation Of Indonesian Borneo, Sam Coroniti Iii Apr 2022

Historical And Future Role Of Wilmar Palm Oil In Deforestation Of Indonesian Borneo, Sam Coroniti Iii

Senior Theses

Borneo is one of the most biologically diverse locations on Earth, with thousands of endemic and rare species forming unique and intricate relationships throughout the ecosystems. Orangutans, elephants, leopards, tigers, rhinos, and many more species call this island their home, although population levels for all of the mentioned species have been in seriously decline over recent decades. The loss of primary rainforest that provides the most critical habitat for these species has occurred at the highest rate that has ever been seen on Earth, leading to extreme land conversion and greenhouse gas producing operations. The primary driver of these actions …


Assessing Satisfaction With Bi-Weekly Produce Deliveries As A Means To Reduce Food Insecurity On College Campuses, Sophie Crosby Apr 2022

Assessing Satisfaction With Bi-Weekly Produce Deliveries As A Means To Reduce Food Insecurity On College Campuses, Sophie Crosby

Senior Theses

Background: As food insecurity disproportionately affects college students and students are often unable to receive government nutritional assistance, more lasting, sustainable interventions are needed to decrease food insecurity on college campuses. The purpose of this study was to measure the satisfaction of the FoodShare program, a low-cost, biweekly fresh produce delivery, at the University of South Carolina. The purpose of this study was to pilot FoodShare’s program with adaptations to the University of South Carolina and examine participants’ experience with the program. Methods: Forty-three students, faculty, and staff purchased boxes over a three-month period. FoodShare boxes were purchased and delivered …


Superfund And Society Benumbed: An In-Depth Look At Environmental Justice In South Carolina, Sydney A. Hampton Apr 2022

Superfund And Society Benumbed: An In-Depth Look At Environmental Justice In South Carolina, Sydney A. Hampton

Senior Theses

This thesis investigates the relationship between superfund sites in minority communities and their public health through the lens of social vulnerability. Various demographic parameters were used to assess the risk associated with minority communities and exposure to hazardous waste. After investigating the history of the Environmental Justice movement, three superfund sites of interest in South Carolina, and demographic and public health data; each community was analyzed to determine association between exposure to hazardous waste and minority status. Each examined community exhibited characteristics contributing to heightened social vulnerability, potentially causing increased susceptibility to negative health outcomes from exposure to hazardous waste.


Defining Molecular And Morphological Phenotypes In Ash1l-Deficient Human Neurons, Foster D. Ritchie Apr 2022

Defining Molecular And Morphological Phenotypes In Ash1l-Deficient Human Neurons, Foster D. Ritchie

Theses and Dissertations

Autism Spectrum Disorders (ASD) are highly heritable neurodevelopmental disorders characterized by social and verbal impairments as well as repetitive behaviors. Large human genetic studies showed that genes encoding chromatin and transcriptional regulatory proteins are among the most commonly mutated genes in ASD. Absent, Small, or Homeotic 1-like (ASH1L) is a histone methyltransferase that has previously been identified as a major genetic risk factor for ASD. ASH1L di-methylates Histone H3 on Lysine 36 (H3K36me2) and tri-methylates Histone H3 on Lysine 4 (H3K4me3), which mainly coincides with transcriptional activation. ASH1L is a Trithorax protein that is proposed to counteract the activity of …


Cryptic Cryptophytes: The Plasticity In How Cryptophytes Respond To Changes In Resource Availability, Rachel Ann-Marie Schomaker Apr 2022

Cryptic Cryptophytes: The Plasticity In How Cryptophytes Respond To Changes In Resource Availability, Rachel Ann-Marie Schomaker

Theses and Dissertations

Resource variability and availability often drives competition within ecosystems, which can lead to the diversification of organismal niches and physiological capabilities. In aquatic systems, common resources that photosynthetic organisms, such as algae, compete for are light and carbon. Both the spectral characteristics (color) and carbon concentrations of an aquatic system vary with time and space, which means that algae need to be able to respond to changes in resource availability to survive. Using a group of ubiquitous unicellular eukaryotes known as cryptophytes, we investigated both how cryptophytes respond to changes in the available light spectrum at a physiological and genetic …


Female Reproductive Toxicity Of Harmful Algal Blooms-Produced Toxin Microcystin, Yingzheng Wang Apr 2022

Female Reproductive Toxicity Of Harmful Algal Blooms-Produced Toxin Microcystin, Yingzheng Wang

Theses and Dissertations

Harmful algal blooms (HABs) have become a global emerging environmental concern; however, its impact on women’s reproductive health is poorly understood. Microcystin-LR (MC-LR) is the most common and hazardous type of HAB toxin. Using both a chronic oral exposure mouse model and an acute exposure mouse model, I found that human-relevant exposure to MC-LR could compromise follicle ovulation via affecting follicle maturation. Both in vivo mouse exposure model and encapsulated in vitro follicle growth (eIVFG) model revealed that exposure to MC-LR did not affect follicle development, but significantly reduced the expression of some follicle maturation-related genes, such as Lhcgr and …


Molecular Architecture Of Cardiometabolic Responses To Regular Exercise, Jacob L. Barber Apr 2022

Molecular Architecture Of Cardiometabolic Responses To Regular Exercise, Jacob L. Barber

Theses and Dissertations

Background: To investigate the molecular mechanisms, determinants, and predictors of cardiometabolic responses to regular exercise, this dissertation had two primary aims: 1) Examine the molecular architecture of cardiometabolic responses to exercise training (unsupervised approach) and 2) Identify molecular signatures of responsiveness to regular exercise within clinically relevant lipoprotein traits (supervised approach).

Methodology: Multi-omics data (17,945 muscle transcripts, 4,979 proteins, 411 metabolites) from participants (n=647) who completed 20 weeks of endurance training as part of the HERITAGE Family Study was collected before and after training. We employed an unsupervised machine learning approach (Aim 1) to identify patterns of molecular responses to …