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Full-Text Articles in Biology

Sea-Phages Research Opportunity, Sarah Ballarin Oct 2022

Sea-Phages Research Opportunity, Sarah Ballarin

Trick to the Treat of Internships and Research

Research opportunity targeted for freshmen and sophomores through the SEA-PHAGES program. The goal of the research is to discover new bacteriophages (viruses that infect bacteria) to help combat antibiotic resistance. Phage therapy is a promising alternative to conventional antibiotics. Phages have also been widely used in the food industry to prevent microbial growth on certain foods and are currently being explored as a method for bioremediation of oil spills and wastewater treatment.

Last year, my research team discovered two new bacteriophages: Genamy16 and NovaSharks that were able to infect the bacteria Gordonia rubripertincta. These phages can possibly be used for …


Global Education In Anatomy And Physiology During Covid-19: Lessons Learnt And Future Recommendations, Sean Mahajan, Sneh Patel, Santanu De Oct 2022

Global Education In Anatomy And Physiology During Covid-19: Lessons Learnt And Future Recommendations, Sean Mahajan, Sneh Patel, Santanu De

Trick to the Treat of Internships and Research

The Coronavirus Infectious Disease 2019 (COVID-19) pandemic has disrupted several essential aspects of anatomy and physiology education worldwide. With this pandemic, dynamic instructional and technological interventions have been taking place rapidly in an effort to minimize the adverse repercussions of moving away from the traditional means of education in these critical scientific disciplines. COVID-19 has necessitated higher educational administrations, faculty, and students to pursue teaching, learning, and assessment of anatomy and physiology courses/curricula through innovative strategies without compromising on the quality or rigor of education. Our study encapsulates, for the first time, globally published reports on the key implications of …


Trick To The Treat: Penn Medicine Princeton Health Hospital, Divya Papaiya Oct 2022

Trick To The Treat: Penn Medicine Princeton Health Hospital, Divya Papaiya

Trick to the Treat of Internships and Research

I participated in the volunteering program of Penn Medicine Princeton Health over this summer from May to August. There are multiple departments you have the chance to volunteer in, but I was placed in the Peri-Operative Unit (pre and post-surgery unit). Volunteering allowed me to gain bedside manners by helping to serve and discharge patients while also letting me learn how day-to-day tasks in a hospital are run and how important it is to be dedicated in providing the best care possible to all people who walk through the hospital doors seeking aid.


Stem-Away: Mentor Chains Internships, Isha K. Pasumarthi Oct 2022

Stem-Away: Mentor Chains Internships, Isha K. Pasumarthi

Trick to the Treat of Internships and Research

Mission: Helping students discover the potential & beauty of STEM, the joy of problem-solving and a STEM career that resonates with them.


Practicum In Biology, Alina Poothurail Oct 2022

Practicum In Biology, Alina Poothurail

Trick to the Treat of Internships and Research

The Practicum in Biology Course is a unique course which will help you develop essential skills for the advancement of your professional development. With various different assignments, you will learn how to conduct literature reviews, analyze research studies, and give excellent Journal Club Presentations. In addition, this course will prepare you for graduate school and the workforce as a result of conducting mock interviews, revising or creating your resume, and creating a personal statement or Cover Letter with the help of Nova Southeastern University’s Career Development Office. All components of this course were designed to provide you excel in your …


Research Internship At Marcus Neuroscience Institute, Abhinav Ankem Oct 2022

Research Internship At Marcus Neuroscience Institute, Abhinav Ankem

Trick to the Treat of Internships and Research

My internship experience at the Baptist Health Marcus Neuroscience Institute allowed me to pursue an opportunity in researching neuro inflammation with specific types of strokes and injuries resulting from impaired blood flow to the brain. I work with data from the lab, and with analyzing multiple pieces of literature for a greater understanding of the topics of interest in the lab. Lastly, I work with the staff and principal investigator to confirm my findings and work ahead on the data analysis.


Science Alive, Trisha Sudhakar, Rajin Persaud Oct 2022

Science Alive, Trisha Sudhakar, Rajin Persaud

Trick to the Treat of Internships and Research

The goal of Science Alive is to provide a “sense of wonder” not only for the grade-school children but for the college students and their faculty as well. Science Alive serves to reinforce the scientific knowledge of local grade-school students and community members, while enhancing the education and career development opportunities for college students. Our group does this by providing opportunities for youth to explore science beyond the textbooks through hands-on, interactive discovery, which stimulates interest and fosters confidence for college and grade-school students alike. Our groups lead on-campus and in-class workshops, weekend clubs, after-school programs, and other community events. …


Pfizer Summer Growth Experience, Arman Kakkar Oct 2022

Pfizer Summer Growth Experience, Arman Kakkar

Trick to the Treat of Internships and Research

From May 9, 2022 till July 29, 2022, I served as a Research Intern at Pfizer. Specifically, I worked in the Vaccine Research and Development Sector in the High Throughput Clinical Immunoassays and Diagnostics Group (HCID). In this group, I was responsible for Phase 3 testing of clinical trial material for the Covid-19 Vaccine. Over this time, I learned a great deal about the process of vaccine production from start to finish. Additionally, I was able to make numerous connections. This is definitely an experience I would recommend to others.


Independent Study (Biol 4990): Global Implications Of Covid-19 On Education And Research In Stem And Healthcare: Analysis Of Case Studies, Yumna Indorewala Oct 2022

Independent Study (Biol 4990): Global Implications Of Covid-19 On Education And Research In Stem And Healthcare: Analysis Of Case Studies, Yumna Indorewala

Trick to the Treat of Internships and Research

The zoonotic novel coronavirus presents as a major challenge to the world’s economy, social development, and public health. Effects in the education and research in the field of healthcare and STEM are accentuated in lower-developed countries or communities where the access to technology and a reliable internet connection are luxuries making it difficult to attain education virtually. COVID-19 has also disrupted research and training in STEM and healthcare. With significant increases in infection rates there is an urge to redirect projects towards virology research and vaccine development. This comprehensive literature review includes case studies highlighting the consequences of COVID-19 on …


Trick To The Treat: Protein Modeling, Pujita Julakanti Oct 2022

Trick To The Treat: Protein Modeling, Pujita Julakanti

Trick to the Treat of Internships and Research

Protein Modeling is a unique way of understanding a protein and its interactions. In this specific experience, students can find a protein that is interesting to them. Then, they can use protein visualization software such as Jmol and PyMOL to be able to see the structure better. They could write scripts in which they change parts of the protein for enhancement or simply to visualize the protein interactions. Overall, it is a great way to get involved in research. Luckily for NSU students, there is an Honors Intro to Protein Modeling course they can take with Dr. Schmitt and Dr. …


Bacteria Unearthed, Varsha Chigurupati, Mark Sourial, Katrina Maktaz, Alana Bertrand Oct 2022

Bacteria Unearthed, Varsha Chigurupati, Mark Sourial, Katrina Maktaz, Alana Bertrand

Trick to the Treat of Internships and Research

Bacteria Unearthed is an NSU initiative to bring together high school and college students to participate in Tiny Earth: an international consortium of researchers searching for novel microorganisms and antibiotics to combat antibiotic drug resistance.


Transcriptomics-Based Network Medicine Approach Identifies Metformin As A Repurposable Drug For Atrial Fibrillation, Jessica C. Lal, Chengsheng Mao, Yadi Zhou, Shamone R. Gore-Panter, Julie H. Rennison, Beth S. Lovano, Et. Al Oct 2022

Transcriptomics-Based Network Medicine Approach Identifies Metformin As A Repurposable Drug For Atrial Fibrillation, Jessica C. Lal, Chengsheng Mao, Yadi Zhou, Shamone R. Gore-Panter, Julie H. Rennison, Beth S. Lovano, Et. Al

Biological, Geological, and Environmental Faculty Publications

Effective drugs for atrial fibrillation (AF) are lacking, resulting in significant morbidity and mortality. This study demonstrates that network proximity analysis of differentially expressed genes from atrial tissue to drug tar-gets can help prioritize repurposed drugs for AF. Using enrichment analysis of drug-gene signatures and functional testing in human inducible pluripotent stem cell (iPSC)-derived atrial-like cardiomyocytes, we identify metformin as a top repurposed drug candidate for AF. Using the active compactor, a new design analysis of large-scale longitudinal electronic health record (EHR) data, we determine that metformin use is significantly associated with a reduced risk of AF (odds ratio = …


A Holistic Investigation Of Acidosis In Breast Cancer, Bryce Ordway Oct 2022

A Holistic Investigation Of Acidosis In Breast Cancer, Bryce Ordway

USF Tampa Graduate Theses and Dissertations

In the early 20th century, Nobel laureate Otto Warburg made the observation that cells of a carcinoma had considerably higher glycolytic metabolism and considerably lower oxidative metabolism compared to cells of a normal tissue. He postulated that within this observation was the key to deciphering the differences between malignant and normal tissue. It is now well established that tumors of the breast are unequivocally acidic, caused by an abnormal amount of aerobic glycolysis, colloquially known as the Warburg effect. Over the last decades, our group, led by Dr. Robert J. Gillies, has set out to characterize the causes and consequences …


2022 Scas Annual Meeting Program And Bulletin Oct 2022

2022 Scas Annual Meeting Program And Bulletin

Journal of the South Carolina Academy of Science

No abstract provided.


Environmental Bacteriophage Detection On Coastal Carolina University Campus, Madison Gentilo, Hailey Oldfield, Gavin Ockert, Paul E. Richardson Oct 2022

Environmental Bacteriophage Detection On Coastal Carolina University Campus, Madison Gentilo, Hailey Oldfield, Gavin Ockert, Paul E. Richardson

Journal of the South Carolina Academy of Science

Bacteriophages are viruses that infect bacteria. These viruses are found ubiquitously in the environment and are more abundant than any living organism on Earth, including bacteria. Eleven sites are designated for weekly sample collection on the campus of Coastal Carolina University. Water samples are filtered and amplified using strains of E. coli B and E. coli K12 to allow potential coliphages in the sample to proliferate to detectable levels. Plaque assays are used as a microbial screen for the presence of bacteriophage. Samples that test positively using the microbial test are analyzed through a molecular test using PCR to identify …


3,6-Dimethoxyxanthone From 2,2’,4,4’- Tetrahydroxy-Benzophenone Via Microwave-Assisted Annulation, Sarah E. Knisely, Faith R. Rosario, Salem F. Gebeyehu, Paige E. Heiple, Robert E. Lee Sr Oct 2022

3,6-Dimethoxyxanthone From 2,2’,4,4’- Tetrahydroxy-Benzophenone Via Microwave-Assisted Annulation, Sarah E. Knisely, Faith R. Rosario, Salem F. Gebeyehu, Paige E. Heiple, Robert E. Lee Sr

Journal of the South Carolina Academy of Science

Xanthones are tricyclic aromatic compounds that have multiple pharmacological uses due to their anti-tumor, antioxidant, anti-inflammatory, anti-bacterial, and potentially chemopreventive properties. The target of this research was to optimize a two-step synthesis of 3,6-dimethoxyxanthone (3) from 2,2’,4,4’-tetrahydroxy-benzophenone (1) via microwave-assisted (200 °C, 30-40 min., 150 W) sodium acetate-catalyzed annulation. The product, 3,6-dihydroxyxanthone (2), was then methylated to (3) using dimethyl sulfate (DMS) and sodium carbonate in acetone at reflux. The product yields were 93% (>99% purity) for (2) and 94% (>99% purity) for (3). Characterization was accomplished using 1H NMR, FTIR, melting point, TLC, HPLC, and GCMS. …


The Effects Of Human Behavioral Changes Due To The Covid-19 Pandemic On The Reservoir Of Lytic Escherichia Coli And Staphylococcus Aureus Bacteriophage On Humans At A South Carolina University, Korinne M. Swanson, Owen R. Smith, Paul E. Richardson Oct 2022

The Effects Of Human Behavioral Changes Due To The Covid-19 Pandemic On The Reservoir Of Lytic Escherichia Coli And Staphylococcus Aureus Bacteriophage On Humans At A South Carolina University, Korinne M. Swanson, Owen R. Smith, Paul E. Richardson

Journal of the South Carolina Academy of Science

Bacteriophages are viruses, whose unique ability to infect and lyse bacterial cells may provide valuable insight for evading the repercussions of a post-antibiotic era in medicine. This study isolated and characterized Escherichia coli and Staphylococcus aureus bacteriophage on students and faculty at Coastal Carolina University as a means to understand the viability of human bacteriophage reservoirs for bacteriophage therapy. From September 2021 to March 2022, nasal and postauricular swab samples and a behavioral survey were collected from ninety-three randomly selected participants. Additionally, sixteen participants contributed nasal and postauricular swab samples and a behavioral survey on a monthly basis in a …


Table Of Contents Oct 2022

Table Of Contents

Journal of the South Carolina Academy of Science

No abstract provided.


Zoonosis At The Huanan Seafood Market: A Critique, Daoyu Zhang, Gilles Demaneuf, Adrian Jones, Steven Massey, Steven Quay, Yuri Deigin, Louis R. Nemzer Oct 2022

Zoonosis At The Huanan Seafood Market: A Critique, Daoyu Zhang, Gilles Demaneuf, Adrian Jones, Steven Massey, Steven Quay, Yuri Deigin, Louis R. Nemzer

Chemistry and Physics Faculty Proceedings, Presentations, Speeches, Lectures

Since the Hunan Seafood Market (HSM) in Wuhan, China was first suggested as the source of the COVID-19 pandemic in late January 2020, debate has continued over the evidence supporting this claim. Here, we assess the evidence provided in support of zoonotic spillover at the HSM as the origin of human infection of SARS-CoV-2. We find that the datasets and analyses put forward in support of zoonosis are biased, and lack sufficient verifiable data to support this hypothesis. The earliest COVID-19 case at the HSM was not at or near a wildlife stall, the distribution of cases at the HSM …


Dissection Of A Sensorimotor Circuit Underlying Pathogen Aversion In C Elegans, Adam Filipowicz, Jonathan Lalsiamthara, Alejandro Aballay Oct 2022

Dissection Of A Sensorimotor Circuit Underlying Pathogen Aversion In C Elegans, Adam Filipowicz, Jonathan Lalsiamthara, Alejandro Aballay

Faculty, Staff and Student Publications

BACKGROUND: Altering animal behavior to reduce pathogen exposure is a key line of defense against pathogen attack. In Caenorhabditis elegans, alterations in intestinal physiology caused by pathogen colonization and sensation of microbial metabolites may lead to activation of pathogen aversive behaviors ranging from aversive reflexes to learned avoidance. However, the neural circuitry between chemosensory neurons that sense pathogenic bacterial cues and the motor neurons responsible for avoidance-associated locomotion remains unknown.

RESULTS: Using C. elegans, we found that backward locomotion was a component of learned pathogen avoidance, as animals pre-exposed to Pseudomonas aeruginosa or Enterococcus faecalis showed reflexive aversion to drops …


A Trichy Situation, Kathryn Purple Oct 2022

A Trichy Situation, Kathryn Purple

Cumberland Mountain Naturalist

This issue of the Cumberland Mountain Naturalist discusses Dr Kathryn Purple's research concerning Trichomonosis carried by pigeons.


The Effect Of Infection Risk On Female Blood Transcriptomics, Brenna M. G. Gormally, Patricia C. Lopes Oct 2022

The Effect Of Infection Risk On Female Blood Transcriptomics, Brenna M. G. Gormally, Patricia C. Lopes

Biology, Chemistry, and Environmental Sciences Faculty Articles and Research

Defenses against pathogens can take on many forms. For instance, behavioral avoidance of diseased conspecifics is widely documented. Interactions with these infectious conspecifics can also, however, lead to physiological changes in uninfected animals, an effect that is much less well understood. These changes in behavior and physiology are particularly important to study in a reproductive context, where they can impact reproductive decisions and offspring quality. Here, we studied how an acute (3 h) exposure to an immune-challenged male affected female blood transcriptomics and behavior. We predicted that females paired with immune-challenged males would reduce eating and drinking behaviors (as avoidance …


The Insulin Receptor Regulates The Persistence Of Mechanical Nociceptive Sensitization In Flies And Mice, Tatiana V Karpinets, Xiaogang Wu, Travis Solley, Molly B El Alam, Travis T Sims, Kyoko Yoshida-Court, Erica Lynn, Mustapha Ahmed-Kaddar, Greyson Biegert, Jingyan Yue, Xingzhi Song, Huandong Sun, Joseph F Petrosino, Melissa P Mezzari, Pablo Okhuysen, Patricia J Eifel, Anuja Jhingran, Lilie L Lin, Kathleen M Schmeler, Lois Ramondetta, Nadim Ajami, Robert R Jenq, Andrew Futreal, Jianhua Zhang, Ann H Klopp, Lauren E Colbert Sep 2022

The Insulin Receptor Regulates The Persistence Of Mechanical Nociceptive Sensitization In Flies And Mice, Tatiana V Karpinets, Xiaogang Wu, Travis Solley, Molly B El Alam, Travis T Sims, Kyoko Yoshida-Court, Erica Lynn, Mustapha Ahmed-Kaddar, Greyson Biegert, Jingyan Yue, Xingzhi Song, Huandong Sun, Joseph F Petrosino, Melissa P Mezzari, Pablo Okhuysen, Patricia J Eifel, Anuja Jhingran, Lilie L Lin, Kathleen M Schmeler, Lois Ramondetta, Nadim Ajami, Robert R Jenq, Andrew Futreal, Jianhua Zhang, Ann H Klopp, Lauren E Colbert

Faculty, Staff and Student Publications

Early phase diabetes is often accompanied by pain sensitization. In Drosophila, the insulin receptor (InR) regulates the persistence of injury-induced thermal nociceptive sensitization. Whether Drosophila InR also regulates the persistence of mechanical nociceptive sensitization remains unclear. Mice with a sensory neuron deletion of the insulin receptor (Insr) show normal nociceptive baselines; however, it is uncertain whether deletion of Insr in nociceptive sensory neurons leads to persistent nociceptive hypersensitivity. In this study, we used fly and mouse nociceptive sensitization models to address these questions. In flies, InR mutants and larvae with sensory neuron-specific expression of RNAi …


Role Of The G Protein Beta Gamma Subunits In Serotonin Transporter Dynamics, Nora Awadallah Sep 2022

Role Of The G Protein Beta Gamma Subunits In Serotonin Transporter Dynamics, Nora Awadallah

Dissertations, Theses, and Capstone Projects

Serotonin is a vital neurotransmitter and hormone with significant roles in almost every organ system. In the central nervous system, serotonin mediates physiological functions that in turn guide behavior and mood. Here, serotonin is released from serotonergic neurons and exerts its effects through serotonin receptors. Regulation of serotonin neurotransmission is important for the maintenance of its physiological functions; thus, extracellular serotonin must be sequestered to limit the intensity and duration of serotonin transmission. Disproportionate transmission is strongly linked with neurological and psychiatric ailments.

Extracellular serotonin levels are primarily mediated by the serotonin transporter (SERT), a critically important plasma membrane protein …


Generation Of Mycobacterium Smegmatis Model Systems For Testing Inhibitors Of The Mycobactin Siderophore Of Mycobacterium Tuberculosis, Gabrielle A. Germain Sep 2022

Generation Of Mycobacterium Smegmatis Model Systems For Testing Inhibitors Of The Mycobactin Siderophore Of Mycobacterium Tuberculosis, Gabrielle A. Germain

Dissertations, Theses, and Capstone Projects

Mycobacterium tuberculosis (Mtb) is the pathogenic bacterium causative of tuberculosis. According to the 2021 World Health Organization (WHO) Global Tuberculosis (TB) Report, there were approximately 5.8 million TB cases in 2020, and 1.3 million TB deaths among HIV negative people in that year. The rise of multi-drug resistant Mtb strains has increased the need for more potent microbials against this pathogen. Biosynthesis of iron scavenging molecules, known as siderophores (e.g., mycobactin and carboxymycobactin), has been identified as a potential drug target candidate since iron acquisition has been directly linked to the survival and virulence of Mtb. Salicyl-AMS (Sal-AMS) is …


The Utilization Of Crispr/Cas9 In Monogenic Disorders Authors, Shauna M. Mellor Aug 2022

The Utilization Of Crispr/Cas9 In Monogenic Disorders Authors, Shauna M. Mellor

Spectra Undergraduate Research Journal

This paper is a literature review of various scientific research papers, exploring the recent scientific advancement in the field of genetic engineering. The research presented is a foundational tool, building awareness on the implications of CRISPR/ Cas9 technology. CRISPR/ Cas9 was first discovered through the study of bacterial immune systems, fighting against viral infections. Manipulation of the Cas9 protein would eventually lead to target specific, gene-altering medicines for human organisms. CRISPR/ Cas 9 technology has begun to show promise as an effective treatment for certain monogenic disorders. Despite this, time is required before its efficacy as a proven genetic treatment …


Drone-Based Water Sampling And Characterization Of Three Freshwater Harmful Algal Blooms In The United States, Regina Hanlon, Stephen J. Jacquemin, Johnna A. Birbeck, Judy A. Westrick, Charbel Harb, Hope Gruszewski, Andrew P. Ault, Durelle Scott, Hosein Foroutan, Shane D. Ross, Javier González-Rocha, Craig Powers, Lowell Pratt, Harry Looney, Greg Baker, David G. Schmale Aug 2022

Drone-Based Water Sampling And Characterization Of Three Freshwater Harmful Algal Blooms In The United States, Regina Hanlon, Stephen J. Jacquemin, Johnna A. Birbeck, Judy A. Westrick, Charbel Harb, Hope Gruszewski, Andrew P. Ault, Durelle Scott, Hosein Foroutan, Shane D. Ross, Javier González-Rocha, Craig Powers, Lowell Pratt, Harry Looney, Greg Baker, David G. Schmale

Biological Sciences Faculty Publications

Freshwater harmful algal blooms (HABs), caused mostly by toxic cyanobacteria, produce a range of cyanotoxins that threaten the health of humans and domestic animals. Climate conditions and anthropogenic influences such as agricultural run-off can alter the onset and intensity of HABs. Little is known about the distribution and spread of freshwater HABs. Current sampling protocols in some lakes involve teams of researchers that collect samples by hand from a boat and/or from the shoreline. Water samples can be collected from the surface, from discrete-depth collections, and/or from depth-integrated intervals. These collections are often restricted to certain months of the year, …


Energy Drink Usage By Students Attending An Online University, Jodi Lynn Hutak, Ali Boolani, Lauri O. Byerley Aug 2022

Energy Drink Usage By Students Attending An Online University, Jodi Lynn Hutak, Ali Boolani, Lauri O. Byerley

School of Medicine Faculty Publications

Objective: This study determined the frequency, reasons for, and side effects of energy drinks (ED) consumption among online students. Participants: Students attending an online university. Methods: Participants were recruited by email and completed a 59-question survey about their prior months ED practices using a combination of validated surveys previously published examining similar constructs in on-campus students. Results: 307 students (age = 32.4 ± 6.5yrs) completed the survey, and 88% reported consuming EDs. Students’ reasons for consuming ED included school (p < .001), work (p < .001), an event/competition (p < .001), pick me up (p < .001), lack of rest (p < .001), more energy (p < .001), and staying awake while driving (p < .001). Only individuals who consumed > 10 ED/month reported side effects of headaches (p = .01) and speeding (p=.01). Conclusions: In our sample, a majority of …


Cyclase-Associated Protein 1 (Cap1) In Cyclic Adenosine Monophosphate (Camp) And Protein Kinase C (Pkc) Signals To Regulate Cancer Cell Functions, Lokesh Kalki Mani Sai Akana Aug 2022

Cyclase-Associated Protein 1 (Cap1) In Cyclic Adenosine Monophosphate (Camp) And Protein Kinase C (Pkc) Signals To Regulate Cancer Cell Functions, Lokesh Kalki Mani Sai Akana

Student Theses and Dissertations

Cyclase-Associated Protein 1 (CAP1) is an actin-regulating protein that promotes actin dynamics and is also involved in cell adhesion and proliferation as well as implicated in human cancers. We previously found that phosphorylation at the Ser307/Ser309 tandem regulatory site on CAP1 is critical for CAP1 functions in breast and pancreatic cancer cells. We silenced CAP1 through RNAi in HCT116 and SW480 colon cancer cells as confirmed in Western blotting. We have found that depletion of CAP1 led to reduced FAK (Focal Adhesion Kinase) activity and matrix adhesion in SW480 cells, while it stimulated FAK activity and cell adhesion in HCT116 …


Machine Learning And Scalable Informatics Methods To Predict Disease Status From Multimodal Biomedical Data, Hossein Mohammadian Foroushani Aug 2022

Machine Learning And Scalable Informatics Methods To Predict Disease Status From Multimodal Biomedical Data, Hossein Mohammadian Foroushani

McKelvey School of Engineering Graduate Student Theses & Dissertations

Biological understanding of complex diseases such as stroke and obesity is critical for the advancement of medicine. Further knowledge discovery can provide effective biomarkers to improve disease diagnosis and prognosis, identify driver mutations, predict individual genetic susceptibility for early prevention and effective disease management, and facilitate development of personalized drugs. Stroke is the second leading cause of death and long-term disability in the world. Thus, stroke management is a time-sensitive emergency. The initial hours after stroke onset map the trajectory of subsequent neurologic complications. Cerebral edema develops hours to days after acute ischemic stroke and may result in midline shift …