Yufan Zhang
Neural network models have traditionally been viewed as a black box, with tremendous capabilities in a variety of domains, yet with inexplicable inner workings. Past attempts at analyzing neural networks include analyzing model results and learned weights in an effort to design explainable artificial intelligence, as well as early efforts to determine the full capabilities of neural network models. My project seeks to continue in this tradition by investigating the logic-building aspect of neural network models. More specifically, I aim to investigate whether a novel program synthesis neural network model […]
Ryan Quan
Mitochondrial DNA Depletion Syndromes (MdDSs) are a set of diseases characterized by severe pathological effects on the liver and brain. These syndromes are implicated by low/absent levels of mitochondrial genomes, circular strands of DNA housed in the mitochondria (mtDNA) that encode for proteins important for respiration. Thus, maintenance of this genome is thought to be critical for cellular health. However, the mechanism behind the tissue-specific pathologies of these syndromes remains unclear. Recent evidence suggests that the essentiality of mtDNA for cell viability and division may vary across different conditions. Recent […]
Rohan Shinkre
Recent research regarding dengue virus serotypes 1-4 (DENV 1-4) has focused on the human immune systems production of antibodies after infection by the virus. IgG antibodies after primary infection can either protect or mediate viral replication to potentially cause severe dengue disease. These pathogenic antibodies are cross-reactive, but IgG-mediated protection for one serotype of dengue virus will not necessarily protect against the other three serotypes. Most dengue research has focused on IgG antibodies, since it was previously thought that IgM antibodies have low affinity for DENV and may not play […]
Hong Joo Ryoo
My research asks whether quantum mechanical characterizations of a black hole are consistent with certain solutions to paradoxes. In particular, I plan to consider the Firewall Paradox, a problem arising from entanglement in a black hole’s presence. This view suggests a breaking of entanglement that leads to intense radiation. Using a formulation of hard, soft, and far modes, I will investigate a proposed solution known as the Final State Solution. By constructing the possible solution through the lens of the various modes, I aim to contribute to a deeper, more […]
Ngoc-Thanh Tieu
Vietnam’s demographic transition to increased urbanization and rapid economic development have led to a nutrition transition from traditional to nontraditional, processed diets. Vietnam endures a double burden of malnutrition, the simultaneous prevalence of childhood stunting, thinness, overweight, and obesity. However, these outcomes have not been distributed evenly, particularly when comparing child growth status between different ethnicities. There is a need to explore the prevalence of child malnutrition among Vietnam’s ethnicities, examine if there are significant differences between them, and, lastly, examine potential risk and/or protective factors associated with these outcomes. […]
Kenneth Trang
Bacteria inhabit nearly every surface on Earth, from tabletops to hydrothermal vents. Thus, it is unsurprising that a diverse community of microbes, or microbiome, also inhabits the human gut. However, these residents arent simple stowaways, as gut bacteria actively modulate host development and physiology. Therefore, as different species of bacteria modulate host physiology differently, understanding the factors that determine which bacteria can and cannot colonize the gut is of increasing importance. Host genetics, diet, and geography were all shown to play important roles in determining microbiome composition. The goal of […]
Xavier Tao
Currently, most chemotherapy drugs used for cancer treatment target specific upregulated or dysfunctional pathways, rather than specific cancer-driving mutations. This results in adverse side effects or reduced applicability, since the drug can also affect normal pathways of healthy cells. In many tumors, cancer-driving mutations alter amino acid residues into cysteines. Due to cysteine’s unique chemical properties, these mutations are an ideal target for covalently binding molecules. This approach is especially useful in undruggable proteins lacking traditionally targeted binding pockets. In this regard, the Nomura Research Group has applied target-based screening […]
Connor Tumelty
Epigenetic information refers to chemical modifications to DNA and histones that can be inherited independently of the genetic sequence of a gene. These modifications control the expression of the gene and can alter the organism’s phenotype. In nature, a number of epialleles (alleles with identical sequences yet different epigenetic states) have been identified and often contribute to vast phenotypic diversity among a population of organisms. It is currently poorly understood whether epialleles can be engineered within plant systems. If possible, this could expand the toolbox available to plant breeders and […]
Odilia Sianto
Kinases are dynamic enzymes that carry out signal transduction in the cell. Many kinases rely on chaperones to protect them from unfolding and poise them for signaling. Chaperoning of kinases by HSP90/CDC37 has been shown to be critical for cancer cell growth and survival, and blocking this interaction could represent a new avenue of treatment for cancers. However, the biophysical nature of kinase chaperoning is not well understood. For my project, I plan to study the kinase BRAF, which, when mutated, is an important driver of oncogenesis and makes the […]
Phoebe Wang
Dengue virus (DENV) infects an estimated 105 million people every year. More than 500,000 of these cases develop into a severe form of disease characterized by leakage of plasma from the vasculature. If left untreated, these symptoms may progress to fatal outcomes such as hemorrhage, hypovolemic shock, and organ failure. Studies have suggested that DENV non-structural protein 1 (NS1) plays an important role in the pathogenesis of severe dengue through interactions with endothelial and immune cells. In addition, the Harris Lab has recently shown in vitro and in vivo that […]