Browsing by Subject "molecular biology"
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Item Efficiency of Shared-Memory Multiprocessors for a Genetic Sequence Similarity Search Algorithm(1997) Chi, Ed Huai-hsin; Shoop, Elizabeth; Carlis, John; Retzel, Ernest; Riedl, JohnMolecular biologists who conduct large-scale genetic sequencing projects are producing an ever-increasing amount of sequence data. GenBank, the primary repository for DNA sequence data, is doubling in size every 1.3 years. Keeping pace with the analysis of these data is a difficult task. One of the most successful technique, for analyzing genetic data is sequence similarity analysis-the comparison of unknown sequences against known sequences kept in databases. As biologists gather more sequence data, sequence similarity algorithms are more and more useful, but take longer and longer to run. BLAST is one of the most popular sequence similarity algorithms in me today, but its running time is approximately proportional to the size of the database. Sequence similarity analysis using BLAST is becoming a bottleneck in genetic sequence analysis. This paper analyzes the performance of BLAST on SMPs, to improve our theoretical and practical understanding of the scalability of the algorithm. Since the database sizes are growing faster than the improvements in processor speed we expect from Moore's law, multiprocessor architectures appear to be the only way to meet the need for performance.Item Structure-Function Analysis of Recombinant Viral Proteins and Their Applications in Disease Diagnosis(2022-06) Di, DaSince the start of the COVID-19 pandemic in 2019, there have been hundreds of millions of reported cases of SARS-CoV-2 infection and millions of deaths associated with this virus-causing COVID-19 disease worldwide. Huge efforts have been devoted toward the development of antivirals, vaccines, and diagnostics against this virus that is constantly evolving genetically. Part of my doctoral thesis work involves the development of a highly sensitive SARS-CoV-2 nucleocapsid (N) protein-based enzyme-linked immunosorbent assay (ELISA), which could detect not only SARS-CoV-2 but also other SARS-CoV-like viruses. To do this, I devised a new method to express and purify the recombinant SARS-CoV-2 N protein and showed that it could retain its intended structure and biochemical function (as described in Chapter 2) and could be used toward the development of a highly sensitive ELISA to serologically screen human’s and companion animal’sbloods for evidence of SARS-CoV-2 exposures (as described in Chapter 3). A second major part of my doctoral thesis is focused on an attempt to express and purify recombinant proteins of another deadly human virus, called Lassa virus (LASV) that is responsible for up to 300,000 cases of infection and 5,000 deaths annually in several countries in West Africa. Toward this end, I successfully expressed and purified a couple of recombinant LASV proteins (L polymerase and nucleoprotein NP) and obtained preliminary electron microscopic three-dimensional (3D) structural reconstruction of these two essential viral proteins as an active viral polymerase holoenzyme (as described in Chapter 4). As part of this work, I de novo constructed a new PiggyBac transposase-transposon system and showed that it could be employed as a versatile and easy-to-use tool to generate mammalian stable-cell lines to express recombinant proteins (with almost unlimited cargo sizes) in a variety of human and animal cells, such as human kidney’s epithelial (293T), African green-monkey epithelial (Vero), baby hamster’s kidney epithelial (BHK21), and human cervical cancer (HeLa)v cells. Using this technical innovation, I generated a new HeLa cell line that could stably express the LASV Z (matrix) protein and showed that this new cell line could be induced by a chemical compound known as IPTG (Isopropyl β-D-1-thiogalactopyranoside) to express a consistently high level of the recombinant LASV Z protein and showed that its expression could effectively inhibit the cellular innate ability (i.e., innate immunity) to fight viral infection, and could therefore confer a replicative advantage for the virus in the infected cells (as described in Chapter 5). Taken all together, my doctoral dissertation work involves the development of several novel strategies to express and purify different viral proteins recombinantly for use successfully in not only diagnostic assay development for COVID-19 but also to investigate the structure and function of multiple SARS-CoV-2 and LASV proteins, all of which have provided novel insights into their essential biological functions and can serve as new targets for the development of novel preventative and/or therapeutic strategies against these two deadly human viral pathogens (as described in Chapters 2 and 5).