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Articles 61 - 90 of 442
Full-Text Articles in Life Sciences
Stem Cell Technology For Age Related Macular Degeneration Intervention, Laura Valdez
Stem Cell Technology For Age Related Macular Degeneration Intervention, Laura Valdez
Theses and Dissertations
The main focus of this thesis is to study RPE cell derived from IMR90 induced pluripotent stem cells in various physiological conditions mimicking RPE transplantation rejection. Retinal pigmented epithelium (RPE) cells are located between the choroid and photoreceptors in the eye and they are essential to provide nutrients from blood to rods and cones, as well retinoids of the visual cycle. Vision loss and various ocular diseases are attributable to the degeneration or dysfunction of the RPE cells, leading to blindness. One of the major ocular problem from RPE dysfunction is macular degeneration. Age-related macular degeneration (AMD) can be frequently …
Structural Characterization Of Two Large Icosahedral Dna Viruses And Their Capsid Assembly Mechanisms, Yuejiao Xian
Structural Characterization Of Two Large Icosahedral Dna Viruses And Their Capsid Assembly Mechanisms, Yuejiao Xian
Open Access Theses & Dissertations
In the last three decades, many large DNA viruses were discovered and grouped into a loosely defined clade of Nucleocytoplasmic Large DNA Viruses (NCLDVs). NCLDVs infect a wide range of hosts from single cellular protists to large animals. Recently, these viruses were classified as a new phylum of Nucleocytoviricota under the kingdom of Bamfordvirae. The genomes of these Nucleocytoviricota viruses (NCVs) are remarkedly large and complicated, containing many cellular genes from all three domains of life, which raised intensive debates on their evolutionary origins. Despite being classified in the same phylum, their physical structures vary and can be roughly classified …
Not Too Hot, Not Too Cold, But Moderately Variable: The Influence Of Environmental Variability On Coral Thermal Tolerance, Courtney Nicole Klepac
Not Too Hot, Not Too Cold, But Moderately Variable: The Influence Of Environmental Variability On Coral Thermal Tolerance, Courtney Nicole Klepac
Biological Sciences Theses & Dissertations
Anthropogenic climate change is causing an increase in the frequency and severity of marine heat waves, resulting in declining health of coral reef ecosystems worldwide. Coral bleaching events – the breakdown in symbiosis between the coral host and their intracellular photosynthetic algae – are increasingly common in recent years and contribute to widespread losses in coral cover. However, bleaching and heat stress responses vary across spatial scales both within and among coral species. Coral populations native to highly variable environments can have greater bleaching resistance than corals from more stable habitats and corals transplanted into these variable reef sites can …
Investigating The Disorder And Compaction Of Designed Minielastin Using Nuclear Magnetic Resonance., Ma Faye Charmagne Aquino Carvajal
Investigating The Disorder And Compaction Of Designed Minielastin Using Nuclear Magnetic Resonance., Ma Faye Charmagne Aquino Carvajal
Electronic Theses and Dissertations
Minielastins are elastin-based proteins with alternating hydrophobic and cross-link modules similar to tropoelastin. Tropoelastin is the ~70 kDa soluble monomeric precursor of elastin. The extracellular matrix protein, elastin provides elasticity to tissues and organs such as lungs, arteries and ligaments. The elastic properties of natural elastin are believed to be entropic in origin. In vivo, the elastin matrix is approximately 50% water by weight. Without water, elastin is brittle and hard. Minielastins, like tropoelastin, undergo a liquid-liquid phase transition upon an increase in temperature. Factors such as hydrophobicity, chain length and concentration affect the coacervation temperature, Tc. The …
Structural Characterization And Selective Drug Targeting Of Higher-Order Dna G-Quadruplex Systems., Robert Chandos Monsen
Structural Characterization And Selective Drug Targeting Of Higher-Order Dna G-Quadruplex Systems., Robert Chandos Monsen
Electronic Theses and Dissertations
There is now substantial evidence that guanine-rich regions of DNA form non-B DNA structures known as G-quadruplexes in cells. G-quadruplexes (G4s) are tetraplex DNA structures that form amid four runs of guanines which are stabilized via Hoogsteen hydrogen bonding to form stacked tetrads. DNA G4s have roles in key genomic functions such as regulating gene expression, replication, and telomere homeostasis. Because of their apparent role in disease, G4s are now viewed as important molecular targets for anticancer therapeutics. To date, the structures of many important G4 systems have been solved by NMR or X-ray crystallographic techniques. Small molecules developed to …
Drivers Of Rickettsial Pathogen Transmission And Spillover In Local Tick Populations In Southeastern Virginia, Alexandra Cumbie
Drivers Of Rickettsial Pathogen Transmission And Spillover In Local Tick Populations In Southeastern Virginia, Alexandra Cumbie
Biomedical Sciences Theses & Dissertations
Cases of spotted fever group rickettsiosis are becoming more prevalent in the United States. In Virginia, there are three human-biting ticks which are largely responsible for the spread of rickettsial pathogens and the increase in disease cases. These species include Dermacentor variabilis, Amblyomma americanum, and Amblyomma maculatum; all of which are vectors of rickettsial agents to vertebrate hosts. These species are sympatric as adults and have the potential to share large and small mammal hosts. Their interactions on and off host and their associated rickettsiae were the focus of this dissertation work. Amblyomma americanum is the vector …
Interactions Of The Nlrp3 Inflammasome Complex, Nyasha Makoni
Interactions Of The Nlrp3 Inflammasome Complex, Nyasha Makoni
Dissertations
The innate immune system is the first line of defense in response to invasion by pathogens. One of the major pathways in the innate immune system involves a three-protein complex known as the NLRP3 inflammasome. This complex comprises of NLRP3, ASC, and procaspase-1. In response to stimuli, the inflammasome assembles to activate caspase-1 which subsequently facilitates production of interleukin-1β (IL-1β), an inflammatory cytokine. The NLRP3 inflammasome has been implicated in a variety of inflammatory disorders including Alzheimer’s disease (AD). Amyloid beta (Aβ) is the protein that causes AD and Aβ deposits in the brain activate microglia resulting in chronic inflammation. …
New Methods For Deep Learning Based Real-Valued Inter-Residue Distance Prediction, Jacob Barger
New Methods For Deep Learning Based Real-Valued Inter-Residue Distance Prediction, Jacob Barger
Theses
Background: Much of the recent success in protein structure prediction has been a result of accurate protein contact prediction--a binary classification problem. Dozens of methods, built from various types of machine learning and deep learning algorithms, have been published over the last two decades for predicting contacts. Recently, many groups, including Google DeepMind, have demonstrated that reformulating the problem as a multi-class classification problem is a more promising direction to pursue. As an alternative approach, we recently proposed real-valued distance predictions, formulating the problem as a regression problem. The nuances of protein 3D structures make this formulation appropriate, allowing predictions …
Data-Driven Modeling Of The Causes And Effects Of Interneuronal Dysfunction In Alzheimer’S Disease And Dravet Syndrome, Carlos Perez
Data-Driven Modeling Of The Causes And Effects Of Interneuronal Dysfunction In Alzheimer’S Disease And Dravet Syndrome, Carlos Perez
USF Tampa Graduate Theses and Dissertations
One of the defining features of Alzheimer’s disease (AD) is the increased cleavage of the amyloid precursor protein (APP), causing abnormally high levels of the aggregation form of amyloid beta (Aβ ). Many studies have shown that both AD patients and AD mice models exhibit abnormal network activity, including hypersynchronous excitatory neuron behavior, altered brain rhythms, and in some instances epileptic seizures when exposed to high levels of Aβ In particular, strong experimental evidence suggests that it is the small globular amyloid oligomers (gOs) and curvilinear fibrils (CFs) rather than the more stable, late stage rigid fibrils (RFs) that cause …
Development Of A Thermosensitive Endonuclease To Act As A Plasmid Kill-Switch, Christopher D. Leichthammer
Development Of A Thermosensitive Endonuclease To Act As A Plasmid Kill-Switch, Christopher D. Leichthammer
Electronic Thesis and Dissertation Repository
Biocontainment is an integral part of biomedical research that aims to protect the environment and human health by containing hazardous or invasive organisms in the laboratory. Containment systems often rely on elaborate genetic circuits; however, cells may escape containment by developing mutations that render the genetic circuits inviable or resistant to killing mechanisms. The aim of this thesis was to create a site-specific nuclease for biocontainment of plasmids in the mammalian gastrointestinal tract. LAGLIDADG homing endonucleases would be good candidate nucleases for a biocontainment system as they are resistant to mutations in their coding sequence and their target sequence in …
Posttranslational Modification And Protein Disorder Regulate Protein-Protein Interactions And Dna Binding Specificity Of P53, Robin Levy
USF Tampa Graduate Theses and Dissertations
p53 is an intrinsically disordered transcription factor that suppresses tumor development by arresting the cell cycle and promoting DNA repair. p53 deletions or mutations can lead to cancer due to the inability of cells to respond to stress. The protein levels and post-translational modification state of p53 changes in response to cellular stress like DNA damage. Previous studies have shown that p53 can undergo coupled folding and binding with the E3 ubiquitin ligase, Mdm2, and the histone deacetylase, p300. In normal cells, p53 is kept at a low level by Mdm2, which marks it with ubiquitin, targeting p53 for proteasome …
New Mechanisms That Control Fact Histone Chaperone And Transcription-Mediated Genome Stability, Angelo Vincenzo De Vivo Diaz
New Mechanisms That Control Fact Histone Chaperone And Transcription-Mediated Genome Stability, Angelo Vincenzo De Vivo Diaz
USF Tampa Graduate Theses and Dissertations
The Role of deubiquitinating enzymes (DUBs) in transcription, replication and genome integrity is not one that has been extensively researched. OTU DUBs are a particular class of enzyme with very little known about them.OTUD5 is a cysteine protease in the OTU family responsible to processing lysine 48 and lysine 63 ubiquitin chains. Recently, it has been implicated in to play a role in transcription through its binding partner UBR5. OTUD5 has also been shown to interact with proteins such as PDCD5 and p53, potentially have great importance in cell fate. In this study, I describe new discovered functions for OTUD5 …
Deciphering The Ck2-Dependent Phosphoproteome And Its Integration With Regulatory Ptm Networks, Teresa Nunez De Villavicencio Diaz
Deciphering The Ck2-Dependent Phosphoproteome And Its Integration With Regulatory Ptm Networks, Teresa Nunez De Villavicencio Diaz
Electronic Thesis and Dissertation Repository
Protein functions are regulated by the post-translational addition of covalent modifications on certain amino acids. Depending on their distance within the 3-dimensional structure, addition/removal of individual post translational modifications (PTMs) can be impacted by others. This PTM interplay constitutes an essential regulatory mechanism that interconnects the molecular networks in the cell. Protein CK2, a clinically relevant acidophilic Ser/Thr kinase, may be responsible for 10-20% of the human phosphoproteome. Such estimates agree with the number of known substrates, which continues to expand. Furthermore, the demonstration that CK2 participates in hierarchical phosphorylation and has similar sequence determinants to caspases suggest extensive PTM …
Origins Of Amyloid Oligomers And Novel Approaches For Their Detection, Jeremy Barton
Origins Of Amyloid Oligomers And Novel Approaches For Their Detection, Jeremy Barton
USF Tampa Graduate Theses and Dissertations
Alzheimer’s disease, type II diabetes, and other amyloid diseases are known to be associated with the formation of amyloid aggregates. It has been thoroughly researched whether amyloid fibrils or oligomers are the main culprit for these diseases, and recent evidence has connected oligomers as the most disease relevant aggregate species. However, many difficulties have arose in confirming this hypothesis. Techniques for oligomer detection are often limited in their sensitivity, and in many cases are unable to distinguish oligomers from rigid fibrils. Additionally, the role oligomer splay in fibril assembly is still unclear, and has led to the belief that different …
Salt Dependence Of Thermodynamic Stability Of A Cold-Active Dna Polymerase I Fragment, Xinji Zhu
Salt Dependence Of Thermodynamic Stability Of A Cold-Active Dna Polymerase I Fragment, Xinji Zhu
LSU Doctoral Dissertations
P. ingrahamii is a halo-psychrophilic bacterium isolated from Arctic sea ice. We have cloned and purified the large fragment of the cold-active DNA polymerase I from P. ingrahamii, named Klenpin. The objective of this project is to directly compare the thermodynamic stability of Klenpin, and the salt dependence of that stability, with Klenow and Klentaq; two homologous polymerases from a mesophile (E. coli) and a thermophile (Thermus aquaticus).
We first examined the effects of salts on the thermal stability (Tm) of Klenpin and Klenow across the Hofmeister series. Significantly different trends were observed on …
Identification Of Inherited And De Novo Exomic Variations In An Emirati Family With Neurodevelopmental Disorders, Asmaa Samir Abdelaziz Refaey
Identification Of Inherited And De Novo Exomic Variations In An Emirati Family With Neurodevelopmental Disorders, Asmaa Samir Abdelaziz Refaey
Biology Theses
Neurodevelopmental disorders (NDDs) are a heterogenous group of disorders that affect children at any point of development and lead to mental and motor function deficits. Often, the underlying cause could be genetic and inherited. This study investigated possible genetic variations that could have led to these neurological abnormalities and other genetic disorders in an Emirati family. Whole exome sequencing (WES) was used to sequence the protein-coding regions of the genome to identify potential de novo and inherited variants that are associated with disorders in this family.
WES of DNA from the parents and ten children were performed. Several variants were …
Molecular And Physiological Assessment Of Salinity Stress Tolerance In Transgenic Arabidopsis Lines Expressing A Solanum Tuberosum Ribosome-Binding Protein, Onoud Rashed Saeed Ali Alyammahi
Molecular And Physiological Assessment Of Salinity Stress Tolerance In Transgenic Arabidopsis Lines Expressing A Solanum Tuberosum Ribosome-Binding Protein, Onoud Rashed Saeed Ali Alyammahi
Biology Theses
Ribosomal proteins are highly conserved components of basal cellular organelles, primarily associated with translation of mRNA leading to protein synthesis. Additionally, some of these proteins are known to play critical role in plants RNA metabolism during stress responses, growth, and development. In this study, transgenic Arabidopsis plants expressing a ribosomal protein S27 (hereafter D26) isolated from Solanum tuberosum was subjected to NaCl-induced salinity stress conditions, to evaluate their putative stress resistance. Transgenic plants were exposed to high salinity stress, induced by 200 mM NaCl and physiological and biochemical assays were performed. The D26 transgenic plants demonstrated improved plant height and …
In Vitro Invistigation Of The Heterodimerization Between Angiotensin Ii And Thrombin Receptors, Isra Mansur Al Zamel
In Vitro Invistigation Of The Heterodimerization Between Angiotensin Ii And Thrombin Receptors, Isra Mansur Al Zamel
Biology Theses
The renin angiotensin system (RAS) through its hormone angiotensin (AngII) and the protease thrombin are two major physiological regulators of vascular and renal functions. RAS is involved in the regulation of blood pressure and water-electrolytes hemostasis, while thrombin has a crucial role in platelets activation and thrombosis. The interplay between these two systems at the physiological and the pathophysiological levels has been documented in many studies. However, such an interplay at the pharmacological level between the AngII and thrombin receptors still has not been explored. Our study aimed to explore the interplay between the AngII type 1 receptor (AT1R) and …
Evaluation Of The Genetic And Structural Variations Of Camel Hemoglobin, Amanat Ali
Evaluation Of The Genetic And Structural Variations Of Camel Hemoglobin, Amanat Ali
Dissertations
The single-humped Arabian camel (Camelus dromedarius) thrives in the hot arid Arabian desert. Many unique adaptations permit it to accomplish this. Camel erythrocytes or red blood cells (RBCs) have a peculiar elliptical shape and are amenable to large variations in physical conditions resulting from dehydration and rehydration cycles. The oxygen transport protein hemoglobin is found abundantly in RBCs and is also believed to behave differently in camels. While several physiological and biochemical studies have been performed on camel hemoglobin, very little is known about genetic and structural adaptions in this protein. The camel genome harbors several unique variations …
Prevalence Of Brca1 And Brca2 Mutations Among Breast And Ovarian Cancer Patients In Northern Emirates, Zahra Ahmed Mohammed Saeed
Prevalence Of Brca1 And Brca2 Mutations Among Breast And Ovarian Cancer Patients In Northern Emirates, Zahra Ahmed Mohammed Saeed
Theses
Breast Cancer (BC) is the most common cancer and the second most cause of death among women. Mutations in BRCA1 and BRCA2 genes confer high susceptibility to both breast and ovarian cancer. However, data on the prevalence of the BRCA1/2 mutations among breast and ovarian cancer patients is limited. The genetic component of breast cancer in the UAE is largely unknown and no study has evaluated the BRCA mutations status in breast and ovarian cancer patients in the UAE population. This retrospective study aimed to establish mutation frequencies of the BRCA genes in breast and ovarian cancer patients from the …
New Mechanisms That Regulate Dna Double-Strand Break-Induced Gene Silencing And Genome Integrity, Dante Francis Deascanis
New Mechanisms That Regulate Dna Double-Strand Break-Induced Gene Silencing And Genome Integrity, Dante Francis Deascanis
USF Tampa Graduate Theses and Dissertations
Proliferating cells are constantly threatened by genotoxic stressors that can potentially lead to genomic instability. Breaks in the DNA, namely double-strand breaks, are detrimental sources of damage that must be repaired to maintain genomic integrity and prevent potential tumorigenesis. Here we discuss a gene silencing mechanism flanking damaged chromatin. Gene silencing and transcriptional repression at damaged DNA are necessary to prevent potential genomic aberrations from occurring through conflicts with the DNA repair machinery. BMI1, a core polycomb protein in the polycomb repressive complex 1 (PRC1) has been known to play a role in gene silencing at damaged chromatin. However, the …
From Regulation Of Secondary Metabolites To Increased Virulence Under Sublethal Dosage Of Antibiotics: An Unprecedented Role Of Global Regulator, Mftr, In Burkholderia Thailandensis, Sudarshan Singh Thapa
From Regulation Of Secondary Metabolites To Increased Virulence Under Sublethal Dosage Of Antibiotics: An Unprecedented Role Of Global Regulator, Mftr, In Burkholderia Thailandensis, Sudarshan Singh Thapa
LSU Doctoral Dissertations
The rise of multi-drug resistant bacteria combined with a decreasing pool of effective antibiotics has placed an increasing need for the development of novel antibiotics. Bacterial natural products or secondary metabolites have been the greatest source for development of novel antibiotics. The genus Burkholderia has recently emerged as a source of promising compounds with antibacterial, antifungal, and anti-cancer activities. Bacterial secondary metabolites provide added advantage to bacteria under stressful environments such as during host infection, evading predators or nutrient deficient conditions. However, genes involved in synthesis of these novel compounds remain silent under normal laboratory growth, creating a hurdle in …
The Impacts Of Membrane Modulators On Membrane Material Properties At Microscopic And Nanoscopic Levels, Chinta Mani Aryal
The Impacts Of Membrane Modulators On Membrane Material Properties At Microscopic And Nanoscopic Levels, Chinta Mani Aryal
USF Tampa Graduate Theses and Dissertations
Peptide-membrane interactions depict the cell’s response to an external molecule. This is a critical event to evaluate the peptide’s function and effect as well as the response of target molecule. The understanding of the mechanism of action of peptide in a molecular level is important, for example, this may be useful in developing the therapeutic strategy. Peptides are the functional macromolecules which are actively researched among bio-related fields. Model membrane systems that mimic the real cell have been useful platform to test the perturbation upon peptide addition. In this thesis, we investigate the membrane modulation behavior of three peptides (modulators) …
Role Of Ceramide-1 Phosphate In Regulation Of Sphingolipid And Eicosanoid Metabolism In Lung Epithelial Cells, Brittany A. Dudley
Role Of Ceramide-1 Phosphate In Regulation Of Sphingolipid And Eicosanoid Metabolism In Lung Epithelial Cells, Brittany A. Dudley
USF Tampa Graduate Theses and Dissertations
Ceramide 1-Phosphate (C1P) is a sphingolipid metabolite which plays a large role in inflammation, cell survival and proliferation1. C1P is known to have both pro- and anti-apoptotic roles in lung cancer cells, governed by ceramide kinase (CERK), upstream of precursor ceramide (Cer)2. Previous work reveals C1P serves as the liaison between sphingolipid and eicosanoid synthesis, by decreasing the dissociation rate of group IVA cytosolic PLA2 (cPLA2α) from the Golgi membrane, C1P directly activates this phospholipase for downstream eicosanoid synthesis and subsequent inflammatory response3. CERK has been discovered to modulate eicosanoid synthesis, …
Molecular Identification And Characterization Of Viral Pathogens Infecting Sweet Cherry, Aaron J. Simkovich
Molecular Identification And Characterization Of Viral Pathogens Infecting Sweet Cherry, Aaron J. Simkovich
Electronic Thesis and Dissertation Repository
Stone fruits are a valuable crop grown worldwide, however pathogens such as viruses threaten fruit production by reducing tree health and fruit yield. In an orchard within the Niagara region of Ontario, symptoms typical of viral infection such as chlorosis and leaf deformation were seen on sweet cherry (Prunus avium L.) trees. Next generation sequencing was performed on symptomatic and asymptomatic leaves and four viruses were identified. On the tree displaying the most severe symptoms, Prune dwarf virus (PDV), was the only virus detected. A survey conducted during this work showed 42% of cherry trees on a single …
Quinone Reductase 2 Roles In Proteomic Regulation And Response To Treatment With Clinical Drugs, Matthew D. Walker
Quinone Reductase 2 Roles In Proteomic Regulation And Response To Treatment With Clinical Drugs, Matthew D. Walker
Electronic Thesis and Dissertation Repository
Detoxification of quinone compounds is catalyzed by the NQO1 protein in humans. The related NQO2 is distinct from NQO1 as it uses NRH preferentially as a co-substrate to the exclusion of NAD(P)H. It is uncertain if NRH is available in cells for use by NQO2 and raises doubts that quinone detoxification is the adaptive role for NQO2. This study employed cell biology, protein structure and proteomics approaches to identify functions for NQO2 relevant to a cellular context. Several NQO2 interacting clinical drugs were found to have cytotoxic effects dependent upon NQO2 expression. Results from proteomic experiments identified novel roles for …
Dnajc7, A Molecular Chaperone Protein That Modulates Protein Misfolding In Amyotrophic Lateral Sclerosis (Als), Meaghan Kathleen Stoltz
Dnajc7, A Molecular Chaperone Protein That Modulates Protein Misfolding In Amyotrophic Lateral Sclerosis (Als), Meaghan Kathleen Stoltz
Electronic Thesis and Dissertation Repository
Amyotrophic Lateral Sclerosis (ALS) is a neurodegenerative disease associated with protein misfolding and dysregulated cellular protein quality control mechanisms. Molecular chaperones, and heat shock proteins (Hsp), are key players in maintaining cellular protein quality control. DNAJC7 is an understudied cytosolic Hsp40 that works together with Hsp70 and Hsp90 to regulate proper protein folding or degradation. Of note, mutations in the gene encoding DNAJC7 were discovered to cause familial ALS. We asked whether ALS-associated mutations in DNAJC7 compromise its function as a chaperone, which may cause the toxic accumulation of misfolded proteins. This study attempts to uncover the functions of DNAJC7 …
Effects Of Oxidative Modifications On The Structure And Non-Canonical Functions Of Cytochrome C Studied By Mass Spectrometry, Victor Yin
Electronic Thesis and Dissertation Repository
The peroxidase activity of the mitochondrial protein cytochrome c (cyt c) plays a critical role in triggering programmed cell death, or apoptosis. However, the native structure of cyt c should render this activity impossible due to the lack of open iron coordination sites at its heme cofactor. Despite its key biological importance, the molecular mechanisms underlying this structure-function mismatch remain enigmatic. The work detailed in this dissertation fills this knowledge gap by using mass spectrometry (MS) to decipher the central role that protein oxidative modifications and their associated structural changes play in activating the peroxidase function of cyt c …
Study Of The Role Of Biologically-Relevant, Labile Nickel Pools In The Maturation Of Nickel-Dependent Enzymes, Priyanka Basak
Study Of The Role Of Biologically-Relevant, Labile Nickel Pools In The Maturation Of Nickel-Dependent Enzymes, Priyanka Basak
Doctoral Dissertations
Cellular nickel pools, comprised of static and labile pools of nickel complexes, play important roles in maintaining nickel homeostasis in various organisms (microbes, fungi, and plants), which utilize it as a cofactor of one or more nickel enzymes that catalyze specific reactions and are essential for their proper growth and survival in various ecological niches. Like other metals, tight regulation of cellular nickel levels is critical to prevent toxic effects of nickel deprivation, nickel overload, and ‘free’ nickel. While more static nickel pools include nickel tightly bound to nickel-dependent enzymes, nickel in the labile pool is exchangeable and weakly bound …
Machine Learning Applications For Drug Repurposing, Hansaim Lim
Machine Learning Applications For Drug Repurposing, Hansaim Lim
Dissertations, Theses, and Capstone Projects
The cost of bringing a drug to market is astounding and the failure rate is intimidating. Drug discovery has been of limited success under the conventional reductionist model of one-drug-one-gene-one-disease paradigm, where a single disease-associated gene is identified and a molecular binder to the specific target is subsequently designed. Under the simplistic paradigm of drug discovery, a drug molecule is assumed to interact only with the intended on-target. However, small molecular drugs often interact with multiple targets, and those off-target interactions are not considered under the conventional paradigm. As a result, drug-induced side effects and adverse reactions are often neglected …