Biochemistry Commons^™

Applications Of Machine Learning In Microbial Forensics, Ryan B. Ghannam

Dissertations, Master's Theses and Master's Reports

Microbial ecosystems are complex, with hundreds of members interacting with each other and the environment. The intricate and hidden behaviors underlying these interactions make research questions challenging – but can be better understood through machine learning. However, most machine learning that is used in microbiome work is a black box form of investigation, where accurate predictions can be made, but the inner logic behind what is driving prediction is hidden behind nontransparent layers of complexity.

Accordingly, the goal of this dissertation is to provide an interpretable and in-depth machine learning approach to investigate microbial biogeography and to use micro-organisms as …

In Silico And In Vitro Tudies For Identification Of Novel Egfr Tyrosine Kinase Inhibitors, Duangjai Todsaporn

Chulalongkorn University Theses and Dissertations (Chula ETD)

Epidermal growth factor receptor (EGFR) has been identified as a promising target in the treatment of non-small cell lung cancer (NSCLC). Mutations, including L858R/T790M double and L858R/T790M/C797S triple mutations, in the TK domain of EGFR have been linked to the severity of several cancers, especially NSCLC. A combination of comprehensive molecular modeling and in vitro kinase inhibition assay was used to unravel the mutational effects of EGFR on the susceptibility of five commercial drugs (erlotinib, gefitinib, afatinib, dacomitinib, and osimertinib) from each generation of EGFR in comparison with the wild-type EGFR. The binding affinity of five-FDA-approved drugs towards the L858R/T790M …

Neuroprotective Effect Of Passiflora Edulissims Against Amyloid Beta-Induced Neurotoxicity, Shuqin Cao

Chulalongkorn University Theses and Dissertations (Chula ETD)

Alzheimer’s disease (AD) is a common and devastating disease characterized by pathological aggregations of beta-amyloid (Aβ) plaques extracellularly, and Tau tangles intracellularly. While our understandings of the aetiologies of AD have greatly expanded over the decades, there is no drug available to stop disease progression. This study involves two parts. First, we demonstrate the potential of P. edulis pericarp (PP) extract in protecting against Aβ-mediated neurotoxicity in mammalian cells and Caenorhabditis elegans models of AD. We show PP protects against memory deficit, neuronal loss, and promotes longevity in the Aβ model of AD via stimulation of mitophagy, the selective cellular …

In Silico And In Vitro Studies On Inclusion Complexation Of Anthraquinone Derivatives With Beta-Cyclodextrin Derivatives, Amy Oo

Chulalongkorn University Theses and Dissertations (Chula ETD)

In this study, we investigated the cytotoxicity of 6 anthraquinones (ventilanone K, emodin, chrysophanol, aurantio-obtusin, 1-O-methyl-2-methyoxychrysophanol, and questin) toward A549 lung cancer cells and emodin (ED) exerted the most potent cytotoxicity with IC50 value of 34.27 ± 1.27 µM. The anti-cancer activity of ED has been well reported but its usage in practical applications has been restricted due to its poor solubility. To address this issue, we performed inclusion complexation of ED with βCD, hydroxypropyl-β-cyclodextrin (HPβCD), 2,6-di-O-methyl-β-cyclodextrin (DMβCD), and sulfobutylether-β-cyclodextrin (SBEβCD) theoretically using molecular dynamics simulations and experimentally using phase solubility study and cytotoxicity screening toward cholangiocarcinoma cell lines (KKU-213A …

Fxr Agonists Induce Distinct H-12 Structural States, Vikash Kumar

Graduate Student Theses, Dissertations, & Professional Papers

The nuclear receptor ligand-binding domain (LBD) is a highly dynamic entity. The FXR LBD shows multiple low-energy conformational states of the activation function-2 (AF-2) coregulator binding surface upon ligand binding, indicating the complexity of FXR activation. However, it is unknown how ligand binding leads to different conformational states within the AF-2 region centered on helix 12 (H-12) of the LBD. Here we observe the conformation of the coregulator binding surface (H-12 specifically) of FXR upon ligand binding in solution using fluorine-19 (19F) nuclear magnetic resonance (NMR) and simulations of this surface using molecular dynamics. Fluorescence anisotropy of fluorescein-labeled coregulator peptides …

Metabolite Profile And Biological Activities Of Crude Early Immature Durian Durio Zibethinus Fruit Extracts, Putthamas Pewlong

Chulalongkorn University Theses and Dissertations (Chula ETD)

Durian (Durio zibethinus) is a popularly consumed fruit in Thailand. To maintain the quality of fruit including size and taste, lots of early immature durian fruit (30-45 days after anthesis) were thinned. Therefore, the fruit at this stage is considered as an agricultural waste and there is no study focusing on this waste yet. The aim of the present study was to investigate the metabolite profile and biological activities related to human skin and hair dermal papilla cells. Four groups of primary metabolites (sugars, organic acids, amino acids, and miscellaneous) were annotated using GC-MS, meanwhile HPLC-Q-TOF-MS/MS analysis was performed to …

Detrital Neodymium And (Radio)Carbon As Complementary Sedimentary Bedfellows? The Western Arctic Ocean As A Testbed, Melissa S. Schwab, Jörg D. Rickli, Robie W. Macdonald, H. Rodger Harvey, Negar Haghipour, Timothy I. Eglinton

OES Faculty Publications

Interactions between organic and detrital mineral phases strongly influence both the dispersal and accumulation of terrestrial organic carbon (OC) in continental margin sediments. Yet the complex interplay among biological, chemical, and physical processes limits our understanding of how organo-mineral interactions evolve during sediment transfer and burial. In particular, diverse OC sources and complex hydrodynamic processes hinder the assessment of how the partnership of organic matter and its mineral host evolves during supply and dispersal over continental margins. In this study, we integrate new and compiled sedimentological (grain size, surface area), organic (%OC, OC-δ¹³C, OC-F¹⁴C), and inorganic …

Marine Phytoplankton Functional Types Exhibit Diverse Responses To Thermal Change, S. I. Anderson, A. D. Barton, Sophie Clayton, S. Dutkiewicz, T. A. Rynearson

OES Faculty Publications

Marine phytoplankton generate half of global primary production, making them essential to ecosystem functioning and biogeochemical cycling. Though phytoplankton are phylogenetically diverse, studies rarely designate unique thermal traits to different taxa, resulting in coarse representations of phytoplankton thermal responses. Here we assessed phytoplankton functional responses to temperature using empirically derived thermal growth rates from four principal contributors to marine productivity: diatoms, dinoflagellates, cyanobacteria, and coccolithophores. Using modeled sea surface temperatures for 1950-1970 and 2080-2100, we explored potential alterations to each group's growth rates and geographical distribution under a future climate change scenario. Contrary to the commonly applied Eppley formulation, our …

Molecular Mechanism Of Cyanobacteria Circadian Clock Oscillator And Effect Of Co Factors On Its Oscillation, Manpreet Kaur

Dissertations

The circadian rhythms arise as an adaptation to the environmental 24-hour day and night cycle due to Earth's rotation. These rhythms prepare organisms to align their internal biological activities and day to day behavior or events with the environmental change of the 24-hour day and night cycle. Circadian rhythms are found widely in all living kingdoms of life on Earth. Cyanobacteria are photosynthetic prokaryotes which first used to study these circadian rhythms. Among cyanobacterial species, Synechococcus elongatus PCC 7942 (henceforth, S. Elongatus) is the simplest organism with a durable and sturdy circadian clock and is study as a model organism. …

Preliminary Phytochemical Screening, Proximate Analysis, Antioxidant And Antibacterial Activities Of An Algal Species Of Hydrodictyon Reticulatum, Mubashrah Munir, Arshad Mahmood Khan, Rahmatullah Qureshi, Sidra Murtaza, Mehmooda Munazir

Journal of Bioresource Management

The freshwater algae grow in a wide range of aquatic habitats across the globe and are rich in secondary metabolites. The present study was designed to conduct the phytochemical screening, proximate analysis, antioxidant and antibacterial activities of water net (Hydrodictyon reticulatum), an algal weed from Pakistan. The pure and dried algal mass was crushed into a fine powder and four solvent-based extracts were used for phytochemical screening. The results of preliminary qualitative screening indicated the presence of flavonoids, phenols, quinones, steroids, resins, anthraquinones, glycosides, lignin, proteins, saponins, tannins, reducing sugars, alkaloids, terpenoids, fats, and oils, whereas the quantification …

The Supercam Instrument Suite On The Nasa Mars 2020 Rover: Body Unit And Combined System Tests, Roger C. Wiens, Sylvestre Maurice, Scott H. Robinson, Anthony E. Nelson, Philippe Cais, Pernelle Bernardi, Raymond T. Newell, Sam Clegg, Shiv K. Sharma, Steven Storms, Jonathan Deming, Darrel Beckman, Ann M. Ollila, Olivier Gasnault, Ryan B. Anderson, Yves André, Stanley M. Angel, Gorka Arana, Elizabeth Auden, Pierre Beck, Et. Al.

Faculty Publications

The SuperCam instrument suite provides the Mars 2020 rover, Perseverance, with a number of versatile remote-sensing techniques that can be used at long distance as well as within the robotic-arm workspace. These include laser-induced breakdown spectroscopy (LIBS), remote time-resolved Raman and luminescence spectroscopies, and visible and infrared (VISIR; separately referred to as VIS and IR) reflectance spectroscopy. A remote micro-imager (RMI) provides high-resolution color context imaging, and a microphone can be used as a stand-alone tool for environmental studies or to determine physical properties of rocks and soils from shock waves of laser-produced plasmas. SuperCam is built in three parts: …

A Molecular Toolset For The In Vivo Detection Of A Sulfolobus Islandicus Leucyl Trna Synthetase Paralog, Nicholas Michael Bretz

Theses and Dissertations

An ancient and ubiquitous set of enzymes known as the aminoacyl-tRNA synthetases are required for the viability of all organisms. The aminoacyl-tRNA synthetases catalyze the attachment of amino acids onto tRNA molecules. The aminoacylated, or charged, tRNA is then transported and utilized at the ribosome for the synthesis of proteins. The genome of the hyperthermophilic microorganism Sulfolobus islandicus (S. islandicus) harbors a unique leucyl-tRNA synthetase paralog, LeuRS-I, of unknown function. While its duplicate, LeuRS-F, carries out all the classical functions of LeuRS-family enzymes, LeuRS-I fails to charge leucine onto tRNALeu, despite its ability to activate this amino acid and bind …

Rna Structure And Function: Biological Relevance In Neurodegenerative And Infectious Disease Pathogenesis, Joshua Imperatore

Electronic Theses and Dissertations

The studies outlined in this dissertation encompass a broad focus, relating to the pathogenesis of neurological disorders such as Alzheimer’s disease, fragile X syndrome, and amyotrophic lateral sclerosis, as well as a novel infectious disease, COVID-19. However, all four studies detailed within this dissertation contain similar elements, namely, the coordinated role of RNA structure and function in essential molecular mechanisms. The results of these investigations allow us to speculate on various disease- related mechanisms, including dysregulated microRNA processing pathways, nucleocytoplasmic shuttling via distinct RNA-protein interactions, and fine-tuned molecular switches controlling genomic dimerization and viral hijacking of host cellular microRNAs. Taken …

Elucidating The Role Of Ecdysoneless In Mrna Processing, Irfana Saleem

Theses & Dissertations

The mammalian orthologue of the evolutionarily conserved Ecdysoneless (ECD) protein is required for embryogenesis, cell cycle progression and mitigation of ER stress. However, the molecular mechanisms of ECD function in mammalian cells remain unclear. Here, using mass spectrometry analysis of the mammalian ECD interactome, we identified several components of the mRNA export complexes as binding partners of ECD and then characterized the functional interaction of ECD with key mRNA export-related DEAD BOX protein helicase DDX39A and its associated partners. FISH analysis of Poly-A-tailed mRNAs revealed that ECD depletion/deletion blocks the mRNA export from the nucleus to the cytoplasm. We have …

Deciphering The Catalytic Mechanism Of Human Manganese Superoxide Dismutase, Jahaun Azadmanesh

Theses & Dissertations

The livelihood of human cells is heavily dependent on the ability to modulate the presence of highly reactive oxygen-based molecules termed reactive oxygen species (ROS). In excess, ROS facilitate oxidative damage to the macromolecules of cellular life. SODs are the major family of antioxidant proteins that prevent the buildup of overwhelming amounts of ROS within cells. Sometimes dubbed the “first line of defense” against oxidative damage, SODs defend against the harmful accumulation of ROS by eliminating superoxide. Superoxide is a ROS itself that is also a precursor to much more harmful ROS molecules. MnSOD is the manganese containing form of …

Applied Molecular Dynamics: From Targeting Viral Helicases, To Understanding The Interactions Of Cucurbituril Complexes In Ionic Solutions, Bryan Raubenolt

LSU New Orleans Theses and Dissertations

Molecular Dynamics simulations are a highly useful tool in helping understand the fundamental interactions present in a variety of chemical systems. The work discussed here illustrates it’s use in determining the conformational dynamics of the Zika and SARS-Cov-2 helicase in a physiological environment, largely in an effort to discover inhibitors capable of rendering the protein inert. Additionally, we show how it can be used to understand paradoxical trends in the anion-induced precipitation of Cucurbituril cavitands.

Viral helicases are motor proteins tasked with unwinding the viral dsRNA, a crucial step in preparing the strand to be translatable by host cells. By …

Determination And Dissection Of Dna-Binding Specificity For The Thermus Thermophilus Hb8 Transcriptional Regulator Tthb099, Kristi Moncja

Master of Science in Chemical Sciences Theses

Transcription factors (TFs) have been extensively researched in certain well-studied organisms but far less so in others. Following the whole-genome sequencing of a new organism, TFs are typically identified through their homology with related proteins in other organisms. However, recent findings demonstrate that structurally similar TFs from distantly related bacteria are not usually evolutionary orthologs. Here we explore TTHB099, a cAMP receptor protein (CRP)-family TF from the extremophile Thermus thermophilus HB8. Using the in vitro iterative selection method Restriction Endonuclease Protection, Selection and Amplification (REPSA), we identified the preferred DNA-binding motif for TTHB099, 5'-TGT(A/g)n(t/c)c(t/c)(a/g)g(a/g)n(T/c)ACA-3', and mapped potential binding sites, and …

Mechanisms By Which Mnte-2-Pyp Suppresses Prostate Cancer Cell Growth, Yuxiang Zhu

Theses & Dissertations

Prostate cancer patients are often treated with radiotherapy. MnTE-2-PyP, is a superoxide dismutase (SOD) mimic and a known radioprotector of normal tissues. Our recent work demonstrates that MnTE-2-PyP also inhibits prostate cancer progression with radiotherapy; however, the mechanisms remain unclear. In this thesis, we identified that MnTE-2-PyP-induced intracellular H2O2 levels are critical in inhibiting growth of prostate cancer cells. We found that MnTE-2-PyP induced protein oxidations in PC3 cells and one major group of oxidized protein targets were involved in energy metabolism. The oxidative phosphorylation rates were significantly enhanced in both PC3 and LNCaP cells with MnTE-2-PyP treatment, but mitochondrial …

Single-Fluorophore Sensors For Mechanical Force In Living Cells, Sarah Kricheff

Honors Scholar Theses

Mechanotransduction is the process by which a mechanical stimulus is converted to a cellular signal. This process is heavily influential of cell morphology, differentiation, and behavior. However, altered levels of mechanical stimuli are also found in many pathological contexts. For example, cancerous cells have stiffer surrounding tissue than healthy cells, and research suggests that this alters cell behavior and promotes metastasis. Despite these findings, the cellular processes behind these signaling alterations remain widely unknown. Understanding these cascades is critical, as involved proteins can give us a deeper understanding of the role of mechanotransduction, and certain proteins can potentially be targeted …

Dissecting Regulation Mechanism Of Interdomain Electron Transfer In Nitric Oxide Synthases, Huayu Zheng

Chemistry and Chemical Biology ETDs

Nitric oxide (NO) is generated by one of the three isoforms of mammalian NO synthases (NOSs), neuronal, endothelial and inducible NOS (nNOS, eNOS, and iNOS, respectively). Dysregulated NOS is implicated in pathologies of numerous severe diseases including Alzheimer and Parkinson’s diseases. Molecular mechanisms of NOS regulation, once fully understood, are potentially key targets for development of selective new pharmaceuticals for treating these diseases that currently lack effective treatments.

Despite recent developments, there are significant gaps in current understanding of the regulation mechanism of the FMN-heme interdomain electron transfer (IET), an essential step in NOS, by its key regulators such as …