Matching Items (29)
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- All Subjects: Biochemistry
- Creators: Chiu, Po-Lin
Description
The field of biomedical research relies on the knowledge of binding interactions between various proteins of interest to create novel molecular targets for therapeutic purposes. While many of these interactions remain a mystery, knowledge of these properties and interactions could have significant medical applications in terms of understanding cell signaling and immunological defenses. Furthermore, there is evidence that machine learning and peptide microarrays can be used to make reliable predictions of where proteins could interact with each other without the definitive knowledge of the interactions. In this case, a neural network was used to predict the unknown binding interactions of TNFR2 onto LT-ɑ and TRAF2, and PD-L1 onto CD80, based off of the binding data from a sampling of protein-peptide interactions on a microarray. The accuracy and reliability of these predictions would rely on future research to confirm the interactions of these proteins, but the knowledge from these methods and predictions could have a future impact with regards to rational and structure-based drug design.
ContributorsPoweleit, Andrew Michael (Author) / Woodbury, Neal (Thesis director) / Diehnelt, Chris (Committee member) / Chiu, Po-Lin (Committee member) / School of Molecular Sciences (Contributor, Contributor) / Barrett, The Honors College (Contributor)
Created2021-05
Description
The goal of this thesis was to simplify the sample preparation process for cryogenic electron microscopy (cryo-EM), clearing the way for the imaging of larger biomolecules and further expansion of the field. Various protic ionic liquids (PILs) were chosen for synthesis according to their pH and other physical properties. After several failed synthesizes, one PIL, cholinium dihydrogen phosphate, was chosen for further testing. This solution was put through a series of vitrification tests in order to understand its crystallization limits. Once limits were understood, cholinium dihydrogen phosphate was combined with ribosomal proteins and viewed under a transmission electron microscope to collect negative stain images. After adjusting the ratio of PIL to buffer and the concentration of ribosomes, images of whole intact ribosomes were captured. Samples were then placed in an EM grid, manually dipped in liquid nitrogen, and viewed using the the cryo-EM. These grids revealed ice too thick to properly image, an issue that was not solved by using a more aggressive blotting technique. Although the sample preparation process was not simplified, progress was made towards doing so and further testing using different techniques may result in success.
ContributorsStreet, Maya Ann (Author) / Angell, Charles Austen (Thesis director) / Chiu, Po-Lin (Committee member) / Materials Science and Engineering Program (Contributor) / School of Molecular Sciences (Contributor) / School of Human Evolution & Social Change (Contributor) / Barrett, The Honors College (Contributor)
Created2020-05
Description
Currently, quantification of single cell RNA species in their natural contexts is restricted due to the little number of parallel analysis. Through this, we identify a method to increase the multiplexing capacity of RNA analysis for single cells in situ. Initially, RNA transcripts are found by using fluorescence in situ hybridization (FISH). Once imaging and data storage is completed, the fluorescence signal is detached through photobleaching. By doing so, the FISH is reinitiated to detect other RNA species residing in the same cell. After reiterative cycles of hybridization, imaging and photobleaching, the identities, positions and copy numbers of a huge amount of varied RNA species can be computed in individual cells in situ. Through this approach, we have evaluated seven different transcripts in single HeLa cells with five reiterative RNA FISH cycles. This method has the ability to detect over 100 varied RNA species in single cells in situ, which can be further applied in studies of systems biology, molecular diagnosis and targeted therapies.
ContributorsJavangula, Saiswathi (Author) / Guo, Jia (Thesis director) / Liang, Jianming (Committee member) / School of Molecular Sciences (Contributor) / School of Nutrition and Health Promotion (Contributor) / Barrett, The Honors College (Contributor)
Created2016-12
Description
The understanding of protein functions in vivo is very important since the protein is the building block of a cell. Cryogenic electron microscopy (cryo-EM) is capable of visualizing protein samples in their near-native states in high-resolution details. Cryo-EM enables the visualization of biomolecular structures at multiscale ranging from a cellular structure to an atomic structure of protein subunit.Neurodegenerative diseases, like Alzheimer’s disease and frontotemporal dementia, have multiple dysregulated signaling pathways. In my doctoral studies, I investigated two protein complexes relevant to these disorders: one is the proNGF- p75 neurotrophin receptor (p75NTR)- sortilin neurotrophin complex and the other is the p97R155H mutant complex. The neurotrophins are a family of soluble basic growth factors involved in the development, maintenance, and proliferation of neurons in the central nervous system (CNS) and peripheral nervous system (PNS). The ligand for the neuronal receptors dictates the fate of the neuronal cells. My studies focused on understanding the binding interfaces between the proteins in the proNGF-p75NTR-sortilin neuronal apoptotic complex. I have performed the biochemical characterization of the complex to understand how the complex formation occurs.
Single amino-acid mutation of R155H on the N-domain of p97 is known to be the prevalent mutation in 40% patients suffering from neurodegenerative disease. The p97R155H mutant exhibits abnormal ATPase activity and cofactor dysregulation. I pursued biochemical characterization in combination with single-particle cryo-EM to explore the interaction of p97R155H mutant with its cofactor p47 and determined the full-length structures of the p97R155H-p47 assemblies for the first time. About 40% p97R155H organizes into higher order dodecamers, which lacks nucleotide binding, does not bind to p47, and closely resembles the structure of p97 bound with an adenosine triphosphate (ATP)-competitive inhibitor, CB-5083, suggesting an inactive state of the p97R155H mutant. The structures also revealed conformational changes of the arginine fingers which might contribute to the elevated p97R155H ATPase activity. Because the D1-D2 domain communication is important in regulating the ATPase function, I further studied the functions of the conserved L464 residue on the D1-D2 linker using mutagenesis and single-particle cryo-EM. The biochemical and structural results suggested the torsional constraint of the D1-D2 linker likely modulates the D2 ATPase activity. Our studies thus contributed to develop deeper knowledge of the intricate cellular mechanisms and the proteins affected in disease pathways.
ContributorsNandi, Purbasha (Author) / Chiu, Po-Lin (Thesis advisor) / Mazor, Yuval (Committee member) / Hansen, Debra T (Committee member) / Arizona State University (Publisher)
Created2022
Description
Plasma and serum are the most commonly used liquid biospecimens in biomarker research. These samples may be subjected to several pre-analytical variables (PAVs) during collection, processing and storage. Exposure to thawed conditions (temperatures above -30 °C) is a PAV that is hard to control, and track and could provide misleading information, that fail to accurately reveal the in vivo biological reality, when unaccounted for. Hence, assays that can empirically check the integrity of plasma and serum samples are crucial. As a solution to this issue, an assay titled ΔS-Cys-Albumin was developed and validated. The reference range of ΔS-Cys-Albumin in cardio vascular patients was determined and the change in ΔS-Cys-Albumin values in different samples over time course incubations at room temperature, 4 °C and -20 °C were evaluated. In blind challenges, this assay proved to be successful in identifying improperly stored samples individually and as groups. Then, the correlation between the instability of several clinically important proteins in plasma from healthy and cancer patients at room temperature, 4 °C and -20 °C was assessed. Results showed a linear inverse relationship between the percentage of proteins destabilized and ΔS-Cys-Albumin regardless of the specific time or temperature of exposure, proving ΔS-Cys-Albumin as an effective surrogate marker to track the stability of clinically relevant analytes in plasma. The stability of oxidized LDL in serum at different temperatures was assessed in serum samples and it stayed stable at all temperatures evaluated. The ΔS-Cys-Albumin requires the use of an LC-ESI-MS instrument which limits its availability to most clinical research laboratories. To overcome this hurdle, an absorbance-based assay that can be measured using a plate reader was developed as an alternative to the ΔS-Cys-Albumin assay. Assay development and analytical validation procedures are reported herein. After that, the range of absorbance in plasma and serum from control and cancer patients were determined and the change in absorbance over a time course incubation at room temperature, 4 °C and -20 °C was assessed. The results showed that the absorbance assay would act as a good alternative to the ΔS-Cys-Albumin assay.
ContributorsJehanathan, Nilojan (Author) / Borges, Chad (Thesis advisor) / Guo, Jia (Committee member) / Van Horn, Wade (Committee member) / Arizona State University (Publisher)
Created2022
Description
Based on past studies, urinary glycan biomarkers have the potential to be used as diagnostic and prognostic markers for treatment purposes. This study brought into play the bottom-up glycan node analysis approach to analyze 39 urine samples from COVID-19 positive and negative individuals using gas chromatography-mass spectrometry (GC-MS) to determine potential urinary glycan biomarkers of COVID-19. Glycan node analysis involves chemically breaking down glycans in whole biospecimens in a way that conserves both monosaccharide identity and linkage information that facilitates the capture of unique glycan features as single analytical signals. Following data acquisition, the student t-test was done on all the nodes, but only four prominent nodes (t-Deoxyhexopyranose, 2,3-Gal, t-GlcNAc, and 3,6-GalNAc with respective p-values 0.03027, 0.03973, 0.0224, and 0.0004) were below the threshold p-value of 0.05 and showed some differences in the mean between both groups. To eliminate the probability of having false positive p-values, Bonferroni correction was done on the four nodes but only the 3,6-GalNAc node emerged as the only node that was below the newly adjusted p-value. Because sample analyses were done in batches, the Kruskal Wallis test was done to know if the batch effect was responsible for the observed lower relative concentration of 3,6-GalNAc in COVID-19 positive patients than in negative patients. A receiver operating characteristic curve (ROC) was plotted for the 3,6-GalNAc node and the area under the curve (AUC) was calculated to be 0.84, casting the 3,6-GalNAc node was a potential biomarker of COVID-19. 3,6-GalNAc largely arises from branched O-glycan core structures, which are abundant in mucin glycoproteins that line the urogenital tract. Lowered relative concentrations of 3,6-GalNAc in the urine of COVID-19 positive patients may be explained by compromised kidney function that allows non-mucinous glycoproteins from the blood to contribute a greater proportion of the relative glycan node signals than in COVID-19 negative patients. Future prospective clinical studies will be needed to validate both the biomarker findings and this hypothesis.
ContributorsEyonghebi Tanyi, Agbor (Author) / Borges, Chad R (Thesis advisor) / Mills, Jeremy H (Committee member) / Guo, Jia (Committee member) / Arizona State University (Publisher)
Created2023
Description
Receiving signals and responding to the environment is crucial for survival for every living organism. One of those signals is being able to detect environmental and visceral temperatures. Transient receptor potential vanilloid 1 (TRPV1) and transient receptor potential melastatin 8 (TRPM8) are ion channels within cells that allow higher organisms to detect hot and cold temperatures, respectively. These TRP channels are also implicated in diverse physiological roles including pain, obesity, and cancer. As a result, these channels have garnered interest as potential targets for therapeutic interventions. However, the entanglement of TRPV1 and TRPM8 polymodal activation where it responds to a variety of different stimuli has caused adverse side effects of body thermal dysregulation and misregulation when antagonizing these channels as drug targets. This dissertation will dissect the molecular mechanism and regulation of TRPV1 and TRPM8. An in-depth look into the complex and conflicting results in trying to find the key area for thermosensation as well as looking into disentangling the polymodal activation modes in TRPV1. The regulatory mechanism between TRPM8 with phosphoinositide interacting regulator of TRPs (PIRT) and calmodulin will be examined using nuclear magnetic resonance (NMR). A computational, experimental, and methodical approach into ancestral TRPM8 orthologs using whole-cell patch-clamp electrophysiology, calcium mobilization assay, and cellular thermal shift assay (CETSA) to determine whether these modes of activation can be decoupled. Lastly, smaller studies are covered like developing a way to delivery full-length and truncated protein using amphipols to artificial and live cells without the biological regulatory processes and the purification of the TRPM8 transmembrane domain (TMD). In the end, two successful methods were developed to study the polymodal activation of proteins.
ContributorsLuu, Dustin Dean (Author) / Van Horn, Wade D (Thesis advisor) / Redding, Kevin E (Committee member) / Chiu, Po-Lin (Committee member) / Arizona State University (Publisher)
Created2023
Description
Macromolecular structural biology advances the understanding of protein function through the structure-function relationship for applications to scientific challenges like energy and medicine. The proteins described in these studies have applications to medicine as targets for therapeutic drug design. By understanding the mechanisms and dynamics of these proteins, therapeutics can be designed and optimized based on their unique structural characteristics. This can create new, focused therapeutics for the treatment of diseases with increased specificity — which translates to greater efficacy and fewer off-target effects. Many of the structures generated for this purpose are “static” in nature, meaning the protein is observed like a still-frame photograph; however, the use of time-resolved techniques is allowing for greater understanding of the dynamic and flexible nature of proteins. This work advances understanding the dynamics of the medically relevant proteins NendoU and Taspase1 using serial crystallography to establish conditions for time-resolved, mix-and-inject crystallographic studies.
ContributorsJernigan, Rebecca Jeanne (Author) / Fromme, Petra (Thesis advisor) / Hansen, Debra (Thesis advisor) / Chiu, Po-Lin (Committee member) / Hogue, Brenda (Committee member) / Arizona State University (Publisher)
Created2022
Description
This work comprises a cumulative effort to provide analysis of proteins relevant to understanding and treating human disease. This dissertation focuses on two main protein complexes: the structure of the Chimp adenovirus Y25 capsid assembly, as used in the SARS-CoV-2 vaccine, Vaxzveria, and the Dbl family RhoGEF (guanosine exchange factor) Syx and its associated small G protein, RhoA. The course of research was influenced heavily by the onset of the Covid-19 pandemic and associated lockdown, which pushed anyone with the means to do meaningful research to shift priorities towards addressing the greatest public health crisis since the 1918 flu pandemic.
Analysis of the Syx-RhoA complex for the purposes of structurally guided drug design was initially the focus of heavy optimization efforts to overcome the numerous challenges associated with expression, purification, and handling of this protein. By analyzing E. Coli derived protein new important knowledge was gained about this protein’s biophysical characteristics which contribute to its behavior and may inform drug design efforts. Expression in SF9 insect cells resulted in promising conditions for production of homogeneous and monodispersed protein. Homology modeling and molecular dynamics simulation of this protein support hypotheses about its interactions with both RhoA as well as regions of the cytoplasmic leaflet of the cell membrane.
Structural characterization of ChAdOx1, the adenoviral vector used in the AstraZeneca Covid-19 vaccine, Vaxzveria resulted in the highest resolution adenovirus structure ever solved (3.07Å). Subsequent biochemical analysis and computational simulations of PF4 with the ChAdOx1 capsid reveal interactions with important implications for vaccine induced thrombocytic throbocytopenia syndrome, a disorder observed in approximately 0.000024% of patients who receive Vaxzveria.
ContributorsBoyd, Ryan J (Author) / Fromme, Petra (Thesis advisor) / Chiu, Po-Lin (Committee member) / Liu, Wei (Committee member) / Arizona State University (Publisher)
Created2021
Description
Osteocalcin (Oc) is the most abundant non-collagen protein found in the bone, but its precise function is still not completely understood. Three glutamic acid (Glu) residues within its sequence are sites for vitamin K-dependent post-translational modification, replacing a hydrogen with a carboxylate located at the γ-carbon position, converting these to γ-carboxyglutamic acid (Gla) residues. This modification confers increased binding of Oc to Ca2+ and hydroxyapatite matrix. Presented here, novel metal binding partners Mn2+, Fe3+, and Cr3+ of human Oc were determined, while the previously identified binders to (generally) non-human Oc, Ca2+, Mg2+, Pb2+ and Al3+ were validated as binders to human Oc by direct infusion mass spectrometry with all metals binding with higher affinity to the post-translationally modified form (Gla-Oc) compared to the unmodified form (Glu-Oc). Oc was also found to form pentamer (Gla-Oc) and pentamer and tetramer (Glu-Oc) homomeric self-assemblies in the absence of NaCl, which disassembled to monomers in the presence of near physiological Na+ concentrations. Additionally, Oc was found to form filamentous structures in vitro by negative stain TEM in the presence of increased Ca2+ titrations in a Gla- and pH-dependent manner. Finally, by combining circular dichroism spectroscopy to determine the fraction of Gla-Oc bound, and inductively-coupled plasma mass spectrometry to quantify total Al concentrations, the data were fit to a single-site binding model and the equilibrium dissociation constant for Al3+ binding to human Gla-Oc was determined (Kd = 1.0 ± 0.12 nM). Including citrate, a known competitive binder of Al3+, maintained Al in solution and enabled calculation of free Al3+ concentrations using a Matlab script to solve the complex set of linear equations. To further improve Al solubility limits, the pH of the system was lowered to 4.5, the pH during bone resorption. Complementary binding experiments with Glu-Oc were not possible due to the observed precipitation of Glu-Oc at pH 4.5, although qualitatively if Glu-Oc binds Al3+, it is with much lower affinity compared to Gla-Oc. Taken together, the results presented here further support the importance of post-translational modification, and thus adequate nutritional intake of vitamin K, on the binding and self-assembly properties of human Oc.
ContributorsThibert, Stephanie (Author) / Borges, Chad R (Thesis advisor) / LaBaer, Joshua (Committee member) / Chiu, Po-Lin (Committee member) / Arizona State University (Publisher)
Created2021