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- All Subjects: Biochemistry
- Creators: Van Horn, Wade
Exploring Structure and Function of Human Cold Sensing Protein TRPM8 with ROSETTA Comparative Models
Description
Transient Receptor Potential (TRP) channels are a diverse class of ion channels notable as polymodal sensors. TRPM8 is a TRP channel implicated in cold sensation, nociception, and a variety of human diseases, including obesity and cancer. Despite sustained interest in TRPM8 since its discovery in 2001, many of the molecular mechanisms that underlie function are not yet clear. Knowledge of these properties could have implications for medicine and physiological understanding of sensation and signaling. Structures of TRP channels have proven challenging to solve, but recent Cryoelectron microscopy (Cryo-EM) structures of TRPV1 provide a basis for homology-based modeling of TRP channel structures and interactions. I present an ensemble of 11,000 Rosetta computational homology models of TRPM8 based on the recent Cryo-EM apo structure of TRPV1 (PDB code:3J5P). Site-directed mutagenesis has provided clues about which residues are most essential for modulatory ligands to bind, so the models presented provide a platform to investigate the structural basis of TRPM8 ligand modulation complementary to existing functional and structural information. Menthol and icilin appear to interact with interfacial residues in the sensor domain (S1-S4). One consensus feature of these sites is the presence of local contacts to the S4 helix, suggesting this helix may be mechanistically involved with the opening of the pore. Phosphatidylinositol 4,5-bisphosphate (PIP2)has long been known to interact with the C-terminus of TRPM8, and some of the homology models contain plausible binding pockets where PIP2 can come into contact with charged residues known to be essential for PIP2 modulation. Future in silico binding experiments could provide testable hypothesis for in vitro structural studies, and experimental data (e.g. distance constraints from electron paramagnetic resonance spectroscopy [EPR]) could further refine the models.
ContributorsHelsell, Cole Vincent Maher (Author) / Van Horn, Wade (Thesis director) / Wang, Xu (Committee member) / Barrett, The Honors College (Contributor) / School of Mathematical and Statistical Sciences (Contributor) / Department of Chemistry and Biochemistry (Contributor)
Created2015-05
Description
In this thesis, glycan nodes, the basic subunits of complex biological sugars, were studied to determine the reproducibility of gas chromatography-mass spectrometry (GC/MS) based methylation analysis of whole blood plasma by normalization using an internal standard of heavy permethylated glycans. Glycans are complex biological sugars that have a variety of applications in the human body and will display aberrant compositions when produced by cancerous cells. Thus an assay to determine their composition can be used as a diagnostic tool. It was shown that the assay may have potential use, but needs further refinement to become an improvement over current methods by analyzing the results of ratio-determination and replicate experiments.
ContributorsMiyasaki, Tyler Takeo (Author) / Borges, Chad (Thesis director) / Van Horn, Wade (Committee member) / Barrett, The Honors College (Contributor) / Department of Chemistry and Biochemistry (Contributor) / Chemical Engineering Program (Contributor)
Created2015-05
Description
Transient receptor potential (TRP) channels are a superfamily of ion channels found in plasma membranes of both single-celled and multicellular organisms. TRP channels all share the common aspect of having six transmembrane helices and a TRP domain. These structures tetramerize to form a receptor-activated non-selective ion channel. The specific protein being investigated in this thesis is the human transient receptor potential melastatin 8 (hTRPM8), a channel activated by the chemical ligand menthol and temperatures below 25 °C. TRPM8 is responsible for cold sensing and is related to pain relief associated with cooling compounds. TRPM8 has also been found to play a role in the regulation of various types of tumors. The structure of TRPM8 has been obtained through cryo-electron microscopy, but the functional contribution of individual portions of the protein to the overall protein function is unknown.
To gain more information about the function of the transmembrane region of hTRPM8, it was expressed in Escherichia coli (E. coli) and purified in detergent membrane mimics for experimentation. The construct contains the S4-S5 linker, pore domain (S5 and S6 transmembrane helices), pore helix, and TRP box. hTRPM8-PD+ was purified in the detergents n-Dodecyl-B-D-Maltoside (DDM), 16:0 Lyso PG, 1-Palmitoyl-2-hydroxy-sn-glycero-3-phosphoglycerol (LPPG), and 14:0 Lyso PG, 1-Myristoyl-2-hydroxy-sn-glycero-3-phosphoglycerol (LMPG) to determine which detergent resulted in a hTRPM8-PD+ sample of the most stability, purity, and highest concentrations. Following bacterial expression and protein purification, hTRPM8-PD+ was studied and characterized with circular dichroism (CD) spectroscopy to learn more about the secondary structures and thermodynamic properties of the construct. Further studies can be done with more circular dichroism (CD) spectroscopy, planar lipid bilayer (BLM) electrophysiology, and nuclear magnetic resonance spectroscopy (NMR) to gain more understanding of how the pore domain plus contributes to the activity of the whole protein construct.
To gain more information about the function of the transmembrane region of hTRPM8, it was expressed in Escherichia coli (E. coli) and purified in detergent membrane mimics for experimentation. The construct contains the S4-S5 linker, pore domain (S5 and S6 transmembrane helices), pore helix, and TRP box. hTRPM8-PD+ was purified in the detergents n-Dodecyl-B-D-Maltoside (DDM), 16:0 Lyso PG, 1-Palmitoyl-2-hydroxy-sn-glycero-3-phosphoglycerol (LPPG), and 14:0 Lyso PG, 1-Myristoyl-2-hydroxy-sn-glycero-3-phosphoglycerol (LMPG) to determine which detergent resulted in a hTRPM8-PD+ sample of the most stability, purity, and highest concentrations. Following bacterial expression and protein purification, hTRPM8-PD+ was studied and characterized with circular dichroism (CD) spectroscopy to learn more about the secondary structures and thermodynamic properties of the construct. Further studies can be done with more circular dichroism (CD) spectroscopy, planar lipid bilayer (BLM) electrophysiology, and nuclear magnetic resonance spectroscopy (NMR) to gain more understanding of how the pore domain plus contributes to the activity of the whole protein construct.
ContributorsMorelan, Danielle Taylor (Co-author) / Morelan, Danielle (Co-author) / Van Horn, Wade (Thesis director) / Chen, Julian (Committee member) / Luu, Dustin (Committee member) / Dean, W.P. Carey School of Business (Contributor) / School of Molecular Sciences (Contributor) / Barrett, The Honors College (Contributor)
Created2019-12
Description
The parameters of microwave-assisted acid hydrolysis (MAAH) and 1H NMR highly affect the quantitative analysis of protein hydrolysates. Microwave-induction source, NMR spectral resolution, and data analysis are key parameters in the nuclear magnetic resonance – amino acid analysis (NMR-AAA) workflow where errors accrue due to lack of an optimized protocol. Hen egg white lysozyme was hydrolyzed using an 800W domestic microwave oven for varying time points between 10-25 minutes, showing minimal protein hydrolysis after extended time periods. Studies on paramagnetic doping with varying amounts of gadolinium chloride for increased NMR resolution resulted in little T1 reduction in a majority of amino acids and resulted in significant line broadening in concentrations above 1µM. The use of the BAYESIL analysis tool with HOD suppressed 1H-NMR spectra resulted in misplaced template peaks and errors greater than 1% for 10 of 13 profiled amino acids with the highest error being 7.6% (Thr). Comparatively, Chenomx NMR Suite (v7.1) analysis resulted in errors of less than 1% for 9 of 13 profiled amino acids with a highest error value of 3.6% (Lys). Using the optimized protocol, hen egg white lysozyme C was identified at rank 1 with a score of 64 in a Gallus gallus species wide AACompIdent search. This technique reduces error associated with sample handling relative to previously used amino acid analysis (AAA) protocols and requires no derivatization or additional processing of the sample prior to analysis.
ContributorsJordan, Jacob Smith (Author) / Yarger, Jeffery (Thesis director) / Van Horn, Wade (Committee member) / School of Molecular Sciences (Contributor) / Barrett, The Honors College (Contributor)
Created2017-05
Description
Transient Receptor Potential (TRP) ion channels are a diverse family of nonselective, polymodal sensors in uni- and multicellular eukaryotes that are implicated in an assortment of biological contexts and human disease. The cold-activated TRP Melastatin-8 (TRPM8) channel, also recognized as the human body's primary cold sensor, is among the few TRP channels responsible for thermosensing. Despite sustained interest in the channel, the mechanisms underlying TRPM8 activation, modulation, and gating have proved challenging to study and remain poorly understood. In this thesis, I offer data collected on various expression, extraction, and purification conditions tested in E. Coli expression systems with the aim to optimize the generation of a structurally stable and functional human TRPM8 pore domain (S5 and S6) construct for application in structural biology studies. These studies, including the biophysical technique nuclear magnetic spectroscopy (NMR), among others, will be essential for elucidating the role of the TRPM8 pore domain in in regulating ligand binding, channel gating, ion selectively, and thermal sensitivity. Moreover, in the second half of this thesis, I discuss the ligation-independent megaprimer PCR of whole-plasmids (MEGAWHOP PCR) cloning technique, and how it was used to generate chimeras between TRPM8 and its nearest analog TRPM2. I review steps taken to optimize the efficiency of MEGAWHOP PCR and the implications and unique applications of this novel methodology for advancing recombinant DNA technology. I lastly present preliminary electrophysiological data on the chimeras, employed to isolate and study the functional contributions of each individual transmembrane helix (S1-S6) to TRPM8 menthol activation. These studies show the utility of the TRPM8\u2014TRPM2 chimeras for dissecting function of TRP channels. The average current traces analyzed thus far indicate that the S2 and S3 helices appear to play an important role in TRPM8 menthol modulation because the TRPM8[M2S2] and TRPM8[M2S3] chimeras significantly reduce channel conductance in the presence of menthol. The TRPM8[M2S4] chimera, oppositely, increases channel conductance, implying that the S4 helix in native TRPM8 may suppress menthol modulation. Overall, these findings show that there is promise in the techniques chosen to identify specific regions of TRPM8 crucial to menthol activation, though the methods chosen to study the TRPM8 pore independent from the whole channel may need to be reevaluated. Further experiments will be necessary to refine TRPM8 pore solubilization and purification before structural studies can proceed, and the electrophysiology traces observed for the chimeras will need to be further verified and evaluated for consistency and physiological significance.
ContributorsWaris, Maryam Siddika (Author) / Van Horn, Wade (Thesis director) / Redding, Kevin (Committee member) / School of Molecular Sciences (Contributor) / Department of English (Contributor) / Barrett, The Honors College (Contributor)
Created2016-05
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
Enzymes keep life nicely humming along by catalyzing important reactions at relevant timescales. Despite their immediate importance, how enzymes recognize and bind their substrate in a sea of cytosolic small molecules, carry out the reaction, and release their product in microseconds is still relatively opaque. Methods to elucidate enzyme substrate specificity indicate that the shape of the active site and the amino acid residues therein play a major role. However, lessons from Directed Evolution experiments reveal the importance of residues far from the active site in modulating substrate specificity. Enzymes are dynamic macromolecules composed of networks of interactions integrating the active site, where the chemistry occurs, to the rest of the protein. The objective of this work is to develop computational methods to modify enzyme ligand specificity, either through molding the active site to accommodate a novel ligand, or by identifying distal mutations that can allosterically alter specificity. To this end, two homologues in the β-lactamase family of enzymes, TEM-1, and an ancestrally reconstructed variant, GNCA, were studied to identify whether the modulation of position-specific distal-residue flexibility could modify ligand specificity. RosettaDesign was used to create TEM-1 variants with altered dynamic patterns. Experimental characterization of ten designed proteins indicated that mutations to residues surrounding rigid, highly coupled residues substantially affected both enzymatic activity and stability. In contrast, native-like activities and stabilities were maintained when flexible, uncoupled residues, were targeted. Five of the TEM-1 variants were crystallized to see if the changes in function observed were due to architectural changes to the active site. In a second project, a computational platform using RosettaDesign was developed to remodel the firefly luciferase active site to accommodate novel luciferins. This platform resulted in the development of five luciferin-luciferase pairs with red-shifted emission maxima, ready for multicomponent bioluminescent imaging applications in tissues. Although the projects from this work focus on two classes of proteins, they provide insight into the structure-function relationship of ligand specificity in enzymes and are broadly applicable to other systems.
ContributorsKolbaba Kartchner, Bethany (Author) / Mills, Jeremy H (Thesis advisor) / Ghirlanda, Giovanna (Committee member) / Van Horn, Wade D (Committee member) / Arizona State University (Publisher)
Created2023
Description
In intracranial aneurysms, multiple factors and biochemical pathways are believed to be involved in the event of a rupture. The epidermal growth factor receptor (EGFR) activation pathway is of particular interest as a way to understand and target the mechanism of rupture due to its established role in cellular proliferation and inflammation. Furthermore, unfolded protein responses in vascular cells’ endoplasmic reticulum (ER), known as ER stress, have emerged as a potential downstream mechanism by which inflammatory EGFR activation may lead to aneurysm rupture. The purpose of this project was to investigate the role of EGFR inhibition on the aneurysm rupture rate in a preclinical model, investigate the role of ER stress induction on the aneurysm rupture rate, and confirm which cellular phenomenon lies upstream in this mechanistic cascade. Based on analyses of aneurysm rupture rate and gene expression in the Circle of Willis, ER stress and inflammatory unfolded protein responses were found to be downstream of initial EGFR activation, which may be an effective therapeutic target for preventing aneurysm rupture in a clinical setting.
ContributorsPolen, Kyle (Author) / Van Horn, Wade (Thesis director) / Martin, Thomas (Committee member) / Hashimoto, Tomoki (Committee member) / Barrett, The Honors College (Contributor) / School of Molecular Sciences (Contributor) / School of Human Evolution & Social Change (Contributor)
Created2022-12
Description
Exposure of liquid biospecimens like plasma and serum (P/S) to improper handling and storage can impact the integrity of biomolecules, potentially leading to apparent quantitative changes of important clinical proteins. An accurate and quick estimate of the quality of biospecimens employed in biomarker discovery and validation studies is essential to facilitating accurate conclusions. ΔS-Cys-Albumin is a marker of blood P/S exposure to thawed conditions that can quantitatively track the exposure of P/S to temperatures greater than their freezing point of -30 C. Reported here are studies carried out to evaluate the potential of ΔS-Cys-Albumin to track the stability of clinically important analytes present in P/S upon their exposure to thawed conditions. P/S samples obtained from both cancer-free donors and cancer patients were exposed to 23 C (room temperature), 4 C and -20 C degrees, and the degree to which the apparent concentrations of clinically relevant biomolecules present in P/S were impacted during the time it took ΔS-Cys-Albumin to reach zero was measured. Analyte concentrations measured by molecular interaction-based assays were significantly impacted when samples were exposed to the point where average ΔS-Cys-Albumin fell below 12% at each temperature. Furthermore, the percentage of proteins that became unstable with time under thawed conditions exhibited a strong inverse linear relationship to ΔS-Cys-Albumin, indicating that ΔS-Cys-Albumin can serve as an effective surrogate marker to track the stability of other clinically relevant proteins in plasma as well as to estimate the fraction of proteins that have been destabilized by exposure to thawed conditions, regardless of what the exposure temperature(s) may have been. These results indicated that P/S exposure to thawed conditions disrupts epitopes required for clinical protein quantification via molecular interaction-based assays. In continuation of this theme, a spurious binding event between two clinically important proteins, Apolipoprotein E (ApoE) and Interferon- (IFN) present in human plasma under in vitro experimental conditions is also reported. The interaction was confirmed to be evident only when ApoE was expressed in vitro with a Glutathione-S-Transferase (GST) fusion tag. Future steps required to find the exact manner in which the GST fusion tag facilitated the association between ApoE and IFNγ are discussed with emphasis on the possible pitfalls associated with using fusion proteins for studying novel protein-protein interactions.
ContributorsKapuruge, Erandi Prasadini (Author) / Borges, Chad R (Thesis advisor) / LaBaer, Joshua (Committee member) / Van Horn, Wade (Committee member) / Arizona State University (Publisher)
Created2021