Matching Items (12)
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- All Subjects: Biochemistry
- Genre: Doctoral Dissertation
- Creators: Mills, Jeremy
- Member of: Theses and Dissertations
Description
The world today needs novel solutions to address current challenges in areas spanning areas from sustainable manufacturing to healthcare, and biotechnology offers the potential to help address some of these issues. One tool that offers opportunities across multiple industries is the use of nonribosomal peptide synthases (NRPSs). These are modular biological factories with individualized subunits that function in concert to create novel peptides.One element at the heart of environmental health debates today is plastics. Biodegradable alternatives for petroleum-based plastics is a necessity. One NRPS, cyanophycin synthetase (CphA), can produce cyanophycin grana protein (CGP), a polymer composed of a poly-aspartic acid backbone with arginine side chains. The aspartic backbone has the potential to replace synthetic polyacrylate, although current production costs are prohibitive. In Chapter 2, a CphA variant from Tatumella morbirosei is characterized, that produces up to 3x more CGP than other known variants, and shows high iCGP specificity in both flask and bioreactor trials. Another CphA variant, this one from Acinetobacter baylyi, underwent rational protein design to create novel mutants. One, G217K, is 34% more productive than the wild type, while G163K produces a CGP with shorter chain lengths. The current structure refined from 4.4Å to 3.5Å.
Another exciting application of NRPSs is in healthcare. They can be used to generate novel peptides such as complex antibiotics. A recently discovered iterative polyketide synthase (IPTK), dubbed AlnB, produces an antibiotic called allenomycin. One of the modular subunits, a dehydratase named AlnB_DH, was crystallized to 2.45Å. Several mutations were created in multiple active site residues to help understand the functional mechanism of AlnB_DH. A preliminary holoenzyme AlnB structure at 3.8Å was generated although the large disorganized regions demonstrated an incomplete structure. It was found that chain length is the primary factor in driving dehydratase action within AlnB_DH, which helps lend understanding to this module.
ContributorsSwain, Kyle (Author) / Nannenga, Brent (Thesis advisor) / Nielsen, David (Committee member) / Mills, Jeremy (Committee member) / Seo, Eileen (Committee member) / Acharya, Abhinav (Committee member) / Arizona State University (Publisher)
Created2022
Description
In recent years, researchers have employed DNA and protein nanotechnology to develop nanomaterials for applications in the fields of regenerative medicine, gene therapeutic, and materials science. In the current state of research, developing a biomimetic approach to fabricate an extracellular matrix (ECM)-like material has faced key challenges. The difficulty arises due to achieving spatiotemporal complexity that rivals the native ECM. Attempts to replicate the ECM using hydrogels have been limited in their ability to recapitulate its structural and functional properties. Moreover, the biological activities of the ECM, such as cell adhesion, proliferation, and differentiation, are mediated by ECM proteins and their interactions with cells, making it difficult to reproduce these activities in vitro.Thus, the work presented in my dissertation represents efforts to develop DNA and protein-based materials that mimic the biological properties of the ECM. The research involves the design, synthesis, and characterization of nanomaterials that exhibit unique physical, chemical, and mechanical properties. Two specific aspects of the biomimetic system have been to include (1) a modular protein building block to change the bioactivity of the system and (2) to temporally control the self-assembly of the protein nanofiber using different coiled coil mechanisms. The protein nanofibers were characterized using atomic force microscopy, transmission electron microscopy, and super-resolution DNA Point Accumulation for Imaging in Nanoscale Topology. The domains chosen are the fibronectin domains, Fn-III10, Fn-III9-10, and Fn-III12-14, with bioactivity such as cell adhesion and growth factor binding.
To extend this approach, these cys-nanofibers have been embedded in a hyaluronic acid scaffold to enable bioactivity and fibrous morphologies. Nanofiber integration within the HA gel has been shown to promote tunable mechanical properties and architectures, in addition to promoting a temporal display of the protein nanofibers. The hydrogels were characterized using scanning electron microscopy, mechanical compression testing, and fluorescence microscopy. The findings in this dissertation highlight the promise of biomimetic DNA and protein nanomaterials as a versatile approach for developing next-generation materials with unprecedented properties and functions. These findings continue to push the boundaries of what is possible in nanotechnology, leading to new discoveries that will have a significant impact on society.
ContributorsBernal-Chanchavac, Julio (Author) / Stephanopoulos, Nicholas (Thesis advisor) / Jones, Anne (Committee member) / Mills, Jeremy (Committee member) / Arizona State University (Publisher)
Created2023
Description
Exoelectrogenic organisms transfer electrons from their quinone pool to extracellular acceptors over m-scale distances through appendages known as “biological nanowires”. These structures have been described as cytochrome-rich membrane extensions or pili. However, the components and mechanisms of this long-range electron transfer remain largely unknown. This dissertation describes supramolecular assembly of a tetraheme cytochrome into well-defined models of microbial nanowires and uses those structures to explore the mechanisms of ultra-long-range electron transfer. Chiral-induced-spin-selectivity through the cytochrome is also demonstrated. Nanowire extensions in Shewanella oneidensis have been hypothesized to transfer electrons via electron tunneling through proteinaceous structures that reinforce π-π stacking or through electron hopping via redox cofactors found along their lengths. To provide a model to evaluate the possibility of electron hopping along micron-scale distances, the first part of this dissertation describes the construction of a two-component, supramolecular nanostructure comprised of a small tetraheme cytochrome (STC) from Shewanella oneidensis fused to a peptide domain that self-assembles with a β-fibrillizing peptide. Structural and electrical characterization shows that the self-assembled protein fibers have dimensions relevant to understanding ultralong-range electron transfer and conduct electrons along their length via a cytochrome-mediated mechanism of electron transfer. The second part of this dissertations shows that a model three-component fiber construct based on charge complementary peptides and the redox protein can also be assembled. Structural and electrical characterization of the three-component structure also demonstrates desirable dimensions and electron conductivity along the length via a cytochrome-mediated mechanism.
In vivo, it has been hypothesized that cytochromes in the outer surface conduit are spin-selective. However, cytochromes in the periplasm of Shewanella oneidensis have not been shown to be spin selective, and the physiological impact of the chiral-induced-spin-selectivity (CISS) effect on microbial electron transport remains unclear. In the third part of this dissertation, investigations via spin polarization and a spin-dependent conduction study show that STC is spin selective, suggesting that spin selectivity may be an important factor in the electron transport efficiency of exoelectrogens.
In conclusion, this dissertation enables a better understanding of long-range electron transfer in bacterial nanowires and bioelectronic circuitry and offers suggestions for how to construct enhanced biosensors.
ContributorsNWACHUKWU, JUSTUS NMADUKA (Author) / Jones, Anne K. (Thesis advisor) / Mills, Jeremy (Committee member) / Stephanopoulos, Nicholas (Committee member) / Arizona State University (Publisher)
Created2023
Description
G protein coupled receptors (GPCRs) mediate various of physiologicalactivities which makes them significant drug targets. Determination of atomic level
structure of GPCRs facilitates the structure-based drug design. The most widely
used method currently for solving GPCR structure is still protein crystallography
especially lipidic cubic phase (LCP) crystallization. LCP could mimic the native
environment of membrane protein which stable the membrane proteins. Traditional
synchrotron source requires large size large size protein crystals (>30 micron) due to
the radiation damage during data collection. However, acquiring large sized protein
crystals is challenging and not guaranteed practically. In this study, a novel method
was developed which combined LCP technology and micro-electron diffraction
(MicroED) technology. LCP-MicroED technology was able to collect complete
diffraction data sets from serval submicron protein crystals and deliver high
resolution protein structures. This technology was first confirmed with soluble
protein crystals, proteinase K and small molecule crystals, cholesterol. Furthermore,
this novel method was applied to a human GPCR target, Î22- adrenergic receptor
(Î22AR). The structure model was successfully built which proved the feasibility of
applying LCP-MicroED method to GPCRs and other membrane proteins. Besides, in
this research, a novel human GPCR target, human histamine 4 receptor(H4R) was
studied. Different constructs were expressed, purified, and characterized. Some key
residuals that affect ligand binding were confirmed.
ContributorsJing, Liang (Author) / Mazor, Yuval (Thesis advisor) / Mills, Jeremy (Committee member) / Wang, Xu (Committee member) / Arizona State University (Publisher)
Created2022
Description
Natures hardworking machines, proteins, are dynamic beings. Comprehending the role of dynamics in mediating allosteric effects is paramount to unraveling the intricate mechanisms underlying protein function and devising effective protein design strategies. Thus, the essential objective of this thesis is to elucidate ways to use protein dynamics based tools integrated with evolution and docking techniques to investigate the effect of distal allosteric mutations on protein function and further rationally design proteins. To this end, I first employed molecular dynamics (MD) simulations, Dynamic Flexibility Index (DFI) and Dynamic Coupling Index (DCI) on PICK1 PDZ, Butyrylcholinesterase (BChE), and Dihydrofolate reductase (DHFR) to uncover how these proteins utilize allostery to tune activity. Moreover, a new classification technique (“Controller”/“Controlled”) based on asymmetry in dynamic coupling is developed and applied to DHFR to elucidate the effect of allosteric mutations on enzyme activity. Subsequently, an MD driven dynamics design approach is applied on TEM-1 β-lactamase to tailor its activity against β-lactam antibiotics. New variants were created, and using a novel analytical approach called "dynamic distance analysis" (DDA) the degree of dynamic similarity between these variants were quantified. The experimentally confirmed results of these studies showed that the implementation of MD driven dynamics design holds significant potential for generating variants that can effectively modulate activity and stability. Finally, I introduced an evolutionary guided molecular dynamics driven protein design approach, integrated co-evolution and dynamic coupling (ICDC), to identify distal residues that modulate binding site dynamics through allosteric mechanisms. After validating the accuracy of ICDC with a complete mutational data set of β-lactamase, I applied it to Cyanovirin-N (CV-N) to identify allosteric positions and mutations that can modulate binding affinity. To further investigate the impact of mutations on the identified allosteric sites, I subjected putative mutants to binding analysis using Adaptive BP-Dock. Experimental validation of the computational predictions demonstrated the efficacy of integrating MD, DFI, DCI, and evolution to guide protein design. Ultimately, the research presented in this thesis demonstrates the effectiveness of using evolutionary guided molecular dynamics driven design alongside protein dynamics based tools to examine the significance of allosteric interactions and their influence on protein function.
ContributorsKazan, Ismail Can (Author) / Ozkan, Sefika Banu (Thesis advisor) / Ghirlanda, Giovanna (Thesis advisor) / Mills, Jeremy (Committee member) / Beckstein, Oliver (Committee member) / Arizona State University (Publisher)
Created2023
Description
Since understanding the nature of proteins, it has been a long held belief that protein sequence dictated structure which then determined function. As such, all proteins contained structure and those that did not must not serve a purpose. For the last 25 years, scientists have begun to understand that disordered proteins, lacking structure, did not lack function. Their unique ability to undergo liquid-liquid phase separation served a cellular purpose, most involving nucleic acids. As more is uncovered, these unique proteins are being used to build new systems. Phase separated disordered proteins were used to design a functional organelle using the enzyme horseradish peroxidase and its chromatic substrate ABTS. Upon doing so, it was discovered that disordered proteins are highly susceptible to chemical modification through radical reactions with tyrosine. The increased frequency of tyrosine in disordered proteins provides multiple sites of conjugation by the ABTS radical and other substrates. These modifications then alter the physical properties of the proteins. The phase separated system was also incorporated with shell proteins from bacterial microcompartments in an attempt to limit access to the droplets. Through expression with truncations of the disordered sequence, shell proteins were able to interact with the droplets. Despite the appearance of complete coatings, they were found to be permeable to their surroundings, though much more stable than uncoated droplets. Just as disordered proteins are considered outside the traditional structures, so too are many students entering higher education. Non-traditional students are becoming more prevalent in the undergraduate population, though they are woefully underrepresented in the natural sciences. The benefits these students bring to their programs is highlighted and the circumstances that drive them away from STEM is explored. Non-traditional students contribute to the diversity of the scientific population, though many pursue education in non-STEM fields. To support these students, focus is put on andragogy (the teaching of adults), rather than pedagogy (the teaching of children). Non-traditional students face isolation and discrimination that is not being addressed by higher education institutions, hindering their ability to succeed. Through infrastructure designed for adult learners, STEM fields can be diversified in non-traditional ways.
ContributorsCostantino, Michele (Author) / Ghirlanda, Giovanna (Thesis advisor) / Mills, Jeremy (Committee member) / Matyushov, Dmitry (Committee member) / Arizona State University (Publisher)
Created2024
Description
The thylakoid membranes of oxygenic photosynthetic organisms contain four large membrane complexes vital for photosynthesis: photosystem II and photosystem I (PSII and PSI, respectively), the cytochrome b6f complex and ATP synthase. Two of these complexes, PSII and PSI, utilize solar energy to carry out the primary reaction of photosynthesis, light induced charge separation. In vivo, both photosystems associate with multiple antennae to increase their light absorption cross section. The antennae, Iron Stress Induced A (IsiA), is expressed in cyanobacteria as part of general stress response and forms a ring system around PSI. IsiA is a member of a large and relatively unexplored antennae family prevalent in cyanobacteria. The structure of the PSI-IsiA super-complex from the cyanobacteria Synechocystis sp. PCC 6803 was resolved to high resolution, revealing how IsiA interacts with PSI as well as the chlorophyll organization within this antennae system. Despite these structural insights, the basis for the binding between 18 IsiA subits and PSI is not fully resolved. Several IsiA mutants were constructed using insights from the atomic structure of PSI-IsiA, revealing the role of the C-terminus of IsiA in its interaction with PSI.
ContributorsLi, Jin (Author) / Mazor, Yuval (Thesis advisor) / Chiu, Po-Lin (Committee member) / Mills, Jeremy (Committee member) / Arizona State University (Publisher)
Created2024
Description
Chromatin is the dynamic structure of proteins and nucleic acids into which eukaryotic genomes are organized. For those looking to engineer mammalian genomes, chromatin is both an opportunity and an obstacle. While chromatin provides another tool with which to control gene expression, regional density can lead to variability in genome editing efficiency by CRISPR/Cas9 systems. Many groups have attempted to de-silence chromatin to regulate genes and enhance DNA's accessibility to nucleases, but inconsistent results leave outstanding questions. Here, I test different types of activators, to analyze changes in chromatin features that result for chromatin opening, and to identify the critical biochemical features that support artificially generated open, transcriptionally active chromatin.
I designed, built, and tested a panel of synthetic pioneer factors (SPiFs) to open condensed, repressive chromatin with the aims of 1) activating repressed transgenes in mammalian cells and 2) reversing the inhibitory effects of closed chromatin on Cas9-endonuclease activity. Pioneer factors are unique in their ability to bind DNA in closed chromatin. In order to repurpose this natural function, I designed SPiFs from a Gal4 DNA binding domain, which has inherent pioneer functionality, fused with chromatin-modifying peptides with distinct functions.
SPiFs with transcriptional activation as their primary mechanism were able to reverse this repression and induced a stably active state. My work also revealed the active site from proto-oncogene MYB as a novel transgene activator. To determine if MYB could be used generally to restore transgene expression, I fused it to a deactivated Cas9 and targeted a silenced transgene in native heterochromatin. The resulting activator was able to reverse silencing and can be chemically controlled with a small molecule drug.
Other SPiFs in my panel did not increase gene expression. However, pretreatment with several of these expression-neutral SPiFs increased Cas9-mediated editing in closed chromatin, suggesting a crucial difference between chromatin that is accessible and that which contains genes being actively transcribed. Understanding this distinction will be vital to the engineering of stable transgenic cell lines for product production and disease modeling, as well as therapeutic applications such as restoring epigenetic order to misregulated disease cells.
I designed, built, and tested a panel of synthetic pioneer factors (SPiFs) to open condensed, repressive chromatin with the aims of 1) activating repressed transgenes in mammalian cells and 2) reversing the inhibitory effects of closed chromatin on Cas9-endonuclease activity. Pioneer factors are unique in their ability to bind DNA in closed chromatin. In order to repurpose this natural function, I designed SPiFs from a Gal4 DNA binding domain, which has inherent pioneer functionality, fused with chromatin-modifying peptides with distinct functions.
SPiFs with transcriptional activation as their primary mechanism were able to reverse this repression and induced a stably active state. My work also revealed the active site from proto-oncogene MYB as a novel transgene activator. To determine if MYB could be used generally to restore transgene expression, I fused it to a deactivated Cas9 and targeted a silenced transgene in native heterochromatin. The resulting activator was able to reverse silencing and can be chemically controlled with a small molecule drug.
Other SPiFs in my panel did not increase gene expression. However, pretreatment with several of these expression-neutral SPiFs increased Cas9-mediated editing in closed chromatin, suggesting a crucial difference between chromatin that is accessible and that which contains genes being actively transcribed. Understanding this distinction will be vital to the engineering of stable transgenic cell lines for product production and disease modeling, as well as therapeutic applications such as restoring epigenetic order to misregulated disease cells.
ContributorsBarrett, Cassandra M (Author) / Haynes, Karmella A (Thesis advisor) / Rege, Kaushal (Committee member) / Mills, Jeremy (Committee member) / Kiani, Samira (Committee member) / Arizona State University (Publisher)
Created2019
Description
In the past decade, technological breakthroughs have facilitated structure determination of so many difficult-to-study membrane protein targets. In this thesis research, three techniques were investigated to enable the structural determination of such challenging targets, polychromatic pink-beam serial crystallography with high-viscous sample, lipidic cubic phase (LCP)-based microcrystal electron diffraction (MicroED), and single-particle cryogenic electron microscopy targeting (cryoEM).
Inspired by the successful serial crystallography (SX) experiment at a synchrotron radiation source, it is first-time equipping the high-viscosity injector to X-ray fluxes increased at 100 times by a moderate increased in bandwidth to perform the pink beam SX experiments. The structure of proteinase K (PK) was determined to 1.8 Å resolution with 4 consecutive 100 ps X-ray pink beam pulse exposures. The structure of human A2A adenosine receptor (A2AAR) reached to a 4.2 Å resolution using 24 consecutive X-ray pink beam pulse exposures. It has proven the feasibility to utilize such storage-ring synchrotron sources complemented to serial femtosecond crystallography, presenting new opportunities for microcrystallography and the time-resolved experiments.
As an alternative approach to serial femtosecond crystallography, a novel protocol was developed to combine the lipidic cubic phase crystallization approach and microED strategy and solved the structure from LCP-embedded proteinase K microcrystals with the comparable high resolution to conventional crystallographic method.
It cannot be neglected that only very few portions of membrane proteins were able to be successfully crystallized for structure determination. Single particle cryoEM method allows the structural studies from protein molecules detour away from crystallization. An atomic resolution structure of the β1-AR bound with agonist in complex with Gs protein, with particle size of less than 200 kDa, was determined by cryoEM, reaching to an atomic resolution of 3.8 Å. The complex structure captured a fully active conformation and revealed the important mechanisms of how the agonist bound receptor activated Gs protein.
These technological developments provide more opportunities to the structural biology community to discover mechanisms underlying such complicated machinery network, which would eventually benefit the structure-based drug discovery.
Inspired by the successful serial crystallography (SX) experiment at a synchrotron radiation source, it is first-time equipping the high-viscosity injector to X-ray fluxes increased at 100 times by a moderate increased in bandwidth to perform the pink beam SX experiments. The structure of proteinase K (PK) was determined to 1.8 Å resolution with 4 consecutive 100 ps X-ray pink beam pulse exposures. The structure of human A2A adenosine receptor (A2AAR) reached to a 4.2 Å resolution using 24 consecutive X-ray pink beam pulse exposures. It has proven the feasibility to utilize such storage-ring synchrotron sources complemented to serial femtosecond crystallography, presenting new opportunities for microcrystallography and the time-resolved experiments.
As an alternative approach to serial femtosecond crystallography, a novel protocol was developed to combine the lipidic cubic phase crystallization approach and microED strategy and solved the structure from LCP-embedded proteinase K microcrystals with the comparable high resolution to conventional crystallographic method.
It cannot be neglected that only very few portions of membrane proteins were able to be successfully crystallized for structure determination. Single particle cryoEM method allows the structural studies from protein molecules detour away from crystallization. An atomic resolution structure of the β1-AR bound with agonist in complex with Gs protein, with particle size of less than 200 kDa, was determined by cryoEM, reaching to an atomic resolution of 3.8 Å. The complex structure captured a fully active conformation and revealed the important mechanisms of how the agonist bound receptor activated Gs protein.
These technological developments provide more opportunities to the structural biology community to discover mechanisms underlying such complicated machinery network, which would eventually benefit the structure-based drug discovery.
ContributorsZhu, Lan, Ph.D (Author) / Liu, Wei (Thesis advisor) / Mills, Jeremy (Committee member) / Stephanopoulos, Nicholas (Committee member) / Arizona State University (Publisher)
Created2019
Description
G protein-coupled receptors (GPCRs) are known to be modulated by membrane cholesterol levels, but whether or not the effects are caused by specific receptor-cholesterol interactions or cholesterol’s general effects on the membrane is not well-understood. Results from coarse-grained molecular dynamics (CGMD) simulations coupled and structural bioinformatics offer new insights into how cholesterol modulates GPCR function by showing cholesterol interactions with β2AR that agree with previously published data. Additionally, differential and specific cholesterol binding in the CCK receptor subfamily was observed while revealing a previously unreported Cholesterol Recognition Amino-acid Consensus (CRAC) sequence that is also conserved across 38% of class A GPCRs. Mutation of this conserved CRAC sequence of the β2AR affects cholesterol stabilization of the receptor in a lipid bilayer. Serial femtosecond crystallography (SFX) with X-ray free electron lasers (XFELs) has proven highly successful for structure determination of challenging membrane proteins crystallized in lipidic cubic phase, however, as most techniques, it has limitations. Using an optimized SFX experimental setup in a helium atmosphere we determined the room temperature structure of the adenosine A2A receptor (A2AAR) at 2.0 Å resolution and compared it with previous A2AAR structures determined in vacuum and/or at cryogenic temperatures. Specifically, we demonstrated the capability of utilizing high XFEL beam transmissions, in conjunction with a high dynamic range detector, to collect high-resolution SFX data while reducing crystalline material consumption and shortening the collection time required for a complete data set.
The results of these studies provide a better understanding of receptor-cholesterol interactions that can contribute to novel and improved therapeutics for a variety of diseases. Furthermore, the experimental setups presented herein can be applied to future molecular dynamics and SFX applications for protein nanocrystal samples to aid in structure-based discovery efforts of therapeutic targets that are difficult to crystallize.
The results of these studies provide a better understanding of receptor-cholesterol interactions that can contribute to novel and improved therapeutics for a variety of diseases. Furthermore, the experimental setups presented herein can be applied to future molecular dynamics and SFX applications for protein nanocrystal samples to aid in structure-based discovery efforts of therapeutic targets that are difficult to crystallize.
ContributorsGeiger, James (Author) / Liu, Wei (Thesis advisor) / Mills, Jeremy (Committee member) / Chiu, Po-Lin (Committee member) / Arizona State University (Publisher)
Created2020