Matching Items (143)
Description
Phytochromes are a family of photoreceptors that control light responses of plants, fungi and bacteria. A sequence of structural changes, which is not yet fully understood, leads to activation of an output domain. Time-resolved serial femtosecond crystallography (SFX) can potentially shine light on these conformational changes. Here we report the room temperature crystal structure of the chromophore-binding domains of the Deinococcus radiodurans phytochrome at 2.1 Å resolution. The structure was obtained by serial femtosecond X-ray crystallography from microcrystals at an X-ray free electron laser. We find overall good agreement compared to a crystal structure at 1.35 Å resolution derived from conventional crystallography at cryogenic temperatures, which we also report here. The thioether linkage between chromophore and protein is subject to positional ambiguity at the synchrotron, but is fully resolved with SFX. The study paves the way for time-resolved structural investigations of the phytochrome photocycle with time-resolved SFX.
ContributorsEdlund, Petra (Author) / Takala, Heikki (Author) / Claesson, Elin (Author) / Henry, Leocadie (Author) / Dods, Robert (Author) / Lehtivuori, Heli (Author) / Panman, Matthijs (Author) / Pande, Kanupriya (Author) / White, Thomas (Author) / Nakane, Takanori (Author) / Berntsson, Oskar (Author) / Gustavsson, Emil (Author) / Bath, Petra (Author) / Modi, Vaibhav (Author) / Roy Chowdhury, Shatabdi (Author) / Zook, James (Author) / Berntsen, Peter (Author) / Pandey, Suraj (Author) / Poudyal, Ishwor (Author) / Tenboer, Jason (Author) / Kupitz, Christopher (Author) / Barty, Anton (Author) / Fromme, Petra (Author) / Koralek, Jake D. (Author) / Tanaka, Tomoyuki (Author) / Spence, John (Author) / Liang, Mengning (Author) / Hunter, Mark S. (Author) / Boutet, Sebastien (Author) / Nango, Eriko (Author) / Moffat, Keith (Author) / Groenhof, Gerrit (Author) / Ihalainen, Janne (Author) / Stojkovic, Emina A. (Author) / Schmidt, Marius (Author) / Westenhoff, Sebastian (Author) / College of Liberal Arts and Sciences (Contributor) / School of Molecular Sciences (Contributor) / Biodesign Institute (Contributor) / Applied Structural Discovery (Contributor) / Department of Physics (Contributor)
Created2016-10-19
Description
Antibodies are essential for structural determinations and functional studies of membrane proteins, but antibody generation is limited by the availability of properly-folded and purified antigen. We describe the first application of genetic immunization to a structurally diverse set of membrane proteins to show that immunization of mice with DNA alone produced antibodies against 71% (n = 17) of the bacterial and viral targets. Antibody production correlated with prior reports of target immunogenicity in host organisms, underscoring the efficiency of this DNA-gold micronanoplex approach. To generate each antigen for antibody characterization, we also developed a simple in vitro membrane protein expression and capture method. Antibody specificity was demonstrated upon identifying, for the first time, membrane-directed heterologous expression of the native sequences of the FopA and FTT1525 virulence determinants from the select agent Francisella tularensis SCHU S4. These approaches will accelerate future structural and functional investigations of therapeutically-relevant membrane proteins.
ContributorsHansen, Debra (Author) / Robida, Mark (Author) / Craciunescu, Felicia (Author) / Loskutov, Andrey (Author) / Dorner, Katerina (Author) / Rodenberry, John-Charles (Author) / Wang, Xiao (Author) / Olson, Tien (Author) / Patel, Hetal (Author) / Fromme, Petra (Author) / Sykes, Kathryn (Author) / Biodesign Institute (Contributor) / Innovations in Medicine (Contributor) / Applied Structural Discovery (Contributor) / College of Liberal Arts and Sciences (Contributor) / School of Molecular Sciences (Contributor)
Created2016-02-24
Description
Serial femtosecond crystallography (SFX) using X-ray free-electron laser sources is an emerging method with considerable potential for time-resolved pump-probe experiments. Here we present a lipidic cubic phase SFX structure of the light-driven proton pump bacteriorhodopsin (bR) to 2.3 Å resolution and a method to investigate protein dynamics with modest sample requirement. Time-resolved SFX (TR-SFX) with a pump-probe delay of 1 ms yields difference Fourier maps compatible with the dark to M state transition of bR. Importantly, the method is very sample efficient and reduces sample consumption to about 1 mg per collected time point. Accumulation of M intermediate within the crystal lattice is confirmed by time-resolved visible absorption spectroscopy. This study provides an important step towards characterizing the complete photocycle dynamics of retinal proteins and demonstrates the feasibility of a sample efficient viscous medium jet for TR-SFX.
ContributorsNogly, Przemyslaw (Author) / Panneels, Valerie (Author) / Nelson, Garrett (Author) / Gati, Cornelius (Author) / Kimura, Tetsunari (Author) / Milne, Christopher (Author) / Milathianaki, Despina (Author) / Kubo, Minoru (Author) / Wu, Wenting (Author) / Conrad, Chelsie (Author) / Coe, Jesse (Author) / Bean, Richard (Author) / Zhao, Yun (Author) / Bath, Petra (Author) / Dods, Robert (Author) / Harimoorthy, Rajiv (Author) / Beyerlein, Kenneth R. (Author) / Rheinberger, Jan (Author) / James, Daniel (Author) / Deponte, Daniel (Author) / Li, Chufeng (Author) / Sala, Leonardo (Author) / Williams, Garth J. (Author) / Hunter, Mark S. (Author) / Koglin, Jason E. (Author) / Berntsen, Peter (Author) / Nango, Eriko (Author) / Iwata, So (Author) / Chapman, Henry N. (Author) / Fromme, Petra (Author) / Frank, Matthias (Author) / Abela, Rafael (Author) / Boutet, Sebastien (Author) / Barty, Anton (Author) / White, Thomas A. (Author) / Weierstall, Uwe (Author) / Spence, John (Author) / Neutze, Richard (Author) / Schertler, Gebhard (Author) / Standfuss, Jorg (Author) / College of Liberal Arts and Sciences (Contributor) / Department of Physics (Contributor) / Department of Chemistry and Biochemistry (Contributor) / Biodesign Institute (Contributor) / Applied Structural Discovery (Contributor) / School of Molecular Sciences (Contributor)
Created2016-08-22
Description
In this paper, I explore practical applications of neural networks for automated skin lesion identification. The visual characteristics are of primary importance in the recognition of skin diseases, hence, the development of deep neural network models proven capable of classifying skin lesions can potentially change the face of modern medicine by extending the availability and lowering the cost of diagnostic care. Previous work has demonstrated the effectiveness of convolutional neural networks in image classification in general, with even higher accuracy achievable by data augmentation techniques, such as cropping, rotating, and flipping input images, along with more advanced computationally intensive approaches. In this research, I provide an overview of Convolutional Neural Networks (CNN) and CNN implementation with TensorFlow and Keras API in context of image recognition and classification. I also experiment with custom convolutional neural network model architecture trained using HAM10000 dataset. The dataset used for the case study is obtained from Harvard Dataverse and is maintained by Medical University of Vienna. The HAM10000 dataset is a large collection of multi-source dermatoscopic images of common pigmented skin lesions and is available for academic research under Creative Commons Attribution-Noncommercial 4.0 International Public License. With over ten thousand dermatoscopic images of seven classes of benign and malignant skin lesions, the dataset is substantial for academic machine learning purposes for multiclass image classification. I discuss the successes and shortcomings of the model in respect to its application to the dataset.
ContributorsKaraliova, Natallia (Author) / Bansal, Ajay (Thesis director) / Gonzalez-Sanchez, Javier (Committee member) / Software Engineering (Contributor) / Barrett, The Honors College (Contributor)
Created2019-05
Description
Developments in structural biology has led to advancements in drug design and vaccine development. By better understanding the macromolecular structure, rational choices can be made to improve factors in such as binding affinity, while reducing promiscuity and off-target interactions, improving the medicines of tomorrow. The majority of diseases have a macromolecular basis where rational drug development can make a large impact. Two challenging protein targets of different medical relevance have been investigated at different stages of determining their structures with the ultimate goal of advancing in drug development. The first protein target is the CapBCA membrane protein complex, a virulence factor from the bacterium Francisella tularensis and the causative agent of tularemia and classified as a potential bioterrorism weapon by the United States. Purification of the individual protein targets from the CapBCA complex is a key and challenging step that has been, so far, a limiting factor towards the structure determination of the whole complex. Here, the purification protocols for the CapB and CapC subunits have been establish, which will allow us to progress towards biophysical and structural studies. The second protein target investigated in this thesis is the catalytically active Taspase1. Taspase1 functions as a non-oncogene addiction protease that coordinates cancer cell proliferation and apoptosis and has been found to be overexpressed in many primary human cancers. Here the structure is presented to 3.04A with the goal of rational drug design of Taspase1 inhibitors. Development of Taspase1 inhibitors has no completion in the drug discovery arena and would function as a new anti-cancer therapeutic. Solving the structures of medically relevant proteins such as these is critical towards rapidly developing treatments and prevention of old and new diseases.
ContributorsJernigan, Rebecca J. (Author) / Fromme, Petra (Thesis director) / Hansen, Debra T. (Committee member) / Martin-Garcia, Jose M. (Committee member) / School of Molecular Sciences (Contributor) / School of Life Sciences (Contributor) / Barrett, The Honors College (Contributor)
Created2020-05
Description
Industrial interest in electrocatalytic production of hydrogen has stimulated considerable research in understanding hydrogenases, the biological catalysts for proton reduction, and related synthetic mimics. Structurally closely related complexes are often synthesized to define structure-function relationships and optimize catalysis. However, this process can also lead to drastic and unpredictable changes in the catalytic behavior. In this paper, we use density functional theory calculations to identify changes in the electronic structure of [Ni(bdt)(dppf)] (bdt = 1,2-benzenedithiolate, dppf = 1,1ʹ-bis(diphenylphosphino)ferrocene) relative to [Ni(tdt)(dppf)] (tdt = toluene-3,4-dithiol) as a means to explain the substantially reduced electrocatalytic activity of the tdt complex. An increased likelihood of protonation at the sulfur sites of the tdt complex relative to the Ni is revealed. This decreased propensity of metal protonation may lead to less efficient metal-hydride production and subsequently catalysis.
ContributorsHerringer, Nicholas Stephen (Author) / Jones, Anne (Thesis director) / Mujica, Vladimiro (Committee member) / Pilarisetty, Tarakeshwar (Committee member) / School of Molecular Sciences (Contributor) / Barrett, The Honors College (Contributor)
Created2018-05
Description
There is an ever-increasing need in the world to develop a source of fuel that is clean, renewable and feasible in terms of production and implementation. Hydrogen gas presents a possible solution to these energy needs, particularly if given a way to produce hydrogen gas efficiently. Biological hydrogen (biohydrogen) production presents a potential way to do just this. It is known that hydrogenases are active in wild-type algal photosynthesis pathways but are only active in anoxic environments, where they serve as electron sinks and compete poorly for electrons from photosystem I. To circumvent these issues, a psaC-hydA1 fusion gene was designed and incorporated into a plasmid that was then used to transform hydrogenase-free Chlamydomonas reinhardtii mutants. Results obtained suggest that the psaC-hydA1 gene completely replaced the wild-type psaC gene in the chloroplast genome and the fusion was expressed in the algal cells. Western blotting verified the presence of the HydA1-PsaC fusion proteins in the transformed cells, P700 photobleaching suggested the normal assembly of FA/FB clusters in PsaC-HydA1, and PSII fluorescence data suggested that HydA1 protein limited photosynthetic electron transport flow in the fusion. Hydrogen production was measured in dark, high light, and under maximal reducing conditions. In all conditions, the wild-type algal strain (with a normal PsaC protein) exhibited higher rates of hydrogen production in the light over 2 hours than the WT strain, though both strains produced similar rates in the dark.
ContributorsSmith, Alec (Author) / Redding, Kevin (Thesis director) / Jones, Anne (Committee member) / Vermaas, Willem (Committee member) / School of Molecular Sciences (Contributor) / Sanford School of Social and Family Dynamics (Contributor) / Barrett, The Honors College (Contributor)
Created2017-12
Description
Structure is a critical component in drug development. This project supports antibody- facilitated structure determination for the following eleven membrane proteins: the human histamine and dopamine G protein-coupled receptors (HRH4 and DRD2) involved in a wide variety of pathologies such as allergies, inflammation, asthma, pain along with Parkinson's and schizophrenia respectively, the human cystic fibrosis transmembrane conductance regulator (CFTR), the human NaV1.8 voltage-gated sodium ion channel, the human TPC2 two-pore channel, the SARS virus proteins 3a, E and M, the MERS virus protein E and M, and the malarial chloroquine resistance transporter (PfCRT). Serum antibodies against these proteins were generated by genetic immunization, and both in vitro and in vivo expressed membrane proteins were created to characterize the serum antibodies. Plasmid clones were generated for genetic immunization, in vitro protein expression, and in vivo expression (HEK293T transfection). Serum antibodies were generated by genetic immunization of mice by gene gun. Genetic immunization promotes an immune response that allows for the generation of antibodies in the absence of purified protein. In vitro expression was accomplished through the novel technique: in vitro translation with hydrophobic magnetic beads (IVT-HMB). Transfections were performed using the HEK293T cell line to express the protein in vivo. The generated protein was then used in gel electrophoresis and silver stain and/or Western blot analyses to identify and visualize the proteins. These expressed proteins will allow for forthcoming characterization of the generated antibodies. The resulting antibodies will in turn enable structure determination of these important membrane proteins by co-crystallization.
ContributorsDrotar, Beniamin (Author) / Fromme, Petra (Thesis director) / Hansen, Debra T. (Committee member) / School of Molecular Sciences (Contributor) / Barrett, The Honors College (Contributor)
Created2017-05
Description
Heliobacterium modesticaldum (H. modesticaldum) is an anaerobic photoheterotroph that can produce molecular hydrogen (H2) when it is fixing dinitrogen (N2). In addition, electrons can be injected into this organism via an electrode and redox mediator in a light-dependent fashion, as shown recently by the Redding and Jones research groups. These factors make H. modesticaldum an ideal organism for use in a microbial photoelectrosynthesis cell, in which electricity can be used to power specific metabolic processes that produce a desired compound (e.g. H2). However, the injection of electrons into this organism is not optimal, which may limit the H2 production rate. There is a gene (HM1_0653) in the genome encoding a multi-heme cytochrome c that is similar to the proteins known to be used for exit of electrons in the well- known electrode-respiring bacteria (e.g. Geobacteria). RNA-sequencing in the Redding lab has shown that the HM1_0653 gene is very poorly expressed in H. modesticaldum. Boosting expression of this cytochrome could lead to faster electron transfer into the cells and thereby more H2 production via photoelectrosynthesis. In order to gain a deeper understanding of this protein, it was expressed in E.coli by two different versions: (1) the entire gene and (2) a truncated gene with an additional hexahistidine tag (truncHM1_0653). Both cultures had a pink color, indicating the biosynthesis of cytochrome. It was discovered that the HM1_0653 protein was likely released into the medium and shows the most promise for ease of purification of HM1_0653. Furthermore, we explored protein expression in H. modesticaldum using the current transformation system in the Redding Lab, but the combination of gene toxicity and copy number of the vector resulted in cloning difficulties in E.coli. An alternative vector may prove more successful.
ContributorsHerrera-Theut, Kathryn Ann (Author) / Redding, Kevin (Thesis director) / Jones, Anne (Committee member) / Torres, Cesar (Committee member) / School of Molecular Sciences (Contributor) / Barrett, The Honors College (Contributor)
Created2017-05
Description
Currently, students at Arizona State University are restricted to cards when using their college's local currency. This currency, Maroon and Gold dollars (M&G), is a primary source of meal plans for many students. When relying on card readers, students risk security and convenience. The security is risked due to the constant student id number on each card. A student's identification number never changes and is located on each card. If the student loses their card, their account information is permanently compromised. Convenience is an issue because, currently, students must make a purchase in order to see their current account balance. Another major issue is that businesses must purchase external hardware in order to use the M&G System. An online or mobile system would eliminate the need for a physical card and allow businesses to function without external card readers. Such a system would have access to financial information of businesses and students at ASU. Thus, the system require severe scrutiny by a well-trusted team of professionals before being implemented. My objective was to help bring such a system to life. To do this, I decided to make a mobile application prototype to serve as a baseline and to demonstrate the features of such a system. As a baseline, it needed to have a realistic, professional appearance, with the ability to accurately demonstrate feature functionality. Before developing the app, I set out to determine the User Interactions and User Experience designs (UI/UX) by conducting a series of informal interviews with local students and businesses. After the designs were finalized, I started implementation of the actual application in Android Studio. This creative project consists of a mobile application, a contained database, a GUI (Graphics User Interface) prototype, and a technical document.
ContributorsReigel, Justin Bryce (Author) / Bansal, Ajay (Thesis director) / Lindquist, Timothy (Committee member) / Software Engineering (Contributor) / Barrett, The Honors College (Contributor)
Created2016-05