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MULTISCALE MOLECULAR MODELING STUDIES OF THE DYNAMICS AND CATALYTIC MECHANISMS OF IRON(II)- AND ZINC(II)-DEPENDENT METALLOENZYMES

MULTISCALE MOLECULAR MODELING STUDIES OF THE DYNAMICS AND CATALYTIC MECHANISMS OF IRON(II)- AND ZINC(II)-DEPENDENT METALLOENZYMES
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Total Pages: 0
Release: 2023
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ISBN:

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Abstract : Enzymes are biological systems that aid in specific biochemical reactions. They lower the reaction barrier, thus speeding up the reaction rate. A detailed knowledge of enzymes will not be achievable without computational modeling as it offers insight into atomistic details and catalytic species, which are crucial to designing enzyme-specific inhibitors and impossible to gain experimentally. This dissertation employs advanced multiscale computational approaches to study the dynamics and reaction mechanisms of non-heme Fe(II) and 2-oxoglutarate (2OG) dependent oxygenases, including AlkB, AlkBH2, TET2, and KDM4E, involved in DNA and histone demethylation. It also focuses on Zn(II) dependent matrix metalloproteinase-1 (MMP-1), which helps collagen degradation. Chapter 2 investigates the substrate selectivity and dynamics on the enzyme-substrate complexes of DNA repair enzymes, AlkB and FTO. Chapter 3 unravels the mechanisms and effects of dynamics on the demethylation of 3-methylcytosine substrate by AlkB and AlkBH2 enzymes. The results imply that the nature of DNA and conformational dynamics influence the electronic structure of the iron center during demethylation. Chapter 4 delineates how second-coordination and long-range residue mutations affect the oxidation of 5-methylcytosine substrate to 5-hydroxymethylcytosine by TET2 enzyme. The results reveal that mutations affect DNA binding/interactions and the energetic contributions of residues stabilizing key catalytic species. Chapter 5 describes the reparation of unnatural alkylated substrates by TET2, their effects on second-coordination interactions and long-range correlated motions in TET2. The study reveals that post-hydroxylation reactions occur in aqueous solution outside the enzyme environment. Chapter 6 establishes how applying external electric fields (EEFs) enhances specificity of KDM4E for C-H over N-H activation during dimethylated arginine substrate demethylation. The results reveal that applying positive EEFs parallel to Fe=O bond enhances C-H activation rate, while inhibiting the N-H one. Chapter 7 addresses the formation of catalytically competent MMP-1·THP complex of MMP-1. The studies reveal the role of MMP-1's catalytic domain a-helices, the linker, and changes in coordination states of catalytic Zn(II) during the transition. Overall, the presented results contribute to the in-depth understanding of the fundamental mechanisms of the studied enzymes and provide a background for developing enzyme-specific inhibitors against the associated disorders and diseases.


Design and Evolution of Metalloenzymes Through Multi-scale Approaches

Design and Evolution of Metalloenzymes Through Multi-scale Approaches
Author: Crystal Edie Valdez
Publisher:
Total Pages: 226
Release: 2015
Genre:
ISBN:

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Natural metalloenzymes are often the most proficient catalysts in terms of their activity, selectivity, and ability to operate at mild conditions. However, metalloenzymes are occasionally surprising in their choice of catalytic metals, and in their responses to metal substitution. Indeed, from the isolated standpoint of producing the best catalyst, a chemist designing from first principles would likely choose a different metal. Due to competing evolutionary pressures, many natural enzymes may not have evolved to be ideal catalysts and can be improved for the isolated purpose of catalysis in vitro when the competing factors are removed. To improve and, in due course, design metalloenzymes, extensive sampling and proper treatment of the electronic structure of the bound metal(s), is required, while seamlessly merging the required techniques to assess energies and entropies, or their changes, for the entire system. Approaching these challenges with a multi-scale approach, the Alexandrova group has developed an accurate and efficient quantum mechanical/molecular mechanics (QM/MM) hybrid dynamics method to model metalloproteins called quantum mechanics/discrete molecular mechanics (QM/DMD). QM/DMD operates through an iterative scheme between QM and MM machineries. DMD is a flavor of molecular dynamics (MD) that approximates the continuous interaction potentials in classical MD with square-well potentials, course-graining the potentials and overall reducing the number of calculations needed. Due to these discretized potentials, DMD is driven by collision events rather than physical forces as in traditional MM and MD. Therefore, the user saves a tremendous amount of time with DMD by solving ballistic equations of motions rather than Newtonian equations of motions. This fast and efficient hybrid dynamics tools has allowed us to investigate various metal-dependent phenomena in natural metalloenzymes such as: 1) exploring Nature's curious choices for specific metals using two amide hydrolases that contain different metals as a case study, 2) examining protein conformational responses to substrate binding and metal replacement as showcased by the role of a flexible loop [beta]-lactamase in binding antibiotic substrates and 3) investigating how the species of the metal dictates the reaction mechanism in a pair acireductone dioxygenases (ARD/ARD'). Extending outside the realm of naturally occurring enzymes, our tools have the ability to span across formidable challenges such as metalloenzyme design, where stabilization of a transition state of the catalyzed reaction in the specific binding pocket around the metal needs to be achieved. QM/DMD was used in the redesign of a well-studied Zn2+ peptidase, carboxypeptidase A (CPA), an enzyme involved in the breakdown of proteins, with a slight preference for bulky hydrophobic groups. More specifically, the enzyme and substrate system were modified to create specific-specific binding and subsequent experiments proved the mutant to be catalytically active. Additionally, another tool called Eris-QM/DMD was formulated to better gauge the effect of mutation on protein structure during the design process. Eris is a stand-alone package that evaluates protein stability upon mutagenesis. Coupling the software to QM/DMD gives us the distinct advantage of accounting for the effect of the metal during protein alternations. With this diverse set of tools, our future ambitious goals are to install catalytically potent non-physiological metals into proteins. While nature is limited to operating with bio-available elements, some metals such as Ir, Pd, Sc, and Rh, which have been shown to be excellent catalysts, even surpassing physiological metals. If the catalytic activity of these non-physiological metals can be combined with the superb selectivity and mild operational conditions characteristic of proteins, new proficient enzymes may emerge. Another advantage to enzymatic catalysis, done either in vitro, or in vivo, is that it can be cheaper, "greener", and more efficient than synthetic catalysis. An early endeavor in this frontier of metalloenzyme design involves installing Pd2+ into an existing protein scaffold, specifically for intramolecular hydroarylation of C-C triple bonds to form coumarins.


Computational Investigation of the Catalytic and Structural Roles of Metals in Metalloenzymes

Computational Investigation of the Catalytic and Structural Roles of Metals in Metalloenzymes
Author: Rimsha Mehmood
Publisher:
Total Pages: 0
Release: 2021
Genre:
ISBN:

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Metalloenzymes capitalize on the unique roles of metal co-factors and protein scaffolds in catalyzing crucial chemical transformations at ambient conditions with exquisite selectivity. Some metalloenzymes exploit the redox properties of metal cofactors to catalyze challenging reactions, while others recruit metals for structural roles in stabilizing enzyme-substrate complexes. Although crystallography and spectroscopy provide foundational knowledge of the structure and reactivity of metalloenzymes, critical gaps remain in our understanding of the catalytic and structural role of metals in enzymes. Therefore, the use of novel computational tools to understand the role of metals and protein environment in dynamically promoting the reactivity and selectivity of metalloenzymes is of fundamental importance.


Multiscale Modeling of Metalloenzymes: Design and Evolution

Multiscale Modeling of Metalloenzymes: Design and Evolution
Author: Michael Nechay
Publisher:
Total Pages: 212
Release: 2017
Genre:
ISBN:

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With just a simple alphabet of natural amino acids and common metals, enzymes perform a spectacular number of reactions necessary for life on earth with enviable ease - with neither the extreme conditions nor chemical waste seen from many industrial reactors in human-developed catalysis. Principally, protein structure and related function is not well understood beyond being decisive for its unique selectivity and efficiency. A reliable treatment of larger protein movements/sampling coupled with precise quantum mechanical treatment of metals and bonds breaking/forming (multiscale) is still an open problem in Computational Chemistry. Metalloenzymes can be particularly challenging to model so we present some of the latest in multiscale modeling techniques. We have developed methods sensitive enough to study "selection" of similar metals in enzymes such as HDAC8, where previous literature failed to conclude which metal is active during in vivo catalysis, while fast enough to study larger protein movements including fold stability. Eminently, multiscale modeling opens the discussion of engineering enzymes to cater to modern day needs in catalysis. Society has not only developed needs in catalysis outside the scope of natural evolution (e.g., drug synthesis, energy conversion) but also has access to more of the periodic table than nature has had a chance to explore. Thus, combining the efficacy of natural enzymes with modern catalytic processes has enormous potential. We have studied iridium, a rare metal with thermodynamic advantages over other metals in promoting catalysis of hydroamination and transfer hydrogenation. In the context of an enzyme we predict catalytic rates near and even exceeding existing organometallic catalysts with further design for specificity available. We are in collaboration with an experimental group in designing a protein fold which both directly accommodates and uses iridium in catalysis. We hope these foundations will support metalloenzyme design efforts towards novel chemical transformations performed as efficiently and environmentally soundly as nature has shown us is possible.


MULTILEVEL COMPUTATIONAL INVESTIGATION INTO THE DYNAMICS AND REACTION MECHANISMS OF NON-HEME IRON AND 2-OXOGLUTARATE DEPENDENT ENZYMES

MULTILEVEL COMPUTATIONAL INVESTIGATION INTO THE DYNAMICS AND REACTION MECHANISMS OF NON-HEME IRON AND 2-OXOGLUTARATE DEPENDENT ENZYMES
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Total Pages: 0
Release: 2022
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ISBN:

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Abstract : Computational chemistry methods have been extensively applied to investigate biological systems. This dissertation utilizes a multilevel computational approach to explore the dynamics and reaction mechanisms of two groups of enzymes belonging to non-heme Fe(II) and 2-oxoglutarate (2OG) dependent superfamily - histone lysine demethylases from class 7 and ethylene forming enzyme (EFE). Chapter 2 uncovers the role of conformational dynamics in the substrate selectivity of histone lysine demethylases 7A and 7B. The molecular dynamics (MD) simulations of the two enzymes revealed the importance of linker flexibility and dynamics in relative orientations of the reader (PHD) and the catalytic (JmjC) domains. Chapter 3 describes the use of combined quantum mechanics/molecular mechanics (QM/MM) and MD simulations to explore the reaction mechanism of histone lysine demethylases 7B (PHF8), including dioxygen activation, 2OG binding modes, and substrate demethylation steps. Importantly, the calculations imply the rearrangement of the 2OG C-1 carboxylate prior to dioxygen binding at a five-coordination stage in catalysis, highlighting the dynamic nature of the non-heme Fe-center. Chapter 4 develops a computational framework for identifying second coordination sphere (SCS) and especially long range (LR) residues relevant for catalysis through dynamic cross correlation analysis (DCCA) using the PHF8 as a model oxygenase and explores their effects on the rate determining hydrogen atom transfer step. The results from the QM/MM calculations suggest that DCCA can identify non-active site residues relevant to catalysis. Chapter 5 explores the unique catalytic mechanism of EFE. In particular, the study elucidates the atomic and electronic structure determinants that distinguish between ethylene formation and L-Arg hydroxylation reaction mechanisms in the EFE. The results indicated that synergy between the conformation of L-Arg and the coordination mode of 2OG directs the reaction toward ethylene formation or L-Arg hydroxylation. Chapter 6 demonstrates that applying an external electric field (EEF) along the Fe-O bond in the EFE·Fe(III)·OO.-·2OG·L-Arg complex can switch the EFE reactivity between L-Arg hydroxylation and ethylene generation. Overall, applying an EEF on EFE indicates that making the intrinsic electric field of EFE less negative and stabilizing the off-line binding of 2OG might increase ethylene generation while reducing L-Arg hydroxylation. Chapter 7 probes the role of the protein environment in modulating the dioxygen diffusion and binding and thus ultimately contributing to the diverging reactivities of PHF8 and EFE. Overall, the results of this dissertation together highlight the several catalytic strategies utilized by the non-heme Fe(II) and 2OG dependent enzymes for achieving their reaction outcomes. In the longer term, the results can be used to modulate the activities of these enzymes either through enzyme redesign or the generation of enzyme-selective inhibitors.


Multiscale Modeling of Metalloproteins and Protonation Equilibria in Biomolecular Systems

Multiscale Modeling of Metalloproteins and Protonation Equilibria in Biomolecular Systems
Author: Patrick G. Blachly
Publisher:
Total Pages: 176
Release: 2014
Genre:
ISBN: 9781321138009

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A combination of classical and quantum mechanical approaches are described in Chapter 1 and utilized in this dissertation to study catalysis and allostery in the metalloprotein IspH, as well as to probe protonation equilibria in a variety of macromolecules. Chapters 2 and 3 are dedicated to characterizing the oxidized [4Fe-4S] IspH protein, which is biologically important as an antimicrobial drug target. In Chapter 2, the protonation states of active site residues in substrate-bound IspH are characterized using broken-symmetry density functional theory to provide a foundation for exploring IspH catalysis. Subsequently, a more coarse-grained approach is used in Chapter 3 to assess the internal motions of IspH, both with and without its substrate bound, using classical molecular dynamics. Both these studies reveal rational approaches for the design of novel IspH inhibitors. Chapters 4 and 5 deviate from the metalloprotein theme established in Chapters 2 and 3 to consider classical approaches for treating proton binding and unbinding in the context of molecular dynamics simulations. The ability of the constant pH molecular dynamics method to predict protein pKa values is assessed in Chapter 4 using an experimental test set comprising Staphylococcal nuclease variants. Building on this work, Chapter 5 provides proof of concept for the constant pH molecular dynamics method to obtain pH-dependent binding free energies in conjunction with Wyman's binding polynomial formalism.


2-Oxoglutarate-Dependent Oxygenases

2-Oxoglutarate-Dependent Oxygenases
Author: Christopher J Schofield
Publisher: Royal Society of Chemistry
Total Pages: 508
Release: 2015-05-06
Genre: Science
ISBN: 1849739501

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Since the discovery of the first examples of 2-oxoglutarate-dependent oxygenase-catalysed reactions in the 1960s, a remarkably broad diversity of alternate reactions and substrates has been revealed, and extensive advances have been achieved in our understanding of the structures and catalytic mechanisms. These enzymes are important agrochemical targets and are being pursued as therapeutic targets for a wide range of diseases including cancer and anemia. This book provides a central source of information that summarizes the key features of the essential group of 2-oxoglutarate-dependent dioxygenases and related enzymes. Given the numerous recent advances and biomedical interest in the field, this book aims to unite the latest research for those already working in the field as well as to provide an introduction for those newly approaching the topic, and for those interested in translating the basic science into medicinal and agricultural benefits. The book begins with four broad chapters that highlight critical aspects, including an overview of possible catalytic reactions, structures and mechanisms. The following seventeen chapters focus on carefully selected topics, each written by leading experts in the area. Readers will find explanations of rapidly evolving research, from the chemistry of isopenicillin N synthase to the oxidation mechanism of 5-methylcytosine in DNA by ten-eleven-translocase oxygenases.


Free Energy Calculations

Free Energy Calculations
Author: Christophe Chipot
Publisher: Springer Science & Business Media
Total Pages: 528
Release: 2007-01-08
Genre: Language Arts & Disciplines
ISBN: 3540384472

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Free energy constitutes the most important thermodynamic quantity to understand how chemical species recognize each other, associate or react. Examples of problems in which knowledge of the underlying free energy behaviour is required, include conformational equilibria and molecular association, partitioning between immiscible liquids, receptor-drug interaction, protein-protein and protein-DNA association, and protein stability. This volume sets out to present a coherent and comprehensive account of the concepts that underlie different approaches devised for the determination of free energies. The reader will gain the necessary insight into the theoretical and computational foundations of the subject and will be presented with relevant applications from molecular-level modelling and simulations of chemical and biological systems. Both formally accurate and approximate methods are covered using both classical and quantum mechanical descriptions. A central theme of the book is that the wide variety of free energy calculation techniques available today can be understood as different implementations of a few basic principles. The book is aimed at a broad readership of graduate students and researchers having a background in chemistry, physics, engineering and physical biology.


Globins and Other Nitric Oxide-Reactive Proteins, Part A

Globins and Other Nitric Oxide-Reactive Proteins, Part A
Author: Robert K. Poole
Publisher: Elsevier
Total Pages: 673
Release: 2011-09-02
Genre: Science
ISBN: 008056044X

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The critically acclaimed laboratory standard for more than forty years, Methods in Enzymology is one of the most highly respected publications in the field of biochemistry. Since 1955, each volume has been eagerly awaited, frequently consulted, and praised by researchers and reviewers alike. Now with over 400 volumes (all of them still in print), the series contains much material still relevant today—truly an essential publication for researchers in all fields of life sciences. Methods in Enzymology is now available online at ScienceDirect — full-text online of volumes 1 onwards. For more information about the Elsevier Book Series on ScienceDirect Program, please visit: http://www.info.sciencedirect.com/bookseries/This volume features methods for the study of globin and other nitric oxide-reactive proteins.


Sensors in Water Pollutants Monitoring: Role of Material

Sensors in Water Pollutants Monitoring: Role of Material
Author: D. Pooja
Publisher: Springer Nature
Total Pages: 319
Release: 2019-10-24
Genre: Technology & Engineering
ISBN: 981150671X

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This book discusses the sensitivity, selectivity, and response times of different sensor materials and their potential application in the design of portable sensor systems for monitoring water pollutants and remediation systems. Beginning with an overview on water pollutants and analytical methods for their detection, the book then moves on to describing the advances in sensor materials research, and the scope for their use in different types of sensors. The book lays emphasis on techniques such as colorimetric, fluorescence, electrochemical, and biological sensing of conventional and emerging pollutants. This book will serve as a handy guide for students, researchers, and professional engineers working in the field of sensor systems for monitoring water pollutants to address various challenges.