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Eberhart ME, Alexandrova AN, Ajmera P, Bím D, Chaturvedi SS, Vargas S, Wilson TR. Methods for Theoretical Treatment of Local Fields in Proteins and Enzymes. Chem Rev 2025; 125:3772-3813. [PMID: 39993955 DOI: 10.1021/acs.chemrev.4c00471] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/26/2025]
Abstract
Electric fields generated by protein scaffolds are crucial in enzymatic catalysis. This review surveys theoretical approaches for detecting, analyzing, and comparing electric fields, electrostatic potentials, and their effects on the charge density within enzyme active sites. Pioneering methods like the empirical valence bond approach rely on evaluating ionic and covalent resonance forms influenced by the field. Strategies employing polarizable force fields also facilitate field detection. The vibrational Stark effect connects computational simulations to experimental Stark spectroscopy, enabling direct comparisons. We highlight how protein dynamics induce fluctuations in local fields, influencing enzyme activity. Recent techniques assess electric fields throughout the active site volume rather than only at specific bonds, and machine learning helps relate these global fields to reactivity. Quantum theory of atoms in molecules captures the entire electron density landscape, providing a chemically intuitive perspective on field-driven catalysis. Overall, these methodologies show protein-generated fields are highly dynamic and heterogeneous, and understanding both aspects is critical for elucidating enzyme mechanisms. This holistic view empowers rational enzyme engineering by tuning electric fields, promising new avenues in drug design, biocatalysis, and industrial applications. Future directions include incorporating electric fields as explicit design targets to enhance catalytic performance and biochemical functionalities.
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Affiliation(s)
- Mark E Eberhart
- Chemistry Department, Colorado School of Mines, 1500 Illinois Street, Golden, Colorado 80401, United States
| | - Anastassia N Alexandrova
- Department of Chemistry, and Biochemistry, University of California, Los Angeles, Los Angeles, California 90095, United States
| | - Pujan Ajmera
- Department of Chemistry, and Biochemistry, University of California, Los Angeles, Los Angeles, California 90095, United States
| | - Daniel Bím
- Department of Physical Chemistry, University of Chemistry and Technology, Prague 166 28, Czech Republic
| | - Shobhit S Chaturvedi
- Department of Chemistry, and Biochemistry, University of California, Los Angeles, Los Angeles, California 90095, United States
| | - Santiago Vargas
- Department of Chemistry, and Biochemistry, University of California, Los Angeles, Los Angeles, California 90095, United States
| | - Timothy R Wilson
- Chemistry Department, Colorado School of Mines, 1500 Illinois Street, Golden, Colorado 80401, United States
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2
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Fang H, Li M, Yang J, Ma S, Zhang L, Yang H, Tang Q, Cao J, Yang W. Repressing iron overload ameliorates central post-stroke pain via the Hdac2-Kv1.2 axis in a rat model of hemorrhagic stroke. Neural Regen Res 2024; 19:2708-2722. [PMID: 38595289 PMCID: PMC11168507 DOI: 10.4103/nrr.nrr-d-23-01498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 11/21/2023] [Accepted: 02/04/2024] [Indexed: 04/11/2024] Open
Abstract
JOURNAL/nrgr/04.03/01300535-202412000-00027/figure1/v/2024-04-08T165401Z/r/image-tiff Thalamic hemorrhage can lead to the development of central post-stroke pain. Changes in histone acetylation levels, which are regulated by histone deacetylases, affect the excitability of neurons surrounding the hemorrhagic area. However, the regulatory mechanism of histone deacetylases in central post-stroke pain remains unclear. Here, we show that iron overload leads to an increase in histone deacetylase 2 expression in damaged ventral posterolateral nucleus neurons. Inhibiting this increase restored histone H3 acetylation in the Kcna2 promoter region of the voltage-dependent potassium (Kv) channel subunit gene in a rat model of central post-stroke pain, thereby increasing Kcna2 expression and relieving central pain. However, in the absence of nerve injury, increasing histone deacetylase 2 expression decreased Kcna2 expression, decreased Kv current, increased the excitability of neurons in the ventral posterolateral nucleus area, and led to neuropathic pain symptoms. Moreover, treatment with the iron chelator deferiprone effectively reduced iron overload in the ventral posterolateral nucleus after intracerebral hemorrhage, reversed histone deacetylase 2 upregulation and Kv1.2 downregulation, and alleviated mechanical hypersensitivity in central post-stroke pain rats. These results suggest that histone deacetylase 2 upregulation and Kv1.2 downregulation, mediated by iron overload, are important factors in central post-stroke pain pathogenesis and could serve as new targets for central post-stroke pain treatment.
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Affiliation(s)
- He Fang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province, China
| | - Mengjie Li
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province, China
| | - Jingchen Yang
- Department of Molecular Neuropathology, Beijing Neurosurgical Institute, Capital Medical University, Beijing, China
| | - Shunping Ma
- Department of Nutrition, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province, China
| | - Li Zhang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province, China
| | - Hongqi Yang
- Department of Neurology, Henan Provincial People’s Hospital, Zhengzhou, Henan Province, China
| | - Qiongyan Tang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province, China
| | - Jing Cao
- Department of Human Anatomy, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou, Henan Province, China
- Neuroscience Research Institute, Zhengzhou University Academy of Medical Sciences, Zhengzhou, Henan Province, China
| | - Weimin Yang
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan Province, China
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3
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Maitra A, Lake WR, Mohamed A, Edington SC, Das P, Thompson BC, Hammes-Schiffer S, Johnson M, Dawlaty JM. Measuring the Electric Fields of Ions Captured in Crown Ethers. J Phys Chem Lett 2024; 15:7458-7465. [PMID: 39008844 DOI: 10.1021/acs.jpclett.4c01303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/17/2024]
Abstract
Controlling reactivity with electric fields is a persistent challenge in chemistry. One approach is to tether ions at well-defined locations near a reactive center. To quantify fields arising from ions, we report crown ethers that capture metal cations as field sources and a covalently bound vibrational Stark shift probe as a field sensor. We use experiments and computations in both the gas and liquid phases to quantify the vibrational frequencies of the probe and estimate the electric fields from the captured ions. Cations, in general, blue shift the probe frequency, with effective fields estimated to vary in the range of ∼0.2-3 V/nm in the liquid phase. Comparison of the gas and liquid phase data provides insight into the effects of mutual polarization of the molecule and solvent and screening of the ion's field. These findings reveal the roles of charge, local screening, and geometry in the design of tailored electric fields.
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Affiliation(s)
- Anwesha Maitra
- Department of Chemistry, University of Southern California, Los Angeles, California 90089, United States
| | - William R Lake
- Department of Chemistry, Yale University, New Haven, Connecticut 06520, United States
| | - Ahmed Mohamed
- Department of Chemistry, Yale University, New Haven, Connecticut 06520, United States
| | - Sean C Edington
- Department of Molecular, Cellular, and Biomedical Sciences and Department of Chemistry, University of New Hampshire, Durham, New Hampshire 03824, United States
| | - Pratyusha Das
- Department of Chemistry, University of Southern California, Los Angeles, California 90089, United States
| | - Barry C Thompson
- Department of Chemistry and Loker Hydrocarbon Institute, University of Southern California, Los Angeles, California 90089, United States
| | - Sharon Hammes-Schiffer
- Department of Chemistry, Princeton University, Princeton, New Jersey 08544, United States
| | - Mark Johnson
- Department of Chemistry, Yale University, New Haven, Connecticut 06520, United States
| | - Jahan M Dawlaty
- Department of Chemistry, University of Southern California, Los Angeles, California 90089, United States
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4
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Shamsi A, Khan MS, Yadav DK, Shahwan M. Structure-based screening of FDA-approved drugs identifies potential histone deacetylase 3 repurposed inhibitor: molecular docking and molecular dynamic simulation approaches. Front Pharmacol 2024; 15:1424175. [PMID: 39005934 PMCID: PMC11239971 DOI: 10.3389/fphar.2024.1424175] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2024] [Accepted: 06/05/2024] [Indexed: 07/16/2024] Open
Abstract
Histone deacetylase 3 (HDAC3) is a member of the histone deacetylase family that has emerged as a crucial target in the quest for novel therapeutic interventions against various complex diseases, including cancer. The repositioning of FDA-approved drugs presents a promising avenue for the rapid discovery of potential HDAC3 inhibitors. In this study, we performed a structure-based virtual screening of FDA-approved drugs obtained from DrugBank. Candidate hits were selected based on their binding affinities and interactions with HDAC3. These promising hits were then subjected to a comprehensive assessment of their biological properties and drug profiles. Our investigation identified two FDA-approved drugs, Imatinib and Carpipramine, characterized by their exceptional affinity and specificity for the binding pocket of HDAC3. These molecules demonstrated a strong preference for HDAC3 binding site and formed interactions with functionally significant residues within the active site pocket. To gain deeper insights into the binding dynamics, structural stability, and interaction mechanisms, we performed molecular dynamics (MD) simulations spanning 300 nanoseconds (ns). The results of MD simulations indicated that Imatinib and Carpipramine stabilized the structure of HDAC3 and induced fewer conformational changes. Taken together, the findings from this study suggest that Imatinib and Carpipramine may offer significant therapeutic potential for treating complex diseases, especially cancer.
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Affiliation(s)
- Anas Shamsi
- Center for Medical and Bio-Allied Health Sciences Research, Ajman University, Ajman, United Arab Emirates
| | - Mohd Shahnawaz Khan
- Department of Biochemistry, College of Science, King Saud University, Riyadh, Saudi Arabia
| | - Dharmendra Kumar Yadav
- Department of Pharmacy, College of Pharmacy, Gachon Institute of Pharmaceutical Science, Gachon University, Incheon, Republic of Korea
| | - Moyad Shahwan
- Center for Medical and Bio-Allied Health Sciences Research, Ajman University, Ajman, United Arab Emirates
- Department of Clinical Sciences, College of Pharmacy and Health Sciences, Ajman University, Ajman, United Arab Emirates
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5
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Khatun S, Bhagat RP, Amin SA, Jha T, Gayen S. Density functional theory (DFT) studies in HDAC-based chemotherapeutics: Current findings, case studies and future perspectives. Comput Biol Med 2024; 175:108468. [PMID: 38657469 DOI: 10.1016/j.compbiomed.2024.108468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2023] [Revised: 04/08/2024] [Accepted: 04/09/2024] [Indexed: 04/26/2024]
Abstract
Density Functional Theory (DFT) is a quantum chemical computational method used to predict and analyze the electronic properties of atoms, molecules, and solids based on the density of electrons rather than wavefunctions. It provides insights into the structure, bonding, and behavior of different molecules, including those involved in the development of chemotherapeutic agents, such as histone deacetylase inhibitors (HDACis). HDACs are a wide group of metalloenzymes that facilitate the removal of acetyl groups from acetyl-lysine residues situated in the N-terminal tail of histones. Abnormal HDAC recruitment has been linked to several human diseases, especially cancer. Therefore, it has been recognized as a prospective target for accelerating the development of anticancer therapies. Researchers have studied HDACs and its inhibitors extensively using a combination of experimental methods and diverse in-silico approaches such as machine learning and quantitative structure-activity relationship (QSAR) methods, molecular docking, molecular dynamics, pharmacophore mapping, and more. In this context, DFT studies can make significant contribution by shedding light on the molecular properties, interactions, reaction pathways, transition states, reactivity and mechanisms involved in the development of HDACis. This review attempted to elucidate the scope in which DFT methodologies may be used to enhance our comprehension of the molecular aspects of HDAC inhibitors, aiding in the rational design and optimization of these compounds for therapeutic applications in cancer and other ailments. The insights gained can guide experimental efforts toward developing more potent and selective HDAC inhibitors.
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Affiliation(s)
- Samima Khatun
- Laboratory of Drug Design and Discovery, Department of Pharmaceutical Technology, Jadavpur University, Kolkata, 700032, India
| | - Rinki Prasad Bhagat
- Laboratory of Drug Design and Discovery, Department of Pharmaceutical Technology, Jadavpur University, Kolkata, 700032, India
| | - Sk Abdul Amin
- Department of Pharmaceutical Technology, JIS University, 81, Nilgunj Road, Agarpara, Kolkata, West Bengal, India
| | - Tarun Jha
- Natural Science Laboratory, Division of Medicinal and Pharmaceutical Chemistry, Department of Pharmaceutical Technology, Jadavpur University, Kolkata 700032, India
| | - Shovanlal Gayen
- Laboratory of Drug Design and Discovery, Department of Pharmaceutical Technology, Jadavpur University, Kolkata, 700032, India.
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6
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Meyer KAE, Garand E. The impact of solvation on the structure and electric field strength in Li +GlyGly complexes. Phys Chem Chem Phys 2024; 26:12406-12421. [PMID: 38623633 DOI: 10.1039/d3cp06264c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/17/2024]
Abstract
To scrutinise the impact of electric fields on the structure and vibrations of biomolecules in the presence of water, we study the sequential solvation of lithium diglycine up to three water molecules with cryogenic infrared action spectroscopy. Conformer-specific IR-IR spectroscopy and H2O/D2O isotopic substitution experiments provide most of the information required to decipher the structure of the observed conformers. Additional confirmation is provided by scaled harmonic vibrational frequency calculations using MP2 and DFT. The first water molecule is shown to bind to the Li+ ion, which weakens the electric field experienced by the peptide and as a consequence, also the strength of an internal NH⋯NH2 hydrogen bond in the diglycine backbone. The strength of this hydrogen bond decreases approximately linearly with the number of water molecules as a result of the decreasing electric field strength and coincides with an increase in the number of conformers observed in our spectra. The addition of two water molecules is already sufficient to change the preferred conformation of the peptide backbone, allowing for Li+ coordination to the lone pair of the terminal amine group.
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Affiliation(s)
- Katharina A E Meyer
- University of Wisconsin-Madison, Department of Chemistry, 1101 University Ave, Madison, WI 53706, USA.
| | - Etienne Garand
- University of Wisconsin-Madison, Department of Chemistry, 1101 University Ave, Madison, WI 53706, USA.
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7
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Yildiz I, Yildiz BS. Computational Analysis of Histone Deacetylase 10 Mechanism by the ONIOM Method: A Complementary Approach to X-ray and Kinetics Studies. ACS OMEGA 2022; 7:6393-6402. [PMID: 35224400 PMCID: PMC8868106 DOI: 10.1021/acsomega.1c07055] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/14/2021] [Accepted: 02/01/2022] [Indexed: 06/14/2023]
Abstract
Histone deacetylase 10 (HDAC 10) catalyzes deacetylation of N8-acetylspermidine into spermidine in the cytosolic region of eukaryotic cells. Inhibition of HDAC 10 has clinical importance in certain types of cancers. Recently, X-ray crystal structures corresponding to the substrate-bound, tetrahedral intermediate-bound, and product-bound enzymes have been resolved using variant forms of humanized HDAC 10. Based on these structures, it was proposed that Y307 residue polarizes the carbonyl of the acetyl group in N8-acetylspermidine together with a zinc atom, which is coordinated by D174, H176, D267, and an H2O molecule. The H2O molecule undergoes nucleophilic addition to the carbonyl carbon of N8-acetylspermidine to form the tetrahedral intermediate. During this process, it is suggested that H136 acts as a general base to deprotonate the H2O molecule. It is further proposed that the protonation of the amide N atom of the tetrahedral intermediate by H137 causes the deacetylation forming the final products, spermidine and acetate ion. In this study, computational models based on the ONIOM method were employed to study the proposed mechanism for the two steps of the deacetylation process based on the crystal structure of the substrate-bound enzyme. The energy profiles of each step as well as the roles of the active site residues were investigated for the catalysis. The calculated activation barrier is in good agreement with the reported kcat value.
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Affiliation(s)
- Ibrahim Yildiz
- Chemistry
Department, Khalifa University, P.O. Box 127788, Abu Dhabi, United Arab Emirates
| | - Banu Sizirici Yildiz
- CIVE
Department, Khalifa University, P.O. Box 127788, Abu Dhabi, United Arab Emirates
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8
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Hennefarth MR, Alexandrova AN. Advances in optimizing enzyme electrostatic preorganization. Curr Opin Struct Biol 2022; 72:1-8. [PMID: 34280872 PMCID: PMC8761209 DOI: 10.1016/j.sbi.2021.06.006] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 05/28/2021] [Accepted: 06/05/2021] [Indexed: 12/19/2022]
Abstract
Utilizing electric fields to catalyze chemical reactions is not a new idea, but in enzymology it undergoes a renaissance, inspired by Warhsel's concept of electrostatic preorganization. According to this concept, the source of the immense catalytic efficiency of enzymes is the intramolecular electric field that permanently favors the reaction transition state over the reactants. Within enzyme design, computational efforts have fallen short in designing enzymes with natural-like efficacy. The outcome could improve if long-range electrostatics (often omitted in current protocols) would be optimized. Here, we highlight the major developments in methods for analyzing and designing electric fields generated by the protein scaffolds, in order to both better understand how natural enzymes function, and aid artificial enzyme design.
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Affiliation(s)
- Matthew R Hennefarth
- Department of Chemistry and Biochemistry, University of California, Los Angeles, 607 Charles E. Young Drive East, Los Angeles, CA 90095-1569, USA
| | - Anastassia N Alexandrova
- Department of Chemistry and Biochemistry, University of California, Los Angeles, 607 Charles E. Young Drive East, Los Angeles, CA 90095-1569, USA; California NanoSystems Institute, University of California, Los Angeles, 570 Westwood Plaza, Los Angeles, CA 90095-1569, USA.
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9
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Reilley DJ, Arraf Z, Alexandrova AN. Contrasting Effects of Inhibitors Li + and Be 2+ on Catalytic Cycle of Glycogen Synthase Kinase-3β. J Phys Chem B 2021; 125:9480-9489. [PMID: 34404214 DOI: 10.1021/acs.jpcb.1c05099] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Ionic lithium shows rare effectiveness for treating bipolar disorder and is a potential drug for neurodegenerative diseases. Unfortunately, lithium suffers from significant drawbacks, mainly a narrow therapeutic window. Among the targets of lithium, glycogen synthase kinase 3β (GSK-3β) may be responsible for its therapeutic effects. The development of alternative, selective inhibitors of this kinase could prevent lithium side effects, but such efforts have met little success so far. An atomistic understanding of Li+ inhibition and the GSK-3β phosphorylation reaction would therefore facilitate the development of new drugs. In this study, we use extensive sampling of catalytic states with our mixed quantum-classical dynamics method QM/DMD and binding affinities from a competitive metal affinity (CMA) approach to expand the atomistic picture of Li+ GSK-3β inhibition. We compare Li+ action with Be2+ and find our results in agreement with in vitro kinetics studies. Ultimately, our simulations show that Li+ inhibition is driven by decreasing the phosphorylation reaction rate, rather than reducing catalytic turnover through tight binding to different GSK-3β states like Be2+ inhibition. The effect of these metals derive from electrostatic differences and especially their smaller atomic radii compared to the native Mg2+ and thus provide insight for the development of GSK-3β inhibitors based on other paradigms.
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Affiliation(s)
- David J Reilley
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, California 90095-1569, United States
| | - Zaher Arraf
- Department of Education in Technology and Science, Technion-Israel Institute of Technology, 32000, Haifa, Israel
| | - Anastassia N Alexandrova
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, California 90095-1569, United States.,California NanoSystems Institute, Los Angeles California 90095-1569, United States
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10
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Léonard NG, Dhaoui R, Chantarojsiri T, Yang JY. Electric Fields in Catalysis: From Enzymes to Molecular Catalysts. ACS Catal 2021; 11:10923-10932. [DOI: 10.1021/acscatal.1c02084] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Affiliation(s)
- Nadia G. Léonard
- Department of Chemistry, University of California, Irvine, California 92697, United States
| | - Rakia Dhaoui
- Department of Chemistry, University of California, Irvine, California 92697, United States
| | - Teera Chantarojsiri
- Department of Chemistry and Center of Excellence for Innovation in Chemistry, Faculty of Science, Mahidol University, Bangkok, 10400, Thailand
| | - Jenny Y. Yang
- Department of Chemistry, University of California, Irvine, California 92697, United States
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11
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Mehta R, Rivera DD, Reilley DJ, Tan D, Thomas PW, Hinojosa A, Stewart AC, Cheng Z, Thomas CA, Crowder MW, Alexandrova AN, Fast W, Que EL. Visualizing the Dynamic Metalation State of New Delhi Metallo-β-lactamase-1 in Bacteria Using a Reversible Fluorescent Probe. J Am Chem Soc 2021; 143:8314-8323. [PMID: 34038127 DOI: 10.1021/jacs.1c00290] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
New Delhi metallo-β-lactamase (NDM) grants resistance to a broad spectrum of β-lactam antibiotics, including last-resort carbapenems, and is emerging as a global antibiotic resistance threat. Limited zinc availability adversely impacts the ability of NDM-1 to provide resistance, but a number of clinical variants have emerged that are more resistant to zinc scarcity (e.g., NDM-15). To provide a novel tool to better study metal ion sequestration in host-pathogen interactions, we describe the development of a fluorescent probe that reports on the dynamic metalation state of NDM within Escherichia coli. The thiol-containing probe selectively coordinates the dizinc metal cluster of NDM and results in a 17-fold increase in fluorescence intensity. Reversible binding enables competition and time-dependent studies that reveal fluorescence changes used to detect enzyme localization, substrate and inhibitor engagement, and changes to metalation state through the imaging of live E. coli using confocal microscopy. NDM-1 is shown to be susceptible to demetalation by intracellular and extracellular metal chelators in a live-cell model of zinc dyshomeostasis, whereas the NDM-15 metalation state is shown to be more resistant to zinc flux. The development of this reversible turn-on fluorescent probe for the metalation state of NDM provides a new tool for monitoring the impact of metal ion sequestration by host defense mechanisms and for detecting inhibitor-target engagement during the development of therapeutics to counter this resistance determinant.
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Affiliation(s)
- Radhika Mehta
- Department of Chemistry, University of Texas at Austin, 105 East 24th Street Stop A5300, Austin, Texas 78712, United States
| | - Dann D Rivera
- Division of Chemical Biology & Medicinal Chemistry, College of Pharmacy, University of Texas, Austin, Texas 78712, United States
| | - David J Reilley
- Department of Chemistry and Biochemistry, University of California-Los Angeles, 607 Charles E. Young Drive, Los Angeles, California 90095-1569, United States
| | - Dominique Tan
- Department of Chemistry, University of Texas at Austin, 105 East 24th Street Stop A5300, Austin, Texas 78712, United States
| | - Pei W Thomas
- Division of Chemical Biology & Medicinal Chemistry, College of Pharmacy, University of Texas, Austin, Texas 78712, United States
| | - Abigail Hinojosa
- Department of Chemistry, University of Texas at Austin, 105 East 24th Street Stop A5300, Austin, Texas 78712, United States
| | - Alesha C Stewart
- Division of Chemical Biology & Medicinal Chemistry, College of Pharmacy, University of Texas, Austin, Texas 78712, United States
| | - Zishuo Cheng
- Department of Chemistry and Biochemistry, Miami University, Oxford, Ohio 45056, United States
| | - Caitlyn A Thomas
- Department of Chemistry and Biochemistry, Miami University, Oxford, Ohio 45056, United States
| | - Michael W Crowder
- Department of Chemistry and Biochemistry, Miami University, Oxford, Ohio 45056, United States
| | - Anastassia N Alexandrova
- Department of Chemistry and Biochemistry, University of California-Los Angeles, 607 Charles E. Young Drive, Los Angeles, California 90095-1569, United States
| | - Walter Fast
- Division of Chemical Biology & Medicinal Chemistry, College of Pharmacy, University of Texas, Austin, Texas 78712, United States
| | - Emily L Que
- Department of Chemistry, University of Texas at Austin, 105 East 24th Street Stop A5300, Austin, Texas 78712, United States
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12
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Francois A, Canella A, Marcho LM, Stratton MS. Protein acetylation in cardiac aging. J Mol Cell Cardiol 2021; 157:90-97. [PMID: 33915138 DOI: 10.1016/j.yjmcc.2021.04.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 03/14/2021] [Accepted: 04/21/2021] [Indexed: 11/15/2022]
Abstract
Biological aging is attributed to progressive dysfunction in systems governing genetic and metabolic integrity. At the cellular level, aging is evident by accumulated DNA damage and mutation, reactive oxygen species, alternate lipid and protein modifications, alternate gene expression programs, and mitochondrial dysfunction. These effects sum to drive altered tissue morphology and organ dysfunction. Protein-acylation has emerged as a critical mediator of age-dependent changes in these processes. Despite decades of research focus from academia and industry, heart failure remains a leading cause of death in the United States while the 5 year mortality rate for heart failure remains over 40%. Over 90% of heart failure deaths occur in patients over the age of 65 and heart failure is the leading cause of hospitalization in Medicare beneficiaries. In 1931, Cole and Koch discovered age-dependent accumulation of phosphates in skeletal muscle. These and similar findings provided supporting evidence for, now well accepted, theories linking metabolism and aging. Nearly two decades later, age-associated alterations in biochemical molecules were described in the heart. From these small beginnings, the field has grown substantially in recent years. This growing research focus on cardiac aging has, in part, been driven by advances on multiple public health fronts that allow population level clinical presentation of aging related disorders. It is estimated that by 2030, 25% of the worldwide population will be over the age of 65. This review provides an overview of acetylation-dependent regulation of biological processes related to cardiac aging and introduces emerging non-acetyl, acyl-lysine modifications in cardiac function and aging.
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Affiliation(s)
- Ashley Francois
- Department of Physiology and Cell Biology, Davis Heart and Lung Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Alessandro Canella
- Department of Physiology and Cell Biology, Davis Heart and Lung Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Lynn M Marcho
- Department of Physiology and Cell Biology, Davis Heart and Lung Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Matthew S Stratton
- Department of Physiology and Cell Biology, Davis Heart and Lung Research Institute, The Ohio State University Wexner Medical Center, Columbus, OH, USA.
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13
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Reilley DJ, Fuller JT, Nechay MR, Victor M, Li W, Ruberry JD, Mujika JI, Lopez X, Alexandrova AN. Toxic and Physiological Metal Uptake and Release by Human Serum Transferrin. Biophys J 2020; 118:2979-2988. [PMID: 32497515 PMCID: PMC7300305 DOI: 10.1016/j.bpj.2020.05.006] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2020] [Revised: 04/03/2020] [Accepted: 04/29/2020] [Indexed: 10/24/2022] Open
Abstract
An atomistic understanding of metal transport in the human body is critical to anticipate the side effects of metal-based therapeutics and holds promise for new drugs and drug delivery designs. Human serum transferrin (hTF) is a central part of the transport processes because of its ubiquitous ferrying of physiological Fe(III) and other transition metals to tightly controlled parts of the body. There is an atomistic mechanism for the uptake process with Fe(III), but not for the release process, or for other metals. This study provides initial insight into these processes for a range of transition metals-Ti(IV), Co(III), Fe(III), Ga(III), Cr(III), Fe(II), Zn(II)-through fully atomistic, extensive quantum mechanical/discrete molecular dynamics sampling and provides, to our knowledge, a new technique we developed to calculate relative binding affinities between metal cations and the protein. It identifies protonation of Tyr188 as a trigger for metal release rather than protonation of Lys206 or Lys296. The study identifies the difficulty of metal release from hTF as potentially related to cytotoxicity. Simulations identify a few critical interactions that stabilize the metal binding site in a flexible, nuanced manner.
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Affiliation(s)
- David J Reilley
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, California
| | - Jack T Fuller
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, California
| | - Michael R Nechay
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, California
| | - Marie Victor
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, California; Institut Lumire Matire, Villeurbanne, France
| | - Wei Li
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, California; Department of Chemistry and Chemical Biology, Harvard University, Cambridge, Massachusetts
| | - Josiah D Ruberry
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, California
| | - Jon I Mujika
- Kimika Fakultatea, Euskal Herriko Unibertsitatea (UPV/EHU) and Donostia, International Physics Center, Donostia, Euskadi, Spain
| | - Xabier Lopez
- Kimika Fakultatea, Euskal Herriko Unibertsitatea (UPV/EHU) and Donostia, International Physics Center, Donostia, Euskadi, Spain
| | - Anastassia N Alexandrova
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, California; California NanoSystems Institute, University of California, Los Angeles, Los Angeles, California.
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14
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Zhang M, Ying JB, Wang SS, He D, Zhu H, Zhang C, Tang L, Lin R, Zhang Y. Exploring the binding mechanism of HDAC8 selective inhibitors: Lessons from the modification of Cap group. J Cell Biochem 2020; 121:3162-3172. [DOI: 10.1002/jcb.29583] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2019] [Accepted: 12/09/2019] [Indexed: 12/13/2022]
Affiliation(s)
- Min Zhang
- Materia Medica Development Group, Institute of Medicinal ChemistryLanzhou University School of PharmacyLanzhou China
- Gansu Health Center HospitalLanzhou China
| | - Jun Biao Ying
- Materia Medica Development Group, Institute of Medicinal ChemistryLanzhou University School of PharmacyLanzhou China
- College of Pharmaceutical SciencesZhejiang UniversityHangzhou China
| | - Song Song Wang
- Materia Medica Development Group, Institute of Medicinal ChemistryLanzhou University School of PharmacyLanzhou China
- The Second Hospital of Hebei Medical UniversityShijiazhuang China
| | - Dian He
- Materia Medica Development Group, Institute of Medicinal ChemistryLanzhou University School of PharmacyLanzhou China
- Gansu Health Center HospitalLanzhou China
| | - Hongtian Zhu
- Materia Medica Development Group, Institute of Medicinal ChemistryLanzhou University School of PharmacyLanzhou China
| | - Chenghong Zhang
- Materia Medica Development Group, Institute of Medicinal ChemistryLanzhou University School of PharmacyLanzhou China
| | - Lei Tang
- Materia Medica Development Group, Institute of Medicinal ChemistryLanzhou University School of PharmacyLanzhou China
| | - Ruili Lin
- Materia Medica Development Group, Institute of Medicinal ChemistryLanzhou University School of PharmacyLanzhou China
| | - Yang Zhang
- Materia Medica Development Group, Institute of Medicinal ChemistryLanzhou University School of PharmacyLanzhou China
- School of Pharmaceutical SciencesChongqing UniversityChongqing China
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15
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Song LF, Sengupta A, Merz KM. Thermodynamics of Transition Metal Ion Binding to Proteins. J Am Chem Soc 2020; 142:6365-6374. [PMID: 32141296 DOI: 10.1021/jacs.0c01329] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Modeling the thermodynamics of a transition metal (TM) ion assembly be it in proteins or in coordination complexes affords us a better understanding of the assembly and function of metalloclusters in diverse application areas including metal organic framework design, TM-based catalyst design, the trafficking of TM ions in biological systems, and drug design in metalloprotein platforms. While the structural details of TM ions bound to metalloproteins are generally well understood via experimental and computational approaches, accurate studies describing the thermodynamics of TM ion binding are rare. Herein, we demonstrate that we can obtain accurate structural and absolute binding free energies of Co2+ and Ni2+ to the enzyme glyoxalase I using an optimized 12-6-4 (m12-6-4) potential. Critically, this model simultaneously reproduces the solvation free energy of the individual TM ions and reproduces the thermodynamics of TM ion-ligand coordination as well as the thermodynamics of TM ion binding to a protein active site unlike extant models. We find the incorporation of the thermodynamics associated with protonation state changes for the TM ion (un)binding to be crucial. The high accuracy of m12-6-4 potential in this study presents an accurate route to explore more complicated processes associated with TM cluster assembly and TM ion transport.
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16
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Reilley DJ, Hennefarth MR, Alexandrova AN. The Case for Enzymatic Competitive Metal Affinity Methods. ACS Catal 2020; 10:2298-2307. [PMID: 34012720 PMCID: PMC8130888 DOI: 10.1021/acscatal.9b04831] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- David J Reilley
- Department of Chemistry and Biochemistry, University of California, Los Angeles, 607 Charles E. Young Drive East, Los Angeles, CA 90095-1569, USA
| | - Matthew R Hennefarth
- Department of Chemistry and Biochemistry, University of California, Los Angeles, 607 Charles E. Young Drive East, Los Angeles, CA 90095-1569, USA
| | - Anastassia N Alexandrova
- Department of Chemistry and Biochemistry, University of California, Los Angeles, 607 Charles E. Young Drive East, Los Angeles, CA 90095-1569, USA
- California NanoSystems Institute, University of California, Los Angeles, 570 Westwood Plaza, Los Angeles, California 90095-1569, USA
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17
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Levina EO, Khrenova MG, Astakhov AA, Tsirelson VG. Revealing electronic features governing hydrolysis of cephalosporins in the active site of the L1 metallo-β-lactamase. RSC Adv 2020; 10:8664-8676. [PMID: 35496524 PMCID: PMC9050041 DOI: 10.1039/c9ra10649a] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Accepted: 02/14/2020] [Indexed: 11/21/2022] Open
Abstract
The QM/MM simulations followed by electron density feature analysis are carried out to deepen the understanding of the reaction mechanism of cephalosporin hydrolysis in the active site of the L1 metallo-β-lactamase. The differences in reactivity of ten similar cephalosporin compounds are explained by using an extended set of bonding descriptors. The limiting step of the reaction is characterized by the proton transfer to the nitrogen atom of the cephalosporin thiazine ring accompanied with formation of the C4
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C3 double bond in its N–C4–C3 fragment. The temporary N⋯H–Ow hydrogen bond, which is formed in the transition state of the limiting step of the reaction was recognized as a key atomic interaction governing the reactivity of various cephalosporins. Non-local real-space bonding descriptors show that different extent of localization of electron lone pair at N atom in the transition state affect the reactivity of compounds: smaller electron localization is typical for the less reactive species. In particular, the Fermi hole analysis shows how exchange electron correlation in the N⋯H–Ow fragment control electron lone pair localization. Delocalization tensor, linear response kernel and source function indicate that features of electron delocalization in the N–C4–C3 fragment of cephalosporins in the transition state complexes determine the differences in C4–C3 bond for substrates with high and low rate constants. The C4–C3 bond of the N–C4–C3 fragment at the transition state is similar to that of the preceding intermediate for the less reactive species and resembles the features of the enzyme–product complex for more reactive compounds. The power and limitations of the descriptors applied for solving the problem are discussed and the generality of approach is stressed. Combination of QM/MM and modern bonding descriptors explains different reactivity of cephalosporins in the active site of the L1 metallo-β-lactamase.![]()
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Affiliation(s)
- Elena O. Levina
- Federal Research Centre “Fundamentals of Biotechnology” of the Russian Academy of Sciences
- Moscow
- Russia
- Moscow Institute of Physics and Technology
- Dolgoprudny
| | - Maria G. Khrenova
- Federal Research Centre “Fundamentals of Biotechnology” of the Russian Academy of Sciences
- Moscow
- Russia
- Lomonosov Moscow State University
- Moscow
| | - Andrey A. Astakhov
- Federal Research Centre “Fundamentals of Biotechnology” of the Russian Academy of Sciences
- Moscow
- Russia
- Joint Institute for Nuclear Research
- Dubna
| | - Vladimir G. Tsirelson
- Federal Research Centre “Fundamentals of Biotechnology” of the Russian Academy of Sciences
- Moscow
- Russia
- Mendeleev University of Chemical Technology of Russia
- Moscow
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18
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Fernandes HS, Teixeira CSS, Sousa SF, Cerqueira NMFSA. Formation of Unstable and very Reactive Chemical Species Catalyzed by Metalloenzymes: A Mechanistic Overview. Molecules 2019; 24:E2462. [PMID: 31277490 PMCID: PMC6651669 DOI: 10.3390/molecules24132462] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2019] [Revised: 06/26/2019] [Accepted: 07/03/2019] [Indexed: 11/16/2022] Open
Abstract
Nature has tailored a wide range of metalloenzymes that play a vast array of functions in all living organisms and from which their survival and evolution depends on. These enzymes catalyze some of the most important biological processes in nature, such as photosynthesis, respiration, water oxidation, molecular oxygen reduction, and nitrogen fixation. They are also among the most proficient catalysts in terms of their activity, selectivity, and ability to operate at mild conditions of temperature, pH, and pressure. In the absence of these enzymes, these reactions would proceed very slowly, if at all, suggesting that these enzymes made the way for the emergence of life as we know today. In this review, the structure and catalytic mechanism of a selection of diverse metalloenzymes that are involved in the production of highly reactive and unstable species, such as hydroxide anions, hydrides, radical species, and superoxide molecules are analyzed. The formation of such reaction intermediates is very difficult to occur under biological conditions and only a rationalized selection of a particular metal ion, coordinated to a very specific group of ligands, and immersed in specific proteins allows these reactions to proceed. Interestingly, different metal coordination spheres can be used to produce the same reactive and unstable species, although through a different chemistry. A selection of hand-picked examples of different metalloenzymes illustrating this diversity is provided and the participation of different metal ions in similar reactions (but involving different mechanism) is discussed.
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Affiliation(s)
- Henrique S Fernandes
- UCIBIO@REQUIMTE, BioSIM, Departamento de Biomedicina, Faculdade de Medicina da Universidade do Porto, Alameda Professor Hernâni Monteiro, 4200-319 Porto, Portugal
| | - Carla S Silva Teixeira
- UCIBIO@REQUIMTE, BioSIM, Departamento de Biomedicina, Faculdade de Medicina da Universidade do Porto, Alameda Professor Hernâni Monteiro, 4200-319 Porto, Portugal
| | - Sérgio F Sousa
- UCIBIO@REQUIMTE, BioSIM, Departamento de Biomedicina, Faculdade de Medicina da Universidade do Porto, Alameda Professor Hernâni Monteiro, 4200-319 Porto, Portugal
| | - Nuno M F S A Cerqueira
- UCIBIO@REQUIMTE, BioSIM, Departamento de Biomedicina, Faculdade de Medicina da Universidade do Porto, Alameda Professor Hernâni Monteiro, 4200-319 Porto, Portugal.
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19
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Reilley DJ, Popov KI, Dokholyan NV, Alexandrova AN. Uncovered Dynamic Coupling Resolves the Ambiguous Mechanism of Phenylalanine Hydroxylase Oxygen Binding. J Phys Chem B 2019; 123:4534-4539. [PMID: 31038957 DOI: 10.1021/acs.jpcb.9b02893] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
Phenylalanine hydroxylase (PAH) is an iron enzyme catalyzing the oxidation of l-Phe to l-Tyr during phenylalanine catabolism. Dysfunction of PAH leads to the debilitating condition phenylketonuria (PKU), which prompted research into the structure and function of PAH over the last 50 years. Despite intensive study, there is no consensus on the atomistic details of the mechanism of O2 binding and splitting by wild-type (WT) PAH and how it varies with PKU-inducing mutations, Arg158Gln and Glu280Lys. We studied structures involved in a proposed mechanism for the WT and mutants using extensive mixed quantum-classical molecular dynamics simulations. Simulations reveal a previously unobserved dynamic coupling between the active site and the mutation sites, suggesting how they can affect the catalytic performance of PAH. Furthermore, the effect of the coupling on the PAH structure agrees with and expands our understanding of the experimentally observed differences in activity between the WT and mutants.
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Affiliation(s)
- David J Reilley
- Department of Chemistry and Biochemistry , University of California, Los Angeles , Los Angeles , California 90095-1569 , United States
| | - Konstantin I Popov
- Department of Biochemistry and Biophysics , University of North Carolina at Chapel Hill , Chapel Hill , North Carolina 27599 , United States
| | - Nikolay V Dokholyan
- Department of Biochemistry and Biophysics , University of North Carolina at Chapel Hill , Chapel Hill , North Carolina 27599 , United States.,Department of Pharmacology, Department of Biochemistry & Molecular Biology , Penn State University College of Medicine , Hershey , Pennsylvania 17033 , United States
| | - Anastassia N Alexandrova
- Department of Chemistry and Biochemistry , University of California, Los Angeles , Los Angeles , California 90095-1569 , United States.,California NanoSystems Institute, Los Angeles , California 90095-1569 , United States
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20
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Fuller J, Wilson TR, Eberhart ME, Alexandrova AN. Charge Density in Enzyme Active Site as a Descriptor of Electrostatic Preorganization. J Chem Inf Model 2019; 59:2367-2373. [DOI: 10.1021/acs.jcim.8b00958] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Jack Fuller
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, California 90095, United States
| | - Tim R. Wilson
- Molecular Theory Group, Colorado School of Mines, Golden, Colorado 80401, United States
| | - Mark E. Eberhart
- Molecular Theory Group, Colorado School of Mines, Golden, Colorado 80401, United States
| | - Anastassia N. Alexandrova
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, California 90095, United States
- California
NanoSystems
Institute, Los Angeles, California 90095, United States
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21
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Valdez CE, Morgenstern A, Eberhart ME, Alexandrova AN. Predictive methods for computational metalloenzyme redesign - a test case with carboxypeptidase A. Phys Chem Chem Phys 2018; 18:31744-31756. [PMID: 27841396 DOI: 10.1039/c6cp02247b] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Computational metalloenzyme design is a multi-scale problem. It requires treating the metal coordination quantum mechanically, extensive sampling of the protein backbone, and additionally accounting for the polarization of the active site by both the metal cation and the surrounding protein (a phenomenon called electrostatic preorganization). We bring together a combination of theoretical methods that jointly offer these desired qualities: QM/DMD for mixed quantum-classical dynamic sampling, quantum theory of atoms in molecules (QTAIM) for the assessment of electrostatic preorganization, and Density Functional Theory (DFT) for mechanistic studies. Within this suite of principally different methods, there are both complementarity of capabilities and cross-validation. Using these methods, predictions can be made regarding the relative activities of related enzymes, as we show on the native Zn2+-dependent carboxypeptidase A (CPA), and its mutant proteins, which are hypothesized to hydrolyze modified substrates. For the native CPA, we replicated the catalytic mechanism and the rate in close agreement with the experiment, giving validity to the QM/DMD predicted structure, the DFT mechanism, and the QTAIM assessment of catalytic activity. For most sequences of the modified substrate and tried CPA mutants, substantially worsened activity is predicted. However, for the substrate mutant that contains Asp instead of Phe at the C-terminus, one CPA mutant exhibits a reasonable activity, as predicted across the theoretical methods. CPA is a well-studied system, and here it serves as a testing ground for the offered methods.
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Affiliation(s)
- Crystal E Valdez
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA 90095, USA.
| | - Amanda Morgenstern
- Molecular Theory Group, Colorado School of Mines, Golden, Colorado 80401, USA.
| | - Mark E Eberhart
- Molecular Theory Group, Colorado School of Mines, Golden, Colorado 80401, USA.
| | - Anastassia N Alexandrova
- Department of Chemistry and Biochemistry, University of California, Los Angeles, Los Angeles, CA 90095, USA. and California NanoSystems Institute, Los Angeles, CA 90095, USA
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22
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Morgenstern A, Jaszai M, Eberhart ME, Alexandrova AN. Quantified electrostatic preorganization in enzymes using the geometry of the electron charge density. Chem Sci 2017; 8:5010-5018. [PMID: 28970888 PMCID: PMC5612031 DOI: 10.1039/c7sc01301a] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2017] [Accepted: 04/20/2017] [Indexed: 11/21/2022] Open
Abstract
Electrostatic preorganization is thought to be a principle factor responsible for the impressive catalytic capabilities of enzymes. The full protein structure is believed to facilitate catalysis by exerting a highly specific electrostatic field on the active site. Computationally determining the extent of electrostatic preorganization is a challenging process. We propose using the topology and geometry of the electron charge density in the enzyme's active site to asses the effects of electrostatic preorganization. In support of this approach we study the convergence of features of the charge density as the size of the active site model increases in Histone Deacetylase 8. The magnitude of charge density at critical points and most Bader atomic charges are found to converge quickly as more of the protein is included in the simulation. The exact position of critical points however, is found to converge more slowly and be strongly influenced by the protein residues that are further away from the active site. We conjecture that the positions of critical points are affected through perturbations to the wavefunctions in the active site caused by dipole moments from amino acid residues throughout the protein. We further hypothesize that electrostatic preorganization, from the point of view of charge density, can not be easily understood through the charges on atoms or the nature of the bonding interactions, but through the relative positions of critical points that are known to correlate with reactivity and reaction barriers.
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Affiliation(s)
| | - Matthew Jaszai
- Molecular Theory Group , Colorado School of Mines , USA .
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