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1.
J Neurosci ; 43(14): 2482-2496, 2023 04 05.
Article in English | MEDLINE | ID: mdl-36849415

ABSTRACT

Cortical stimulation is emerging as an experimental tool in basic research and a promising therapy for a range of neuropsychiatric conditions. As multielectrode arrays enter clinical practice, the possibility of using spatiotemporal patterns of electrical stimulation to induce desired physiological patterns has become theoretically possible, but in practice can only be implemented by trial-and-error because of a lack of predictive models. Experimental evidence increasingly establishes traveling waves as fundamental to cortical information-processing, but we lack an understanding of how to control wave properties despite rapidly improving technologies. This study uses a hybrid biophysical-anatomical and neural-computational model to predict and understand how a simple pattern of cortical surface stimulation could induce directional traveling waves via asymmetric activation of inhibitory interneurons. We found that pyramidal cells and basket cells are highly activated by the anodal electrode and minimally activated by the cathodal electrodes, while Martinotti cells are moderately activated by both electrodes but exhibit a slight preference for cathodal stimulation. Network model simulations found that this asymmetrical activation results in a traveling wave in superficial excitatory cells that propagates unidirectionally away from the electrode array. Our study reveals how asymmetric electrical stimulation can easily facilitate traveling waves by relying on two distinct types of inhibitory interneuron activity to shape and sustain the spatiotemporal dynamics of endogenous local circuit mechanisms.SIGNIFICANCE STATEMENT Electrical brain stimulation is becoming increasingly useful to probe the workings of brain and to treat a variety of neuropsychiatric disorders. However, stimulation is currently performed in a trial-and-error fashion as there are no methods to predict how different electrode arrangements and stimulation paradigms will affect brain functioning. In this study, we demonstrate a hybrid modeling approach, which makes experimentally testable predictions that bridge the gap between the microscale effects of multielectrode stimulation and the resultant circuit dynamics at the mesoscale. Our results show how custom stimulation paradigms can induce predictable, persistent changes in brain activity, which has the potential to restore normal brain function and become a powerful therapy for neurological and psychiatric conditions.


Subject(s)
Neurons , Pyramidal Cells , Pyramidal Cells/physiology , Brain/physiology , Interneurons/physiology , Electrodes , Models, Neurological , Electric Stimulation
2.
Sci Rep ; 11(1): 10536, 2021 05 18.
Article in English | MEDLINE | ID: mdl-34006992

ABSTRACT

Mutations in the G protein-coupled receptor (GPCR) rhodopsin are a common cause of autosomal dominant retinitis pigmentosa, a blinding disease. Rhodopsin self-associates in the membrane, and the purified monomeric apo-protein opsin dimerizes in vitro as it transitions from detergent micelles to reconstitute into a lipid bilayer. We previously reported that the retinitis pigmentosa-linked F220C opsin mutant fails to dimerize in vitro, reconstituting as a monomer. Using fluorescence-based assays and molecular dynamics simulations we now report that whereas wild-type and F220C opsin display distinct dimerization propensities in vitro as previously shown, they both dimerize in the plasma membrane of HEK293 cells. Unexpectedly, molecular dynamics simulations show that F220C opsin forms an energetically favored dimer in the membrane when compared with the wild-type protein. The conformation of the F220C dimer is unique, with transmembrane helices 5 and 6 splayed apart, promoting widening of the intracellular vestibule of each protomer and influx of water into the protein interior. FRET experiments with SNAP-tagged wild-type and F220C opsin expressed in HEK293 cells are consistent with this conformational difference. We speculate that the unusual mode of dimerization of F220C opsin in the membrane may have physiological consequences.


Subject(s)
Retinitis Pigmentosa/metabolism , Rhodopsin/metabolism , Dimerization , Fluorescence Resonance Energy Transfer , HEK293 Cells , Humans , Micelles , Molecular Dynamics Simulation , Opsins/metabolism
3.
Cells ; 8(9)2019 09 02.
Article in English | MEDLINE | ID: mdl-31480793

ABSTRACT

Lysine acetyltransferases (KATs) are exquisitely fine-tuned to target specific lysine residues on many proteins, including histones, with aberrant acetylation at distinct lysines implicated in different pathologies. However, researchers face a lack of molecular tools to probe the importance of site-specific acetylation events in vivo. Because of this, there can be a disconnect between the predicted in silico or in vitro effects of a drug and the actual observable in vivo response. We have previously reported on how an in vitro biochemical analysis of the site-specific effects of the compound C646 in combination with the KAT p300 can accurately predict changes in histone acetylation induced by the same compound in cells. Here, we build on this effort by further analyzing a number of reported p300 modulators, while also extending the analysis to correlate the effects of these drugs to developmental and phenotypical changes, utilizing cellular and zebrafish model systems. While this study demonstrates the utility of biochemical models as a starting point for predicting in vivo activity of multi-site targeting KATs, it also highlights the need for the development of new enzyme inhibitors that are more specific to the regulation of KAT activity in vivo.


Subject(s)
Enzyme Inhibitors/pharmacology , Lysine Acetyltransferases/chemistry , Acetylation , Animals , Binding Sites , Cell Line , Embryo, Nonmammalian/drug effects , Enzyme Inhibitors/toxicity , Histones/metabolism , Lysine Acetyltransferases/antagonists & inhibitors , Lysine Acetyltransferases/metabolism , Protein Binding , Toxicity Tests/standards , Zebrafish
4.
Proc Natl Acad Sci U S A ; 116(32): 15947-15956, 2019 08 06.
Article in English | MEDLINE | ID: mdl-31324743

ABSTRACT

Neurotransmitter:sodium symporters (NSSs) in the SLC6 family terminate neurotransmission by coupling the thermodynamically favorable transport of ions to the thermodynamically unfavorable transport of neurotransmitter back into presynaptic neurons. Results from many structural, functional, and computational studies on LeuT, a bacterial NSS homolog, have provided critical insight into the mechanism of sodium-coupled transport, but the mechanism underlying substrate-specific transport rates is still not understood. We present a combination of molecular dynamics simulations, single-molecule fluorescence resonance energy transfer (smFRET) imaging, and measurements of Na+ binding and substrate transport that reveals an allosteric substrate specificity mechanism. In this mechanism, residues F259 and I359 in the substrate binding pocket couple the binding of substrate to Na+ release from the Na2 site by allosterically modulating the stability of a partially open, inward-facing state. We propose a model for transport selectivity in which residues F259 and I359 act as a volumetric sensor that inhibits the transport of bulky amino acids.


Subject(s)
Plasma Membrane Neurotransmitter Transport Proteins/metabolism , Allosteric Regulation , Biological Transport , Glycine/metabolism , Mutation/genetics , Phenylalanine/metabolism , Protein Stability , Rotation , Sodium/metabolism , Substrate Specificity
5.
Bioorg Med Chem Lett ; 28(4): 594-600, 2018 02 15.
Article in English | MEDLINE | ID: mdl-29398539

ABSTRACT

Gram-negative bacteria comprise the majority of microbes that cause infections that are resistant to pre-existing antibiotics. The complex cell wall architecture contributes to their ability to form biofilms, which are often implicated in hospital-acquired infections. Biofilms promote antibiotic resistance by enabling the bacteria to survive hostile environments such as UV radiation, pH shifts, and antibiotics. The outer membrane of Gram-negative bacteria contains lipopolysaccharide (LPS), which plays a role in adhesion to surfaces and formation of biofilms. The main focus of this work was the synthesis of a library of glycolipids designed to be simplified analogues of the Lipid A, the membrane embedded portion component of LPS, to be tested as substrates or inhibitors of Heptosyltransferase I (HepI or WaaC, a glycosyltransferase enzyme involved in the biosynthesis of LPS). Fourteen analogues were synthesized successfully and characterized. While these compounds were designed to function as nucleophilic substrates of HepI, they all demonstrated mild inhibition of HepI. Kinetic characterization of inhibition mechanism identified that the compounds exhibited uncompetitive and mixed inhibition of HepI. Since both uncompetitive and mixed inhibition result in the formation of an Enzyme-Substrate-inhibitor complex, molecular docking studies (using AutoDock Vina) were performed, to identify potential allosteric binding site for these compounds. The inhibitors were shown to bind to a pocket formed after undergoing a conformational change from an open to a closed active site state. Inhibition of HepI via an allosteric site suggest that disruption of protein dynamics might be a viable mechanism for the inhibition of HepI and potentially other enzymes of the GT-B structural class.


Subject(s)
Anti-Bacterial Agents/pharmacology , Enzyme Inhibitors/pharmacology , Escherichia coli Proteins/antagonists & inhibitors , Galactosides/pharmacology , Glucosides/pharmacology , Glycosyltransferases/antagonists & inhibitors , Anti-Bacterial Agents/chemical synthesis , Anti-Bacterial Agents/chemistry , Binding Sites , Enzyme Inhibitors/chemical synthesis , Enzyme Inhibitors/chemistry , Escherichia coli/enzymology , Escherichia coli Proteins/chemistry , Galactosides/chemical synthesis , Galactosides/chemistry , Glucosides/chemical synthesis , Glucosides/chemistry , Glycosyltransferases/chemistry , Kinetics , Lipid A/analogs & derivatives , Lipid A/chemical synthesis , Lipid A/chemistry , Lipid A/pharmacology , Molecular Docking Simulation
6.
Biochemistry ; 56(6): 886-895, 2017 02 14.
Article in English | MEDLINE | ID: mdl-28098447

ABSTRACT

Heptosyltransferase I (HepI) catalyzes the addition of l-glycero-ß-d-manno-heptose to Kdo2-Lipid A, as part of the biosynthesis of the core region of lipopolysaccharide (LPS). Gram-negative bacteria with gene knockouts of HepI have reduced virulence and enhanced susceptibility to hydrophobic antibiotics, making the design of inhibitors of HepI of interest. Because HepI protein dynamics are partially rate-limiting, disruption of protein dynamics might provide a new strategy for inhibiting HepI. Discerning the global mechanism of HepI is anticipated to aid development of inhibitors of LPS biosynthesis. Herein, dynamic protein rearrangements involved in the HepI catalytic cycle were probed by combining mutagenesis with intrinsic tryptophan fluorescence and circular dichroism analyses. Using wild-type and mutant forms of HepI, multiple dynamic regions were identified via changes in Trp fluorescence. Interestingly, Trp residues (Trp199 and Trp217) in the C-terminal domain (which binds ADP-heptose) are in a more hydrophobic environment upon binding of ODLA to the N-terminal domain. These residues are adjacent to the ADP-heptose binding site (with Trp217 in van der Waals contact with the adenine ring of ADP-heptose), suggesting that the two binding sites interact to report on the occupancy state of the enzyme. ODLA binding was also accompanied by a significant stabilization of HepI (heating to 95 °C fails to denature the protein when it is in the presence of ODLA). These results suggest that conformational rearrangements, from an induced fit model of substrate binding to HepI, are important for catalysis, and the disruption of these conformational dynamics may serve as a novel mechanism for inhibiting this and other glycosyltransferase enzymes.


Subject(s)
Escherichia coli Proteins/metabolism , Escherichia coli/enzymology , Glycosyltransferases/metabolism , Lipid A/metabolism , Models, Molecular , Acylation , Amino Acid Substitution , Apoenzymes/antagonists & inhibitors , Apoenzymes/chemistry , Apoenzymes/genetics , Apoenzymes/metabolism , Binding Sites , Biocatalysis , Circular Dichroism , Enzyme Stability , Escherichia coli Proteins/antagonists & inhibitors , Escherichia coli Proteins/chemistry , Escherichia coli Proteins/genetics , Glycosyltransferases/antagonists & inhibitors , Glycosyltransferases/chemistry , Glycosyltransferases/genetics , Lipid A/chemistry , Molecular Dynamics Simulation , Mutagenesis, Site-Directed , Mutation , Protein Conformation , Recombinant Proteins/chemistry , Recombinant Proteins/metabolism , Solubility , Solvents/chemistry , Spectrometry, Fluorescence , Surface Properties , Tryptophan/chemistry
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