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1.
ACS Catal ; 14(7): 4379-4394, 2024 Apr 05.
Article in English | MEDLINE | ID: mdl-38633402

ABSTRACT

Many enzymes display non-Arrhenius behavior with curved Arrhenius plots in the absence of denaturation. There has been significant debate about the origin of this behavior and recently the role of the activation heat capacity (ΔCP⧧) has been widely discussed. If enzyme-catalyzed reactions occur with appreciable negative values of ΔCP⧧ (arising from narrowing of the conformational space along the reaction coordinate), then curved Arrhenius plots are a consequence. To investigate these phenomena in detail, we have collected high precision temperature-rate data over a wide temperature interval for a model glycosidase enzyme MalL, and a series of mutants that change the temperature-dependence of the enzyme-catalyzed rate. We use these data to test a range of models including macromolecular rate theory (MMRT) and an equilibrium model. In addition, we have performed extensive molecular dynamics (MD) simulations to characterize the conformational landscape traversed by MalL in the enzyme-substrate complex and an enzyme-transition state complex. We have crystallized the enzyme in a transition state-like conformation in the absence of a ligand and determined an X-ray crystal structure at very high resolution (1.10 Å). We show (using simulation) that this enzyme-transition state conformation has a more restricted conformational landscape than the wildtype enzyme. We coin the term "transition state-like conformation (TLC)" to apply to this state of the enzyme. Together, these results imply a cooperative conformational transition between an enzyme-substrate conformation (ES) and a transition-state-like conformation (TLC) that precedes the chemical step. We present a two-state model as an extension of MMRT (MMRT-2S) that describes the data along with a convenient approximation with linear temperature dependence of the activation heat capacity (MMRT-1L) that can be used where fewer data points are available. Our model rationalizes disparate behavior seen for MalL and previous results for a thermophilic alcohol dehydrogenase and is consistent with a raft of data for other enzymes. Our model can be used to characterize the conformational changes required for enzyme catalysis and provides insights into the role of cooperative conformational changes in transition state stabilization that are accompanied by changes in heat capacity for the system along the reaction coordinate. TLCs are likely to be of wide importance in understanding the temperature dependence of enzyme activity and other aspects of enzyme catalysis.

2.
J Neurosci Methods ; 218(1): 17-24, 2013 Aug 15.
Article in English | MEDLINE | ID: mdl-23567809

ABSTRACT

Monitoring the depth of anesthesia using an electroencephalogram (EEG) is a major ongoing challenge for anesthetists. The EEG is a recording of brain electrical activity, and it contains valuable information related to the different physiological states of the brain. This study proposes a novel automated method consisting of two steps for assessing anesthesia depth. Initially, the sample entropy and permutation entropy features were extracted from the EEG signal. Because EEG-derived parameters represent different aspects of the EEG features, it would be reasonable to use multiple parameters to assess the effect of the anesthetic. The sample entropy and permutation entropy features quantified the amount of complexity or irregularity in the EEG data and were conceptually simple, computationally efficient and artifact-resistant. Next, the extracted features were used as input for an artificial neural network, which was a data processing system based on the structure of a biological nervous system. The experimental results indicated that an overall accuracy of 88% could be obtained during sevoflurane anesthesia in 17 patients to classify the EEG data into awake, light, general and deep anesthetized states. In addition, this method yielded a classification accuracy of 92.4% to distinguish between awake and general anesthesia in an independent database of propofol and desflurane anesthesia in 129 patients. Considering the high accuracy of this method, a new EEG monitoring system could be developed to assist the anesthesiologist in estimating the depth of anesthesia in a rapid and accurate manner.


Subject(s)
Anesthetics, Inhalation/pharmacology , Brain/drug effects , Brain/physiology , Entropy , Intraoperative Neurophysiological Monitoring/methods , Neural Networks, Computer , Adolescent , Adult , Electroencephalography/drug effects , Female , Humans , Male , Methyl Ethers/pharmacology , Middle Aged , Sevoflurane , Young Adult
3.
Eur J Pharmacol ; 675(1-3): 26-31, 2012 Jan 30.
Article in English | MEDLINE | ID: mdl-22166374

ABSTRACT

Clinically, anesthetic drugs show hysteresis in the plasma drug concentrations at induction versus emergence from anesthesia induced unconsciousness. This is assumed to be the result of pharmacokinetic lag between the plasma and brain effect-site and vice versa. However, recent mathematical and experimental studies demonstrate that anesthetic hysteresis might be due in part to lag in the brain physiology, independent of drug transport delay - so-called "neural inertia". The aim of this study was to investigate neural inertia in the reduced neocortical mouse slice model. Seizure-like event (SLE) activity was generated by exposing cortical slices to no-magnesium artificial cerebrospinal fluid (aCSF). Concentration-effect loops were generated by manipulating SLE frequency, using the general anesthetic drug etomidate and by altering the aCSF magnesium concentration. The etomidate (24 µM) concentration-effect relationship showed a clear hysteresis, consistent with the slow diffusion of etomidate into slice tissue. Manipulation of tissue excitability, using either carbachol (50 µM) or elevated potassium (5mM vs 2.5mM) did not significantly alter the size of etomidate hysteresis loops. Hysteresis in the magnesium concentration-effect relationship was evident, but only when the starting condition was magnesium-containing "normal" aCSF. The in vitro cortical slice manifests pathway-dependent "neural inertia" and may be a valuable model for future investigations into the mechanisms of neural inertia in the cerebral cortex.


Subject(s)
Anesthetics, General/pharmacology , Anticonvulsants/pharmacology , Etomidate/pharmacology , Neocortex/drug effects , Neurons/drug effects , Seizures/drug therapy , Anesthetics, General/antagonists & inhibitors , Anesthetics, General/cerebrospinal fluid , Animals , Anticonvulsants/antagonists & inhibitors , Anticonvulsants/cerebrospinal fluid , Carbachol/pharmacology , Cholinergic Agonists/pharmacology , Diffusion , Etomidate/antagonists & inhibitors , Etomidate/cerebrospinal fluid , Female , In Vitro Techniques , Magnesium/cerebrospinal fluid , Male , Membrane Potentials/drug effects , Mice , Mice, 129 Strain , Mice, Inbred C57BL , Models, Biological , Neocortex/physiopathology , Osmolar Concentration , Potassium/cerebrospinal fluid , Seizures/cerebrospinal fluid , Seizures/prevention & control
4.
Article in English | MEDLINE | ID: mdl-21096430

ABSTRACT

Epilepsy affects nearly 3 million people in the United States alone. Given the fact that many people suffer from seizures that are intractable to pharmacological intervention, research groups are investigating the use of electrical stimulation to interact with and ameliorate symptoms of epileptic seizures. In mouse cortical slices made seizuregenic through chemical means, we applied precision controlled current pulses and measured local field potentials through a four point probe system to investigate the response of seizing tissue to electrical stimulation. We have determined that the frequency of the spontaneous seizure-like events may be modified by low amplitude, current controlled stimulation (0.5 microA). Differently from previously thought, this change in frequency is however not accompanied by any alteration of the tissue permittivity or conductivity during the inter-seizure interval.


Subject(s)
Cerebral Cortex/pathology , Monitoring, Physiologic/instrumentation , Seizures/diagnosis , Animals , Brain/pathology , Cerebrospinal Fluid/metabolism , Computer Simulation , Electric Stimulation , Electrodes , Electrophysiology , Epilepsy/diagnosis , Epilepsy/therapy , Equipment Design , Humans , Mice , Models, Statistical , Monitoring, Physiologic/methods , Seizures/pathology
5.
Anesth Analg ; 109(4): 1253-62, 2009 Oct.
Article in English | MEDLINE | ID: mdl-19762755

ABSTRACT

BACKGROUND: High concentrations of enflurane will induce a characteristic electroencephalogram pattern consisting of periods of suppression alternating with large short paroxysmal epileptiform discharges (PEDs). In this study, we compared a theoretical computer model of this activity with real local field potential (LFP) data obtained from anesthetized rats. METHODS: After implantation of a high-density 8 x 8 electrode array in the visual cortex, the patterns of LFP and multiunit spike activity were recorded in rats during 0.5, 1.0, 1.5, and 2.0 minimum alveolar anesthetic concentration (MAC) enflurane anesthesia. These recordings were compared with computer simulations from a mean field model of neocortical dynamics. The neuronal effect of increasing enflurane concentration was simulated by prolonging the decay time constant of the inhibitory postsynaptic potential (IPSP). The amplitude of the excitatory postsynaptic potential (EPSP) was modulated, inverse to the neocortical firing rate. RESULTS: In the anesthetized rats, increasing enflurane concentrations consistently caused the appearance of suppression pattern (>1.5 MAC) in the LFP recordings. The mean rate of multiunit spike activity decreased from 2.54/s (0.5 MAC) to 0.19/s (2.0 MAC). At high MAC, the majority of the multiunit action potential events became synchronous with the PED. In the theoretical model, prolongation of the IPSP decay time and activity-dependent EPSP modulation resulted in output that was similar in morphology to that obtained from the experimental data. The propensity for rhythmic seizure-like activity in the model could be determined by analysis of the eigenvalues of the equations. CONCLUSION: It is possible to use a mean field theory of neocortical dynamics to replicate the PED pattern observed in LFPs in rats under enflurane anesthesia. This pattern requires a combination of a moderately increased total area under the IPSP, prolonged IPSP decay time, and also activity-dependent modulation of EPSP amplitude.


Subject(s)
Anesthetics, Inhalation/toxicity , Computer Simulation , Enflurane/toxicity , Models, Neurological , Seizures/chemically induced , Visual Cortex/drug effects , Animals , Dose-Response Relationship, Drug , Electroencephalography , Inhibitory Postsynaptic Potentials , Male , Rats , Rats, Sprague-Dawley , Reproducibility of Results , Seizures/physiopathology , Time Factors , Visual Cortex/physiopathology
6.
Epilepsia ; 50(8): 1971-8, 2009 Aug.
Article in English | MEDLINE | ID: mdl-19486358

ABSTRACT

PURPOSE: The role of gap junctions in seizures is an area of intense research. Many groups have reported anticonvulsant effects of gap junction blockade, strengthening the case for a role for gap junctions in ictogenesis. The cerebral cortex is underrepresented in this body of research. We have investigated the effect of gap junction blockade on seizure-like activity in rat and mouse cerebral cortex slices. METHODS: Seizure-like activity was induced by perfusing with low-magnesium artificial cerebrospinal fluid. The effect of three gap junction blockers was investigated in rat cortical slices; quinine (200 and 400 microm), quinidine (100 and 200 microm), and carbenoxolone (100 and 200 microm). In addition, the effect of mefloquine was investigated in wild-type mice and connexin36 knockout mice. The data were analyzed for the effect on frequency and amplitude of seizure-like events. RESULTS: Paradoxical excitatory effects on seizure-like activity were observed for all three agents in rat cortical slices. Quinine (200 microm) and carbenoxolone (100 microm) increased both the frequency and amplitude of seizure-like events. Quinidine (100 microm) increased the frequency of events. Higher doses of quinine (400 microm) and carbenoxolone (200 microm) had biphasic excitatory-inhibitory effects. Similar excitatory effects were observed in adult wild-type mouse cortical slices perfused with mefloquine (5 microm or 10 microm), but were absent in slices from connexin36-deficient mice. DISCUSSION: In conclusion, we have shown a paradoxical proseizure effect of pharmacologic gap junction blockade in a cortical model of seizure-like activity. We suggest that this effect is probably due to a disruption of inhibitory interneuron coupling secondary to connexin36 blockade.


Subject(s)
Cerebral Cortex/drug effects , Connexins/antagonists & inhibitors , Seizures/pathology , Analgesics, Non-Narcotic/pharmacology , Animals , Carbenoxolone/pharmacology , Cerebral Cortex/physiopathology , Connexins/deficiency , Connexins/genetics , Disease Models, Animal , Dose-Response Relationship, Drug , Electroencephalography/methods , Enzyme Inhibitors/pharmacology , Female , In Vitro Techniques , Magnesium/pharmacology , Male , Mice , Mice, Inbred C57BL , Mice, Knockout , Quinidine/pharmacology , Quinine/pharmacology , Rats , Rats, Sprague-Dawley , Seizures/chemically induced , Seizures/genetics , Time Factors , Gap Junction delta-2 Protein
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