Isotherm model discrimination for multimodal chromatography using mechanistic models derived from high-throughput batch isotherm data

In this work, we have examined an array of isotherm formalisms and characterized them based on their relative complexities and predictive abilities with multimodal chromatography. The set of isotherm models studied were all based on the stoichiometric displacement framework, with considerations for electrostatic interactions, hydrophobic interactions, and thermodynamic activities. Isotherm parameters for each model were first determined through twenty repeated fits to a set of mAb - Capto MMC batch isotherm data spanning a range of loading, ionic strength, and pH as well as a set of mAb - Capto Adhere batch data at constant pH. The batch isotherm data were used in two ways-spanning the full range of loading or consisting of only the high concentration data points. Predictive ability was defined through the model's capacity to capture prominent changes in salt gradient elution behavior with respect to pH for Capto MMC or unique elution patterns and yield losses with respect to gradient slope for Capto Adhere. In both cases, model performance was quantified using a scoring metric based on agreement in peak characteristics for column predictions and accuracy of fit for the batch data. These scores were evaluated for all twenty isotherm fits and their corresponding column predictions, thereby producing a statistical distribution of model performances. Model complexity (number of isotherm parameters) was then considered through use of the Akaike information criterion (AIC) calculated from the score distributions. While model performance for Capto MMC benefitted substantially from removal of low protein concentration data, this was not the case for Capto Adhere; this difference was likely due to the qualitatively different shapes of the isotherms between the two resins. Surprisingly, the top-performing (high accuracy with minimal number of parameters) isotherm model was the same for both resins. The extended steric mass action (SMA) isotherm (containing both protein-salt and protein-protein activity terms) accurately captured both the pH-dependent elution behavior for Capto MMC as well as loss in protein recovery with increasing gradient slope for Capto Adhere. In addition, this isotherm model achieved the highest median score in both resin systems, despite it lacking any explicit hydrophobic stoichiometric terms. The more complex isotherm models, which explicitly accounted for both electrostatic and hydrophobic interaction stoichiometries, were ill-suited for Capto MMC and had lower AIC model likelihoods for Capto Adhere due to their increased complexity. Interestingly, the ability of the extended SMA isotherm to predict the Capto Adhere results was largely due to the protein-salt activity coefficient, as determined via isotherm parameter sensitivity analyses. Further, parametric studies on this parameter demonstrated that it had a major impact on both binding affinity and elution behavior, therein fully capturing the impact of hydrophobic interactions. In summary, we were able to determine the isotherm formalisms most capable of consistently predicting a wide range of column behavior for both a multimodal cation-exchange and multimodal anion-exchange resin with high accuracy, while containing a minimized set of model parameters.

Relationship of Impairments in Associative Learning With Intellectual Disability and Cerebellar Hypoplasia in Autistic Children

BACKGROUND AND OBJECTIVES

The severity of autism spectrum disorder (ASD) varies widely and is associated with intellectual disability (ID) and brain dysmorphology. We tested the hypothesis that the heterogeneity of ASD can be accounted for, in part, by altered associative learning measured by eye-blink conditioning (EBC) paradigms, used to test for forebrain and cerebellar dysfunction across the full range of ASD severity and intellectual ability.

METHODS

Children in this cohort study were diagnosed with ASD or typical development (TD); most children were recruited from a 10-year longitudinal study. Outcome measures were the percentage and timing of conditioned eye-blink responses (CRs) acquired to a tone, recorded photometrically and related to measures of ASD severity, IQ, and age 2 brain morphometry by MRI. A sequence of trace and delay EBC was used. Analysis of variance, t test, and logistic regression (LR) were used.

RESULTS

Sixty-two children were studied at school age. Nine children with ASD with ID since age 2 (ASD + ID; IQ = 49 ± 6; 11.9 ± 0.2 years old [±SD]) learned more slowly than 30 children with TD (IQ = 120 ± 16; 10.5 ± 1.5 years old [±SD]) during trace EBC and showed atypically early-onset CRs (1.4 SD pre-TD) related to hypoplasia of the cerebellum at age 2 but not of the amygdala, hippocampus, or cerebral cortex. Conversely, 16 children with ASD with robust intellectual development since age 2 (IQ = 100 ± 3; 12.0 ± 0.4 years old [±SD]) learned typically but showed early-onset CRs only during long-delay EBC (0.8 SD pre-TD) unrelated to hypoplasia of any measured brain area. Using 16 EBC measures, binary LR classified ASD and TD with 80% accuracy (95% CI = 72-88%), 81% sensitivity (95% CI = 69-92%), and 79% specificity (95% CI = 68-91%); multinomial LR more accurately classified children based on ID (94% accuracy, 95% CI = 89-100%) than ASD severity (85% accuracy, 95% CI = 77-93%). Separate analyses of 39 children with MRI (2.1 ± 0.3 years old [±SD]) indicated that cerebellar hypoplasia did not predict ASD + ID over ages 2-4 (Cohen d = 0.3) compared with early-onset CRs during age 11 trace EBC (Cohen d = -1.3).

DISCUSSION

Trace EBC reveals the relationship between cerebellar hypoplasia and ASD + ID likely by engaging cerebrocerebellar circuits involved in intellectual ability and implicit timing. Follow-up prospective studies using associative learning can determine whether ID can be predicted in children with early ASD diagnoses.

Synaptic protein interaction networks encode experience by assuming stimulus-specific and brain-region-specific states

A core network of widely expressed proteins within the glutamatergic post-synapse mediates activity-dependent synaptic plasticity throughout the brain, but the specific proteomic composition of synapses differs between brain regions. Here, we address the question, how does proteomic composition affect activity-dependent protein-protein interaction networks (PINs) downstream of synaptic activity? Using quantitative multiplex co-immunoprecipitation, we compare the PIN response of in vivo or ex vivo neurons derived from different brain regions to activation by different agonists or different forms of eyeblink conditioning. We report that PINs discriminate between incoming stimuli using differential kinetics of overlapping and non-overlapping PIN parameters. Further, these "molecular logic rules" differ by brain region. We conclude that although the PIN of the glutamatergic post-synapse is expressed widely throughout the brain, its activity-dependent dynamics show remarkable stimulus-specific and brain-region-specific diversity. This diversity may help explain the challenges in developing molecule-specific drug therapies for neurological disorders.

Remodeling of the Homer-Shank interactome mediates homeostatic plasticity

Neurons maintain stable levels of excitability using homeostatic synaptic scaling, which adjusts the strength of a neuron's postsynaptic inputs to compensate for extended changes in overall activity. Here, we investigated whether prolonged changes in activity affect network-level protein interactions at the synapse. We assessed a glutamatergic synapse protein interaction network (PIN) composed of 380 binary associations among 21 protein members in mouse neurons. Manipulating the activation of cultured mouse cortical neurons induced widespread bidirectional PIN alterations that reflected rapid rearrangements of glutamate receptor associations involving synaptic scaffold remodeling. Sensory deprivation of the barrel cortex in live mice (by whisker trimming) caused specific PIN rearrangements, including changes in the association between the glutamate receptor mGluR5 and the kinase Fyn. These observations are consistent with emerging models of experience-dependent plasticity involving multiple types of homeostatic responses. However, mice lacking Homer1 or Shank3B did not undergo normal PIN rearrangements, suggesting that the proteins encoded by these autism spectrum disorder-linked genes serve as structural hubs for synaptic homeostasis. Our approach demonstrates how changes in the protein content of synapses during homeostatic plasticity translate into functional PIN alterations that mediate changes in neuron excitability.

Data-driven multi-objective optimization via grid compatible simplex technique and desirability approach for challenging high throughput chromatography applications

Recently, a grid compatible Simplex variant has been demonstrated to identify optima consistently and rapidly in challenging high throughput (HT) applications in early bioprocess development. Here, this method is extended by deploying it to multi-objective optimization problems. Three HT chromatography case studies are presented, each posing challenging early development situations and including three responses which were amalgamated by the adoption of the desirability approach. The suitability of a design of experiments (DoE) methodology per case study, using regression analysis in addition to the desirability approach, was evaluated for a large number of weights and in the presence of stringent and lenient performance requirements. Despite the adoption of high-order models, this approach had low success in identification of the optimal conditions. For the deployment of the Simplex approach, the deterministic specification of the weights of the merged responses was avoided by including them as inputs in the formulated multi-objective optimization problem, facilitating this way the decision making process. This, and the ability of the Simplex method to locate optima, rendered the presented approach highly successful in delivering rapidly operating conditions, which belonged to the Pareto set and offered a superior and balanced performance across all outputs compared to alternatives. Moreover, its performance was relatively independent of the starting conditions and required sub-minute computations despite its higher order mathematical functionality compared to DoE techniques. These evidences support the suitability of the grid compatible Simplex method for early bioprocess development studies involving complex data trends over multiple responses. © 2018 The Authors Biotechnology Progress published by Wiley Periodicals, Inc. on behalf of American Institute of Chemical Engineers Biotechnol. Prog., 34:1393-1406, 2018.

Exploring the social brain

How does the brain physiology of young children with autism differ from that of typically-developing children?

Autism and Classical Eyeblink Conditioning: Performance Changes of the Conditioned Response Related to Autism Spectrum Disorder Diagnosis

Changes in the timing performance of conditioned responses (CRs) acquired during trace and delay eyeblink conditioning (EBC) are presented for diagnostic subgroups of children having autism spectrum disorder (ASD) aged 6-15 years. Children diagnosed with autistic disorder (AD) were analyzed separately from children diagnosed with either Asperger's syndrome or Pervasive developmental disorder (Asp/PDD) not otherwise specified and compared to an age- and IQ-matched group of children who were typically developing (TD). Within-subject and between-groups contrasts in CR performance on sequential exposure to trace and delay EBC were analyzed to determine whether any differences would expose underlying functional heterogeneities of the cerebral and cerebellar systems, in ASD subgroups. The EBC parameters measured were percentage CRs, CR onset latency, and CR peak latency. Neither AD nor Asp/PDD groups were impaired in CR acquisition during trace or delay EBC. Both AD and Asp/PDD altered CR timing, but not always in the same way. Although the AD group showed normal CR timing during trace EBC, the Asp/PDD group showed a significant 27 and 28 ms increase in CR onset and peak latency, respectively, during trace EBC. In contrast, the direction of the timing change was opposite during delay EBC, during which the Asp/PDD group showed a significant 29 ms decrease in CR onset latency and the AD group showed a larger 77 ms decrease in CR onset latency. Only the AD group showed a decrease in CR peak latency during delay EBC, demonstrating another difference between AD and Asp/PDD. The difference in CR onset latency during delay EBC for both AD and Asp/PDD was due to an abnormal prevalence of early onset CRs that were intermixed with CRs having normal timing, as observed both in CR onset histograms and mean CR waveforms. In conclusion, significant heterogeneity in EBC performance was apparent between diagnostic groups, and this may indicate that EBC performance can report the heterogeneity in the neurobiological predispositions for ASD. The findings will inform further explorations with larger cohorts, different sensory modalities, and different EBC paradigms and provide a reference set for future EBC studies of children having ASD and non-human models.

Neuromagnetic oscillations predict evoked-response latency delays and core language deficits in autism spectrum disorders

Previous studies have observed evoked response latency as well as gamma band superior temporal gyrus (STG) auditory abnormalities in individuals with autism spectrum disorders (ASD). A limitation of these studies is that associations between these two abnormalities, as well as the full extent of oscillatory phenomena in ASD in terms of frequency and time, have not been examined. Subjects were presented pure tones at 200, 300, 500, and 1,000 Hz while magnetoencephalography assessed activity in STG auditory areas in a sample of 105 children with ASD and 36 typically developing controls (TD). Findings revealed a profile such that auditory STG processes in ASD were characterized by pre-stimulus abnormalities across multiple frequencies, then early high-frequency abnormalities followed by low-frequency abnormalities. Increased pre-stimulus activity was a 'core' abnormality, with pre-stimulus activity predicting post-stimulus neural abnormalities, group membership, and clinical symptoms (CELF-4 Core Language Index). Deficits in synaptic integration in the auditory cortex are associated with oscillatory abnormalities in ASD as well as patient symptoms. Increased pre-stimulus activity in ASD likely demonstrates a fundamental signal-to-noise deficit in individuals with ASD, with elevations in oscillatory activity suggesting an inability to maintain an appropriate 'neural tone' and an inability to rapidly return to a resting state prior to the next stimulus.

RNA interference of GluN1 inhibits neuronal rhythmogenesis in the adult inferior olive

RNA interference (RNAi) to knockdown N-methyl-D-aspartate receptor (NMDAR) function is being investigated to address disorders associated with pathological brain rhythms. A motivating finding has been that pharmacological block of NMDARs inhibited oscillations in neuronal membrane potential that entrain rhythmic bursts of action potentials. To determine whether transient effects of NMDAR antagonist drugs to inhibit neuronal rhythmicity can be stably induced with genetic specificity, we examined the effects of RNAi of GluN1 protein on the subthreshold oscillations (STOs) of neurons in the inferior olive (IO), a pacemaking nucleus necessary for motor and cognitive timing. Western blot of dissociated neurons demonstrated 90% knockdown of GluN1 after a strong in vivo transduction by a dual-microRNA lentiviral vector. GluN1 RNAi in whole-cell-patched IO neurons blocked both membrane depolarization and STOs typically induced by NMDAR activation for up to 54 days without affecting input resistance, membrane capacitance, action potential firing, high-threshold Ca(2+) spikes, the hyperpolarization-activated current Ih, or the activation of the low-threshold Ca(2+) current I(T). Although an off-target effect on Cav3 expression was ruled out also by BlastN query, we found that GluN1 RNAi chronically eliminated I(T)-dependent STOs at resting membrane potential, well below the activation threshold of the NMDAR channel. In the context of a recent report showing that NMDAR activation induces STOs as it strengthens electrical coupling, the long-term block of STOs by GluN1 RNAi may relate to the loss of an essential support mechanism. Lentivector-mediated RNAi of GluN1 provides a novel technique for future investigations of NMDAR involvement in electrical oscillations and behavior.

NMDA receptor activation strengthens weak electrical coupling in mammalian brain

Electrical synapses are formed by gap junctions and permit electrical coupling, which shapes the synchrony of neuronal ensembles. Here, we provide a direct demonstration of receptor-mediated strengthening of electrical coupling in mammalian brain. Electrical coupling in the inferior olive of rats was strengthened by activation of NMDA-type glutamate receptors (NMDARs), which were found at synaptic loci and at extrasynaptic loci 20-100 nm proximal to gap junctions. Electrical coupling was strengthened by pharmacological and synaptic activation of NMDARs, whereas costimulation of ionotropic non-NMDAR glutamate receptors transiently antagonized the effect of NMDAR activation. NMDAR-dependent strengthening (1) occurred despite increased input conductance, (2) induced Ca(2+)-influx microdomains near dendritic spines, (3) required activation of the Ca(2+)/calmodulin-dependent protein-kinase II, (4) was restricted to neurons that were weakly coupled, and (5) thus strengthened coupling, mainly between nonadjacent neurons. This provided a mechanism to expand the synchronization of rhythmic membrane potential oscillations by chemical neurotransmitter input.

Children with autism spectrum disorders show abnormal conditioned response timing on delay, but not trace, eyeblink conditioning

Children with autism spectrum disorder (ASD) and age-matched typically-developing (TD) peers were tested on two forms of eyeblink conditioning (EBC), a Pavlovian associative learning paradigm where subjects learn to execute an appropriately-timed eyeblink in response to a previously neutral conditioning stimulus (CS). One version of the task, trace EBC, interposes a stimulus-free interval between the presentation of the CS and the unconditioned stimulus (US), a puff of air to the eye which causes the subjects to blink. In delay EBC, the CS overlaps in time with the delivery of the US, usually with both stimuli terminating simultaneously. ASD children performed normally during trace EBC, exhibiting no differences from TD subjects with regard to the learning rate or the timing of the conditioned response. However, when subsequently tested on delay EBC, subjects with ASD displayed abnormally-timed conditioned eye blinks that began earlier and peaked sooner than those of TD subjects, consistent with previous findings. The results suggest an impaired ability of children with ASD to properly time conditioned eye blinks which appears to be specific to delay EBC. We suggest that this deficit may reflect a dysfunction of the cerebellar cortex in which increases in the intensity or duration of sensory input can temporarily disrupt the accuracy of motor timing over short temporal intervals.

Escherichia coli-based cell free production of flagellin and ordered flagellin display on virus-like particles

Bacterial flagellin has been explored as a potential vaccine adjuvant for enhancing immune responses. In this article, we describe Escherichia coli-based cell-free protein synthesis (CFPS) as a method to rapidly produce soluble phase 1 flagellin (FliC) protein from Salmonella typhimurium. The yield was about 300 µg/mL and the product had much higher affinity for the TLR5 receptor (EC50 = 2.4 ± 1.4 pM) than previously reported. The flagellin coding sequence was first optimized for cell-free expression. We then found that the D0 domain at the C-terminus of flagellin was susceptible to proteolytic degradation in the CFPS system. Proteolysis was reduced by protease inhibitors, the use of protease-deficient cell extracts or deletion of the flagellin D0 domain. A human Toll-Like Receptor 5 (hTLR5)-specific bioactivity analysis of purified flagellin demonstrated that, although the D0 domain is far from the TLR5 recognition region, it is important for flagellin bioactivity. We next incorporated a non-natural amino acid displaying an alkyne moiety into flagellin using the CFPS system and attached flagellin to hepatitis B core virus-like particles (VLPs) using bioorthogonal azide-alkyne cycloaddition reactions. The ordered and oriented VLP display of flagellin increased its specific TLR5 stimulation activity by approximately 10-fold.

Consensus paper: pathological role of the cerebellum in autism

There has been significant advancement in various aspects of scientific knowledge concerning the role of cerebellum in the etiopathogenesis of autism. In the current consensus paper, we will observe the diversity of opinions regarding the involvement of this important site in the pathology of autism. Recent emergent findings in literature related to cerebellar involvement in autism are discussed, including: cerebellar pathology, cerebellar imaging and symptom expression in autism, cerebellar genetics, cerebellar immune function, oxidative stress and mitochondrial dysfunction, GABAergic and glutamatergic systems, cholinergic, dopaminergic, serotonergic, and oxytocin-related changes in autism, motor control and cognitive deficits, cerebellar coordination of movements and cognition, gene-environment interactions, therapeutics in autism, and relevant animal models of autism. Points of consensus include presence of abnormal cerebellar anatomy, abnormal neurotransmitter systems, oxidative stress, cerebellar motor and cognitive deficits, and neuroinflammation in subjects with autism. Undefined areas or areas requiring further investigation include lack of treatment options for core symptoms of autism, vermal hypoplasia, and other vermal abnormalities as a consistent feature of autism, mechanisms underlying cerebellar contributions to cognition, and unknown mechanisms underlying neuroinflammation.

Cell-free production of trimeric influenza hemagglutinin head domain proteins as vaccine antigens

In order to effectively combat pandemic influenza threats, there is a need for more rapid and robust vaccine production methods. In this article, we demonstrate E. coli-based cell-free protein synthesis (CFPS) as a method to rapidly produce domains from the protein hemagglutinin (HA), which is present on the surface of the influenza virus. The portion of the HA coding sequence for the "head" domain from the 2009 pandemic H1N1 strain was first optimized for E. coli expression. The protein domain was then produced in CFPS reactions and purified in soluble form first as a monomer and then as a trimer by a C-terminal addition of the T4 bacteriophage foldon domain. Production of soluble trimeric HA head domain was enhanced by introducing stabilizing amino acid mutations to the construct in order to avoid aggregation. Trimerization was verified using size exclusion HPLC, and the stabilized HA head domain trimer was more effectively recognized by antibodies from pandemic H1N1 influenza vaccine recipients than was the monomer and also bound to sialic acids more strongly, indicating that the trimers are correctly formed and could be potentially effective as vaccines.

Sarcoidosis-induced alopecia

Cutaneous sarcoidosis of the scalp may induce scarring alopecia, which clinically resembles other forms of primary cicatricial alopecia. Differentiation via histologic evaluation is necessary because sarcoidosis demonstrates classical non-caseating granulomas. Review of the literature reveals that sarcoidosis-induced alopecia occurs more commonly in black females age 23 to 78, with the majority of patients having coexisting facial sarcoidosis with pulmonary and lymph node involvement. Given the strong association between sarcoidal alopecia and systemic sarcoidosis, evaluation of the patient is indicated if alopecia is the initial presenting manifestation.

Localization of BiP to translating ribosomes increases soluble accumulation of secreted eukaryotic proteins in an Escherichia coli cell-free system

The endoplasmic reticulum (ER) resident Hsp70 chaperone, BiP, docks to the Sec translocon and interacts co-translationally with polypeptides entering the ER to encourage proper folding. In order to recreate this interaction in Escherichia coli cell-free protein synthesis (CFPS) reactions, a fusion protein was formed between the ribosome-binding portion of the E. coli protein trigger factor (TF) and BiP. The biophysical affinity to ribosomes as well as the characteristic Hsp70 ATPase activity were both verified for the fusion protein. When added to E. coli-based CFPS reactions, the TF-BiP fusion chaperone increased soluble yields of several protein fragments that are normally secreted through the ER and have poor solubility in typical CFPS reactions. For comparison, a fusion between TF and the native E. coli Hsp70, DnaK, was also constructed. This fusion was also biologically active and increased soluble yields of certain protein targets in CFPS. The TF-BiP fusion described in this study can be seen as a first step in reconstituting and better understanding ER folding pathways in the prokaryotic environment of E. coli CFPS.

Gamma oscillations in the auditory cortex of awake rats

Numerous reports of human electrophysiology have demonstrated gamma (30-150 Hz) frequency oscillations in the auditory cortex during listening. However, only a small number of studies in non-human animals have provided evidence for gamma oscillations during listening. In this report, multi-site recordings from primary auditory cortex (A1) were carried out using a 16-channel microelectrode array in awake rats as they passively listened to tones. We addressed two fundamental questions: (i) Is passive listening associated with an increase in gamma oscillation in A1? And, if so: (ii) Are A1 gamma oscillations during passive listening coherent within local networks and/or over long distances? All sites within A1 showed a short-latency burst of activity in the low-gamma (30-70 Hz) and high-gamma (90-150 Hz) bands in the local field potential (LFP). Additionally, 53% of sites within A1 also showed longer-latency bursts of gamma oscillation that occurred episodically for up to 350 ms after tone onset, but these varied both in latency and in occurrence across trials. There was significant coherence in the low-gamma band between spike activity and the LFP recorded with the same electrode. However, neither LFPs nor the spike activity between sites spaced at least 300 μm apart showed coherent activity in the gamma band. The experiments demonstrated that gamma oscillations are present, but not uniformly expressed, throughout A1 during passive listening and that there is strong local coherence in the spatiotemporal organization of gamma activity.

Multiply mutated Gaussia luciferases provide prolonged and intense bioluminescence

Gaussia luciferase (GLuc) from the copepod Gaussia princeps is both the smallest and brightest known luciferase. GLuc catalyzes the oxidation of coelenterazine to produce an intense blue light but with a very short emission half-life. We report mutated GLucs with much longer luminescence half-lives that retain the same initial intensity as the wild-type enzyme. The GLuc variants were produced using cell-free protein synthesis to provide high yields and rapid production of fully active product as well as simple non-natural amino acid substitution. By incorporating homopropargylglycine and attaching PEG using azide-alkyne click reactions, we also show that the four methionines in GLuc are surface accessible. The mutants provide a significantly improved reporter protein for both in vivo and in vitro studies, and the successful non-natural amino acid incorporation and PEG attachment indicate the feasibility of producing useful bioconjugates using click attachment reactions.

Continuous electrical oscillations emerge from a coupled network: a study of the inferior olive using lentiviral knockdown of connexin36

Do continuous subthreshold oscillations in membrane potential within an electrically coupled network depend on gap junctional coupling? For the inferior olive (IO), modeling and developmental studies suggested that the answer is yes, although physiological studies of connexin36 knock-out mice lacking electrical coupling suggested that the answer is no. Here we addressed the question differently by using a lentivirus-based vector to express, in the IO of adult rats, a single amino acid mutation of connexin36 that disrupts the intracellular trafficking of wild-type connexin36 and blocks gap junctional coupling. Confocal microscopy of green fluorescence protein-labeled dendrites revealed that the mutant connexin36 prevented wild-type connexin36 from being expressed in dendritic spines of IO neurons. Intracellular recordings from lentivirally transduced IO networks revealed that robust and continuous subthreshold oscillations require gap junctional coupling of IO neuron somata within 40 microm of one another. Topological studies indicated that the minimal coupled network for supporting such oscillations may be confined to the dendritic arbor of a single IO neuron. Occasionally, genetically uncoupled IO neurons showed transient oscillations; however, these were not sustained longer than 3 s and were 69% slower and 71% smaller than the oscillations of normal IO neurons, a finding replicated with carbenoxolone, a pharmacological antagonist of gap junctions. The experiments provided the first direct evidence that gap junctional coupling between neurons, specifically mediated by connexin36, allows a continuous network oscillation to emerge from a population of weak and episodic single-cell oscillators. The findings are discussed in the context of the importance of gap junctions for cerebellar rhythms involved in movement.

Normal motor learning during pharmacological prevention of Purkinje cell long-term depression

Systemic delivery of (1R-1-benzo thiophen-5-yl-2[2-diethylamino)-ethoxy] ethanol hydrochloride (T-588) prevented long-term depression (LTD) of the parallel fiber (PF)-Purkinje cell (PC) synapse induced by conjunctive climbing fiber and PF stimulation in vivo. However, similar concentrations of T-588 in the brains of behaving mice and rats affected neither motor learning in the rotorod test nor the learning of motor timing during classical conditioning of the eyeblink reflex. Rats given doses of T-588 that prevented PF-PC LTD were as proficient as controls in learning to adapt the timing of their conditioned eyeblink response to a 150- or 350-ms change in the timing of the paradigm. The experiment indicates that PF-PC LTD under control of the climbing fibers is not required for general motor adaptation or the learning of response timing in two common models of motor learning for which the cerebellum has been implicated. Alternative mechanisms for motor timing and possible functions for LTD in protection from excitotoxicity are discussed.

Is autism due to brain desynchronization?

The hypothesis is presented that a disruption in brain synchronization contributes to autism by destroying the coherence of brain rhythms and slowing overall cognitive processing speed. Particular focus is on the inferior olive, a precerebellar structure that is reliably disrupted in autism and which normally generates a coherent 5-13 Hz rhythmic output. New electrophysiological data reveal that the continuity of the rhythmical oscillation in membrane potential generated by inferior olive neurons requires the formation of neuronal assemblies by the connexin36 protein that mediates electrical synapses and promotes neuronal synchrony. An experiment with classical eyeblink conditioning is presented to demonstrate that the inferior olive is necessary to learn about sequences of stimuli presented at intervals in the range of 250-500 ms, but not at 700 ms, revealing that a disruption of the inferior olive slows stimulus processing speed on the time scale that is lost in autistic children. A model is presented in which the voltage oscillation generated by populations of electrically synchronized inferior olivary neurons permits the utilization of sequences of stimuli given at, or faster than, 2 per second. It is expected that the disturbance in inferior olive structure in autism disrupts the ability of inferior olive neurons to become electrically synchronized and to generate coherent rhythmic output, thereby impairing the ability to use rapid sequences of cues for the development of normal language skill. Future directions to test the hypothesis are presented.

Fundamental role of inferior olive connexin 36 in muscle coherence during tremor

Inferior olive (IO) neurons are electrically coupled by cytosolic pores formed by the neuron-specific connexin 36 (Cx36). Electrical coupling in the IO figures prominently in current views about brain control of movement. However, a role for Cx36 in movement has been questioned and not definitively demonstrated. Previous reports have shown that embryonic deletion of the Cx36 gene resulted in almost complete loss of cytosolic and electrical coupling in the IO without an obvious deficit in movement, possibly due to developmental compensations in ionic conductances that can confound the approach of embryonic gene deletion. We used a replication-incompetent lentiviral vector to stably express a dominant-negative Cx36 mutant in the IO of adult rats. We show that interneuronal cytosolic coupling is severely reduced by the mutant Cx36, without effect on neuron morphology or electrical properties. Multisite electromyography revealed that blocking Cx36 in the IO impaired the coherence of muscle firing during harmaline tremor without affecting its rhythm. The data demonstrate that gap junction coupling within the IO mediated by Cx36 adds 10-20 ms of precision to the fine temporal coordination of muscle firing during movement.

Fundamental role of inferior olive connexin 36 in muscle coherence during tremor

Inferior olive (IO) neurons are electrically coupled by cytosolic pores formed by the neuron-specific connexin 36 (Cx36). Electrical coupling in the IO figures prominently in current views about brain control of movement. However, a role for Cx36 in movement has been questioned and not definitively demonstrated. Previous reports have shown that embryonic deletion of the Cx36 gene resulted in almost complete loss of cytosolic and electrical coupling in the IO without an obvious deficit in movement, possibly due to developmental compensations in ionic conductances that can confound the approach of embryonic gene deletion. We used a replication-incompetent lentiviral vector to stably express a dominant-negative Cx36 mutant in the IO of adult rats. We show that interneuronal cytosolic coupling is severely reduced by the mutant Cx36, without effect on neuron morphology or electrical properties. Multisite electromyography revealed that blocking Cx36 in the IO impaired the coherence of muscle firing during harmaline tremor without affecting its rhythm. The data demonstrate that gap junction coupling within the IO mediated by Cx36 adds 10-20 ms of precision to the fine temporal coordination of muscle firing during movement.

Independently movable multielectrode array to record multiple fast-spiking neurons in the cerebral cortex during cognition

A multiple microelectrode carrier system is described that allows each of 16 microelectrodes in a high-density array to be manipulated in the brain independently by remote control during a cognitive task. Descriptions of the carrier system, advancing techniques, and microelectrode design are presented that allow high-fidelity, extracellular recordings of multiple cerebral cortex neurons with high signal-to-noise ratio and day-to-day repeatability. The motivation for the new carrier system was to provide a method to target multi-microelectrode recordings to a distinct population of fast-spiking neurons in the cerebral cortex during a behavioral task to assess their involvement in selective attention. Recent work using intracellular recording in vitro and single-neuron extracellular recordings in vivo has demonstrated that subpopulations of cortical interneurons can be identified on the basis of their action potential waveform and response to sensory input, and that such interneurons play a fundamental role in generating cortical rhythmicity associated with vigilant wakefulness. A new behavioral paradigm is presented, based on Pavlov's and Kamin's classic work on compound conditioning, that permits the electrophysiological patterns of selective attention among neuronal ensembles to be distinguished from those of sensation without attention in a primary sensory cortex. Our approach of multiple, individually guided cerebral cortical recordings in behaving rats during a complex cognitive task is beginning to provide new support for the role of fast cerebral rhythms in selective attention.

Functional significance of climbing-fiber synchrony: a population coding and behavioral analysis

Population coding and behavioral approaches were taken toward analyzing the functional significance of the climbing-fiber system. Analyses of neuronal interaction using the joint peristimulus time histogram showed that given a low rate of firing, the climbing-fiber system organizes itself to fire synchronously during movement--a feature that bears little or no relationship to the modulation in firing rate during movement or whether olivary neurons respond to a sensory stimulus. Moreover, the climbing-fiber system avoids synchrony during a passive sensory response but actively makes a transition into synchrony as a movement is initiated. Thus, from a functional viewpoint, the active feature of the climbing-fiber system to organize into synchronously firing cell ensembles is uniquely motor. Analyses of behaving rats without an inferior olive revealed that the climbing-fiber system optimizes the timing of skilled movement by reducing reaction time and the interval between repetitive movements by 100 milliseconds. Finally, using classical delay eyeblink conditioning, it was found that the inferior olive is essential for learning about rapid sequences of events but not the same event sequence when given more slowly. It was concluded that the climbing-fiber system exerts its function through synchrony, which provides a 100 ms advantage in movement speed and the ability to learn about events that are rapidly presented in time.

The serotonin hypothesis of myoclonus from the perspective of neuronal rhythmicity

A quantitative analysis of two rat syndromes of myoclonus are presented, modeling myoclonic epilepsy and postanoxic myoclonus. Like the human conditions, both of the models benefit therapeutically from drugs that act on the serotonin system. The rat model of myoclonic epilepsy is associated with a profound loss of serotonin throughout the brain (except in the striatum) and is generated by an oscillator that is synchronized around the midline. The rat model of posthypoxic myoclonus does not demonstrate a significant reduction in serotonin in any location of its brain and is generated by a non-oscillating circuit in the medulla. Although some forms of myoclonic epilepsy may benefit from serotonin drugs because they are caused by a decrease in brain serotonin, our data indicate that posthypoxic myoclonus is not caused by a decrease in the serotonergic innervation of any region of the brain. That the raphe nuclei do not degenerate after global brain ischemia was noted by C. David Marsden in a discussion of the histologic findings of three of his human cases of posthypoxic myoclonus (page 117 of reference 10) and led him to question the hypothesis that posthypoxic myoclonus was due to a loss of serotonin neurons. Our data confirm his observation in the rat, but also indicate that density of serotonin fibers and terminals throughout the brain is not reduced by the brain ischemia that produces posthypoxic myoclonus. It remains to be determined whether the physiologic responsiveness of serotonin neurons is altered by global brain ischemia and whether changes in serotonin release or serotonin receptor properties are associated with posthypoxic myoclonus. The stability of the serotonin system in posthypoxic myoclonic rats is remarkable when one considers the wide range of disorders that is produced by the prolonged brain ischemia. The inability of the most severely posthypoxic myoclonic rats to perform 7-Hz tongue protrusions indicates substantial physiologic disruption of brainstem motor function. Moreover, the posthypoxic myoclonic rat suffers from ataxia, seizures, retrograde amnesia, and impaired ability to learn. The wide spectrum of these deficits is sharply constrasted by its apparently intact serotonin system. We have identified the inferior olive as a locus that may generate the rhythmic components of tremor and myoclonus in syndromes that are truly associated with a dramatic loss of brainstem serotonin. Serotonin acts within the inferior olive to constrain its rhythmic firing. Without intraolivary serotonin, olivary neurons are predisposed to oscillate continuously, providing a substrate upon which sustained rhythmic spiking may be superimposed. It is clear that such unconstrained rhythmicity produces synchronized whole-body tremor at 10 Hz (33, 41-43). The effects of serotonin to suppress olivocerebellar rhythmicity are mediated by postsynaptic 5-HT2 receptors that reduce the magnitude of the low-threshold calcium conductance, IT. It is notable that dysregulation of this conductance has been associated with hyper-rhythmic states in the thalamus underlying cognitive disorders ranging from depression to tinnitus (49), indicating a common mechanism underlying a variety of neurologic conditions. The identification of a specific brainstem locus (inferior olive), serotonin receptor 5-HT2, and ionic current IT involved in a form of rhythmic myoclonus may provide multiple clues toward which future pharmacotherapies can be directed.

Why do Purkinje cells die so easily after global brain ischemia? Aldolase C, EAAT4, and the cerebellar contribution to posthypoxic myoclonus

The experiments strongly suggested that the reason why Purkinje cells die so easily after global brain ischemia relates to deficiencies in aldolase C and EAAT4 that allow them to survive pathologically intense synaptic input from the inferior olive after the restoration of blood flow. This conclusion is based on: (a) the remarkably tight correspondence between the regional absence of aldolase C and EAAT4 in Purkinje cells and the patterned loss of Purkinje cells after a bout of global brain ischemia; (b) the necessity of the olivocerebellar pathway for the ischemic death of Purkinje cells; and (c) the build-up of pathologically synchronous and high-frequency burst activity within the inferior olive during recovery from ischemia. Indeed, the correspondence between the absence of aldolase C and EAAT4 to sensitivity to ischemia could be demonstrated for zones of Purkinje cells as small as two neurons. A second finding was that Purkinje cells are not uniformly sensitive to transient ischemia, since they die most frequently in zones where aldolase C and EAAT4 are absent. One implication of the experiment is that factors beyond the unique synaptic and membrane properties of Purkinje cells play an important role in determining this neuron's high sensitivity to ischemia. The data strongly imply that two properties of Purkinje cells that make them susceptible to ischemic death are their reduced capability to sequester glutamate and reduced ability to generate energy during anoxia. The patterned death of Purkinje cells is sufficient to induce a form of audiogenic myoclonus, as determined with a neurotoxic dose of ibogaine. Ibogaine-induced myoclonus is recognized behaviorally as a reduced ability to habituate to a startle stimulus and resembles the myoclonic jerk of rats during recovery from a prolonged bout of global brain ischemia. Commonalities of ischemia and ibogaine-induced neurodegeneration are the intricately striped Purkinje cell loss in the posterior lobe and a nearly complete deafferentation of the lateral aspect of the fastigial nucleus from the cerebellar cortex, in particular the dorsolateral protuberance. Thus, the data point strongly to a cerebellar contribution to audiogenic myoclonus. Single-neuron electrophysiology experiments in monkeys have demonstrated that the evoked activity in the deep cerebellar nuclei occurs too late to initiate the startle response (60) and electromyography of the postischemic myoclonus of rats corroborates this view (see Chapter 31) (20). However, the nearly complete loss of GABAergic terminals in the dorsolateral protuberance after Purkinje cell death would be expected to dramatically increase its tonic firing and the background excitation of the brain-stem structures that it innervates. The fastigial nucleus innervates a large number of autonomic and motor structures in the brainstem and diencephalon, including the ventrolateral nucleus of the thalamus and the gigantocellular reticular nucleus in the medulla--structures that have been implicated in human posthypoxic myoclonus (6, 7). We propose that the posthypoxic myoclonic jerk of rats is, at least in part, due to disinhibition of the fastigial nucleus produced by patterned Purkinje cell death in the vermis. The argument is as follows: the loss of GABAergic inhibition in the fastigial nucleus after ischemia leads to diaschisis of the motor thalamus and reticular formation which, in turn, is responsible for enhanced motor excitability and myoclonus. That the audiogenic myoclonus after global brain ischemia in the rat gradually resolves over a period of 2 to 3 weeks is consistent with this view, as restoration of background excitability after CNS damage in rats has been documented to occur within this time-frame (61). Our view brings together the physiologic finding that posthypoxic myoclonus appears to originate in the sensory-motor cortices and/or reticular formation with the consistent anatomical finding of Purkinje cell loss after ischemia, and explains the puzzle of Marsden's unique cases of myoclonus associated with coeliac disease (1). Moreover, our argument is consistent with findings both in rats (62, 63) and humans (64) that damage to the vermis impairs the long-term habituation of the startle reflex. It remains to be determined whether the pathologically enhanced startle responses after vermal damage resemble brain-stem reticular or cortical myoclonus at the electrophysiologic level of analysis. What is the purpose of the regional expression of aldolase C and EAAT4 in Purkinje cells? The close correspondence between the spatial distribution of aldolase C and the parasagittal anatomy of the cerebellum (48) has led to the view that aldolase C may help specify connectivity during development. While the present experiments do not address this issue, they underscore the fact that aldolase plays a fundamental role in metabolism. Because Purkinje cells have a repressed expression of aldolase A (31), whatever role the absence of aldolase C may play during development comes at the price of metabolic frailty later in adulthood. From another point of view, aldolase C and EAAT4 appear to confer upon Purkinje cells the ability to survive their own climbing fiber. Indeed, climbing fibers form a distributed synapse that synchronously releases glutamate (or aspartate) at all levels of the dendritic tree simultaneously (65, 66). Such synchronous activation triggers calcium influx throughout the Purkinje cell dendrites at a magnitude that is unparalleled in the nervous system (12), and, thus, places an extraordinarily high metabolic demand on the Purkinje cell. The apparently reduced level of aldolase in a subpopulation of Purkinje cells provides the condition for energy failure and death during anoxia so long as the climbing fibers are intact or when climbing fiber activation is pharmacologically enhanced under normoxic conditions, such as after ibogaine (53-56). Lastly, the argument that diaschisis produced by patterned cerebellar degeneration leads to thalamo-cortical and reticular hyperexcitability agrees with C. David Marsden and his colleagues' bold demonstration of an inhibitory influence of cerebellar cortex on motor cortex in humans (67). Our anatomic data indicate that the spatially distinct zones of Purkinje cells, which are killed by global brain ischemia, may be the origin of such inhibition.

A dominant negative mutation of neuronal connexin 36 that blocks intercellular permeability

Rat connexin 36 (Cx36) was mutated by substituting serine for cysteine at residue 231 (C231S) and the mutant's effect on the subcellular localization of wild-type Cx36 and the intercellular permeability that it confers was determined in human HeLa and rat PC12 cells. Cells transfected with the mutant or wild-type Cx36 cDNA expressed the expected 36 kDa protein and Cx36 immunoreactivity. Co-immunoprecipitation experiments with monkey COS-7 cells transiently transfected with both mutant and wild-type Cx36 cDNAs demonstrated that the mutant protein bound to the wild-type. Double immunofluorescence microscopy of stably transfected HeLa cells demonstrated that mutant Cx36 blocked the transport of the wild-type Cx36 to the cell membrane, primarily by trapping it in the endoplasmic reticulum around the nucleus. Coexpression of the mutant Cx36 with the wild-type protein abolished the ability of the latter to permit dye transfer in both HeLa and PC12 cells. The findings are the first demonstration of a mutation of Cx36 that inhibits wild-type Cx36 function in mammalian cells.

Dynamic modulation of mossy fiber system throughput by inferior olive synchrony: a multielectrode study of cerebellar cortex activated by motor cortex

We investigated the effects of climbing fiber synchrony on the temporal dynamics of mossy fiber system throughput in populations of cerebellar Purkinje cells (PCs). A multielectrode technique was used in ketamine-anesthetized rats that allowed both complex and simple spikes (CSs and SSs) to be recorded from multiple PCs simultaneously in lobule crus IIa. Stimulation of the tongue area of the primary motor cortex (TM1) was used to evoke cerebro-cerebellar interaction. At the single PC level, robust short-term interactions of CSs and SSs were observed after TM1 stimulation that typically consisted of an immediate depression and subsequent enhancement of SS firing after the occurrence of a CS. Such modulations of SS rate in a given PC were as robustly correlated to the CSs of simultaneously recorded PCs as they were to the CS on its own membrane-and did not require a CS on its own membrane-indicating a network basis for the interaction. Analyses of simultaneously recorded PCs using the normalized joint perievent time histogram demonstrated that CS and SS firing were dynamically correlated after TM1 stimulation in a manner that indicated strong control of mossy fiber system throughput by CS synchrony. For < or =300 ms after TM1 stimulation, most PCs showed episodic modulations in SS rate that appeared to be entrained by the population rhythm of climbing fiber synchrony. SS rhythmicity also was modulated dynamically by CSs, such that it was depressed by CSs and facilitated by their absence. Like the modulations in SS rate, a given PC's modulation in SS rhythmicity did not require it to fire a CS but was, on those instances, equally correlated to the synchronous CSs of other PCs. The data indicate that the climbing fiber system controls the temporal dynamics of SS firing in populations of PCs by using synchrony to engage intracerebellar circuitry and modulate mossy fiber system throughput.

Serotonin suppresses subthreshold and suprathreshold oscillatory activity of rat inferior olivary neurones in vitro

The effect of serotonin on membrane potential oscillations of inferior olivary neurones was studied in brainstem slices from 10- to 19-day-old rats. Serotonin at 50 and 5 microM induced a mean depolarization of 9.4 and 7.7 mV, respectively, that was preceded by a reversible suppression of subthreshold membrane potential oscillations. These effects were not changed by 1 microM tetrodotoxin and the suppression of subthreshold oscillations persisted after current-mediated restoration of resting potential. In spontaneously active neurones, serotonin abolished the rhythmicity of action potential firing without affecting spike frequency. Serotonin reduced the slope of the calcium-mediated rebound spike and both the duration and amplitude of the subsequent afterhyperpolarization. Serotonin also shifted the voltage dependence of the rebound spike to more negative values. Hyperpolarizing current pulses (200 ms) revealed that serotonin increased the pre-rectification and steady-state components of membrane resistance by 37 and 38 %, respectively, in 66 % of neurones, but decreased these parameters by 14 and 20% in the remaining cells. The serotonin effects were antagonized by 5 microM methysergide or 1-5 microM ketanserin and were mimicked by 10-20 microM dimethoxy-4-iodoamphetamine but not 10 microM 8-hydroxy-2-(di-N-propylamino)-tetralin. The data indicate that serotonin suppresses the rhythmic activity of olivary neurones via 5-HT2 receptors by inhibition of the T-type calcium current in combination with membrane depolarization due to activation of a cation current (Ih) and block of a resting K+ current (fast IK(ir)). This modulatory action of serotonin may account for the differential propensity of olivary neurones to fire rhythmically during different behavioural states in vivo.

Patterns of spontaneous purkinje cell complex spike activity in the awake rat

The olivocerebellar system is known to generate periodic synchronous discharges that result in synchronous (to within 1 msec) climbing fiber activation of Purkinje cells (complex spikes) organized in parasagittally oriented strips. These results have been obtained primarily in anesthetized animals, and so the question remains whether the olivocerebellar system generates such patterns in the awake animal. To this end, multiple electrode recordings of crus 2a complex spike activity were obtained in awake rats conditioned to execute tongue movements in response to a tone. After removal of all movement- and tone-related activity, the remaining data were examined to characterize spontaneous complex spike activity in the alert animal. Spontaneous complex spikes occurred at an average firing rate of 1 Hz and a clear approximately 10 Hz rhythmicity. Analysis of the autocorrelograms using a rhythm index indicated that the large majority of Purkinje cells displayed rhythmicity, similar to that in the anesthetized preparation. In addition, the patterns of synchronous complex spike activity were also similar to those observed in the anesthetized preparation (i.e., simultaneous activity was found predominantly among Purkinje cells located within the same parasagittally oriented strip of cortex). The results provide unequivocal evidence that the olivocerebellar system is capable of generating periodic patterns of synchronous activity in the awake animal. These findings support the extrapolation of previous results obtained in the anesthetized preparation to the waking state and are consistent with the timing hypothesis concerning the role of the olivocerebellar system in motor coordination.

Systemic harmaline blocks associative and motor learning by the actions of the inferior olive

Is there a role for the inferior olive in learning? Novel paradigms of conditioning involving tongue protrusion were developed using the rat to test whether: (a) the indole alkaloid harmaline blocks associative learning via actions within the inferior olive, and (b) the inferior olive is required for associative and motor learning. Harmaline blocked associative learning as measured by the absence of conditioned responses to a tone over six daily sessions of conditioning and the absence of retention without harmaline. Harmaline's effect on associative learning was completely blocked by prior removal of the inferior olive with 3-acetylpyridine. Rats whose inferior olives were chronically lesioned showed normal associative learning, normal associative memory, and could learn to modify tongue protrusion via a motor learning paradigm involving response shaping. Removal of the inferior olive degraded the performance of the licking motor system by increasing the latency of conditioned tongue protrusions and by increasing the temporal variability of rhythmic licking elicited by intraoral water. The experiments raise doubt as to whether the inferior olive encodes memory in the cerebellum but demonstrate that the inferior olive is essential for the temporal precision of movement. The results indicate that harmaline's antilearning action is produced by its ability to exaggerate the normal propensity of olivary neurons to fire rhythmically, a process that must be constrained under physiological conditions for normal learning to occur. It is concluded that there may be an important role for the rhythmic activity of inferior olivary neurons in the temporal processes that underlie both motor control and learning.

Acute inactivation of the inferior olive blocks associative learning

Can acute inactivation of the inferior olive block associative learning? We anaesthetized the inferior olive with lidocaine while rabbits simultaneously: (i) performed conditioned nictitating membrane responses to a flashing light to which they had already been trained; and (ii) underwent their first experience with classical conditioning of the same response to a tone. Inactivation of the inferior olive immediately and reversibly abolished the performance of conditioned responses and prevented learning during rabbits' initial conditioning with a tone-conditioned stimulus. When olivary function was restored, rabbits showed no signs of having learned under olivary anaesthesia. The experiment demonstrates that an acute disruption in olivary function can block learning, in addition to severely degrading motor control. The results are interpreted to indicate the importance of the inferior olive in optimizing learning, perhaps through a general role in regulating temporal processing.

Removal of the inferior olive abolishes myoclonic seizures associated with a loss of olivary serotonin

Several lines of clinical evidence suggest that myoclonus is caused by a reduction of serotonin in the brain and hyperactivity of the inferior olive. We determined whether a change in serotonin content within the olivocerebellar system accompanied a predisposition to myoclonus and investigated the necessity of the inferior olive for a myoclonic seizure. The experiments employed the genetically epilepsy-prone rat that exhibits a profound myoclonic seizure in response to an auditory stimulus. We found that these animals demonstrated a significant reduction in the serotonergic innervation of the inferior olive without a significant change in the serotonergic innervation at any other level of the olivocerebellar circuit. The deficit in olivary serotonin was verified physiologically and pharmacologically by a reduced sensitivity of the genetically epilepsy-prone rat to the tremorogenic effect of harmaline, which is known to produce tremor through a mechanism that requires serotonergic innervation of the inferior olive. We quantified the timing of the myoclonic seizure of the genetically epilepsy-prone rat and found that its large amplitude 2-6 Hz clonus was always preceded by 9-10 Hz tremor that was synchronized among limbs. Ablation of the inferior olive by 3-acetylpyridine abolished the myoclonic seizure. The specificity of the deficit in olivary serotonin, the timing of the seizure, and the demonstration of the necessity of the inferior olive for myoclonus suggest that pathological inferior olivary activity contributes to the genesis of a myoclonic seizure.

A New Approach to the Analysis of Multidimensional Neuronal Activity: Markov Random Fields

How can information hidden in a spatial configuration of neuronal activity be addressed? The Markov Random Field method for the analysis of the spatial component of a multidimensional neuronal process is introduced and after simulations is applied to experimental data on rat at olivocerebellar activity. Using this method it was determined, for the first time, that the activity demonstrates dynamic coupling and may have different fine spatial substructures. The results obtained support the view that the inferior olive serves as a movement organizing centre that controls motor activity by means of spatially as well as temporally organized patterns of coherent activity. Copyright 1997 Elsevier Science Ltd.

The cerebellum, LTD, and memory: alternative views

Collapse

Some organizing principles for the control of movement based on olivocerebellar physiology

Motor control is defined as the process of restricting the output of the motor nervous system so that meaningful and coordinated behavior ensues. The high dimensionality of the computation underlying motor control is presented and a simplifying framework is outlined. Evidence that movements are performed non-continuously is reviewed as is the construct of the 'motor synergy' as a fundamental unit of control. It is proposed that the pulsatile nature of movement and the tendency of muscle collectives to be activated as synergies reflect processes that the nervous system has evolved to reduce the dimensionality of motor control. We propose that the inferior olive simplifies the computation underlying motor control by biasing the activities of spinal and cranial motor systems so that discrete collectives of muscles are predisposed to contract at specific times during movement. The well-characterized oscillatory activity of olivary neurons is postulated to provide a pacemaking signal and to restrict the control process to particular moments in time while the process of electrotonic coupling and uncoupling of assemblies of olivary neurons is proposed to underlie the spatial distribution of synergic muscle activations. It is proposed that the olivocerebellar contribution to the control process is to allow movements to be executed rapidly in a feedforward manner, so that the need for sensory guidance and feedback is minimized.

Dynamic organization of motor control within the olivocerebellar system

What is the role of the cerebellum in motor coordination? Such coordination depends upon the integrity of the inferior olive, a major cerebellar afferent, as its lesion produces ataxic and dysmetric movement abnormalities. Using multiple-microelectrode recordings, we report here that there are domains of Purkinje cell activity that are generated by olivary input during skilled tongue movements in rats. Such activity domains are highly rhythmic and time-locked to movement. Patterns of synchronous olivocerebellar activity are geometrically complex and can change during a sequence of movements. The results support the view that the inferior olive organizes movement in time, by entraining motor-neuronal firing through rhythmic activation of the cerebellum, and in space, by synchronously activating cell ensembles that allow the use of individual muscles. Dynamic repatterning of olivocerebellar synchrony may allow different combinations of muscles to be used for movements intended to have varying spatial structures.

On the cerebellum and motor learning

A critical review of the role of the cerebellum in motor learning is presented. Specifically, the hypothesis that the climbing fibers that issue from the inferior olive serve to modify the responsiveness of cerebellar Purkinje cells is evaluated. It is concluded that there is no convincing evidence, at this time, to support the view that a long-term modification of Purkinje cell activity is either the basis of motor learning or an authentic mechanism of cerebellar function. An alternative view, based on the biophysical, anatomical and ensemble properties of olivary neurons, suggests an important role for the olivocerebellar system in the coordination of movements. Future work in this interesting area of neuroscience will distinguish these two hypotheses.

Recoverable and nonrecoverable deficits in conditioned responses after cerebellar cortical lesions

This study reexamined the effects of unilateral damage to cerebellar hemispheral lobule VI on the rabbit's conditioned nictitating membrane (NM) response. Extensive unilateral removal of hemispheral lobule VI in 11 rabbits impaired ipsilateral conditioned responses as reflected by reductions of 52% in mean frequency and 53% in mean amplitude during test trials on the first postoperative session. The decreases in the amplitude and frequency of conditioned responses were highly correlated (r = 0.82). The frequency of conditioned responses recovered to control levels but their amplitudes remained reduced such that the correlation between these two measures of responding was no longer significant by the 12th postoperative conditioning session. The decrease in the amplitude of conditioned responses was not accompanied by changes in onset latency or rise time. There was no significant impairment of conditioned responses in surgical controls and animals with only partial damage to hemispheral lobule VI. It was concluded that hemispheral lobule VI plays an important role in the regulation of motor centers in the brainstem so as to facilitate the initiation and optimum execution of the conditioned NM reflex. This cortical regulation of the conditioned NM response may contain learned elements; however, these cannot be resolved with lesion methods, nor has their existence been proven in this or other lesion studies. Nevertheless, the results of this study do demonstrate that the cerebellar cortex cannot be considered as the single locus necessary for NM conditioning.

Changes in the motor pattern of learned and unlearned responses following cerebellar lesions: a kinematic analysis of the nictitating membrane reflex

Kinematic and dynamic analyses were employed to study the effects of cerebellar lesions on conditioned and unconditioned nictitating membrane responses in the rabbit. It was found that conditioned responses acquired to an auditory stimulus accelerated in two bursts as indicated by two distinct peaks of acceleration. The second peak of acceleration was very weak during the early portions of conditioning but became a prominent feature of the conditioned response over 16 sessions of conditioning. The second peak of acceleration in the conditioned response was more sensitive to cerebellar damage than was the first peak. When lesions of the cerebellum permanently reduced the amplitude of conditioned responses, but did not affect their frequency, the second peak of acceleration was nearly abolished while the first peak was unaffected. When cerebellar lesions profoundly impaired both the amplitude and frequency of conditioned responses, large and permanent impairments occurred in both peaks of acceleration. Lesions of the anterior interpositus nucleus most severely impaired both peaks of acceleration in the conditioned response and significantly reduced the acceleration of unconditioned responses across a wide range of intensities of corneal air puff. The deficit in the acceleration of unconditioned responses became manifest only after membrane extension exceeded 0.12 mm. The impairment in the amplitude of the unconditioned response after cerebellar lesions more closely approximated the impairment in the amplitude of the conditioned response when the force-generating properties of the conditioned and unconditioned stimuli were equated. It was hypothesized, therefore, that one reason why conditioned responses are so easily disrupted by cerebellar lesions is because they are of low force and not simply because they are learned. It was proposed that the two peaks of acceleration that characterize the conditioned response represent the function of two distinct anatomical systems. The first, a short-latency system, initiates the response and is most likely mediated by circuits that traverse the pontomedullary reticular formation. The second, a longer-latency system, amplifies response amplitude and its neural basis remains to be elucidated. The two components of the conditioned response may reflect two sequential bursts of activity in the accessory abducens nucleus, the principal site of the motoneurons for the retractor bulbi muscle, or may reflect the synergistic activity of the accessory abducens nucleus and the motor nuclei of the other extraocular muscles. It was concluded that the vulnerability of the second component of the conditioned response to cerebellar damage reflects an important role for the cerebellum in modulating the degree to which long-latency neural systems contribute to the ongoing performance of learned and unlearned behaviors.

Pavlovian conditioning in the rabbit during inactivation of the interpositus nucleus

1. We have examined the role of the anterior interpositus nucleus (AIP) of the cerebellum in Pavlovian conditioning of the nictitating membrane response (NMR) of the rabbit with the use of reversible brain lesions produced by the local anaesthetic lidocaine. Previous experiments have demonstrated that destructive lesions of the AIP prevent the performance of conditioned NMRs (CRs). Microinjections of lidocaine into the AIP were used in the present experiment to determine whether the deficit in the performance of CRs resulted from a deficit in learning or memory. 2. A 3-phase procedure was employed to determine whether associative learning required the function of the AIP. In phase 1, rabbits were trained to make CRs to a flashing-light conditioned stimulus (CS) that was paired with an air-puff unconditioned stimulus (UCS) directed at the cornea. In phase 2, the AIP was anaesthetized during a session of conditioning in which a tone CS was paired with the UCS. Presentations of the light CS were interpolated throughout the tone conditioning in order to monitor the degree to which CRs were impaired by lidocaine. Phase 3 occurred after the effects of the lidocaine had dissipated and consisted of a test of retention to determine whether learning occurred during phase 2 but could not be expressed because of a performance deficit resulting from the inactivation of the AIP. 3. Infusion of lidocaine into the AIP abolished CRs to the light CS and prevented the performance of CRs to the tone CS in phase 2. The effect of the infusion was specifically due to a conduction block of neurons and/or fibres in the lateral aspect of the AIP. The infusion of lidocaine into regions surrounding the AIP did not affect CRs elicited by the light CS or prevent acquisition of CRs to the tone. Infusions of saline directly into the AIP did not impair the performance of CRs to either the tone or light CS. Quantitative analysis of diffusion revealed that the abolition of CRs was accompanied by anaesthetization of the AIP. 4. The retention test in phase 3 indicated that learning occurred normally during phase 2 when the AIP was inactivated and performance was abolished. When the function of the AIP was restored and performance had recovered, the subjects demonstrated a frequency of CRs to the tone CS that was indistinguishable from control subjects whose performance had never been impaired. 5. The CRs observed during the retention test provided an unequivocal measure of associative learning.(ABSTRACT TRUNCATED AT 400 WORDS)