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1.
Biotechnol Prog ; : e3483, 2024 Jun 10.
Artículo en Inglés | MEDLINE | ID: mdl-38856182

RESUMEN

While high-throughput (HT) experimentation and mechanistic modeling have long been employed in chromatographic process development, it remains unclear how these techniques should be used in concert within development workflows. In this work, a process development workflow based on HT experiments and mechanistic modeling was constructed. The integration of HT and modeling approaches offers improved workflow efficiency and speed. This high-throughput in silico (HT-IS) workflow was employed to develop a Capto MMC polishing step for mAb aggregate removal. High-throughput batch isotherm data was first generated over a range of mobile phase conditions and a suite of analytics were employed. Parameters for the extended steric mass action (SMA) isotherm were regressed for the multicomponent system. Model validation was performed using the extended SMA isotherm in concert with the general rate model of chromatography using the CADET modeling software. Here, step elution profiles were predicted for eight RoboColumn runs across a range of ionic strength, pH, and load density. Optimized processes were generated through minimization of a complex objective function based on key process metrics. Processes were evaluated at lab-scale using two feedstocks, differing in composition. The results confirmed that both processes obtained high monomer yield (>85%) and removed ∼ 50 % $$ \sim 50\% $$ of aggregate species. Column simulations were then carried out to determine sensitivity to a wide range of process inputs. Elution buffer pH was found to be the most critical process parameter, followed by resin ionic capacity. Overall, this study demonstrated the utility of the HT-IS workflow for rapid process development and characterization.

2.
J Chromatogr A ; 1693: 463878, 2023 Mar 29.
Artículo en Inglés | MEDLINE | ID: mdl-36827799

RESUMEN

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.


Asunto(s)
Resinas de Intercambio Aniónico , Proteínas , Cromatografía por Intercambio Iónico/métodos , Proteínas/química , Resinas de Intercambio Aniónico/química , Termodinámica
3.
Neurology ; 100(6): e639-e650, 2023 02 07.
Artículo en Inglés | MEDLINE | ID: mdl-36443015

RESUMEN

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.


Asunto(s)
Trastorno del Espectro Autista , Trastorno Autístico , Discapacidad Intelectual , Humanos , Niño , Preescolar , Lactante , Trastorno del Espectro Autista/complicaciones , Trastorno del Espectro Autista/diagnóstico por imagen , Estudios de Cohortes , Discapacidad Intelectual/complicaciones , Estudios Longitudinales , Estudios Prospectivos , Cerebelo/diagnóstico por imagen , Prosencéfalo
4.
Cell Rep ; 37(9): 110076, 2021 11 30.
Artículo en Inglés | MEDLINE | ID: mdl-34852231

RESUMEN

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.


Asunto(s)
Parpadeo/efectos de los fármacos , Encéfalo/metabolismo , Metoxihidroxifenilglicol/análogos & derivados , N-Metilaspartato/farmacología , Mapas de Interacción de Proteínas , Proteoma/metabolismo , Sinapsis/metabolismo , Animales , Encéfalo/efectos de los fármacos , Condicionamiento Palpebral , Agonistas de Aminoácidos Excitadores/farmacología , Femenino , Masculino , Metoxihidroxifenilglicol/farmacología , Ratones , Plasticidad Neuronal , Proteoma/análisis , Sinapsis/efectos de los fármacos
5.
Sci Signal ; 14(681)2021 05 04.
Artículo en Inglés | MEDLINE | ID: mdl-33947797

RESUMEN

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.


Asunto(s)
Trastorno del Espectro Autista , Plasticidad Neuronal , Animales , Homeostasis , Ratones , Neuronas , Sinapsis
6.
J Chromatogr A ; 1593: 54-62, 2019 May 24.
Artículo en Inglés | MEDLINE | ID: mdl-30739757

RESUMEN

Chromatography is a cornerstone of biologics downstream purification processes, and there is an ever increasing demand for improved speed and efficiency in process development. Scale-down models are used in process development to optimize operating conditions and study process robustness while expending as little time and material as possible. The advent of automated liquid handling systems and miniature columns has taken the efficiency of process development to another level by allowing up to eight column runs in parallel with column volumes under 1 ml. As expected, results between these miniature columns and typical lab/manufacturing scale columns can deviate due to scale dependent and/or configuration dependent differences. Regulatory guidelines do not require an exact match in scale-down and large scale data, but do require that small scale models account for scale effects, be representative of the commercial process, and be scientifically justified. Therefore, it is important to gain insight into what causes differences between scales and account for them during development. Mechanistic models can be used to understand the physics of the process (fluid flow, mass transfer, etc.) as a function of scale, and provide explanation for deviations that may be observed. We have used mechanistic modeling to study the factors leading to differences in pool sizes observed between scales, and to make predictions on lab scale pool sizes from miniature column data. Results indicate that changes in mass transfer parameters, specifically axial dispersion, between scales leads to the observed differences in pool size. Additionally, we have studied the effect of system differences between automated liquid handling systems and conventional preparative chromatography systems on elution pool volume. This work provides new insight into the fundamental differences observed between scales and overcomes the challenge of enabling the use of miniature column chromatography as a scale-down model for process characterization.


Asunto(s)
Cromatografía , Modelos Teóricos
7.
Biotechnol Prog ; 34(6): 1393-1406, 2018 11.
Artículo en Inglés | MEDLINE | ID: mdl-30294895

RESUMEN

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.


Asunto(s)
Algoritmos , Biotecnología/métodos , Cromatografía/métodos , Ensayos Analíticos de Alto Rendimiento
8.
Elife ; 72018 03 01.
Artículo en Inglés | MEDLINE | ID: mdl-29493508

RESUMEN

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


Asunto(s)
Trastorno del Espectro Autista , Trastorno Autístico , Encéfalo , Niño , Humanos
9.
Front Psychiatry ; 7: 137, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-27563293

RESUMEN

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.

10.
J Neurosci ; 36(24): 6497-502, 2016 06 15.
Artículo en Inglés | MEDLINE | ID: mdl-27307237

RESUMEN

UNLABELLED: Inferior olive (IO) neurons are critical for motor coordination and exhibit oscillations in membrane potential that are subthreshold for spiking. The prevalence, coherence, and continuity of those subthreshold oscillations (STOs) depend upon resonant interactions between neighboring neurons supported by electrical coupling. Many studies of the olivocerebellar system in rodents, in which STOs were related to tremor, whisking, and licking, fueled a debate over whether IO STOs were relevant for primates whose repertoire of movement is generally less periodic. The debate was never well informed due to the lack of a direct examination of the physiological properties of primate IO neurons. Here, we obtained dual patch-clamp recordings of neighboring IO neurons from young adult macaques in brainstem slices and compared them to identical recordings from rats. Macaque IO neurons exhibited an equivalent prevalence of continuous STOs as rats (45 vs 54%, respectively). However, macaque STOs were slower (1-4 Hz) and did not overlap with the dominant 4-9 Hz frequency of rats. The slower STO frequency of macaques was at least partially due to a prolonged membrane time constant and increased membrane capacitance that could be attributed to stronger electrical coupling and greater total dendritic length. The presence of synchronized STOs in the IO of adult macaques, coincident with strong and prevalent electrical coupling, answers a fundamental outstanding question in cerebellar neuroscience and is consistent with a prominent role for synchronized oscillation in primate sensory-motor control. SIGNIFICANCE STATEMENT: It was debated whether inferior olive (IO) neurons of primates behave as synchronized oscillators as was found for rodents using intracellular, optical, and multielectrode recordings. An inability to resolve this issue using single-Purkinje cell extracellular recordings in monkeys limited our understanding of timing mechanisms in the primate brain. Using dual whole-cell recordings from the IO of young adult rhesus macaques in acutely prepared brainstem slices, our work demonstrates that pairs of primate IO neurons show synchronized oscillations in membrane potential. The findings have strong mechanistic and translational relevance, as IO activation has been implicated in humans' perceptual timing of sensory events and motricity.


Asunto(s)
Relojes Biológicos/fisiología , Uniones Comunicantes/fisiología , Potenciales de la Membrana/fisiología , Neuronas/fisiología , Núcleo Olivar/fisiología , Animales , Animales Recién Nacidos , Biotina/análogos & derivados , Biotina/metabolismo , Dendritas/fisiología , Estimulación Eléctrica , Femenino , Técnicas In Vitro , Macaca mulatta , Masculino , Neuronas/citología , Técnicas de Placa-Clamp
11.
Biotechnol Prog ; 32(2): 404-19, 2016 03.
Artículo en Inglés | MEDLINE | ID: mdl-26821762

RESUMEN

The identification of feasible operating conditions during the early stages of bioprocess development is implemented frequently through High Throughput (HT) studies. These typically employ techniques based on regression analysis, such as Design of Experiments. In this work, an alternative approach, based on a previously developed variant of the Simplex algorithm, is compared to the conventional regression-based method for three experimental systems involving polishing chromatography and protein refolding. This Simplex algorithm variant was found to be more effective in identifying superior operating conditions, and in fact it reached the global optimum in most cases involving multiple optima. By contrast, the regression-based method often failed to reach the global optimum, and in many cases reached poor operating conditions. The Simplex-based method is further shown to be robust in dealing with noisy experimental data, and requires fewer experiments than regression-based methods to reach favorable operating conditions. The Simplex-variant also lends itself to the use of HT analytical methods, when they are available, which can assist in avoiding analytical bottlenecks. It is suggested that this Simplex-variant is ideally suited to rapid optimization in early-phase process development. © 2016 American Institute of Chemical Engineers Biotechnol. Prog., 32:404-419, 2016.


Asunto(s)
Algoritmos , Ensayos Analíticos de Alto Rendimiento , Cromatografía , Replegamiento Proteico , Análisis de Regresión
12.
Biotechnol Bioeng ; 113(6): 1273-83, 2016 06.
Artículo en Inglés | MEDLINE | ID: mdl-26639315

RESUMEN

High throughput experimental strategies are central to the rapid optimization of biologics purification processes. In this work, we extend common high throughput technologies towards the characterization of a multi-column chromatography process for a monoclonal antibody (mAb). Scale-down strategies were first evaluated by comparing breakthrough, retention, and performance (yields and clearance of aggregates and host cell protein) across miniature and lab scale columns. The process operating space was then evaluated using several integrated formats, with batch experimentation to define process testing ranges, miniature columns to evaluate the operating space, and comparison to traditional scale columns to establish scale-up correlations and verify the determined operating space. When compared to an independent characterization study at traditional lab column scale, the high throughput approach identified the same control parameters and similar process sensitivity. Importantly, the high throughput approach significantly decreased time and material needs while improving prediction robustness. Miniature columns and manufacturing scale centerpoint data comparisons support the validity of this approach, making the high throughput strategy an attractive and appropriate scale-down tool for the formal characterization of biotherapeutic processes in the future if regulatory acceptance of the miniature column data can be achieved. Biotechnol. Bioeng. 2016;113: 1273-1283. © 2015 Wiley Periodicals, Inc.


Asunto(s)
Anticuerpos Monoclonales/química , Anticuerpos Monoclonales/aislamiento & purificación , Células CHO/química , Cromatografía por Intercambio Iónico/métodos , Ensayos Analíticos de Alto Rendimiento/métodos , Manejo de Especímenes/métodos , Animales , Cricetulus , Contaminación de Medicamentos/prevención & control
13.
J Autism Dev Disord ; 45(2): 395-405, 2015 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-23963591

RESUMEN

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.


Asunto(s)
Corteza Auditiva/fisiopatología , Ondas Encefálicas/fisiología , Trastornos Generalizados del Desarrollo Infantil/fisiopatología , Trastornos Generalizados del Desarrollo Infantil/psicología , Potenciales Evocados Auditivos/fisiología , Trastornos del Desarrollo del Lenguaje/fisiopatología , Estimulación Acústica , Adolescente , Estudios de Casos y Controles , Niño , Trastornos Generalizados del Desarrollo Infantil/complicaciones , Femenino , Humanos , Lenguaje , Magnetoencefalografía , Masculino , Tiempo de Reacción/fisiología
14.
J Mol Neurosci ; 55(2): 416-29, 2015 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-24930901

RESUMEN

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.


Asunto(s)
Potenciales de Acción , Bulbo Raquídeo/metabolismo , Receptores de N-Metil-D-Aspartato/metabolismo , Animales , Canales de Calcio Tipo T/genética , Canales de Calcio Tipo T/metabolismo , Bulbo Raquídeo/citología , Bulbo Raquídeo/fisiología , Neuronas/metabolismo , Neuronas/fisiología , Células PC12 , Periodicidad , Interferencia de ARN , Ratas , Receptores de N-Metil-D-Aspartato/genética
15.
Biotechnol Prog ; 30(3): 626-35, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-24616450

RESUMEN

The emergence of monoclonal antibody (mAb) therapies has created a need for faster and more efficient bioprocess development strategies in order to meet timeline and material demands. In this work, a high-throughput process development (HTPD) strategy implementing several high-throughput chromatography purification techniques is described. Namely, batch incubations are used to scout feasible operating conditions, miniature columns are then used to determine separation of impurities, and, finally, a limited number of lab scale columns are tested to confirm the conditions identified using high-throughput techniques and to provide a path toward large scale processing. This multistep approach builds upon previous HTPD work by combining, in a unique sequential fashion, the flexibility and throughput of batch incubations with the increased separation characteristics for the packed bed format of miniature columns. Additionally, in order to assess the applicability of using miniature columns in this workflow, transport considerations were compared with traditional lab scale columns, and performances were mapped for the two techniques. The high-throughput strategy was utilized to determine optimal operating conditions with two different types of resins for a difficult separation of a mAb monomer from aggregates. Other more detailed prediction models are cited, but the intent of this work was to use high-throughput strategies as a general guide for scaling and assessing operating space rather than as a precise model to exactly predict performance.


Asunto(s)
Anticuerpos Monoclonales/aislamiento & purificación , Cromatografía , Proteínas Recombinantes/aislamiento & purificación , Anticuerpos Monoclonales/biosíntesis , Ensayos Analíticos de Alto Rendimiento , Proteínas Recombinantes/biosíntesis , Flujo de Trabajo
16.
Neuron ; 81(6): 1375-1388, 2014 Mar 19.
Artículo en Inglés | MEDLINE | ID: mdl-24656255

RESUMEN

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.


Asunto(s)
Encéfalo/metabolismo , Calcio/metabolismo , Sinapsis Eléctricas/metabolismo , Uniones Comunicantes/metabolismo , Potenciales de la Membrana , Receptores de N-Metil-D-Aspartato/metabolismo , Animales , Encéfalo/efectos de los fármacos , Espinas Dendríticas/efectos de los fármacos , Espinas Dendríticas/ultraestructura , Sinapsis Eléctricas/efectos de los fármacos , Uniones Comunicantes/efectos de los fármacos , Transporte Iónico/efectos de los fármacos , Transporte Iónico/fisiología , Potenciales de la Membrana/efectos de los fármacos , Potenciales de la Membrana/fisiología , N-Metilaspartato/farmacología , Neuronas/efectos de los fármacos , Neuronas/ultraestructura , Ratas , Ratas Sprague-Dawley , Transducción de Señal/efectos de los fármacos , Transducción de Señal/fisiología , Ácido alfa-Amino-3-hidroxi-5-metil-4-isoxazol Propiónico/metabolismo
17.
Proc Natl Acad Sci U S A ; 111(1): 125-30, 2014 Jan 07.
Artículo en Inglés | MEDLINE | ID: mdl-24344259

RESUMEN

The rapid dissemination of the 2009 pandemic H1N1 influenza virus emphasizes the need for universal influenza vaccines that would broadly protect against multiple mutated strains. Recent efforts have focused on the highly conserved hemagglutinin (HA) stem domain, which must undergo a significant conformational change for effective viral infection. Although the production of isolated domains of multimeric ectodomain proteins has proven difficult, we report a method to rapidly produce the properly folded HA stem domain protein from influenza virus A/California/05/2009 (H1N1) by using Escherichia coli-based cell-free protein synthesis and a simple refolding protocol. The T4 bacteriophage fibritin foldon placed at the C terminus of the HA stem domain induces trimer formation. Placing emphasis on newly exposed protein surfaces, several hydrophobic residues were mutated, two polypeptide segments were deleted, and the number of disulfide bonds in each monomer was reduced from four to two. High pH and Brij 35 detergent emerged as the most beneficial factors for improving the refolding yield. To stabilize the trimer of the HA stem-foldon fusion, new intermolecular disulfide bonds were finally introduced between foldon monomers and between stem domain monomers. The correct immunogenic conformation of the stabilized HA stem domain trimer was confirmed by using antibodies CR6261, C179, and FI6 that block influenza infection by binding to the HA stem domain trimer. These results suggest great promise for a broadly protective vaccine and also demonstrate a unique approach for producing individual domains of complex multimeric proteins.


Asunto(s)
Glicoproteínas Hemaglutininas del Virus de la Influenza/biosíntesis , Subtipo H1N1 del Virus de la Influenza A/química , Vacunas contra la Influenza/biosíntesis , Anticuerpos Neutralizantes/química , Anticuerpos Antivirales/química , Antígenos Virales/biosíntesis , Bacteriófago T4/química , Sistema Libre de Células , Cristalografía por Rayos X , Disulfuros/química , Relación Dosis-Respuesta a Droga , Escherichia coli/metabolismo , Humanos , Concentración de Iones de Hidrógeno , Gripe Humana/prevención & control , Modelos Moleculares , Desnaturalización Proteica , Pliegue de Proteína , Multimerización de Proteína , Estructura Terciaria de Proteína
18.
Biotechnol Bioeng ; 110(8): 2073-85, 2013 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-23519642

RESUMEN

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.


Asunto(s)
Adyuvantes Inmunológicos/aislamiento & purificación , Escherichia coli/metabolismo , Flagelina/aislamiento & purificación , Antígenos del Núcleo de la Hepatitis B/aislamiento & purificación , Receptor Toll-Like 5/agonistas , Vacunas de Partículas Similares a Virus/aislamiento & purificación , Adyuvantes Inmunológicos/metabolismo , Escherichia coli/genética , Flagelina/metabolismo , Antígenos del Núcleo de la Hepatitis B/metabolismo , Humanos , Salmonella typhimurium/genética , Vacunas de Partículas Similares a Virus/metabolismo
19.
Dermatol Online J ; 18(8): 4, 2012 Aug 15.
Artículo en Inglés | MEDLINE | ID: mdl-22948054

RESUMEN

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.


Asunto(s)
Alopecia/etiología , Sarcoidosis/complicaciones , Negro o Afroamericano , Alopecia/etnología , Alopecia/patología , Cicatriz/complicaciones , Femenino , Humanos , Masculino , Persona de Mediana Edad , Sarcoidosis/etnología , Sarcoidosis/patología , Cuero Cabelludo/patología , Factores Sexuales
20.
Biotechnol Bioeng ; 109(12): 2962-9, 2012 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-22729608

RESUMEN

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.


Asunto(s)
Antígenos Virales/metabolismo , Sistema Libre de Células , Glicoproteínas Hemaglutininas del Virus de la Influenza/biosíntesis , Subtipo H1N1 del Virus de la Influenza A/inmunología , Vacunas contra la Influenza/biosíntesis , Antígenos Virales/química , Antígenos Virales/genética , Bacteriófago T4/genética , Electroforesis en Gel de Poliacrilamida , Ensayo de Inmunoadsorción Enzimática , Escherichia coli/genética , Fetuínas/metabolismo , Glicoproteínas Hemaglutininas del Virus de la Influenza/química , Glicoproteínas Hemaglutininas del Virus de la Influenza/genética , Subtipo H1N1 del Virus de la Influenza A/genética , Subtipo H1N1 del Virus de la Influenza A/metabolismo , Vacunas contra la Influenza/química , Vacunas contra la Influenza/genética , Mutación , Ácido N-Acetilneuramínico/metabolismo , Estructura Terciaria de Proteína , Proteínas Recombinantes/biosíntesis , Proteínas Recombinantes/química , Proteínas Recombinantes/genética , Proteínas Recombinantes/aislamiento & purificación
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