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1.
Brain ; 2024 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-38748482

RESUMEN

ATP-sensitive potassium (KATP) channels couple cell metabolism to cellular electrical activity. Humans affected by severe activating mutations in KATP channels suffer from developmental delay, epilepsy, and neonatal diabetes (DEND syndrome). While the aetiology of diabetes in DEND syndrome is well understood, the pathophysiology of the neurological symptoms remains unclear. We hypothesised that impaired activity of parvalbumin-positive interneurons (PV-INs) may result in seizures and cognitive problems. We found, by performing electrophysiological experiments, that expressing the DEND mutation Kir6.2-V59M selectively in mouse PV-INs reduced intrinsic gamma frequency preference and short-term depression as well as disturbed cognition-associated gamma oscillations and hippocampal sharp waves. Furthermore, the risk of seizures was increased and the day-night shift in gamma activity disrupted. Blocking KATP channels with tolbutamide partially rescued the network oscillations. The non-reversible part may, to some extent, result from observed altered PV-IN dendritic branching and PV-IN arrangement within CA1. In summary, PV-INs play a key role in DEND syndrome, and this provides a framework for establishing treatment options.

2.
Int J Mol Sci ; 25(13)2024 Jun 22.
Artículo en Inglés | MEDLINE | ID: mdl-38999971

RESUMEN

Major burdens for patients suffering from stroke are cognitive co-morbidities and epileptogenesis. Neural network disinhibition and deficient inhibitive pulses for fast network activities may result from impaired presynaptic release of the inhibitory neurotransmitter GABA. To test this hypothesis, a cortical photothrombotic stroke was induced in Sprague Dawley rats, and inhibitory currents were recorded seven days later in the peri-infarct blood-brain barrier disrupted (BBBd) hippocampus via patch-clamp electrophysiology in CA1 pyramidal cells (PC). Miniature inhibitory postsynaptic current (mIPSC) frequency was reduced to about half, and mIPSCs decayed faster in the BBBd hippocampus. Furthermore, the paired-pulse ratio of evoked GABA release was increased at 100 Hz, and train stimulations with 100 Hz revealed that the readily releasable pool (RRP), usually assumed to correspond to the number of tightly docked presynaptic vesicles, is reduced by about half in the BBBd hippocampus. These pathophysiologic changes are likely to contribute significantly to disturbed fast oscillatory activity, like cognition-associated gamma oscillations or sharp wave ripples and epileptogenesis in the BBBd hippocampus.


Asunto(s)
Barrera Hematoencefálica , Hipocampo , Potenciales Postsinápticos Inhibidores , Ratas Sprague-Dawley , Ácido gamma-Aminobutírico , Animales , Barrera Hematoencefálica/metabolismo , Ratas , Ácido gamma-Aminobutírico/metabolismo , Hipocampo/metabolismo , Masculino , Células Piramidales/metabolismo , Vesículas Sinápticas/metabolismo , Accidente Cerebrovascular/metabolismo , Accidente Cerebrovascular/fisiopatología , Transmisión Sináptica
3.
Glia ; 71(2): 229-244, 2023 02.
Artículo en Inglés | MEDLINE | ID: mdl-36063073

RESUMEN

Astrocytes are a heterogeneous population of glial cells in the brain, which adapt their properties to the requirements of the local environment. Two major groups of astrocytes are protoplasmic astrocytes residing in gray matter as well as fibrous astrocytes of white matter. Here, we compared the energy metabolism of astrocytes in the cortex and corpus callosum as representative gray matter and white matter regions, in acute brain slices taking advantage of genetically encoded fluorescent nanosensors for the NADH/NAD+ redox ratio and for ATP. Astrocytes of the corpus callosum presented a more reduced basal NADH/NAD+ redox ratio, and a lower cytosolic concentration of ATP compared to cortical astrocytes. In cortical astrocytes, the neurotransmitter glutamate and increased extracellular concentrations of K+ , typical correlates of neuronal activity, induced a more reduced NADH/NAD+ redox ratio. While application of glutamate decreased [ATP], K+ as well as the combination of glutamate and K+ resulted in an increase of ATP levels. Strikingly, a very similar regulation of metabolism by K+ and glutamate was observed in astrocytes in the corpus callosum. Finally, strong intrinsic neuronal activity provoked by application of bicuculline and withdrawal of Mg2+ caused a shift of the NADH/NAD+ redox ratio to a more reduced state as well as a slight reduction of [ATP] in gray and white matter astrocytes. In summary, the metabolism of astrocytes in cortex and corpus callosum shows distinct basal properties, but qualitatively similar responses to neuronal activity, probably reflecting the different environment and requirements of these brain regions.


Asunto(s)
Astrocitos , Sustancia Blanca , Astrocitos/metabolismo , Sustancia Blanca/metabolismo , NAD/metabolismo , Metabolismo Basal , Ácido Glutámico/metabolismo , Adenosina Trifosfato/metabolismo
4.
Neurobiol Dis ; 175: 105929, 2022 12.
Artículo en Inglés | MEDLINE | ID: mdl-36410634

RESUMEN

Sharp wave-ripples (SWRs) are hippocampal oscillations associated with memory consolidation. The subiculum, as the hippocampal output structure, ensures that hippocampal memory representations are transferred correctly to the consolidating neocortical regions. Because patients with temporal lobe epilepsy often develop memory deficits, we hypothesized that epileptic networks may disrupt subicular SWRs. We therefore investigated the impact of experimentally induced status epilepticus (SE) on subicular SWRs and contributing pyramidal neurons using electrophysiological recordings in mouse hippocampal slices. Subicular SWRs expressed hyperexcitable features post-SE, including increased ripple and unit activity. While regular firing neurons normally remain silent during SWRs, selective disinhibition recruited more regular firing neurons for action potential generation during SWRs post-SE. By contrast, burster neurons generated fewer action potential bursts during SWRs post-SE. Furthermore, altered timing of postsynaptic and action potentials suggested distorted neuronal recruitment during SWRs. Distorted subicular SWRs may therefore impair information processing and memory consolidation in epilepsy.


Asunto(s)
Hipocampo , Estado Epiléptico , Ratones , Animales , Hipocampo/fisiología , Neuronas/fisiología , Potenciales de Acción/fisiología , Células Piramidales/fisiología
5.
Neurobiol Dis ; 156: 105425, 2021 08.
Artículo en Inglés | MEDLINE | ID: mdl-34119635

RESUMEN

Brain insults like stroke, trauma or infections often lead to blood-brain barrier-dysfunction (BBBd) frequently resulting into epileptogenesis. Affected patients suffer from seizures and cognitive comorbidities that are potentially linked to altered network oscillations. It has been shown that a hippocampal BBBd in rats leads to in vivo seizures and increased power at theta (3-8 Hz), an important type of network oscillations. However, the underlying cellular mechanisms remain poorly understood. At membrane potentials close to the threshold for action potentials (APs) a subpopulation of CA1 pyramidal cells (PCs) displays intrinsic resonant properties due to an interplay of the muscarine-sensitive K+-current (IM) and the persistent Na+-current (INaP). Such resonant neurons are more excitable and generate more APs when stimulated at theta frequencies, being strong candidates for contributing to hippocampal theta oscillations during epileptogenesis. We tested this hypothesis by characterizing changes in intrinsic properties of hippocampal PCs one week after post-stroke epileptogenesis, a model associated with BBBd, using slice electrophysiology and computer modeling. We find a higher proportion of resonant neurons in BBBd compared to sham animals (47 vs. 29%), accompanied by an increase in their excitability. In contrast, BBBd non-resonant neurons showed a reduced excitability, presented with lower impedance and more positive AP threshold. We identify an increase in IM combined with either a reduction in INaP or an increase in ILeak as possible mechanisms underlying the observed changes. Our results support the hypothesis that a higher proportion of more excitable resonant neurons in the hippocampus contributes to increased theta oscillations and an increased likelihood of seizures in a model of post-stroke epileptogenesis.


Asunto(s)
Hipocampo/fisiopatología , Células Piramidales/fisiología , Convulsiones/fisiopatología , Accidente Cerebrovascular/fisiopatología , Ritmo Teta/fisiología , Animales , Hipocampo/citología , Masculino , Ratas , Ratas Sprague-Dawley , Convulsiones/etiología , Accidente Cerebrovascular/complicaciones
6.
J Neurosci ; 37(17): 4450-4461, 2017 04 26.
Artículo en Inglés | MEDLINE | ID: mdl-28330876

RESUMEN

Postinjury epilepsy (PIE) is a devastating sequela of various brain insults. While recent studies offer novel insights into the mechanisms underlying epileptogenesis and discover potential preventive treatments, the lack of PIE biomarkers hinders the clinical implementation of such treatments. Here we explored the biomarker potential of different electrographic features in five models of PIE. Electrocorticographic or intrahippocampal recordings of epileptogenesis (from the insult to the first spontaneous seizure) from two laboratories were analyzed in three mouse and two rat PIE models. Time, frequency, and fractal and nonlinear properties of the signals were examined, in addition to the daily rate of epileptiform spikes, the relative power of five frequency bands (theta, alpha, beta, low gamma, and high gamma) and the dynamics of these features over time. During the latent pre-seizure period, epileptiform spikes were more frequent in epileptic compared with nonepileptic rodents; however, this feature showed limited predictive power due to high inter- and intra-animal variability. While nondynamic rhythmic representation failed to predict epilepsy, the dynamics of the theta band were found to predict PIE with a sensitivity and specificity of >90%. Moreover, theta dynamics were found to be inversely correlated with the latency period (and thus predict the onset of seizures) and with the power change of the high-gamma rhythm. In addition, changes in theta band power during epileptogenesis were associated with altered locomotor activity and distorted circadian rhythm. These results suggest that changes in theta band during the epileptogenic period may serve as a diagnostic biomarker for epileptogenesis, able to predict the future onset of spontaneous seizures.SIGNIFICANCE STATEMENT Postinjury epilepsy is an unpreventable and devastating disorder that develops following brain injuries, such as traumatic brain injury and stroke, and is often associated with neuropsychiatric comorbidities. As PIE affects as many as 20% of brain-injured patients, reliable biomarkers are imperative before any preclinical therapeutics can find clinical translation. We demonstrate the capacity to predict the epileptic outcome in five different models of PIE, highlighting theta rhythm dynamics as a promising biomarker for epilepsy. Our findings prompt the exploration of theta dynamics (using repeated electroencephalographic recordings) as an epilepsy biomarker in brain injury patients.


Asunto(s)
Biomarcadores , Electrocorticografía , Epilepsia/fisiopatología , Animales , Lesiones Encefálicas/complicaciones , Ritmo Circadiano , Convulsivantes/administración & dosificación , Epilepsia/inducido químicamente , Hipocampo/fisiopatología , Inyecciones Intraventriculares , Masculino , Ratones , Ratones Endogámicos C57BL , Modelos Neurológicos , Actividad Motora , Ratas , Convulsiones/fisiopatología
7.
Neurobiol Dis ; 91: 155-65, 2016 07.
Artículo en Inglés | MEDLINE | ID: mdl-26972679

RESUMEN

Epileptogenesis following insults to the brain may be triggered by a dysfunctional blood-brain barrier (BBB) associated with albumin extravasation and activation of astrocytes. Using ex vivo recordings from the BBB-disrupted hippocampus after neocortical photothrombotic stroke, we previously demonstrated abnormal activity-dependent accumulation of extracellular potassium with facilitated generation of seizure like events and spreading depolarizations. Similar changes could be observed after intracerebroventricular (icv) application of albumin. We hypothesized that alterations in extracellular potassium and glutamate homeostasis might lead to alterations in synaptic interactions. We therefore assessed the effects of icv albumin on homo- and heterosynaptic plasticity in hippocampal CA1, 24h after a single injection or 7days after continuous infusion of icv albumin. We demonstrate alterations in both homo- and heterosynaptic plasticity compared to control conditions in ex vivo slice studies. Albumin-treated tissue reveals (1) reduced long-term depression following low-frequency stimulation; (2) increased long-term potentiation of population spikes in response to 20Hz stimulation; (3) potentiated responses to Schaffer collateral stimulation following high-frequency stimulation of the direct cortical input and low-frequency stimulation of alveus and finally, (4) TGFß receptor II (TGFßR-II) involvement in albumin-induced homosynaptic plasticity changes. We conclude that albumin-induced network hyperexcitability is associated with abnormal homo- and heterosynaptic plasticity that could partly be reversed by interference with TGFßR-II-mediated signaling and therefore it might be an important factor in the process of epileptogenesis.


Asunto(s)
Albúminas/farmacología , Barrera Hematoencefálica/efectos de los fármacos , Región CA1 Hipocampal/efectos de los fármacos , Potenciación a Largo Plazo/efectos de los fármacos , Plasticidad Neuronal/efectos de los fármacos , Albúminas/administración & dosificación , Animales , Astrocitos/efectos de los fármacos , Barrera Hematoencefálica/fisiopatología , Región CA1 Hipocampal/citología , Inyecciones Intraventriculares , Potenciación a Largo Plazo/fisiología , Masculino , Plasticidad Neuronal/fisiología , Neuronas/efectos de los fármacos , Neuronas/fisiología , Ratas Wistar
8.
Neurobiol Learn Mem ; 125: 113-9, 2015 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-26318491

RESUMEN

Previously stored information in the hippocampus is believed to be replayed during sharp wave-ripple activity thereby serving transfer of information from hippocampal areas CA3 and CA1 to the cortical mantle and memory consolidation. The subiculum represents the main hippocampal output and contains both regular spiking and burst firing neurons that may project to different targets in the CNS. We recorded laminar profiles and intracellular correlates of spontaneous subicular events in mouse horizontal hippocampal slices and investigated involvement of the different subtypes of subicular pyramidal cells. Subicular sharp wave-ripples (SWRs) depend on input from the CA3 and CA1 regions as shown by microdissection experiments between hippocampal subareas. The extracellular subicular waves are associated with multiple unit activity, which varies in form and size. Intracellular recordings reveal that the same pyramidal cell can show different responses to SWRs. In the majority of cases, SWRs cause subthreshold depolarizing potentials. Burster neurons regularly contribute to generation of SWRs by action potential firing, whereas regular-spiking neurons are often inhibited.


Asunto(s)
Potenciales de Acción/fisiología , Hipocampo/fisiología , Células Piramidales/fisiología , Animales , Estimulación Eléctrica , Ratones
9.
Epilepsia ; 55(8): 1255-63, 2014 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-24995798

RESUMEN

OBJECTIVE: We tested the hypothesis that interstitial albumin can contribute to pharmacoresistance, which is common among patients with focal epilepsies. These patients often present with an open blood-brain barrier (BBB), resulting in diffusion of drug-binding albumin into the brain interstitial space. METHODS: Seizure-like events (SLEs) induced by 100 µm 4-aminopyridine (4-AP) were monitored using extracellular field potential recordings from acute rat entorhinal cortex-hippocampus slices. Effects of standard antiepileptic drugs (phenytoin, valproic acid, carbamazepine, and phenobarbital) were studied in the presence of albumin applied acutely or by intraventricular injection. Unbound antiepileptic drugs (AEDs) were detected by ultrafiltration and high-performance liquid chromatography (HPLC). RESULTS: Contrary to the absence of albumin, conventional AEDs failed to suppress SLEs in the rat entorhinal cortex in the presence of albumin. This effect was partially caused by buffering of phenytoin and carbamazepine (CBZ) by albumin. Increasing CBZ concentration from 50 µm to 100 µm resulted in block of SLEs. In slices obtained from animals that were pretreated with intraventricular albumin application 24 h prior to experiment, CBZ suppressed SLEs similar to control slices. We also found that application of serum-like electrolytes transformed SLEs into late recurrent discharges (LRDs), which were no longer responding to CBZ. SIGNIFICANCE: A dysfunctional BBB with acute extravasation of serum albumin into the brain's interstitial space could contribute to pharmacoresistance. In such instances, choice of an AED with low albumin binding affinity may help in seizure control.


Asunto(s)
Anticonvulsivantes/administración & dosificación , Anticonvulsivantes/metabolismo , Barrera Hematoencefálica/metabolismo , Resistencia a Medicamentos/fisiología , Convulsiones/tratamiento farmacológico , Convulsiones/metabolismo , 4-Aminopiridina/toxicidad , Animales , Barrera Hematoencefálica/efectos de los fármacos , Resistencia a Medicamentos/efectos de los fármacos , Hipocampo/efectos de los fármacos , Hipocampo/metabolismo , Inyecciones Intraventriculares , Masculino , Técnicas de Cultivo de Órganos , Ratas , Ratas Wistar , Convulsiones/inducido químicamente , Albúmina Sérica Bovina/administración & dosificación
10.
Nat Neurosci ; 23(11): 1329-1338, 2020 11.
Artículo en Inglés | MEDLINE | ID: mdl-32989294

RESUMEN

Synaptic vesicles fuse with the plasma membrane to release neurotransmitter following an action potential, after which new vesicles must 'dock' to refill vacated release sites. To capture synaptic vesicle exocytosis at cultured mouse hippocampal synapses, we induced single action potentials by electrical field stimulation, then subjected neurons to high-pressure freezing to examine their morphology by electron microscopy. During synchronous release, multiple vesicles can fuse at a single active zone. Fusions during synchronous release are distributed throughout the active zone, whereas fusions during asynchronous release are biased toward the center of the active zone. After stimulation, the total number of docked vesicles across all synapses decreases by ~40%. Within 14 ms, new vesicles are recruited and fully replenish the docked pool, but this docking is transient and they either undock or fuse within 100 ms. These results demonstrate that the recruitment of synaptic vesicles to release sites is rapid and reversible.


Asunto(s)
Exocitosis/fisiología , Neuronas/fisiología , Vesículas Sinápticas/fisiología , Animales , Células Cultivadas , Femenino , Hipocampo/ultraestructura , Masculino , Ratones Endogámicos C57BL , Neuronas/ultraestructura , Vesículas Sinápticas/ultraestructura
11.
Cell Rep ; 28(1): 11-20.e9, 2019 07 02.
Artículo en Inglés | MEDLINE | ID: mdl-31269433

RESUMEN

Myosin VI is an actin-based cytoskeletal motor implicated in various steps of membrane trafficking. Here, we investigated whether this myosin is crucial for synaptic function and plasticity in neurons. We find that myosin VI localizes at cerebellar parallel fiber to Purkinje cell synapses and that the myosin is indispensable for long-term depression of AMPA-receptor-mediated synaptic signal transmission at this synapse. Moreover, direct visualization of GluA2-containing AMPA receptors in Purkinje cells reveals that the myosin drives removal of AMPA receptors from the surface of dendritic spines in an activity-dependent manner. Co-immunoprecipitation and super-resolution microscopy indicate that specifically the interaction of myosin VI with the clathrin adaptor component α-adaptin is important during long-term depression. Together, these data suggest that myosin VI directly promotes clathrin-mediated endocytosis of AMPA receptors in Purkinje cells to mediate cerebellar long-term depression. Our results provide insights into myosin VI function and the molecular mechanisms underlying synaptic plasticity.


Asunto(s)
Cerebelo/metabolismo , Depresión Sináptica a Largo Plazo , Cadenas Pesadas de Miosina/metabolismo , Neuronas/metabolismo , Receptores AMPA/metabolismo , Subunidades alfa de Complejo de Proteína Adaptadora/metabolismo , Animales , Células Cultivadas , Cerebelo/citología , Cerebelo/fisiología , Clatrina/metabolismo , Espinas Dendríticas/efectos de los fármacos , Espinas Dendríticas/metabolismo , Endocitosis/genética , Endocitosis/fisiología , Hipocampo/citología , Hipocampo/metabolismo , Depresión Sináptica a Largo Plazo/efectos de los fármacos , Ratones , Ratones Endogámicos C57BL , Ratones Transgénicos , Cadenas Pesadas de Miosina/antagonistas & inhibidores , Cadenas Pesadas de Miosina/genética , Células de Purkinje/metabolismo , Receptores AMPA/agonistas , Receptores AMPA/química , Transmisión Sináptica/efectos de los fármacos , Transmisión Sináptica/genética , Transmisión Sináptica/fisiología
12.
J Cereb Blood Flow Metab ; 37(5): 1803-1819, 2017 May.
Artículo en Inglés | MEDLINE | ID: mdl-27252228

RESUMEN

Peri-infarct opening of the blood-brain barrier may be associated with spreading depolarizations, seizures, and epileptogenesis as well as cognitive dysfunction. We aimed to investigate the mechanisms underlying neural network pathophysiology in the blood-brain barrier-dysfunctional hippocampus. Photothrombotic stroke within the rat neocortex was associated with increased intracranial pressure, vasogenic edema, and peri-ischemic blood-brain barrier dysfunction that included the ipsilateral hippocampus. Intrahippocampal recordings revealed electrographic seizures within the first week in two-thirds of animals, accompanied by a reduction in gamma and increase in theta frequency bands. Synaptic interactions were studied in parasagittal hippocampal slices at 24 h and seven days post-stroke. Field potential recordings in CA1 and CA3 uncovered multiple population spikes, epileptiform episodes, and spreading depolarizations at 24 h. Input-output analysis revealed that fEPSP-spike coupling was significantly enhanced at seven days. In addition, CA1 feedback and feedforward inhibition were diminished. Slices generating epileptiform activity at seven days revealed impaired bidirectional long-term plasticity following high and low-frequency stimulation protocols. Microarray and PCR data confirmed changes in expression of astrocyte-related genes and suggested downregulation in expression of GABAA-receptor subunits. We conclude that blood-brain barrier dysfunction in the peri-infarct hippocampus is associated with early disinhibition, hyperexcitability, and abnormal synaptic plasticity.


Asunto(s)
Barrera Hematoencefálica/fisiopatología , Infarto Encefálico/fisiopatología , Depresión de Propagación Cortical/fisiología , Epilepsia/fisiopatología , Hipocampo/fisiopatología , Plasticidad Neuronal/fisiología , Receptores de GABA-A/metabolismo , Animales , Barrera Hematoencefálica/diagnóstico por imagen , Barrera Hematoencefálica/metabolismo , Barrera Hematoencefálica/patología , Infarto Encefálico/diagnóstico por imagen , Infarto Encefálico/metabolismo , Infarto Encefálico/patología , Regulación hacia Abajo , Epilepsia/metabolismo , Hipocampo/diagnóstico por imagen , Hipocampo/metabolismo , Hipocampo/patología , Presión Intracraneal/fisiología , Imagen por Resonancia Magnética , Masculino , Red Nerviosa/fisiopatología , Ratas Wistar , Receptores de GABA-A/genética
13.
Sci Rep ; 7(1): 7711, 2017 08 09.
Artículo en Inglés | MEDLINE | ID: mdl-28794441

RESUMEN

Brain damage due to stroke or traumatic brain injury (TBI), both leading causes of serious long-term disability, often leads to the development of epilepsy. Patients who develop post-injury epilepsy tend to have poor functional outcomes. Emerging evidence highlights a potential role for blood-brain barrier (BBB) dysfunction in the development of post-injury epilepsy. However, common mechanisms underlying the pathological hyperexcitability are largely unknown. Here, we show that comparative transcriptome analyses predict remodeling of extracellular matrix (ECM) as a common response to different types of injuries. ECM-related transcriptional changes were induced by the serum protein albumin via TGFß signaling in primary astrocytes. In accordance with transcriptional responses, we found persistent degradation of protective ECM structures called perineuronal nets (PNNs) around fast-spiking inhibitory interneurons, in a rat model of TBI as well as in brains of human epileptic patients. Exposure of a naïve brain to albumin was sufficient to induce the transcriptional and translational upregulation of molecules related to ECM remodeling and the persistent breakdown of PNNs around fast-spiking inhibitory interneurons, which was contingent on TGFß signaling activation. Our findings provide insights on how albumin extravasation that occurs upon BBB dysfunction in various brain injuries can predispose neural circuitry to the development of chronic inhibition deficits.


Asunto(s)
Matriz Extracelular/metabolismo , Expresión Génica , Neuronas/metabolismo , Transducción de Señal , Factor de Crecimiento Transformador beta/metabolismo , Astrocitos/metabolismo , Barrera Hematoencefálica/metabolismo , Lesiones Traumáticas del Encéfalo/etiología , Lesiones Traumáticas del Encéfalo/metabolismo , Lesiones Traumáticas del Encéfalo/patología , Corteza Cerebral/metabolismo , Corteza Cerebral/patología , Biología Computacional/métodos , Matriz Extracelular/genética , Perfilación de la Expresión Génica , Hipocampo/metabolismo , Hipocampo/patología , Humanos , Inflamación/genética , Inflamación/metabolismo , Inflamación/patología , Interneuronas/metabolismo , Losartán/farmacología , Receptor Tipo I de Factor de Crecimiento Transformador beta/metabolismo , Activación Transcripcional , Transcriptoma
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