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1.
Front Syst Neurosci ; 15: 641684, 2021.
Article in English | MEDLINE | ID: mdl-33967706

ABSTRACT

This work studies the evolution of cortical networks during the transition from escape strategy to avoidance strategy in auditory discrimination learning in Mongolian gerbils trained by the well-established two-way active avoidance learning paradigm. The animals were implanted with electrode arrays centered on the surface of the primary auditory cortex and electrocorticogram (ECoG) recordings were made during performance of an auditory Go/NoGo discrimination task. Our experiments confirm previous results on a sudden behavioral change from the initial naïve state to an avoidance strategy as learning progresses. We employed two causality metrics using Granger Causality (GC) and New Causality (NC) to quantify changes in the causality flow between ECoG channels as the animals switched to avoidance strategy. We found that the number of channel pairs with inverse causal interaction significantly increased after the animal acquired successful discrimination, which indicates structural changes in the cortical networks as a result of learning. A suitable graph-theoretical model is developed to interpret the findings in terms of cortical networks evolving during cognitive state transitions. Structural changes lead to changes in the dynamics of neural populations, which are described as phase transitions in the network graph model with small-world connections. Overall, our findings underscore the importance of functional reorganization in sensory cortical areas as a possible neural contributor to behavioral changes.

2.
Cell Signal ; 27(7): 1325-35, 2015 Jul.
Article in English | MEDLINE | ID: mdl-25817572

ABSTRACT

TROP2, a cancer cell surface protein with both pro-oncogenic and anti-oncogenic properties is cleaved by ADAM17. ADAM17 dependent cleavage requires novel PKC activity which is blocked by the ADAM10/ADAM17 inhibitor GW64 as well as by the PKC inhibitor Bim-1. Full length TROP2 release is induced by classical PKC activation and blocked by Gö6979, without affecting ADAM17 dependent TROP2 cleavage. Full length TROP2 is released in ectosomes, as inhibition of endocytosis did not prevent release. Inhibition of the atypical PKC isoform PKCζ stimulated metalloproteinase dependent N-terminal alternative TROP2 cleavage. The resulting alternative TROP2 cleavage product remains membrane associated via a disulphide bond, but is released in microvesicles with an average size of 107nm. Inhibition of endocytosis following PKCζ inhibition prevented alternative cleavage and release of TROP2, suggesting that these events require endocytic uptake and exosomal release of the corresponding microvesicles. The alternative TROP2 cleavage product was also found in PC3 cell lysates following deglycosylation, and may represent a novel biomarker in prostate cancer.


Subject(s)
ADAM Proteins/metabolism , Antigens, Neoplasm/metabolism , Cell Adhesion Molecules/metabolism , Protein Kinase C/metabolism , ADAM17 Protein , Antigens, Neoplasm/genetics , Cell Adhesion Molecules/genetics , Endocytosis/drug effects , Enzyme Inhibitors/pharmacology , HEK293 Cells , Humans , Isoenzymes/antagonists & inhibitors , Isoenzymes/genetics , Isoenzymes/metabolism , Protein Kinase C/antagonists & inhibitors , Protein Kinase C/genetics , RNA Interference , RNA, Small Interfering/metabolism , Tetradecanoylphorbol Acetate/pharmacology
3.
Brain Struct Funct ; 220(6): 3469-84, 2015 Nov.
Article in English | MEDLINE | ID: mdl-25113606

ABSTRACT

It is commonly assumed that cortical activity in non-rapid eye movement sleep (NREMS) is spatially homogeneous on the mesoscopic scale. This is partly due to the limited observational scope of common metabolic or imaging methods in sleep. We used the recently developed technique of thallium-autometallography (TlAMG) to visualize mesoscopic patterns of activity in the sleeping cortex with single-cell resolution. We intravenously injected rats with the lipophilic chelate complex thallium diethyldithiocarbamate (TlDDC) during spontaneously occurring periods of NREMS and mapped the patterns of neuronal uptake of the potassium (K+) probe thallium (Tl+). Using this method, we show that cortical activity patterns are not spatially homogeneous during discrete 5-min episodes of NREMS in unrestrained rats-rather, they are complex and spatially diverse. Along with a relative predominance of infragranular layer activation, we find pronounced differences in metabolic activity of neighboring neuronal assemblies, an observation which lends support to the emerging paradigm that sleep is a distributed process with regulation on the local scale.


Subject(s)
Cerebral Cortex/physiology , Neurons/physiology , Sleep Stages , Animals , Cerebral Cortex/cytology , Electrocorticography , Electromyography , Male , Rats , Rats, Wistar , Thallium/administration & dosage , Thallium/pharmacokinetics
4.
BMC Neurosci ; 14: 78, 2013 Jul 31.
Article in English | MEDLINE | ID: mdl-23902414

ABSTRACT

BACKGROUND: Propagating waves of excitation have been observed extensively in the neocortex, during both spontaneous and sensory-evoked activity, and they play a critical role in spatially organizing information processing. However, the state-dependence of these spatiotemporal propagation patterns is largely unexplored. In this report, we use voltage-sensitive dye imaging in the rat visual cortex to study the propagation of spontaneous population activity in two discrete cortical states induced by urethane anesthesia. RESULTS: While laminar current source density patterns of spontaneous population events in these two states indicate a considerable degree of similarity in laminar networks, lateral propagation in the more active desynchronized state is approximately 20% faster than in the slower synchronized state. Furthermore, trajectories of wave propagation exhibit a strong anisotropy, but the preferred direction is different depending on cortical state. CONCLUSIONS: Our results show that horizontal wave propagation of spontaneous neural activity is largely dependent on the global activity states of local cortical circuits.


Subject(s)
Anesthetics/pharmacology , Brain Waves/drug effects , Nerve Net/drug effects , Urethane/pharmacology , Visual Cortex/drug effects , Animals , Brain Waves/physiology , Cortical Synchronization/drug effects , Cortical Synchronization/physiology , Electroencephalography , Male , Nerve Net/physiology , Rats , Rats, Wistar , Visual Cortex/physiology , Voltage-Sensitive Dye Imaging
5.
Psychiatry Res ; 201(3): 240-4, 2012 Mar 31.
Article in English | MEDLINE | ID: mdl-22512951

ABSTRACT

Hypersomnolence in major depressive disorder (MDD) plays an important role in the natural history of the disorder, but the basis of hypersomnia in MDD is poorly understood. Slow wave activity (SWA) has been associated with sleep homeostasis, as well as sleep restoration and maintenance, and may be altered in MDD. Therefore, we conducted a post-hoc study that utilized high density electroencephalography (hdEEG) to test the hypothesis that MDD subjects with hypersomnia (HYS+) would have decreased SWA relative to age- and sex-matched MDD subjects without hypersomnia (HYS-) and healthy controls (n=7 for each group). After correction for multiple comparisons using statistical non-parametric mapping, HYS+ subjects demonstrated significantly reduced parieto-occipital all-night SWA relative to HYS- subjects. Our results suggest hypersomnolence may be associated with topographic reductions in SWA in MDD. Further research using an adequately powered prospective design is indicated to confirm these findings.


Subject(s)
Brain Mapping , Brain Waves/physiology , Brain/physiopathology , Depressive Disorder, Major/pathology , Disorders of Excessive Somnolence/pathology , Adult , Depressive Disorder, Major/complications , Disorders of Excessive Somnolence/complications , Electroencephalography , Female , Humans , Male , Pilot Projects , Polysomnography , Psychiatric Status Rating Scales , Young Adult
6.
J Neurochem ; 122(1): 106-14, 2012 Jul.
Article in English | MEDLINE | ID: mdl-22500883

ABSTRACT

The potassium (K(+)) analogue thallium (Tl(+)) can be used as a tracer for mapping neuronal activity. However, because of the poor blood-brain barrier (BBB) K(+) -permeability, only minute amounts of Tl(+) enter the brain after systemic injection of Tl(+) -salts like thallium acetate (TlAc). We have recently shown that it is possible to overcome this limitation by injecting animals with the lipophilic chelate complex thallium diethyldithiocarbamate (TlDDC), that crosses the BBB and releases Tl(+) prior to neuronal or glial uptake. TlDDC can thus be used for mapping CNS K(+) metabolism and neuronal activity. Here, we analyze Tl(+) -kinetics in the rodent brain both experimentally and using simple mathematical models. We systemically injected animals either with TlAc or with TlDDC. Using an autometallographic method we mapped the brain Tl(+) -distribution at various time points after injection. We show that the patterns and kinetics of Tl(+) -redistribution in the brain are essentially the same irrespective of whether animals have been injected with TlAc or TlDDC. Data from modeling and experiments indicate that transmembrane Tl(+) -fluxes in cells within the CNS in vivo equilibrate at similar rates as K(+) -fluxes in vitro. This equilibration is much faster than and largely independent of the equilibration of Tl(+) -fluxes across the BBB. The study provides further proof-of-concept for the use of TlDDC for mapping neuronal activity and CNS K(+) -metabolism. A theoretical guideline is given for the use of K(+) -analogues for imaging neuronal activity with general implications for the use of metal ions in neuroimaging.


Subject(s)
Brain Mapping , Central Nervous System/drug effects , Central Nervous System/metabolism , Potassium/metabolism , Thallium/metabolism , Tissue Distribution/drug effects , Animals , Central Nervous System/cytology , Ditiocarb/pharmacology , Drug Administration Routes , Male , Models, Neurological , Neurons/drug effects , Neurons/metabolism , Organometallic Compounds/pharmacology , Rats , Rats, Wistar , Time Factors
7.
Cereb Cortex ; 22(8): 1824-33, 2012 Aug.
Article in English | MEDLINE | ID: mdl-21940702

ABSTRACT

Thallium autometallography (TIAMG) is a novel method for high-resolution mapping of neuronal activity. With this method, we found that a general depression of neuronal activity occurs in response to optic nerve crush (ONC) within the first 2 weeks postinjury in the contralateral dorsal lateral geniculate nucleus (dLGN) as well as in the contralateral primary visual cortex (V1). Interestingly, the neuronal activity recovered thereafter in both brain regions and reached a plateau in the tenth week postinjury in layers IV and V of V1, monocular area (V1m). Several clusters of highly active neurons in V1m were found 6 weeks after ONC in layers IV and V on the side contralateral to the lesion. We reasoned that these clusters appeared due to a reorganization of the corticocolliucular projections. Employing a combination of biotinylated dextran amine retrograde tract tracing from the superior colliculus (SC) with TIAMG in the same animal, we indeed found that the clusters of neurons with high Tl(+) uptake in V1m are spatially in register with those neuronal subpopulations that project to the SC. These data suggest that extensive reorganization plasticity exists in the adult rat visual cortex following ONC.


Subject(s)
Functional Laterality/physiology , Optic Nerve Injuries/physiopathology , Visual Cortex/physiopathology , Visual Pathways/physiopathology , Animals , Geniculate Bodies/physiopathology , Male , Nerve Crush , Rats , Rats, Wistar , Superior Colliculi/physiopathology
8.
J Biol Chem ; 286(29): 26107-17, 2011 Jul 22.
Article in English | MEDLINE | ID: mdl-21622571

ABSTRACT

The IκB kinase (IKK) complex acts as a gatekeeper of canonical NF-κB signaling in response to upstream stimulation. IKK activation requires sensing of ubiquitin chains by the essential IKK regulatory subunit IKKγ/NEMO. However, it has remained enigmatic whether NEMO binding to Lys-63-linked or linear ubiquitin chains is critical for triggering IKK activation. We show here that the NEMO C terminus, comprising the ubiquitin binding region and a zinc finger, has a high preference for binding to linear ubiquitin chains. However, immobilization of NEMO, which may be reminiscent of cellular oligomerization, facilitates the interaction with Lys-63 ubiquitin chains. Moreover, selective mutations in NEMO that abolish association with linear ubiquitin but do not affect binding to Lys-63 ubiquitin are only partially compromising NF-κB signaling in response to TNFα stimulation in fibroblasts and T cells. In line with this, TNFα-triggered expression of NF-κB target genes and induction of apoptosis was partially compromised by NEMO mutations that selectively impair the binding to linear ubiquitin chains. Thus, in vivo NEMO interaction with linear and Lys-63 ubiquitin chains is required for optimal IKK activation, suggesting that both type of chains are cooperating in triggering canonical NF-κB signaling.


Subject(s)
I-kappa B Kinase/metabolism , Lysine , NF-kappa B/metabolism , Ubiquitin/chemistry , Ubiquitin/metabolism , Animals , Apoptosis , Binding Sites , HEK293 Cells , Humans , I-kappa B Kinase/chemistry , I-kappa B Kinase/genetics , Mice , Models, Molecular , Mutagenesis, Site-Directed , Protein Binding , Protein Structure, Quaternary , Signal Transduction , Solutions , Substrate Specificity
9.
Clin Neurophysiol ; 122(8): 1549-55, 2011 Aug.
Article in English | MEDLINE | ID: mdl-21420904

ABSTRACT

OBJECTIVE: It has been hypothesized that slow wave activity, a well established measure of sleep homeostasis that increases after waking and decreases after sleep, may reflect changes in cortical synaptic strength. If so, the amplitude of sensory evoked responses should also vary as a function of time awake and asleep in a way that reflects sleep homeostasis. METHODS: Using 256-channel, high-density electroencephalography (EEG) in 12 subjects, auditory evoked potentials (AEP) and spontaneous waking data were collected during wakefulness before and after sleep. RESULTS: The amplitudes of the N1 and P2 waves of the AEP were reduced after a night of sleep. In addition, the decline in N1 amplitude correlated with low-frequency EEG power during non-rapid eye movement sleep and spontaneous wakefulness, both homeostatically regulated measures of sleep need. CONCLUSIONS: The decline in AEP amplitude after a night of sleep may reflect a homeostatic reduction in synaptic strength. SIGNIFICANCE: These findings provide further evidence for a connection between synaptic plasticity and sleep homeostasis.


Subject(s)
Evoked Potentials, Auditory/physiology , Homeostasis/physiology , Sleep/physiology , Wakefulness/physiology , Acoustic Stimulation , Brain Mapping , Electroencephalography/methods , Female , Humans , Male , Neuropsychological Tests , Psychoacoustics , Reaction Time , Regression Analysis , Spectrum Analysis , Young Adult
10.
Neuroimage ; 49(1): 303-15, 2010 Jan 01.
Article in English | MEDLINE | ID: mdl-19682585

ABSTRACT

In neurons the rate of K(+)-uptake increases with increasing activity. K(+)-analogues like the heavy metal ion thallium (Tl(+)) can be used, therefore, as tracers for imaging neuronal activity. However, when water-soluble Tl(+)-salts are injected systemically only minute amounts of the tracer enter the brain and the Tl(+)-uptake patterns are influenced by regional differences in blood-brain barrier (BBB) K(+)-permeability. We here show that the BBB-related limitations in using Tl(+) for imaging neuronal activity are no longer present when the lipophilic Tl(+) chelate complex thallium diethyldithiocarbamate (TlDDC) is applied. We systemically injected rodents with TlDDC and mapped the Tl(+)-distribution in the brain using an autometallographic (AMG) technique, a histochemical method for detecting heavy metals. We find that Tl(+)-doses for optimum AMG staining could be substantially reduced, and regional differences attributable to differences in BBB K(+)-permeability were no longer detectable, indicating that TlDDC crosses the BBB. At the cellular level, however, the Tl(+)-distribution was essentially the same as after injection of water-soluble Tl(+)-salts, indicating Tl(+)-release from TlDDC prior to neuronal or glial uptake. Upon sensory stimulation or intracortical microstimulation neuronal Tl(+)-uptake increased after TlDDC injection, upon muscimol treatment neuronal Tl(+)-uptake decreased. We present a protocol for mapping neuronal activity with cellular resolution, which is based on intravenous TlDDC injections during ongoing activity in unrestrained behaving animals and short stimulation times of 5 min.


Subject(s)
Brain Mapping/methods , Brain/cytology , Chelating Agents , Ditiocarb , Neurons/physiology , Radiopharmaceuticals , Acoustic Stimulation , Animals , Autoradiography , Behavior, Animal/drug effects , Cerebral Cortex/physiology , Chelating Agents/administration & dosage , Ditiocarb/administration & dosage , Female , Formaldehyde , GABA Agonists , Gerbillinae , Injections, Intraperitoneal , Injections, Intravenous , Jugular Veins/physiology , Male , Muscimol , Pain Measurement/drug effects , Radiopharmaceuticals/administration & dosage , Rats , Rats, Wistar , Reproducibility of Results
11.
Neuroreport ; 20(3): 301-5, 2009 Feb 18.
Article in English | MEDLINE | ID: mdl-19104456

ABSTRACT

In this study, we report that partial unilateral optic nerve crush in the rat affects the number of retinal ganglion cells of the contralateral eye still in continuity with the ipsilateral superior colliculus. The reduction in cell number of the uncrossed retinal projection was accompanied by a microglia response and could be prevented by the local intravitreal application of the anti-inflammatory agent dexamethasone. Interestingly, the level of neuronal activity after optic nerve crush as evidenced by thallium autometallography was enhanced in the termination area of the uncrossed projection, the rostro-medial superior colliculus, suggesting that a dying-back mechanism is not involved. We propose that injury signals from the damaged optic nerve and retina are transduced to the unaffected eye.


Subject(s)
Optic Nerve Injuries/physiopathology , Retinal Ganglion Cells/physiology , Superior Colliculi/physiopathology , Visual Pathways/physiopathology , Animals , Anti-Inflammatory Agents/pharmacology , Cell Communication/physiology , Cell Death/physiology , Dexamethasone/pharmacology , Disease Models, Animal , Functional Laterality/physiology , Gliosis/drug therapy , Gliosis/etiology , Gliosis/physiopathology , Male , Nerve Degeneration/drug therapy , Nerve Degeneration/etiology , Nerve Degeneration/physiopathology , Optic Nerve Injuries/metabolism , Rats , Rats, Wistar , Retinal Ganglion Cells/pathology , Signal Transduction/physiology , Superior Colliculi/pathology , Visual Pathways/injuries , Visual Pathways/pathology
12.
PLoS One ; 3(12): e4041, 2008.
Article in English | MEDLINE | ID: mdl-19116673

ABSTRACT

In general, signal amplitude in optical imaging is normalized using the well-established DeltaF/F method, where functional activity is divided by the total fluorescent light flux. This measure is used both directly, as a measure of population activity, and indirectly, to quantify spatial and spatiotemporal activity patterns. Despite its ubiquitous use, the stability and accuracy of this measure has not been validated for voltage-sensitive dye imaging of mammalian neocortex in vivo. In this report, we find that this normalization can introduce dynamic biases. In particular, the DeltaF/F is influenced by dye staining quality, and the ratio is also unstable over the course of experiments. As methods to record and analyze optical imaging signals become more precise, such biases can have an increasingly pernicious impact on the accuracy of findings, especially in the comparison of cytoarchitechtonic areas, in area-of-activation measurements, and in plasticity or developmental experiments. These dynamic biases of the DeltaF/F method may, to an extent, be mitigated by a novel method of normalization, DeltaF/DeltaF(epileptiform). This normalization uses as a reference the measured activity of epileptiform spikes elicited by global disinhibition with bicuculline methiodide. Since this normalization is based on a functional measure, i.e. the signal amplitude of "hypersynchronized" bursts of activity in the cortical network, it is less influenced by staining of non-functional elements. We demonstrate that such a functional measure can better represent the amplitude of population mass action, and discuss alternative functional normalizations based on the amplitude of synchronized spontaneous sleep-like activity. These findings demonstrate that the traditional DeltaF/F normalization of voltage-sensitive dye signals can introduce pernicious inaccuracies in the quantification of neural population activity. They further suggest that normalization-independent metrics such as waveform propagation patterns, oscillations in single detectors, and phase relationships between detector pairs may better capture the biological information which is obtained by high-sensitivity imaging.


Subject(s)
Cerebral Cortex/physiology , Fluorescent Dyes/chemistry , Microscopy, Fluorescence/methods , Action Potentials , Animals , Brain Mapping , Image Enhancement , Kinetics , Male , Motor Activity/physiology , Rats , Rats, Wistar
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