9 research outputs found
Chronic homocysteine exposure causes changes in the intrinsic electrophysiological properties of cultured hippocampal neurons
Homocystinuria is an inborn error of metabolism characterized by plasma homocysteine levels up to 500μM, premature vascular events and mental retardation. Mild elevations of homocysteine plasma levels up to 25μM, which are common in the general population, are associated with vascular disease, cognitive impairment and neurodegeneration. Several mechanisms of homocysteine neurotoxicity have been investigated. However, information on putative effects of hyperhomocysteinemia on the electrophysiology of neurons is limited. To screen for such effects, we examined primary cultures of mouse hippocampal neurons with the whole-cell patch-clamp technique. Homocysteine was applied intracellularly (100μM), or cell cultures were incubated with 100μM homocysteine for 24h. Membrane voltage was measured in current-clamp mode, and action potential firing was induced with short and prolonged current injections. Single action potentials induced by short current injections (5ms) were not altered by acute application or incubation of homocysteine. When we elicited trains of action potentials with prolonged current injections (200ms), a broadening of action potentials during repetitive firing was observed in control neurons. This spike broadening was unaltered by acute application of homocysteine. However, it was significantly diminished when incubation with homocysteine was extended to 24h prior to recording. Furthermore, the number of action potentials elicited by low current injections was reduced after long-term incubation with homocysteine, but not by the acute application. After 24h of homocysteine incubation, the input resistance was reduced which might have contributed to the observed alterations in membrane excitability. We conclude that homocysteine exposure causes changes in the intrinsic electrophysiological properties of cultured hippocampal neurons as a mechanism of neurological symptoms of hyperhomocysteinemi
Interactive cohort exploration for spinocerebellar ataxias using synthetic cohort data for visualization
Motivation: Visualization of data is a crucial step to understanding and
deriving hypotheses from clinical data. However, for clinicians, visualization
often comes with great effort due to the lack of technical knowledge about data
handling and visualization. The application offers an easy-to-use solution with
an intuitive design that enables various kinds of plotting functions. The aim
was to provide an intuitive solution with a low entrance barrier for clinical
users. Little to no onboarding is required before creating plots, while the
complexity of questions can grow up to specific corner cases. To allow for an
easy start and testing with SCAview, we incorporated a synthetic cohort dataset
based on real data of rare neurological movement disorders: the most common
autosomal-dominantly inherited spinocerebellar ataxias (SCAs) type 1, 2, 3, and
6 (SCA1, 2, 3 and 6). Methods: We created a Django-based backend application
that serves the data to a React-based frontend that uses Plotly for plotting. A
synthetic cohort was created to deploy a version of SCAview without violating
any data protection guidelines. Here, we added normal distributed noise to the
data and therefore prevent re-identification while keeping distributions and
general correlations. Results: This work presents SCAview, an user-friendly,
interactive web-based service that enables data visualization in a clickable
interface allowing intuitive graphical handling that aims to enable data
visualization in a clickable interface. The service is deployed and can be
tested with a synthetic cohort created based on a large, longitudinal dataset
from observational studies in the most common SCAs
Impaired D-Serine-Mediated cotransmission mediates cognitive dysfunction in epilepsy
The modulation of synaptic plasticity by NMDA receptor (NMDAR)-mediated processes is essential for many forms of learning and memory. Activation of NMDARs by glutamate requires the binding of a coagonist to a regulatory site of the receptor. In many forebrain
regions, this coagonist is D-serine. Here, we show that experimental epilepsy in rats is associated with a reduction in the CNS levels of
D-serine, which leads to a desaturation of the coagonist binding site of synaptic and extrasynaptic NMDARs. In addition, the subunit
composition of synaptic NMDARs changes in chronic epilepsy. The desaturation of NMDARs causes a deficit in hippocampal long-term
potentiation, which can be rescued with exogenously supplied D-serine. Importantly, exogenous D-serine improves spatial learning in epileptic animals. These results strongly suggest that D-serine deficiency is important in the amnestic symptoms of temporal lobe epilepsy. Our results point to a possible clinical utility of D-serine to alleviate these disease manifestations
Impaired D-Serine-Mediated cotransmission mediates cognitive dysfunction in epilepsy
The modulation of synaptic plasticity by NMDA receptor (NMDAR)-mediated processes is essential for many forms of learning and memory. Activation of NMDARs by glutamate requires the binding of a coagonist to a regulatory site of the receptor. In many forebrain
regions, this coagonist is D-serine. Here, we show that experimental epilepsy in rats is associated with a reduction in the CNS levels of
D-serine, which leads to a desaturation of the coagonist binding site of synaptic and extrasynaptic NMDARs. In addition, the subunit
composition of synaptic NMDARs changes in chronic epilepsy. The desaturation of NMDARs causes a deficit in hippocampal long-term
potentiation, which can be rescued with exogenously supplied D-serine. Importantly, exogenous D-serine improves spatial learning in epileptic animals. These results strongly suggest that D-serine deficiency is important in the amnestic symptoms of temporal lobe epilepsy. Our results point to a possible clinical utility of D-serine to alleviate these disease manifestations
Scaling of recovery rates influences T-type Ca2+ channel availability following IPSPs
The excitability of neuronal membranes is crucially modulated by T-type Ca2+ channels (ICaT) due to their low threshold of activation. ICaT inactivates steeply at potentials close to the resting membrane potential. Therefore, the availability of ICaT following changes in membrane potential depends on the time course of the onset of inactivation as well as on the time course of recovery from inactivation.It was previously shown that the time course of recovery from inactivation depends on the duration of the conditioning pulse in cloned T-type Ca2+ channel subunits (Cav3.1-Cav3.3(Uebachs et al., 2006)). This provides a potential mechanism for an intrinsic form of short term plasticity. Here, we address the question, whether this mechanism results in altered availability of ICaT following physiological changes in membrane potential. We found that the recovery of ICaT during an IPSP depends on the duration of a preceding depolarized period
Information Extraction from German Clinical Care Documents in Context of Alzheimer's Disease
Langnickel L, Krockauer K, Uebachs M, et al. Information Extraction from German Clinical Care Documents in Context of Alzheimer's Disease. Applied Sciences. 2021;11(22): 10717.Dementia affects approximately 50 million people in the world today, the majority suffering from Alzheimer's disease (AD). The availability of long-term patient data is one of the most important prerequisites for a better understanding of diseases. Worldwide, many prospective, longitudinal cohort studies have been initiated to understand AD. However, this approach takes years to enroll and follow up with a substantial number of patients, resulting in a current lack of data. This raises the question of whether clinical routine datasets could be utilized to extend collected registry data. It is, therefore, necessary to assess what kind of information is available in memory clinic routine databases. We did exactly this based on the example of the University Hospital Bonn. Whereas a number of data items are available in machine readable formats, additional valuable information is stored in textual documents. The extraction of information from such documents is only applicable via text mining methods. Therefore, we set up modular, rule-based text mining workflows requiring minimal sets of training data. The system achieves F1-scores over 95% for the most relevant classes, i.e., memory disturbances from medical reports and quantitative scores from semi-structured neuropsychological test protocols. Thus, we created a machine-readable core dataset for over 8000 patient visits over a ten-year period
Recommended from our members
SCAview: an Intuitive Visual Approach to the Integrative Analysis of Clinical Data in Spinocerebellar Ataxias.
With SCAview, we present a prompt and comprehensive tool that enables scientists to browse large datasets of the most common spinocerebellar ataxias intuitively and without technical effort. Basic concept is a visualization of data, with a graphical handling and filtering to select and define subgroups and their comparison. Several plot types to visualize all data points resulting from the selected attributes are provided. The underlying synthetic cohort is based on clinical data from five different European and US longitudinal multicenter cohorts in spinocerebellar ataxia type 1, 2, 3, and 6 (SCA1, 2, 3, and 6) comprising > 1400 patients with overall > 5500 visits. First, we developed a common data model to integrate the clinical, demographic, and characterizing data of each source cohort. Second, the available datasets from each cohort were mapped onto the data model. Third, we created a synthetic cohort based on the cleaned dataset. With SCAview, we demonstrate the feasibility of mapping cohort data from different sources onto a common data model. The resulting browser-based visualization tool with a thoroughly graphical handling of the data offers researchers the unique possibility to visualize relationships and distributions of clinical data, to define subgroups and to further investigate them without any technical effort. Access to SCAview can be requested via the Ataxia Global Initiative and is free of charge
Chronic homocysteine exposure causes changes in the intrinsic electrophysiological properties of cultured hippocampal neurons
Homocystinuria is an inborn error of metabolism characterized by plasma homocysteine levels up to 500 μM, premature vascular events and mental retardation. Mild elevations of homocysteine plasma levels up to 25 μM, which are common in the general population, are associated with vascular disease, cognitive impairment and neurodegeneration. Several mechanisms of homocysteine neurotoxicity have been investigated. However, information on putative effects of hyperhomocysteinemia on the electrophysiology of neurons is limited. To screen for such effects, we examined primary cultures of mouse hippocampal neurons with the whole-cell patch-clamp technique. Homocysteine was applied intracellularly (100 μM), or cell cultures were incubated with 100 μM homocysteine for 24 h. Membrane voltage was measured in current-clamp mode, and action potential firing was induced with short and prolonged current injections. Single action potentials induced by short current injections (5 ms) were not altered by acute application or incubation of homocysteine. When we elicited trains of action potentials with prolonged current injections (200 ms), a broadening of action potentials during repetitive firing was observed in control neurons. This spike broadening was unaltered by acute application of homocysteine. However, it was significantly diminished when incubation with homocysteine was extended to 24 h prior to recording. Furthermore, the number of action potentials elicited by low current injections was reduced after long-term incubation with homocysteine, but not by the acute application. After 24 h of homocysteine incubation, the input resistance was reduced which might have contributed to the observed alterations in membrane excitability. We conclude that homocysteine exposure causes changes in the intrinsic electrophysiological properties of cultured hippocampal neurons as a mechanism of neurological symptoms of hyperhomocysteinemia