Sodium channelopathies in neurodevelopmental disorders

MH Meisler, SF Hill, W Yu - Nature Reviews Neuroscience, 2021 - nature.com
The voltage-gated sodium channel α-subunit genes comprise a highly conserved gene
family. Mutations of three of these genes, SCN1A, SCN2A and SCN8A, are responsible for a …

Voltage-gated sodium channel β subunits: the power outside the pore in brain development and disease

JM Hull, LL Isom - Neuropharmacology, 2018 - Elsevier
Voltage gated sodium channels (VGSCs) were first identified in terms of their role in the
upstroke of the action potential. The underlying proteins were later identified as saxitoxin …

Kv2 potassium channels form endoplasmic reticulum/plasma membrane junctions via interaction with VAPA and VAPB

B Johnson, AN Leek, L Solé… - Proceedings of the …, 2018 - National Acad Sciences
Kv2. 1 exhibits two distinct forms of localization patterns on the neuronal plasma membrane:
One population is freely diffusive and regulates electrical activity via voltage-dependent K+ …

Measurement of anomalous diffusion using recurrent neural networks

S Bo, F Schmidt, R Eichhorn, G Volpe - Physical Review E, 2019 - APS
Anomalous diffusion occurs in many physical and biological phenomena, when the growth
of the mean squared displacement (MSD) with time has an exponent different from one. We …

Classification, inference and segmentation of anomalous diffusion with recurrent neural networks

A Argun, G Volpe, S Bo - Journal of Physics A: Mathematical and …, 2021 - iopscience.iop.org
Countless systems in biology, physics, and finance undergo diffusive dynamics. Many of
these systems, including biomolecules inside cells, active matter systems and foraging …

Aging power spectrum of membrane protein transport and other subordinated random walks

ZR Fox, E Barkai, D Krapf - Nature communications, 2021 - nature.com
Single-particle tracking offers detailed information about the motion of molecules in complex
environments such as those encountered in live cells, but the interpretation of experimental …

Strange interfacial molecular dynamics

D Krapf, R Metzler - Physics today, 2019 - pubs.aip.org
Biological functions such as gene regulation and metabolism in living cells rely on highly
specific molecular interactions. The structure and dynamics of interfaces—from the …

Amyloid β-Induced Upregulation of Nav1.6 Underlies Neuronal Hyperactivity in Tg2576 Alzheimer's Disease Mouse Model

R Ciccone, C Franco, I Piccialli, F Boscia… - Scientific reports, 2019 - nature.com
Hyperexcitability and alterations in neuronal networks contribute to cognitive impairment in
Alzheimer's Disease (AD). Voltage-gated sodium channels (NaV), which are crucial for …

Modelling intermittent anomalous diffusion with switching fractional Brownian motion

M Balcerek, A Wyłomańska, K Burnecki… - New Journal of …, 2023 - iopscience.iop.org
The stochastic trajectories of molecules in living cells, as well as the dynamics in many other
complex systems, often exhibit memory in their path over long periods of time. In addition …

Identifying heterogeneous diffusion states in the cytoplasm by a hidden Markov model

J Janczura, M Balcerek, K Burnecki, A Sabri… - New Journal of …, 2021 - iopscience.iop.org
Diffusion of nanoparticles in the cytoplasm of live cells has frequently been reported to
exhibit an anomalous and even heterogeneous character, ie particles seem to switch gears …