Issues
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ON THE COVER
Two AI models extract from a skeletal muscle EM image the pixel-wise fraction (pf) of glycogen granules. A numerical simulation derives from pf the voxel-wise fraction (vf) pro-portional to glycogen concentration, which decreases approximately threefold in patients susceptible to malignant hyperthermia Image © Ríos et al., 2024. See https://doi.org/10.1085/jgp.202413595. - PDF Icon PDF LinkTable of Contents
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Research News
Kv1.1 channels help set the pace
JGP study reveals that, although they are present at low levels and only generate small currents in the sinoatrial node, Kv1.1 channels have a significant impact on cardiac pacemaking.
Commentary
Beyond homogenates: New tool available for estimating glycogen’s numerical subcellular distribution
This Commentary discusses the implications of a recent JGP study demonstrating an AI model to quantify glycogen granules.
Articles
The C-terminus of Rad is required for membrane localization and L-type calcium channel regulation
RRAD is a constituent of the L-type calcium channel heteromultimeric complex. RRAD contributes to calcium channel modulation. Elmore, Ahern et al. show that the RRAD C-terminus confers membrane association concomitantly with the regulation of ICa,L modulation and in vivo heart function.
Epilepsy-associated Kv1.1 channel subunits regulate intrinsic cardiac pacemaking in mice
Si et al. use electrophysiology to show that genetic or pharmacological ablation of Kv1.1 K+ channel subunits reduces the firing rate of the heart’s sinoatrial node in mice. They attribute this decrease to impaired outward K+ currents resulting in prolonged action potentials. These findings identify Kv1.1 as a novel regulator of cardiac pacemaking.
Methods and Approaches
Artificial intelligence approaches to the volumetric quantification of glycogen granules in EM images of human tissue
Artificial neural networks developed to quantify glycogen granules in EM images of human muscle find granular content that varies with cell region and is threefold lower than normal in patients susceptible to malignant hyperthermia, a condition with chronically elevated cytoplasmic [Ca2+].
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