Dao, J. | bioRxiv Science

bioRxiv2022

Classification of electrically-evoked compound action potentials in the parkinsonian subthalamic nucleus of non-human primates

Electrically evoked compound action potentials (ECAPs) generated in the subthalamic nucleus (STN) contain features that may be useful for titrating deep brain stimulation (DBS) therapy for Parkinsons disease. Delivering a strong therapeutic effect with DBS therapies, however, relies on selectively targeting neural pathways to avoid inducing side effects. In this study, we investigated the spatiotemporal features of ECAPs in and around the STN across parameter sweeps of stimulation current amplitude, pulse width, and electrode configuration, and used a linear classifier of ECAP responses to predict electrode location. Four non-human primates were implanted unilaterally with either a directional (n=3) or non-directional (n=1) DBS lead targeting the sensorimotor STN. ECAP responses were characterized by primary features (within 1.6 ms after a stimulus pulse) and secondary features (between 1.6-7.4 ms after a stimulus pulse). Using these ECAP features, a linear classifier was able to accurately differentiate electrodes within the STN versus dorsal to the STN in all four subjects. ECAP responses varied systematically with recording and stimulating electrode locations, which provides a subject-specific neuroanatomical basis for selecting electrode configurations in the treatment of Parkinsons disease with DBS therapy.

neuroscience↗

bioRxiv2021

{-}Cellular and biochemical response to chaperone versus substrate reduction therapies in neuropathic Gaucher disease{-}

Gaucher disease (GD) is caused by the deficiency of the lysosomal membrane enzyme glucocerebrosidase (GCase), and the subsequent accumulation of its substrate, glucosylceramide substrate (GC). Mostly missense mutations of the glucocerebrosidase gene (GBA) lead to GCase misfolding and inhibiting the lysosomes proper trafficking. The accumulated GC leads to lysosomal dysfunction and impairs the autophagy pathway. GD types 2 and 3 (GD2-3), or the neuronopathic forms, affect not only the Central Nervous System (CNS) but also have severe systemic involvement and progressive bone disease. Enzyme replacement therapy (ERT) successfully treats the hematologic manifestations; however, due to the lack of equal distribution of the recombinant enzyme in different organs, it has no impact on the nervous system and has minimal effect on bone involvement. Small molecules have the potential for better tissue distribution. Ambroxol (AMB) is a pharmacologic chaperone that partially recovers the mutated GCase activity and crosses the blood-brain barrier. Eliglustat (EGT) works by inhibiting UDP-glucosylceramide synthase, an enzyme that catalyzes the GC biosynthesis, reducing a GC influx load into the lysosome. Substrate reduction therapy (SRT) using EGT is associated with improvement in GD bone marrow burden score and bone mineral density. The effects of EGT and ABX on GCase activity and autophagy-lysosomal pathway (ALP) were assessed in primary cell lines derived from patients with GD2-3 and compared to cell lines from healthy controls. While both compounds enhanced GCase activity in control cells, an individualized response was observed in cells from patients with GD2-3 that varied with GBA mutations. EGT and AMB enhanced the formation of lysosomal/ late endosomal compartments and autophagy, and this effect was independent of GBA mutations. Both AMB and EGT increased mitochondrial mass and density in GD2-3 fibroblasts, suggesting enhancement of the mitochondrial function by activating the mitochondrial membrane potential. These results suggest that EGT and ABX may have different molecular mechanisms of action, but both enhance GCase activity, improve autophagy-lysosome dynamics and mitochondrial functions.

molecular biology↗