Biology subjects

Charron, S.

Publications and source records attributed to Charron, S..

3 recordsLinked to original sources

bioRxiv2025

Resistance to Atrial Fibrillation Domestication and Mitochondrial Dysfunction in Sheep: a potential key role of the TCA Cycle and mitochondrial redox state

BackgroundAtrial fibrillation (AF) often progresses from paroxysmal to more stable forms. It is well-recognized that patients vary in their AF progression, but underlying mechanisms remain unclear. This work, performed in a sheep AF-model, aimed to identify atrial redox and energetic status differences between animals developing stable AF (AF-S) versus those resistant to AF-stabilization (AF-R). MethodsAF was monitored with telemetry and maintained with bursts of atrial tachystimulation whenever sinus rhythm resumed. Electrophysiological remodeling was assessed via contact mapping. Structural remodeling was described by histology. Proteomic, metabolomic, enzymatic and bioenergetic remodeling were evaluated using frozen left atrial appendage (LAA) tissues and isolated LAA mitochondria. Healthy young rats were used to investigate if an induced metabolic challenge could stabilize AF episodes upon transesophageal atrial tachypacing challenge. ResultsAF-S sheep developed stable AF (>24-hours self-sustained) after 13 days on average, whereas AF-R sheep failed to develop self-sustained AF despite 120 days of electrically-maintained AF. Contact mapping and histological analysis revealed similar electro-structural remodeling in both groups. Metabolic analysis showed significant differences in tricarboxylic acid (TCA) cycle enzymes activities and a 45% increase in AF-S LAA succinate content versus AF-R. AF-S mitochondria showed abnormal mitochondrial succinate oxidation, associated with a significant 20% decrease in ATP synthesis rate, 22% increase in ROS emission and mitochondrial inner membrane hyperpolarization. The ratios of ATP to ADP, NAD+ to NADH, and Complex I/II were disturbed in AF-S compared to AF-R. Calculated mitochondrial NAD+ to NADH ratios suggest a reduced state of in-vivo AF-R mitochondria compared to the oxidized state of AF-S. Exogenous succinate was metabolized when incubated with rat atrial cardiomyocytes and altered redox balance, while intravenous succinate stabilized atrial arrhythmias induced by tachypacing in vivo. ConclusionsSheep resistant to AF-progression showed specific TCA cycle, energetic and redox adaptations compared to animals that developed self-sustained AF. In this animal model, mitochondrial TCA cycle remodeling and associated redox and energetic responses determined the resistance to AF domestication, with potential relevance to identify new mechanistic determinants of AF progression in humans.

pathology↗

bioRxiv2025

AI-based identification of cardiac Purkinje fiber cells isolated from whole adult sheep hearts

BACKGROUNDPurkinje Fibers (PFs) are essential to the cardiac conduction system for synchronizing ventricular contractions. However, emerging evidence highlights their implication in the development of ventricular tachyarrhythmias. Nevertheless, isolating and studying the cellular mechanisms of PFs presents a significant challenge due to their intricate arborizing structure, heterogeneous cardiomyocytes (CMs) phenotype, and relatively small proportion within the ventricular mass, all of which hinder detailed functional investigations and comprehensive analysis of the conduction system network. OBJECTIVETo develop a new methodology for dissociation and classification of cell populations related to the ventricular conduction system from adult sheep. This workflow establishes, in part, a proof-of-concept deep learning-based classification strategy that leverages standard cellular imaging data. METHODSWe developed a multi-tiered workflow to isolate and classify cardiac cell populations from adult sheep hearts. Coronary perfusion and enzymatic digestion were used to dissociate CMs from the left ventricular free wall (LVMs) and Purkinje-rich free-running false tendons (FTs). A three-pronged classification strategy was developed and implemented: (1) expert-guided visual phenotyping based on distinctive morphological traits; (2) rule-based morphometric quantification using automatic image analysis; and (3) deep learning-based classification with a retrained YOLOv9 model trained on augmented brightfield image datasets. This pipeline enabled accurate discrimination between LVM and FT-derived cells. Independent validation was performed using patch-clamp electrophysiology, T-tubule structure imaging with di-8-ANEPPS, and gene expression profiling (RT-qPCR) for Purkinje-specific biomarkers (Tbx5 and Cx40). RESULTSDuring the qualitative inspection, FT-dissociated cells had distinct morphological features, including an elongated or slender shape, finger-like projections, curves and tortuous shapes, and a new feature: the presence of spurs along the lateral membrane. Subsequently, a YOLOv9 model achieved an accuracy of 98% in distinguishing LVM and FT cells, based on the initial visual selection made by the operator. In addition, FT-cells exhibit a lower organization and density of T-Tubules compared to LVM. This classification was confirmed by the characterization of the typically longer action potential (AP) durations in FT cells. Finally, higher mRNA expression of the transcription factor Tbx5 and connexin40 (Cx40) was observed in FTs compared to left ventricular tissues. CONCLUSIONSWe present a robust and scalable workflow for isolating and classifying cardiac Purkinje fiber cells from adult sheep, integrating manual phenotyping, rule-based morphometrics, and AI-driven deep learning. This multimodal approach enables high-accuracy identification of PF cells within heterogeneous tissue, confirmed through structural, molecular, and electrophysiological validation. Our findings overcome long-standing barriers in Purkinje fiber research and provide a powerful platform for advancing the study of ventricular conduction system biology and its role in arrhythmogenesis. GRAPHIC ABSTRACT O_FIG O_LINKSMALLFIG WIDTH=114 HEIGHT=200 SRC="FIGDIR/small/653917v1_ufig1.gif" ALT="Figure 1"> View larger version (35K): org.highwire.dtl.DTLVardef@18c0154org.highwire.dtl.DTLVardef@ab67eeorg.highwire.dtl.DTLVardef@1346eeaorg.highwire.dtl.DTLVardef@15e05e4_HPS_FORMAT_FIGEXP M_FIG C_FIG WHAT IS KNOWNO_LIThe PFs network constitutes a small part of the ventricular mass (<2%) but ensures spatio-temporal dynamic of ventricular activation. C_LIO_LIThe PFs are known to have distinct electrophysiological and Ca2+ dynamic compared to surrounding myocardial tissue. C_LIO_LIVentricular arrhythmias are the most common cause of sudden cardiac death (SCD), and recent evidence points to an essential contribution of PFs. C_LIO_LIHowever, little is known about the molecular mechanisms of PF-induced arrhythmias, partly because their isolation remains challenging. C_LI WHAT THE- STUDY ADDSO_LIA new dissociation technique combined with advanced AI methods to accurately dissociate and discriminate LVM and PF cells derived from free FT dissociation. C_LIO_LIThis improves the classification system for distinguishing morphological LVM cells from PF cells in sheep. C_LIO_LIOur model opens up new perspectives in the automatic analysis of various cell parameters. C_LI

physiology↗

bioRxiv2024

Cannabinoid type-1 (CB1) receptors in glial cells promote neuromuscular junction repair following nerve injury.

Cannabinoids are frequently used in the treatment of neuropathic pain related to nerve injury. However, despite evidence for their roles in the regulation of axonal guidance and synapse formation during development of the central nervous system (CNS), their possible involvement in response to peripheral nerve injury remains poorly defined and the knowledge of its role is mostly related to the peripheral sensory system. Following nerve injury, contemporary to axonal repair, massive morphological and functional changes reshape synaptic elements at neuromuscular junctions (NMJs) aiming to promote their reinnervation. This process is mediated in part by Perisynaptic Schwann cells (PSCs), glial cells at the NMJ essential for its maintenance and repair. Here we investigated the novel role of Cannabinoid type-1 receptor (CB1R) at NMJ, in particular on PSCs, during motor nerve recovery following nerve injury. Using morphological analysis, we studied the consequences of CB1R pharmacological and genetic blockade following denervation and reinnervation in adult NMJs. CB1R blockade caused an acceleration of the denervation process followed by a great delay in reinnervation as indicated by a significant percentage of denervated NMJs, accompanied by a decrease of mono- and poly-innervated NMJs. Remarkably, a similar phenomenon was observed when CB1R is selectively knocked-out in glia, indicating that the protective actions of these receptors are largely glia-dependent. These data highlight a novel role of the endocannabinoid system at NMJs, where the CB1Rs on PSCs can control NMJ denervation and reinnervation following nerve injury. A better understanding of the functional mechanisms underlying CB1R role in NMJ repair may contribute to finding a new pharmacological treatment having a dual role in improvements of motor recovery and in pain-related relief.

neuroscience↗