Chronic stress induces structural and functional changes in the brain, increasing susceptibility to major depressive disorder and other mental illnesses. Myelination deficits are a key pathological feature of stress-related disorders, yet the molecular mechanisms linking chronic stress to oligodendrocyte dysfunction remain poorly understood. Here, we used single-nucleus multiome sequencing to map gene expression and chromatin-accessibility remodeling in the hippocampus of mice exposed to chronic unpredictable mild stress (CUMS), a model that simulates key features of human daily stressors. CUMS induced broad molecular reprogramming across hippocampal cell populations, with stress-responsive gene networks significantly enriched for depression-associated genes. The oligodendrocyte lineage showed heightened vulnerability, with CUMS preferentially disrupting immature OPC/intermediate states and impairing OPC migration, OPC-to-ODC lineage progression, intercellular communication, and myelination. Integrated multiomic analysis identified stage-specific cis-regulatory elements and stress-sensitive gene regulatory networks, converging on SOXD transcription factors, particularly SOX5 and SOX6, as key regulators of OPC dysfunction. SOX6 ChIP-seq confirmed direct SOX6 binding at regulatory elements associated with genes controlling OPC morphogenesis, migration, and glutamatergic signaling. CUMS reduced SOX6 protein levels and SOX6-associated regulatory network activity in OPCs, whereas OPC-specific enhancer-driven restoration of SOX6 rescued stress-induced defects in OPC migration and myelination. Together, these findings define a stress-sensitive SOXD/SOX6 regulatory mechanism linking chronic stress to oligodendrocyte lineage dysfunction and myelination deficits, identifying SOX6 as a functional regulatory node with therapeutic potential for stress-related brain pathology.
Target-Side Paraphrase Augmentation for Sign Language Translation with Large Language Models
arXiv:2605.31393v1 Announce Type: cross Abstract: Sign language translation (SLT) remains constrained by limited paired sign-video/text corpora and heavy-tailed target vocabularies. We study target-side augmentation in




