SATB2 is a schizophrenia risk gene and is genetically associated with human intelligence. How it affects cognition at molecular level is currently unknown. Here, we show that interactions between SATB2, a chromosomal scaffolding protein, and the inner nuclear membrane protein LEMD2 orchestrate the response of pyramidal neurons to neuronal activation. Exposure to novel environment in vivo causes changes in nuclear shape of CA1 hippocampal neurons via a SATB2‐dependent mechanism. The activity‐driven plasticity of the nuclear envelope requires not only SATB2, but also its protein interactor LEMD2 and the ESCRT‐III/VPS4 membrane‐remodeling complex. Furthermore, LEMD2 depletion in cortical neurons, similar to SATB2 ablation, affects neuronal activity‐dependent regulation of multiple rapid and delayed primary response genes. In human genetic data, LEMD2‐regulated genes are enriched for de novo mutations reported in intellectual disability and schizophrenia and are, like SATB2‐regulated genes, enriched for common variants associated with schizophrenia and cognitive function. Hence, interactions between SATB2 and the inner nuclear membrane protein LEMD2 influence gene expression programs in pyramidal neurons that are linked to cognitive ability and psychiatric disorder etiology.

The DNA-binding protein SATB2 is genetically linked to human intelligence. We studied its influence on the three-dimensional (3D) epigenome by mapping chromatin interactions and accessibility in control versus SATB2-deficient cortical neurons. We find that SATB2 affects the chromatin looping between enhancers and promoters of neuronal-activity-regulated genes, thus influencing their expression. It also alters A/B compartments, topologically associating domains, and frequently interacting regions. Genes linked to SATB2-dependent 3D genome changes are implicated in highly specialized neuronal functions and contribute to cognitive ability and risk for neuropsychiatric and neurodevelopmental disorders. Non-coding DNA regions with a SATB2-dependent structure are enriched for common variants associated with educational attainment, intelligence, and schizophrenia. Our data establish SATB2 as a cell-type-specific 3D genome modulator, which operates both independently and in cooperation with CCCTC-binding factor (CTCF) to set up the chromatin landscape of pyramidal neurons for cognitive processes.

The epigenome and nuclear architectural mechanisms that regulate neuronal activity-induced transcriptional responses in cortical neurons remain incompletely understood. Previously, we have shown that the chromatin organizer SATB2 and the inner nuclear membrane protein LEMD2 form a chromatin tether at the nuclear lamina, and that activity-induced transcription is impaired in both Satb2 and Lemd2 loss-of-function models. Interaction of SATB2 and LEMD2 with subunits of the ESCRT-III complex indicates that the ESCRT-III complex could serve as an activity-dependent, dynamic component of this tether. Here, we study the activity-dependent subcellular localization and function of the ESCRT-III components CHMP7 and CHMP4B in primary cortical neurons. We find that increased neuronal activity correlates with the accumulation of co-localized CHMP7 and CHMP4B foci at the nuclear envelope. shRNA-mediated Chmp7 knockdown causes a reduction in the expression of activity-regulated genes and genes with highly specialized functions in synaptic organization and trans-synaptic signaling. Furthermore, the observed similarity in the global transcriptome responses in Satb2, Lemd2, and Chmp7 loss-of-function models points toward a previously unrecognized role of the SATB2–LEMD2–CHMP7 tether in linking chromatin architecture and nuclear envelope plasticity to activity-dependent gene regulation.

Neuronal activity induces widespread changes in chromatin organization, yet the mechanisms of activity-dependent 3D genome remodelling remain incompletely understood. Here, we identify SATB2 as a key regulator of activity-dependent 3D chromatin dynamics in cortical pyramidal neurons. Using primary cultures from floxed and Satb2 conditional knockout mice, we combined Hi-C and chromatin accessibility mapping to capture rapid 3D epigenome reorganization following neuronal stimulation. Within 1 h of activation, floxed neurons exhibited enhanced chromatin interactions, increased chromatin accessibility, and the emergence of a novel activity-dependent (AD) compartment enriched for SATB2 binding sites. The AD compartment harbours metabolic and housekeeping genes that undergo transient repression upon neuronal activation, thereby prioritizing translation of long synaptic transcripts. Loss of SATB2 disrupted these activity-induced changes, including chromatin accessibility, long-range interactions, and AD compartment formation, resulting in attenuated induction and repression of key activity-regulated genes. These findings establish SATB2 as a central organizer of activity-dependent chromatin architecture dynamics, required for coordinated activation and repression of activity-regulated genes in cortical pyramidal neurons.

Summary: SATB2 is genetically associated with human intelligence. Since SATB2 protein structure predicts a function in DNA looping, we analyzed the impact of SATB2 on 3D genome architecture and chromatin accessibility in cortical neurons. Our data reveal strong effects of SATB2 on chromatin looping between enhancers and promoters of neuronal activity-regulated genes, which closely correlate with gene expression. We furthermore identify SATB2-dependent alterations at all 3D genome architectural levels, including compartments, Topologically Associated Domains and Frequently Interacting Regions. Genes linked to SATB2-dependent 3D genome changes are implicated in highly specialized neuronal functions and contribute to cognitive ability and risk for neuropsychiatric and neurodevelopmental disorders. The altered non-coding regions are enriched for common variants associated with educational attainment, intelligence and schizophrenia. Our data establish SATB2 as a 3D genome organizer, which operates both independently and in cooperation with CTCF to set up the chromatin landscape of pyramidal neurons for cognitive processes.