Biology subjects

Waldman, A. J.

Publications and source records attributed to Waldman, A. J..

4 recordsLinked to original sources

bioRxiv2025

Persistent chromatin loops shape gene expression plasticity upon stimulation and restimulation of human neurons

Persistent molecular correlates of long-term memory storage remain an open question. Here, we stimulate and re-stimulate human neurons and use multi-modal single-nucleus technologies to query DNA methylation, higher-order chromatin folding, and gene expression. We find enduring traces of activity-gained and activity-lost chromatin loops. Genes anchoring persistent activity-gained loops exhibit activity-upregulated expression, whereas persistent activity-lost loops anchor activity-downregulated genes that remain repressed five days post-stimulation. CTCF-bound looped enhancers and promoters are refractory to activity-dynamic DNA methylation. Looped enhancers bound by CTCF can exhibit memory of activity-induced histone modifications and persistent expression of activity-upregulated genes. Upon second stimulation, activity-upregulated genes are robustly re-induced when unlooped but remain nonresponsive at persistent loops akin to habituation. Activity-independent gene expression can be downregulated when unlooped but protected from homeostatic downscaling when anchored in persistent loops. Our data reveal long-term genome folding persistence linked to plasticity of activity-dependent gene expression during recall in human neurons. Structured AbstractO_ST_ABSIntroductionC_ST_ABSA long-standing question in neuroscience is how memories of previous experiences are stored in the mammalian brain to facilitate recall over the lifetime of an individual. Classic models of memory posit that both synapse-specific events and cell-wide transcriptional programs are required for encoding, consolidation, and long-term storage of memory (1, 2). Learning involves synapse strengthening, and synapse weakening has been linked to memory loss (3, 4). Nascent transcription and protein synthesis also occur in response to neural activation in vitro and in vivo (5-7). A leading hypothesis, the synaptic tagging and capture model, asserts that specific synapses are biochemically marked during encoding and newly made cell-wide RNA/proteins act specifically on tagged synapses to maintain long-term memory (8). Multiple historic studies have pursued the identification of proteins linked to potentiated synapses (9-13), but few explore the possibility of persistent, activity-dependent patterns of DNA, chromatin, higher-order chromatin folding, or RNA in human models of long-term memory. Over the last decade, the molecular technique of Chromatin-Conformation-Capture has been employed to discover that the mammalian genome folds into thousands loops of (5, 14-28). Loops bring distal non-coding cis regulatory elements into contact with their target genes to influence gene expression (29). They form via the processive motion of the cohesin ring along chromatin until it stalls at the architectural protein CTCF, thus extruding out the intervening DNA (22, 30-32). Loops can markedly reconfigure during lineage commitment in development and in response to genetic perturbations, and their formation is critical for spatiotemporal regulation of expression (22, 30, 33-41). RationaleMultiple recent works suggest that loops connecting activity-dependent enhancers to distal genes and can be induced during neural stimulation in vitro and behavior paradigms in vivo (5, 27, 42, 43). Genetic elimination of the architectural proteins CTCF and cohesin prior to learning substantially impairs memory encoding across multiple behavior tasks in vivo (42, 44, 45). Cohesin-mediated loops are necessary for the establishment of new gene expression programs in post-mitotic neurons, including the upregulation of genes encoding axon guidance, dendritic spine morphology, and synaptic plasticity during neuron maturation in vivo and activity-dependent gene expression during neural stimulation in vitro (27). Fear conditioning recruits epigenetically plastic neurons to form the memory engram (46) and induces chromatin accessibility changes at enhancers that might persist at least five days after fear conditioning (43). Together, these data provide the rationale for our hypothesis that key structural features of higher-order chromatin folding could be persistent long after the exposure and removal of a pharmacological, environmental, or behavioral stimulus that causes neurons to fire action potentials. ResultsHere, we apply cutting-edge single-nucleus multi-modal technologies toward the goal of ascertaining the extent to which there are enduring traces of higher-order chromatin folding, DNA methylation, histone modifications at activity-dependent enhancers, and/or mRNA levels in single human neurons upon exposure to a repetitive stimulation and re-stimulation paradigm. We find that pharmacological stimulation of human induced pluripotent stem cell (iPSC)-derived neurons induces chromatin loop plasticity, including persistent activity-gained (PG) and persistent activity-lost (PL) loops that are dependent on CREB phosphorylation. We also query activity-dependent patterns of DNA methylation genome-wide and demonstrate that the majority of looped enhancers and promoters are negligibly differentially methylated in human neurons in response to pharmacological stimulation. CTCF binding to looped enhancers and promoters further protects such regulatory elements from activity-stimulated changes in DNA methylation. What are the potential functional effects of persistent chromatin loops? We find that activity-lost persistent loops anchor activity-downregulated genes that remain repressed five days post-stimulation. By contrast, activity-gained persistent loops are enriched for activity-induced gene expression at 2-5 hours post-stimulation, but mRNA levels resume baseline levels by five days after removal of the stimulus. A subset of promoter-enhancer loops bound by CTCF can exhibit enduring traces of the histone modification H3K27ac. Promoters persistently looped to CTCF-bound persistent activity-induced enhancers can exhibit memory of activity-upregulated gene expression for at least five days after stimulation. Finally, we re-stimulated our human neurons five days after the original stimulation event and assessed gene expression with single-nucleus RNA-seq. Upon second stimulation, we unexpectedly find that activity-upregulated genes can be robustly re-induced when unlooped but remain nonresponsive at persistent loops akin to habituation. We also unexpectedly find that activity-independent, invariant gene expression can be downregulated at second stimulation when unlooped but protected from homeostatic downscaling when anchored in persistent loops. ConclusionTaken together, our data reveal enduring traces of higher-order chromatin loops in human neurons after activity-simulation and their link to gene expression plasticity and habituation during re-stimulation and re-stimulation of human neurons. Our work sheds light on the role for chromatin and gene expression in an important unsolved paradox in neuroscience: How is information encoded in neural circuits on the timescale of years despite the rapid turnover of synaptic proteins/RNAs in hours to weeks? Persistent chromatin loops shape plasticity in cell-wide RNA levels, thus laying the foundation for future studies linking genes identified here to their subcellular localization and possible functional role at the synapse.

neuroscience↗

bioRxiv2025

Learning induces persistent chromatin loops underlying robust gene expression during memory recall

Long-term memories are stored in neuronal ensembles called engrams, but the existence of persistent molecular traces in nuclei of engram neurons remain unknown. Using activity-dependent nuclear tagging in vivo, we profiled higher-order chromatin folding and DNA methylation in thousands of single hippocampal neurons up to a month after contextual fear conditioning (CFC). We find CFC-induced chromatin loop plasticity genome-wide, including persistently gained and lost loops with enduring traces in vivo. DNA methylation showed minimal CFC-induced persistence at promoters and enhancers. Persistently gained and lost loops connect distinct enhancers and promoters in excitatory and inhibitory subtypes and correlate with robust CFC-upregulated and -downregulated gene expression, respectively, upon recall. Synaptic genes associated with post-traumatic stress disorder and autism anchor neuronal subtype-specific persistent loops, suggesting relevance to neuropsychiatric dysfunction. We harness the power and sensitivity of multi-modal single-cell measurements to find enduring chromatin traces linked to robust gene expression during fear memory recall. Structured AbstractO_ST_ABSIntroductionC_ST_ABSLong-term memory is thought to be stored in specific neural circuits called engrams (1). Mechanisms centered at the synapse have been proposed, but what is altered within each engram cell that persists for the duration of the memory is unknown. Neural circuits fire action potentials in response to experiences. Such electrochemical signals are converted to molecular signaling pathways which travel from the synapse to the nucleus to activate new gene expression programs. However, experience-dependent RNA and protein molecules as well as synaptic plasticity phenomena are short-lived, lasting for only a few hours to several days (2). Thus, the extent to which chromatin and gene expression changes induced by behavior persist and functionally contribute to memory encoding, consolidation, and retrieval remains an important answered question. DNA is folded in the mammalian nucleus into higher-order long-range chromatin looping interactions (3). Loops form mechanistically through extrusion in which cohesin subunits form a ring that shuttles along chromatin and extrudes out the intervening DNA until it stalls at boundaries occupied by architectural proteins such as CTCF (4, 5). CTCF-independent looping mechanisms have also been uncovered (6-10). A subset of loops regulates gene expression by bringing distant enhancers into spatial proximity with their target promoters. Loops connect activity-dependent enhancers to their distal target genes to govern gene expression during in vitro neural stimulation and in vivo behavior paradigms (11-14). However, the extent to which chromatin changes persist on time scales to support long-term memory storage in vivo remains unclear. RationaleMultiple studies support the idea that higher-order chromatin architecture is plastic and can undergo activity- and experience-dependent remodeling linked to gene expression. Electron microscopy measurements provide direct evidence of chromatin architecture plasticity within minutes, with some changes persisting for up to an hour after potassium chloride stimulation of primary hippocampal neurons (15). Perturbing loops by selectively eliminating either CTCF or cohesin subunits impairs memory encoding in multiple behavior models (11, 14, 16-18), disrupts long-term potentiation (17, 18), and alters dendritic morphology (13, 19, 20). Cohesin-mediated loops are necessary for the establishment of new gene expression programs in post-mitotic neurons, including the upregulation of genes encoding axon guidance, dendritic spine morphology, and synaptic plasticity during neuron maturation in vivo as well as activity-dependent regulation of secondary response genes during neural stimulation in vitro (12, 13). The state of histone modifications before learning influences which neurons are recruited into memory traces, suggesting chromatin carries long-lasting yet adaptable information during memory encoding and long-term storage (21). Moreover, a subset of enhancers retains chromatin accessibility after learning in vivo (11). Together, these observations suggest that chromatin might provide a durable regulatory scaffold that persists long after the initial experience to govern gene expression programs required for the aspects of long-term memory storage. ResultsHere, we employ activity-dependent nuclear labeling in TRAP2 (targeted recombination in active populations) mice to isolate nuclei from neurons stimulated during contextual fear conditioning (CFC) (22, 23). Using single-nucleus methyl 3C-sequencing (snm3C-seq3), we simultaneously profiled DNA methylation and 3D genome folding in the same single tagged neurons from the hippocampus in a time course up to 28 days after CFC and during fear memory recall. Our multi-modal inquiry offered ability to group neurons by their neuronal subtype-specific DNA methylation profile, and thereby computationally generate pseudobulk Chromosome Conformation Capture heatmaps per each sorted hippocampal neuron subtype. We find CFC-induced chromatin loop plasticity genome-wide, including persistently gained and persistently lost loops with enduring structural traces up to 28 days after training. Persistent loops connect distinct distal enhancers to target genes encoding synaptic plasticity and neurotransmitter signaling pathways unique to each excitatory and inhibitory neuron cell type. By contrast to loops, we observe negligible persistence of CFC-induced changes in DNA methylation at enhancers and promoters. Persistently gained and lost loops show upregulation and downregulation of gene expression upon recall, respectively, with the functional effect focused on genes with mRNA levels influenced during training. We uncovered a strong enrichment for genes associated with post-traumatic stress disorder and autism spectrum disorder anchoring the base of persistent loops, suggesting the relevance of enduring chromatin architecture traces to dysregulation of fear, anxiety, and stress in neuropsychiatric disorders. ConclusionOur findings reveal that learning induces neuronal subtype-specific changes in chromatin loops, a subset of which remain durable for at least a month in vivo. Persistent chromatin loops are linked to expression of disease-associated synaptic genes during fear memory recall, thus highlighting relevance to neuropsychiatric and neurodevelopmental disorders. Our work opens up new avenues for investigating enduring chromatin traces for their role in governing cell-wide mRNA levels of genes that impact synaptic plasticity during fear learning and long-term memory storage.

neuroscience↗

bioRxiv2025

Autism spectrum disorder risk genes have convergent effects on transcription and neuronal firing patterns in primary neurons

Autism spectrum disorder (ASD) is a highly heterogenous neurodevelopmental disorder with numerous genetic risk factors. Notably, a disproportionate number of risk genes encode transcription regulators including transcription factors and proteins that regulate chromatin. Here, we teste the function of nine such ASD-linked transcription regulators by depleting them in primary cultured neurons. We then define the resulting gene expression disruptions using RNA-sequencing and test effects on neuronal firing using multielectrode array recordings. We identify shared gene expression signatures across many ASD risk genes that converge on disruption of critical synaptic genes. Fitting with this, we detect robust disruptions to neuronal firing throughout neuronal maturation. Together, these findings provide evidence that loss of multiple ASD-linked transcriptional regulators disrupts transcription of synaptic genes and has convergent effects on neuronal firing that may contribute to enhanced ASD risk.

neuroscience↗

bioRxiv2024

A multi-looping chromatin signature predicts dysregulated gene expression in neurons with familial Alzheimer's disease mutations

Mammalian genomes fold into tens of thousands of long-range loops, but their functional role and physiologic relevance remain poorly understood. Here, using human post-mitotic neurons with rare familial Alzheimers disease (FAD) mutations, we identify hundreds of reproducibly dysregulated genes and thousands of miswired loops prior to amyloid accumulation and tau phosphorylation. Single loops do not predict expression changes; however, the severity and direction of change in mRNA levels and single-cell burst frequency strongly correlate with the number of FAD-gained or -lost promoter-enhancer loops. Classic architectural proteins CTCF and cohesin do not change occupancy in FAD-mutant neurons. Instead, we unexpectedly find TAATTA motifs amenable to binding by DLX homeodomain transcription factors and changing noncoding RNAPolII signal at FAD-dynamic promoter-enhancer loops. DLX1/5/6 mRNA levels are strongly upregulated in FAD-mutant neurons coincident with a shift in excitatory-to-inhibitory gene expression and miswiring of multi-loops connecting enhancers to neural subtype genes. DLX1 overexpression is sufficient for loop miswiring in wildtype neurons, including lost and gained loops at enhancers with tandem TAATTA arrays and singular TAATTA motifs, respectively. Our data uncover a genome structure-function relationship between multi-loop miswiring and dysregulated excitatory and inhibitory transcriptional programs during lineage commitment of human neurons homozygously-engineered with rare FAD mutations.

molecular biology↗