Astrocytic ensembles as key cellular mediators of memory stabilizationJiahui Chen1,*1 College of Pharmaceutical Sciences, Zhejiang University, 310058, Hangzhou, Zhejiang, China.*Correspondence to: Jiahui Chen: tankahui@zju.edu.cn.For long, memory research has centered on the view that neuronal engrams store and retrieve memories 1,2. Extensive evidence demonstrates how perturbation of engram influences mnemonic processes, such as encoding, storage, retrieval and extinction3,4. Once recalled, memories become malleable and susceptible to distortion. This inherent fragility necessitates memory stabilization. Earlier evidence demonstrates neuron-astrocyte convergence in long-term memory consolidation 5, implying that engrams represent only part of the multicellular landscape. A recent study led by Prof. Nagai et al . underpinned that astrocytic ensembles are indispensable contributors for memory stabilization during recall 6.To identify behaviorally relevant astrocyte ensembles (BAEs), the authors employed a contextual fear conditioning (FC) paradigm and developed a sophisticated genetic imaging strategy for whole-brain BAEs tagging. This method revealed a systemically substantial increase in BAEs after fear recall (FR), particularly in the lateral and basolateral part of amygdala (LA/B), a canonical structure in fear memory. Notably, the activity of these epoch-specific BAEs aligns with neuronal Fos expression. To dissect the molecular architecture behind, researchers first uncovered that FR induced noradrenaline(NA)-driven cAMP signaling in astrocytes. Then, pharmacological perturbation of the NA-expressing area—locus coeruleus (LC)-LA/B circuit would trivially impede the phenomenon. In-vivo recordings gave evidence of fear-induced NA signals, which in turn elicited prolonged astrocytic cAMP signals through β-receptors during recall. Hitherto, FR induces a sustained increase in NA signals and recruits specific astrocytic ensembles, which left a central unresolved issue: Why are astrocytes specifically engaged during FR, not FC? They identified two critical adrenoreceptor genes, namelyAdra1a (α1-receptor) and Adrb1 (β1-receptor), with the latter gene remained elevated from 1.5 h to 3 days post-FC. In addition, upregulation of Adrb1 promoted Igfbp2 gene expression, which encodes a secreted protein essential for synaptic plasticity. Lastly, Adrb1 -OE did not affect FR-engram density, but significantly facilitated their reactivation, implying that BAEs play an important role in neuron-induced memory retrieval process.In summary, Prof. Nagai provides compelling evidence that astrocytes operate on behaviorally relevant delayed timescale than neurons in across-day memory stabilization process (Figure-1 ). Following FC, astrocytes shift from rapid cAMP responses to a delayed activation pattern through distinct transcriptional states marked by Adrb1 upregulation. This prime state heightens astrocytic responsiveness during subsequent recall, driving Fos and Igfbp2 expressions to stabilize memory. Importantly, perturbing astrocytic ensembles selectively interfere with subsequent but not initial FR, distinguishing astrocytes from typical neuronal engrams. Rather than being a passive support role, astrocytes provide a slow, permissive modulatory trace that may complement fast neuronal activity and preserve memory integrity over extended timescales. Alternatively, this study also holds significant promises for the advancement of artificial intelligence, particularly in neuromorphic computing, which mimics artificial neural networks 7. Current computational architectures may neglect the indispensable role of astrocytes in valence selection and neuronal dynamics modulation. A deeper understanding of neuron-astrocyte circuity model may unlock the potential in designing efficient biologically grounded logic algorithms and eliminating neural redundancy in artificial networks.Methodologically, this work advances an effective brain-wide Fos-based tagging strategy that leverages experience-dependent astrocytic transcriptional states, which directly overcomes long-standing challenges posed by astrocyte heterogeneity and bulk perturbation strategies, enabling functional mapping of astrocyte-relevant circuits. Beyond these immediate applications, the study carries profound broader implications. It challenges the conventional neuron-centric engram concept by positioning astrocytes as active mediators in memory stabilization. Furthermore, it provides a mechanistic template for how salient experiences are prioritized through cellular priming followed by NA-driven neuron-astrocyte convergence. Looking forward, several key avenues merge. First, earlier spatial transcriptomic work indicates thatIgfbp2 is likely one of several astrocytic genes involved in long‑term memory5. Future studies should define a broader molecular repertoire. Second, extending these analyses to other mnemonic stages, such as extinction or retrieval of memory at longer intervals (e.g.,7, 14, or 28 days), will clarify whether astrocytic ensembles or other cellular substrates contribute to long-term memory maintenance and fully elucidate neuron-astrocyte synergy. Third, this field has primarily focused on negative valence, leaving the astrocytic mechanisms underlying positive events, such as reward, comparatively less explored. Fourth, applying these methodologies to animal models of other neuropsychiatric disorders, including depression, stroke or epilepsy could yield novel astrocytic-centric pathophysiological insights. Lastly, while current findings are established under laboratory settings, extending this work into pathological conditions will be crucial for translating mechanistic insights into therapeutic relevance.Collectively, these findings provide strong evidence that deciphering the biochemical profiles of astrocyte-BAEs induced by salient experiences to include a glial modulatory aspect that extends timescales and shapes circuit stability. Thus, this could open new avenues targeting NA-astrocyte system for the treatment of neuropsychiatric disorders such as Alzheimer’s disease and post-traumatic stress disorder.