Abstract
The brain is a highly adaptable organ that is molded by experience throughout life. Although the field of neuroscience has historically focused on intrinsic neuronal mechanisms of plasticity, there is growing evidence that multiple glial populations regulate the timing and extent of neuronal plasticity, particularly over the course of development. This review highlights recent discoveries on the role of glial cells in the establishment of cortical circuits and the regulation of experience-dependent neuronal plasticity during critical periods of neurodevelopment. These studies provide strong evidence that neuronal circuit maturation and plasticity are non-cell autonomous processes that require both glial–neuronal and glial–glial cross talk to proceed. We conclude by discussing open questions that will continue to guide research in this nascent field.
Keywords: astrocytes, critical periods, glia, microglia, neurodevelopment, neuronal plasticity, oligodendrocytes
Introduction
The complex architecture of the mature brain is achieved through activity-dependent remodeling of brain circuitry, which is enhanced during specific “critical periods” of development (Katz and Shatz, 1996; Hua and Smith, 2004; Holtmaat and Svoboda, 2009). “Critical periods” or “critical windows” were first described over a century ago (Stockard, 1921) as particular times when biological systems display heightened sensitivity to experience. A key feature of critical periods is that structural changes become consolidated and are essentially irreversible, representing a more extreme version of “sensitive periods” for systems in which plasticity is transiently increased but is retained into adulthood (Hensch, 2004; Knudsen, 2004).
There is a large diversity of critical periods across brain development. Within a given brain region, there often exist multiple, successive critical periods for each stage of development, the timing of which differs between brain regions (Dow-Edwards et al., 2019; Reh et al., 2020). A well-studied example is ocular dominance plasticity (ODP; Wiesel and Hubel, 1963; Gordon and Stryker, 1996; B-S. Wang et al., 2010), in which loss of visual stimulus to one eye (i.e., monocular deprivation) leads to reduced responses to visual inputs from that eye even after vision is restored. ODP peaks during the critical period, ∼4 weeks of age in rodents, and decreases significantly in adulthood (Lehmann and Löwel, 2008). Similar types of critical periods for other sensory modalities and higher-order brain areas have also been described (Hensch, 2005; Erzurumlu and Gaspar, 2012; Persic et al., 2020).
Critical periods represent an important therapeutic target, offering potential for intervention in neurodevelopmental disorders such as autism spectrum disorder and schizophrenia (LeBlanc and Fagiolini, 2011; Ben-Ari, 2015; Exposito-Alonso and Rico, 2022) or improved recovery after traumatic brain and spinal cord injuries (Soleman et al., 2013; Nahmani and Turrigiano, 2014; Sánchez-Ventura et al., 2022). Indeed, there is evidence that critical periods can be reinstated in mature circuits by targeting mechanisms involved in critical period closure (Hensch, 2005; Marín, 2016; Heimler and Amedi, 2020), offering a therapeutic window for treatment.
The molecular mechanisms underlying critical periods include neuron-intrinsic factors as well as neuron-glia interactions (Starkey et al., 2023). Glial cells are the non-neuronal cells of the brain, including astrocytes, microglia, oligodendrocytes, and oligodendrocyte precursor cells (OPCs). Together, they make up roughly half of the cells in the human brain (von Bartheld et al., 2016). While recognizing the vast literature on neuron-intrinsic mechanisms, which has been extensively reviewed previously (Hensch, 2005; Hooks and Chen, 2007; Erzurumlu and Gaspar, 2012), this review will focus specifically on mechanisms involving glial cells. We discuss the role of glial cells both in the establishment of neural circuits during critical periods and in the timing of critical periods in the brain. We further highlight several recent studies that provide new insight into this emerging area of research.
Glial Control of Synapse Dynamics in Cortical Development
Astrocytes
The precise formation of synaptic connections is essential for proper establishment of neuronal circuits and cognitive function throughout life (Batool et al., 2019). In the rodent cortex, synapses form during the first postnatal month starting at Postnatal Days (P) 5–7, mature at P14, undergo pruning, and stabilize toward P28 (Farhy-Tselnicker and Allen, 2018; Farhy-Tselnicker et al., 2021). Cortical synaptogenesis is shaped by numerous mechanisms (Cohen-Cory, 2002; Andreae and Burrone, 2018), including sensory experiences such as the onset of patterned vision after eye-opening or whisker stimulation (Colonnese et al., 2010; Tatti et al., 2017; van der Bourg et al., 2017); changes in neuronal activity (Hooks and Chen, 2007; Espinosa and Stryker, 2012; Ackman et al., 2014; Ishikawa et al., 2014; Babij and De Marco Garcia, 2016); and regulation by non-neuronal cells including astrocytes, which together with neurons form the tripartite synapse (Araque et al., 1999; Allen and Eroglu, 2017; Farhy-Tselnicker and Allen, 2018).
Although neurogenesis precedes astrogenesis, synapses form only after astrocytes are generated, and the peak in synapse maturation at ∼P14 coincides with a peak in astrocytic morphogenic and transcriptomic changes (Bushong et al., 2004; Stogsdill et al., 2017; Farhy-Tselnicker et al., 2021). Both inhibitory and excitatory neuronal activity (Morel et al., 2014; Farhy-Tselnicker et al., 2021; Cheng et al., 2023), as well as sensory experiences such as dark rearing (Müller, 1990; Majdan and Shatz, 2006; Stogsdill et al., 2017), can impact astrocyte maturation, thus influencing their ability to regulate synapses. For example, recent work has shown that visually evoked neuronal activity regulates astrocytic expression of synapse-regulating genes Glypican 4 (Gpc4), which promotes synapse formation by regulating AMPA receptor (AMPAR) subunit GluA1 (Allen et al., 2012; Farhy-Tselnicker et al., 2017), and Chordin like 1 (Chrdl1), which promotes synapse maturation by upregulating GluA2 AMPAR levels (Blanco-Suarez et al., 2018). Mice lacking glutamate release from thalamocortical projections due to knock-out of vesicular glutamate transporter (VGluT) 2 have increased mRNA levels of Gpc4 and decreased levels of Chrdl1 at P14 compared with wild-type controls (Farhy-Tselnicker et al., 2021). Moreover, VGluT2 knock-out mice exhibit increased GluA1 and reduced GluA2 protein levels at P14, suggesting delayed synapse maturation (Farhy-Tselnicker et al., 2021). Similarly, inhibitory neuronal activity promotes astrocyte morphogenesis through astrocytic GABAB receptor (GABABR)-mediated pathways (Cheng et al., 2023). Deletion of astrocytic GABABR results in decreased astrocytic morphological complexity and deficits in neuronal circuit function (Cheng et al., 2023). Taken together, these findings strongly suggest that astrocytes engage in bidirectional cross talk with neurons to ensure proper synapse formation; however, the molecular mechanisms underlying these processes are not yet fully understood.
A central mediator of astrocytic responses to neuronal activity or sensory inputs is intracellular calcium levels. Astrocytic calcium signals are highly complex, exhibiting age, brain region, and neuronal activity state-specific responses (Shigetomi et al., 2016; Chai et al., 2017; Adamsky et al., 2018; Lines et al., 2020; Kellner et al., 2021; Cahill et al., 2024), and blocking astrocytic calcium signals adversely affects neuronal circuit function and behavior (Srinivasan et al., 2016; Yu et al., 2018). One cellular pathway by which astrocytic calcium is elevated is through G-protein–coupled receptor–inositol triphosphate (IP3)-mediated release of calcium from endoplasmic reticulum (ER) stores (Mariotti et al., 2016; Sherwood et al., 2017; Guillot de Suduiraut et al., 2021). Mice lacking the astrocytic ER IP3 receptor Type 2 (IP3R2 KO) exhibit deficits in behaviors such as impaired sleep state transitions (Vaidyanathan et al., 2021), social interaction deficits and repetitive behaviors (Q. Wang et al., 2021), as well as abnormal functional connectivity as measured by resting-state functional magnetic resonance imaging (J. Liu et al., 2022; Shah et al., 2022) and deficient serotonin-driven synaptic plasticity (González-Arias et al., 2023). Notably, no differences are observed in anxiety levels, locomotor activity, and spatial navigation in IP3R2 KO mice (Petravicz et al., 2014; Q. Wang et al., 2021), further highlighting the context-dependent roles of astrocytic calcium signals. Collectively, these studies demonstrate the importance of astrocytic calcium activity for normal brain function. However, the relationship between astrocytic store-released calcium and astrocytic synapse regulation, particularly during development, remains unresolved.
In addition to being regulated by neuronal activity, the developmental expression patterns of astrocytic synapse-regulating genes (e.g., Gpc4, Chrdl1) and AMPAR subunits are both regulated by astrocytic store-released calcium and are altered in the visual cortex of IP3R2 KO mice (Farhy-Tselnicker et al., 2021). These mice also exhibit decreased levels of the presynaptic vesicular glutamate transporters VGlut1 and VGlut2 at P14 (Farhy-Tselnicker et al., 2021). These findings suggest a potential role of astrocytic store-released calcium in modulating excitatory synaptic transmission, which has important implications for circuit function and behavior. Future work will be needed to understand how neuronal activity is altered in IP3R2 KO mice and whether astrocyte morphogenesis may be an underlying mechanism.
To conclude, calcium dynamics are the hallmark of astrocyte activity (Shigetomi et al., 2016), yet the specific functions that these signals convey to mediate astrocyte responses are just beginning to be unraveled. Understanding how astrocytic store-released calcium signaling is linked to synapse formation and subsequent circuit function will elucidate the intricate relationship between neurons and astrocytes during normal development, providing important insight into how these interactions may be altered in disease.
Microglia
Microglia enter the brain at embryonic timepoints before the emergence of astrocytes and OPCs, and unlike astrocytes and OPCs, which are derived from neuroectoderm, microglia are tissue-resident macrophages derived from the embryonic yolk sac (Ginhoux et al., 2010). As the only cells in the brain parenchyma with immune origin, microglia have many immune functions and signaling pathways relevant for host defense that get “repurposed” to ensure proper brain development (Paolicelli et al., 2022). Indeed, there are now many studies demonstrating microglial influence on cortical circuit formation and refinement through both nonphagocytic and phagocytic mechanisms (Faust et al., 2021).
Nonphagocytic mechanisms of synaptic refinement by microglia most often involve the release of soluble factors that modulate circuit function. One such example is microglial brain-derived neurotrophic factor (BDNF), which induces spine formation and plasticity in motor cortex neurons during motor learning (Parkhurst et al., 2013). Microglia can also induce synapse formation via process contact with dendritic segments (Miyamoto et al., 2016) in the somatosensory cortex. In the retinogeniculate pathway, FN14 is upregulated on postsynaptic neurons during sensory experience and induces the expression of its ligand TWEAK (TNF-associated weak inducer of apoptosis) in microglia, decreasing spine numbers through a nonphagocytic mechanism (Cheadle et al., 2020). There are also studies demonstrating that microglial TNFα impacts synaptic transmission. For example, microglial TNFα suppresses glutamatergic synaptic strength in the nucleus accumbens and modulates behavioral sensitization to cocaine (Lewitus et al., 2016), and elevated TNFα levels caused by IRF8 loss in microglia lead to increased circuit instability and seizure susceptibility (Feinberg et al., 2022). Finally, microglia can directly detect, respond to, and control neuronal activity in the striatum via ATP and P2YR12 signaling (Badimon et al., 2020).
Microglia can also modulate synapse dynamics in the developing brain through activity-dependent phagocytosis of synaptic elements (Tremblay et al., 2010; Paolicelli et al., 2011; Schafer et al., 2012). Molecular studies, largely performed in transgenic knock-out mice, suggest that engulfment of synapses by microglia is mediated by “find me,” “eat me,” and “don't eat me” signaling pathways shared with the immune system. “Eat me” pathways include the complement system proteins C1q and C3 (Schafer et al., 2012), externalized phosphatidylserine (Scott-Hewitt et al., 2020), CX3CR1/CX3CL1 (Paolicelli et al., 2011; Gunner et al., 2019), IL-33 (Vainchtein et al., 2018; Nguyen et al., 2020; Han et al., 2022), TREM2 (Filipello et al., 2018), and CSF1 (Wohleb et al., 2018). In addition, ATP-P2YR12 is a “find me” pathway that has also been implicated in synapse elimination by microglia (Sipe et al., 2016). In contrast, the SIRPα/CD47 (Toth et al., 2013; Lehrman et al., 2018; Jiang et al., 2022) pathway is the only currently identified “don't eat me” pathway that regulates microglia-synapse interactions in the developing brain. A recent study suggests that astrocyte–synapse contact may be another such “don't eat me” contextual cue (Faust et al., 2024), though a specific molecular mechanism has not yet been identified. Important work remains to determine why each specific phagocytic mechanism is only used in certain contexts, when synapse removal is mediated by microglia versus astrocytes or OPCs, how these mechanisms interact with neuron-intrinsic mechanisms of synapse elimination, and how to precisely distinguish active forms of synaptic pruning versus inactive “debris clearance.”
The realization that there is not one universal signal that controls microglial synapse refinement in the brain came with the identification of these cues (“eat me” and/or “don't eat me” signals) that guide microglia to phagocytose-specific synapses. Instead, there appear to be context-specific signals that tag specific subsets of synapses for phagocytosis (or protection) by microglia in specific brain regions. A recent study suggests, however, that there may be a more general “don't eat me” signal that programs microglia to a less “synapse-hungry” state once cortical circuits have matured (Devlin et al., 2024). The existence of such a signal would prevent developmentally inappropriate overeating of synapses. The neuron-derived cytokine interleukin-34 (IL34) is a recently identified “don't eat me” signal that, likely at a more circuit-wide level than SIRPα/CD47, puts the brakes on microglial pruning of thalamocortical synapses in the developing anterior cingulate cortex (ACC; Devlin et al., 2024). IL34 is upregulated in cortical neurons and is increased by neuronal activity. Disruptions in IL34 signaling result in microglial overengulfment of synapses, while overexpression of IL34 before the critical window prevents necessary synaptic engulfment (Devlin et al., 2024). These data support the hypothesis that IL34 expression in neurons programs microglia toward a more mature, homeostatic, and neuroprotective state that maintains healthy, active synapses.
OPCs
OPCs are the progenitor pool for myelinating oligodendrocytes that are maintained from development and throughout adulthood. OPCs are distinct among other glial cell types as they receive direct synaptic innervation from neurons (Bergles et al., 2000) and express a plethora of postsynaptic proteins, including postsynaptic adhesion molecules and neurotransmitter receptors (Spitzer et al., 2019). Due to their expression and maintenance of these synaptic proteins and structures, OPCs can respond to synaptic activity via both the modulation of their membrane potential (Bergles et al., 2000) and through internal calcium signaling (Fiore et al., 2023; Lu et al., 2023; Li et al., 2024). Moreover, synaptic activity can influence OPC differentiation into myelinating oligodendrocytes. For example, stimulation of afferents via optogenetics (Gibson et al., 2014), forced motor tasks (Osso et al., 2021), or chemogenetic stimulation of calcium responses in OPCs themselves (Fiore et al., 2023; Li et al., 2024) can all increase de novo myelination of axonal fibers through OPC to oligodendrocyte differentiation. Furthermore, synaptic activity on OPCs predicts placement of myelin sheaths in zebrafish (Li et al., 2024). Therefore, neurons can stimulate the production of myelinating oligodendrocytes and downstream de novo myelination of axonal fibers via OPC responses to synaptic activity, and OPCs can then, in turn, affect signal transmission and plasticity (Li et al., 2024).
In addition to their capacity to influence myelination and thus axonal conductance and plasticity, the ability of OPCs to respond to the synaptic environment makes them promising candidates to participate in circuit development and modulation outside of oligodendrocyte production. In line with this, recent work has revealed that OPCs have noncanonical roles in coordinating neuronal circuit maturation. For example, OPCs are required for normal innervation and arborization of retinal ganglion cell (RGC) axons in the zebrafish optic tectum, a region populated by OPCs but largely devoid of oligodendrocytes (Xiao et al., 2022). Specifically, ablation of OPCs during the initial innervation of the optic tectum by RGCs [2 d post fertilization (dpf)] causes increased and inaccurate innervation patterns. Furthermore, ablation of OPCs after initial innervation has been established (7 dpf) decreases RGC remodeling and impairs behavioral responses to visual inputs, suggesting that OPCs aid in coordinating visual circuit development and maintenance (Xiao et al., 2022).
In agreement with data from zebrafish, OPCs in the mouse primary visual cortex can modulate thalamocortical innervation and potentially other synapses (Auguste et al., 2022; Buchanan et al., 2022). OPCs engulf neuronal axons and synaptic inputs in the primary visual cortex, which then get shuttled into phagolysosomes (Auguste et al., 2022; Buchanan et al., 2022). Furthermore, OPCs increase their engulfment of synapses during sensory experience-dependent synaptic refinement, a period of heightened plasticity that occurs from P20 to P30 (Auguste et al., 2022). Intriguingly, OPCs’ increased engulfment of synapses required the presence of microglia, suggesting that glial–glial cross talk may coordinate downstream OPC-mediated modulation of visual neural circuits. The phagocytic capacity of OPCs may also be preserved in humans, as human-induced OPCs are capable of engulfing synaptosomes as well as presynaptic inputs in an organoid model of fetal development (Gkogka et al., 2023). Taken together, these results demonstrate that OPCs can participate in the refinement of neural circuits through the modulation of axonal arborization, as well as through the phagocytosis of axonal and synaptic structures.
Glial Control of Critical Periods for Experience-Dependent Neuronal Plasticity
Astrocytes
Astrocyte maturation and function are critical for the proper wiring of neural circuits. Recent evidence has shown that astrocyte signaling drives critical period closure in multiple developing circuits (Ackerman et al., 2021; Ribot et al., 2021; Martínez-Gallego et al., 2022). In the developing Drosophila motor circuit, motor neurons exhibit heightened activity-dependent remodeling during late embryogenesis. Throughout the critical period, astrocytic neuroligins interact with neuronal neurexins to stabilize dendritic microtubules and reduce dendritic plasticity (Ackerman et al., 2021). Knockdown of Neurexin 1 (Nrx1) and Neuroligin 2 (Nlg2) extends a motor critical period, while overexpression precociously closes it. These findings demonstrate that Nlg2-Nrx1 signaling regulates critical period timing and that disruptions in Nlg2 and Nrx1 expression lead to lasting activity-dependent changes in motor circuit architecture, dendrite plasticity, and motor function.
Astrocytes also contribute to experience-dependent plasticity during visual system development (Ribot et al., 2021). Transplantation of immature astrocytes into the mature visual cortex enhances ODP, indicating that mature and immature astrocytes have distinct plasticity-promoting or restricting properties (Ribot et al., 2021). Indeed, knockdown of astrocytic connexin 30, which normally is upregulated in mature astrocytes, recapitulates the effect of immature astrocyte transplantation into the adult brain. Through atypical signaling, connexin 30 downregulates the RhoA-matrix metalloproteinase 9 pathway, leading to reduced levels of extracellular matrix (ECM)-degrading enzyme MMP9, maturation of perineuronal nets (PNNs) around inhibitory neurons, and critical period closure.
In addition to studies demonstrating the role of astrocytes in functionally closing critical periods, astrocyte signaling has also been implicated in developmental changes in spike timing-dependent plasticity (Martínez-Gallego et al., 2022). In the somatosensory cortex of mice, astrocytic release of adenosine promotes the transition from spike timing-dependent long–term depression to long-term potentiation (LTP). This astrocyte-mediated transition to LTP is believed to mark the end of synaptic plasticity in the somatosensory cortex.
Astrocytes may use a core set of mechanisms to close critical periods across distinct circuit types. In the visual cortex, critical period timing is regulated by astrocytic modulation of ECM degradation (Ribot et al., 2021). Interestingly, astrocyte-derived ECM cues are also essential for closure of the Drosophila motor critical period (Ackerman et al., 2021). These findings demonstrate that astrocytes are highly involved in critical period closure and play an important role in regulating activity-dependent changes in neural circuit plasticity across multiple brain regions.
Microglia
Although it is generally accepted that microglia regulate the formation and refinement of synaptic circuits during critical windows of development, an explicit role of microglia in the timing and closure of developmental critical windows has not been extensively explored. However, microglia regulate a number of cellular/molecular substrates strongly linked to the closure of critical periods.
One important substrate involved in the timing of critical periods is the ECM and, in particular, the establishment of PNNs (Fawcett et al., 2019; Reh et al., 2020; Carulli and Verhaagen, 2021). Multiple studies have demonstrated that removal of PNNs and/or their components is sufficient to reopen critical windows (Pizzorusso et al., 2002; Lensjø et al., 2017; Rowlands et al., 2018; Boggio et al., 2019). Emerging evidence suggests that microglia are key regulators of ECM composition. Mice that undergo microglial depletion by CSF1R inhibitors have increased numbers of PNNs in the cortex and hippocampus, which recover with adult microglial repopulation (Strackeljan et al., 2021; Y-J. Liu et al., 2021). In addition, in models of Huntington's disease (Crapser et al., 2020a), Alzheimer's disease (Crapser et al., 2020b), and CSF1R-related leukoencephalopathy (Arreola et al., 2021), depletion of microglia prevents loss of PNNs in the brain. Microglial remodeling of ECM can occur both through the secretion of MMPs that degrade ECM and direct phagocytosis of ECM components. In conditions of inflammation, microglia increase expression of MMPs (Könnecke and Bechmann, 2013), and inverse correlations have been observed in vivo between expression levels of microglial MMPs and the density of PNNs (Pantazopoulos et al., 2020). In other circumstances, both upregulation of MMPs and microglial engulfment of ECM have been observed. For example, repeated ketamine administration and 60 Hz light stimulation induce both upregulation of MMP9 in microglia and engulfment of ECM, leading to loss of PNNs in the cortex (Venturino et al., 2021). Microglia also phagocytose ECM in the spinal cord after spinal nerve injury, leading to degradation of PNNs which promotes pain (Tansley et al., 2022). In addition to removal of PNNs surrounding cell bodies, microglia engulf ECM surrounding synapses in the adult hippocampus, which facilitates spine plasticity and memory consolidation (Nguyen et al., 2020). Of note, this form of ECM engulfment is induced by IL-33 secreted by astrocytes, which implicates astrocyte–microglial cross talk in this process.
Another potential role of microglia in regulating the timing of critical windows is via signaling to astrocytes during development (Faust et al., 2024). In the neonate somatosensory cortex, sensory deprivation via whisker lesioning induces microglia to release Wnts, which activate Wnt signaling in astrocytes and reduces astrocyte–synapse contact. This microglia–astrocyte Wnt cross talk is required for activity-dependent synapse remodeling in the somatosensory cortex, which involves engulfment and removal of synapses by microglia. Given the role of astrocyte–synapse interactions in regulating critical period closure, these findings suggest the intriguing possibility that microglia could regulate the timing of critical windows of plasticity through molecular cross talk with astrocytes.
Oligodendrocytes and myelin
The concept of myelination acting as a brake on neuronal plasticity has been around for a long time (Hensch, 2005). The region-specific timing of developmental oligodendrogenesis and myelination tracks closely with a period of circuit refinement and synaptic pruning in those regions (Dow-Edwards et al., 2019). In addition, molecules enriched in myelin sheaths are frequently inhibitory for neurite outgrowth in the context of injury and neuronal regeneration (Geoffroy and Zheng, 2014). The membrane protein Nogo is one such example, being enriched in myelin sheaths, functionally inhibitory for axon regeneration following central nervous system injury (Schwab, 2010), and capable of influencing dendritic and synaptic morphology (Zemmar et al., 2018). An early study reported that global knock-out of Nogo or its receptors in mice leads to the persistence of critical period-like plasticity in the adult visual cortex (McGee et al., 2005). Specifically, in these global knock-out mice, a brief period of monocular deprivation is sufficient to cause a shift in ocular dominance of visual cortex neurons from the contralateral deprived eye to the ipsilateral nondeprived eye—a functional adaptation that is prominent during the critical period but much more limited in the adult cortex of control animals (Gordon and Stryker, 1996). This seminal observation raised the intriguing possibility that progression of myelination during development may functionally terminate the critical period for ODP, as an increase in myelin sheaths in the visual cortex would also increase the abundance of Nogo. However, given that all major cell types in the brain express both Nogo and its receptor (Zhang et al., 2014), it is unclear from this study whether the effects of Nogo deletion can be attributed to oligodendrocytes and/or myelin itself. Furthermore, Nogo is only one of many molecules enriched in myelin that could signal to other cell types in the developing circuit (Xin and Chan, 2020).
To directly test the role of oligodendrocyte maturation and myelination in regulating visual cortex plasticity, a recent study halted the progression of oligodendrogenesis and myelination during the critical period by conditionally deleting Myrf, a transcription factor required for oligodendrocyte differentiation and myelination (Emery et al., 2009), from OPCs (Myrf cKO; Xin et al., 2024). Mice lacking adolescent oligodendrogenesis exhibit a sparse, patchy pattern of myelination and significantly reduced visually evoked responses in the adult visual cortex. Following monocular deprivation, adult control mice maintain stable visual cortex responses to the deprived eye, whereas adult Myrf cKO mice exhibit a significant reduction in deprived eye responses, reminiscent of the functional plasticity typically restricted to the critical period (Sawtell et al., 2003). At the cellular level, adult Myrf cKO mice have fewer dendritic spines and greater spine turnover in visual cortex pyramidal neurons, indicating a baseline level of enhanced structural plasticity. Monocular deprivation induces spatially coordinated decreases in the spine size in Myrf cKO, but not control, mice, providing a potential structural basis for the reduction in functional visual cortex responses observed only in Myrf cKO mice.
At the circuit level, oligodendrocytes myelinate both excitatory neurons and, crucially, a large percentage of parvalbumin-expressing interneurons in the visual cortex (Micheva et al., 2016). Maturation of inhibition is essential for visual cortex critical period opening and closure (Fagiolini and Hensch, 2000; Hensch, 2005). Although parvalbumin neuron density is unaltered in Myrf cKO mice, inhibitory synaptic transmission is strongly reduced (Xin et al., 2024). Thus, disrupted inhibitory transmission may be the circuit basis for enhanced plasticity in the absence of adolescent oligodendrogenesis and myelination. Altogether, these results demonstrate a critical role for oligodendrocytes and myelin in regulating both structural and functional neuronal plasticity within the mammalian cortex. Follow-up studies will elucidate the extent to which this increase in experience-dependent plasticity impacts other cortical regions and related behaviors.
Conclusion
Recent work has uncovered multifaceted roles of all major glial cell types in regulating both the maturation and plasticity of neuronal circuits. There is ample evidence that astrocytes and microglia participate in the formation, maturation, and pruning of synapses (Bosworth and Allen, 2017; Farhy-Tselnicker et al., 2017, 2021; Blanco-Suarez et al., 2018) over the course of development, and emerging work is beginning to implicate OPCs (Auguste et al., 2022; Buchanan et al., 2022) and oligodendrocytes (Zemmar et al., 2018; Xin et al., 2024) in synapse stabilization and pruning as well (Fig. 1). Beyond the synapse, dendrite and axon arborization are also regulated by astrocytes (Ackerman et al., 2021), oligodendrocytes (Zemmar et al., 2018), and OPCs (Xiao et al., 2022). Taken together, these studies clearly demonstrate that proper circuit maturation is a non-cell autonomous process that requires not only glial–neuronal cross talk but also glial–glial cross talk.
Figure 1.
Glial control of synapse dynamics in cortical development. Schematic of a subset of synapse-related glia–neuron interactions that occur during cortical circuit maturation. Astrocytes release various signaling molecules to regulate synapse formation and maturation [e.g., expression of pre- and postsynaptic elements like VGluTs and ionotropic glutamate receptors (AMPARs)], which require elevations in astrocyte intracellular calcium (Ca2+) gated by the ER-associated calcium channel IP3R2 (see main text for additional examples). Microglia interact with pre- and postsynaptic elements to promote synapse formation/removal, via engulfment of synaptic material as well as release of various soluble signaling molecules (e.g., BDNF). Microglia also respond to cues released by neurons that regulate the extent of engulfment (e.g., IL34). OPCs can regulate axon arborization and engulf presynaptic elements, the extent to which is regulated by the presence of microglia.
Intriguingly, the extent to which these cellular interactions occur frequently appears to be modulated by external experiences and/or neuronal activity (Gunner et al., 2019; Auguste et al., 2022; Block et al., 2022; Devlin et al., 2024). Therefore, it is not entirely surprising that glial cells play crucial roles in either permitting or restricting experience-dependent neuronal plasticity across development (Fig. 2). Loss-of-function studies have established that proper astrocyte (Ribot et al., 2021) and oligodendrocyte maturation (Xin et al., 2024) are required for limiting neuronal plasticity in cortical circuits beyond a critical developmental window. Though less direct, it is also plausible that microglia can regulate the timing of critical periods via deposition or degradation of ECM components (Nguyen et al., 2020; Gray et al., 2024), regulation of neuronal activity via purinergic signaling (Sipe et al., 2016; Badimon et al., 2020), regulation of astrocyte–synapse interactions (Faust et al., 2024), or direct interactions with excitatory and inhibitory synapses (Gunner et al., 2019; Favuzzi et al., 2021).
Figure 2.
Glial control of critical periods for experience-dependent neuronal plasticity. Schematic of glia–neuron interactions that can influence the timing of critical periods for neuronal plasticity. Astrocyte maturation, and specifically the expression of Cx30, regulates activity of the ECM-degrading enzyme MMP9 via RhoA activation to promote ECM stabilization and interneuron maturation. Astrocytes also enhance dendritic stability by regulating microtubules via neuroligin/neurexin signaling, as well as promote the switch from spike timing-dependent long–term depression to spike timing-dependent long-term potentiation during postnatal development via adenosine signaling. Oligodendrocyte maturation and myelination during adolescence modulate dendritic spine stability, cortical responsiveness to sensory stimuli, and cortical inhibitory synaptic transmission. Microglia regulate PNNs via both deposition and degradation of PNN components, as well as engulf ECM surrounding synapses. Furthermore, there is evidence for astrocyte-to-microglia signaling through IL-33, which influences synaptic ECM engulfment, as well as microglia-to-astrocyte signaling through Wnts during development to influence astrocyte contacts with synapses.
An important future direction will be to determine whether these multicellular processes act in series or in parallel to influence neuronal plasticity and how the maturation of one glial cell type affects the function of another. It is worth noting that many of the highlighted manipulations in different glial cells converge onto the same neurons or neuron-related compartments, including synapses, interneurons, and their associated ECM/PNNs. This convergence implies that different populations of glial cells must act in concert to regulate the same neuronal substrates to favor either stability or plasticity. In this review, we highlighted several recent studies demonstrating glial–glial cross talk in the context of experience-induced synaptic plasticity, including the modulation of OPC-mediated synapse engulfment by microglia in the visual cortex (Auguste et al., 2022) and the regulation of astrocyte–synapse interactions by microglia-derived Wnts in the somatosensory cortex (Faust et al., 2024). However, many other glial–glial interactions may be involved in the process of circuit refinement and experience-dependent plasticity [see Faust et al. (2021) and Raiders et al. (2021) for more comprehensive discussions of mechanisms and signaling implicated in glial-mediated engulfment of synapses]. A more holistic consideration of all cell types in a developing circuit will be required to advance our understanding of cortical maturation and plasticity, as well as illuminate novel, feasible avenues for intervention in the context of neurodevelopmental disorders and regenerative medicine.
References
- Ackerman SD, Perez-Catalan NA, Freeman MR, Doe CQ (2021) Astrocytes close a motor circuit critical period. Nature 592:414–420. 10.1038/s41586-021-03441-2 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ackman JB, Zeng H, Crair MC (2014) Structured dynamics of neural activity across developing neocortex. 012237. Available at: https://www.biorxiv.org/content/10.1101/012237v1 [Accessed June 17, 2024].
- Adamsky A, et al. (2018) Astrocytic activation generates de novo neuronal potentiation and memory enhancement. Cell 174:59–71.e14. 10.1016/j.cell.2018.05.002 [DOI] [PubMed] [Google Scholar]
- Allen NJ, Bennett ML, Foo LC, Wang GX, Chakraborty C, Smith SJ, Barres BA (2012) Astrocyte glypicans 4 and 6 promote formation of excitatory synapses via GluA1 AMPA receptors. Nature 486:410–414. 10.1038/nature11059 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Allen NJ, Eroglu C (2017) Cell biology of astrocyte-synapse interactions. Neuron 96:697–708. 10.1016/j.neuron.2017.09.056 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Andreae LC, Burrone J (2018) The role of spontaneous neurotransmission in synapse and circuit development. J Neurosci Res 96:354–359. 10.1002/jnr.24154 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Araque A, Parpura V, Sanzgiri RP, Haydon PG (1999) Tripartite synapses: glia, the unacknowledged partner. Trends Neurosci 22:208–215. 10.1016/S0166-2236(98)01349-6 [DOI] [PubMed] [Google Scholar]
- Arreola MA, Soni N, Crapser JD, Hohsfield LA, Elmore MRP, Matheos DP, Wood MA, Swarup V, Mortazavi A, Green KN (2021) Microglial dyshomeostasis drives perineuronal net and synaptic loss in a CSF1R+/− mouse model of ALSP, which can be rescued via CSF1R inhibitors. Sci Adv 7:eabg1601. 10.1126/sciadv.abg1601 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Auguste YSS, et al. (2022) Oligodendrocyte precursor cells engulf synapses during circuit remodeling in mice. Nat Neurosci 25:1273–1278. 10.1038/s41593-022-01170-x [DOI] [PMC free article] [PubMed] [Google Scholar]
- Babij R, De Marco Garcia N (2016) Neuronal activity controls the development of interneurons in the somatosensory cortex. Front Biol 11:459–470. 10.1007/s11515-016-1427-x [DOI] [PMC free article] [PubMed] [Google Scholar]
- Badimon A, et al. (2020) Negative feedback control of neuronal activity by microglia. Nature 586:417–423. 10.1038/s41586-020-2777-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Batool S, Raza H, Zaidi J, Riaz S, Hasan S, Syed NI (2019) Synapse formation: from cellular and molecular mechanisms to neurodevelopmental and neurodegenerative disorders. J Neurophysiol 121:1381–1397. 10.1152/jn.00833.2018 [DOI] [PubMed] [Google Scholar]
- Ben-Ari Y (2015) Is birth a critical period in the pathogenesis of autism spectrum disorders? Nat Rev Neurosci 16:498–505. 10.1038/nrn3956 [DOI] [PubMed] [Google Scholar]
- Bergles DE, Roberts JDB, Somogyi P, Jahr CE (2000) Glutamatergic synapses on oligodendrocyte precursor cells in the hippocampus. Nature 405:187–191. 10.1038/35012083 [DOI] [PubMed] [Google Scholar]
- Blanco-Suarez E, Liu T-F, Kopelevich A, Allen NJ (2018) Astrocyte-secreted chordin like 1 drives synapse maturation and limits plasticity by increasing synaptic GluA2 AMPA receptors. Neuron 100:1116–1132.e13. 10.1016/j.neuron.2018.09.043 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Block CL, et al. (2022) Prenatal environmental stressors impair postnatal microglia function and adult behavior in males. Cell Rep 40:111161. 10.1016/j.celrep.2022.111161 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Boggio EM, et al. (2019) Inhibition of semaphorin3a promotes ocular dominance plasticity in the adult rat visual cortex. Mol Neurobiol 56:5987–5997. 10.1007/s12035-019-1499-0 [DOI] [PubMed] [Google Scholar]
- Bosworth AP, Allen NJ (2017) The diverse actions of astrocytes during synaptic development. Curr Opin Neurobiol 47:38–43. 10.1016/j.conb.2017.08.017 [DOI] [PubMed] [Google Scholar]
- Buchanan J, et al. (2022) Oligodendrocyte precursor cells ingest axons in the mouse neocortex. Proc Natl Acad Sci U S A 119:e2202580119. 10.1073/pnas.2202580119 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bushong EA, Martone ME, Ellisman MH (2004) Maturation of astrocyte morphology and the establishment of astrocyte domains during postnatal hippocampal development. Int J Dev Neurosci 22:73–86. 10.1016/j.ijdevneu.2003.12.008 [DOI] [PubMed] [Google Scholar]
- Cahill MK, Collard M, Tse V, Reitman ME, Etchenique R, Kirst C, Poskanzer KE (2024) Network-level encoding of local neurotransmitters in cortical astrocytes. Nature 629:146–153. 10.1038/s41586-024-07311-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Carulli D, Verhaagen J (2021) An extracellular perspective on CNS maturation: perineuronal nets and the control of plasticity. Int J Mol Sci 22:2434. 10.3390/ijms22052434 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chai H, et al. (2017) Neural circuit-specialized astrocytes: transcriptomic, proteomic, morphological, and functional evidence. Neuron 95:531–549.e9. 10.1016/j.neuron.2017.06.029 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cheadle L, Rivera SA, Phelps JS, Ennis KA, Stevens B, Burkly LC, Lee W-CA, Greenberg ME (2020) Sensory experience engages microglia to shape neural connectivity through a non-phagocytic mechanism. Neuron 108:451–468.e9. 10.1016/j.neuron.2020.08.002 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cheng Y-T, Luna-Figueroa E, Woo J, Chen H-C, Lee Z-F, Harmanci AS, Deneen B (2023) Inhibitory input directs astrocyte morphogenesis through glial GABABR. Nature 617:369–376. 10.1038/s41586-023-06010-x [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cohen-Cory S (2002) The developing synapse: construction and modulation of synaptic structures and circuits. Science 298:770–776. 10.1126/science.1075510 [DOI] [PubMed] [Google Scholar]
- Colonnese MT, Kaminska A, Minlebaev M, Milh M, Bloem B, Lescure S, Moriette G, Chiron C, Ben-Ari Y, Khazipov R (2010) A conserved switch in sensory processing prepares developing neocortex for vision. Neuron 67:480–498. 10.1016/j.neuron.2010.07.015 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Crapser JD, Ochaba J, Soni N, Reidling JC, Thompson LM, Green KN (2020a) Microglial depletion prevents extracellular matrix changes and striatal volume reduction in a model of Huntington’s disease. Brain 143:266–288. 10.1093/brain/awz363 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Crapser JD, Spangenberg EE, Barahona RA, Arreola MA, Hohsfield LA, Green KN (2020b) Microglia facilitate loss of perineuronal nets in the Alzheimer’s disease brain. EBioMedicine 58:102919. 10.1016/j.ebiom.2020.102919 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Devlin BA, et al. (2024) Neuron derived cytokine interleukin-34 controls developmental microglia function. bioRxiv 2024.05.10.589920.
- Dow-Edwards D, MacMaster FP, Peterson BS, Niesink R, Andersen S, Braams BR (2019) Experience during adolescence shapes brain development: from synapses and networks to normal and pathological behavior. Neurotoxicol Teratol 76:106834. 10.1016/j.ntt.2019.106834 [DOI] [PubMed] [Google Scholar]
- Emery B, Agalliu D, Cahoy JD, Watkins TA, Dugas JC, Mulinyawe SB, Ibrahim A, Ligon KL, Rowitch DH, Barres BA (2009) Myelin gene regulatory factor is a critical transcriptional regulator required for CNS myelination. Cell 138:172–185. 10.1016/j.cell.2009.04.031 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Erzurumlu RS, Gaspar P (2012) Development and critical period plasticity of the barrel cortex. Eur J Neurosci 35:1540–1553. 10.1111/j.1460-9568.2012.08075.x [DOI] [PMC free article] [PubMed] [Google Scholar]
- Espinosa JS, Stryker MP (2012) Development and plasticity of the primary visual cortex. Neuron 75:230–249. 10.1016/j.neuron.2012.06.009 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Exposito-Alonso D, Rico B (2022) Mechanisms underlying circuit dysfunction in neurodevelopmental disorders. Annu Rev Genet 56:391–422. 10.1146/annurev-genet-072820-023642 [DOI] [PubMed] [Google Scholar]
- Fagiolini M, Hensch TK (2000) Inhibitory threshold for critical-period activation in primary visual cortex. Nature 404:183–186. 10.1038/35004582 [DOI] [PubMed] [Google Scholar]
- Farhy-Tselnicker I, Allen NJ (2018) Astrocytes, neurons, synapses: a tripartite view on cortical circuit development. Neural Dev 13:7. 10.1186/s13064-018-0104-y [DOI] [PMC free article] [PubMed] [Google Scholar]
- Farhy-Tselnicker I, Boisvert MM, Liu H, Dowling C, Erikson GA, Blanco-Suarez E, Farhy C, Shokhirev MN, Ecker JR, Allen NJ (2021) Activity-dependent modulation of synapse-regulating genes in astrocytes (Stevens B, Chen L, Stevens B, eds). Elife 10:e70514. 10.7554/eLife.70514 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Farhy-Tselnicker I, van Casteren ACM, Lee A, Chang VT, Aricescu AR, Allen NJ (2017) Astrocyte-secreted glypican 4 regulates release of neuronal pentraxin 1 from axons to induce functional synapse formation. Neuron 96:428–445.e13. 10.1016/j.neuron.2017.09.053 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Faust TE, Gunner G, Schafer DP (2021) Mechanisms governing activity-dependent synaptic pruning in the developing mammalian CNS. Nat Rev Neurosci 22:657–673. 10.1038/s41583-021-00507-y [DOI] [PMC free article] [PubMed] [Google Scholar]
- Faust TE, Lee Y-H, O’Connor CD, Boyle MA, Gunner G, Badimon A, Ayata P, Schaefer A, Schafer DP (2024) Microglia-astrocyte crosstalk regulates synapse remodeling via Wnt signaling. 2024.02.08.579178. Available at: https://www.biorxiv.org/content/10.1101/2024.02.08.579178v1 [Accessed June 17, 2024].
- Favuzzi E, et al. (2021) GABA-receptive microglia selectively sculpt developing inhibitory circuits. Cell 184:4048–4063.e32. 10.1016/j.cell.2021.06.018 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fawcett JW, Oohashi T, Pizzorusso T (2019) The roles of perineuronal nets and the perinodal extracellular matrix in neuronal function. Nat Rev Neurosci 20:451–465. 10.1038/s41583-019-0196-3 [DOI] [PubMed] [Google Scholar]
- Feinberg PA, Becker SC, Chung L, Ferrari L, Stellwagen D, Anaclet C, Durán-Laforet V, Faust TE, Sumbria RK, Schafer DP (2022) Elevated TNF-α leads to neural circuit instability in the absence of interferon regulatory factor 8. J Neurosci 42:6171–6185. 10.1523/JNEUROSCI.0601-22.2022 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Filipello F, et al. (2018) The microglial innate immune receptor TREM2 is required for synapse elimination and normal brain connectivity. Immunity 48:979–991.e8. 10.1016/j.immuni.2018.04.016 [DOI] [PubMed] [Google Scholar]
- Fiore F, Alhalaseh K, Dereddi RR, Bodaleo Torres F, Çoban I, Harb A, Agarwal A (2023) Norepinephrine regulates calcium signals and fate of oligodendrocyte precursor cells in the mouse cerebral cortex. Nat Commun 14:8122. 10.1038/s41467-023-43920-w [DOI] [PMC free article] [PubMed] [Google Scholar]
- Geoffroy CG, Zheng B (2014) Myelin-associated inhibitors in axonal growth after CNS injury. Curr Opin Neurobiol 27:31–38. 10.1016/j.conb.2014.02.012 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gibson EM, et al. (2014) Neuronal activity promotes oligodendrogenesis and adaptive myelination in the mammalian brain. Science 344:1252304. 10.1126/science.1252304 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ginhoux F, et al. (2010) Fate mapping analysis reveals that adult microglia derive from primitive macrophages. Science 330:841–845. 10.1126/science.1194637 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gkogka A, Malwade S, Koskuvi M, Bose R, Ceccatelli S, Koistinaho J, Tiihonen J, Schalling M, Samudyata , Sellgren CM (2023) Oligodendrocyte precursor cells engulf synapses in a model of the developing human forebrain. 2023.09.04.556176. Available at: https://www.biorxiv.org/content/10.1101/2023.09.04.556176v1 [Accessed June 4, 2024].
- González-Arias C, Sánchez-Ruiz A, Esparza J, Sánchez-Puelles C, Arancibia L, Ramírez-Franco J, Gobbo D, Kirchhoff F, Perea G (2023) Dysfunctional serotonergic neuron-astrocyte signaling in depressive-like states. Mol Psychiatry 28:3856–3873. 10.1038/s41380-023-02269-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gordon JA, Stryker MP (1996) Experience-dependent plasticity of binocular responses in the primary visual cortex of the mouse. J Neurosci 16:3274–3286. 10.1523/JNEUROSCI.16-10-03274.1996 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gray DT, Guitierrez A, Jami-Alahmadi Y, Pandey V, Pan L, Zhang Y, Wohlschlegel JA, Biase LMD (2024) Microglia promote extracellular matrix deposition and restrict excitatory synapse numbers in the mesolimbic dopamine system during healthy aging. 2024.01.04.574215. Available at: https://www.biorxiv.org/content/10.1101/2024.01.04.574215v1 [Accessed June 19, 2024].
- Guillot de Suduiraut I, Grosse J, Ramos-Fernández E, Sandi C, Hollis F (2021) Astrocytic release of ATP through type 2 inositol 1,4,5-trisphosphate receptor calcium signaling and social dominance behavior in mice. Eur J Neurosci 53:2973–2985. 10.1111/ejn.14892 [DOI] [PubMed] [Google Scholar]
- Gunner G, et al. (2019) Sensory lesioning induces microglial synapse elimination via ADAM10 and fractalkine signaling. Nat Neurosci 22:1075–1088. 10.1038/s41593-019-0419-y [DOI] [PMC free article] [PubMed] [Google Scholar]
- Han RT, et al. (2022) Microglial pattern recognition via IL-33 promotes synaptic refinement in developing corticothalamic circuits in mice. J Exp Med 220:e20220605. 10.1084/jem.20220605 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Heimler B, Amedi A (2020) Are critical periods reversible in the adult brain? Insights on cortical specializations based on sensory deprivation studies. Neurosci Biobehav Rev 116:494–507. 10.1016/j.neubiorev.2020.06.034 [DOI] [PubMed] [Google Scholar]
- Hensch TK (2004) Critical period regulation. Annu Rev Neurosci 27:549–579. 10.1146/annurev.neuro.27.070203.144327 [DOI] [PubMed] [Google Scholar]
- Hensch TK (2005) Critical period plasticity in local cortical circuits. Nat Rev Neurosci 6:877–888. 10.1038/nrn1787 [DOI] [PubMed] [Google Scholar]
- Holtmaat A, Svoboda K (2009) Experience-dependent structural synaptic plasticity in the mammalian brain. Nat Rev Neurosci 10:647–658. 10.1038/nrn2699 [DOI] [PubMed] [Google Scholar]
- Hooks BM, Chen C (2007) Critical periods in the visual system: changing views for a model of experience-dependent plasticity. Neuron 56:312–326. 10.1016/j.neuron.2007.10.003 [DOI] [PubMed] [Google Scholar]
- Hua JY, Smith SJ (2004) Neural activity and the dynamics of central nervous system development. Nat Neurosci 7:327–332. 10.1038/nn1218 [DOI] [PubMed] [Google Scholar]
- Ishikawa AW, Komatsu Y, Yoshimura Y (2014) Experience-dependent emergence of fine-scale networks in visual cortex. J Neurosci 34:12576–12586. 10.1523/JNEUROSCI.1346-14.2014 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Jiang D, Burger CA, Akhanov V, Liang JH, Mackin RD, Albrecht NE, Andrade P, Schafer DP, Samuel MA (2022) Neuronal signal-regulatory protein alpha drives microglial phagocytosis by limiting microglial interaction with CD47 in the retina. Immunity 55:2318–2335.e7. 10.1016/j.immuni.2022.10.018 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Katz LC, Shatz CJ (1996) Synaptic activity and the construction of cortical circuits. Science 274:1133–1138. 10.1126/science.274.5290.1133 [DOI] [PubMed] [Google Scholar]
- Kellner V, Kersbergen CJ, Li S, Babola TA, Saher G, Bergles DE (2021) Dual metabotropic glutamate receptor signaling enables coordination of astrocyte and neuron activity in developing sensory domains. Neuron 109:2545–2555.e7. 10.1016/j.neuron.2021.06.010 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Knudsen EI (2004) Sensitive periods in the development of the brain and behavior. J Cogn Neurosci 16:1412–1425. 10.1162/0898929042304796 [DOI] [PubMed] [Google Scholar]
- Könnecke H, Bechmann I (2013) The role of microglia and matrix metalloproteinases involvement in neuroinflammation and gliomas. J Immunol Res 2013:914104. 10.1155/2013/914104 [DOI] [PMC free article] [PubMed] [Google Scholar]
- LeBlanc JJ, Fagiolini M (2011) Autism: a “critical period” disorder? Neural Plast 2011:921680. 10.1155/2011/921680 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lehmann K, Löwel S (2008) Age-dependent ocular dominance plasticity in adult mice. PLoS One 3:e3120. 10.1371/journal.pone.0003120 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lehrman EK, et al. (2018) CD47 protects synapses from excess microglia-mediated pruning during development. Neuron 100:120–134.e6. 10.1016/j.neuron.2018.09.017 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lensjø KK, Lepperød ME, Dick G, Hafting T, Fyhn M (2017) Removal of perineuronal nets unlocks juvenile plasticity through network mechanisms of decreased inhibition and increased gamma activity. J Neurosci 37:1269–1283. 10.1523/JNEUROSCI.2504-16.2016 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lewitus GM, Konefal SC, Greenhalgh AD, Pribiag H, Augereau K, Stellwagen D (2016) Microglial TNFα suppresses cocaine-induced plasticity and behavioral sensitization. Neuron 90:483–491. 10.1016/j.neuron.2016.03.030 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li J, Miramontes TG, Czopka T, Monk KR (2024) Synaptic input and Ca2+ activity in zebrafish oligodendrocyte precursor cells contribute to myelin sheath formation. Nat Neurosci 27:219–231. 10.1038/s41593-023-01553-8 [DOI] [PubMed] [Google Scholar]
- Lines J, Martin ED, Kofuji P, Aguilar J, Araque A (2020) Astrocytes modulate sensory-evoked neuronal network activity. Nat Commun 11:3689. 10.1038/s41467-020-17536-3 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu J, et al. (2022) Astrocyte dysfunction drives abnormal resting-state functional connectivity in depression. Sci Adv 8:eabo2098. 10.1126/sciadv.abo2098 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liu Y-J, Spangenberg EE, Tang B, Holmes TC, Green KN, Xu X (2021) Microglia elimination increases neural circuit connectivity and activity in adult mouse cortex. J Neurosci 41:1274–1287. 10.1523/JNEUROSCI.2140-20.2020 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lu T-Y, Hanumaihgari P, Hsu ET, Agarwal A, Kawaguchi R, Calabresi PA, Bergles DE (2023) Norepinephrine modulates calcium dynamics in cortical oligodendrocyte precursor cells promoting proliferation during arousal in mice. Nat Neurosci 26:1739–1750. 10.1038/s41593-023-01426-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Majdan M, Shatz CJ (2006) Effects of visual experience on activity-dependent gene regulation in cortex. Nat Neurosci 9:650–659. 10.1038/nn1674 [DOI] [PubMed] [Google Scholar]
- Mariotti L, Losi G, Sessolo M, Marcon I, Carmignoto G (2016) The inhibitory neurotransmitter GABA evokes long-lasting Ca2+ oscillations in cortical astrocytes. Glia 64:363–373. 10.1002/glia.22933 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Marín O (2016) Developmental timing and critical windows for the treatment of psychiatric disorders. Nat Med 22:1229–1238. 10.1038/nm.4225 [DOI] [PubMed] [Google Scholar]
- Martínez-Gallego I, Pérez-Rodríguez M, Coatl-Cuaya H, Flores G, Rodríguez-Moreno A (2022) Adenosine and astrocytes determine the developmental dynamics of spike timing-dependent plasticity in the somatosensory cortex. J Neurosci 42:6038–6052. 10.1523/JNEUROSCI.0115-22.2022 [DOI] [PMC free article] [PubMed] [Google Scholar]
- McGee AW, Yang Y, Fischer QS, Daw NW, Strittmatter SM (2005) Experience-driven plasticity of visual cortex limited by myelin and Nogo receptor. Science 309:2222–2226. 10.1126/science.1114362 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Micheva KD, Wolman D, Mensh BD, Pax E, Buchanan J, Smith SJ, Bock DD (2016) A large fraction of neocortical myelin ensheathes axons of local inhibitory neurons (Slutsky I, ed). Elife 5:e15784. 10.7554/eLife.15784 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Miyamoto A, Wake H, Ishikawa AW, Eto K, Shibata K, Murakoshi H, Koizumi S, Moorhouse AJ, Yoshimura Y, Nabekura J (2016) Microglia contact induces synapse formation in developing somatosensory cortex. Nat Commun 7:12540. 10.1038/ncomms12540 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Morel L, Higashimori H, Tolman M, Yang Y (2014) VGluT1+ neuronal glutamatergic signaling regulates postnatal developmental maturation of cortical protoplasmic astroglia. J Neurosci 34:10950–10962. 10.1523/JNEUROSCI.1167-14.2014 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Müller CM (1990) Dark-rearing retards the maturation of astrocytes in restricted layers of cat visual cortex. Glia 3:487–494. 10.1002/glia.440030607 [DOI] [PubMed] [Google Scholar]
- Nahmani M, Turrigiano GG (2014) Deprivation-induced strengthening of presynaptic and postsynaptic inhibitory transmission in layer 4 of visual cortex during the critical period. J Neurosci 34:2571–2582. 10.1523/JNEUROSCI.4600-13.2014 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nguyen PT, et al. (2020) Microglial remodeling of the extracellular matrix promotes synapse plasticity. Cell 182:388–403.e15. 10.1016/j.cell.2020.05.050 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Osso LA, Rankin KA, Chan JR (2021) Experience-dependent myelination following stress is mediated by the neuropeptide dynorphin. Neuron 109:3619–3632.e5. 10.1016/j.neuron.2021.08.015 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pantazopoulos H, et al. (2020) Circadian rhythms of perineuronal net composition. eNeuro 7:ENEURO.0034-19.2020. 10.1523/ENEURO.0034-19.2020 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Paolicelli RC, et al. (2011) Synaptic pruning by microglia is necessary for normal brain development. Science 333:1456–1458. 10.1126/science.1202529 [DOI] [PubMed] [Google Scholar]
- Paolicelli RC, et al. (2022) Microglia states and nomenclature: a field at its crossroads. Neuron 110:3458–3483. 10.1016/j.neuron.2022.10.020 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Parkhurst CN, Yang G, Ninan I, Savas JN, Yates JR, Lafaille JJ, Hempstead BL, Littman DR, Gan W-B (2013) Microglia promote learning-dependent synapse formation through brain-derived neurotrophic factor. Cell 155:1596–1609. 10.1016/j.cell.2013.11.030 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Persic D, Thomas ME, Pelekanos V, Ryugo DK, Takesian AE, Krumbholz K, Pyott SJ (2020) Regulation of auditory plasticity during critical periods and following hearing loss. Hear Res 397:107976. 10.1016/j.heares.2020.107976 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Petravicz J, Boyt KM, McCarthy KD (2014) Astrocyte IP3R2-dependent Ca2+ signaling is not a major modulator of neuronal pathways governing behavior. Front Behav Neurosci 8. 10.3389/fnbeh.2014.00384 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pizzorusso T, Medini P, Berardi N, Chierzi S, Fawcett JW, Maffei L (2002) Reactivation of ocular dominance plasticity in the adult visual cortex. Science 298:1248–1251. 10.1126/science.1072699 [DOI] [PubMed] [Google Scholar]
- Raiders S, Han T, Scott-Hewitt N, Kucenas S, Lew D, Logan MA, Singhvi A (2021) Engulfed by glia: glial pruning in development, function, and injury across species. J Neurosci 41:823–833. 10.1523/JNEUROSCI.1660-20.2020 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Reh RK, Dias BG, Nelson CA, Kaufer D, Werker JF, Kolb B, Levine JD, Hensch TK (2020) Critical period regulation across multiple timescales. Proc Natl Acad Sci U S A 117:23242–23251. 10.1073/pnas.1820836117 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ribot J, et al. (2021) Astrocytes close the mouse critical period for visual plasticity. Science 373:77–81. 10.1126/science.abf5273 [DOI] [PubMed] [Google Scholar]
- Rowlands D, Lensjø KK, Dinh T, Yang S, Andrews MR, Hafting T, Fyhn M, Fawcett JW, Dick G (2018) Aggrecan directs extracellular matrix-mediated neuronal plasticity. J Neurosci 38:10102–10113. 10.1523/JNEUROSCI.1122-18.2018 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sánchez-Ventura J, Lane MA, Udina E (2022) The role and modulation of spinal perineuronal nets in the healthy and injured spinal cord. Front Cell Neurosci 16. 10.3389/fncel.2022.893857 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sawtell NB, Frenkel MY, Philpot BD, Nakazawa K, Tonegawa S, Bear MF (2003) NMDA receptor-dependent ocular dominance plasticity in adult visual cortex. Neuron 38:977–985. 10.1016/S0896-6273(03)00323-4 [DOI] [PubMed] [Google Scholar]
- Schafer DP, Lehrman EK, Kautzman AG, Koyama R, Mardinly AR, Yamasaki R, Ransohoff RM, Greenberg ME, Barres BA, Stevens B (2012) Microglia sculpt postnatal neural circuits in an activity and complement-dependent manner. Neuron 74:691–705. 10.1016/j.neuron.2012.03.026 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schwab ME (2010) Functions of Nogo proteins and their receptors in the nervous system. Nat Rev Neurosci 11:799–811. 10.1038/nrn2936 [DOI] [PubMed] [Google Scholar]
- Scott-Hewitt N, et al. (2020) Local externalization of phosphatidylserine mediates developmental synaptic pruning by microglia. EMBO J 39:e105380. 10.15252/embj.2020105380 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shah D, et al. (2022) Astrocyte calcium dysfunction causes early network hyperactivity in Alzheimer’s disease. Cell Rep 40:111280. 10.1016/j.celrep.2022.111280 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sherwood MW, Arizono M, Hisatsune C, Bannai H, Ebisui E, Sherwood JL, Panatier A, Oliet SHR, Mikoshiba K (2017) Astrocytic IP3Rs: contribution to Ca2+ signalling and hippocampal LTP. Glia 65:502–513. 10.1002/glia.23107 [DOI] [PubMed] [Google Scholar]
- Shigetomi E, Patel S, Khakh BS (2016) Probing the complexities of astrocyte calcium signaling. Trends Cell Biol 26:300–312. 10.1016/j.tcb.2016.01.003 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sipe GO, Lowery RL, Tremblay M-È, Kelly EA, Lamantia CE, Majewska AK (2016) Microglial P2Y12 is necessary for synaptic plasticity in mouse visual cortex. Nat Commun 7:10905. 10.1038/ncomms10905 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Soleman S, Filippov MA, Dityatev A, Fawcett JW (2013) Targeting the neural extracellular matrix in neurological disorders. Neuroscience 253:194–213. 10.1016/j.neuroscience.2013.08.050 [DOI] [PubMed] [Google Scholar]
- Spitzer SO, Sitnikov S, Kamen Y, Evans KA, Kronenberg-Versteeg D, Dietmann S, de Faria O, Agathou S, Káradóttir RT (2019) Oligodendrocyte progenitor cells become regionally diverse and heterogeneous with age. Neuron 101:459–471.e5. 10.1016/j.neuron.2018.12.020 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Srinivasan R, Lu T-Y, Chai H, Xu J, Huang BS, Golshani P, Coppola G, Khakh BS (2016) New transgenic mouse lines for selectively targeting astrocytes and studying calcium signals in astrocyte processes in situ and in vivo. Neuron 92:1181–1195. 10.1016/j.neuron.2016.11.030 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Starkey J, Horstick EJ, Ackerman SD (2023) Glial regulation of critical period plasticity. Front Cell Neurosci 17. 10.3389/fncel.2023.1247335 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Stockard CR (1921) Developmental rate and structural expression: an experimental study of twins, ‘double monsters’ and single deformities, and the interaction among embryonic organs during their origin and development. Am J Anat 28:115–277. 10.1002/aja.1000280202 [DOI] [Google Scholar]
- Stogsdill JA, Ramirez J, Liu D, Kim YH, Baldwin KT, Enustun E, Ejikeme T, Ji R-R, Eroglu C (2017) Astrocytic neuroligins control astrocyte morphogenesis and synaptogenesis. Nature 551:192–197. 10.1038/nature24638 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Strackeljan L, Baczynska E, Cangalaya C, Baidoe-Ansah D, Wlodarczyk J, Kaushik R, Dityatev A (2021) Microglia depletion-induced remodeling of extracellular matrix and excitatory synapses in the hippocampus of adult mice. Cells 10:1862. 10.3390/cells10081862 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tansley S, et al. (2022) Microglia-mediated degradation of perineuronal nets promotes pain. Science 377:80–86. 10.1126/science.abl6773 [DOI] [PubMed] [Google Scholar]
- Tatti R, Swanson OK, Lee MSE, Maffei A (2017) Layer-specific developmental changes in excitation and inhibition in rat primary visual cortex. eNeuro 4. 10.1523/ENEURO.0402-17.2017 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Toth AB, Terauchi A, Zhang LY, Johnson-Venkatesh EM, Larsen DJ, Sutton MA, Umemori H (2013) Synapse maturation by activity-dependent ectodomain shedding of SIRPα. Nat Neurosci 16:1417–1425. 10.1038/nn.3516 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tremblay M-È, Lowery RL, Majewska AK (2010) Microglial interactions with synapses are modulated by visual experience. PLoS Biol 8:e1000527. 10.1371/journal.pbio.1000527 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vaidyanathan TV, Collard M, Yokoyama S, Reitman ME, Poskanzer KE (2021) Cortical astrocytes independently regulate sleep depth and duration via separate GPCR pathways (Stevens B, Colgin LL, eds). Elife 10:e63329. 10.7554/eLife.63329 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vainchtein ID, et al. (2018) Astrocyte-derived interleukin-33 promotes microglial synapse engulfment and neural circuit development. Science 359:1269–1273. 10.1126/science.aal3589 [DOI] [PMC free article] [PubMed] [Google Scholar]
- van der Bourg A, Yang J-W, Reyes-Puerta V, Laurenczy B, Wieckhorst M, Stüttgen MC, Luhmann HJ, Helmchen F (2017) Layer-Specific refinement of sensory coding in developing mouse barrel cortex. Cereb Cortex 27:4835–4850. 10.1093/cercor/bhw280 [DOI] [PubMed] [Google Scholar]
- Venturino A, et al. (2021) Microglia enable mature perineuronal nets disassembly upon anesthetic ketamine exposure or 60-Hz light entrainment in the healthy brain. Cell Rep 36:109313. 10.1016/j.celrep.2021.109313 [DOI] [PMC free article] [PubMed] [Google Scholar]
- von Bartheld CS, Bahney J, Herculano-Houzel S (2016) The search for true numbers of neurons and glial cells in the human brain: a review of 150 years of cell counting. J Comp Neurol 524:3865–3895. 10.1002/cne.24040 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang Q, et al. (2021) Impaired calcium signaling in astrocytes modulates autism spectrum disorder-like behaviors in mice. Nat Commun 12:3321. 10.1038/s41467-021-23843-0 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang B-S, Sarnaik R, Cang J (2010) Critical period plasticity matches binocular orientation preference in the visual cortex. Neuron 65:246–256. 10.1016/j.neuron.2010.01.002 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wiesel TN, Hubel DH (1963) Single-cell responses in striate cortex of kittens deprived of vision in one eye. J Neurophysiol 26:1003–1017. 10.1152/jn.1963.26.6.1003 [DOI] [PubMed] [Google Scholar]
- Wohleb ES, Terwilliger R, Duman CH, Duman RS (2018) Stress-induced neuronal colony stimulating factor 1 provokes microglia-mediated neuronal remodeling and depressive-like behavior. Biol Psychiatry 83:38–49. 10.1016/j.biopsych.2017.05.026 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xiao Y, Petrucco L, Hoodless LJ, Portugues R, Czopka T (2022) Oligodendrocyte precursor cells sculpt the visual system by regulating axonal remodeling. Nat Neurosci 25:280–284. 10.1038/s41593-022-01023-7 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xin W, Chan JR (2020) Myelin plasticity: sculpting circuits in learning and memory. Nat Rev Neurosci 21:682–694. 10.1038/s41583-020-00379-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Xin W, Kaneko M, Roth RH, Zhang A, Nocera S, Ding JB, Stryker MP, Chan JR (2024) Oligodendrocytes and myelin limit neuronal plasticity in visual cortex. Nature [in Press]. 10.1038/s41586-024-07853-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yu X, Taylor AMW, Nagai J, Golshani P, Evans CJ, Coppola G, Khakh BS (2018) Reducing astrocyte calcium signaling in vivo alters striatal microcircuits and causes repetitive behavior. Neuron 99:1170–1187.e9. 10.1016/j.neuron.2018.08.015 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zemmar A, Chen C-C, Weinmann O, Kast B, Vajda F, Bozeman J, Isaad N, Zuo Y, Schwab ME (2018) Oligodendrocyte- and neuron-specific Nogo-a restrict dendritic branching and spine density in the adult mouse motor cortex. Cereb Cortex 28:2109–2117. 10.1093/cercor/bhx116 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang Y, et al. (2014) An RNA-sequencing transcriptome and splicing database of glia, neurons, and vascular cells of the cerebral cortex. J Neurosci 34:11929–11947. 10.1523/JNEUROSCI.1860-14.2014 [DOI] [PMC free article] [PubMed] [Google Scholar]