Neurons use a variety of compounds as intercellular signaling agents, including amino acids, peptides, amines, purines, or gases. In addition to these messengers, however, it has been increasingly recognized that lipids also have important signaling functions in the nervous system. Indeed, lipids account for half of the brain by dry weight, serving a variety of structural, modulatory and signaling roles in both neurons and glial cells (Piomelli et al., 2007). A prominent lipid neuromodulatory system in the brain utilizes endocannabinoids (eCBs), a diverse group of endogenous lipids (arachidonic acid derivatives) that bind to cannabinoid receptors (Devane et al., 1992; Mechoulam et al., 1995; Sugiura et al., 1995). The principal receptor of endocannabinoids, the cannabinoid type-1 receptor (CB1), is a G-protein coupled receptor (GPCR) that is phylogenetically conserved across vertebrates and also present in some invertebrates (Elphick, 2012). Underlining its importance, the CB1 is the most abundant GPCR in the brain, with CB1 protein levels rivaling that of the ubiquitous GABA and glutamate receptors (Herkenham et al., 1990; Li et al., 2020). Widespread across central and peripheral regions, the eCB system is atypical compared to classical neurotransmitters in several ways: not only does it use lipids as messengers, but it also mediates retrograde transmission, from postsynaptic to the presynaptic compartments (Kreitzer and Regehr, 2001; Ohno-Shosaku et al., 2001; Wilson et al., 2001). In addition, in contrast to classical neurotransmitters such as glutamate and GABA that are released from vesicles, eCBs are synthesized “on-demand” from membrane-enriched precursors and are mobilized by mechanisms distinct from vesicle fusion (Marsicano et al., 2003; Piomelli, 2003). eCBs acting on CB1 are involved in regulating development, synaptic plasticity, and neuron-glial interactions (Chevaleyre et al., 2006; Harkany et al., 2006; Stella, 2004). While recent advances in super-resolution microscopy greatly accelerated our understanding of the molecular organization of transsynaptic macromolecular complexes that regulate glutamatergic neurotransmission and plasticity (Choquet and Hosy, 2020; Glebov et al., 2017, 2016; Nair et al., 2013; Tang et al., 2016; Willig and Barrantes, 2014), the precise molecular organization of the eCB system has remained considerably less understood in large part due to the unusual characteristics of lipid signaling.
How and where eCBs are liberated? How they cross the synaptic cleft? How is cannabinoid receptor distribution controlled, and how are the receptors coupled to their downstream targets? In this mini-review, we provide an overview of recent advances visualizing the nanoscale subcellular distribution and dynamics of molecular players of the endocannabinoid system, with a focus on CB1 receptors in the mouse hippocampus and discuss outstanding questions that can be approached using superresolution methods.
Nanoscale distribution of CB1 receptors
Seminal discoveries in molecular neuroanatomy and cellular neurophysiology revealed a now-canonical retrograde synaptic eCB system comprised of postsynaptic synthesizing enzymes, presynaptic receptors, and pre- or postsynaptic hydrolyzing enzymes (Fig. 1A) (Alger, 2002; Castillo et al., 2012; Freund et al., 2003; Kano et al., 2009; Katona and Freund, 2012; Mechoulam and Parker, 2011). The eCB system is involved in regulating numerous pathways across the peripheral and central nervous system. We will not attempt to summarize the vast literature on CB1 distribution in different regions, cell types and organelles, as excellent reviews are available on this topic by others (Hu and Mackie, 2015; Lu and Mackie, 2021). Briefly, CB1 expression has been reported in various regions from the spinal cord to the neocortex, with prominent expression in nociceptive fibers, the retina, olfactory blub, striatum, amygdala, hippocampus, prefrontal cortex, cerebellum, brainstem and hypothalamus. CB1Rs are present on various cell types including select excitatory (glutamatergic) and inhibitory (GABAergic) neurons, astrocytes, and potentially microglia and oligodendrocytes (Min and Nevian, 2012; Navarrete and Araque, 2008). Subcellularly, CB1 can be expressed in the neuronal plasmalemma either presynaptically (in axons and axon terminals) or postsynaptically (in somata and dendrites). As discussed in detail below, the possible functional role of presynaptic CB1 is in regulating neurotransmitter release, while postsynaptic CB1Rs may modulate neuronal excitability. CB1 is also found on intracellular membranes, most prominently mitochondria, where it may play a role in regulating energy homeostasis and ultimately synaptic transmission (Bénard et al., 2012; Busquets-Garcia et al., 2018). Finally, CB1 is highly expressed in the developing brain, where it plays a role in axonal growth and pathfinding (Keimpema et al., 2011).
Figure 1: Compartment-specific subcellular distribution of CB1 receptors.
A) Left: Schematic drawing of an axon (blue) and a dendrite (gray). The scale bar denotes the approximate scale of synaptic structures. Right: pre- and postsynaptic localization of selected molecular components of retrograde eCB signaling. Postsynaptic GPCR (e.g. metabotropic glutamate receptor) activation activates an enzymatic cascade leading to the synthesis and release of 2-AG. Presynaptic CB1 activation suppresses VGCCs and RIMs. The eCB signal is terminated by its presynaptic hydrolyzing enzyme, MGL. S.v.: synaptic vesicle; RIM: Rab3 interacting molecule; MGL: monoacylglycerol-lipase; VGCC: voltage gated calcium channel; GPCR: G-protein coupled receptor; PIP2: Phosphatidylinositol 4,5 -bisphosphate; DAG: diacylglycerol; 2 -AG: 2-arachydonoylglycerol; PLC: phospholipase C; DGL: DAG lipase. Note that several molecular components, such as those involved in anandamide signaling, are not displayed for clarity. The precise mechanism of retrograde 2-AG transport is not understood.
B) Schematic drawing of a generalized neuron, displaying distinct CB1 distribution at axons, synaptic boutons, and dendrites. Note that eCB signaling at each subcellular domains may be relevant in distinct cell types.
C) CB1 distribution at synaptic (GABAergic) boutons. CB1 receptors are distributed at random in high density. Downstream signaling results in the suppression of synaptic vesicle release probability. PKA: protein kinase A. Note that not all steps of the biochemical cascade are shown.
D) CB1 distribution at extrasynaptic axonal segments. A membrane-associated periodic skeleton based on spectrin filaments organizes complexes of CB1 and other GPCRs, RTKs and downstream signaling molecules. The precise molecular mechanism of axonal CB1 signaling is not yet fully understood. RTK: receptor tyrosine kinase; ERK: extracellular signal-regulated kinase.
E) Dendritic CB1 receptors are present at low levels and their distribution is presumably biased towards distal dendrites. Downstream signaling via JNKs activates HCN1 channels resulting in a hyperpolarizing current (h-current). JNK: c-Jun N-terminal kinases; cGMP: cyclic guanosine monophosphate; HCN: hyperpolarization activated cyclic nucleotide gated potassium channel. Note that not all steps of the biochemical cascade are shown, and that the distribution of CB1 in the dendrites is hypothetical and will need to be demonstrated in future experiments.
Despite this widespread expression, CB1 is found at one very specific subcellular domain at much higher density than anywhere else on the neuronal surface, namely, on the axons of a particular class of cortical GABAergic interneurons identified by cholecystokinin (CCK) expression (Fig. 1B) (Katona et al., 1999; Marsicano and Lutz, 1999; Tsou et al., 1999). The development of single molecule localization microscopy methods, such as Stochastic Optical Localization Microscopy (STORM) (Betzig et al., 2006; Hess et al., 2006; Rust et al., 2006), enabled the investigation of CB1 distribution with unprecedented detail.
The principles of superresolution microscopy methods, the comparisons of various approaches such as structured illumination microscopy, localization microscopy, and expansion microscopy, have been reviewed elsewhere (Allen et al., 2013; Igarashi et al., 2018; Möckl and Moerner, 2020; Oddone et al., 2014; Sigal et al., 2018; Wassie et al., 2019). Briefly, STORM takes advantage of the photo-switching behavior of organic fluorescent dyes. Instead of creating an optical image of fluorophore distribution in the sample, it creates a computational reconstruction of the location of individual fluorophores iteratively with precision and accuracy that exceeds the resolution of conventional light microscopy by an order of magnitude, typically to 20–30 nm in the imaging plane and 60–70 nm along the z-axis (Huang et al., 2008), and down to ~2 nm with interferometric approaches (G. Wang et al., 2016). Various methods have been developed for engineering the shape of the point spread function (PSF) of individual fluorophores, allowing precise localization in three dimensions (3D) (Gustavsson et al., 2018; Huang et al., 2008; Pavani et al., 2009). In addition, multiplexed, simultaneous imaging of different labels has been developed, either by spectrally separating fluorophores, or by selectively controlling their PSF or their photoswitching properties (Bates et al., 2012, 2007; Shechtman et al., 2016; Zhang et al., 2015). Importantly, STORM (and the ever-expanding toolkit of single molecule localization methods) offers not only structural images with improved resolution, but by obtaining the spatial coordinates of individual labeled molecules, it also allows sophisticated analysis of intermolecular distances, as well as dynamics of molecular distribution (with temporally resolved imaging of live specimens) (Barna et al., 2015; Deschout et al., 2014; Dietz and Heilemann, 2019; Nicovich et al., 2017; Tasso et al., 2019).
Electron microscopy and superresolution microscopy methods have been used for mapping the subcellular localization of eCB receptors and enzymes (Cristino et al., 2017). As a first step towards the superresolution imaging of the eCB system, dual-color 3D STORM with correlated confocal microscopy (Barna et al., 2015) was applied to determine CB1 distribution at the presynaptic axon terminals of identified, individually labeled CCK-expressing interneurons (Dudok et al., 2015). Confirming the previous electron microscopy studies, high CB1 density was found on the axon terminal membrane surrounding synaptic active zones (Fig. 1C). The measured intramolecular distance distributions were similar to modeled distributions generated at random, suggesting that the receptors are homogenously distributed, as opposed to being organized in clustered or synaptic nanodomain-enriched patterns.
Voltage gated calcium channels (VGCCs) controlling action potential-dependent vesicle release are tethered to the presynaptic active zone via Rab3 interacting molecules (RIM proteins) (Fig 1A) (Kaeser et al., 2011). Given the fact that VGCCs and RIMs are downstream targets of retrograde synaptic CB1 signaling (Chevaleyre et al., 2007; Guo and Ikeda, 2004; Heifets and Castillo, 2009; Mackie and Hille, 1992; Mato et al., 2008; Szabó et al., 2014), this homogenous distribution of CB1 was unexpected. A potential resolution of this apparent contradiction is that CB1-expressing CCK interneurons use mainly N-type (Cav2.2) VGCCs, as opposed to P type (Cav2.1) channels expressed in CB1-negative interneurons and pyramidal cells. The presynaptic active zone protein bassoon selectively recruits P/Q, but not N type channels to the active zone (Davydova et al., 2014), and a resulting distinct distribution is a likely explanation of the more precise action potential - release coupling in synapses with P/Q type channels and loose coupling in synapses with N-type channels (Bucurenciu et al., 2008; Eggermann et al., 2012). Although the superresolution localization of the N-type channels in cortical inhibitory synapses remains elusive due to the lack of suitable antibodies, electron microscopic studies using an epitope-tagged knockin mouse confirmed their frequent extrasynaptic localization in the dorsal root ganglia (Nieto-Rostro et al., 2018). Altogether, the mechanisms governing CB1 and downstream VGCC distribution remain unclear. Interestingly, it is the ratio of CB1 over the size of the active zone, rather than CB1 density, that is correlated with CB1 efficacy in suppressing neurotransmitter release, suggesting that the molecular stoichiometry of receptors and downstream targets in the microdomain around the synapse may be an important factor to consider (Dudok et al., 2015). With the recent development of a transgenic mouse line for the genetic targeting of CB1-expressing basket cells (Dudok et al., 2021), cell type-specific nanoscale imaging of CB1 and other molecular signaling elements of the eCB system at GABAergic synapses is becoming more feasible. In contrast to GABAergic synapses, glutamatergic axon terminals exhibit markedly lower CB1 expression, which presents additional challenges for efforts to determine whether the organization of presynaptic eCB signaling is similar between cell types. Interestingly, despite its low density of expression on excitatory axon terminals (Katona et al., 2006; W. Wang et al., 2016), CB1 is highly effective in suppressing glutamate release (Kreitzer and Regehr, 2001; Ruehle et al., 2013; Takahashi and Castillo, 2006), indicating that CB1 and VGCCs may be targeted to precisely organized nanodomains at these synapses.
On the axons of CCK-expressing interneurons, high density CB1 was reported not only on synaptic boutons, but also in the membranes of interconnecting axonal segments (Nyíri et al., 2005), where CB1 is unlikely to regulate synaptic transmission. However, the function of this axonal CB1 pool has remained unknown until recently. One of the first applications of STORM for neuroscience lead to the discovery of ring-like structures of actin and spectrin in axons (Xu et al., 2013). The quasi-1D periodic structure, termed membrane- associated periodic skeleton (MPS), also organizes transmembrane proteins such as ion channels and receptors into periodic distributions. Correlative STORM and electron microscopy revealed that MPS rings are made of two intertwined long actin filaments (Vassilopoulos et al., 2019). Multi-color STORM imaging of CB1 and the MPS revealed that axonal CB1 is organized into a periodic pattern aligned to the MPS (Fig. 1D) (Li et al., 2020; Zhou et al., 2019). Moreover, CB1 agonist binding resulted in an increased recruitment of CB1 to the MPS, inducing extracellular signal–regulated kinase (ERK) signaling. Disruption of the MPS prevented such molecular reorganization and downstream ERK signaling. CB1 interactions with the cytoskeleton via Rho/ROCK signaling is functionally important in multiple processes, including the control of axonal growth, bouton formation, bouton size, and synapse stabilization (Berghuis et al., 2007; Hu et al., 2019; Liang et al., 2021; Monday et al., 2020; Njoo et al., 2015; Roland et al., 2014). Importantly, MPS disruption completely abolished the ERK activating effect of CB1 agonists (Zhou et al., 2019). Given that MPS-like organization is observed not only in axons but also in dendrites (Han et al., 2017), these findings indicate that the cytoskeleton may be a general organizer of CB1 and required for downstream signaling outside the axon as well.
Compared to axons, CB1 expression in the somatodendritic (postsynaptic) membranes is very low. Accordingly, the nanoscale targeting and physiological role of dendritic CB1 is even less understood. Despite its low abundance and restriction to only a subset of pyramidal cells, dendritic CB1 signaling via a purely postsynaptic pathway involving c-Jun N-terminal kinases (JNK) and hyperpolarization activated cyclic nucleotide gated potassium channel (HCN) 1 was found to be powerful enough to modulate synaptic plasticity and learning (Fig. 1E) (Maroso et al., 2016). Electron microscopic immunolocalization showed a strong gradient in HCN1 channel density along the somatodendritic domain (Lörincz et al., 2002), which is a likely cause of the observed several folds larger hyperpolarization-activated depolarizing “sag” currents in distal dendrites (Magee, 1998). Whether dendritic CB1 follow this distribution is not known, and the molecular mechanisms that may shape their nanoscale distribution similarly remain elusive. Key mechanisms leading to CB1 axonal enrichment are the preferential somatodendritic endocytosis (Leterrier et al., 2006; Simon et al., 2013) and kinesin-dependent axonal transport of CB1 (Saez et al., 2020). An intriguing possibility is that dendritic CB1 levels are only maintained in distal dendrites, where endocytosis is less efficient in removing surface CB1.
Dynamics of CB1 receptors
While nanoscale mapping of CB1 distribution in fixed tissue samples contributed to our understanding of eCB signaling, a precise understanding of the mechanisms that determine this distribution requires dynamic observations in live samples. Tracking individual CB1 trajectories using quantum dots (QDs) in cultured cells revealed that surface CB1s are highly mobile and translocate between synapses (Mikasova et al., 2008). This mobility was activity dependent, as indicated by reduced speed upon CB1 desensitization by agonists. Agonist-dependent endocytosis may be one of the factors regulating bouton surface CB1 levels. STORM imaging experiments indicated that chronic treatment with the plant cannabinoid Δ9-tetrahydrocannabinol, or increasing the levels of the endogenous CB1 agonist 2-AG by permanent genetic deletion of its hydrolyzing enzyme monoacylglycerol-lipase (MGL) caused CB1 internalization, while acute elevation of 2-AG levels by pharmacological MGL inhibition did not cause such internalization (Dudok et al., 2015; Imperatore et al., 2015; Lee et al., 2015; Thibault et al., 2013). In addition to internalization, exclusion of desensitized receptors from synaptic terminals by lateral diffusion (Mikasova et al., 2008) may be a key mechanism for the fast regulation of synaptic CB1 availability.
Improved bright QDs in combination with single molecule localization microscopy allowed analyzing CB1 diffusion within synapses at nanoscale-level detail (Tasso et al., 2019). Trajectories of labeled CB1 resulted in a dense coverage of the entire membrane surface over time (Tasso et al., 2019), indicating that in agreement with the observed homogenous distribution (Dudok et al., 2015), CB1 diffusion is largely unrestricted in presynaptic membranes, including the synaptic active zone. Whether separate pools of synaptic and extrasynaptic/axonal CB1 are maintained by tethering or corralling mechanisms, remains unknown. With the development of methods for studying glutamatergic receptor movements (Groc and Choquet, 2020), dynamic superresolution imaging with single particle tracking in tissue slices and ultimately in vivo is certainly within sight for the eCB field.
Imaging lipid ligands of CB1 receptors
Our relatively limited understanding of lipid messengers stems from the challenging nature of analyzing and visualizing the exceedingly diverse family of eCBs (Bisogno et al., 2009; Piomelli et al., 2007). The structural similarity but functional specificity of closely related eCB analogs necessitated the use of sophisticated mass spectroscopy methods to distinguish between lipid species, and these biochemical approaches typically have limited spatiotemporal resolution. Due to the lack of tools to directly visualize eCB dynamics, the mechanisms of retrograde eCB transport are elusive and highly debated. As mentioned above, eCB mobilization and release is clearly distinct from the vesicular accumulation, storage, and release of non-lipid neurotransmitters such as glutamate, GABA, or neuropeptides. In vitro experiments suggested that the on-demand synthesis and release of eCBs occurs in less than 50 ms (Heinbockel et al., 2005), and eCBs can travel at least 20 microns in the extracellular space as evidenced by heterosynaptic expression of eCB-dependent synaptic plasticity (Ohno-Shosaku et al., 2000; Wilson and Nicoll, 2001). The sensitivity of the magnitude and duration of eCB-mediated plasticity to inhibition of presynaptic eCB hydrolysis suggests that eCB diffusion is limited by uptake and ultimately enzymatic degradation (Hashimotodani et al., 2007). While certain pieces of evidence suggest a role of either free diffusion, augmented transport by secreted peptide or protein carriers, or extracellular vesicles in eCB signaling, none of the proposed mechanisms explain all properties of eCB signaling, including the pharmacological sensitivity and temperature dependence of eCB transport (Chicca et al., 2012; Gabrielli et al., 2015; Haj-Dahmane et al., 2018; Niphakis et al., 2015), as recently reviewed (Kaczocha and Haj-Dahmane, 2021). To further complicate the picture, eCB signaling has a complex bidirectional relationship with nutrition, stress, and sex hormones, especially estrogen (Bisogno and Maccarrone, 2014; Gorzalka and Dang, 2012; Hill et al., 2009; Lafourcade et al., 2011; Santoro et al., 2021). Even within a single synaptic pathway in the hippocampus, 2-AG and anandamide were found to be differentially involved in eCB signaling in male and female mice (Ferraro et al., 2020; Tabatadze et al., 2015). To date, superresolution localization of the molecular members of the diverse and ever-expanding family of the eCB enzymatic pathways (Ahn et al., 2008) has been lagging behind compared to our relatively detailed understanding of CB1 distribution.
Specific antibodies can enable selectively visualizing macromolecules including CB1Rs through immunolabeling (Fig. 2A), however, antibodies are rarely available against lipids. Lipid receptors with specific binding sites evolved to distinguish lipid messengers from their precursors and related lipid species. Protein engineering enabled the development of genetically encoded neurotransmitter and neuromodulator reporters, based on either periplasmic binding protein- (PBP) or GPCR activation-based (GRAB) fluorescent sensors (Patriarchi et al., 2018; Sabatini and Tian, 2020; Sun et al., 2018). Using a fusion of a circularly permutated fluorescent protein sequence and a truncated GPCR ligand binding domain, GRAB sensors revolutionized the detection of bioactive compounds in live samples by standard fluorescent microscopy methods. Recently, a CB1-based eCB-GRAB has been developed, and is being rapidly adopted for studying eCB dynamics in live cells, in vitro slices, and in vivo (Dong et al., 2020). GRABs are inserted in the plasmalemma and preserve the binding site structure of the GPCRs form which they are derived, therefore eCB-GRAB allows sensing lipid eCB messengers in the same subcellular compartment where endogenous CB1 is expressed (Fig. 2B). Using in vivo 2-photon eCB-GRAB and correlated calcium indicator imaging, hippocampal pyramidal cell eCB synthesis was studied at high spatiotemporal resolution under physiological conditions as well as during pathological network activity in a seizure model (Dong et al., 2020; Farrell et al., 2020). Importantly, pharmacological perturbation of the 2-AG enzymatic pathway was effective in preventing (by blocking synthesis) or elongating (by blocking hydrolysis) eCB-GRAB signals. These experiments also revealed a high degree of spatiotemporal specificity of eCB signaling, in line with the view that activity-dependent 2-AG production and mobilization is the principal eCB source for synaptic eCB signaling in the hippocampus. Note, however, that anandamide may be released in pathways outside the hippocampus, as demonstrated in the case of peripheral nerve fibers of the pain pathway, GABAergic neurotransmission in the amygdala, and glutamatergic neurotransmission in the limbic forebrain (Clapper et al., 2010; Morena et al., 2019; Patel et al., 2003). As single molecule localization methods such as universal point accumulation-for-imaging-in-nanoscale-topography (uPAINT) or photoactivated localization microscopy (PALM) were recently adapted for dynamic imaging of fluorescent proteins (Giannone et al., 2010; Li and Blanpied, 2016; Manley et al., 2008), and since eCB-GRAB appears to have a low baseline activity which supports the sparse detection of spatially isolated transients (Dong et al., 2020), application of current and future photoconvertible versions of engineered biosensors targeted to specific pre- or postsynaptic membranes for the superresolution localization of eCBs can be envisioned, with significant potential to shed new light on mechanisms of eCB production, transport and action. While eCB-GRAB allows indirectly visualizing endogenous ligands, fluorescently labeled ligands can allow visualizing endogenous binding sites (Fig. 2C). Indeed, a CB1-specific fluo-cannabinoid agonist has been developed and used for superresolution imaging of CB1Rs in cell cultures using an approach called pharmacoSTORM (Prokop et al., 2021). These novel approaches complement prior antibody-based labeling methods to expand the toolkit for visualizing CB1 distribution (Fig. 2).
Figure 2: Approaches for fluorescently labeling CB1 receptors for nanoscale imaging.
A) Antibody labeling with indirect immunostaining or with Q-dots reveals endogenous receptor localization, but may require cell fixation and permeabilization to access intracellular epitopes.
B) Fluorescent biosensors, such as eCB-GRAB, emit light after binding endogenous cannabinoids such as 2-AG, but require the expression of modified CB1 Rs.
C) Fluorescently labeled ligands become detectable when immobilized by receptor binding and can activate or inhibit receptors depending on pharmacological profile.
Future directions
One of the most intriguing developments in understanding the molecular organization of synaptic signaling is related to the discoveries that certain synaptic proteins are accumulated at saturating densities so that they form separated liquid phases that are necessary for their physiological function. While the role of phase transitions has been first recognized in the formation of membrane-less compartments, phase separation has recently also been described for post- and presynaptic molecules interacting with transmembrane proteins (Chen et al., 2020). A liquid phase formed by the scaffolding proteins SynGAP and PSD95 is critical for AMPA-type glutamate receptor synaptic targeting (Feng et al., 2019; Zeng et al., 2016). Similarly, a liquid phase formed by presynaptic synapsins is required for neurotransmitter vesicle clustering (Milovanovic et al., 2018, 2015; Pechstein et al., 2020; Wang and Kaeser, 2018), and synaptic active zone formation also requires phase separation (McDonald et al., 2020). Recently, a study using a biochemical model system of cell membranes, called supported lipid bilayers, suggested that the synaptic enrichment of VGCCs is facilitated by condensates formed by RIM and RIM binding proteins (Wu et al., 2019). Given the role of RIMs and VGCCs as downstream targets of CB1, it is possible that liquid/liquid phase separation has a significant role in eCB signaling, either in facilitating the transsynaptic transport of lipid messengers or coupling receptor signaling pathways, or perhaps both. Notably, transcriptomic evidence shows the co-expression of gamma synuclein (Sncg) in CB1-expressing interneurons (Dudok et al., 2021; Tasic et al., 2016; Yao et al., 2021). Sncg has a role in lipid droplet fusion in adipose tissue, but an unknown role in the brain (Millership et al., 2013). Its homolog alpha synuclein is involved in the formation of SNARE complexes necessary for synaptic vesicle fusion. Based on these premises, one may hypothesize that presynaptic eCB signaling may involve the condensation of a separate liquid phase, perhaps with the involvement of Sncg or RIM, within which CB1 and eCBs may reach concentrations that are much higher than expected from their average levels. Such hypothetical liquid phases would be highly amenable for study by superresolution optical methods, including CB1 tracking by QDs, PALM or uPAINT, imaging of lipid biosensors, or fluorescently labeled ligands such as those already developed for CB1 and CB2 (Prokop et al., 2021; Spinelli et al., 2020). Importantly, such studies need to be carried out either in vivo or under conditions as closely matching the in vivo situation as possible.
Due to the critical dependence of both the sensitivity and resolution of single molecule localization on the number of photons detected over background, successful application of these methods often requires very high light intensities, the presence of chemical reducing agents in the medium, and in proximity of the sample to the coverglass. Therefore, implementing STORM and related methods in living tissue has remained challenging. Recent advances in photonics, however, suggest that the above-mentioned limitations may be overcome. A novel localization method called MINIFLUX allows precise localization with 22 times fewer photons compared to previous methods (Balzarotti et al., 2017), suggesting that the currently used high numerical aperture and low working distance lenses will not be required for future applications. Novel illumination strategies are reducing the light irradiance to levels that are compatible with live samples (Mau et al., 2021), while the improved sensitivity and reduced noise floor of scientific complementary metal-oxide-semiconductor (sCMOS) sensors allow imaging of reporters with lower photon yield (Mandracchia et al., 2020). Indeed, nanometer-precise localization deep (>30 microns) in a scattering sample has been achieved using modulated illumination (Jouchet et al., 2021), and superresolution structural imaging using structured illumination has been demonstrated in live mouse brain (Turcotte et al., 2019). With the rapid development of reporters, sensors, and imaging methods, dynamic nanoscale imaging of eCB transmission in vivo will likely be feasible in the not too distant future, opening up novel avenues for investigations into the mechanisms of eCB signaling.
Highlights.
Superresolution microscopy can reveal nanoscale molecular distribution in neurons
CB1 cannabinoid receptor distribution is subcellular domain-specific
Dynamic CB1 distribution is regulated by and lateral diffusion and internalization
Fluorescent biosensors can reveal endocannabinoid dynamics
Endocannabinoid release is precisely regulated in space and time
Acknowledgements:
This work was supported by the National Institute of Neurological Disorders and Stroke of the National Institutes of Health (NINDS, NIH) under award K99NS117795 (to B.D.) and R01NS99457 (to I.S.).
Footnotes
Declaration of Competing Interest:
The authors have no competing interests.
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References
- Ahn K, McKinney MK, Cravatt BF, 2008. Enzymatic pathways that regulate endocannabinoid signaling in the nervous system. Chem. Rev 108, 1687–1707. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Alger BE, 2002. Retrograde signaling in the regulation of synaptic transmission: focus on endocannabinoids. Prog. Neurobiol 68, 247–86. [DOI] [PubMed] [Google Scholar]
- Allen JR, Ross ST, Davidson MW, 2013. Single molecule localization microscopy for superresolution. J. Opt 15, 94001. 10.1088/2040-8978/15/9/094001 [DOI] [PubMed] [Google Scholar]
- Balzarotti F, Eilers Y, Gwosch KC, Gynnå AH, Westphal V, Stefani FD, Elf J, Hell SW, 2017. Nanometer resolution imaging and tracking of fluorescent molecules with minimal photon fluxes. Science (80-.) 355, 606–612. 10.1126/science.aak9913 [DOI] [PubMed] [Google Scholar]
- Barna L, Dudok B, Miczán V, Horváth A, László ZI, Katona I, 2015. Correlated confocal and super-resolution imaging by VividSTORM. Nat. Protoc 11, 163–183. 10.1038/nprot.2016.002 [DOI] [PubMed] [Google Scholar]
- Bates M, Dempsey GT, Chen KH, Zhuang X, 2012. Multicolor super-resolution fluorescence imaging via multi-parameter fluorophore detection. Chemphyschem 13, 99–107. 10.1002/cphc.201100735 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bates M, Huang B, Dempsey GT, Zhuang X, 2007. Multicolor super-resolution imaging with photo-switchable fluorescent probes. Science 317, 1749–53. 10.1126/science.1146598 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bénard G, Massa F, Puente N, Lourenço J, Bellocchio L, Soria-Gómez E, Matias I, Delamarre A, Metna-Laurent M, Cannich A, Hebert-Chatelain E, Mulle C, Ortega-Gutiérrez S, Martín-Fontecha M, Klugmann M, Guggenhuber S, Lutz B, Gertsch J, Chaouloff F, López-Rodríguez ML, Grandes P, Rossignol R, Marsicano G, 2012. Mitochondrial CB1 receptors regulate neuronal energy metabolism. Nat. Neurosci 15, 558–64. 10.1038/nn.3053 [DOI] [PubMed] [Google Scholar]
- Berghuis P, Rajnicek AM, Morozov YM, Ross RA, Mulder J, Urban GM, Monory K, Marsicano G, Matteoli M, Canty A, Irving AJ, Katona I, Yanagawa Y, Rakic P, Lutz B, Mackie K, Harkany T, 2007. Hardwiring the Brain: Endocannabinoids Shape Neuronal Connectivity. Science (80-.) 316, 1212–1216. 10.1126/science.1137406 [DOI] [PubMed] [Google Scholar]
- Betzig E, Patterson GH, Sougrat R, Lindwasser OW, Olenych S, Bonifacino JS, Davidson MW, Lippincott-Schwartz J, Hess HF, 2006. Imaging intracellular fluorescent proteins at nanometer resolution. Science 313, 1642–5. 10.1126/science.1127344 [DOI] [PubMed] [Google Scholar]
- Bisogno T, Maccarrone M, 2014. Endocannabinoid signaling and its regulation by nutrients. BioFactors 40, 373–380. 10.1002/biof.1167 [DOI] [PubMed] [Google Scholar]
- Bisogno T, Piscitelli F, Di Marzo V, 2009. Lipidomic methodologies applicable to the study of endocannabinoids and related compounds: Endocannabinoidomics. Eur. J. Lipid Sci. Technol 111, 53–63. 10.1002/ejlt.200800233 [DOI] [Google Scholar]
- Bucurenciu I, Kulik A, Schwaller B, Frotscher M, Jonas P, 2008. Nanodomain coupling between Ca2+ channels and Ca2+ sensors promotes fast and efficient transmitter release at a cortical GABAergic synapse. Neuron 57, 536–45. 10.1016/j.neuron.2007.12.026 [DOI] [PubMed] [Google Scholar]
- Busquets-Garcia A, Bains J, Marsicano G, 2018. CB 1 Receptor Signaling in the Brain: Extracting Specificity from Ubiquity. Neuropsychopharmacology 43, 4–20. 10.1038/npp.2017.206 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Castillo PE, Younts TJ, Chávez AE, Hashimotodani Y, 2012. Endocannabinoid Signaling and Synaptic Function. Neuron 76, 70–81. 10.1016/j.neuron.2012.09.020 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chen X, Wu X, Wu H, Zhang M, 2020. Phase separation at the synapse. Nat. Neurosci 23, 301–310. 10.1038/s41593-019-0579-9 [DOI] [PubMed] [Google Scholar]
- Chevaleyre V, Heifets BD, Kaeser PS, Südhof TC, Purpura DP, Castillo PE, 2007. Endocannabinoid-Mediated Long-Term Plasticity Requires cAMP/PKA Signaling and RIM1α. Neuron 54, 801–812. 10.1016/j.neuron.2007.05.020 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Chevaleyre V, Takahashi KA, Castillo PE, 2006. Endocannabinoid-Mediated Synaptic Plasticity in the Cns. Annu. Rev. Neurosci 29, 37–76. 10.1146/annurev.neuro.29.051605.112834 [DOI] [PubMed] [Google Scholar]
- Chicca A, Marazzi J, Nicolussi S, Gertsch J, 2012. Evidence for bidirectional endocannabinoid transport across cell membranes. J. Biol. Chem 287, 34660–34682. 10.1074/jbc.M112.373241 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Choquet D, Hosy E, 2020. AMPA receptor nanoscale dynamic organization and synaptic plasticities. Curr. Opin. Neurobiol 63, 137–145. 10.1016/j.conb.2020.04.003 [DOI] [PubMed] [Google Scholar]
- Clapper JR, Moreno-Sanz G, Russo R, Guijarro A, Vacondio F, Duranti A, Tontini A, Sanchini S, Sciolino NR, Spradley JM, Hohmann AG, Calignano A, Mor M, Tarzia G, Piomelli D, 2010. Anandamide suppresses pain initiation through a peripheral endocannabinoid mechanism. Nat. Neurosci 13, 1265–70. 10.1038/nn.2632 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cristino L, Imperatore R, Di Marzo V, 2017. Techniques for the Cellular and Subcellular Localization of Endocannabinoid Receptors and Enzymes in the Mammalian Brain. Methods Enzymol 593, 61–98. 10.1016/bs.mie.2017.05.003 [DOI] [PubMed] [Google Scholar]
- Davydova D, Marini C, King C, Klueva J, Bischof F, Romorini S, Montenegro-Venegas C, Heine M, Schneider R, Schröder MS, Altrock WD, Henneberger C, Rusakov DA, Gundelfinger ED, Fejtova A, 2014. Bassoon specifically controls presynaptic P/Q-type Ca(2+) channels via RIM-binding protein. Neuron 82, 181–94. 10.1016/j.neuron.2014.02.012 [DOI] [PubMed] [Google Scholar]
- Deschout H, Shivanandan A, Annibale P, Scarselli M, Radenovic A, 2014. Progress in quantitative single-molecule localization microscopy. Histochem. Cell Biol 142, 5–17. 10.1007/s00418-014-1217-y [DOI] [PMC free article] [PubMed] [Google Scholar]
- Devane WA, Hanus L, Breuer A, Pertwee RG, Stevenson LA, Griffin G, Gibson D, Mandelbaum A, Etinger A, Mechoulam R, 1992. Isolation and structure of a brain constituent that binds to the cannabinoid receptor. Science 258, 1946–9. 10.1126/science.1470919 [DOI] [PubMed] [Google Scholar]
- Dietz MS, Heilemann M, 2019. Optical super-resolution microscopy unravels the molecular composition of functional protein complexes. Nanoscale 11, 17981–17991. 10.1039/c9nr06364a [DOI] [PubMed] [Google Scholar]
- Dong A, He K, Dudok B, Farrell JS, Guan W, Liput DJ, Puhl HL, Cai R, Duan J, Albarran E, Ding J, Lovinger DM, Li B, Soltesz I, Li Y, 2020. A fluorescent sensor for spatiotemporally resolved endocannabinoid dynamics in vitro and in vivo. bioRxiv 10.1101/2020.10.08.329169 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Dudok B, Barna L, Ledri M, Szabó SI, Szabadits E, Pintér B, Woodhams SG, Henstridge CM, Balla GY, Nyilas R, Varga C, Lee S-H, Matolcsi M, Cervenak J, Kacskovics I, Watanabe M, Sagheddu C, Melis M, Pistis M, Soltesz I, Katona I, 2015. Cell-specific STORM super-resolution imaging reveals nanoscale organization of cannabinoid signaling. Nat. Neurosci 18, 75–86. 10.1038/nn.3892 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Dudok B, Klein PM, Hwaun E, Lee BR, Yao Z, Fong O, Bowler JC, Terada S, Sparks FT, Szabo GG, Farrell JS, Berg J, Daigle TL, Tasic B, Dimidschstein J, Fishell G, Losonczy A, Zeng H, Soltesz I, 2021. Alternating sources of perisomatic inhibition during behavior. Neuron 109, 997–1012.e9. 10.1016/j.neuron.2021.01.003 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Eggermann E, Bucurenciu I, Goswami SP, Jonas P, 2012. Nanodomain coupling between Ca2+ channels and sensors of exocytosis at fast mammalian synapses. Nat. Rev. Neurosci 13, 7–21. 10.1038/nrn3125 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Elphick MR, 2012. The evolution and comparative neurobiology of endocannabinoid signalling. Philos. Trans. R. Soc. Lond. B. Biol. Sci 367, 3201–15. 10.1098/rstb.2011.0394 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Farrell JSJS, Colangeli R, Dudok B, Wolff MDMD, Nguyen SLSL, Jackson J, Dickson CTCT, Soltesz I, Teskey GCC, 2020. In vivo assessment of mechanisms underlying the neurovascular basis of postictal amnesia. Sci. Rep 10, 1–13. 10.1101/2020.01.30.926717 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Feng Z, Chen X, Zeng M, Zhang M, 2019. Phase separation as a mechanism for assembling dynamic postsynaptic density signalling complexes. Curr. Opin. Neurobiol 57, 1–8. 10.1016/j.conb.2018.12.001 [DOI] [PubMed] [Google Scholar]
- Ferraro A, Wig P, Boscarino J, Reich CG, 2020. Sex differences in endocannabinoid modulation of rat CA1 dendritic neurotransmission. Neurobiol. Stress 13, 100283. 10.1016/j.ynstr.2020.100283 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Freund TF, Katona I, Piomelli D, 2003. Role of endogenous cannabinoids in synaptic signaling. Physiol. Rev 83, 1017–66. 10.1152/physrev.00004.2003 [DOI] [PubMed] [Google Scholar]
- Gabrielli M, Battista N, Riganti L, Prada I, Antonucci F, Cantone L, Matteoli M, Maccarrone M, Verderio C, 2015. Active endocannabinoids are secreted on extracellular membrane vesicles. EMBO Rep 16, 213–220. 10.15252/embr [DOI] [PMC free article] [PubMed] [Google Scholar]
- Giannone G, Hosy E, Levet F, Constals A, Schulze K, Sobolevsky AI, Rosconi MP, Gouaux E, Tampe R, Choquet D, Cognet L, 2010. Dynamic superresolution imaging of endogenous proteins on living cells at ultra-high density. Biophys. J 99, 1303–1310. 10.1016/j.bpj.2010.06.005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Glebov OO, Cox S, Humphreys L, Burrone J, 2016. Neuronal activity controls transsynaptic geometry. Sci. Rep 6, 22703. 10.1038/srep22703 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Glebov OO, Jackson RE, Winterflood CM, Owen DM, Barker EA, Doherty P, Ewers H, Burrone J, 2017. Nanoscale Structural Plasticity of the Active Zone Matrix Modulates Presynaptic Function. Cell Rep 18, 2715–2728. 10.1016/j.celrep.2017.02.064 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gorzalka BB, Dang SS, 2012. Minireview: Endocannabinoids and gonadal hormones: Bidirectional interactions in physiology and behavior. Endocrinology 153, 1016–1024. 10.1210/en.2011-1643 [DOI] [PubMed] [Google Scholar]
- Groc L, Choquet D, 2020. Linking glutamate receptor movements and synapse function. Science (80-.) 368. 10.1126/science.aay4631 [DOI] [PubMed] [Google Scholar]
- Guo J, Ikeda SR, 2004. Endocannabinoids Modulate N-Type Calcium Channels and G-Protein-Coupled Inwardly Rectifying Potassium Channels via CB1 Cannabinoid Receptors Heterologously Expressed in Mammalian Neurons. Mol. Pharmacol 65, 665–674. 10.1124/mol.65.3.665 [DOI] [PubMed] [Google Scholar]
- Gustavsson AK, Petrov PN, Lee MY, Shechtman Y, Moerner WE, 2018. 3D single-molecule super-resolution microscopy with a tilted light sheet. Nat. Commun 9, 1–8. 10.1038/s41467-017-02563-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Haj-Dahmane S, Shen R-Y, Elmes MW, Studholme K, Kanjiya MP, Bogdan D, Thanos PK, Miyauchi JT, Tsirka SE, Deutsch DG, Kaczocha M, 2018. Fatty-acid-binding protein 5 controls retrograde endocannabinoid signaling at central glutamate synapses. Proc. Natl. Acad. Sci 201721339. 10.1073/pnas.1721339115 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Han B, Zhou R, Xia C, Zhuang X, 2017. Structural organization of the actin-spectrin–based membrane skeleton in dendrites and soma of neurons. Proc. Natl. Acad. Sci. U. S. A 114, E6678–E6685. 10.1073/pnas.1705043114 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Harkany T, Guzmán M, Roperh IG, Berghuis P, Devi LA, Mackie K, 2006. The Emerging Functions of Endocannabinoid Signaling During Development of the Central Nervous System. [DOI] [PubMed] [Google Scholar]
- Hashimotodani Y, Ohno-Shosaku T, Kano M, 2007. Presynaptic monoacylglycerol lipase activity determines basal endocannabinoid tone and terminates retrograde endocannabinoid signaling in the hippocampus. J. Neurosci 27, 1211–1219. 10.1523/JNEUROSCI.4159-06.2007 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Heifets BD, Castillo PE, 2009. Endocannabinoid signaling and long-term synaptic plasticity. Annu. Rev. Physiol 71, 283–306. 10.1146/annurev.physiol.010908.163149 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Heinbockel T, Brager DH, Reich CG, Zhao J, Muralidharan S, Alger BE, Kao JPY, 2005. Endocannabinoid Signaling Dynamics Probed with Optical Tools 25, 9449–9459. 10.1523/JNEUROSCI.2078-05.2005 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Herkenham M, Lynn AB, Little MD, Johnson MR, Melvin LS, de Costa BR, Rice KC, Litrle MD, Johnsont MR, Costa BRDE, Riceo KC, 1990. Cannabinoid receptor localization in brain. Proc. Natl. Acad. Sci. U. S. A 87, 1932–6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hess ST, Girirajan TPK, Mason MD, 2006. Ultra-high resolution imaging by fluorescence photoactivation localization microscopy. Biophys. J 91, 4258–72. 10.1529/biophysj.106.091116 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hill MN, McLaughlin RJ, Morrish AC, Viau V, Floresco SB, Hillard CJ, Gorzalka BB, 2009. Suppression of amygdalar endocannabinoid signaling by stress contributes to activation of the hypothalamic-pituitary-adrenal axis. Neuropsychopharmacology 34, 2733–2745. 10.1038/npp.2009.114 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hu HY, Kruijssen DLH, Frias CP, Rózsa B, Hoogenraad CC, Wierenga CJ, 2019. Endocannabinoid Signaling Mediates Local Dendritic Coordination between Excitatory and Inhibitory Synapses. Cell Rep 27, 666–675.e5. 10.1016/j.celrep.2019.03.078 [DOI] [PubMed] [Google Scholar]
- Hu SS-J, Mackie K, 2015. Distribution of the Endocannabinoid System in the Central Nervous System, in: Pertwee RG (Ed.), Endocannabinoids Springer International Publishing, Cham, pp. 59–93. 10.1007/978-3-319-20825-1_3 [DOI] [PubMed] [Google Scholar]
- Huang B, Jones S. a, Brandenburg B, Zhuang X, 2008. Whole-cell 3D STORM reveals interactions between cellular structures with nanometer-scale resolution. Nat. Methods 5, 1047–1052. 10.1038/nmeth.1274 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Igarashi M, Nozumi X, Wu LG, Zanacchi FC, Katona X, Barna XL, Xu P, Zhang M, Xue F, Boyden E, 2018. New observations in neuroscience using superresolution microscopy. J. Neurosci 38, 9459–9467. 10.1523/JNEUROSCI.1678-18.2018 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Imperatore R, Morello G, Luongo L, Taschler U, Romano R, De Gregorio D, Belardo C, Maione S, Di Marzo V, Cristino L, 2015. Genetic deletion of monoacylglycerol lipase (MAGL) leads to impaired cannabinoid receptor CB1 R signaling and anxiety-like behavior. J. Neurochem 10.1111/jnc.13267 [DOI] [PubMed] [Google Scholar]
- Jouchet P, Cabriel C, Bourg N, Bardou M, Poüs C, Fort E, Lévêque-Fort S, 2021. Nanometric axial localization of single fluorescent molecules with modulated excitation. Nat. Photonics 15, 297–304. 10.1038/s41566-020-00749-9 [DOI] [Google Scholar]
- Kaczocha M, Haj-Dahmane S, 2021. Mechanisms of Endocannabinoid Transport in the Brain. Br. J. Pharmacol bph.15469. 10.1111/bph.15469 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kaeser PS, Deng L, Wang Y, Dulubova I, Liu X, Rizo J, Südhof TC, 2011. RIM proteins tether Ca2+ channels to presynaptic active zones via a direct PDZ-domain interaction. Cell 144, 282–295. 10.1016/j.cell.2010.12.029 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kano M, Ohno-Shosaku T, Hashimotodani Y, Uchigashima M, Watanabe M, 2009. Endocannabinoid-mediated control of synaptic transmission. Physiol. Rev 89, 309–80. 10.1152/physrev.00019.2008 [DOI] [PubMed] [Google Scholar]
- Katona I, Freund TF, 2012. Multiple Functions of Endocannabinoid Signaling in the Brain. Annu. Rev. Neurosci 35, 529–558. 10.1146/annurev-neuro-062111-150420 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Katona I, Sperlágh B, Sík A, Käfalvi A, Vizi ES, Mackie K, Freund TF, 1999. Presynaptically located CB1 cannabinoid receptors regulate GABA release from axon terminals of specific hippocampal interneurons. J. Neurosci 19, 4544–58. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Katona I, Urbán GM, Wallace M, Ledent C, Jung K, Piomelli D, Mackie K, Freund TF, 2006. Molecular composition of the endocannabinoid system at glutamatergic synapses. J. Neurosci 26, 5628–37. 10.1523/JNEUROSCI.0309-06.2006 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Keimpema E, MacKie K, Harkany T, 2011. Molecular model of cannabis sensitivity in developing neuronal circuits. Trends Pharmacol. Sci 32, 551–561. 10.1016/j.tips.2011.05.004 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kreitzer AC, Regehr WG, 2001. Retrograde Inhibition of Presynaptic Calcium Influx by Endogenous Cannabinoids at Excitatory Synapses onto Purkinje Cells 29, 717–727. [DOI] [PubMed] [Google Scholar]
- Lafourcade M, Larrieu T, Mato S, Duffaud A, Sepers M, Matias I, De Smedt-Peyrusse V, Labrousse VF, Bretillon L, Matute C, Rodríguez-Puertas R, Layé S, Manzoni OJ, 2011. Nutritional omega-3 deficiency abolishes endocannabinoid-mediated neuronal functions. Nat. Neurosci 14, 345–50. 10.1038/nn.2736 [DOI] [PubMed] [Google Scholar]
- Lee S-H, Ledri M, Toth B, Marchionni I, Henstridge CM, Dudok B, Kenesei K, Barna L, Szabo SI, Renkecz T, Oberoi M, Watanabe M, Limoli CL, Horvai G, Soltesz I, Katona I, 2015. Multiple Forms of Endocannabinoid and Endovanilloid Signaling Regulate the Tonic Control of GABA Release. J. Neurosci 35, 10039–10057. 10.1523/JNEUROSCI.4112-14.2015 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Leterrier C, Lainé J, Darmon M, Boudin H, Rossier J, Lenkei Z, 2006. Constitutive activation drives compartment-selective endocytosis and axonal targeting of type 1 cannabinoid receptors. J. Neurosci 26, 3141–53. 10.1523/JNEUROSCI.5437-05.2006 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li H, Yang J, Tian C, Diao M, Wang Q, Zhao S, Li S, Tan F, Hua T, Qin Y, Lin CP, Deska-Gauthier D, Thompson GJ, Zhang Y, Shui W, Liu Z-J, Wang T, Zhong G, 2020. Organized cannabinoid receptor distribution in neurons revealed by super-resolution fluorescence imaging. Nat. Commun 11, 5699. 10.1038/s41467-020-19510-5 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Li TP, Blanpied TA, 2016. Control of transmembrane protein diffusion within the postsynaptic density assessed by simultaneous single-molecule tracking and localization microscopy. Front. Synaptic Neurosci 8. 10.3389/fnsyn.2016.00019 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Liang J, Kruijssen DLH, Verschuuren ACJ, Voesenek BJB, Benavides F, Gonzalez MS, Ruiter M, Wierenga CJ, 2021. Axonal CB1 receptors mediate inhibitory bouton formation via cAMP increase. bioRxiv 2021.04.12.439503. 10.1101/2021.04.12.439503 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Lörincz A, Notomi T, Tamás G, Shigemoto R, Nusser Z, 2002. Polarized and compartment-dependent distribution of HCN1 in pyramidal cell dendrites. Nat. Neurosci 5, 1185–93. 10.1038/nn962 [DOI] [PubMed] [Google Scholar]
- Lu HC, Mackie K, 2021. Review of the Endocannabinoid System. Biol. Psychiatry Cogn. Neurosci. Neuroimaging 6, 607–615. 10.1016/j.bpsc.2020.07.016 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mackie K, Hille B, 1992. Cannabinoids inhibit N-type calcium channels in neuroblastoma-glioma cells. Proc. Natl. Acad. Sci 89, 3825 LP–3829. 10.1073/pnas.89.9.3825 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Magee JC, 1998. Dendritic hyperpolarization-activated currents modify the integrative properties of hippocampal CA1 pyramidal neurons. J. Neurosci 18, 7613–7624. 10.1523/jneurosci.18-19-07613.1998 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mandracchia B, Hua X, Guo C, Son J, Urner T, Jia S, 2020. Fast and accurate sCMOS noise correction for fluorescence microscopy. Nat. Commun 11, 1–12. 10.1038/s41467-019-13841-8 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Manley S, Gillette JM, Patterson GH, Shroff H, Hess HF, Betzig E, Lippincott-Schwartz J, 2008. High-density mapping of single-molecule trajectories with photoactivated localization microscopy. Nat. Methods 5, 155–157. 10.1038/nmeth.1176 [DOI] [PubMed] [Google Scholar]
- Maroso M, Szabo GG, Kim HK, Alexander A, Bui AD, Lee S-H, Lutz B, Soltesz I, 2016. Cannabinoid Control of Learning and Memory through HCN Channels. Neuron 89, 1059–73. 10.1016/j.neuron.2016.01.023 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Marsicano G, Goodenough S, Monory K, Hermann H, Eder M, Cannich A, Azad SC, Cascio MG, Gutiérrez SO, van der Stelt M, López-Rodriguez ML, Casanova E, Schütz G, Zieglgänsberger W, Di Marzo V, Behl C, Lutz B, 2003. CB1 cannabinoid receptors and on-demand defense against excitotoxicity. Science 302, 84–8. 10.1126/science.1088208 [DOI] [PubMed] [Google Scholar]
- Marsicano G, Lutz B, 1999. Expression of the cannabinoid receptor CB1 in distinct neuronal subpopulations in the adult mouse forebrain. Eur. J. Neurosci 11, 4213–25. 10.1046/j.1460-9568.1999.00847.x [DOI] [PubMed] [Google Scholar]
- Mato S, Lafourcade M, Robbe D, Bakiri Y, Manzoni OJ, 2008. Role of the cyclic-AMP/PKA cascade and of P/Q-type Ca++ channels in endocannabinoid-mediated long-term depression in the nucleus accumbens. Neuropharmacology 54, 87–94. 10.1016/j.neuropharm.2007.04.014 [DOI] [PubMed] [Google Scholar]
- Mau A, Friedl K, Leterrier C, Bourg N, Lévêque-Fort S, 2021. Fast widefield scan provides tunable and uniform illumination optimizing super-resolution microscopy on large fields. Nat. Commun 12, 1–11. 10.1038/s41467-021-23405-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- McDonald NA, Fetter RD, Shen K, 2020. Assembly of synaptic active zones requires phase separation of scaffold molecules. Nature 588, 454–458. 10.1038/s41586-020-2942-0 [DOI] [PubMed] [Google Scholar]
- Mechoulam R, Ben-Shabat S, Hanus L, Ligumsky M, Kaminski NE, Schatz AR, Gopher A, Almog S, Martin BR, Compton DR, 1995. Identification of an endogenous 2-monoglyceride, present in canine gut, that binds to cannabinoid receptors. Biochem. Pharmacol. 50, 83–90. 10.1016/0006-2952(95)00109-d [DOI] [PubMed] [Google Scholar]
- Mechoulam R, Parker LA, 2011. The Endocannabinoid System and the Brain. Annu. Rev. Psychol 64, 120717165617008. 10.1146/annurev-psych-113011-143739 [DOI] [PubMed] [Google Scholar]
- Mikasova L, Groc L, Choquet D, Manzoni OJ, 2008. Altered surface trafficking of presynaptic cannabinoid type 1 receptor in and out synaptic terminals parallels receptor desensitization. Proc. Natl. Acad. Sci 105, 18596–18601. 10.1073/pnas.0805959105 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Millership S, Ninkina N, Rochford JJ, Buchman VL, 2013. Γ-Synuclein Is a Novel Player in the Control of Body Lipid Metabolism. Adipocyte 2, 276–280. 10.4161/adip.25162 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Milovanovic D, Honigmann A, Koike S, Göttfert F, Pähler G, Junius M, Müllar S, Diederichsen U, Janshoff A, Grubmüller H, Risselada HJ, Eggeling C, Hell SW, van den Bogaart G, Jahn R, 2015. Hydrophobic mismatch sorts SNARE proteins into distinct membrane domains. Nat. Commun 6, 5984. 10.1038/ncomms6984 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Milovanovic D, Wu Y, Bian X, De Camilli P, 2018. A liquid phase of synapsin and lipid vesicles. Science (80-.) 361, 604–607. 10.1126/science.aat5671 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Min R, Nevian T, 2012. Astrocyte signaling controls spike timing – dependent depression at neocortical synapses 15, 1–6. 10.1038/nn.3075 [DOI] [PubMed] [Google Scholar]
- Möckl L, Moerner WE, 2020. Super-resolution Microscopy with Single Molecules in Biology and Beyond-Essentials, Current Trends, and Future Challenges. J. Am. Chem. Soc 142, 17828–17844. 10.1021/jacs.0c08178 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Monday HR, Bourdenx M, Jordan BA, Castillo PE, 2020. Cb1-receptor-mediated inhibitory ltd triggers presynaptic remodeling via protein synthesis and ubiquitination. Elife 9, 1–25. 10.7554/ELIFE.54812 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Morena M, Aukema RJ, Leitl KD, Rashid AJ, Vecchiarelli HA, Josselyn SA, Hill MN, 2019. Upregulation of anandamide hydrolysis in the basolateral complex of amygdala reduces fear memory expression and indices of stress and anxiety. J. Neurosci 39, 1275–1292. 10.1523/JNEUROSCI.2251-18.2018 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nair D, Hosy E, Petersen JD, Constals A, Giannone G, Choquet D, Sibarita J-B, 2013. Super-resolution imaging reveals that AMPA receptors inside synapses are dynamically organized in nanodomains regulated by PSD95. J. Neurosci 33, 13204–24. 10.1523/JNEUROSCI.2381-12.2013 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Navarrete M, Araque A, 2008. Endocannabinoids mediate neuron-astrocyte communication. Neuron 57, 883–93. 10.1016/j.neuron.2008.01.029 [DOI] [PubMed] [Google Scholar]
- Nicovich PR, Owen DM, Gaus K, 2017. Turning single-molecule localization microscopy into a quantitative bioanalytical tool. Nat. Protoc 12, 453–460. 10.1038/nprot.2016.166 [DOI] [PubMed] [Google Scholar]
- Nieto-Rostro M, Ramgoolam K, Pratt WS, Kulik A, Dolphin AC, 2018. Ablation of α 2 δ-1 inhibits cell-surface trafficking of endogenous N-type calcium channels in the pain pathway in vivo. Proc. Natl. Acad. Sci. U. S. A 115, E12043–E12052. 10.1073/pnas.1811212115 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Niphakis MJ, Lum KM, Cognetta AB, Correia BE, Ichu T-A, Olucha J, Brown SJ, Kundu S, Piscitelli F, Rosen H, Cravatt BF, 2015. A Global Map of Lipid-Binding Proteins and Their Ligandability in Cells. Cell 161, 1668–80. 10.1016/j.cell.2015.05.045 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Njoo C, Agarwal N, Lutz B, Kuner R, 2015. The Cannabinoid Receptor CB1 Interacts with the WAVE1 Complex and Plays a Role in Actin Dynamics and Structural Plasticity in Neurons. PLoS Biol 13, 1–36. 10.1371/journal.pbio.1002286 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nyĺri G, Cserép C, Szabadits E, Mackie K, Freund TF, 2005. CB1 cannabinoid receptors are enriched in the perisynaptic annulus and on preterminal segments of hippocampal GABAergic axons. Neuroscience 136, 811–22. 10.1016/j.neuroscience.2005.01.026 [DOI] [PubMed] [Google Scholar]
- Oddone A, Vilanova IV, Tam J, Lakadamyali M, 2014. Super-resolution imaging with stochastic single-molecule localization: Concepts, technical developments, and biological applications. Microsc. Res. Tech 00. 10.1002/jemt.22346 [DOI] [PubMed] [Google Scholar]
- Ohno-Shosaku T, Maejima T, Kano M, 2001. Endogenous cannabinoids mediate retrograde signals from depolarized postsynaptic neurons to presynaptic terminals. Neuron 29, 729–38. 10.1016/s0896-6273 [DOI] [PubMed] [Google Scholar]
- Ohno-Shosaku T, Sawada S, Kano M, 2000. Heterosynaptic expression of depolarization-induced suppression of inhibition (DSI) in rat hippocampal cultures. Neurosci. Res 36, 67–71. 10.1016/s0168-0102 [DOI] [PubMed] [Google Scholar]
- Patel S, Rademacher DJ, Hillard CJ, 2003. Differential regulation of the endocannabinoids anandamide and 2-arachidonylglycerol within the limbic forebrain by dopamine receptor activity. J. Pharmacol. Exp. Ther 306, 880–888. 10.1124/jpet.103.054270 [DOI] [PubMed] [Google Scholar]
- Patriarchi T, Cho JR, Merten K, Howe MW, Marley A, Xiong WH, Folk RW, Broussard GJ, Liang R, Jang MJ, Zhong H, Dombeck D, von Zastrow M, Nimmerjahn A, Gradinaru V, Williams JT, Tian L, 2018. Ultrafast neuronal imaging of dopamine dynamics with designed genetically encoded sensors. Science (80-.) 360. 10.1126/science.aat4422 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pavani SRP, Thompson MA, Biteen JS, Lord SJ, Liu N, Twieg RJ, Piestun R, Moerner WE, 2009. Three-dimensional, single-molecule fluorescence imaging beyond the diffraction limit by using a double-helix point spread function. Proc. Natl. Acad. Sci. U. S. A 106, 2995–2999. 10.1073/pnas.0900245106 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Pechstein A, Tomilin N, Fredrich K, Vorontsova O, Sopova E, Evergren E, Haucke V, Brodin L, Shupliakov O, 2020. Vesicle Clustering in a Living Synapse Depends on a Synapsin Region that Mediates Phase Separation. Cell Rep 30, 2594–2602.e3. 10.1016/j.celrep.2020.01.092 [DOI] [PubMed] [Google Scholar]
- Piomelli D, 2003. The molecular logic of endocannabinoid signalling. Nat. Rev. Neurosci. 4, 873–884. 10.1038/nrn1247 [DOI] [PubMed] [Google Scholar]
- Piomelli D, Astarita G, Rapaka R, 2007. A neuroscientist’s guide to lipidomics. Nat. Rev. Neurosci 8, 743–54. 10.1038/nrn2233 [DOI] [PubMed] [Google Scholar]
- Prokop S, Ábrányi-Balogh P, Barti B, Vámosi M, Zöldi M, Barna LM,U, Tóth AD, Dudok B, Egyed A, Deng H, Leggio GM, Hunyady L, van der Stelt M, Keserű GM, Katona I, 2021. PharmacoSTORM nanoscale pharmacology reveals cariprazine binding on Islands of Calleja granule cells. Nat. Commun. In press, Accepted on 9/7/2021. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Roland AB, Ricobaraza A, Carrel D, Jordan BM, Rico F, Simon A, Humbert-Claude M, Ferrier J, McFadden MH, Scheuring S, Lenkei Z, 2014. Cannabinoid-induced actomyosin contractility shapes neuronal morphology and growth. Elife 3, e03159. 10.7554/eLife.03159 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ruehle S, Remmers F, Romo-Parra H, Massa F, Wickert M, Wörtge S, Haring M, Kaiser N, Marsicano G, Pape HC, Lutz B, 2013. Cannabinoid CB1 receptor in dorsal telencephalic glutamatergic neurons: Distinctive sufficiency for hippocampus-dependent and amygdala-dependent synaptic and behavioral functions. J. Neurosci 33, 10264–10277. 10.1523/JNEUROSCI.4171-12.2013 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rust MJ, Bates M, Zhuang X, 2006. Sub-diffraction-limit imaging by stochastic optical reconstruction microscopy (STORM). Nat. Methods 3, 793–5. 10.1038/nmeth929 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sabatini BL, Tian L, 2020. Imaging Neurotransmitter and Neuromodulator Dynamics In Vivo with Genetically Encoded Indicators. Neuron 108, 17–32. 10.1016/j.neuron.2020.09.036 [DOI] [PubMed] [Google Scholar]
- Saez TMM, Fernandez Bessone I, Rodriguez MS, Alloatti M, Otero MG, Cromberg LE, Pozo Devoto VM, Oubiña G, Sosa L, Buffone MG, Gelman DM, Falzone TL, 2020. Kinesin-1-mediated axonal transport of CB1 receptors is required for cannabinoid-dependent axonal growth and guidance. Development 147, 1–13. 10.1242/dev.184069 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Santoro A, Mele E, Marino M, Viggiano A, Nori SL, Meccariello R, 2021. The complex interplay between endocannabinoid system and the estrogen system in central nervous system and periphery. Int. J. Mol. Sci 22, 1–25. 10.3390/ijms22020972 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Shechtman Y, Weiss LE, Backer AS, Lee MY, Moerner WE, 2016. Multicolour localization microscopy by point-spread-function engineering. Nat. Photonics 10, 590–594. 10.1038/nphoton.2016.137 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Sigal YM, Zhou R, Zhuang X, 2018. Visualizing and discovering cellular structures with super-resolution microscopy 887, 880–887. 10.1126/science.aau1044 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Simon AC, Loverdo C, Gaffuri A, Urbanski M, Ladarre D, Carrel D, Rivals I, Leterrier C, Benichou O, Dournaud P, Szabo B, Voituriez R, Lenkei Z, 2013. Activation-dependent plasticity of polarized GPCR distribution on the neuronal surface. J. Mol. Cell Biol 5, 250–65. 10.1093/jmcb/mjt014 [DOI] [PubMed] [Google Scholar]
- Spinelli F, Giampietro R, Stefanachi A, Riganti C, Kopecka J, Abatematteo FS, Leonetti F, Colabufo NA, Mangiatordi GF, Nicolotti O, Perrone MG, Brea J, Loza MI, Infantino V, Abate C, Contino M, 2020. Design and synthesis of fluorescent ligands for the detection of cannabinoid type 2 receptor (CB2R). Eur. J. Med. Chem 188. 10.1016/j.ejmech.2020.112037 [DOI] [PubMed] [Google Scholar]
- Stella N, 2004. Cannabinoid signaling in glial cells. Glia 48, 267–277. 10.1002/glia.20084 [DOI] [PubMed] [Google Scholar]
- Sugiura T, Kondo S, Sukagawa A, Nakane S, Shinoda A, Itoh K, Yamashita A, Waku K, 1995. 2-Arachidonoylglycerol: a possible endogenous cannabinoid receptor ligand in brain. Biochem. Biophys. Res. Commun 215, 89–97. 10.1006/bbrc.1995.2437 [DOI] [PubMed] [Google Scholar]
- Sun F, Zeng J, Jing M, Zhou J, Feng J, Owen SF, Luo Y, Li F, Wang H, Yamaguchi T, Yong Z, Gao Y, Peng W, Wang L, Zhang S, Du J, Lin D, Xu M, Kreitzer AC, Cui G, Li Y, 2018. A Genetically Encoded Fluorescent Sensor Enables Rapid and Specific Detection of Dopamine in Flies, Fish, and Mice. Cell 174, 481–496.e19. 10.1016/j.cell.2018.06.042 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Szabó GG, Lenkey N, Holderith N, Andrási T, Nusser Z, Hájos N, 2014. Presynaptic calcium channel inhibition underlies CB1 cannabinoid receptor-mediated suppression of GABA release. J. Neurosci 34, 7958–63. 10.1523/JNEUROSCI.0247-14.2014 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tabatadze N, Huang G, May RM, Jain A, Woolley CS, 2015. Sex Differences in Molecular Signaling at Inhibitory Synapses in the Hippocampus. J. Neurosci 35, 11252–11265. 10.1523/JNEUROSCI.1067-15.2015 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Takahashi K. a, Castillo PE, 2006. The CB1 cannabinoid receptor mediates glutamatergic synaptic suppression in the hippocampus. Neuroscience 139, 795–802. 10.1016/j.neuroscience.2006.01.024 [DOI] [PubMed] [Google Scholar]
- Tang A-HH, Chen H, Li TP, Metzbower SR, MacGillavry HD, Blanpied TA, 2016. A trans-synaptic nanocolumn aligns neurotransmitter release to receptors. Nature 536, 210–214. 10.1038/nature19058 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tasic B, Menon V, Nguyen TN, Kim TK, Jarsky T, Yao Z, Levi B, Gray LT, Sorensen SA, Dolbeare T, Bertagnolli D, Goldy J, Shapovalova N, Parry S, Lee C, Smith K, Bernard A, Madisen L, Sunkin SM, Hawrylycz M, Koch C, Zeng H, 2016. Adult mouse cortical cell taxonomy revealed by single cell transcriptomics. Nat. Neurosci 19, 335–346. 10.1038/nn.4216 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Tasso M, Pons T, Lequeux N, Nguyen J, Lenkei Z, Zala D, 2019. NanoPaint: A Tool for Rapid and Dynamic Imaging of Membrane Structural Plasticity at the Nanoscale. Small 15, e1902796. 10.1002/smll.201902796 [DOI] [PubMed] [Google Scholar]
- Thibault K, Carrel D, Bonnard D, Gallatz K, Simon A, Biard M, Pezet S, Palkovits M, Lenkei Z, 2013. Activation-dependent subcellular distribution patterns of CB1 cannabinoid receptors in the rat forebrain. Cereb. Cortex 23, 2581–91. 10.1093/cercor/bhs240 [DOI] [PubMed] [Google Scholar]
- Tsou K, Mackie K, Sañudo-Peña MC, Walker JM, 1999. Cannabinoid CB1 receptors are localized primarily on cholecystokinin-containing GABAergic interneurons in the rat hippocampal formation. Neuroscience 93, 969–975. 10.1016/S0306 [DOI] [PubMed] [Google Scholar]
- Turcotte R, Liang Y, Tanimoto M, Zhang Q, Li Z, Koyama M, Betzig E, Ji N, 2019. Dynamic super-resolution structured illumination imaging in the living brain. Proc. Natl. Acad. Sci. U. S. A 116, 9586–9591. 10.1073/pnas.1819965116 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vassilopoulos S, Gibaud S, Jimenez A, Caillol G, Leterrier C, 2019. Ultrastructure of the axonal periodic scaffold reveals a braid-like organization of actin rings. Nat. Commun 10, 1–13. 10.1038/s41467-019-13835-6 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang G, Hauver J, Thomas Z, Darst SA, Pertsinidis A, 2016. Single-Molecule Real-Time 3D Imaging of the Transcription Cycle by Modulation Interferometry. Cell 167, 1839–1852.e21. 10.1016/j.cell.2016.11.032 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wang SSH, Kaeser PS, 2018. A Presynaptic Liquid Phase Unlocks the Vesicle Cluster. Trends Neurosci 41, 772–774. 10.1016/j.tins.2018.07.009 [DOI] [PubMed] [Google Scholar]
- Wang W, Trieu BH, Palmer LC, Jia Y, Pham DT, Jung KM, Karsten CA, Merrill CB, Mackie K, Gall CM, Piomelli D, Lynch G, 2016. A primary cortical input to hippocampus expresses a pathway-specific and endocannabinoid-dependent form of long-term potentiation. eNeuro 3, 10049–10053. 10.1523/ENEURO.0160-16.2016 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Wassie AT, Zhao Y, Boyden ES, 2019. Expansion microscopy: principles and uses in biological research. Nat. Methods 10.1038/s41592-018-0219-4 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Willig KI, Barrantes FJ, 2014. Recent applications of superresolution microscopy in neurobiology. Curr. Opin. Chem. Biol 20, 16–21. 10.1016/j.cbpa.2014.03.021 [DOI] [PubMed] [Google Scholar]
- Wilson RI, Kunos G, Nicoll R. a, 2001. Presynaptic specificity of endocannabinoid signaling in the hippocampus. Neuron 31, 453–62. [DOI] [PubMed] [Google Scholar]
- Wilson RI, Nicoll R. a, 2001. Endogenous cannabinoids mediate retrograde signalling at hippocampal synapses. Nature 410, 588–92. 10.1038/35069076 [DOI] [PubMed] [Google Scholar]
- Wu X, Cai Q, Shen Z, Chen X, Zeng M, Du S, Zhang M, 2019. RIM and RIM-BP Form Presynaptic Active-Zone-like Condensates via Phase Separation. Mol. Cell 73, 971–984.e5. 10.1016/j.molcel.2018.12.007 [DOI] [PubMed] [Google Scholar]
- Xu K, Zhong G, Zhuang X, 2013. Actin, spectrin, and associated proteins form a periodic cytoskeletal structure in axons. Science 339, 452–6. 10.1126/science.1232251 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Yao Z, van Velthoven CTJ, Nguyen TN, Goldy J, Sedeno-Cortes AE, Baftizadeh F, Bertagnolli D, Casper T, Chiang M, Crichton K, Ding S-L, Fong O, Garren E, Glandon A, Gouwens NW, Gray J, Graybuck LT, Hawrylycz MJ, Hirschstein D, Kroll M, Lathia K, Lee C, Levi B, McMillen D, Mok S, Pham T, Ren Q, Rimorin C, Shapovalova N, Sulc J, Sunkin SM, Tieu M, Torkelson A, Tung H, Ward K, Dee N, Smith KA, Tasic B, Zeng H, 2021. A taxonomy of transcriptomic cell types across the isocortex and hippocampal formation. Cell 1–20. 10.1016/j.cell.2021.04.021 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zeng M, Shang Y, Araki Y, Guo T, Huganir RL, Zhang M, 2016. Phase Transition in Postsynaptic Densities Underlies Formation of Synaptic Complexes and Synaptic Plasticity. Cell 166, 1163–1175.e12. 10.1016/j.cell.2016.07.008 [DOI] [PMC free article] [PubMed] [Google Scholar]
- Zhang Z, Kenny SJ, Hauser M, Li W, Xu K, 2015. Ultrahigh-throughput single-molecule spectroscopy and spectrally resolved super-resolution microscopy. Nat. Methods 12, 935–8. 10.1038/nmeth.3528 [DOI] [PubMed] [Google Scholar]
- Zhou R, Han B, Xia C, Zhuang X, 2019. Membrane-associated periodic skeleton is a signaling platform for RTK transactivation in neurons. Science 365, 929–934. 10.1126/science.aaw5937 [DOI] [PMC free article] [PubMed] [Google Scholar]


