Abstract
Cortical synapses have structural, molecular and functional heterogeneity; our knowledge regarding the relationship between their ultrastructural and functional parameters is still fragmented. Here we asked how the neurotransmitter release probability and presynaptic [Ca2+] transients relate to the ultrastructure of rat hippocampal glutamatergic axon terminals. Two-photon Ca2+ imaging–derived optical quantal analysis and correlated electron microscopic reconstructions revealed a tight correlation between the release probability and the active-zone area. Peak amplitude of [Ca2+] transients in single boutons also positively correlated with the active-zone area. Freeze-fracture immunogold labeling revealed that the voltage-gated calcium channel subunit Cav2.1 and the presynaptic protein Rim1/2 are confined to the active zone and their numbers scale linearly with the active-zone area. Gold particles labeling Cav2.1 were nonrandomly distributed in the active zones. Our results demonstrate that the numbers of several active-zone proteins, including presynaptic calcium channels, as well as the number of docked vesicles and the release probability, scale linearly with the active-zone area.
This is a preview of subscription content, access via your institution
Access options
Subscribe to this journal
Receive 12 print issues and online access
$209.00 per year
only $17.42 per issue
Buy this article
- Purchase on Springer Link
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
Change history
23 November 2015
In the version of this article initially published, Figure 7h presented data from rat 2 but the corresponding legend gave statistics for rat 1. The legend originally read, “Density of gold particles labeling the Cav2.1 subunit within presynaptic active zones (mean ± s.d. = 395.8 ± 154.8 gold μm−2, n = 34 in rat 1) and in the surrounding extrasynaptic axonal plasma membrane (mean ± s.d. = 1.6 ± 2.4 gold μm−2, n = 32 in rat 1) in comparison with the background labeling calculated on E-face plasma membranes (mean ± s.d. = 0.6 ± 2.3 gold μm−2, n = 39; Psynaptic < 0.01, Pextrasynaptic = 0.73).” It has been changed to give the statistics for rat 2: “Density of gold particles labeling the Cav2.1 subunit within presynaptic active zones (mean ± s.d. = 293.8 ± 122 gold μm−2, n = 49 in rat 2) and in the surrounding extrasynaptic axonal plasma membrane (mean ± s.d. = 2.8 ± 4.0 gold μm−2, n = 49 in rat 2) in comparison with the background labeling calculated on E-face plasma membranes (mean ± s.d. = 0.33 ± 1.2 gold μm−2, n = 57; Psynaptic < 0.01, Pextrasynaptic = 0.06).” The error has been corrected in the HTML and PDF versions of the article.
References
Schikorski, T. & Stevens, C.F. Quantitative ultrastructural analysis of hippocampal excitatory synapses. J. Neurosci. 17, 5858–5867 (1997).
Shepherd, G.M. & Harris, K.M. Three-dimensional structure and composition of CA3–CA1 axons in rat hippocampal slices: implications for presynaptic connectivity and compartmentalization. J. Neurosci. 18, 8300–8310 (1998).
Atwood, H.L. & Karunanithi, S. Diversification of synaptic strength: presynaptic elements. Nat. Rev. Neurosci. 3, 497–516 (2002).
Takumi, Y., Ramirez-Leon, V., Laake, P., Rinvik, E. & Ottersen, O.P. Different modes of expression of AMPA and NMDA receptors in hippocampal synapses. Nat. Neurosci. 2, 618–624 (1999).
Racca, C., Stephenson, F.A., Streit, P., Roberts, J.D. & Somogyi, P. NMDA receptor content of synapses in stratum radiatum of the hippocampal CA1 area. J. Neurosci. 20, 2512–2522 (2000).
Nusser, Z. et al. Cell type and pathway dependence of synaptic AMPA receptor number and variability in the hippocampus. Neuron 21, 545–559 (1998).
Nimchinsky, E.A., Yasuda, R., Oertner, T.G. & Svoboda, K. The number of glutamate receptors opened by synaptic stimulation in single hippocampal spines. J. Neurosci. 24, 2054–2064 (2004).
Matsuzaki, M. et al. Dendritic spine geometry is critical for AMPA receptor expression in hippocampal CA1 pyramidal neurons. Nat. Neurosci. 4, 1086–1092 (2001).
Harris, K.M. & Stevens, J.K. Dendritic spines of CA1 pyramidal cells in the rat hippocampus: serial electron microscopy with reference to their biophysical characteristics. J. Neurosci. 9, 2982–2997 (1989).
Fields, R.D. & Ellisman, M.H. Synaptic morphology and differences in sensitivity. Science 228, 197–199 (1985).
Atwood, H.L. & Marin, L. Ultrastructure of synapses with different transmitter-releasing characteristics on motor axon terminals of a crab, Hyas areneas. Cell Tissue Res. 231, 103–115 (1983).
Propst, J.W. & Ko, C.P. Correlations between active zone ultrastructure and synaptic function studied with freeze-fracture of physiologically identified neuromuscular junctions. J. Neurosci. 7, 3654–3664 (1987).
Korn, H., Mallet, A., Triller, A. & Faber, D.S. Transmission at a central inhibitory synapse. II. quantal description of release, with a physical correlate for binomial n. J. Neurophysiol. 48, 679–707 (1982).
Murthy, V.N., Schikorski, T., Stevens, C.F. & Zhu, Y. Inactivity produces increases in neurotransmitter release and synapse size. Neuron 32, 673–682 (2001).
Branco, T., Marra, V. & Staras, K. Examining size-strength relationships at hippocampal synapses using an ultrastructural measurement of synaptic release probability. J. Struct. Biol. 172, 203–210 (2010).
Reyes, A. et al. Target-cell-specific facilitation and depression in neocortical circuits. Nat. Neurosci. 1, 279–285 (1998).
Thomson, A.M. Activity-dependent properties of synaptic transmission at two classes of connections made by rat neocortical pyramidal axons in vitro. J. Physiol. (Lond.) 502, 131–147 (1997).
Koester, H.J. & Johnston, D. Target cell-dependent normalization of transmitter release at neocortical synapses. Science 308, 863–866 (2005).
Rozov, A., Burnashev, N., Sakmann, B. & Neher, E. Transmitter release modulation by intracellular Ca2+ buffers in facilitating and depressing nerve terminals of pyramidal cells in layer 2/3 of the rat neocortex indicates a target cell-specific difference in presynaptic calcium dynamics. J. Physiol. (Lond.) 531, 807–826 (2001).
Losonczy, A., Zhang, L., Shigemoto, R., Somogyi, P. & Nusser, Z. Cell type dependence and variability in the short-term plasticity of EPSCs in identified mouse hippocampal interneurones. J. Physiol. (Lond.) 542, 193–210 (2002).
Xu-Friedman, M.A., Harris, K.M. & Regehr, W.G. Three-dimensional comparison of ultrastructural characteristics at depressing and facilitating synapses onto cerebellar Purkinje cells. J. Neurosci. 21, 6666–6672 (2001).
Oertner, T.G., Sabatini, B.L., Nimchinsky, E.A. & Svoboda, K. Facilitation at single synapses probed with optical quantal analysis. Nat. Neurosci. 5, 657–664 (2002).
Schneggenburger, R. & Neher, E. Intracellular calcium dependence of transmitter release rates at a fast central synapse. Nature 406, 889–893 (2000).
Bollmann, J.H., Sakmann, B. & Borst, J.G. Calcium sensitivity of glutamate release in a calyx-type terminal. Science 289, 953–957 (2000).
Bucurenciu, I., Bischofberger, J. & Jonas, P. A small number of open Ca2+ channels trigger transmitter release at a central GABAergic synapse. Nat. Neurosci. 13, 19–21 (2010).
Neher, E. Vesicle pools and Ca2+ microdomains: new tools for understanding their roles in neurotransmitter release. Neuron 20, 389–399 (1998).
Katz, B. & Miledi, R. The role of calcium in neuromuscular facilitation. J. Physiol. (Lond.) 195, 481–492 (1968).
Llinas, R., Steinberg, I.Z. & Walton, K. Relationship between presynaptic calcium current and postsynaptic potential in squid giant synapse. Biophys. J. 33, 323–351 (1981).
del Castillo, J. & Katz, B. Quantal components of the end-plate potential. J. Physiol. (Lond.) 124, 560–573 (1954).
Koester, H.J. & Sakmann, B. Calcium dynamics associated with action potentials in single nerve terminals of pyramidal cells in layer 2/3 of the young rat neocortex. J. Physiol. (Lond.) 529, 625–646 (2000).
Wu, L.G. & Saggau, P. Pharmacological identification of two types of presynaptic voltage-dependent calcium channels at CA3–CA1 synapses of the hippocampus. J. Neurosci. 14, 5613–5622 (1994).
Wheeler, D.B., Randall, A. & Tsien, R.W. Roles of N-type and Q-type Ca2+ channels in supporting hippocampal synaptic transmission. Science 264, 107–111 (1994).
Reid, C.A., Clements, J.A. & Bekkers, J.M. Nonuniform distribution of Ca2+ channel subtypes on presynaptic terminals of excitatory synapses in hippocampal cultures. J. Neurosci. 17, 2738–2745 (1997).
Masugi-Tokita, M. & Shigemoto, R. High-resolution quantitative visualization of glutamate and GABA receptors at central synapses. Curr. Opin. Neurobiol. 17, 387–393 (2007).
Hagiwara, A., Fukazawa, Y., Deguchi-Tawarada, M., Ohtsuka, T. & Shigemoto, R. Differential distribution of release-related proteins in the hippocampal CA3 area as revealed by freeze-fracture replica labeling. J. Comp. Neurol. 489, 195–216 (2005).
Lisman, J. Long-term potentiation: outstanding questions and attempted synthesis. Phil. Trans. R. Soc. Lond. B 358, 829–842 (2003).
Hefft, S. & Jonas, P. Asynchronous GABA release generates long-lasting inhibition at a hippocampal interneuron-principal neuron synapse. Nat. Neurosci. 8, 1319–1328 (2005).
Eggermann, E., Bucurenciu, I., Goswami, S.P. & Jonas, P. Nanodomain coupling between Ca2+ channels and sensors of exocytosis at fast mammalian synapses. Nat. Rev. Neurosci. 13, 7–21 (2012).
Bucurenciu, I., Kulik, A., Schwaller, B., Frotscher, M. & Jonas, P. Nanodomain coupling between Ca2+ channels and Ca2+ sensors promotes fast and efficient transmitter release at a cortical GABAergic synapse. Neuron 57, 536–545 (2008).
Mennerick, S. & Matthews, G. Ultrafast exocytosis elicited by calcium current in synaptic terminals of retinal bipolar neurons. Neuron 17, 1241–1249 (1996).
Christie, J.M., Chiu, D.N. & Jahr, C.E. Ca2+-dependent enhancement of release by subthreshold somatic depolarization. Nat. Neurosci. 14, 62–68 (2011).
Fedchyshyn, M.J. & Wang, L.Y. Developmental transformation of the release modality at the calyx of Held synapse. J. Neurosci. 25, 4131–4140 (2005).
Meinrenken, C.J., Borst, J.G. & Sakmann, B. Calcium secretion coupling at calyx of held governed by nonuniform channel-vesicle topography. J. Neurosci. 22, 1648–1667 (2002).
Ohana, O. & Sakmann, B. Transmitter release modulation in nerve terminals of rat neocortical pyramidal cells by intracellular calcium buffers. J. Physiol. (Lond.) 513, 135–148 (1998).
Llinas, R., Sugimori, M. & Silver, R.B. Microdomains of high calcium concentration in a presynaptic terminal. Science 256, 677–679 (1992).
DiGregorio, D.A., Peskoff, A. & Vergara, J.L. Measurement of action potential-induced presynaptic calcium domains at a cultured neuromuscular junction. J. Neurosci. 19, 7846–7859 (1999).
Frank, T., Khimich, D., Neef, A. & Moser, T. Mechanisms contributing to synaptic Ca2+ signals and their heterogeneity in hair cells. Proc. Natl. Acad. Sci. USA 106, 4483–4488 (2009).
Liu, K.S. et al. RIM-binding protein, a central part of the active zone, is essential for neurotransmitter release. Science 334, 1565–1569 (2011).
Kulik, A. et al. Immunocytochemical localization of the a1A subunit of the P/Q-type calcium channel in the rat cerebellum. Eur. J. Neurosci. 19, 2169–2178 (2004).
Tanaka, J. et al. Number and density of AMPA receptors in single synapses in immature cerebellum. J. Neurosci. 25, 799–807 (2005).
Gulyas, A.I. et al. Parvalbumin-containing fast-spiking basket cells generate the field potential oscillations induced by cholinergic receptor activation in the hippocampus. J. Neurosci. 30, 15134–15145 (2010).
Lorincz, A., Rozsa, B., Katona, G., Vizi, E.S. & Tamas, G. Differential distribution of NCX1 contributes to spine-dendrite compartmentalization in CA1 pyramidal cells. Proc. Natl. Acad. Sci. USA 104, 1033–1038 (2007).
Maravall, M., Mainen, Z.F., Sabatini, B.L. & Svoboda, K. Estimating intracellular calcium concentrations and buffering without wavelength ratioing. Biophys. J. 78, 2655–2667 (2000).
Lorincz, A. & Nusser, Z. Molecular identity of dendritic voltage-gated sodium channels. Science 328, 906–909 (2010).
Kulik, A. et al. Compartment-dependent colocalization of Kir3.2-containing K+ channels and GABAB receptors in hippocampal pyramidal cells. J. Neurosci. 26, 4289–4297 (2006).
Miyazaki, T. et al. Cav2.1 in cerebellar Purkinje cells regulates competitive excitatory synaptic wiring, cell survival, and cerebellar biochemical compartmentalization. J. Neurosci. 32, 1311–1328 (2012).
Acknowledgements
N.H. and A.L. are funded by Janos Bolyai Scholarships of the Hungarian Academy of Sciences. Z.N. is supported by Wellcome Trust Equipment (083484/Z/07/Z) and Project Grants (090197/Z/09/Z; 094513/Z/10/Z), a European Research Council Advanced Grant, and a Hungarian National Office for Research and Technology-French National Research Agency TéT Fund (NKTH-Neurogen). B.R. was supported by a GOP grant (1.1.1-08/1-2008-0085). A.K. is supported by a Deutsche Forschungsgemeinschaft (SFB 780) grant. We thank N. Suzuki (Mie University, Japan) for providing Cav2.1−/− mice, A. Unger for helping with the Cav2.1−/− replica labeling, E. Dobai and D. Ronaszéki for technical assistance, M. Sümegi for his help with the modeling, members of Synaptic Systems GmbH for providing the rabbit anti-Cav2.1 antibody, E. Neher and M. Eyre for their comments on the manuscript, and H. Koester for helpful discussions.
Author information
Authors and Affiliations
Contributions
N.H. performed all in vitro Ca2+ measurements and post hoc light- and electron microscopy analysis of the imaged structures. A.L. performed SDS-FRL for SNAP-25, Cav2.1 and Rim1/2, quantitatively analyzed reactions and performed simulations. G.K. developed the software. B.R. designed and built the two-photon microscope. A.K. performed SDS-FRL reactions for Cav2.1 in Cav2.1+/− and Cav2.1−/− mice. M.W. developed the guinea pig anti-Cav2.1 antibody. N.H. and Z.N. designed experiments and wrote the manuscript.
Corresponding author
Ethics declarations
Competing interests
B.R. and G.K. are the owners of Femtonics Ltd.
Supplementary information
Supplementary Text and Figures
Supplementary Figures 1–5 (PDF 586 kb)
Rights and permissions
About this article
Cite this article
Holderith, N., Lorincz, A., Katona, G. et al. Release probability of hippocampal glutamatergic terminals scales with the size of the active zone. Nat Neurosci 15, 988–997 (2012). https://doi.org/10.1038/nn.3137
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/nn.3137
This article is cited by
-
Membrane compression by synaptic vesicle exocytosis triggers ultrafast endocytosis
Nature Communications (2023)
-
Determinants of synapse diversity revealed by super-resolution quantal transmission and active zone imaging
Nature Communications (2022)
-
A calcium-based plasticity model for predicting long-term potentiation and depression in the neocortex
Nature Communications (2022)
-
Asynchronous glutamate release is enhanced in low release efficacy synapses and dispersed across the active zone
Nature Communications (2022)
-
Revealing nanostructures in brain tissue via protein decrowding by iterative expansion microscopy
Nature Biomedical Engineering (2022)