- Open Access
Excitability tuning of axons in the central nervous system
The Journal of Physiological Sciences volume 66, pages189–196(2016)
The axon is a long neuronal process that originates from the soma and extends towards the presynaptic terminals. The pioneering studies on the squid giant axon or the spinal cord motoneuron established that the axon conducts action potentials faithfully to the presynaptic terminals with self-regenerative processes of membrane excitation. Recent studies challenged the notion that the fundamental understandings obtained from the study of squid giant axons are readily applicable to the axons in the mammalian central nervous system (CNS). These studies revealed that the functional and structural properties of the CNS axons are much more variable than previously thought. In this review article, we summarize the recent understandings of axon physiology in the mammalian CNS due to progress in the subcellular recording techniques which allow direct recordings from the axonal membranes, with emphasis on the hippocampal mossy fibers as a representative en passant axons typical for cortical axons.
Morphology of axon
Axons are generally composed of three compartments, i.e., the axon hillock, the shaft, and the presynaptic terminal  (Fig. 1). The axon hillock is the compartment of neuron that connects the soma and the axon. The adjacent initial part of the axon, which is called the axon initial segment (AIS), usually generates action potentials in the physiological conditions [2, 3]. The axon shaft typically forms varicosities of presynaptic terminals with a bouton-like appearance along their course. These boutons are distributed as a “pearl-chain structure”, and often called en passant axons . For instance, hippocampal mossy fibers have approximately ten boutons per each axon on average . Each bouton of en passant axons contains numerous synaptic vesicles and multiple release sites, and synaptically connected with a number of postsynaptic neurons. Although the en passant axons enable nearly simultaneous output to multiple target neurons, they are also known as a risk factor of propagation failure of axonal spikes by “impedance mismatch” of thin axon shafts and large boutons. It is intriguing that hippocampal mossy fiber boutons express a high density of Na+ channels, which ensure the high fidelity of spike propagation and amplify the amplitude of the presynaptic action potentials for supporting the efficacy of transmitter releases .
The morphology of axons in the central nervous system (CNS) is classified in terms of myelination and arborization. Myelinated axons are covered by a myelin sheath composed of oligodendrocytes, and are well suited for saltatory conduction between the nodes of Ranvier, which speed up the velocity of action potential propagation along the axons [6, 7]. Axons of the layer 5 neocortical pyramidal cells, the cerebellar Purkinje cells, and the spinal cord motoneurons are representative myelinated axons which have been studied most extensively using electrophysiological experiments . In the layer 5 neocortical pyramidal neurons, the conduction velocity was estimated to be 2.9 m/s , while it was 70–80 m/s in the motoneurons . On the other hand, unmyelinated axons were not covered by a myelin sheath, which makes the propagation velocity much slower than in myelinated axons. Hippocampal mossy fiber, Schaffer collaterals, and cerebellum parallel fiber are all representative unmyelinated axons that are well characterized functionally with electrophysiological experiments . The conduction velocity of Schaffer collateral and hippocampal mossy fibers is estimated to be 0.25 m/s [10, 11].
In addition to myelination, the pattern of axon arborization or branching may affect the information flow and functional properties of the axon. The branching pattern of axons varies between the cell types. Hippocampal CA3 pyramidal cells had at least 100–200 branch points . Moreover, hippocampal basket cells, an inhibitory interneuron, have much more axonal arborization for the synchronization of a large population of the targeted cells during network activity and oscillation [13, 14]. Axon branching is also known as a risk factor of propagation failure because of the “impedance mismatch” of parent and daughter axons .
Subcellular recordings from the axon in the CNS
The first quantitative description of axonal membrane excitability was achieved through electrophysiological experiments in the squid giant axon, which could be easily impaled with glass microelectrodes because of its exceptionally large diameter (~400 μm) . Density and gating of basic ionic channels, i.e., Na+, K+, and leak conductances, were examined rigorously with the voltage-clamp method, and the theoretical model with the equation describing the dynamics of axonal membrane potential successfully predicted the action potentials precisely similar to those obtained experimentally. It should be noted that the Hodgkin Huxley model has been often used to predict membrane potential changes and network dynamics of CNS in many recent modeling studies.
Local control as well as activity-dependent tuning of axonal excitability need to be investigated in order to elucidate the mechanisms underlying information processing and circuit functions in the brain. However, the direct electrophysiological recordings from an axonal membrane in the CNS were almost impossible because of the small size of diameter of axon shafts (0.2–1 μm in diameter) and the complex arborization. Recent attempts to record directly from axons by visualizing the axon shafts and the terminals with the aid of an infrared differential interference microscope (with or without fluorescent labelings) overcame the limitation of recordings from these small structures. The first subcellular recording of a mammalian CNS neuron was obtained from the dendrite and the axon of neurocritical pyramidal cell using whole-cell current clamp recordings . Using this approach, they uncovered the backpropagation of axonal action potentials into the dendrites, which is important for dendritic integration and plasticity.
Thereafter, the efforts for recording from axon terminals (Fig. 2a) were directed to the auditory relay synapse in the brainstem, so-called the calyx of Held . This exceptionally large axon terminal was well suited for whole-cell recording from the axon terminals, and therefore was used not only for studying the ionic basis of excitability but also for elucidating the molecular mechanisms of neuronal transmitter release. The calyx of Held is the best-studied axon terminals in the CNS, and is the current leading model of the studies in the presynaptic mechanisms. In addition, large axon terminals of hippocampal mossy fibers were also studied extensively by subcellular recordings [19, 20] with whole-cell configuration. Hippocampal mossy fibers form en passant synapses with multiple postsynaptic neurons, and display unique presynaptic forms of synaptic plasticity. It had been shown that a high density of voltage-dependent Na+ conductance at the mossy fiber boutons ensured the propagation of action potentials over multiple boutons on en passant axons .
Another approach to assess the ionic channels in the axon is to record from axonal blebs (Fig. 2b). While making brain slices, the cut end of the axon on the surface of slice gets sealed to form spherical structures of 3–6 μm in diameter, which are called “axonal bleb” and are well suited for patch-clamp recording. This method revealed distribution of ionic channels in axon shafts which are usually too thin to access with the recording pipette. In previous studies, the axonal bleb recording was applied to the axons of the layer 5 neocortical pyramidal cells [8, 21], the hippocampal CA3 pyramidal cells [22, 23], and the hippocampal granule cells . By systematic efforts to directly record ionic channels along axon, axonal bleb recording approach revealed important aspects for understanding axon physiology including the distribution of maximal conductance and difference in gating kinetics of voltage-dependent Na+ channels, as well as the exact site of spike initiation in the AIS.
Although the recording from axonal blebs supplies direct information on ionic conductance of the axon shafts, it may not reflect the properties of intact axonal membrane in the physiological conditions. A previous study demonstrated that the resealed bleb could cause an increase in the length constant of the axonal cable, which had to be considered that the passive properties of the axonal membrane can be changed in the axonal blebs . To overcome this issue, recent studies have successfully obtained the direct recording from the intact axonal shaft (Fig. 2c). Targeted cell-attached recordings from axons of hippocampal pyramidal cells in culture, with the aid of a glass pipette coated with Alexa Fluor-conjugated albumin, revealed analogue modulation of action potentials during conduction along the axon . Recently, direct whole-cell recordings from the axon shaft were performed on the basket cells in the hippocampus, and revealed that the high density of Na+ channels at the distal axons enabled reliable spike propagation even with extensive branching for the synchronous network activity of neuronal ensembles . In contrast, whole-cell recordings from the axon shaft and the terminal of cerebellar Purkinje cells in culture revealed that the low excitability of the distal axons due to the low density of Na+ channels may cause activity-dependent conduction failure at the distal axons leading to synaptic depression . As is obvious in these previous studies, advances in the recording techniques can provide new insights on the understandings of axon properties and functions in the CNS.
Distribution of Na+ channels
The subcellular recordings from axons have demonstrated the distribution of ionic conductances along axons, especially of voltage-dependent Na+ channels, which are most important for initiation of action potentials and their propagation. Direct recording from axons also revealed the differences in the properties of ionic channels, such as gating kinetics as well as voltage-dependency, in the axon from those in the soma. In general, the expression of Na+ channels is much higher in the axon, especially at the AIS, to support reliable spike initiation at the AIS and safe spike propagation along the axon.
In myelinated axons of neocortical pyramidal neurons, it was demonstrated that the density of voltage-gated Na+ (Nav) channels in the AIS were 40–50 times higher than that of the soma [27, 28]. In unmyelinated axons of hippocampal mossy fibers, the density of Nav channels in the AIS was estimated to be fivefold higher than that in the soma . These electrophysiological data are consistent with the findings of morphological study with immunohistochemistry. In hippocampal mossy fibers, the average staining of the Pan Nav immunoreactivity, which detects the expression levels of Nav channels, was found to exist about several folds higher in AIS than in the soma and peak at proximal axon at 18 µm from the soma . The spatial distribution of immunoreactivity of AIS marker ankyrin G was also the same propensity as the Pan Nav signal. These data indicate that the density of Nav is highest at AIS along somato-axonal axis of unmyelinated mossy fibers.
Direct electrophysiological recording from AIS in combination with immunohistochemistry revealed a refined distribution of sodium channel subtypes within AIS. In layer 5 neocortical pyramidal neurons, low threshold type Nav1.6 was distributed at the distal portion of an AIS, which promoted action potential initiation at the distal portion of AIS, whereas high threshold type Nav1.2 was distributed at the proximal axon and enabled backpropagation of action potentials to the somato-dendritic compartment .
The Nav channel properties in the presynaptic terminals have also been investigated. A previous study showed that the density of Nav channels was very low at the presynaptic terminal of calyx of Held . Therefore, the action potential invasion into the presynaptic terminals is supposed to be a passive process. In contrast, the direct recording of the hippocampal mossy fiber terminals revealed a high density of Na+ conductance of around 490 pS/µm2 . Presynaptic Na+ channels have been shown to amplify the presynaptic action potentials and boost the presynaptic Ca2+ influx.
The density of Nav channel in the axon shaft has been also examined by recording from axonal bleb. In hippocampal mossy fibers, Nav channel density was highest in the proximal parts of the axon and gradually decreased towards the distal part of the axon . The Nav channel density in the distal axon was estimated to be 400 pS/µm2, which is very close to that in mossy fiber bouton [5, 29].
Distribution of K+ channels
Voltage-dependent as well as Ca2+-dependent K+ channels contribute to the repolarizing phase of action potentials in the central nervous system. Molecular diversity as well as use-dependent or neuromodulator-dependent regulation of K+ channels is well suited for the analogue tuning of the excitability of axon. Although the Hodgkin–Huxley-type model assumes non-inactivating (delayed rectifier) voltage-dependent K+ channels in squid giant axons, it has to be mentioned that the voltage-dependent K+ channels in the CNS axons include inactivating-type K+ channels such as Kv1 or Kv3.
In most parts of the CNS axon, Nav channels are exclusively composed of three isoforms: Nav1.1, Nav1.2, and Nav1.6. For example, Nav1.2 is homogeneously distributed in unmyelinated fibers and supports the action potential propagation . In contrast, there are a wide variety of subtypes of voltage-gated K+ (Kv) channels distributed in the CNS axon. Kv channels were classically thought to accelerate the repolarizing phase of action potentials . Thanks to advances in subcellular recordings, additional functions of Kv channels have been explored. For, example, Kv1, Kv3, and BKCa (large-conductance calcium- and voltage-activated potassium channels) were located on the hippocampal mossy fiber boutons [19, 31], which differently contributed to presynaptic action potential repolarization. During the repetitive stimulation, action potential waveforms were broadened in the axon terminal but not in the soma , which could be caused by the accumulation of Kv1 channel inactivation. This activity-dependent, short-term broadening of the action potentials contributes to increases in the presynaptic Ca2+ influx and enhances transmitter release. Importantly, axonal action potentials can be amplified or broadened during the repetitive action potentials, and therefore are susceptible to analogue modulation during propagation along the axons, in contrast to the prevailing notion of digital signal processing in the axon.
In cerebellar stellate cells, Kv1 channels determined action potential repolarization at the AIS, while Kv3 channels contributed to the spike repolarization at the presynaptic boutons . Localized Kv1 expression at the AIS limits use-dependent broadening of action potentials to the proximal axons. On the other hand, Kv3 at the boutons uncouples use-dependent modification of action potential at the release sites. Kv7/KCNQ channels were found in the AIS and determined the excitability of pyramidal CA1 cell axons . In layer 5 neocortical pyramidal neurons, Kv7 channels and Nav were colocalized at AIS and nodes of Ranvier . Interestingly, these axonal Kv7 channels were minimally recruited during an action potential, while nodal Kv7 channels were found to increase Nav channel availability and action potential amplitude by stabilizing the resting membrane potential . In hippocampal granule cell axons, the activity of axonal Kv7 channels were attenuated by decreasing axonal intracellular Ca2+ levels, which decreased the action potential threshold .
Unique properties of axonal Na+ channels
The classical description of dynamic properties of gating of ion channels is based on the Hodgkin and Huxley model (HH model) composed of the three basic ionic channels, i.e., Na+, K+, and leak conductance . This model was based on the experiments performed on the squid giant axons more than 60 years ago, and is still useful to simulate the neuronal excitation and network activity in recent numerical simulation studies. However, recent direct recordings from mammalian CNS axons revealed more complex gating and variable kinetics of ion channels than those in the squid giant axons.
Depending on the neuron types, the kinetic model of gating of Na+ and K+ channels was modified from those in the original HH model to better fit the experimental data. Direct recordings from hippocampal mossy fibers revealed the slightly faster gating of axonal Nav channels . In addition, the gating model of axonal Nav channels on the mossy fibers assumes more complex processes for activation. Although the classical HH model assuming three identical rate constants  does not accurately describe the behavior of axonal Nav channels, the six-state  or the eight-state gating models  have been proposed to fit the experimental data.
It was noted that the properties of axonal ionic channels are different from those in the soma. In the layer 5 neocortical pyramidal neurons or hippocampal mossy fibers, it has been reported that Nav channels of the proximal axon activate and inactive faster than somatic Nav channels [21, 28, 29, 38]. These kinetic differences contributed to optimize the efficacy of energy consumption of the axonal membrane during action potential generation. The action potential is generated by inward current through Nav channels and subsequent outward current through Kv channels. Since the Na+ influx and K+ efflux counteract for membrane polarization, the time overlap between inward Nav channel currents and outward Kv channel currents during the action potentials consume more energy for settling the ionic imbalance caused by generation of action potentials by activating ionic pumps for Na+ and K+ movements. A previous study demonstrated that influx of fourfold of Na+ ions of the theoretical minimum (without overlap of counterflow of K+ efflux) is required to generate action potentials in squid giant axon . In hippocampal mossy fibers, however, a fast onset and fast decay of Na+ current and a delayed onset of K+ current could minimize the overlap of their respective ion fluxes, which results in reducing energy demand for generating action potentials to only 1.3 times of the theoretical minimum . Therefore, axonal Na+ and K+ channels seem to be optimized in terms of efficacy of energy consumption of the neuron for activating ionic pumps in the axonal membranes to balance ionic environment during neuronal activity.
Site of spike initiation
The pioneering study in the spinal cord motoneuron demonstrated that action potentials were generated in the axon initial segments (AIS) and propagated orthodromically to the presynaptic terminals and also invaded into somatodendritic compartments . On the other hand, under specific conditions, action potentials can be initiated in the dendrites of cortical neurons , hippocampal neurons , or cerebellar Purkinje cells . The detection of spike initiation sites under physiological conditions was conducted using simultaneous axon-soma recordings in the layer 5 neocortical pyramidal neurons . Based on the comparison of the spike latencies between the axon and the somatodendritic compartments, it had been found that the onset of action potentials in the proximal axon was always faster than that in the soma. This data supported the idea that the proximal axon is the spike initiation site under physiological conditions. Further studies with systematic changes in the recording sites revealed the spike initiation sites of the axon in more detail. For example, the initiation sites of unmyelinated axons are estimated to be located between 20 and 40 µm from the soma [14, 29, 43] and those of myelinated axons were estimated to be between 15 and 40 µm from the soma [3, 9, 44, 45]. Based on these studies, it has been demonstrated that action potentials are generated in the proximal axon (AIS) and propagate orthodromically towards the axon terminals.
Although the previous study in the spinal cord motoneuron predicted that the voltage threshold was 10–20 mV lower in AIS than in the soma , there was little experimental evidence in mammalian neurons. Direct dual current clamp recordings from the AIS and the soma of layer 5 neocortical pyramidal neurons showed that the current threshold to elicit an action potential was lower in the AIS , as expected from the high density of Nav channels in the AIS. Interestingly, the voltage threshold defined as the membrane potential was higher in the AIS than in the soma. This surprising observation was interpreted as follows. Highly abundant expression of the voltage-dependent Na+ channels in AIS not only initiates action potentials at the AIS but also drives a slow subthreshold depolarization at the AIS prior to the fast action potential. Since this subthreshold depolarization does not propagate to the soma, somatic action potentials showed apparently lower voltage threshold than those recorded at the AIS .
In some specific conditions, the spikes are exceptionally generated in distal axons and propagate antidromically towards the somatodendritic compartments. These ectopic spikes were initially observed under pathological conditions of hyperexcitability , but recent studies demonstrated that these ectopic spikes can occur even in physiological conditions. In hippocampal CA1 interneurons, repeated and prolonged somatic current injections triggered persistent firings, which outlast stimulation period and continued after stopping the current injection, and were suggested to generate in the distal axon. This unique plasticity of axonal excitability was called persistent firing or retroaxonal barrage firing . Furthermore, ectopic spikes were also shown to be generated in the CA3 pyramidal cell during gamma-range frequency oscillation  or in the CA1 pyramidal cell during sharp wave ripple . Although the exact mechanisms of generation of ectopic action potentials remain to be determined, it was suggested that gap junction may contribute to this persisting change in axonal excitability [51, 52]. The possible function of ectopic spikes is maintenance of fast neuronal network activity [13, 14]. In addition, the ectopic spikes in neurogliaform (NG) interneurons of the hippocampus monitored excitability of their neighboring cells, providing a distributed inhibition that can outlast the original stimulus to prevent hyperexcitability . The underlying mechanisms and functional significance of ectopic spike generated at distal axons, however, still remains largely unknown.
Fidelity of spike propagation
Under physiological conditions, the axons of mammalian neurons carry action potentials with high fidelity. However, in some specific conditions, action potentials generated in the AIS cannot propagate faithfully towards the presynaptic terminals, and are called propagation failures. Both geometrical factors (such as arbolization and varicosity formation) as well as channel properties (inactivation of Nav channels) are important for determining the propagation failure.
The axon branching and the arborization of neurons are risk factors of the propagation failure [54–56]. It was also noted that propagation failures occurred when action potentials enter into the axon terminals or en passant boutons [57, 58]. It was also pointed out that failure may also occur when antidromic spikes invade the soma . The propagation failure happens due to “impedance mismatch”, which occurs when an action potential enters a space with a different diameter .
The repetitive stimulation of axons caused the frequency-dependent propagation failure. For example, axonal spikes occasionally failed when the CA3 pyramidal neuron fired at 30–40 Hz . In cerebellar Purkinje cells, axonal spikes failed when firing exceeded 250 Hz . On the other hand, mossy fibers in the cerebellum had been shown to have higher fidelity of spike propagation up to 1.6 kHz . The spike propagation may fail, at least in part, as a result of accumulation of K+ ions around the axon and prolonged depolarization of the membrane potentials which cause steady-state inactivation of the Nav. In the crayfish motor axons, local application of a low concentration of potassium could recover from the propagation failures of axons . The regulatory mechanism of propagation failure by neuronal activity or local environment is an issue to be addressed in future studies.
Analogue tuning of axonal spike waveforms
Modulation of action potential duration affect the subsequent transmitter release process at the axon terminals. Although the experimental evidence is limited so far, several studies have demonstrated analogue tuning of axonal spikes at the single axon or single terminal level.
Action potential width at the hippocampal mossy fiber terminals was broadened by the repetitive stimuli at short intervals . It was revealed that this was due to progressive inhibition of voltage-dependent K+ channels shaping repolarizing phase of the action potentials. Another intriguing example of analogue tuning was demonstrated at the axons of hippocampal CA3 pyramidal cells in culture . Since local application of glutamate caused broadening of axonal action potentials, it will be interesting to test the heterosynaptic interaction from the neighboring axon terminals that release glutamate. It will also be important to study the influence of gliotransmitters released from the surrounding astrocytes.
Hippocampal mossy fiber as a model of cortical en passant axons
Hippocampal mossy fiber is an excellent model system for studying physiology of cortical unmyelinated axons. Morphology of the relatively simple structure of en passant axons without extensive branching was described in detail [64, 65]. It was notable that accumulating experimental data of membrane properties and ionic conductance were also available by direct recoding from the axon terminals [5, 19, 20, 31, 39] and from the axonal blebs [24, 29]. Taking advantage of the precise anatomical and physiological data, it is ideal for reconstructing the realistic model of spike propagation along the axons [5, 29, 39]. In fact, several important features of axonal spike were revealed for the first time in the CNS. These include high excitability of en passant boutons , activity-dependent broadening of the axonal spike waveform , and analogue signaling of subthreshold somatic depolarization to the axon .
We recently developed a loose-patch clamp technique from the mossy fiber boutons resolved extracellular unit action potentials of axon, which occur in an all-or-none fashion, with high signal-to-noise ratio. Since extremely large boutons several μm in diameter are readily identified (Fig. 3) under the optics with infrared differential interference contrast (IR-DIC), direct loose-patch clamp recordings from the individual boutons are readily applicable. By quantitative evaluation of the amplitude as well as the time course of “axonal units”, it will be feasible to evaluate the activity-dependent control of the axonal spike, testing on the prevailing notion of digital signaling in the axons. Analogue control of axonal spikes by changes in local microenvironment [23, 63] will be an important issue to be tested.
In this review article, we focused on recent progresses in the neurobiological studies of the excitability of axon in the CNS. It is notable that the experimental data on the molecular and cellular mechanisms underlying action potential initiation and propagation in CNS axons are severely limited, although the understanding of excitability tuning of the CNS axons is a fundamental issue to be addressed. Promising approaches are the subcellular patch-clamp recordings from the axons or the axon terminals. Although optical detection of action potentials with new generation of ultrasensitive genetically encoded calcium indicator (e.g., GCaMP6 ) or membrane potential indicator (e.g., archaerhodopsin ) can detect the spike of single axon terminals in the cultured hippocampal neurons , the excellent signal-to-noise ratio as well as ultrafast temporal resolution of the electrophysiological recording is surely needed to study analogue modulation of axonal spikes. Direct electrophysiological recording from the hippocampal mossy fiber boutons will help reveal many important and fundamental issues relating to the local and fine-tuning of the excitability of the axons in the CNS.
Debanne D, Campanac E, Bialowas A, Carlier E, Alcaraz G (2011) Axon physiology. Physiol Rev 91:555–602
Coombs JS, Curtis DR, Eccles JC (1957) The interpretation of spike potentials of motoneurones. J Physiol 139:198–231
Stuart G, Schiller J, Sakmann B (1997) Action potential initiation and propagation in rat neocortical pyramidal neurons. J Physiol 505(Pt 3):617–632
Acsády L, Kamondi A, Sík A, Freund T, Buzsáki G (1998) GABAergic cells are the major postsynaptic targets of mossy fibers in the rat hippocampus. J Neurosci 18:3386–3403
Engel D, Jonas P (2005) Presynaptic action potential amplification by voltage-gated Na+ channels in hippocampal mossy fiber boutons. Neuron 45:405–417
Lillie RS (1925) Factors affecting transmission and recovery in the passive iron nerve model. J Gen Physiol 7:473–507
Huxley AF, Stampfli R (1949) Evidence for saltatory conduction in peripheral myelinated nerve fibres. J Physiol 108:315–339
Kole MH, Letzkus JJ, Stuart GJ (2007) Axon initial segment Kv1 channels control axonal action potential waveform and synaptic efficacy. Neuron 55:633–647
Gogan P, Gueritaud JP, Tyc-Dumont S (1983) Comparison of antidromic and orthodromic action potentials of identified motor axons in the cat’s brain stem. J Physiol 335:205–220
Andersen P, Soleng AF, Raastad M (2000) The hippocampal lamella hypothesis revisited. Brain Res 886:165–171
Kress GJ, Dowling MJ, Meeks JP, Mennerick S (2008) High threshold, proximal initiation, and slow conduction velocity of action potentials in dentate granule neuron mossy fibers. J Neurophysiol 100:281–291
Ishizuka N, Weber J, Amaral DG (1990) Organization of intrahippocampal projections originating from CA3 pyramidal cells in the rat. J Comp Neurol 295:580–623
Gulyás AI, Miles R, Hájos N, Freund TF (1993) Precision and variability in postsynaptic target selection of inhibitory cells in the hippocampal CA3 region. Eur J Neurosci 5:1729–1751
Hu H, Jonas P (2014) A supercritical density of Na+ channels ensures fast signaling in GABAergic interneuron axons. Nat Neurosci 17:686–693
Debanne D (2004) Information processing in the axon. Nat Rev Neurosci 5:304–316
Hodgkin AL, Huxley AF (1952) A quantitative description of membrane current and its application to conduction and excitation in nerve. J Physiol 117:500–544
Stuart G, Häusser M (1994) Initiation and spread of sodium action potentials in cerebellar Purkinje cells. Neuron 13:703–712
Forsythe ID (1994) Direct patch recording from identified presynaptic terminals mediating glutamatergic EPSCs in the rat CNS, in vitro. J Physiol 479(Pt 3):381–387
Geiger JR, Jonas P (2000) Dynamic control of presynaptic Ca2+ inflow by fast-inactivating K+ channels in hippocampal mossy fiber boutons. Neuron 28:927–939
Bischofberger J, Engel D, Li L, Geiger JR, Jonas P (2006) Patch-clamp recording from mossy fiber terminals in hippocampal slices. Nat Protoc 1:2075–2081
Shu Y, Hasenstaub A, Duque A, Yu Y, McCormick DA (2006) Modulation of intracortical synaptic potentials by presynaptic somatic membrane potential. Nature 441:761–765
Sasaki T, Matsuki N, Ikegaya Y (2011) Action-potential modulation during axonal conduction. Science 331:599–601
Kim S, Guzman SJ, Hu H, Jonas P (2012) Active dendrites support efficient initiation of dendritic spikes in hippocampal CA3 pyramidal neurons. Nat Neurosci 15:600–606
Schmidt-Hieber C, Jonas P, Bischofberger J (2008) Action potential initiation and propagation in hippocampal mossy fibre axons. J Physiol 586:1849–1857
Sasaki T, Matsuki N, Ikegaya Y (2012) Targeted axon-attached recording with fluorescent patch-clamp pipettes in brain slices. Nat Protoc 7:1228–1234
Kawaguchi SY, Sakaba T (2015) Control of inhibitory synaptic outputs by low excitability of axon terminals revealed by direct recording. Neuron 85:1273–1288
Kole MH, Ilschner SU, Kampa BM, Williams SR, Ruben PC, Stuart GJ (2008) Action potential generation requires a high sodium channel density in the axon initial segment. Nat Neurosci 11:178–186
Hu W, Tian C, Li T, Yang M, Hou H, Shu Y (2009) Distinct contributions of Nav1.6 and Nav1.2 in action potential initiation and backpropagation. Nat Neurosci 12:996–1002
Schmidt-Hieber C, Bischofberger J (2010) Fast sodium channel gating supports localized and efficient axonal action potential initiation. J Neurosci 30:10233–10242
Leão RM, Kushmerick C, Pinaud R, Renden R, Li GL, Taschenberger H, Spirou G, Levinson S, von Gersdorff H (2005) Presynaptic Na+ channels: locus, development, and recovery from inactivation at a high-fidelity synapse. J Neurosci 25:3724–3738
Alle H, Kubota H, Geiger JR (2011) Sparse but highly efficient Kv3 outpace BKCa channels in action potential repolarization at hippocampal mossy fiber boutons. J Neurosci 31:8001–8012
Rowan MJ, Tranquil E, Christie JM (2014) Distinct Kv channel subtypes contribute to differences in spike signaling properties in the axon initial segment and presynaptic boutons of cerebellar interneurons. J Neurosci 34:6611–6623
Vervaeke K, Gu N, Agdestein C, Hu H, Storm JF (2006) Kv7/KCNQ/M-channels in rat glutamatergic hippocampal axons and their role in regulation of excitability and transmitter release. J Physiol 576:235–256
Pan Z, Kao T, Horvath Z, Lemos J, Sul JY, Cranstoun SD, Bennett V, Scherer SS, Cooper EC (2006) A common ankyrin-G-based mechanism retains KCNQ and Nav channels at electrically active domains of the axon. J Neurosci 26:2599–2613
Battefeld A, Tran BT, Gavrilis J, Cooper EC, Kole MH (2014) Heteromeric Kv7.2/7.3 channels differentially regulate action potential initiation and conduction in neocortical myelinated axons. J Neurosci 34:3719–3732
Martinello K, Huang Z, Lujan R, Tran B, Watanabe M, Cooper EC, Brown DA, Shah MM (2015) Cholinergic afferent stimulation induces axonal function plasticity in adult hippocampal granule cells. Neuron 85:346–363
Baranauskas G, Martina M (2006) Sodium currents activate without a Hodgkin-and-Huxley-type delay in central mammalian neurons. J Neurosci 26:671–684
Colbert CM, Pan E (2002) Ion channel properties underlying axonal action potential initiation in pyramidal neurons. Nat Neurosci 5:533–538
Alle H, Roth A, Geiger JR (2009) Energy-efficient action potentials in hippocampal mossy fibers. Science 325:1405–1408
Houchin J (1973) Procion Yellow electrodes for intracellular recording and staining of neurones in the somatosensory cortex of the rat. J Physiol 232:67P–69P
Wong RK, Prince DA, Basbaum AI (1979) Intradendritic recordings from hippocampal neurons. Proc Natl Acad Sci USA 76:986–990
Llinas R, Nicholson C (1971) Electrophysiological properties of dendrites and somata in alligator Purkinje cells. J Neurophysiol 34:532–551
Meeks JP, Jiang X, Mennerick S (2005) Action potential fidelity during normal and epileptiform activity in paired soma-axon recordings from rat hippocampus. J Physiol 566:425–441
Khaliq ZM, Raman IM (2006) Relative contributions of axonal and somatic Na channels to action potential initiation in cerebellar Purkinje neurons. J Neurosci 26:1935–1944
Yu Y, Shu Y, McCormick DA (2008) Cortical action potential backpropagation explains spike threshold variability and rapid-onset kinetics. J Neurosci 28:7260–7272
Kole MH, Stuart GJ (2008) Is action potential threshold lowest in the axon? Nat Neurosci 11:1253–1255
Pinault D (1995) Backpropagation of action potentials generated at ectopic axonal loci: hypothesis that axon terminals integrate local environmental signals. Brain Res Brain Res Rev 21:42–92
Sheffield ME, Best TK, Mensh BD, Kath WL, Spruston N (2011) Slow integration leads to persistent action potential firing in distal axons of coupled interneurons. Nat Neurosci 14:200–207
Dugladze T, Schmitz D, Whittington MA, Vida I, Gloveli T (2012) Segregation of axonal and somatic activity during fast network oscillations. Science 336:1458–1461
Ego-Stengel V, Wilson MA (2010) Disruption of ripple-associated hippocampal activity during rest impairs spatial learning in the rat. Hippocampus 20:1–10
Draguhn A, Traub RD, Schmitz D, Jefferys JG (1998) Electrical coupling underlies high-frequency oscillations in the hippocampus in vitro. Nature 394:189–192
LeBeau FE, Traub RD, Monyer H, Whittington MA, Buhl EH (2003) The role of electrical signaling via gap junctions in the generation of fast network oscillations. Brain Res Bull 62:3–13
Suzuki N, Tang CS, Bekkers JM (2014) Persistent barrage firing in cortical interneurons can be induced in vivo and may be important for the suppression of epileptiform activity. Front Cell Neurosci 8:76
Deschênes M, Landry P (1980) Axonal branch diameter and spacing of nodes in the terminal arborization of identified thalamic and cortical neurons. Brain Res 191:538–544
Ducreux C, Reynaud JC, Puizillout JJ (1993) Spike conduction properties of T-shaped C neurons in the rabbit nodose ganglion. Pflugers Arch 424:238–244
Debanne D, Guérineau NC, Gähwiler BH, Thompson SM (1997) Action-potential propagation gated by an axonal IA-like K+ conductance in hippocampus. Nature 389:286–289
Bourque CW (1990) Intraterminal recordings from the rat neurohypophysis in vitro. J Physiol 421:247–262
Jackson MB, Zhang SJ (1995) Action potential propagation and propagation block by GABA in rat posterior pituitary nerve terminals. J Physiol 483(Pt 3):597–611
Evans CG, Ludwar BCh, Cropper EC (2007) Mechanoafferent neuron with an inexcitable somatic region: consequences for the regulation of spike propagation and afferent transmission. J Neurophysiol 97:3126–3130
Meeks JP, Mennerick S (2007) Action potential initiation and propagation in CA3 pyramidal axons. J Neurophysiol 97:3460–3472
Monsivais P, Clark BA, Roth A, Häusser M (2005) Determinants of action potential propagation in cerebellar Purkinje cell axons. J Neurosci 25:464–472
Ritzau-Jost A, Delvendahl I, Rings A, Byczkowicz N, Harada H, Shigemoto R, Hirrlinger J, Eilers J, Hallermann S (2014) Ultrafast action potentials mediate kilohertz signaling at a central synapse. Neuron 84:152–163
Smith DO (1980) Mechanisms of action potential propagation failure at sites of axon branching in the crayfish. J Physiol 301:243–252
Amaral DG, Dent JA (1981) Development of the mossy fibers of the dentate gyrus: I. A light and electron microscopic study of the mossy fibers and their expansions. J Comp Neurol 195:51–86
Galimberti I, Gogolla N, Alberi S, Santos AF, Muller D, Caroni P (2006) Long-term rearrangements of hippocampal mossy fiber terminal connectivity in the adult regulated by experience. Neuron 50:749–763
Alle H, Geiger JR (2006) Combined analog and action potential coding in hippocampal mossy fibers. Science 311:1290–1293
Chen TW, Wardill TJ, Sun Y, Pulver SR, Renninger SL, Baohan A, Schreiter ER, Kerr RA, Orger MB, Jayaraman V, Looger LL, Svoboda K, Kim DS (2013) Ultrasensitive fluorescent proteins for imaging neuronal activity. Nature 499:295–300
Maclaurin D, Venkatachalam V, Lee H, Cohen AE (2013) Mechanism of voltage-sensitive fluorescence in a microbial rhodopsin. Proc Natl Acad Sci USA 110:5939–5944
Hoppa MB, Gouzer G, Armbruster M, Ryan TA (2014) Control and plasticity of the presynaptic action potential waveform at small CNS nerve terminals. Neuron 84:778–789
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The author(s) declare that they have no competing interests.
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Ohura, S., Kamiya, H. Excitability tuning of axons in the central nervous system. J Physiol Sci 66, 189–196 (2016). https://doi.org/10.1007/s12576-015-0415-2
- Initial segment
- En passant axons
- Mossy fiber
- Propagation failure
- Subcellular recording