Abstract
Norepinephrine (NE) is widely distributed throughout the brain. It modulates intrinsic currents, as well as amplitude and frequency of synaptic transmission affecting the ‘signal-to-noise ratio’ of sensory responses. In the visual cortex, α1- and β-adrenergic receptors (AR) gate opposing effects on long-term plasticity of excitatory transmission. Whether and how NE recruits these plastic mechanisms is not clear. Here, we show that NE modulates glutamatergic inputs with different efficacies for α1- and β-AR. As a consequence, the priming of synapses with different NE concentrations produces dose-dependent competing effects that determine the temporal window of spike-timing dependent plasticity (STDP). While a low NE concentration leads to long-term depression (LTD) over broad positive and negative delays, a high NE concentration results in bidirectional STDP restricted to very narrow intervals. These results indicate that the local availability of NE, released during emotional arousal, determines the compound modulatory effect and the output of STDP.
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Introduction
The locus coeruleus (LC) is a widespread projection system that supplies norepinephrine (NE) to the entire central nervous system (CNS)1. NE is released both tonically and phasically from axonal varicosities in the efferent circuits targeted by the LC and directly supports arousal-related brain states and behavior2,3. In cortical neurons, NE has been proposed to enhance the ‘signal-to-noise ratio’ and to change receptive field properties by potentiating strong synaptic responses and reducing weak ones, or alternatively, by ‘gating’ otherwise subthreshold synaptic inputs1.
Studies in vitro have shown that NE modulates intrinsic cellular excitability4 and synaptic transmission5,6 in the cortex. However, NE exerts complex excitatory and inhibitory effects and many contradicting results have been reported. It is possible that the distinct actions attributed to NE are in fact mediated by different effective concentrations of NE activating specific adrenergic receptor subtypes in target circuits. Indeed, the three main adrenergic receptor (AR) subtypes (α1, α2 and β) produce distinct synaptic actions via metabotropic G-proteins linked to different signal transduction cascades7. For example, in the cerebral cortex, α1-AR and β-AR suppress and enhance evoked excitatory synaptic responses, respectively8,9, while α2-AR modulate inhibitory transmission6. In addition, AR-mediated signaling strongly controls long-term plasticity, since α1-AR agonists selectively enable LTD and suppress LTP, while β-AR agonists enable LTP and suppress LTD9,10,11. Thus, α1- and β-AR mediate opposing acute and long-term plastic effects. Since endogenous NE binds to all AR subtypes, the question arises as to how these opposing and mutually suppressive plastic mechanisms are evoked by NE and how they interact.
Here we show that pyramidal cells in layer II/III (LII/III PyrCs) of the mouse visual cortex are sensitive to both α1- and β-AR agonists and that exogenous NE produces opposing modulatory effects on excitatory transmission via these receptors when applied in the presence of the appropriate antagonists. Most importantly, these neuromodulatory effects occur with different efficacies for α1- and β-AR. Hence, different concentrations of NE lead to strong competing modulatory interactions that determine the output of spike-timing dependent plasticity (STDP)12. Our results demonstrate that the plastic effects of NE are dose-dependent and receptor-specific and provide a basis for understanding integrative functions of NE in cortical plasticity at the cellular and network level.
Results
Isolation of excitatory responses by intracellular blockade of chloride channels
In acute slices, extracellular electrical stimulation evokes overlapping excitatory and inhibitory responses in normal aCSF. Thus, to determine the direct effects of norepinephrine (NE) on excitatory transmission, postsynaptic inhibitory conductances must first be removed. GABAA receptors (GABAAR) can be blocked by extracellular perfusion of antagonists, although this generally induces hyperexcitability and affects the entire network. To circumvent this problem, we blocked GABAAR in single recorded neurons by adding 1 mM picrotoxin to the intracellular solution (+[PiTx]i)13,14 and we assessed the efficacy of this effect in the presence of ionotropic glutamate receptor antagonists by monitoring inhibitory postsynaptic currents (IPSCs) at −30 mV (Fig. 1A, C). The blockade of GABAAR was very quick and evident just after breaking the seal, indicating rapid diffusion of [PiTx]i (Fig. 1C). Twenty minutes after breaking the seal, the IPSCs were 6.4 ± 2.9 % of those observed in control solution (-[PiTx]i: 188.3 ± 36.2 pA, n = 11; +[PiTx]i: 12.1± 5.4 pA, n = 10; interleaved conditions) and they were fully blocked by extracellular perfusion of 100 μM PiTx (+[PiTx]e; Fig. 1C). No major changes in input resistance or resting membrane potential were observed in the presence of [PiTx]i (-[PiTx]i: Rin = 550.2 ± 101.8 MΩ; +[PiTx]i: Rin = 561.6 ± 139.2 MΩ; F1,18 = 1.285, P = 0.26; -[PiTx]i: RMP = −73.1 ± 1.0 mV; +[PiTx]i: RMP = −72.6 ± 0.9 mV; F1,18 = 0.079, P = 0.78; internal solution with QX-314)15. Thus, adding 1 mM PiTx to the internal solution blocked GABAAR channels and eliminated the evoked IPSCs at all membrane potentials tested (Fig. 1C, D), as well as the miniature IPSCs (mIPSCs)14. Finally, we confirmed that translaminar inhibition (i.e. LIV→LII/III; Fig. 1E) was blocked in the recording configuration used to study EPSCs, as described below.
NE exhibits different efficacies in modulating excitatory responses through alpha and beta adrenergic receptors
In cortical PyrCs, pharmacological activation of α1- or β-adrenergic receptors (AR) depresses or potentiates synaptic excitation, respectively8,9. However, it remains unclear whether these two receptor subtypes are co-expressed and co-activated by NE. To improve our measurements and ensure that the effects observed are due to the exogenous NE, we first eliminated the possible influence of the endogenous NE system by disrupting the monoamine vesicular transporter with reserpine (see methods). In this condition, we investigated whether NE bidirectionally modulates EPSCs by activating α1-AR or β-AR, incubating the slices with specific antagonists to block the contribution of either receptor: the α1-AR was blocked with prazosin (Prz, 1 μM) and the β-AR with propranolol (Prop, 1 μM).
NE (8.75 μM) was applied to the bath solution for 20 min and the net effect was measured by averaging the EPSC amplitude over the last 10 min. In the presence of Prz, NE increased EPSC amplitude to 140.6 ± 16.2% the control levels (n = 6, P < 0.05), whereas in the presence of Prop, NE decreased the EPSC amplitude to 75.2 ± 5.7% the control levels (n = 6, P < 0.05). Both effects exhibited similar kinetics (Prz: t1/2 = 8.7 ± 1.4 min; Prop: t1/2 = 7.9 ± 0.8 min; P = 0.62). No changes in EPSCs (Prz+Prop: 97.9 ± 5.5%, n = 14, P = 0.42), nor in Rin or holding currents, were observed when the slices were treated with both antagonists (Fig. 2A), suggesting that α2-AR do not modulate EPSCs at these synapses. Moreover, no change in the paired-pulse ratio (PPR = EPSC2/EPSC1 = 1.4 ± 0.2, n = 26) was observed after application of NE (in Prz: P = 0.88; in Prop: P = 0.69; in Prz + Prop: P = 0.50), suggesting a postsynaptic site of action. These results are consistent with the patterns of expression of AR subtypes7,16, since α1- and β-AR are present in LII/III cells, whereas presynaptic α2-AR are more prominent in LI affecting inhibition6.
We investigated the functional co-expression of α1- and β-AR in LII/III PyrCs. Activation of β-AR with isoproterenol (Iso, 10 μM, 10 min) increased EPSC amplitude to 119.9 ± 6.1% (n = 9, P < 0.05) the control levels, while subsequent activation of α1-AR with methoxamine (Mtx, 5 μM, 10 min) decreased the amplitude to 76.1 ± 4.4% (P < 0.05; Fig 2B ). Perfusion of the agonists did not affect the PPR and the effects were fully reversed within 20 min of washing out the specific agonists (Iso, P = 0.23; Mtx, P = 0.69). These findings indicate that PyrCs from the visual cortex co-express α1- and β-AR, which modulate EPSCs in opposite directions.
We next characterized the dose-response curves of NE following blockade of α1-AR or β-AR. In the presence of Prz, bath-application of NE produced a dose-dependent enhancement of EPSC amplitude (NE 0.1 μM: 100.4 ± 8.8%, n = 13, P = 0.86; 1 μM: 99.4 ± 6.0%, n = 12, P = 0.73; 2.5 μM: 99.4 ± 6.2%, n = 13, P = 0.75; 5 μM: 118.1 ± 7.1%, n = 18, P < 0.05; 7.5 μM: 126.9 ± 10.0%, n = 19, P < 0.05; 10 μM: 136.6 ± 9.3%, n = 13, P < 0.05; Fig 2C, D upper panels). By contrast, in the presence of Prop, NE produced a dose-dependent reduction in EPSC amplitude (in Prop, NE 0.1 μM: 99.2 ± 4.2%, n = 14, P = 0.48; 0.2 μM: 88.6 ± 4.2%, n = 16, P < 0.05; 0.5 μM: 80.8 ± 6.0%, n = 12, P < 0.05; 1 μM: 79.9 ± 6.2%, n = 12, P < 0.05; 10 μM: 79.8 ± 4.7%, n = 11, P < 0.05; Fig. 2C, D lower panels). We fitted generalized logistic functions to the data points (Fig. 2D) and found that the half maximal effective NE concentrations under α1-AR or β-AR blockade differed more than 20-fold (EC50,Prz = 5.21 μM NE; EC50,Prop = 0.19 μM NE). Likewise, the concentrations required to reach 99% of the maximal effects were 8.75 μM NE (hereafter referred to as ‘[NE]high’) in the presence of Prz and of 0.33 μM NE (‘[NE]low’) in the presence of Prop. Thus, saturated neuromodulatory actions of NE already occur at concentrations below 10 μM. In aCSF and in the absence of AR antagonists, bath applied [NE]low (10 min) decreased the EPSC amplitude to 84.0 ± 5.8% (n = 6, P = 0.03) the control levels, while [NE]high increased EPSCs to 112.2 ± 4.2% (n = 10, P = 0.01; Fig. 2E). In both cases, the changes were reversed 20 min after NE washout ([NE]high, P = 0.63; [NE]low, P = 0.39). Notably, the maximal acute effects of [NE]low and [NE]high in aCSF were smaller than those observed in the presence of the antagonist (in Prop, NE 8.75 μM: 132.5 ± 17.5%, at 10 min; Fig. 2A), suggesting that [NE]low activates mainly α1-AR while [NE]high co-activates α1-AR and β-AR, triggering competing effects.
The NE concentration determines the compound modulation of spike-timing-dependent plasticity in the mouse visual cortex
Neuromodulatory receptors have been implicated in modulating the efficacy of spike-timing-dependent plasticity (STDP) in brain slices17. One would expect that the plastic effect of a single neuromodulator receptor subtype should increase with agonist concentration. But, does NE leads to interactions between the plastic effects of α1- and β-AR affecting the outcome of STDP? We investigated whether the different concentrations of NE, [NE]high and [NE]low influenced STDP plasticity. After recording at least 10 min of baseline EPSCs, NE was applied for 10 min and the STDP-protocol was delivered at the end of the drug application (see methods). In control aCSF, although inhibition was blocked intracellularly, we observed no lasting changes in EPSCs when the postsynaptic burst preceded presynaptic activation (negative delay of Δt = −10.4 ± 0.5 ms: 103.1 ± 6.4%, n = 13, P = 0.11; Fig. 3A, empty circles) or vice versa (positive delay of Δt = +7.1 ± 0.2 ms: 102.7 ± 6.6%, n = 11, P = 0.13; Fig. 3B empty circles), consistent with previous observations18. However, priming synapses with [NE]high led to timing-dependent long-term depression (t-LTD) for pairings with a negative delay (NE 8.75 μM at Δt = −9.8 ± 0.2 ms: 70.5 ± 6.8%, n = 7, P < 0.05; Fig. 3A, black circles) and long-term potentiation (t-LTP) for a positive delay (NE 8.75 μM at Δt = 6.5 ± 0.3 ms: 126.6 ± 4.6%, n = 11, P < 0.05; Fig. 3B, black circles). Notably, larger negative or positive intervals produced no persistent changes with [NE]high (NE 8.75 μM at Δt = −19.1 ± 0.6 ms: 96.9 ± 7.6%, n = 9, P = 0.63; Δt = 17.4 ± 0.4 ms: 105.5 ± 4.4%, n = 8, P = 0.15; Fig. 3C, D, black circles). By contrast, when pairings were combined with [NE]low, t-LTD was observed both at negative and positive delays (NE 0.33 μM at Δt = −18.75 ± 0.6 ms: 74.3 ± 5.4%, n = 8, P < 0.05; Δt = −9.4 ± 0.4 ms: 70.5 ± 12.0%, n = 8, P < 0.05; Δt = 6.4 ± 0.5 ms: 71.9 ± 4.3%, n = 8, P < 0.05; Δt = 16.5 ± 0.4 ms: 81.2 ± 5.1%, n = 11, P < 0.05; Fig. 3A–D, grey circles). This indicates that NE concentration determines the output of STDP.
Neither application of NE nor induction of associative plasticity affected the average PPR or Rin ( Fig 3A, B ) and no lasting changes were induced when NE was applied in conjunction with either presynaptic activation alone (NE 8.75 μM: 99.2 ± 5.4%, n = 10, paired t-test, P = 0.63; NE 0.33 μM: 101.8 ± 6.3%, n = 6, P = 0.39; data not illustrated) or with postsynaptic firing alone (NE 8.75 μM: 98.4 ± 3.6%, n = 10, P = 0.84; NE 0.33 μM: 95.8 ± 2.8%, n = 10, P = 0.11; data not illustrated). Interestingly, we could not induce STDP when priming was attempted with single postsynaptic spikes instead of bursts (NE 8.75 μM at Δt = 7.4 ± 0.5 ms: 94.2 ± 8.2%, n = 6, P = 0.45; data not illustrated). Thus, in our recording conditions, NE permitted the induction of STDP only when pre-synaptic and robust postsynaptic activity were combined.
We explored the priming effects of NE on STDP also at several larger delays (Fig. 3E, F). We found that [NE]low enabled t-LTD over a wide range of negative (Δt ≥ −20 ms) and positive (Δt ≤ +50 ms) delays (Fig. 3E), whereas [NE]high enabled t-LTD only at a short negative delay (Δt = −9.8 ± 0.2 ms) and t-LTP for a short positive delay (Δt = +6.5 ± 0.3 ms; Fig. 3F). We conclude that the output of STDP is not rigid, as [NE]low was associated with a broad t-LTD-only STDP-window, while [NE]high led to bidirectional STDP, restricted to very narrow time intervals. Through a dichotomous action by activating α1- and β-AR, the noradrenergic ‘tone’ increased the temporal contrast of STDP.
NE mediates competing modulation of t-LTP and t-LTD
Our results suggest that NE generates a compound neuromodulatory effect that determines the outcome of STDP. The question arises as to whether NE induces opposing long-term neuromodulatory effects through α1-AR and β-AR. We reasoned that if compound plastic effects by NE are mediated by co-activation of these two receptors, then pharmacological blockade of one receptor subtype should unmask the plastic effects mediated by NE acting on the competing receptor.
Accordingly, in the presence of the α1-AR blocker prazosin, [NE]high led to t-LTP with STDP pairings at a negative delay (Prz + NE 8.75 μM at Δt = −11.36 ± 0.3 ms: 120.5 ± 8.3%, n = 11, P < 0.05; NE 8.75 μM at Δt = −9.8 ± 0.2 ms: 70.5 ± 6.8%, n = 7, P < 0.05; Fig. 4A), while in the presence of the β-AR blocker propranolol, [NE]high led to t-LTD at a positive delay (Prop + NE 8.75 μM at Δt = 7.9 ± 1.0 ms: 80.4 ± 6.4%, n = 11, P < 0.05; NE 8.75 μM at Δt = 6.5 ± 0.3 ms: 126.6 ± 4.6%, n = 11, P < 0.05; Fig. 4B). Thus, the gating of STDP by NE depends upon competing processes that are mediated by α1-AR and β-AR, which control LTD and LTP, respectively.
Discussion
We have investigated the role of NE in the acute and long-term modulation of excitatory transmission in LII/III PyrCs from the mouse visual cortex. The rate of AR activation depends on the concentration of NE and its affinity for these receptors, which differs for α1- and β-AR7. Using increasing concentrations of NE in the presence of α1- or β-AR antagonists, we determined the EC50 values for the modulation of EPSCs by NE acting through α1- and β-AR in LII/III PyrCs. Remarkably, these values differed more than 20-fold. Opposing NE modulation of EPSCs was mediated by α1- and β-AR and it was abolished in the presence of antagonists for both receptors. Hence, the neuromodulatory actions of NE on these synapses appear to be predominantly mediated through α1- and β-AR and not through α2-AR. Furthermore, LII/III PyrCs were co-sensitive to sequential application of selective α1- and β-AR agonists, demonstrating the co-expression of these receptors in the recorded cells. Acute modulation of EPSCs was fully reversible and did not affect paired-pulse ratios, in contrast to what is observed for IPSCs6. Unlike the arbitrary ratios of AR activation achieved with specific agonists, the use of NE enables a specific profile of activation of α1- and β-AR. Based on the EC50 values, we selected two NE concentrations: one that targeted α1-AR ([NE]low) and depressed EPSCs and one that co-activated α1- and β-AR ([NE]high). Co-activation was reflected as a reduced EPSC potentiation by [NE]high compared to that obtained in the presence of the α1-AR antagonist prazosin.
Recent in vitro studies have shown that Gs-coupled receptors (e.g., β-AR) directly promote LTP and suppress LTD while Gq-coupled receptors (e.g., α1-AR) promote LTD and suppress LTP9,10,11. This prompted us to investigate the effects of different NE concentrations on the induction of STDP12,19. We found that NE, without the participation of additional neuromodulatory systems, was necessary and sufficient to gate bidirectional STDP with an appropriate induction protocol. Moreover, [NE]low enabled a t-LTD-only window at broad positive and negative delays, while [NE]high enabled bidirectional STDP (t-LTP/t-LTD) with very narrow timing intervals. Interestingly, a similar t-LTD-only STDP window occurs by activation of muscarinic cholinergic receptor M1 (Gq-coupled) and a broad bidirectional STDP window is obtained by co-activation of M1 and β-AR18. One possibility to explain this low temporal contrast of STDP is that the co-activation of Gq- and Gs-coupled receptors could reduce their mutually suppressive (plastic) effects, or they may even cancel out, although not in a simple linear manner10. However, the results we obtained here are more consistent with a mutual suppression scenario, because [NE]high led to a sharp STDP window, restricted to small intervals and with a reduction in the gain for t-LTD compared to that obtained with [NE]low. If one adopts this view, this would indicate that the suppressive effect of β-AR was absent with [NE]low, as these receptors are not activated at this concentration, but became robust with [NE]high thereby strongly reducing t-LTD and sharpening the STDP window. Moreover, the experiments displayed in Fig. 4 indicate that once suppression was removed by blockade of either α1- or β-AR, the gating effect of the unblocked receptor operated in the opposite direction. We propose that the suppressive plastic properties of α1- and β-AR do not disappear during co-activation but remain robust. By co-activating α1- and β-AR, the NE concentration controls mutual suppression, increasing the temporal contrast of the STDP window. Therefore, NE not only enables STDP but also regulates the size of the ‘STDP gate’.
The temporal windows for STDP produced with [NE]low and [NE]high are in contrast with ‘canonical’ STDP which is temporally asymmetric and has a broader region for t-LTD than for t-LTP19,20,21. The symmetry (and anti-symmetry) observed in our STDP windows may reflect the isolation from the effects of endogenous catecholamines, although it may also depend on other factors12. The broadened t-LTD window that we observed with [NE]low favors a generalized build-up of synaptic depression and could contribute to the stabilization of postsynaptic firing rates under conditions of excessive excitatory drive22.
We have shown that pharmacological activation of α1-ARs primes visual cortical neurons to produce a form of visual experience-induced LTD in vivo10, with relevant behavioral consequences23. This form of α1-AR LTD is expressed at ascending excitatory inputs carrying visual information to layer II/III and correlates with a selective and orientation-specific decrease in visual discrimination performance of sinusoidal drifting gratings at high spatial frequencies. Thus, at least a fraction of ARs participates in allowing visual information to produce cortical plasticity in a stimulus-specific manner23. Our results here suggest that low levels of endogenous NE could mediate such a form of α1-AR LTD, whereas a higher NE ‘tone’ could enable LTP with positively correlated activity, a likely scenario during sensory processing in vivo. Concomitant changes in and into local inhibition cannot be discarded6,24.
Differences in LC activity may affect the NE concentrations released diffusely in downstream nuclei. The firing rates of LC neurons vary with periods of wakefulness and arousal and they are virtually silent during rapid eye movement (REM) sleep3. During wakefulness, specific modes of LC firing can be distinguished and are thought to participate in optimizing reward-seeking behavior1,2,3,7. It is tempting to speculate that the ‘tones’ of NE during wakefulness and sleep participate in reorganizing cortical synaptic weights in a spike-timing dependent manner. The higher NE levels present during wakefulness and non-REM stages could promote bidirectional plasticity of active sensory inputs, while the lower NE levels found during REM sleep may favor the generalized build-up of synaptic depression of active synapses. Action potential driven quantal release of NE from central neurons occurs by exocytosis of vesicles with intravesicular concentration of ∼0.4–1 M NE25 which might well support conditions with synaptic NE concentrations in the micromolar range (i.e. such as NE-‘high’). Moreover, a mechanism for gating generalized LTD during sleep is attractive, as it could contribute to increase in the ‘signal-to-noise ratio’ of relevant memories, remove spurious associations26 and contribute to synaptic homeostasis27,28. In contrast, the higher NE levels during emotional arousal could facilitate the formation of new memories29. The present results contribute to our understanding of how NE interacts with divergent AR signaling cascades to support generalized weakening and restrictive strengthening of cortical synapses.
Methods
Animals
A total of 133 wild-type male C57BL/6 mice (Charles River; Sulzfeld, Germany) were used in the present study. Mice were housed in groups of up to 10 per cage (type III, 825 cm2; Ehret, Emmendingen, Germany) with ad libitum access to food and water. To study slice preparations in the absence of endogenous NE, catecholamine pools were depleted by disrupting the monoamine vesicular transporter with reserpine (5 mg/kg; in 10% 1,2 propanediol + 50 μl glacial acetic acid; Fluka), administered i.p. at 8:00 p.m. Mice displayed pronounced catalepsy and minimal locomotor activity 12–16 h later, at which point slices were prepared. All experiments were conducted at the Max Planck Institute for Medical Research in accordance to the animal welfare guidelines of the Max Planck Society and were approved by the regional commission in Karlsruhe (G-171/10).
Electrophysiological experiments
Coronal slices of the visual cortex (350 μm) from postnatal day (P)26 ± 2 mice (average weight, 13 ± 2 g) were cut in dissection buffer at 4°C containing (in mM): 220 sucrose, 3.5 KCl, 1.25 NaH2PO4, 3 MgCl2, 1 CaCl2, 25 NaHCO3 and 10 dextrose. Individual slices were gently stored in normal artificial cerebrospinal fluid (aCSF) for at least 1.5 hrs before recording. Normal aCSF was similar to the dissection buffer except that the sucrose was replaced by 124 mM NaCl, MgCl2 was lowered to 1.5 mM and the CaCl2 was raised to 2.5 mM. Both the dissection buffer and normal aCSF were saturated with 95% O2/5% CO2 (pH 7.4). The slices were transferred to a submerged recording chamber and perfused with aCSF (2 ml/min at 30°C). Whole-cell recordings (IR-DIC, Axioskop 2 FS, Carl Zeiss AG, Göttingen, Germany) were obtained from regular spiking pyramidal-shaped cells from LII/III located in the monocular portion of the visual cortex (V1M, ∼1.5–2 mm lateral of lambda, ∼35% depth from the Pia), as described previously23. Borosilicate recording pipettes (2–4 MΩ) were filled with intracellular solution containing (in mM): 130 (K)Gluconate, 10 KCl, 0.2 EGTA (pH = 8), 10 HEPES, 4 (Mg)ATP, 0.5 (Na3)GTP and 10 (Na2)Phosphocreatine (pH = 7.25, 280–290 mOsm). To isolate postsynaptic glutamatergic responses, picrotoxin was added to the intracellular solution (1 mM [PiTx]i13,14. To record inhibitory postsynaptic currents (IPSCs) at different membrane potentials, 5 mM QX-314 (lidocaine N-ethyl bromide) and a cocktail of glutamate antagonists (2.5 mM kynurenic acid + 10 μM DNQX) were added to the intra- and extracellular solutions, respectively. Only cells with holding currents ≤ 100 pA at Vh = −80 mV, series resistance ≤ 20 MΩ and input resistance ≤ 200 MΩ were studied (Fig. 1E, 2–4; internal solution without QX-314). Cells were discarded if any of these parameters changed by ≥ 20% during the course of the experiment (−10 mV, 100 ms). Electrophysiological data were filtered at 2 kHz and digitized at 10 kHz using an EPC-10/Patchmaster amplifier (Heka Elektronik, Lambrecht, Germany).
Electrical stimulation and induction of plasticity
Excitatory synaptic responses in LII/III were evoked with paired pulses (inter-stimulus interval = 50 ms) at 0.05 Hz through an extracellular monopolar stimulating electrode (125 mM NaCl; 0.2 ms, ≤ 150 μA) placed in LIV (∼300 μm vertically below the recorded neuron). The stimulus intensity was adjusted to evoke small (≤ 200 pA), simple-waveform, short onset latency (≤ 2 ms) monosynaptic excitatory postsynaptic currents (EPSCs20) and the paired-pulse ratio was calculated as PPR = EPSC2/EPSC1. To induce spike-timing dependent plasticity (STDP), the recording mode was switched from voltage-clamp to current-clamp. The protocol consisted of pairing presynaptic stimulation with a single action potential or a burst of four postsynaptic action potentials evoked by passing suprathreshold depolarizing current steps through the recording pipette (1.5–2.5 nA, 1 ms at 100 Hz). Associative pairing consisted of 200 pairing epochs (one burst paired with stimulation of the test pathway at different delays) delivered at 1 Hz. The strength of the EPSCs was measured as the peak amplitude response recorded at Vh = −80 mV. Changes in synaptic strength were quantified as changes in the EPSCs amplitude normalized with respect to the mean baseline response obtained during the first 10 minutes of stable recording before drug application. Acute changes were calculated as the average EPSC amplitude measured over 10–20 min during drug application and the magnitude of plasticity was taken as the average EPSC amplitude recorded over 30–40 min after the conditioning stimulus. Pairings were performed at the end of agonist application. To prevent oxidation, norepinephrine stocks were prepared freshly in aCSF containing sodium ascorbate (40 μM).
Statistical Analysis
Statistical comparisons were performed using paired Student's t tests (to analyze changes in synaptic responses) and ANOVA (to compare groups formed by individual neurons). The significance level was set at P < 0.05. All results are shown as averages ± SEM.
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Acknowledgements
We thank the German Federal Ministry of Science and Research (BMBF) for generous support (01DN12062). We thank Dr. R. Sprengel for scientific advice and J. Ledderose for staining 42 biocytin filled cells. M.T. was supported by a Max Planck Fellowship. We thank P.H. Seeburg for constant support.
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M.T. designed the study and planned the experiments. H.S. and M.T. performed experiments and analyzed data. All authors wrote and reviewed the manuscript.
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Salgado, H., Köhr, G. & Treviño, M. Noradrenergic ‘Tone’ Determines Dichotomous Control of Cortical Spike-Timing-Dependent Plasticity. Sci Rep 2, 417 (2012). https://doi.org/10.1038/srep00417
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DOI: https://doi.org/10.1038/srep00417
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