Abstract
The characteristic, behaviour-related network oscillations of the mammalian hippocampus (θ, γ and ripples) are accompanied by strongly phase-coupled action potentials in specific subsets of GABAergic interneurones. It has been suggested that the resulting phasic, repetitive inhibition shapes rhythmic coherent activity of the neuronal network. Here, we examined whether synaptic inhibition entrains ∼200 Hz network ripples by applying the GABAA receptor antagonist gabazine to CA1 minislices of mouse hippocampus. Gabazine blocked spontaneously occurring sharp wave–ripple (SPW–R) activity. However, local application of KCl to the dendritic layer elicited excitatory sharp waves on which ∼200 Hz ripple oscillations were superimposed with equal temporal properties of native SPW–R. The activity also persisted in the additional presence of blockers of glutamatergic synaptic transmission. In contrast, synchrony was largely abolished after addition of gap junction blockers. Thus, GABAergic transmission appears to be involved in the generation of sharp waves but phasic inhibition is no prerequisite for the precise synchronization of hippocampal neurones during high-frequency oscillations at ∼200 Hz. Gap junctions on the other hand seem to be necessary to orchestrate coordinated activity within the ripple frequency domain.
The mammalian hippocampus displays EEG oscillations at various frequencies related to different behavioural states. Theta (∼5–10 Hz) and gamma band (∼30–80 Hz) activities occur during spatial exploration and rapid eye movement (REM) sleep. At rest and during slow-wave sleep, sharp waves (SPW) and superimposed high-frequency ripples at ∼200 Hz can be observed (O'Keefe & Nadel, 1978; Buzsáki et al. 1992). Theta and gamma periods have been implicated in the acquisition of memory contents while sharp wave–ripple complexes (SPW–R) may serve a role in the consolidation of recently acquired memories (Buzsáki, 1998; Siapas & Wilson, 1998). This hypothesis is based on the observation that sequential activation patterns of place cells are established during spatial exploration (O'Keefe & Recce, 1993) and re-played, at faster pace, during SPW–R in subsequent episodes of non-REM sleep (Wilson & McNaughton, 1994; Lee & Wilson, 2002).
Recent work has demonstrated that basket cells and bistratified cells, specific subtypes of inhibitory interneurones, fire strongly phase-coupled action potentials during SPW–R (Klausberger et al. 2003, 2004). Such experimental findings, together with computer modelling, have led to the general notion that inhibitory interneurones can entrain multiple target cells into a common, rhythmic activity pattern (Cobb et al. 1995; Wang & Buzsáki, 1996; Tamás et al. 2000; for review see Whittington & Traub, 2003), although this notion may not apply to all forms of fast hippocampal network oscillations (Bracci et al. 1999). In line with this hypothesis, the precise spike timing of pyramidal cells during ripples has been suggested to result from fast, phasic inhibition (Buzsáki et al. 1992; Ylinen et al. 1995; Klausberger et al. 2003).
Here, we have tested this interneurone-network hypothesis for ∼200 Hz ripples. We made use of a recently developed in vitro model of SPW–R where this pattern of activity can be recorded in mouse hippocampal slices (Maier et al. 2002, 2003). We found that block of GABAA receptor-mediated synaptic transmission abolishes the spontaneous generation of SPW–R but that synchronous field ripples at ∼200 Hz can be reliably restored by dendritic puffs of KCl. Thus, fast synaptic inhibition is no prerequisite for coherent high-frequency network oscillations in the hippocampus.
Methods
Electrophysiology
Experiments were performed on C57Bl/6 mice of both sexes aged 4–8 weeks and were approved by the Berlin state government (T 0386/98). Mice were anaesthetized with ether and decapitated, and the brain was removed. Brains were kept in cooled (∼1–4°C) artificial cerebrospinal fluid (ACSF), containing (mm): NaCl 129, KCl 3, MgSO4 1.8, CaCl2 1.6, glucose 10, NaH2PO4 1.25, NaHCO3 21, gassed with 95% O2–5% CO2 (pH 7.4 at 37°C). After removal of the cerebellum, horizontal slices of 450 μm were cut on a vibratome (Campden Instruments, Sileby, UK). Minislices of the CA1 region were prepared by isolating area CA1 from the adjacent CA3 and subiculum (see Fig. 1A).
Recordings were performed at 35 ± 0.5°C in a modified Haas-type interface chamber and SPW–R could be recorded after 1–2 h of equilibration in the recording chamber. Extracellular glass microelectrodes had tip diameters of 5–10 μm and were filled with ACSF before use. For paired intra- and extracellular recordings we used platinum wire electrodes (20 μm diameter) in order to minimize cross-talk between electrodes. Whole-cell recordings of stimulation-induced inhibitory postsynaptic currents were performed using the Multiclamp 700A amplifier (Axon Instruments, Union City, CA, USA). Borosilicate glass electrodes (Harvard Apparatus Ltd, Edenbridge, UK; 2–5 MΩ) were filled with 120 mm caesium gluconate, 5 mm CsCl, 10 mm TEA-Cl, 8 mm NaCl, 10 mm Hepes, 5 mm EGTA, 4 mm MgATP, 0.3 mm Na3GTP and 5 mm QX-314; pH adjusted to 7.3 with CsOH. Access resistance was not allowed to vary more than 15% during the course of the experiment. No series resistance compensation was used. Sharp microelectrode recordings were performed with a bridge balance amplifier (BA-1S; npi electronics, Tamm, Germany). Electrode (o.d. 1.2 mm) resistance was > 80 MΩ, input resistance of pyramidal cells varied from 40 to 60 MΩ. After impaling a cell, negative current was injected for several minutes until the membrane potential had stabilized and current injection could be gradually reduced to zero. Bridge balance was repeatedly adjusted during the experiment by optimizing the voltage response to small negative current injections (100–200 pA). Intrinsic properties of cells were initially assessed by negative and positive current injections of 200 ms duration. Offset potentials were determined at the end of experiment and were subtracted from the recorded values.
Pressure application of KCl (1 m in ACSF) was performed through a micropipette (tip diameter 5–10 μm) positioned in the dendritic region of area CA1. Pressure parameters were 0.4–2.0 bar, pulse duration 5–30 ms using a custom-made pressure application device or a Picospritzer III (Parker Instrumentation, Chicago, IL, USA). In some control experiments, ACSF was used instead of KCl. Drugs were added from aqueous stock solutions (× 1000) except 6-cyano-7-nitroquinoxaline-2,3-dione (CNQX; dissolved at 1000-fold in DMSO) and 1-octanol, which we applied directly to ACSF. All drugs were from Sigma/RBI.
Data processing and analysis
Details of data processing and analysis methods were similar to procedures described recently (Maier et al. 2003). Briefly, original extracellular data were filtered at 1–3 kHz, sampled at 5–10 kHz with a CED Micro1401 interface (CED, Cambridge, UK) and analysed off-line using the Spike2 software (CED). For detection of ripple oscillations, raw data were band-pass filtered at 150–300 Hz and detection threshold was set at four times the standard deviation of event-free baseline noise or was determined arbitrarily and controlled by visual inspection.
Based on threshold detection algorithms, event markers were set for each ripple trough in band-pass filtered data. We then constructed interspike interval histograms from these events providing a reliable measure of the frequency content of the network oscillations.
Additionally, leading frequency of ripples was determined by the first positive side peak of autocorrelation functions derived from 50 ms raw data epochs. Power spectra (FFT, resolution 20 Hz) were computed from 150 ms data stretches where oscillation amplitudes were maximal. For comparison of different power spectra we calculated the area under the peak by integrating over the ripple frequency band (120–250 Hz).
Quantitative results are given as means ±s.d. Groups of paired data were compared using the non-parametric Wilcoxon's test with P < 0.05 regarded as significant.
Results
In extracellular field potential recordings from stratum pyramidale of CA1 minislices we regularly observed spontaneously occurring sharp wave–ripple complexes (SPW–R; Fig. 1). However, the frequency of occurrence of SPW–R in these minislices was clearly lower than in the dissected corresponding CA3 region (0.7 ± 0.4 Hz versus 3.1 ± 0.6 Hz; 6 slices out of 4 animals; P < 0.05; Fig. 1B and E). The morphology of such SPW–R could not be distinguished from similar events in intact hippocampal slices (Fig. 1B–D) indicating that this pattern of activity can be generated within the local network of CA1. Field events could also be elicited by local pressure-application of KCl (1 m) into the dendritic field of CA1. When duration and pressure of KCl puffs were appropriately tuned, these transient field potential responses in stratum pyramidale resembled spontaneous SPW–R (see Fig. 1F). Pressure-application of ACSF never induced any significant field potential response (n = 15 slices).
In order to elucidate the role of GABAergic inhibition for the organization of SPW–R we added the GABAA receptor antagonist SR95531 (gabazine) to the bath solution. As expected, epileptiform activity was absent in CA1 minislices, which was the rationale for using this preparation. In the corresponding CA3 remnants, interictal-like discharges were regularly observed (7/9 slices showing epileptiform discharges; Fig. 3A). The effect of gabazine was quantified by whole-cell recordings of stimulus-evoked inhibitory postsynaptic currents in CA1 pyramidal cells in the presence of glutamate receptor blockers (20 μm CNQX; 30 μmd-APV). Evoked IPSCs were reduced to 33.1 ± 10.4% of control at 0.3 μm gabazine (n = 7) and were virtually abolished at 1.0 μm (4.8 ± 3.3%; n = 4; Fig. 2D–F). At 1 μm, gabazine rapidly and completely suppressed the spontaneous generation of SPW–R in CA1 minislices (see Fig. 3A1). At 0.3 μm, however, the block developed more slowly (Fig. 2A and C), enabling a detailed analysis of SPW–R during the transition phase from partial to full block. We analysed spontaneous SPW–R at a time when the activity was suppressed by ∼80%. The remaining events displayed normal waveform (Fig. 2B) and our recordings did contain discernible ripple oscillations at similar frequency of occurrence as under control conditions (P > 0.05; n = 5 slices; Fig. 2C). These results indicate that GABAA receptors are involved in the generation of SPW–R but that full synaptic inhibition is not needed for the organization of ∼200 Hz ripples within the local CA1 network.
To further test for this hypothesis, we evoked sharp waves by dendritic potassium puffs (focal application of 1 m KCl, 5–30 ms) in the presence of gabazine (0.3 μm, 1.0 μm and 10 μm, respectively). The induced field potential waves in stratum pyramidale were regularly superimposed by fast oscillatory activity (Fig. 3). Together, these responses resembled normal SPW–R. A quantitative analysis of interspike intervals confirmed the similarity between spontaneous SPW–R (from five slices) and evoked events in normal ACSF (n = 96 events, 12 slices), in 0.3 μm gabazine (n = 37 events from seven slices), in 1.0 μm gabazine (n = 89 events; five slices), and in 10 μm gabazine (n = 91 events; eight slices; Fig. 4A). Likewise, analysis of leading frequencies derived from autocorrelation functions of raw data showed no difference between spontaneous and evoked SPW–R in the absence or presence of 10 μm gabazine (Fig. 4C). In order to test whether GABAA receptor-mediated signalling was entirely suppressed by 1 or 10 μm gabazine during KCl-evoked activity we recorded intracellularly from five putative pyramidal cells. Evoked field events were regularly accompanied by depolarizing intracellular potentials with or without superimposed spikes (Fig. 3B). Depolarization of the cells up to –45 mV did not reveal any hyperpolarizing component, largely excluding inhibitory synaptic signalling. If GABAA receptor activation is not required to coordinate network activity at ∼200 Hz, other fast signalling mechanisms must be involved. We therefore added glutamate receptor blockers on top of 10 μm gabazine. Surprisingly, this treatment also did not alter the KCl-induced ripples (Fig. 4B, C and D1). Finally, we suppressed electrical coupling by gap junctions, in addition to the receptor blockers. Octanol (1 mm) largely abolished the regular autocorrelation of KCl-induced events (Fig. 4D) and reduced the power of the ripple-band (120–250 Hz) by 60% compared to control (n = 6, P < 0.05). Similar results were obtained with carbenoxolone (200 μm, n = 4; data not shown).
Discussion
Inhibitory interneurones are considered key regulatory elements in the synchronization of oscillating cortical neuronal assemblies (Whittington & Traub, 2003). Ripples, a particularly fast network oscillation, are accompanied by fast series of Cl−-dependent IPSPs in pyramidal cells (Ylinen et al. 1995; Buzsáki et al. 1996), consistent with the fast kinetics of synaptic inhibition at hippocampal pyramidal cells (Bartos et al. 2002). Moreover, certain interneurones fire phase-synchronized fast series of action potentials during ripples (Csicsvari et al. 1999; Klausberger et al. 2003, 2004). These observations have led to the suggestion that phasic inhibition plays a causal role in the temporal organization of ripple network activity (Buzsáki et al. 1992; Ylinen et al. 1995; Klausberger et al. 2003). Our present data show that inhibitory postsynaptic potentials are not needed to synchronize neuronal assemblies at ∼200 Hz. In contrast, GABAA receptor-mediated transmission seems to be involved in the initiation of SPW–R, acting as a trigger for the compound network depolarizing potentials rather than organizing the neuronal discharges within SPW–R. The mechanisms underlying this counter-intuitive role of GABAA receptor-mediated action have not been clarified but may involve synchronized discharges of electrically coupled interneurones or rebound activation of pyramidal cells (see, for discussion, Maier et al. 2002).
In hippocampal slices from rats, ∼200 Hz network activity can be elicited in calcium-free solutions where chemical synaptic transmission is blocked (Draguhn et al. 1998). These events do not, however, resemble native SPW–R as closely as spontaneous network activity in slices from mice (Maier et al. 2002, 2003). In the mouse preparation we have already shown that SPW–R depend on excitatory synaptic transmission as well as on electrical coupling (Maier et al. 2003), in line with accompanying theoretical work (Traub et al. 1999). Our present findings show that excitatory transmission can be replaced by K+-driven dendritic depolarizations and is not needed for synchronization of ∼200 Hz network oscillations. Using blockers of electrotonic coupling, we further confirmed the crucial role of gap junctions for network synchrony at this frequency (see also Traub et al. 1999; Traub & Bibbig, 2000; Whittington & Traub, 2003). It must be noted, however, that the pharmacological agents affecting gap junctions are poorly selective and may even fail to block electrical coupling under some conditions (Rouach et al. 2003). The role of synaptic inhibition for ripples is even less clear. Models and experimental work indicate that GABAA receptor-mediated transmission can stabilize fast oscillatory activity and determine its frequency (Traub & Bibbig, 2000; Traub et al. 2003). However, the dependence of SPW–R activity on GABAergic transmission is difficult to test directly because blocking this function induces epileptiform activity in brain slices (Maier et al. 2003). Such hyper-synchronous activity can mask more subtle network events like normal SPW–R. Here we made use of the CA1 minislice preparation, which does not display epileptiform activity upon disinhibition, possibly due to the low number of recurrent excitatory collaterals (Deuchars & Thomson, 1996). In contrast to recent observations in rat hippocampal slices (Colgin et al. 2004) spontaneous SPW–R were present in mouse CA1 minislices, albeit at lower frequency. Using this preparation we show that fast IPSPs are not a crucial part of SPW–R.
If synaptic inhibition is not needed to generate synchronized activity at ripple frequency, what could be its functional role during normal SPW–R? It has been noted that only a minority of pyramidal cells are active during SPW–R (Buzsáki et al. 1992; Maier et al. 2003) while the majority of projection neurones seems to be efficiently inhibited. Considering the finding that ripples re-play specific activation sequences of place cells (Wilson & McNaughton, 1994; Lee & Wilson, 2002) it is feasible that inhibition serves to suppress activity in those pyramidal cells which are not part of the activated assembly. Thereby, synaptic inhibition would enhance signal-to-noise ratio for information transfer in the two-stage memory model of hippocampal function (Buzsáki, 1989; 1998).
Supplementary Material
Acknowledgments
This work was supported by the Deutsche Forschungsgemeinschaft (DFG Dr 326/ 1-3 to AD and an Emmy-Noether-Grant to DS). We gratefully acknowledge the work of Drs. Hans-Jürgen Gabriel and Herbert Siegmund on data analysis and helpful discussions with Prof. Uwe Heinemann.
References
- Bartos M, Vida I, Frotscher M, Meyer A, Monyer H, Geiger JR, Jonas P. Fast synaptic inhibition promotes synchronized gamma oscillations in hippocampal interneuron networks. Proc Natl Acad Sci U S A. 2002;99:13222–13227. doi: 10.1073/pnas.192233099. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Bracci E, Vreugdenhil M, Hack SP, Jefferys JG. On the synchronizing mechanisms of tetanically induced hippocampal oscillations. J Neurosci. 1999;19:8104–8113. doi: 10.1523/JNEUROSCI.19-18-08104.1999. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Buzsáki G. Two-stage model of memory trace formation: a role for ‘noisy’ brain states. Neuroscience. 1989;31:551–570. doi: 10.1016/0306-4522(89)90423-5. [DOI] [PubMed] [Google Scholar]
- Buzsáki G. Memory consolidation during sleep: a neurophysiological perspective. J Sleep Res. 1998;7(Suppl. 1):17–23. doi: 10.1046/j.1365-2869.7.s1.3.x. [DOI] [PubMed] [Google Scholar]
- Buzsáki G, Horváth Z, Urioste R, Hetke J, Wise K. High-frequency network oscillation in the hippocampus. Science. 1992;256:1025–1027. doi: 10.1126/science.1589772. [DOI] [PubMed] [Google Scholar]
- Buzsáki G, Penttonen M, Nádasdy Z, Bragin A. Pattern and inhibition-dependent invasion of pyramidal cell dendrites by fast spikes in the hippocampus in vivo. Proc Natl Acad Sci U S A. 1996;93:9921–9925. doi: 10.1073/pnas.93.18.9921. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Cobb SR, Buhl EH, Halasy K, Paulsen O, Somogyi P. Synchronization of neuronal activity in hippocampus by individual GABAergic interneurons. Nature. 1995;378:75–78. doi: 10.1038/378075a0. [DOI] [PubMed] [Google Scholar]
- Colgin LL, Kubota D, Jia Y, Rex CS, Lynch G. Long-term potentiation is impaired in rat hippcampal slices that produce spontaneous sharp waves. J Physiol. 2004;558:953–961. doi: 10.1113/jphysiol.2004.068080. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Csicsvari J, Hirase H, Czurkó A, Mamiya A, Buzsáki G. Oscillatory coupling of hippocampal pyramidal cells and interneurons in the behaving rat. J Neurosci. 1999;19:274–287. doi: 10.1523/JNEUROSCI.19-01-00274.1999. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Deuchars J, Thomson AM. CA1 pyramid-pyramid connections in rat hippocampus in vitro: dual intracellular recordings with biocytin filling. Neuroscience. 1996;74:1009–1018. doi: 10.1016/0306-4522(96)00251-5. [DOI] [PubMed] [Google Scholar]
- Draguhn A, Traub RD, Schmitz D, Jefferys JG. Electrical coupling underlies high-frequency oscillations in the hippocampus in vitro. Nature. 1998;394:189–192. doi: 10.1038/28184. 10.1038/28184. [DOI] [PubMed] [Google Scholar]
- Klausberger T, Magill PJ, Marton LF, Roberts JD, Cobden PM, Buzsáki G, Somogyi P. Brain-state- and cell-type-specific firing of hippocampal interneurons in vivo. Nature. 2003;421:844–848. doi: 10.1038/nature01374. 10.1038/nature01374. [DOI] [PubMed] [Google Scholar]
- Klausberger T, Marton LF, Baude A, Roberts JD, Magill PJ, Somogyi P. Spike timing of dendrite-targeting bistratified cells during hippocampal network oscillations in vivo. Nat Neurosci. 2004;7:41–47. doi: 10.1038/nn1159. 10.1038/nn1159. [DOI] [PubMed] [Google Scholar]
- Lee AK, Wilson MA. Memory of sequential experience in the hippocampus during slow wave sleep. Neuron. 2002;36:1183–1194. doi: 10.1016/s0896-6273(02)01096-6. 10.1016/S0896-6273(02)01096-6. [DOI] [PubMed] [Google Scholar]
- Maier N, Güldenagel M, Söhl G, Siegmund H, Willecke K, Draguhn A. Reduction of high-frequency network oscillations (ripples) and pathological network discharges in hippocampal slices from connexin 36-deficient mice. J Physiol. 2002;541:521–528. doi: 10.1113/jphysiol.2002.017624. 10.1113/jphysiol.2002.017624. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Maier N, Nimmrich V, Draguhn A. Cellular and network mechanisms underlying spontaneous sharp wave-ripple complexes in mouse hippocampal slices. J Physiol. 2003;550:873–887. doi: 10.1113/jphysiol.2003.044602. 10.1113/jphysiol.2003.044602. [DOI] [PMC free article] [PubMed] [Google Scholar]
- O'Keefe J, Nadel L. The Hippocampus as a Cognitive Map. Oxford: Oxford University Press; 1978. [Google Scholar]
- O'Keefe J, Recce ML. Phase relationship between hippocampal place units and the EEG theta rhythm. Hippocampus. 1993;3:317–330. doi: 10.1002/hipo.450030307. [DOI] [PubMed] [Google Scholar]
- Rouach N, Segal M, Koulakoff A, Giaume C, Avignone E. Carbenoxolone blockade of neuronal network activity in culture is not mediated by an action on gap junctions. J Physiol. 2003;553:729–745. doi: 10.1113/jphysiol.2003.053439. 10.1113/jphysiol.2003.053439. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Siapas AG, Wilson MA. Coordinated interactions between hippocampal ripples and cortical spindles during slow-wave sleep. Neuron. 1998;21:1123–1128. doi: 10.1016/s0896-6273(00)80629-7. 10.1016/S0896-6273(00)80629-7. [DOI] [PubMed] [Google Scholar]
- Tamás G, Buhl EH, Lorincz A, Somogyi P. Proximally targeted GABAergic synapses and gap junctions synchronize cortical interneurons. Nat Neurosci. 2000;3:366–371. doi: 10.1038/73936. 10.1038/73936. [DOI] [PubMed] [Google Scholar]
- Traub RD, Bibbig A. A model of high-frequency ripples in the hippocampus based on synaptic coupling plus axon-axon gap junctions between pyramidal neurons. J Neurosci. 2000;20:2086–2093. doi: 10.1523/JNEUROSCI.20-06-02086.2000. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Traub RD, Cunningham MO, Gloveli T, LeBeau FE, Bibbig A, Buhl EH, Whittington MA. GABA-enhanced collective behavior in neuronal axons underlies persistent gamma-frequency oscillations. Proc Natl Acad Sci U S A. 2003;100:11047–11052. doi: 10.1073/pnas.1934854100. 10.1073/pnas.1934854100. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Traub RD, Schmitz D, Jefferys JG, Draguhn A. High-frequency population oscillations are predicted to occur in hippocampal pyramidal neuronal networks interconnected by axoaxonal gap junctions. Neuroscience. 1999;92:407–426. doi: 10.1016/s0306-4522(98)00755-6. 10.1016/S0306-4522(98)00755-6. [DOI] [PubMed] [Google Scholar]
- Wang XJ, Buzsáki G. Gamma oscillation by synaptic inhibition in a hippocampal interneuronal network model. J Neurosci. 1996;16:6402–1643. doi: 10.1523/JNEUROSCI.16-20-06402.1996. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Whittington MA, Traub RD. Interneuron diversity series: inhibitory interneurons and network oscillations in vitro. Trends Neurosci. 2003;26:676–682. doi: 10.1016/j.tins.2003.09.016. 10.1016/j.tins.2003.09.016. [DOI] [PubMed] [Google Scholar]
- Wilson MA, McNaughton BL. Reactivation of hippocampal ensemble memories during sleep. Science. 1994;265:676–679. doi: 10.1126/science.8036517. [DOI] [PubMed] [Google Scholar]
- Ylinen A, Bragin A, Nádasdy Z, Jandó G, Szabó I, Sik A, Buzsáki G. Sharp wave-associated high-frequency oscillation (200 Hz) in the intact hippocampus: network and intracellular mechanisms. J Neurosci. 1995;15:30–46. doi: 10.1523/JNEUROSCI.15-01-00030.1995. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.