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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neuroenerg.</journal-id>
<journal-title>Frontiers in Neuroenergetics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neuroenerg.</abbrev-journal-title>
<issn pub-type="epub">1662-6427</issn>
<publisher>
<publisher-name>Frontiers Research Foundation</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnene.2011.00009</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Critical State of Energy Metabolism in Brain Slices: The Principal Role of Oxygen Delivery and Energy Substrates in Shaping Neuronal Activity</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Ivanov</surname> <given-names>Anton</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Zilberter</surname> <given-names>Yuri</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="author-notes" rid="fn001">&#x0002A;</xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>INSERM UMR751, Universit&#x000E9; de la M&#x000E9;diterran&#x000E9;e</institution> <country>Marseille, France</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Sebastian Cerdan, Instituto de Investigaciones Biomedicas Alberto Sols, Spain</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Sebastian Cerdan, Instituto de Investigaciones Biomedicas Alberto Sols, Spain; Elizabeth Hillman, Columbia University, USA; Juan C. Saez, Universidad Catolica de Chile, Chile</p></fn>
<fn fn-type="corresp" id="fn001"><p>&#x0002A;Correspondence: Yuri Zilberter, Facult&#x000E9; de M&#x000E9;decine Timone, INSERM U751, 27 Bd Jean Moulin, 13385 Marseille Cedex 05, France. e-mail: <email>yuri.zilberter&#x00040;univmed.fr</email></p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>29</day>
<month>12</month>
<year>2011</year>
</pub-date>
<pub-date pub-type="collection">
<year>2011</year>
</pub-date>
<volume>3</volume>
<elocation-id>9</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>09</month>
<year>2011</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>12</month>
<year>2011</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2011 Ivanov and Zilberter.</copyright-statement>
<copyright-year>2011</copyright-year>
<license license-type="open-access" xlink:href="http://www.frontiersin.org/licenseagreement"><p>This is an open-access article distributed under the terms of the <uri xlink:href="http://creativecommons.org/licenses/by-nc/3.0/">Creative Commons Attribution Non Commercial License</uri>, which permits non-commercial use, distribution, and reproduction in other forums, provided the original authors and source are credited.</p></license>
</permissions>
<abstract>
<p>The interactive vasculo-neuro-glial system controlling energy supply in the brain is absent <italic>in vitro</italic> where energy provision is determined by experimental conditions. Despite the fact that neuronal activity is extremely energy demanding, little has been reported on the state of energy metabolism in submerged brain slices. Without this information, the arbitrarily chosen oxygenation and metabolic provisions make questionable the efficient oxidative metabolism in slices. We show that in mouse hippocampal slices (postnatal day 19&#x02013;44), evoked neuronal discharges, spontaneous network activity (initiated by 4-aminopyridine), and synaptic stimulation-induced NAD(P)H autofluorescence depend strongly on the oxygen availability. Only the rate of perfusion as high as &#x0007E;15&#x02009;ml/min (95% O<sub>2</sub>) provided appropriate oxygenation of a slice. Lower oxygenation resulted in the decrease of both local field potentials and spontaneous network activity as well as in significant modulation of short-term synaptic plasticity. The reduced oxygen supply considerably inhibited the oxidation phase of NAD(P)H signaling indicating that the changes in neuronal activity were paralleled by the decrease in aerobic energy metabolism. Interestingly, the dependence of neuronal activity on oxygen tension was clearly shifted toward considerably larger pO<sub>2</sub> values in slices when compared to <italic>in vivo</italic> conditions. With sufficient pO<sub>2</sub> provided by a high perfusion rate, partial substitution of glucose in ACSF for &#x003B2;-hydroxybutyrate, pyruvate, or lactate enhanced both oxidative metabolism and synaptic function. This suggests that the high pO<sub>2</sub> in brain slices is compulsory for maintaining oxidative metabolism, and glucose alone is not sufficient in fulfilling energy requirements during neuronal activity. Altogether, our results demonstrate that energy metabolism determines the functional state of neuronal network, highlighting the need for the adequate metabolic support to be insured in the <italic>in vitro</italic> experiments.</p>
</abstract>
<kwd-group>
<kwd>energy substrates</kwd>
<kwd>brain slices</kwd>
<kwd>synaptic plasticity</kwd>
<kwd>neuronal activity</kwd>
<kwd>energy metabolism</kwd>
<kwd>oxygen</kwd>
<kwd>NAD(P)H</kwd>
<kwd>local field potential</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="66"/>
<page-count count="13"/>
<word-count count="9222"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="introduction">
<title>Introduction</title>
<p>In the intact brain, complex machinery exists that coordinates energy substrates delivery and adjusts energy substrate pool composition to the needs of neuronal energy metabolism (Abbott et al., <xref ref-type="bibr" rid="B1">2010</xref>; Pellerin, <xref ref-type="bibr" rid="B43">2010</xref>; Turner and Adamson, <xref ref-type="bibr" rid="B56">2011</xref>). In the acute brain slices, such a sophisticated system does not exist and the neuronal energy supply depends entirely on the experimental conditions. The primary requirement for the <italic>in vitro</italic> studies is to provide experimental conditions, which would approximate as close as possible the <italic>in vivo</italic> situation. One parameter of critical importance is the adequate slice oxygenation compulsory for aerobic energy metabolism.</p>
<p>For instance, it has been demonstrated that neuronal synaptic function (Yamamoto and Kurokawa, <xref ref-type="bibr" rid="B63">1970</xref>; Garcia et al., <xref ref-type="bibr" rid="B17">2010</xref>; Ivanov et al., <xref ref-type="bibr" rid="B23">2011</xref>), networks&#x02019; ability to generate physiological-like oscillations (Huchzermeyer et al., <xref ref-type="bibr" rid="B22">2008</xref>; Hajos et al., <xref ref-type="bibr" rid="B19">2009</xref>; Kann et al., <xref ref-type="bibr" rid="B24">2011</xref>), and efficiency of glucose utilization for supporting neuronal activity (Schurr and Payne, <xref ref-type="bibr" rid="B49">2007</xref>) all strongly depend on the oxygen tension in slices. In the few available electrophysiological studies with direct measurements of slice tissue oxygenation, a strong dependence of neuronal functions on oxygen was observed in the range of pO<sub>2</sub> (100&#x02013;400&#x02009;Torr; Foster et al., <xref ref-type="bibr" rid="B14">2005</xref>; Hajos et al., <xref ref-type="bibr" rid="B19">2009</xref>; Garcia et al., <xref ref-type="bibr" rid="B17">2010</xref>; Ivanov et al., <xref ref-type="bibr" rid="B23">2011</xref>; Kann et al., <xref ref-type="bibr" rid="B24">2011</xref>) that exceeded the physiological pO<sub>2</sub> range (10&#x02013;60&#x02009;Torr) in brain tissue <italic>in vivo</italic> (Erecinska and Silver, <xref ref-type="bibr" rid="B10">2001</xref>; Masamoto et al., <xref ref-type="bibr" rid="B37">2003</xref>, <xref ref-type="bibr" rid="B35">2007</xref>; Takano et al., <xref ref-type="bibr" rid="B54">2007</xref>). This fact suggests that the oxygen requirement for neuronal function is much higher in slices than <italic>in vivo</italic>. In the majority of electrophysiological studies performed on submerged slices, the oxygen tension in tissue was not controlled while the solution flow rate (normally 2&#x02013;4&#x02009;ml/min) or chamber constructions were chosen from the assumptions not substantiated by the direct measurements. The adequacy of such approach may be especially questionable for the interpretation of multicellular activity measurements related to the functioning of neurons throughout the slice depth (Hajos and Mody, <xref ref-type="bibr" rid="B20">2009</xref>).</p>
<p>Another important issue is the composition of energy substrate pool in ACSF. Standard ACSF contains glucose as the only energy substrate. Historically, the composition of ACSF was developed for replacement of physiological fluids in clinics (see for review Zilberter et al., <xref ref-type="bibr" rid="B65">2010</xref>) but not for mimicking the extracellular neuron environment. Glucose indeed is the main energy substrate in blood circulating in the adult brain. However, the composition of energy substrate pool in the brain extracellular fluid may be complex and is defined by several factors such as network activity, neuron&#x02013;glia interactions, substrate delivery across the blood brain barrier, and others. For instance, it has been recently demonstrated that lactate is the preferable neuronal fuel during the intense brain activity (Wyss et al., <xref ref-type="bibr" rid="B62">2011</xref>). In slices, it is unclear whether glucose itself is able to fully cover energy demands during network activity. We have shown recently in neonatal slices that supplementing glucose in ACSF with other oxidative energy substrates enhances both the aerobic metabolism and synaptic function (Ivanov et al., <xref ref-type="bibr" rid="B23">2011</xref>). These results suggest that the sole use of glucose in ACSF may not be optimal in mature slices as well. In addition, it has been demonstrated (Whittingham et al., <xref ref-type="bibr" rid="B60">1984</xref>; Zur Nedden et al., <xref ref-type="bibr" rid="B66">2011</xref>) that the levels of adenine nucleotides in slices is about 50% lower than those measured <italic>in vivo</italic>, indicating that some processes underlying neuronal energy metabolism may be disrupted.</p>
<p>Therefore, the critical question is how close the experimental conditions accepted for the electrophysiological studies on slices approximate the natural neuronal environment in the brain and thus with what confidence the data obtained in these experiments extrapolate to the real <italic>in vivo</italic> situation.</p>
<p>In our previous study on neonatal brain slices (Ivanov et al., <xref ref-type="bibr" rid="B23">2011</xref>) we demonstrated the importance of oxidative metabolism of glucose-alternative energy substrates for the neuronal function. In the present study, we show that this conclusion is not limited to neonates but is valid for mature animals as well. In addition, we examine the influence of oxygen tension on neuronal population/spontaneous activity, our data pointing to a much stronger dependence of neuronal activity on oxygen tension in slices than that seen <italic>in vivo</italic>.</p>
</sec>
<sec sec-type="materials|methods" id="s1">
<title>Materials and Methods</title>
<sec>
<title>Tissue slice preparation</title>
<p>Brain slices were prepared from P19 to P44 Swiss mice of both sexes. All animal protocols conformed to the French Public Health Service policy and the INSERM guidelines on the use of laboratory animals. The mouse was rapidly decapitated and the brain was removed from the skull and placed in the ice-cold ACSF oxygenated with 95% O<sub>2</sub>/5% CO<sub>2</sub>. The ACSF solution consisted of (in mM/l): NaCl 124, KCl 2.50, NaH<sub>2</sub>PO<sub>4</sub> 1.25, NaHCO<sub>3</sub> 25, CaCl<sub>2</sub> 2.00, MgCl<sub>2</sub> 1.30, and dextrose 10, pH 7.4. Sagittal slices (350&#x02009;&#x003BC;m) were cut using a tissue slicer (Leica VT 1200&#x02009;s, Leica Microsystem Vertrieb GmbH, Germany). During cutting slices were submerged in an ice-cold (&#x0003C;6&#x000B0;C) cutting solution consisted of (in mM/l): K-gluconate 140, HEPES 10, Na-gluconate 15, EGTA 0.2, NaCl 4, pH adjusted to 7.2 with KOH. Slices were transferred immediately to a multi-well, dual-sided perfusion holding camera with constantly circulating oxygenated (95% O<sub>2</sub>/5% CO<sub>2</sub>) ACSF maintained at room temperature (22&#x02013;24&#x000B0;C), and allowed to recover for 2&#x02009;h. The chamber was designed for minimizing the O<sub>2</sub> escape and providing rapid solution exchange during incubation (whole volume renewal time &#x0003C;3&#x02009;min). Slices were then transferred to a recording chamber continuously superfused and oxygenated with 95% O<sub>2</sub>/5% CO<sub>2</sub> (33&#x02013;34&#x000B0;C).</p>
</sec>
<sec>
<title>Synaptic stimulation and field potential recordings</title>
<p>Shaffer collateral/commissural pathway was stimulated using the DS2A isolated stimulator (Digitimer Ltd., UK) with a bipolar nichrome electrode situated in the stratum radiatum (SR) of CA1 hippocampal region. Stimulus current was adjusted using single pulses (170&#x02013;240&#x02009;&#x003BC;A, 200&#x02009;&#x003BC;s, 0.15&#x02009;Hz) to produce a local field potential (LFP) of nearly 50% of maximal amplitude. LFPs were recorded using glass microelectrodes filled with ASCF, placed in stratum pyramidale at the 100- to 150-&#x003BC;m depth and connected to the DAM-80 amplifier (WPI, FL, USA). Synaptic stimulation consisted of a 30-s stimulus train (200&#x02009;&#x003BC;s pulses at 10&#x02009;Hz) was used to generate autofluorescence reduced pyridine nucleotide (NAD(P)H) response. LFPs were quantified by calculating their integral as described elsewhere (Ivanov et al., <xref ref-type="bibr" rid="B23">2011</xref>). Field postsynaptic potentials (fPSPs) were calculated by subtracting population spikes from LFPs.</p>
</sec>
<sec>
<title>NAD(P)H fluorescence imaging</title>
<p>Reduced nicotinamide adenine dinucleotide phosphate (NADPH) and reduced nicotinamide adenine dinucleotide (NADH) have very similar optical properties, and therefore is expected that NADPH also contributes to some extent to total autofluorescence signals (Klaidman et al., <xref ref-type="bibr" rid="B29">1995</xref>; Shuttleworth, <xref ref-type="bibr" rid="B50">2010</xref>). Moreover, recent reports suggest the importance of pentose-phosphate pathway for neuronal glucose metabolism (Bolanos et al., <xref ref-type="bibr" rid="B5">2010</xref>). Changes in NAD(P)H fluorescence in hippocampal slices were monitored using a 290- to 370-nm excitation filter and 420&#x02009;nm long pass filter for emission (Omega Optical, Brattleboro, VT, USA). The light source was the Intensiligh C-HGFI illuminator (Nikon Instruments Europe B.V., UK) equipped with a mercury arc lamp. Slices were epi illuminated and imaged through a Nikon upright microscope (FN1, Eclipse) with 4&#x000D7;/0.10 Nikon Plan objective. Images were acquired using a linear, cooled 12-b CCD camera (Sensicam, PCO AG, Germany) with a 640&#x02009;&#x000D7;&#x02009;480 digital spatial resolution. Because of a low level of fluorescence emission for this fluorophore, NAD(P)H images were acquired every 600&#x02013;800&#x02009;ms as 8&#x02009;&#x000D7;&#x02009;8 binned images (effective spatial resolution of 80&#x02009;&#x000D7;&#x02009;60 pixels). The exposure time was adjusted to obtain fluorescence intensity between 2000 and 3000 optical intensity levels. Images were stored in a computer as 12-b files (0&#x02013;4096 dynamic range). Fluorescence intensity changes in SR near sites of LFP and pO<sub>2</sub> recordings were extracted in three to five regions of interest using ImageJ software (developed by Wayne Rasband, NIH, USA). Data were expressed as the percentage changes in fluorescence over a baseline [(&#x00394;<italic>F</italic>/<italic>F</italic>)&#x000B7;100%]. Signal analysis was performed using IgorPro software (WaveMetrics, Inc., OR, USA).</p>
</sec>
<sec>
<title>Oxygen measurements</title>
<p>A Clark-style oxygen microelectrode (OX-10, tip diameter 10&#x02009;&#x003BC;m; Unisense Ltd., Denmark) was used to measure slice tissue PO<sub>2</sub>. The electrode was connected to a picoammeter (PA2000, Unisense Ltd., Denmark) and the cathode was polarized at &#x02212;800&#x02009;mV in normal saline at 22&#x000B0;C for up to 12&#x02009;h before the first use. A two-point calibration (in pA) was performed following polarization by inserting the electrode in normal saline solution (at 33&#x000B0;C) equilibrated with either 95% O<sub>2</sub>&#x02013;5% CO<sub>2</sub> or ambient air. Calibrations were repeated after each experiment to determine the PO<sub>2</sub> values. The oxygen electrode (response time 1&#x02013;3&#x02009;s) was positioned using motorized micromanipulator (Scientifica Ltd., UK) in SR at the proximity to field potential recording electrode (at 100&#x02013;150&#x02009;&#x003BC;M slice depth).</p>
</sec>
<sec>
<title>Pharmacology</title>
<p>Drugs used were purchased from Sigma (racemic mixture of DL-3-hydroxybutyric acid sodium salt, <sc>l</sc>-lactate sodium salt, pyruvate sodium salt). Within the racemic mixture, D-BHB is the primary mediator of the physiological effects of DL-BHB, and is the only form that can function as a substrate for mitochondrial BHB dehydrogenase. Consequently, only 50% of exogenous DL-BHB is expected to be utilized (Tsai et al., <xref ref-type="bibr" rid="B55">2006</xref>).</p>
</sec>
<sec>
<title>Statistical analysis</title>
<p>Group measures were expressed as means&#x02009;&#x000B1;&#x02009;SEM; error bars also indicate SEM. Statistical significance was assessed using the Wilcoxon&#x02019;s signed paired test or Student&#x02019;s paired <italic>t</italic>-test. The level of significance was set at <italic>p</italic>&#x02009;&#x0003C;&#x02009;0.05.</p>
</sec>
</sec>
<sec>
<title>Results</title>
<sec>
<title>Oxygen tension depth profile in submerged slices depends on the solution flow rate</title>
<p>To evaluate the oxygen availability at different slice depths we measured the oxygen tension in submerged slices placed in a standard round chamber (bottom diameter 17&#x02009;mm, volume &#x0003C;1.5&#x02009;ml) and superfused with solution from the upper side. Figure <xref ref-type="fig" rid="F1">1</xref>Aa shows the oxygen depth profile measured at 15 and 4&#x02009;ml/min solution flow rates (slice is depicted by the gray color bar). Similar to our measurements on neonatal slices (Ivanov et al., <xref ref-type="bibr" rid="B23">2011</xref>), pO<sub>2</sub> began to decrease close (200&#x02013;300&#x02009;&#x003BC;m) to the slice surface. Importantly, on the slice surface, pO<sub>2</sub> was already significantly lower than that in the incoming solution (&#x0007E;720&#x02009;Torr) being 441&#x02009;&#x000B1;&#x02009;11&#x02009;Torr at 15&#x02009;ml/min and 258&#x02009;&#x000B1;&#x02009;53&#x02009;Torr at 4&#x02009;ml/min (<italic>n</italic>&#x02009;&#x0003D;&#x02009;5). Note that the solution outflow was located in the vicinity of slice surface since at more distant input locations the oxygen distribution was significantly worse. At 4&#x02009;ml/min, pO<sub>2</sub> steeply decreased within the slice depth coming close to zero at &#x0007E;200&#x02009;&#x003BC;m. The oxygen depth profile was much better at 15&#x02009;ml/min with pO<sub>2</sub> of about 300&#x02009;Torr in the slice core.</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p><bold>Rate of perfusion determines oxygen distribution and LFP magnitude in a slice</bold>. <bold>(A)</bold> Measurements in a standard round chamber (1.5&#x02009;ml volume) with a submerged slice. <bold>(a)</bold> Oxygen depth profile at 15&#x02009;ml/min (blue) and 4&#x02009;ml/min (red) perfusion rate. A slice is depicted in gray; <bold>(b)</bold> LFPs recorded in CA1 in response to 0.15&#x02009;Hz stimulation of SC; <bold>(c)</bold> statistical summary of LFP integrals. <bold>(B)</bold> Oxygen depth profile in a custom chamber (&#x0003C;1&#x02009;ml volume) with a dual-sided perfusion of submerged slice. <bold>(C)</bold> Blockade of adenosine receptors by DPCPX does not prevent reduction of LFPs following decrease in the perfusion rate.</p></caption>
<graphic xlink:href="fnene-03-00009-g001.tif"/>
</fig>
<p>Oxygen consumption by a quiescent brain slice may be evaluated from our measurements of pO<sub>2</sub> at variable distance from the slice surface (Figure <xref ref-type="fig" rid="F1">1</xref>). Above 400&#x02009;&#x003BC;m from the surface, pO<sub>2</sub> remains constant (&#x0007E;700&#x02009;Torr). Proximal to the slice, pO<sub>2</sub> declines rapidly to about 440&#x02009;Torr at the slice surface (at 15&#x02009;ml/min flow rate). Therefore, we consider that the slice consumes O<sub>2</sub> from the volume defined as the slice surface (&#x0007E;0.6&#x02009;cm<sup>2</sup>) multiplied by 400&#x02009;&#x003BC;m. Note that in the absence of the slice, oxygen is distributed homogeneously and its concentration is 850&#x02009;&#x003BC;M/l as calculated from the pO<sub>2</sub> of 700&#x02009;Torr, temperature 33&#x000B0;C, and ACSF salinity 12%. The total amount of O<sub>2</sub> in this volume is 0.02&#x02009;&#x003BC;M. The amount of O<sub>2</sub> with the slice present can be obtained by the integration of O<sub>2</sub> distribution over this volume, which results in a value of 0.017&#x02009;&#x003BC;M. Thus, the slice consumes 0.003&#x02009;&#x003BC;M of oxygen from the perfusion chamber volume. Since the chamber volume is 1.5&#x02009;ml and ACSF is completely renewed 10 times per minute (at 15&#x02009;ml/min flow rate), the O<sub>2</sub> consumption is 0.003&#x02009;&#x000D7;&#x02009;10&#x02009;&#x0003D;&#x02009;0.03&#x02009;&#x003BC;M/min. The mean wet weight of a 350-&#x003BC;m thick brain slice from a P30 mouse is about 20&#x02009;mg. Assuming that the oxygen utilization is constant over the slice, the oxygen consumption is 1.5&#x02009;&#x003BC;M/min/g of wet weight. However, it is necessary to take into account the extent of slice tissue integrity. Indeed, due to the cutting procedure, the slice edges contain mainly dead cells and the thickness of these edges has been estimated to be 35&#x02013;50&#x02009;&#x003BC;m from each side (Feig and Lipton, <xref ref-type="bibr" rid="B11">1990</xref>; Frenguelli et al., <xref ref-type="bibr" rid="B16">2003</xref>). Therefore, the slice volume consuming oxygen should be decreased by at least 20% (at 35&#x02009;&#x003BC;m dead edges) and that in turn increases the estimate of O<sub>2</sub> consumption to 1.8&#x02009;&#x003BC;M/min/g wet weight. The reported whole brain oxygen consumption of rats is 3.4&#x02013;4.6&#x02009;&#x003BC;M/min/g wet weight (Erecinska and Silver, <xref ref-type="bibr" rid="B10">2001</xref>). Therefore, even when exposed to a relatively high oxygen tension (440&#x02009;Torr at the surface and 320&#x02009;Torr in the core, blue curve in Figure <xref ref-type="fig" rid="F1">1</xref>Aa), neuronal tissue in a &#x0201C;quiescent&#x0201D; slice consumes lesser or comparable amount of oxygen to recorded consumption <italic>in vivo</italic>.</p>
<p>In the same experiments, to examine the effect of perfusion rate on neuronal electrical activity we also measured the LFPs in CA1 region induced by single stimulation of Schaffer collaterals (SC). In line with previous observations (Garcia et al., <xref ref-type="bibr" rid="B17">2010</xref>; Ivanov et al., <xref ref-type="bibr" rid="B23">2011</xref>), LFPs were strongly dependent on the perfusion rate (Figure <xref ref-type="fig" rid="F1">1</xref>Ab) with LFP integrals 53&#x02009;&#x000B1;&#x02009;11% smaller at 4&#x02009;ml/min compared to those recorded at 15&#x02009;ml/min rate (Figure <xref ref-type="fig" rid="F1">1</xref>Ac; <italic>n</italic>&#x02009;&#x0003D;&#x02009;5, <italic>p</italic>&#x02009;&#x0003C;&#x02009;0.05).</p>
<p>In some previous studies, scientists used the dual laminar flow slice perfusion chambers to provide better conditions for slice functioning (Hajos and Mody, <xref ref-type="bibr" rid="B20">2009</xref>). We examined whether at different rates of solution flow such configuration can significantly improve slice oxygenation and electrical activity (Figure <xref ref-type="fig" rid="F1">1</xref>B). Indeed, dual laminar flow (chamber volume &#x0003C;1&#x02009;ml) considerably enhances oxygenation of deep slice layers at low perfusion rates (Figure <xref ref-type="fig" rid="F1">1</xref>B, left) improving, therefore, the endurance of neurons in these layers. Nevertheless, at 4&#x02009;ml/min perfusion rate, such an improvement in oxygenation did not appear to be sufficient enough to augment the synaptic function, as LFPs were still much smaller (by 45&#x02009;&#x000B1;&#x02009;16%; <italic>n</italic>&#x02009;&#x0003D;&#x02009;7, <italic>p</italic>&#x02009;&#x0003C;&#x02009;0.01) at 4&#x02009;ml/min than those at 15&#x02009;ml/min (Figure <xref ref-type="fig" rid="F1">1</xref>B, right).</p>
<p>Another approach sometimes utilized for improving slice oxygenation is an exchange of air directly in contact with the bath solution to oxygen. In three experiments (data not shown), such approach did not change significantly neither the slice oxygen levels nor LFP values (LFPs were by 41&#x02009;&#x000B1;&#x02009;17% smaller at 4&#x02009;ml/min than at 15&#x02009;ml/min).</p>
<p>To rule out a possibility that the high perfusion rate may result in a washout of some active substances from slice tissue and thus affect LFPs, we measured LFPs at the same 15&#x02009;ml/min superfusion with 95% O<sub>2</sub> and &#x0007E;50% O<sub>2</sub> oxygenation, partially substituting oxygen for air (<italic>n</italic>&#x02009;&#x0003D;&#x02009;3). Similar to the experiments with different solution flow rates, lower solution oxygenation resulted in a strong reduction of LFPs (not shown).</p>
<p>Finally, inhibition of neuronal energy metabolism may result in an increase in extracellular adenosine concentration, activation of the A1 type adenosine receptors and suppression of synaptic function (Zhao et al., <xref ref-type="bibr" rid="B64">1997</xref>; Coelho et al., <xref ref-type="bibr" rid="B7">2000</xref>). Therefore, we performed experiments with different perfusion rates in the presence of 100&#x02009;nM DPCPX, an antagonist of A1 receptors (Figure <xref ref-type="fig" rid="F1">1</xref>C). Blockade of adenosine receptors did not prevent the decrease of LFPs at lower perfusion rates and this effect did not differ significantly from that seen in ACSF: at 8&#x02009;ml/min, LFPs decreased by 24&#x02009;&#x000B1;&#x02009;9% in ACSF vs. 17&#x02009;&#x000B1;&#x02009;9% in ACSF&#x02009;&#x0002B;&#x02009;DPCPX (<italic>n</italic>&#x02009;&#x0003D;&#x02009;5, <italic>p</italic>&#x02009;&#x0003D;&#x02009;0.16); at 4&#x02009;ml/min, LFPs decreased by 55&#x02009;&#x000B1;&#x02009;11% in ACSF vs. 47&#x02009;&#x000B1;&#x02009;17% in ACSF&#x02009;&#x0002B;&#x02009;DPCPX (<italic>n</italic>&#x02009;&#x0003D;&#x02009;5, <italic>p</italic>&#x02009;&#x0003D;&#x02009;0.27).</p>
<p>Therefore, our results indicate that at low perfusion rates, the decrease in slice oxygen tension underlies the decline of synaptic function. In addition we found no alternatives to a high rate of perfusion for maintaining sufficient oxygenation in submerged slices.</p>
</sec>
<sec>
<title>Oxygen availability controls energy metabolism and synaptic function of neurons in slices</title>
<p>Figure <xref ref-type="fig" rid="F2">2</xref>A demonstrates the typical recordings of LFPs and oxygen pressure during a stimulation protocol that we have used for analyzing energy metabolism and electrophysiological characteristics at prolonged neuronal population activity. Following a series of single SC stimulations (1/7&#x02009;s), neurons were activated by a 30-s, 10&#x02009;Hz train (15&#x02009;ml/min perfusion rate in Figure <xref ref-type="fig" rid="F2">2</xref>). The train stimulation-induced potent oxygen consumption by hippocampal cells (Figure <xref ref-type="fig" rid="F2">2</xref>A, blue) as indicated by a fast decrease in pO<sub>2</sub> by 120&#x02009;Torr during first 10&#x02009;s of stimulation (mean rate was 200&#x02009;&#x000B1;&#x02009;40&#x02009;Torr per 10&#x02009;s, <italic>n</italic>&#x02009;&#x0003D;&#x02009;7). LFPs in the train initially increased, presumably due to synaptic facilitation (Pitler and Landfield, <xref ref-type="bibr" rid="B45">1987</xref>), but then declined strongly toward the end of train in parallel with a drop of oxygen level (by about 130&#x02009;Torr). Interestingly, a slow recovery of LFPs started with a delay of about 30&#x02009;s after the train and followed closely the pO<sub>2</sub> recovery (Figure <xref ref-type="fig" rid="F2">2</xref>B).</p>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p><bold>Local field potentials and oxygen transient during stimulation protocol</bold>. <bold>(A)</bold> Simultaneous recordings of oxygen tension and LFPs (stimulation artifacts subtracted).<bold>(B)</bold> Time course of oxygen and LFP recovery (averaged from five experiments) after the end of stimulation train. Filled circles show the data range where LFP linearly correlates with pO<sub>2</sub> (see inset).</p></caption>
<graphic xlink:href="fnene-03-00009-g002.tif"/>
</fig>
<p>We examined the energy metabolism parameters and electrophysiological characteristics of neuronal population activity at the perfusion rate of 15&#x02009;ml/min and following its reduction to 4&#x02009;ml/min (Figure <xref ref-type="fig" rid="F3">3</xref>). Note that in this and other experiments, the presynaptic fiber volley component of LFPs did not change whatsoever, indicating that SC stimulation activated a constant number of nerve fibers throughout the experiment. At high perfusion rates, the stimulation train induced a strong oxygen consumption by hippocampal cells (Figure <xref ref-type="fig" rid="F3">3</xref>A, blue) and NAD(P)H autofluorescence revealed a biphasic transient characteristic for slices (Foster et al., <xref ref-type="bibr" rid="B15">2006</xref>) with the pronounced dip (oxidation phase) and overshoot reflecting NAD(P)<sup>&#x0002B;</sup> reduction. Slowing down the rate of perfusion resulted in a considerable decrease of both oxygen consumption and NAD(P)H oxidation phase (Figure <xref ref-type="fig" rid="F3">3</xref>A, red). Meanwhile, the NAD(P)H overshoot did not change significantly suggesting that the overshoot may relate to some anaerobic (presumably glycolytic) part of the metabolic pathway (Kasischke et al., <xref ref-type="bibr" rid="B26">2004</xref>). Modification of energy metabolism correlated with oxygen availability was also reflected in changes of neuronal electrical activity (Figure <xref ref-type="fig" rid="F3">3</xref>B). At lower rates of perfusion, LFPs were not only smaller throughout the train but revealed also different dynamics. This is shown in Figure <xref ref-type="fig" rid="F3">3</xref>C, depicting LFP integrals in the train obtained from raw data (Figure <xref ref-type="fig" rid="F3">3</xref>C inset) and from data normalized to the first response. Distinctions in LFP dynamics during the train stimulation at different oxygen availability conditions indicate that modulation of energy metabolism induces not only a &#x0201C;scaling&#x0201D; of synaptic response but also the qualitative changes in synaptic functioning. Figure <xref ref-type="fig" rid="F4">4</xref>Aa shows averaged normalized LFP synaptic components &#x02013; fPSPs (see <xref ref-type="sec" rid="s1">Materials and Methods</xref>) recorded at 15 and 4&#x02009;ml/min solution flow rates in 15 slices. Note much stronger changes in synaptic responses at lower perfusion rates. Figure <xref ref-type="fig" rid="F4">4</xref>Ab shows a relative change of the first fPSPs in train: at 4&#x02009;ml/min solution flow rate, the fPSP integral was 34&#x02009;&#x000B1;&#x02009;4% of that at 15&#x02009;ml/min (<italic>p</italic>&#x02009;&#x0003C;&#x02009;0.001). Figures <xref ref-type="fig" rid="F4">4</xref>B,C show relative changes in the NAD(P)H profile and oxygen consumption at 15 and 4&#x02009;ml/min superfusion: the NAD(P)H oxidation phase integral decreased by 88&#x02009;&#x000B1;&#x02009;4% (<italic>p</italic>&#x02009;&#x0003C;&#x02009;0.001) while the overshoot integral by 17&#x02009;&#x000B1;&#x02009;36% (not significant, <italic>p</italic>&#x02009;&#x0003E;&#x02009;0.1); the oxygen transient integral decreased by 67&#x02009;&#x000B1;&#x02009;6% (<italic>p</italic>&#x02009;&#x0003C;&#x02009;0.001) and the oxygen transient amplitude by 76&#x02009;&#x000B1;&#x02009;4% (<italic>p</italic>&#x02009;&#x0003C;&#x02009;0.001).</p>
<fig id="F3" position="float">
<label>Figure 3</label>
<caption><p><bold>Changes in oxygen transients, NAD(P)H signaling, and LFPs during train stimulation at different perfusion rates</bold>. <bold>(A)</bold> Oxygen transients and NAD(P)H autofluorescence recorded at different perfusion rates in the same slice. <bold>(B)</bold> LFPs during the stimulation train. <bold>(C)</bold> LFP integrals during the train stimulation calculated from original data (inset) and after normalization to the first response.</p></caption>
<graphic xlink:href="fnene-03-00009-g003.tif"/>
</fig>
<fig id="F4" position="float">
<label>Figure 4</label>
<caption><p><bold>Short-term synaptic plasticity and oxidative metabolism strongly depend on the rate of perfusion (oxygen supply)</bold>. <bold>(A, a)</bold> Integrals of fPSPs induced by the train stimulation and normalized to the first response. Note much stronger relative changes in consequent fPSPs at smaller perfusion rate; <bold>(b)</bold> Integrals of the first fPSPs in the train. <bold>(B)</bold> NAD(P)H signaling parameters at different perfusion rates. <bold>(C)</bold> Oxygen transient parameters at different perfusion rates.</p></caption>
<graphic xlink:href="fnene-03-00009-g004.tif"/>
</fig>
<p>To rule out a possibility that the effect of solution flow rate on neuron electrical activity is induced by washing out of some substance(s) from slice tissue, we performed similar experiments (<italic>n</italic>&#x02009;&#x0003D;&#x02009;3; not shown) at 15&#x02009;ml/min superfusion with 95 and &#x0007E;50% oxygenation of ACSF. In line with previously published results (Garcia et al., <xref ref-type="bibr" rid="B17">2010</xref>), a partial oxygenation produced similar to a slow perfusion effects on LFPs.</p>
<p>Therefore, a solution flow rate too low to provide the adequate slice oxygenation disrupts neuronal energy metabolism and induces the qualitative changes in neuronal properties, which underlie the function of synaptic transmission and cellular excitability.</p>
</sec>
<sec>
<title>Spontaneous synchronized neuronal activity strongly depends on slice oxygenation</title>
<p>Since slice oxygenation causes a pronounced effect on synaptic function, this may be also reflected in synchronous neuronal network discharges. To explore this issue, we induced the interictal-like neuronal activity by 100&#x02009;&#x003BC;M of 4-AP and measured both field potentials and pO<sub>2</sub> in slices superfused at different rates (<italic>n</italic>&#x02009;&#x0003D;&#x02009;5). Figure <xref ref-type="fig" rid="F5">5</xref> demonstrates the original traces from such experiment. 4-AP applied at the solution flow rate of 15&#x02009;ml/min evoked spontaneous discharges within a few minutes. Induced LFPs were also periodically recorded at different stages of experiment (Figure <xref ref-type="fig" rid="F5">5</xref>, top). After stabilization of synchronous activity, the solution flow rate was changed to 8&#x02009;ml/min, inducing a significant reduction in both the oxygen level and frequency of interictal discharges. Following the reduction of solution flow rate down to 4&#x02009;ml/min, pO<sub>2</sub> dropped further and the amplitude and frequency of discharges decreased as well. Returning superfusion to 15&#x02009;ml/min recovered both pO<sub>2</sub> and synchronous network activity. Similar scenario was seen in five slices. Compared with 15&#x02009;ml/min superfusion, the mean frequency of synchronous discharges decreased by 76&#x02009;&#x000B1;&#x02009;5% at 4&#x02009;ml/min (<italic>p</italic>&#x02009;&#x0003C;&#x02009;0.001, <italic>n</italic>&#x02009;&#x0003D;&#x02009;5). Therefore, insufficient slice oxygenation strongly affects the ability of neuronal network for spontaneous synchronous activity induced by 4-AP.</p>
<fig id="F5" position="float">
<label>Figure 5</label>
<caption><p><bold>Synchronous network activity induced by 4-AP strongly depends on the rate of perfusion (oxygen supply)</bold>. Original simultaneous recordings of field potentials and oxygen tension during the 4-AP induced interictal-like network activity.</p></caption>
<graphic xlink:href="fnene-03-00009-g005.tif"/>
</fig>
</sec>
<sec>
<title>Oxidative metabolism and synaptic function are enhanced in ACSF enriched by energy substrates</title>
<p>We have recently demonstrated in neonatal slices that supplementation of glucose in ACSF with oxidative energy substrates enhances both the oxidative metabolism and synaptic function (Ivanov et al., <xref ref-type="bibr" rid="B23">2011</xref>). In the present study, we explored this issue using more mature brain slices. For this purpose, we utilized the energy substrate-enriched ACSF (eACSF; 5&#x02009;mM glucose &#x0002B;5&#x02009;mM pyruvate &#x0002B;4&#x02009;mM DL-BHB). The composition of eACSF has been discussed elsewhere (Holmgren et al., <xref ref-type="bibr" rid="B21">2010</xref>; Zilberter et al., <xref ref-type="bibr" rid="B65">2010</xref>). Note that we did not attempt to reproduce the composition of extracellular brain fluid but rather attempted to provide sufficient oxidative energy substrates for neuronal energy demands.</p>
<p>Figure <xref ref-type="fig" rid="F6">6</xref>Aa shows that compared to standard ACSF conditions, oxygen consumption during train stimulation is increased in eACSF and this is accompanied by a considerable augmentation of the NAD(P)H oxidation phase as well as a decrease in NAD(P)H overshoot. The enhancement of oxidative metabolism is paralleled by a change in LFP dynamics throughout the train (Figure <xref ref-type="fig" rid="F6">6</xref>Ab,c). In six slices (Figure <xref ref-type="fig" rid="F6">6</xref>B), the first LFPs in the train did not differ significantly while subsequent LFPs were significantly larger in eACSF. Meanwhile, the oxygen consumption increased in eACSF by 18&#x02009;&#x000B1;&#x02009;3% (Figure <xref ref-type="fig" rid="F6">6</xref>C; <italic>p</italic>&#x02009;&#x0003C;&#x02009;0.005), NAD(P)H oxidation phase by 140&#x02009;&#x000B1;&#x02009;33% (Figure <xref ref-type="fig" rid="F6">6</xref>D; <italic>p</italic>&#x02009;&#x0003C;&#x02009;0.001) and NAD(P)H overshoot decreased by 60&#x02009;&#x000B1;&#x02009;7% (Figure <xref ref-type="fig" rid="F6">6</xref>D; <italic>p</italic>&#x02009;&#x0003C;&#x02009;0.001). Therefore, in eACSF, the aerobic energy metabolism is enhanced compared to standard ACSF.</p>
<fig id="F6" position="float">
<label>Figure 6</label>
<caption><p><bold>At sufficient oxygen supply, energy substrates supplemented to glucose enhance both oxidative metabolism and synaptic function</bold>. In all experiments slices were superfused at 15&#x02009;ml/min. <bold>(A)</bold> Original traces of <bold>(a)</bold> oxygen and NAD(P)H transients and <bold>(b)</bold> LFPs during the train (stimulation artifact subtracted) recorded in ACSF (red) and eACSF (blue). The normalized LFP integrals during the train are shown in <bold>(c)</bold>. <bold>(B)</bold> Statistical summary (six slices) of LFP integrals during the train. The inset shows total LFP integrals (summation of all LFP integrals in the train). <bold>(C,D)</bold> Show statistical summary of oxygen and NAD(P)H parameters.</p></caption>
<graphic xlink:href="fnene-03-00009-g006.tif"/>
</fig>
<p>If the last statement is correct eACSF should lose its efficacy at conditions of oxygen deficiency. In five experiments, we compared the effects of ACSF and eACSF at lower slice oxygenation using the 8-ml/min superfusion. In contrast to the results obtained at high perfusion rate (15&#x02009;ml/min), LFPs did not differ significantly during the stimulation train (Figure <xref ref-type="fig" rid="F7">7</xref>A). In addition, transition to eACSF had no significant effect on the NAD(P)H oxidation phase (integral increased by 37&#x02009;&#x000B1;&#x02009;31%, <italic>n</italic>&#x02009;&#x0003D;&#x02009;5, <italic>p</italic>&#x02009;&#x0003E;&#x02009;0.3; not shown) indicating that supplemental substrates were not as efficient at lower perfusion rates when compared to their effect at 15&#x02009;ml/min superfusion. This conclusion was further confirmed by comparison of NAD(P)H signals recorded in eACSF at 15 and 8&#x02009;ml/min flow rates (Figures <xref ref-type="fig" rid="F7">7</xref>B,C). Lower perfusion rate (i.e., oxygenation) induced a substantial decrease in NAD(P)H oxidation phase integral (by 77&#x02009;&#x000B1;&#x02009;5%, <italic>n</italic>&#x02009;&#x0003D;&#x02009;5; <italic>p</italic>&#x02009;&#x0003C;&#x02009;0.001, Figures <xref ref-type="fig" rid="F7">7</xref>B,C) as well as an increase of overshoot (by 58&#x02009;&#x000B1;&#x02009;19%, <italic>n</italic>&#x02009;&#x0003D;&#x02009;5; <italic>p</italic>&#x02009;&#x0003C;&#x02009;0.01, Figures <xref ref-type="fig" rid="F7">7</xref>B,C). Importantly, these changes in the efficacy of aerobic metabolism occurred in the range of basal pO<sub>2</sub> (&#x0003E;150&#x02009;Torr) considerably exceeding the physiological pO<sub>2</sub> levels <italic>in vivo</italic> (20&#x02013;40&#x02009;Torr; Erecinska and Silver, <xref ref-type="bibr" rid="B10">2001</xref>; Masamoto et al., <xref ref-type="bibr" rid="B37">2003</xref>, <xref ref-type="bibr" rid="B35">2007</xref>; Takano et al., <xref ref-type="bibr" rid="B54">2007</xref>), suggesting divergent oxygen requirements of neurons in slices.</p>
<fig id="F7" position="float">
<label>Figure 7</label>
<caption><p><bold>Supplementary energy substrates are inefficient at a low perfusion rate (low oxygen supply)</bold>. <bold>(A)</bold> Left: summary of LFPs recorded in ACSF and eACSF in five slices superfused at 8&#x02009;ml/min. Right: comparison of total LFP integrals at 15 and 8&#x02009;ml/min perfusion rate. <bold>(B)</bold> Example of original traces of NAD(P)H signaling recorded in eACSF at different perfusion rates. <bold>(C)</bold> Summary of changes in NAD(P)H signaling recorded in eACSF at different perfusion rates.</p></caption>
<graphic xlink:href="fnene-03-00009-g007.tif"/>
</fig>
</sec>
<sec>
<title>Lactate-based eACSF induces similar to pyruvate-based eACSF effects</title>
<p>Lactate has been suggested as a preferential fuel for cortical neurons during intense network activity (Wyss et al., <xref ref-type="bibr" rid="B62">2011</xref>). We therefore examined the effects of a lactate-based eACSF (5&#x02009;mM glucose &#x0002B;5&#x02009;mM <sc>l</sc>-lactate &#x0002B;4&#x02009;mM DL-BHB). Similar to the pyruvate-based eACSF, both aerobic metabolism and synaptic function were enhanced in the lactate-based eACSF compared to standard ACSF (Figure <xref ref-type="fig" rid="F8">8</xref>). In particular, the total LFP integral was by 27&#x02009;&#x000B1;&#x02009;7.5% larger (Figure <xref ref-type="fig" rid="F8">8</xref>A; <italic>n</italic>&#x02009;&#x0003D;&#x02009;5, <italic>p</italic>&#x02009;&#x0003C;&#x02009;0.005). The oxygen consumption induced by stimulation train increased by 68&#x02009;&#x000B1;&#x02009;22% (Figure <xref ref-type="fig" rid="F8">8</xref>B; <italic>n</italic>&#x02009;&#x0003D;&#x02009;4, <italic>p</italic>&#x02009;&#x0003C;&#x02009;0.03); the NAD(P)H oxidation phase increased by 143&#x02009;&#x000B1;&#x02009;12% (Figure <xref ref-type="fig" rid="F8">8</xref>C; <italic>n</italic>&#x02009;&#x0003D;&#x02009;5, <italic>p</italic>&#x02009;&#x0003C;&#x02009;0.001) while the NAD(P)H overshoot decreased by 64&#x02009;&#x000B1;&#x02009;8% (Figure <xref ref-type="fig" rid="F8">8</xref>C; <italic>n</italic>&#x02009;&#x0003D;&#x02009;5, <italic>p</italic>&#x02009;&#x0003C;&#x02009;0.002). Therefore, at sufficient oxygen supply, the supplementing glucose in ACSF with different combinations of energy substrates improves both oxidative metabolism and efficacy of synaptic function.</p>
<fig id="F8" position="float">
<label>Figure 8</label>
<caption><p><bold>At sufficient oxygen supply, lactate-based eACSF causes similar effects as pyruvate-based eACSF</bold>. In all experiments slices were superfused at 15&#x02009;ml/min. <bold>(A)</bold> Total LFP integrals in the stimulation train (five slices). <bold>(B,C)</bold> Oxygen and NAD(P)H signaling parameters.</p></caption>
<graphic xlink:href="fnene-03-00009-g008.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion">
<title>Discussion</title>
<p>Our results demonstrate that synaptic efficacy, synaptic plasticity, and the neuronal network&#x02019;s potential for synchronized activity all strongly depend on oxidative energy metabolism. This conclusion is specifically important for the studies on brain slices where the oxygen delivery to neurons may be compromised by experimental conditions.</p>
<sec>
<title>Oxygen delivery to neurons in slices affects both synaptic efficacy and synaptic plasticity</title>
<p>Hippocampal LFPs revealed a strong dependence on oxygen distribution in a slice. Similar observations on P27&#x02013;P40 rats (Garcia et al., <xref ref-type="bibr" rid="B17">2010</xref>) and on neonatal (P4&#x02013;P7) mice (Ivanov et al., <xref ref-type="bibr" rid="B23">2011</xref>) have been reported previously although the underlying mechanism of synaptic function reliance on oxygen is unclear. Severe decrease in synaptic transmission was observed during slice exposure to a complete hypoxia (Pena and Ramirez, <xref ref-type="bibr" rid="B44">2005</xref>) and in such cases a decline in cellular ATP level was suggested as one reason for the failure of synaptic function (Kass and Lipton, <xref ref-type="bibr" rid="B27">1982</xref>; Lipton and Whittingham, <xref ref-type="bibr" rid="B33">1982</xref>). It was also demonstrated that hypoxia had a direct influence on the vesicular release mechanisms (Fleidervish et al., <xref ref-type="bibr" rid="B13">2001</xref>). Indeed, multiple studies of glutamatergic transmitter release from nerve terminals demonstrated prominent dependence of the release machinery on energy metabolism (Erecinska et al., <xref ref-type="bibr" rid="B9">1996</xref>; Nicholls, <xref ref-type="bibr" rid="B42">2003</xref>). Therefore, insufficient oxygen availability leads to the lowered oxidative metabolism and as the result may inhibit glutamate release from the pyramidal cell terminals. Interestingly, synaptic plasticity (see Figure <xref ref-type="fig" rid="F4">4</xref>Aa) is more striking at smaller perfusion rates (lower slice oxygenation). One possible reason for this may be an enhanced accumulation of Ca<sup>2&#x0002B;</sup> in the nerve terminals due to its insufficient ATP-dependent extrusion between pulses. The mechanism of this phenomenon, however, requires further clarification.</p>
</sec>
<sec>
<title>Synchronized spontaneous network activity depends on oxygen delivery</title>
<p>Deficiency in oxidative metabolism results not only in downregulation of synaptic function but also strongly affects the ability of neuronal network for synchronous discharges. Recently, Hajos et al. (<xref ref-type="bibr" rid="B19">2009</xref>) reported that both spontaneously occurring sharp wave&#x02013;ripple oscillations and cholinergically induced fast oscillations in submerged hippocampal slices could be observed only at the solution flow rates providing sufficient slice oxygenation (about 6&#x02009;ml/min in their custom dual-sided perfusion chamber). Strong dependence of cholinergically induced gamma oscillations on oxygen pressure was also demonstrated on the organotypic hippocampal slice cultures (Huchzermeyer et al., <xref ref-type="bibr" rid="B22">2008</xref>). The importance of appropriate slice oxygenation for the approximation of physiological-like network properties was discussed recently by Hajos and Mody (<xref ref-type="bibr" rid="B20">2009</xref>). In our experiments (see Figure <xref ref-type="fig" rid="F4">4</xref>), both the amplitude and frequency of 4-AP induced spontaneous discharges decreased sharply with the drop in slice oxygenation (switch of perfusion from 15 to 4&#x02009;ml/min). Therefore, these results suggest that the inadequate oxidative metabolism, e.g., due to insufficient slice oxygenation, considerably modifies network properties required for the synchronous neuronal activity, either intrinsic or induced.</p>
</sec>
<sec>
<title>Neuronal activity vs. oxygen pressure <italic>in vivo</italic> and in slices</title>
<p>Since mitochondrial oxidative phosphorylation is coupled to oxygen reduction and is responsible for most of the cellular oxygen consumption, the rate of respiration is a measure of the rate of ATP synthesis. In brain, the respiratory rate may be controlled within a wide dynamic range and in the normal steady-state of cellular metabolism it provides ATP at precisely the rate needed to cover cell energy demands (Wilson et al., <xref ref-type="bibr" rid="B61">1979</xref>; Erecinska and Silver, <xref ref-type="bibr" rid="B10">2001</xref>). The ambient oxygen concentration in rat hippocampus <italic>in vivo</italic> is about 20&#x02013;30&#x02009;Torr (Erecinska and Silver, <xref ref-type="bibr" rid="B10">2001</xref>; Kasischke et al., <xref ref-type="bibr" rid="B25">2011</xref>). Therefore, although a relatively low oxygen environment is natural for a significant fraction of cortical neurons (Gjedde, <xref ref-type="bibr" rid="B18">2002</xref>; Ndubuizu and Lamanna, <xref ref-type="bibr" rid="B41">2007</xref>), this environment is still capable of efficiently supporting normal cortical function.</p>
<p>The obvious question therefore is how to reconcile the <italic>in vivo</italic> observations with the apparent much stronger oxygen dependence of neuronal activity in slices. Indeed, strong changes in LFP values occurred in slices in the range of oxygen tensions where the lower level exceeded the normal oxygen levels <italic>in vivo</italic> (Garcia et al., <xref ref-type="bibr" rid="B17">2010</xref>; Ivanov et al., <xref ref-type="bibr" rid="B23">2011</xref>). Garcia et al. (<xref ref-type="bibr" rid="B17">2010</xref>) observed that a single stimulation-evoked population response nearly disappeared after a switch of solution oxygenation from 0.95 ATA O<sub>2</sub> to 0.60 ATA O<sub>2</sub>, although the minimal oxygen pressure in a slice core was about 100&#x02009;Torr. Hyperoxic conditions were required to obtain physiological-like spontaneous gamma oscillations in acute slices (Fisahn et al., <xref ref-type="bibr" rid="B12">1998</xref>; Hajos et al., <xref ref-type="bibr" rid="B19">2009</xref>; Kann et al., <xref ref-type="bibr" rid="B24">2011</xref>). Huchzermeyer et al. (<xref ref-type="bibr" rid="B22">2008</xref>) noted that gamma oscillations in cultured (organotypic) hippocampal slices strongly decreased at 20% O<sub>2</sub> in perfusate (compared to 95%) despite the fact that the baseline pO<sub>2</sub> was about 50&#x02009;Torr in a slice core, decreasing during oscillations to about 20&#x02009;Torr and still being in the range of interstitial pO<sub>2</sub> values in air-respiring rodents (Erecinska and Silver, <xref ref-type="bibr" rid="B10">2001</xref>; Takano et al., <xref ref-type="bibr" rid="B54">2007</xref>).</p>
<p>On the other hand, when oxygen tension <italic>in vivo</italic> is comparable to those required for neuronal function in slices, oxygen is obviously toxic. For instance, O<sub>2</sub> toxicity occurred in awake rats breathing oxygen at &#x0003E;4.0 ATA O<sub>2</sub> (&#x0003E;400&#x02009;Torr in the brain; Demchenko et al., <xref ref-type="bibr" rid="B8">2005</xref>), manifesting in tonic clonic seizures (Simon and Torbati, <xref ref-type="bibr" rid="B51">1982</xref>). However, seizures were not observed in hippocampal slices exposed to similar (&#x0003E;4 ATA) pO<sub>2</sub> levels (Garcia et al., <xref ref-type="bibr" rid="B17">2010</xref>). Contrary to LFPs recorded in slices (Garcia et al., <xref ref-type="bibr" rid="B17">2010</xref>), cortical LFPs induced by somatosensory stimulation in anesthetized rats were similar at 1 (about 40&#x02009;Torr pO<sub>2</sub>), 3, or 4 ATA (&#x0003E;400&#x02009;Torr pO<sub>2</sub>) of breathing oxygen (Lindauer et al., <xref ref-type="bibr" rid="B32">2010b</xref>), indicating much lower oxygen dependence of neuronal activity <italic>in vivo</italic>.</p>
<p>In agreement with previous reports, our results demonstrate that LFPs induced by periodic single stimulations significantly decreased with the reduction of pO<sub>2</sub> to values higher than the upper level of physiological range (see Figure <xref ref-type="fig" rid="F1">1</xref>). Spontaneous synchronous network activity revealed a pronounced sensitivity to oxygen above the physiological range (Figure <xref ref-type="fig" rid="F5">5</xref>).</p>
<p>Our data also indicate an uncoupling between oxygen pressure measured in slice tissue and neuronal energy metabolism (see also Turner et al., <xref ref-type="bibr" rid="B57">2007</xref>). At oxygen tensions that might be considered as &#x0201C;hyperoxic,&#x0201D; the prolonged synaptic stimulation-induced NAD(P)H signal showed dynamics abnormal for the <italic>in vivo</italic> observations (Rosenthal and Jobsis, <xref ref-type="bibr" rid="B48">1971</xref>; Lothman et al., <xref ref-type="bibr" rid="B34">1975</xref>; Lamanna et al., <xref ref-type="bibr" rid="B30">1984</xref>; Mayevsky and Chance, <xref ref-type="bibr" rid="B40">2007</xref>), namely the large overshoot and small oxidative phase (see Figure <xref ref-type="fig" rid="F3">3</xref>). Interestingly, at such oxygenation levels, supplementation of glucose with other oxidative energy substrates (pyruvate, lactate, and BHB) increased the NAD(P)H oxidation phase substantially. However, the effect of these substrates practically disappeared at lower oxygenation levels (see Figures <xref ref-type="fig" rid="F6">6</xref> and <xref ref-type="fig" rid="F7">7</xref>), indicating that despite the pO<sub>2</sub> being above the physiological range, the oxygen supply was insufficient for oxidative phosphorylation. Therefore there exists an apparent discrepancy in the definition of &#x0201C;normoxic&#x0201D; tissue oxygen pressure between the <italic>in vivo</italic> and slice conditions.</p>
<p>One possible reason for such a discrepancy may be compromised metabolism in brain slices, presumably as a consequence of traumatic cutting procedure (Rolleston and Newsholme, <xref ref-type="bibr" rid="B47">1967</xref>; Benjamin and Verjee, <xref ref-type="bibr" rid="B4">1980</xref>; Whittingham et al., <xref ref-type="bibr" rid="B60">1984</xref>; Zur Nedden et al., <xref ref-type="bibr" rid="B66">2011</xref>). This results in a substantial decrease of high energy phosphates, in particular, about 50% lower than <italic>in vivo</italic> concentrations of ATP and PCr (Whittingham et al., <xref ref-type="bibr" rid="B60">1984</xref>) or 40&#x02013;60% smaller the total adenine nucleotide pool (Whittingham et al., <xref ref-type="bibr" rid="B60">1984</xref>; Zur Nedden et al., <xref ref-type="bibr" rid="B66">2011</xref>). It was also reported that the rate of glycolysis in brain slices (Rolleston and Newsholme, <xref ref-type="bibr" rid="B47">1967</xref>; Benjamin and Verjee, <xref ref-type="bibr" rid="B4">1980</xref>) is 50% or less of that <italic>in vivo</italic>.</p>
<p>In addition, the dynamics of pO<sub>2</sub> variability during neuronal activity differs radically between the intact brain and slices. <italic>In vivo</italic>, changes in neuronal activity are tightly coupled to changes in regional metabolism, local cerebral blood flow, and oxygenation (Raichle and Mintun, <xref ref-type="bibr" rid="B46">2006</xref>; Masamoto et al., <xref ref-type="bibr" rid="B38">2008</xref>; Lindauer et al., <xref ref-type="bibr" rid="B32">2010b</xref>; Vazquez et al., <xref ref-type="bibr" rid="B58">2010</xref>) although the factors regulating changes in cerebral blood flow during physiological activation remain the subject of debate (Raichle and Mintun, <xref ref-type="bibr" rid="B46">2006</xref>; Verweij et al., <xref ref-type="bibr" rid="B59">2007</xref>; Lindauer et al., <xref ref-type="bibr" rid="B31">2010a</xref>,<xref ref-type="bibr" rid="B32">b</xref>). As the result, after the onset of neuronal activity, the tissue pO<sub>2</sub> can exceed the required level by 1.5&#x02013;2 times (Erecinska and Silver, <xref ref-type="bibr" rid="B10">2001</xref>; Masamoto et al., <xref ref-type="bibr" rid="B37">2003</xref>, <xref ref-type="bibr" rid="B35">2007</xref>). Note also that the distance from any neuron to the nearest blood vessel providing oxygen supply does not exceed 25&#x02009;&#x003BC;m (Erecinska and Silver, <xref ref-type="bibr" rid="B10">2001</xref>; Masamoto et al., <xref ref-type="bibr" rid="B36">2004</xref>; Abbott et al., <xref ref-type="bibr" rid="B1">2010</xref>). However, even at such a favorable for the oxygen delivery situation, the oxygen distribution in cortical tissue is not homogenous and local regions of a minor hypoxia can exist (Kasischke et al., <xref ref-type="bibr" rid="B25">2011</xref>). In slices, oxygen is delivered to neurons by diffusion from the superfusing solution. Compared to the rate of oxygen consumption by neurons, the rate of oxygen diffusion in slice tissue is very slow. Indeed, analysis of our data showed that at the beginning of train stimulation, pO<sub>2</sub> declines with a mean rate of about 20&#x02009;Torr/s (see pO<sub>2</sub> transients in Figures <xref ref-type="fig" rid="F2">2</xref>A, <xref ref-type="fig" rid="F3">3</xref>A, and <xref ref-type="fig" rid="F6">6</xref>A). This value is likely underestimated because the response time of oxygen probe could be as long as 3&#x02009;s. After the train, pO<sub>2</sub> recovers up to the initial level for longer than 100&#x02009;s. The highest rate of recovery is about 4&#x02009;Torr/s that is five times slower than O<sub>2</sub> consumption at the beginning of stimulation episode. Therefore, during neuronal activity, the oxygen consumption in vicinity of neurons is not followed by the oxygen recovery. Although during neuronal activity the oxygen electrode in slice tissue registers a relatively high integral oxygen pressure, the real oxygen levels in neuronal microenvironment may be extremely inhomogeneous (see also Turner et al., <xref ref-type="bibr" rid="B57">2007</xref>; Huchzermeyer et al., <xref ref-type="bibr" rid="B22">2008</xref>). Definitely, this issue requires further investigation. It is evident, however, that there is a substantial discrepancy between functional effects of similar oxygen levels in the brain and slices. This suggests that analyzing the link between neuronal functions and pO<sub>2</sub> in slices (e.g., &#x0201C;normoxic&#x0201D; or &#x0201C;hyperoxic&#x0201D;), the direct reference to pO<sub>2</sub> <italic>in vivo</italic> may be inadequate.</p>
<p>One very attractive, although yet speculative, explanation of the extremely high demands of slice neuronal activity for oxygen is associated with the mitochondrial anion-carrier proteins that are located on the inner mitochondrial membrane and are called uncoupling proteins (UCPs; Mattson and Liu, <xref ref-type="bibr" rid="B39">2003</xref>; Andrews et al., <xref ref-type="bibr" rid="B2">2005</xref>). UCPs provide a path for protons to return to the matrix without passing through ATP-synthase and therefore the energy derived from oxidation of substrates does not result in the production of ATP but is instead released as heat. UCPs can be activated by free radicals and free fatty acids. UCPs have been identified and shown to be highly expressed in the CNS including cortex and hippocampus (Andrews et al., <xref ref-type="bibr" rid="B2">2005</xref>). Interestingly, strong activation of UCPs has been documented during acute brain trauma and stroke/ischemia (Sullivan et al., <xref ref-type="bibr" rid="B52">2004</xref>; Kim-Han and Dugan, <xref ref-type="bibr" rid="B28">2005</xref>). From these facts, it is plausible to suggest that the acute preparation of brain slices may lead to the activation of UCPs in neurons. This would result in &#x0201C;shunting&#x0201D; of mitochondrial oxidative phosphorylation and a subsequent strong increase in the amount of oxygen required for the production of necessary amount of ATP. In such a case, the dependence of neuronal activity in slices on oxygen tension would be shifted toward higher pO<sub>2</sub> values.</p>
</sec>
<sec>
<title>Glucose does not fully cover energy demands during neuronal activity</title>
<p>The use of high concentration (10&#x02009;mM or above) of glucose as the sole energy substrate in ACSF does not seem to be adequate when mimicking <italic>in vivo</italic> extracellular neuronal environment (Barros et al., <xref ref-type="bibr" rid="B3">2007</xref>; Hajos and Mody, <xref ref-type="bibr" rid="B20">2009</xref>; Zilberter et al., <xref ref-type="bibr" rid="B65">2010</xref>). For instance, it is firmly established that the glucose concentration in cortical ECF is about 1&#x02013;2&#x02009;mM and is comparable and even lower (during intense neuronal activity) to the concentration of lactate. A number of recent studies (Castro et al., <xref ref-type="bibr" rid="B6">2009</xref>; Pellerin, <xref ref-type="bibr" rid="B43">2010</xref>), including those <italic>in vivo</italic> (Suzuki et al., <xref ref-type="bibr" rid="B53">2011</xref>; Wyss et al., <xref ref-type="bibr" rid="B62">2011</xref>), provide evidence that lactate is a key energy substrate for neuronal aerobic metabolism. In the active brain, the energy substrate pool in neuronal vicinity is the result of complex blood vessel&#x02013;astrocyte&#x02013;neuron interaction (Abbott et al., <xref ref-type="bibr" rid="B1">2010</xref>; Pellerin, <xref ref-type="bibr" rid="B43">2010</xref>). Therefore, <italic>a priori</italic> suggestion that glucose alone is able to cover fully energy requirements during neuron activation in slices seems to be unsubstantiated. The importance of modifying the ACSF composition to better approximate physiological conditions has been highlighted in recent reviews (Hajos and Mody, <xref ref-type="bibr" rid="B20">2009</xref>; Zilberter et al., <xref ref-type="bibr" rid="B65">2010</xref>).</p>
<p>Our results demonstrate that oxidative metabolism and synaptic function are indeed both enhanced in the energy substrate-enriched solution (eACSF). At high perfusion rates, both versions of eACSF (pyruvate or lactate-based) significantly increased the oxygen consumption, NAD(P)H oxidation phase, and efficacy of synaptic transmission during prolonged stimulation (Figures <xref ref-type="fig" rid="F6">6</xref> and <xref ref-type="fig" rid="F8">8</xref>). Glucose substitution also induced a decrease in NAD(P)H overshoot. It is possible that the oxidation phase of NAD(P)H enhanced in eACSF partially masks the actual reduction time course. Clarification of the origin of NAD(P)H overshoot requires further studies. We have previously observed similar effects of energy substrates on neonatal slices (Ivanov et al., <xref ref-type="bibr" rid="B23">2011</xref>). Therefore, in slices as well as <italic>in vivo</italic>, the ability of glucose to maintain energy metabolism is limited and neuronal energy supply should be supported by other oxidative substrates.</p>
</sec>
</sec>
<sec>
<title>Conclusion</title>
<p>Our results confirm that in acute brain slices, the basic neuronal parameters underlying excitability strongly depend on oxidative energy metabolism. We show that the state of energy metabolism is highly sensitive to the availability of oxygen in slice tissue. The pathway for ATP synthesis is apparently compromised in brain slices and therefore the reliance of neuronal activity on oxygen tension is clearly shifted toward considerably larger pO<sub>2</sub> values. In addition, during neuronal activity, glucose alone may not be able to fully cover the neuronal energy demands and therefore adequate support of oxidative metabolism by other energy substrates complementary to glucose is required. Given the fact that in a number of electrophysiological studies neither the oxygen tension in a slice nor the energy substrate composition in ACSF have been controlled, our results call for the careful reconsideration of experimental approaches to neuronal activity studies <italic>in vitro</italic>.</p>
</sec>
<sec>
<title>Conflict of Interest Statement</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</body>
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<ack>
<p>We thank Dr. T. Zilberter for the valuable discussion and help in the preparation of manuscript. This study was supported by the European Union Seventh Framework &#x0201C;MEMOLOAD&#x0201D; grant (HEALTH-F2-2007-201159; Yuri Zilberter) and French National Research Agency &#x0201C;METANEX&#x0201D; grant (ANR-2010-BLAN-1443-01; Anton Ivanov and Yuri Zilberter).</p>
</ack>
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