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. 2016 Feb 19;6:21250. doi: 10.1038/srep21250

L-Lactate protects neurons against excitotoxicity: implication of an ATP-mediated signaling cascade

P Jourdain 1,3,a, I Allaman 1, K Rothenfusser 3, H Fiumelli 2, P Marquet 3, P J Magistretti 1,2,3,b
PMCID: PMC4759786  PMID: 26893204

Abstract

Converging experimental data indicate a neuroprotective action of L-Lactate. Using Digital Holographic Microscopy, we observe that transient application of glutamate (100 μM; 2 min) elicits a NMDA-dependent death in 65% of mouse cortical neurons in culture. In the presence of L-Lactate (or Pyruvate), the percentage of neuronal death decreases to 32%. UK5099, a blocker of the Mitochondrial Pyruvate Carrier, fully prevents L-Lactate-mediated neuroprotection. In addition, L-Lactate-induced neuroprotection is not only inhibited by probenicid and carbenoxolone, two blockers of ATP channel pannexins, but also abolished by apyrase, an enzyme degrading ATP, suggesting that ATP produced by the Lactate/Pyruvate pathway is released to act on purinergic receptors in an autocrine/paracrine manner. Finally, pharmacological approaches support the involvement of the P2Y receptors associated to the PI3-kinase pathway, leading to activation of KATP channels. This set of results indicates that L-Lactate acts as a signalling molecule for neuroprotection against excitotoxicity through coordinated cellular pathways involving ATP production, release and activation of a P2Y/KATP cascade.


Excitotoxicity is a pathological process leading to neuronal damage and death triggered by excessive stimulation by glutamate of N-Methyl-D-Aspartate (NMDA) receptors1. This overstimulation of NMDA receptors causes an intracellular Ca2+ overload which triggers, in turn, several downstream neurotoxic cascades2. Acute brain pathologies such as stroke and spinal cord injury engage excitotoxic processes which are associated with the neuronal loss observed in these pathologies3,4; excitotoxicity has also been proposed as a component of certain progressive neurodegenerative diseases such as Alzheimer’s or Amyotrophic Lateral Sclerosis5,6. The massive activation of NMDA receptor being the source of excitotoxic processes, compounds interfering with NMDA receptors have been developed for the management of such pathological conditions and diseases. However clinical trials of NMDA receptors antagonists have failed due to lack of effectivity, undesired or even cytotoxic side effects7,8. In this context, identification of novel neuroprotective compounds that can block the deleterious biochemical cascades activated downstream of NMDA receptors is therefore of interest.

Overstimulation of glutamate receptors is accompanied by a disruption of ionic homeostasis, which is restored through ATP-dependent ion pumps9,10. During neuronal activity, astrocyte-derived L-Lactate acts as an energy substrate to meet the increased energy demands of neurons11,12. L-Lactate is reported to protect mouse brain against excitotoxic13,14 as well ischaemic damage15,16 both after intracerebroventricular and intravenous administration17. The mechanisms by which L-Lactate induces neuroprotection against excitotoxic and ischemic insults is still unknown. A natural hypothesis would be a pure metabolic mechanism by which L-Lactate rescues the cellular energy charge18 to maintain intracellular levels of ATP sufficient to ensure ATP-dependent ion pumps efficiency. Alternatively, L-Lactate-driven ATP production via the tricarboxylic acid cycle may induce neuroprotection through the activation of specific purinergic receptors such as those on hippocampal interneurons where ATP activated P2Y1 receptors promote synaptic inhibition of neuronal networks19. Finally, one could also consider that L-Lactate directly acts as signalling molecule through membrane receptors20,21,22.

In the present study we have undertaken a detailed characterization of the cellular mechanisms associated with L-Lactate neuroprotection in a model of glutamate-induced excitotoxicity in cortical primary neuronal cultures. Glutamate-induced neuronal death is monitored by quantitative phase Digital Holographic Microscopy (QP-DHM), a new and non-invasive imaging technique allowing the visualization of cell structure and dynamics, including various biological processes in relation to transmembrane water transport, with a nanometric axial sensitivity23. The observation that glutamate-induced excitotoxicity triggers as an early-stage component24 a rapid and acute swelling of cell bodies and dendrites (i.e. an early marker of excitotoxicity) subsequent to Na+,Cl and water inflows1,25, has made DHM a useful technique to detect early-stages of neuronal excitotoxic death26,27. Results presented here show that L-Lactate acts as a signaling molecule conferring neuroprotection against excitotoxic insults through a set of coordinated mechanisms based on an increase in ATP production and release and the subsequent activation of the P2Y receptors, mainly P2Y2, leading to an intracellular neuroprotective signaling pathway involving PI3 kinase and KATP channels.

Materials and Methods

Culture preparation

Experiments are conducted in accordance with the Swiss Federal Guidelines for Animal Experimentation and are approved by the Cantonal Veterinary Office for Animal Experimentation (Vaud, Switzerland). Primary cultures of cortical neurons are prepared from E17 OF1 mice embryos of either sex (Charles River Laboratories, L'Arbresle, France) as previously described28. Briefly, embryos are decapitated and brains removed and placed in a PBS-glucose solution. Cortices are removed under a dissecting microscope, minced in 2 mm2 pieces, and incubated at 37 °C for 30 min in a solution containing papain 20 U/ml (Worthington Biochemical, Lakewood, USA), 1 mM l-cysteine, 0.5 mM EDTA, and 100 U/ml DNAase (Worthington Biochemical, Lakewood, USA). Papain activity is then inhibited by adding fetal calf serum and a single-cell suspension is obtained by gentle trituration in Neurobasal medium supplemented with B27 and GlutaMAX (Invitrogen, Basel, Switzerland). Cells are plated at an average density of 15000 cells/cm2 in supplemented Neurobasal medium on poly-ornithine coated glass coverslips (20 mm ∅). Neurons were maintained at 37 °C in a humidified atmosphere of 95% air/5% CO2 and were used after 21–35 days in vitro (DIV). These culture conditions typically produced 93% pure neuronal cultures, as assessed by microtubule-associated protein 2 (MAP2) and glial fibrillary acidic protein (GFAP) co-immunostaining29.

DHM imaging

QP-DHM is an interferometric imaging technique that allows to visualize transparent specimens, including living cells, by measuring the phase retardation induced by the specimens on a transmitted wave (for description of the basic design of the imaging system, see30). In the context of living cells recordings by QP-DHM, the phase retardation or the quantitative phase signal (QPS) is highly sensitive to the intracellular refractive index, which mainly depends on protein content31. Consequently, any transmembrane water movement, modifying the intracellular refractive index through a dilution or concentration process, drastically alter the QPS31. Therefore, a decrease of QPS corresponds to an inflow of water while an increase of QPS indicates an exit of water26,31.

Quantitative phase images of perfused neuronal cell cultures are obtained as previously described31,32. Briefly, holograms are acquired with a DHMT 1000 (Lyncée Tech SA, PSE-EPFL; Switzerland) using a laser diode source (λ = 682 nm) producing a coherent beam, which is divided by a beam splitter into a reference wave and an object wave. The object wave diffracted by the specimen is collected by a microscope objective and interferes with the reference beam, according to a Mach-Zehnder configuration, to produce the hologram recorded by the CCD camera. Frequency of hologram acquisition is 0.2 Hz. Reconstruction of the original image from the hologram is numerically achieved by a computer. According to Cuche et al.33 and Colomb et al.34, the reconstruction algorithm provides simultaneous amplitude and quantitative phase images of the cells (Koala software, Lyncée Tech SA, PSE-EPFL; Switzerland).

All cell cultures are perfused in a ACSF containing (in mM): NaCl 140, KCl 3, D-glucose 5, HEPES 10, CaCl2 1.8, and MgCl2 0.8 (pH 7.4; room temperature). For Mg2+ free ACSF, MgCl2 is substituted by a equimolar concentration of CaCl2 giving rise to a final concentration of 2.6 mM for Ca2+. All drugs are dissolved and applied around 20 min before the beginning of optical recordings. Note that when specified L-Lactate, pyruvate and D-lactate are added in the ACSF medium containing 5 mM of D-Glucose. The transient application of glutamate (100 μM; 2 min) are done after a minimum of 2 min of stable baseline recording of optical signal.

Offline analysis

A minimum of 20 neurons per culture are analyzed for each experiment. The optical recordings are analysed by using MATLAB 7.6 (Mathworks Software, Natick, USA) and all curves are fitted by using ORIGIN 9.5 (Microcal Software, Northampton, USA).

Cell viability assessment

For the cell viability assessment a modified configuration of the DHM T1000 microscope was used (Lyncée Tech SA, PSE-EPFL; Switzerland) that allows measurements of both QP and fluorescence signals in parallel26. Prior to experiments, coverslips were mounted on a closed chamber and cultures are perfused with the Mg2+ free ACSF containing (or not) L-Lactate at 10 mM. In this setup configuration, glutamate (1 mM; 5 min) was applied after a minimum of 2 min of stable baseline recording of QPS to induce excitotoxicity. Following QP-DHM imaging acquisition, cell viability is assessed with propidium iodide (PI) (Sigma-Aldrich, Buchs SG, Switzerland), a marker of cell death35,36. To this end, following a minimum period of 2.5 hours after glutamate application (time required for the occurrence of cellular death), PI (7.5 μM) was added in the perfusion medium during 15 minutes. At the end of the incubation, cells positive for PI staining, indicative of a loss of membrane integrity and cell death, were detected by epifluorescence microscopy. For the fluorescent system, excitation light is provided by a monochromator (Polychrome V, Till Photonics, Munich, Germany), delivering light ranging from 320 nm to 680 nm, with a power of typically 10 mW at 470 nm and a bandwidth of 15 nm. Employing a monochromator provides the possibility of switching rapidly the excitation wavelength without using any emission filter, thus avoiding any mechanical movement. The PI is excited at a single wavelength of λ = 490 nm and emits to 636 nm. The fluorescence light is then detected by an electron-multiplying CCD (iXon DU887, Andor Technology; Belfast, UK), cooled at −45 °C and recording 16-bit images with exposure times of 1 second. The extraction of the two different signals is performed by employing two different dichroic mirrors, enabling first the separation of the line wavelength employed for digital holography, and second to enable the epifluorescence excitation26.

Quantitative RNA analysis

Quantitative RNA analyses for pannexins and P2Y metabotropic purinergic receptor family members are performed using RNA-seq as part of a whole transcriptome study aimed to characterize basal gene expression levels in the neuronal cell culture model that is used in this study. Briefly, total RNA is isolated from DIV35 cultured neurons using Nucleospin RNA II kit (Macherey-Nagel; Oensingen, Switzerland) according to the manufacturer’s instructions. RNA quality is assessed on an Agilent 2100 Bioanalyzer (Agilent, Santa Clara, USA), and 1μg with RNA Integrity Number above 8 were used to construct libraries using the TruSeq Stranded mRNA Sample Kit (Illumina; San Diego, USA) following the protocol’s instructions. First, mRNA is enriched using oligo dT-attached magnetic beads, fragmented, and converted into cDNA. Next, these cDNA fragments go through an end repair process, 3′ ends are adenylated, universal bar-coded adapters are ligated, and cDNA fragments are amplified by 7–8 PCR cycles to yield the final libraries. These sequencing libraries are evaluated and quantified using an Agilent 2100 Bioanalyzer and qPCR. Paired-end read (2 × 100 bp) multiplex sequencing from pooled libraries is performed on an Illumina HiSeq 2000 machine at the KAUST Bioscience Core Labs. Data are processed according to the method described by Trapnell et al. (2012)37. Low-quality reads (QC < 30) are filtered and adapter sequences trimmed using SeqClean software. TopHat is then used to align the reads to the mus musculus genome. Finally, Cufflinks is used to assemble the aligned reads into transcripts and to estimate transcripts abundance in Fragment Per Kilobase of exon per Million fragments mapped (FPKM), which normalizes levels of transcripts for length and total number of reads.

Statistical analysis

All data are presented as means ± SEM. Unpaired Student’s t-test or One-way ANOVA followed by Dunnett’s post hoc test (vs respective controls) have been used to determine statistical significance (p< 0.05).

Results

Glutamate triggers an irreversible decrease (ID) of phase shift specific for NMDA-dependent neuronal death

As previously described, early signs of neuronal death elicited by glutamate-induced excitotoxicity can be accurately monitored by analysing quantative phase signals (QPS) using QP-DHM26,27. In our highly enriched neuronal cultures29 perfused with a ACSF containing Mg2+ (0.8 mM), transient application of glutamate (100 μM; 2 min) triggers 3 types of phase responses in cells, respectively defined as biphasic (BP), reversible decrease (RD) and irreversible decrease (ID) responses as revealed by DHM (Fig. 1A,C). The “BP” response is characterized by an initial decrease of the QPS (−6 + /−1.49°; ncell = 47) followed by a recovery including a transient increase exceeding the initial basal level (10.8 + /−1.1°) (Fig. 1A,C). The “RD” response corresponds to a stronger initial decrease following by a complete recovery (−17.6 + /− 1.25°; ncell = 121) (Fig. 1A,C). Lastly, the “ID” response corresponds to a pronounced and irreversible decrease of the QPS (−47.5 + /− 3.2°; ncell = 63) (Fig. 1A,C). We have previously demonstrated that, in these experimental conditions, “BP” and “RD” responses corresponded to non-excitotoxic processes respectively associated to a mild and strong activation of NMDA receptors26. In these two cases, a delayed and full recovery of cell volume, hence of neuronal water and ionic homeostasis, was observed. In contrast, “ID” responses have been associated with excitotoxic activation of NMDA receptors and are characterized by an absence of cell volume recovery leading to cell death26,27. In the conditions used in this study (i.e. ACSF containing 0.8 mM Mg2+), the percentage of neurons displaying an “ID” response after a glutamate stimulation is moderate, 24 + /− 10% of cells, whereas 53 + /− 5% of neurons display an “RD” response and 23 + /− 5% for “BP” response (ncult = 8; ncell = 231).

Figure 1. Excitotoxicity elicits a specific “ID” optical response in cultured neurons as revealed by QP-DHM.

Figure 1

(A1,B1) Representative phase images of a neuronal culture perfused in the presence Mg2+(A1) or absence of Mg2+ (B1) (scale bar: 50 μm). (A2,B2) Individual (grey line) and averaged (black line) traces of QPS recorded from cultured neurons respectively in (A1,B1). In the presence of Mg2+, the averaged trace obtained after glutamate application (100 μM, 2 min; bar) is an “RD” response (A2) while, in the absence of Mg2+, the averaged trace is a “ID” response (B2). (C1,C2) Averaged traces of the 3 characteristic optical signals induced by glutamate application (100 μM, 2 min; bar) in the presence of Mg2+ (C1) or absence of Mg2+ (C2). There is no detectable difference in terms of shape and amplitude with phase responses obtained in Mg2+ condition. (D1) Visualization of 2 neurons in DHM (a) and in PI staining (b), the merged image showing that the Cell n°1 is negative for PI and cell n°2 positive for PI (c) (scale bar: 20 μm). (D2) Traces recorded in DHM from neurons in D1 indicates that the cell n°1, negative for PI, displays an “RD” response in contrast to cell n°2 positive for PI and displaying an “ID” response. (D3) The Bar chart shows percentage of cells positive for PI as a function of their phase response (ncell = 66). (E) The Bar chart shows percentage of glutamate-induced “ID” responses obtained in different conditions: control with Mg2+ (ncult = 8; ncell = 231), control in Mg2+ free (ncult = 16; ncell = 461), with APV (50 μM) in Mg2+ free (ncult = 8; ncell = 223) and with MK801 (40 μM) in Mg2+ free.(ncult = 8; ncell = 228). Results are data are presented as means ± SEM (***p < 0.005, One-way Anova/post-test “Dunnett”).

We then tested the effect of the removal of Mg2+ from the extracellular solution on neuronal viability, a condition which promotes the excitotoxic activity of NMDA receptor by relieving NMDA Mg2+ block. In this specific condition, the percentage the “ID” responses induced by the same application protocol for glutamate (100 μM; 2 min) significantly increases to reach 66 + /− 6%, while “RD” and “BP” responses strongly decrease to respectively 29 + /− 5% and 5 + /− 2% (ncult = 16; ncell = 461) (Fig. 1B,C). In order to confirm the correlation between increased “ID” pattern and increased neuronal death, QPS recordings and propidium iodide (PI) staining, a marker of cell death35,36, was performed sequentially on the same neuronal preparations. It was found that 86% of neurons (57 out of 66 neurons) displaying an “ID” responses are also positive for PI (Fig. 1D), indicating unambiguously that “ID” response corresponds to an optical signature of the early phase of cell death process, as previously reported using PI or trypan blue staining26,27. Of note, the amplitude of these “ID” responses obtained in Mg2+-free solution (−42.4 + /− 1.28°; ncell  = 306) is similar to those obtained in Mg2+-containing medium (see above), strongly suggesting a shared mechanism of cell death between both conditions. Finally, APV (50 μM) and MK801 (40 μM), two specific antagonists of NMDA receptors, decrease the percentage of “ID” response respectively to 25 + /− 9% (ncult = 8; ncell = 223) and 6 + /− 2% (ncult = 8; ncell = 228) (Fig. 1E, Table 1) demonstrating that the cell death processes triggered by glutamate in Mg2+-free condition (as well as for Mg2+-containing condition, see above) are dependent upon the activation of NMDA receptors.

Table 1. Summary of the rate of “ID” responses induced by glutamate in different conditions.

Condition ncult ncell ≪ ID ≫ response (%)
Control 16 461 66.17 + /− 5.50
APV (50 μM) 8 223 24.65 + /− 9.43***
MK801 (40 μM) 8 228 5.85 + /− 2.07***
L-Lactate (10 mM) 15 411 32.08 + /− 8.44**
Pyruvate (10 mM) 10 265 30.64 + /− 8.14**
D-Lactate (10 mM) 11 305 60.76 + /− 9.52 ns
D-Glucose (5 mM) 10 286 51.90 + /− 9.16 ns
L-Lactate (10 mM) + UK5099 (1 μM) 9 248 60.71 + /− 9.70 ns
ATPγS (10 μM) 10 271 32.68 + /− 8.51**
Adenosine (100 μM) 10 261 65.33 + /− 8.97 ns
L-Lactate (10 mM) + Apyrase (30 U/ml) 9 210 67.40 + /− 8.89 ns
L-Lactate (10 mM) + Apyrase (30 U/ml) + ATPγS (10 μM) 9 219 33.74 + /− 8.71**
L-Lactate (10 mM) + PPADS (30 μM) 10 277 57.94 + /− 9.12 ns
2MeSADP (10 μM) 10 280 45.62 + /− 5.86 ns
L-Lactate (10mM) + MRS 2179 (30 μM) 10 273 33.08 + /− 8.70*
UTPγS (10 μM) 10 276 34.19 + /− 9.46*
L-Lactate (10 mM) + Probenecid (1 mM) 10 287 62.46 + /− 5.68 ns
L-Lactate (10 mM) + Carbenoxolone (10 μM) 10 285 57.15 + /− 7.45 ns
L-Lactate (10 mM) + SQ22532 (100 μM) 10 248 34.63 + /− 7.60***
L-Lactate (10 mM) + U0126 (10 μM) 10 273 35.69 + /− 7.91***
L-Lactate (10 mM) + LY294002 (10 μM) 10 283 57.44 + /− 5.17 ns
UTPγS (10 μM) + LY294002 (10 μM) 11 312 56.06 + /− 5.03 ns
L-Lactate (10 mM) + Glibenclamide (10 μM) 10 283 62.39 + /− 5.47 ns
UTPγS (10 μM) + Glibenclamide (10 μM) 10 296 60.30 + /− 4.41 ns

Values are means ± SEM. Statistics data correspond to a Dunnett’s post hoc test following a one-way ANOVA (ns: p > 0.05; *p < 0.05; **p < 0.01; ***p < 0.005).

All presented results are obtained in Mg2+ free ACSF.

In the following experiments of this study, the “Mg2+-free condition” with an application of glutamate (100 μM, 2 min) was used as a standard experimental procedure to trigger “ID” responses.

L-Lactate is neuroprotective against excitotoxicity: involvement of mitochondrial oxidative metabolism

In order to demonstrate its role as a neuroprotective agent, L-Lactate (10 mM) was added to the Mg2+-free ACSF. In these conditions, the percentage of neurons displaying a glutamate evoked “ID” response significantly decreases to reach 32 + /− 8% (ncult = 15; ncell = 411) (Fig. 2A–C; Table 1), while “RD” and “BP” responses increase respectively to 47 + /− 5% (p < 0.05) and 21 + /− 6% (p < 0.05). Moreover, while PI labelling following DHM recordings indicates around 59% PI positive cells (49 out of 84 neurons; ncult = 5) in control condition, only 31% (17 out of 54 neurons; ncult = 5) are positive for PI in presence of L-Lactate, clearly demonstrating that L-Lactate is neuroprotective against an excitotoxic insult. Finally, this effect was shown to be concentration-dependent starting to be significant at a concentration of 5 mM (Fig. 2B).

Figure 2. L-Lactate is neuroprotective through mitochondrial ATP formation.

Figure 2

(A1) (a) Representative phase images of neuronal culture with L-Lactate (10 mM) in the Mg2+ free ACSF (scale bar: 50 μm). (b) Individual (grey line) and averaged (black line) traces of QPS recorded from cultured neurons. Note that the averaged trace obtained after glutamate application (100 μM, 2 min; bar) is an “RD” response. (A2, A3) Representative phase images (a), individual (grey line) and averaged (black line) traces of QPS (b) recorded from cultured neurons treated with Pyruvate (A2) or D-Lactate (A3). Similarly to L-Lactate, the averaged trace obtained after glutamate application is an “RD” response with Pyruvate. In contrast, the averaged trace of QPS is an “ID” response with D-Lactate. (B) Concentration-response curve representing the effect of L-Lactate at different (0 to 10 mM). Results are data are presented as means ± SEM (*p < 0.05, **p < 0.01, One-way Anova/post-test “Dunnett”). Numbers in brackets are the number of cells in each sampling. (C) The Bar chart shows percentage of glutamate-induced “ID” responses obtained in Mg2+ free ACSF containing 5 mM of D-glucose (control) (ncult = 16; ncell = 461), or supplied with L-Lactate (L-Lact., 10 mM) (ncult = 15; ncell = 411), Pyruvate (Pyru., 10 mM) (ncult = 10; ncell = 265). D-Lactate (D-Lact., 10 mM) (ncult = 11; ncell = 305), D-Glucose (D-Gluc., 5 mM) (ncult = 10; ncell = 286) or L-Lactate (10mM) + UK5099 (1μM) (ncult = 9; ncell = 248). Results are data are presented as means ± SEM (*p < 0.05; **p < 0.01, One-way Anova/post-test “Dunnett”). (D) Histogram representing the effect of L-Lactate at different time points (20 min before; 0 min, 2 min, 5 min and 15 min after) of glutamate application. Note that L-Lactate remains efficient to neuroprotect even when it is applied up to 2 min after glutamate application. Results are data are presented as means ± SEM (*p < 0.05; **p < 0.01, One-way Anova/post-test “Dunnett”). Numbers in brackets are the number of cells in each sampling.

We observed that another monocarboxylate, Pyruvate (10 mM), mimicks the neuroprotective action of L-Lactate since only 31 + /− 8% (ncult = 10; ncell = 265) of neurons present a “ID” response following glutamate application (Fig. 2A,C; Table 1). In contrast, substitution of L-Lactate by D-Glucose at equicaloric concentration (5 mM) (ncult = 10; ncell = 286), results in a slightly, but not significant, decrease of “ID” response in comparison with control values (52 + /− 9% vs 66 + /− 6%) (Fig. 2C; Table 1); while perfusion of D-Lactate (10 mM), the non-metabolized enantiomer of L-Lactate, has no effect on the occurrence of “ID” response (61 + /− 10%; ncult = 11; ncell = 305) (Fig. 2A,C; Table 1). When considering that i) once imported into cells L-Lactate is converted to Pyruvate by Lactate Dehydrogenase, which is then transported into the mitochondria through Mitochondrial Pyruvate Carrier (MPC) and metabolically oxidized to produce ATP ii) several lines of evidence indicate extracellular L-Lactate as a preferred fuel for mitochondrial metabolism in neurons38,39, the above described results point to an important role of mitochondrial L-Lactate metabolism for neuroprotection.

In support of this view, UK5099 (1 μM), the more potent inhibitor of the MPC40, abolishes the neuroprotective action of L-Lactate with a percentage of “ID” response reaching up to 61 + /− 10% (ncult = 9; ncell = 248) (Fig. 2C; Table 1), further indicating that L-Lactate confers neuroprotection against excitotoxic insults by an increase in neuronal mitochondrial energy substrate metabolism. The MCP inhibitor UK5099 is also known to block plasma membrane monocarboxylate transporters (MCTs) but with Ki values that are at least 2–3 orders of magnitude higher than those observed for MCP inhibition (micromolar vs nanomolar range)40,41,42, which makes the concentration used in this study (1 μM) selective for MCP inhibition. In order to determine the time window during which L-Lactate remains effective to neuroprotect, L-Lactate is applied at different time points (0 min, 2 min, 5 min and 15 min) after glutamate application. L-Lactate maintains its neuroprotective property when applied up to 2 min after glutamate application (Fig. 2D).

Extracellular-released ATP mediates L-Lactate-induced neuroprotection

The previous set of data unambiguously showed that the protective effect of L-Lactate against excitotoxic injury is associated with mitochondrial oxidative metabolism pathway, suggesting that the neuroprotective mechanism is associated with the production of ATP. This observation raises the question of the mechanisms by which ATP can protect neurons against a glutamate excitotoxicity? Two main hypotheses are considered : i) ATP is directly used as an energy store to sustain cell functions (essentially to maintain ionic homeostasis by ATP-dependent pumps or others proteins) and/or ii) ATP acts as a signaling molecule through the activation of purinergic receptors. As a first approach aiming to delineate which of these hypotheses is valid, the effect of ATPγS, a non-hydrolyzable form of ATP, was tested. While ATPγS is a stable agonist of different purinergic receptors (see below) it is also a useful tool to exclude the involvement of energy-dependent ATP processes. Indeed, ATPγS cannot be used as phosphate-bound energy donor for processes requiring ATP cleavage to ADP such as ATP-dependent ion pumps. In the presence of ATPγS (10 μM) in Mg2+ free ACSF, the averaged phase response displayed by neurons (ncell = 271) is a “RD”-type response (Fig. 3A), indicating that a minority of neurons underwent excitotoxic damage after application of glutamate. For instance, only 33 + /− 9% of neurons of the 10 studied cultures display an “ID” response (Fig. 3A), in contrast to the 66 + /− 6% observed in control conditions (Fig. 3A; Table 1). These experiments, stress the fact that ATP is involved in this neuroprotective mechanism as a signaling molecule acting on purinergic receptors rather than as energy donor.

Figure 3. The neuroprotective effect of L-Lactate involves neuronal release of ATP through pannexins.

Figure 3

(A1) With ATPγS (10 μM) in Mg2+ free ACSF, the averaged trace of QPS induced by glutamate (100 μM; 2 min) is an “RD” response (ncult = 10; ncell = 271) in contrast to adenosine (100 μM; ncult = 10; ncell = 261), L-Lactate (L-Lact., 10 mM) + Probenecid (Prob., 1 mM) (ncult = 10; ncell = 287) or L-Lactate + Carbenoxolone (Carbe., 100 μM) (ncult = 10; ncell = 285). (A2): Bar chart shows the percentage of glutamate-induced “ID” responses obtained in different conditions described in A1. Results are presented as means ± SEM (**p < 0.01, One-way Anova/post-test “Dunnett”). (A3): Histogram represents the measurement of mRNA for the 3 isoforms of Pannexin (Pann.1, Pann.2 and Pann.3) expressed in neuronal culture. Note the absence of mRNA of Pann.3. (B) Two representative phase images of neuronal cultures (scale bar: 50 μm) perfused with L-Lactate (10 mM) in the presence of 30U/ml of apyrase (B1a) or apyrase (30 U/ml) + ATPγS at 10 μM (B2a), each image being accompanied by the individual (grey line) and averaged (black line) traces of QPS recorded from cultured neurons (B1b,B2b). (B3) The averaged trace induced by glutamate application (100 μM, 2 min; bar) in the presence of L-Lactate and apyrase (Apyr.) alone (ncult = 9; ncell = 210) is an “ID” response while addition of ATPγS promotes an “RD” response (ncult = 9; ncell = 219). (B4) Bar chart summarizing the effects of apyrase (with or without APTγS) on the occurrence of “ID” responses . Results are presented as means ± SEM (*p < 0.05; Unpaired t-test).

Once released into the extracellular space, ATP is degraded by ectopeptidases to the purine nucleoside adenosine. Both ATP and adenosine have been previously shown (in particular adenosine) to exert neuroprotective effects through activation of selective subtypes of purinergic receptors, notably P1 and P2 receptors for adenosine and ATP respectively43,44.

Since ATPγS, cannot be cleaved to ADP (and therefore in AMP and adenosine), this L-Lactate-like effect suggests that P2 receptors are a major player in the neuroprotection induced by L-Lactate. In support of this, in the presence in the extracellular medium of PPADS (30 μM), a broad-spectrum blocker of P2 receptors, neuroprotection induced by L-Lactate against glutamate excitotoxicity is abolished (“ID” response 58 + /− 9%; ncult = 10; ncell = 277) (Table 1). Furthermore, incubation of adenosine (100μM), does not reproduce the neuroprotective effects of L-Lactate or ATPγS (65 + /− 9% of “ID” response; ncult = 10; ncell = 261) ruling out the involvement of P1 adenosine receptors in this process (Fig. 3A). Altogether, these results strongly suggest that ATP (and not adenosine) acts as a signaling molecule through an activation of P2 receptors for protection against a glutamate excitotoxicity.

To obtain further insights on the ATP-dependent activation of P2 receptors, neuronal cultures were pre-treated with both, L-Lactate (10 mM) and apyrase (30 U/ml), a soluble ecto-nucleotidase degrading the extracellular ATP. In this condition, the protective effect of L-Lactate following application of glutamate is abolished, with a percentage of “ID” response of 67 + /− 9% (ncult = 9; ncell = 210) (Fig. 3B) not significantly different from control values (p > 0.05). Finally, co-application of ATPγS (10 μM) together with L-Lactate and apyrase is able to re-induce neuroprotection with only 34 + /− 9% of “ID” responses induced by glutamate exposure (ncult = 9; ncell = 219) (Fig. 3B; Table 1). All these results indicate that ATP (and not its metabolites) produced by L-Lactate mitochondrial metabolism and released in the extracellular space induces neuroprotection by acting on P2 receptors.

A possible mechanism responsible for mediating neuronal extracellular ATP release involves pannexins, which are proteins expressed in neurons45 and known to play a role as ATP channels46. Quantitative expression of mRNA levels of pannexins isoforms in our cultures system were first determined by RNA-seq. Data shown in Fig. 3A indicate that mRNA for pannexin 1 and 2 are abundantly expressed in these cultured neurons. Both pannexins blockers probenicid (1mM) and carbenoxolone (10μM) inhibit the neuroprotective effect of L-Lactate with a percentage of “ID” response (induced by glutamate) of 62 + /− 6% (ncult = 10; ncell = 287) and 57 + /− 7% (ncult = 10; ncell = 285) respectively (Fig. 3A; Table 1), thus indicating that pannexins are the channels through which ATP produced by the L-Lactate/Pyruvate pathway are released.

The neuroprotective effect of L-Lactate involves a P2Y/PI3K cascade

The P2 receptor family comprises two subtypes, the ionotropic P2X, a family of ATP-gated cation channels, and the metabotropic P2Y, a family of G-protein-coupled receptors. (G-protein-coupled receptors)43,47. However, the fact that P2X receptors are non-selective cation channels with high Ca2+ permeability does not argue in favour of an active role of these receptors in neuroprotection (i.e. activation of P2X will produce a calcium inflow additional to that of NMDA activation) which is consistent with observations made in several studies demonstrating that P2X receptors activation is deleterious for neuronal survival48,49. These observations lead us to consider the metabotropic P2Y receptor family as a likely mediator of L-Lactate protective effects. Quantitative analysis of mRNA levels for P2Y family members indicates that mRNA for P2Y1 and P2Y2 receptors are abundantly expressed in our primary cultures of cortical neurons preparations (Fig. 4A).

Figure 4. A P2Y2/PI3K/KATP cascade mediates the neuroprotective effect of L-Lactate.

Figure 4

(A1) Histogram representing the determination of mRNA for different isoforms of P2Y receptors. P2Y1 and P2Y2 are the two major isoforms expressed in neuronal cultures. (A2) The Bar chart shows percentage of glutamate-induced “ID” responses obtained in control condition (ncult = 16; ncell = 461), with L-Lactate (L-Lact., 10mM) (ncult = 15; ncell = 411), 2MeSADP (10μM) (ncult = 10; ncell = 280), L-Lactate + MRS2179 (30 μM) (ncult = 10; ncell = 273) and UTPγS (10 μM) (ncult = 10; ncell = 276). Note the significant effect of UTPγS, the agonist of P2Y2 receptor. (B) Three representative phase images of neuronal cultures (scale bar: 50 μm) perfused with L-Lactate (10mM) in the presence of LY294002 (10 μM) (B1a), U0126 (10μM) (B2a), or SQ22736 (100μM) (B3a), each image being accompanied by the individual (grey line) and averaged (black line) traces of QPS recorded from cultured neurons and the histograms indicating the number of cells classified as a function of their optical responses (B1b,B2b,B3b). (B4) Bar chart summarizing the effects of LY294002 (ncult = 10; ncell = 283), SQ22536 (ncult = 10; ncell = 248) and U0126 (ncult = 10; ncell = 273) on the occurrence of “ID” responses in the presence of L-Lactate in Mg2+-free ACSF. Only LY294002 significantly blocked the effect of L-Lactate. (B5) Bar chart comparing the effect of UTPγS (10 μM) on the percentage of “ID” response in the presence (ncult = 11; ncell = 312) or absence (ncult = 10; ncell = 276) of LY294002. (C1) Bar chart shows the significant blockage of glibenclamide (Glib., 10 μM) on the neuroprotective effects of L-Lactate (ncult = 10; ncell = 283). This blocking effect disappears when glibenclamide is applied 10 min after the application of glutamate (ncult = 10; ncell = 280). (C2) Bar chart reports the significant blockage of glibenclamide (10 μM) on the neuroprotective effects of UTPγS (10μM) (ncult = 10; ncell = 296). For A2, B4, and C1, results are presented as means ± SEM (*p < 0.05; **p < 0.01, One-way Anova/post-test “Dunnett”). For (B5,C2), results are presented as means ± SEM (*p < 0.05; Unpaired t-test).

We observe that UTPγS (10μM), a specific agonist for P2Y2 receptor, significantly protects neurons against glutamate excitotoxicity with a percentage of “ID” responses close to 34 + /− 9% (ncult = 10; ncell = 276) (Fig. 4A and Table 1), suggesting that the neuroprotective activity of L-Lactate is associated with ATP-mediated activation of P2Y2 receptors.

Consistent with this view, 2MeSADP (10 μM), a specific agonist of P2Y1 receptor, has no neuroprotective effect, since the percentage of neurons displaying an “ID” response after the application of glutamate is 46 + /− 6% (ncult = 10; ncell = 280) (Fig. 4A; Table 1), a value lower that glutamate alone but not significantly different from control values (Fig. 4A). Consistent with the lack of involvement of P2Y1 receptors, the specific antagonist of P2Y1 receptor, MRS 2179 (30 μM) has no inhibitory action on the neuroprotective effect of L-Lactate (33 + /− 9%; ncult = 10; ncell = 273) (Fig. 4A and Table 1).

P2Y2 receptors are G protein-coupled receptors activating numerous intracellular pathways47,50, including the phosphatidylinositol 3' –kinase (PI3K) cascade associated with the activation of different neuronal survival pathways51. Interestingly, in the presence of LY294002 (10 μM), a specific blocker of PI3K, the protective effects of L-Lactate are prevented with a percentage of “ID” responses observed in 57 + /− 5% of neurons perfused with LY294002 and L-Lactate (ncult = 10; ncell = 283) (Fig. 4B; Table 1), a value significantly higher than for neurons treated with L-Lactate alone (Fig. 4B). This result strongly suggests that the neuroprotective effect of L-Lactate is linked to the activation of the PI3K cascade. In contrast, in the presence of SQ22536 (100 μM), a blocker of the Adenylate Cyclase pathway or U0126 (10 μM), a blocker of the MAP Kinase pathway, the neuroprotective effects of L-Lactate persist (Fig. 4B and Table 1) indicating the specific involvement of PI3K in the L-Lactate-induced neuroprotection.

Finally, when neuronal cultures (ncult = 11; ncell = 312) are treated with LY294002 (10μM) and UTPγS (10 μM) in combination, 56 + /− 5% of cells display an “ID” responses after application of glutamate (Fig. 4B; Table 1), a percentage of “ID” response significantly higher than with UTPγS alone (Fig. 4B), further confirming the involvement of PI3K in the L-Lactate-induced P2Y2 receptors-mediated neuronal survival pathway.

PI3K-dependent neuronal survival pathway is associated to an opening of an ATP-sensitive potassium channel (KATP)

Neuronal survival elicited by the activation of the PI3K signaling pathway is mostly associated with long-term inhibitory effects on the expression of pro-apoptotic factors as well as with promoting action on the expression of anti-apoptotic factors52. As our experimental settings rely on the detection of early signs of excitotoxic cell death i.e. neuronal cell swelling occurring within minutes following glutamate application, PI3K long-term effects on the expression of apoptotic factors do not appear to be mediators of such L-Lactate-mediated short-term effects. Furthermore, this notion of immediacy is reinforced by the fact that, as shown in Fig. 2D, the neuroprotective effect of L-Lactate is observed only when it applied with a maximum delay of 2 min after the onset of glutamate exposure.

In the context of rapid PI3K-dependent mediators of neuroprotection, KATP channels have emerged as potential candidates to account for the effects of L-Lactate. KATP channels are indeed involved in neuroprotection processes53 and are regulated (i.e. activated) by the PI3K pathway54 via reduction of their sensitivity to ATP55. This in turn leads to a decrease in neuronal excitability, which in the context of glutamate-evoked excitotoxicity may be beneficial. In order to determine the importance of KATP channels in the effects of L-Lactate, glibenclamide, an inhibitor of KATP channel was used. Perfusion of neuronal cultures in the presence of L-Lactate (10 mM) and glibenclamide (10 μM), results in a significant decrease of the neuroprotective effects of L-Lactate with a percentage of “ID” responses induced by glutamate of 62 + /− 5% (ncult = 10; ncell = 283) (Fig. 4C; Table 1). Similarly, the neuroprotective effect of P2Y2 receptor agonist UTPγS (10 μM) is lost in the presence of glibenclamide (10 μM) since the percentage of “ID” responses reaches up 60 + /− 4% (ncult = 10; ncell = 296) (Fig. 4C). Of note, glibenclamide is no more effective in blocking L-Lactate effect when added 10min after glutamate application (ncult = 10; ncell = 280) (Fig. 4C). These results highlight the importance of the P2Y2/PI3K pathway and the activation of KATP channel in the L-Lactate-induced neuroprotective actions. Altogether these results demonstrate that the neuroprotective effect of L-Lactate against the excitotoxic action of glutamate is linked to the final activation of the KATP channel through the mobilization of the P2Y2/PI3K pathway.

Discussion

Initial phases of cellular death triggered by an excessive glutamate stimulation are characterized by a massive ionic and water inflows56. Taking advantage of the QP-DHM technique to monitor transmembrane water fluxes associated with early stages of neuronal death processes26,27, we demonstrate that L-Lactate acts as a signaling molecule conferring neuroprotection against excitotoxic insults through well-coordinated mechanisms based on an increase neuronal energy substrates availability, a release of ATP and an intracellular signaling PI3 kinase pathway triggered by purinergic receptors, likely P2Y2, followed by the activation of the KATP channels as summarized in Fig. 5.

Figure 5. Schematic representation of the mechanisms involved in the neuroprotective effect of L-Lactate against excitotoxicity.

Figure 5

Over stimulation of NMDA receptors by glutamate triggers a strong inflow of Ca2+; this overload of Ca2+ leading to excitotoxic cell death processes (1). L-Lactate is transported into the cell (2) and converted to Pyruvate by Lactate Dehydrogenase (LDH) (3). Pyruvate is transported into mitochondria through the Mitochondrial Pyruvate Carrier (MPC) to produce ATP (4). ATP is then released through pannexins and acts on the metabotropic purinergic receptor P2Y, likely P2Y2, in a autocrine/paracine manner (5). Stimulation of purinergic receptors activates the PI3K pathway (6) which, in turn, elicits the opening of KATP channels, hence leading to hyperpolarization of neurons (7), the consequence being a decrease in neuronal excitability leading to neuroprotection.

Until now, the few in vitro studies exploring the neuroprotective properties of L-Lactate have suggested a mechanism of action involving the maintenance of the cellular energy charge18. Indeed, excitotoxicity is classically associated with inhibition of oxidative phosphorylation resulting in a loss of ATP to fuel ion pumps to re-establish the ionic homeostasis9,10. In agreement with that, the involvement of the L-Lactate/Pyruvate pathway and the mitochondrial activity was also observed in this study. Since L-Lactate is converted to Pyruvate by Lactate Dehydrogenase, it would seem logical that both, L-Lactate and Pyruvate are equivalent to produce ATP through the oxidative pathway (Fig. 5). In contrast, glucose does not evoke a significant neuroprotective effect consistent with the view that L-Lactate is a preferred fuel for mitochondrial metabolism in neurons38,39 and also in view of the fact that glutamate inhibits glucose transport in neurons57. Such view is supported by in vivo studies demonstrating the involvement of a L-Lactate/Pyruvate pathway for neuroprotection13,58,59. In contrast to these observations and to our present results, a recent study evidenced a neuroprotective role of D-lactate and L-lactate through a common mechanism involving energy production and activation of HCA1, a lactate receptor, suggesting that different D/L-lactate-induced neuroprotective pathways may operate in vivo60.

Another important data reported in the present study indicate the existence of an additional mechanism independent of an energetic role of L-Lactate linked to the formation of ATP since ATPγS, a non-hydrolysable ATP, mimicked effect of L-Lactate (and of Pyruvate). Indeed data indicate that ATP produced by the L-Lactate/Pyruvate neuroenergetic pathway acts as signaling molecule following its release through the ATP channels pannexins, a mode of release in agreement with the biophysical properties of the pannexins known to be a mechanosensitive conduits for ATP sensitive to swelling46,61. Interestingly, ATP released by neurons acts in autocrine/paracrine manner triggering an apyrase-sensitive purinergic signaling (Fig. 5). Such ATP-signaling cascade has been observed occurring not only in neurons62 but also in astrocytes63, these glial cells expressing both pannexins and purinergic receptors64,65. This could suggest that the very few contaminating astrocytes in our neuronal cultures model may also participate in the activation of such a signaling cascade. Nevertheless, while we cannot fully exclude a participation of astrocytes the biological effects of L-Lactate described here, the high enrichment of neurons in our culture model, 93%29, and therefore the low level of contaminating astrocytes, less than 7% of glial cells, makes it unlikely.

Concerning the nature of ATP-activated receptors, it is known that both, P1 adenosine and P2 purinergic receptors are involved in neuroprotection66. Thus, a neuroprotective role of adenosine through the activation of specific P1 receptors (i.e. A1) has been demonstrated, which was shown to be dependent on a decrease in extracellular glutamate release associated to an inhibition of excitatory synaptic transmission67,68,69. However, the neuroprotective effect of ATPγS along with the use of specific agonists and antagonists clearly indicates that the receptors involved in the effects described here are not adenosine receptors. The blockade of L-Lactate neuroprotection by apyrase confirms the pivotal role played by ATP originating from the L-Lactate/Pyruvate pathway through activation of P2 purinergic receptors, mostly the metabotropic P2Y family since ionotropic P2X receptors are non-selective cation channels with high Ca2+ permeability, an argument which is not in favour of an active role of these receptors in neuroprotection. It has been shown that ATP can exert neuroprotective actions through activation of neuronal purinergic P2Y2 receptors in a serum starvation-induced model51. P2Y subunits are known to potentially form homomeric or heteromeric assemblies with distinct types of GPCRs through direct association, providing complex non-canonical pharmacological responses to agonists/antagonists and downstream signaling pathways70, a fact that may preclude the identification of the role played by a given P2 receptor subtype in a physio(patho)logical process. Nevertheless, results obtained in this study and in particular the observation that UTPγS, a specific activator of P2Y2 receptor mimics the protective effects of L-Lactate points to a major role played by this receptor subtype in L-Lactate-mediated neuroprotection against excitotoxicity. An interesting point concerns a putative dual role played by ATP in neurotoxic and neuroprotective processes. Indeed, excessive release of ATP is known to promote neuronal death, in particular through the activation of a P2X7-pannexins complex71. Purinergic receptors display a very broad range of ATP sensitivities, ranging from nanomolar in the case of P2Y receptors up to hundred micromolar for P2X receptors72, activation of these receptors may therefore be associated with neuroprotective or neurotoxic effects respectively. This implies that depending on the ATP concentration reached in the extracellular medium different P2 receptors subtypes may be activated, hence either neuroprotective or neurotoxic cascades.

The P2Y2/PI3K pathway has been described as an important survival pathway through an inhibition of apoptotic processes51. Here we show, that the P2Y2/PI3K pathway can also promote neuronal survival through a rapid and non-genomic action involving the activation of the KATP channel (Fig. 5). Such interactions between PI3K pathway and KATP channels have been described in hypothalamic proopiomelanocortin neurons participating in the inhibition of food intake55. In particular, it was demonstrated that PI3K pathway enhances PIP3 signaling, resulting in the activation of KATP channels via reduction of the channel sensitivity to ATP. This type of intracellular mechanism resulting in the activation of KATP channels and prevention of depolarization, may also be related to neuroprotection. Indeed, while ATP production is necessary to maintain the activity of ATP-dependent ion pumps to restore the ionic balance disrupted by an overstimulation of glutamate receptors, this increase in ATP levels can also lead to a closure of KATP channels, with final result being a neuronal depolarization and, as a consequence, the maintenance of the neuronal death processes (Fig. 5). The PI3K-dependent process that we have revealed would therefore play a protective role by activating KATP channels despite an increase in intracellular ATP levels produced by L-Lactate/Pyruvate mitochondrial oxidation. The involvement of PI3K pathway appears to be critical for neuronal survival because ATPγS (or UTPγS) alone are sufficient to provide neuroprotection.

Other studies have shown that L-Lactate (and Pyruvate) exert their protecting effect by decreasing the delayed accumulation of extracellular glutamate known to be associated with excitatory insults induced by long-term exposure to NMDA18. Our results suggest that the activation of KATP channels by the P2Y2/PI3K pathway can be the underlying mechanism responsible for the decrease in the delayed glutamate accumulation described above by reducing the neuronal network excitability, hence decreasing global glutamate release. Interestingly, we have previously demonstrated that the shape and amplitude of optical responses triggered by glutamate application reflected the excitability of the neuronal network, particularly the level of NMDA activity26. In this general context, it would be of interest to determine whether differences in terms of levels of expression and activation of the key elements involved in the neuroprotective cascade induced by L-Lactate as described in this study could explain (or be involved in) the differential physiological response of neurons to L-Lactate (i.e. “RD” vs “ID” neurons).

In addition to its role in energy metabolism, there is growing evidence that L-Lactate can act as signaling molecule12,73,74 in particular during physiological processes like Long-Term Memory formation75. There is an apparent paradox in the effects of L-Lactate , as two contrasting effects appear to exist: a stimulation of plasticity and learning mediated by potentiation of the NMDA receptor activity73 which coexists with a neuroprotective effect of L-Lactate against excessive NMDA receptor activity (excitotoxicity). As shown here, it is actually conceivable that the coexistence of these two effects represents a coordinated and well balanced set of mechanisms that allows to potentiate NMDA receptor activity while mitigating its potential pernicious effects. The temporal deployment of these two effects would be consistent with this view, as the neuroprotective effect is rapidly expressed, within 2 minutes (this study), while the effect on plasticity is delayed in time between 30 minutes and 4 hours depending on the genes induced73.

Our study provides new evidences that L-Lactate can also act as a signaling molecule in pathological contexts such as excitotoxic processes. Considering that astrocytes are the main producers of L-Lactate in brain, our observations point to astrocytes as pivotal cellular elements for neuronal protection against excitotoxicity. For instance, glutamate released during neuronal activity stimulates glucose uptake and L-Lactate production and release from astrocytes11. Boosting this process, also known as aerobic glycolysis or Warburg effect12 indeed results in neuroprotection76. Therefore, during an excitotoxic situation, the pathological release of glutamate from neurons would strongly activate L-Lactate production and the release from astrocytes which, in turn, would provide neuroprotection by opening KATP channels, through the P2Y2/PI3K pathway.

In summary, the present results indicate that L-Lactate can be an attractive candidate as a neuroprotective compound, providing the opportunity to develop neuroprotective strategies aimed at increasing the production of L-Lactate by astrocytes.

Additional Information

How to cite this article: Jourdain, P. et al. L-Lactate protects neurons against excitotoxicity: implication of an ATP-mediated signaling cascade. Sci. Rep. 6, 21250; doi: 10.1038/srep21250 (2016).

Acknowledgments

The authors would like to thank Lyncée Tec SA (www.lynceetec.com) for technological expertise, as well as Sandra Borel, Elena Gasparotto and Evelyne Ruchti for expert technical assistance.

This research has been supported by FNRS grants 31003A-130821/1 and 310030B-148169/, the NCCR Synapsy, the Prefargier, Panacee and Biaggi Foundations.

Footnotes

Pierre J. Magistretti and Pierre Marquet are co-founders of Lyncée Tec. The persons mentioned in this statement are part of university research groups, and have participated seven years ago in the foundation of the Lyncée Tec company, which commercializes products related to the technology employed in this study. The study has been however performed independently of Lyncée Tec in the academic laboratories related to these three persons.

Author Contributions P.J., I.A., P.M. and P.J.M. designed research; P.J., K.R. and H.F. performed research; P.J., I.A., K.R., H.F., P.M. and P.J.M. analyzed data; P.J., I.A., P.M. and P.J.M. wrote the paper.

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