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Brain and plasma amino acid concentration in infant rats prenatally exposed to valproic acid

Abstract

Autism spectrum disorder is associated with alterations in GABAergic and glutamatergic neurotransmission. Here, we aimed to determine the concentration of GABA, glutamate, glutamine, aspartate, taurine, and glycine in brain tissue and plasma of rats prenatally exposed to valproic acid (VPA), a well-characterized experimental model of autism. Pregnant rats were injected with VPA (600mg/Kg) during the twelfth-embryonic-day. Control rats were injected with saline. On the fourteen-postnatal-day, rats from both groups (males and females) were anesthetized, euthanized by decapitation and their brain dissected out. The frontal cortex, hippocampus, amygdala, brain stem and cerebellum were dissected and homogenized. Homogenates were centrifuged and supernatants were used to quantify amino acid concentrations by HPLC coupled with fluorometric detection. Blood samples were obtained by a cardiac puncture; plasma was separated and deproteinized to quantify amino acid concentration by HPLC. We found that, in VPA rats, glutamate and glutamine concentrations were increased in hippocampus and glycine concentration was increased in cortex. We did not find changes in other regions or in plasma amino acid concentration in the VPA group with respect to control group. Our results suggest that VPA exposure in utero may impair inhibitory and excitatory amino acid transmission in the infant brain.

Key words
Amino acid; autism; developing brain; valproic acid

INTRODUCTION

Autism spectrum disorder (ASD) is characterized by persistent deficits in social communication and interaction, as well as restricted, repetitive patterns of behavior, interests, or activities present in the early developmental period (American Psychiatric Association 2013AMERICAN PSYCHIATRIC ASSOCIATION. 2013. Diagnostic and Statistical Manual of Mental Disorders. Fifth Ed., American Psychiatric Association, Washington, DC.). It has been proposed that the core clinicopathology of ASD is characterized by an accelerated or early brain tissue overgrowth in regions involved in socialization, communication, and emotional functions, which are regularly affected in these patients (Chomiak 2013CHOMIAK T & HU B. 2013. Alterations of neocortical development and maturation in autism: insight from valproic acid exposure and animal models of autism. Neurotoxicol Teratol 36: 57-66., Courchesne et al. 2007COURCHESNE E, PIERCE K, SCHUMANNETAL CM, REDCAY E, BUCKWALTER JA, KENNEDY DP & MORGAN J. 2007. Mapping early brain development in autism. Neuron 56: 399-413.). Evidence suggests that ASD may be linked with abnormalities in inhibitory and excitatory neurotransmission systems, mediated by gamma-aminobutyric acid (GABA) (Fatemi et al. 2002FATEMI SH, HALT AR, REALMUTO G, EARLE J, KIST DA, THURAS P & MERZ A. 2002. Purkinje cell size is reduced in cerebellum of patients with autism. Cell Mol Neurobiol 22(2): 171-175., 2009FATEMI SH, FOLSOM TD, REUTIMAN TJ & THURAS PD. 2009. Expression of GABA(B) receptors is altered in brains of subjects with autism. Cerebellum 8: 64-69., Harada et al. 2011HARADA M, TAKI MM, NOSE A, KUBO H, MORI K, NISHITANI H & MATSUDA T. 2011. Non-invasive evaluation of the GABAergic/glutamatergic system in autistic patients observed by MEGA-editing proton MR spectroscopy using a clinical 3 Tesla instrument. J Autism Dev Disord 41: 447-454., Zieminska et al. 2018ZIEMINSKA E, TOCZYLOWSKA B, DIAMANDAKIS D, HILGIER W, FILIPKOWSKI RK, POLOWY R, ORZEL J, GORKA M & LAZAREWICZ JW. 2018. Glutamate, Glutamine and GABA Levels in Rat Brain Measured Using MRS, HPLC and NMR Methods in Study of Two Models of Autism. Front Mol Neurosci 11: 418.) and glutamate (GLU) (Hassan et al. 2013HASSAN TH, ABDELRAHMAN HM, ABDEL FATTAH NR, EL-MASRY NM, HASHIM HM, EL-GERBY KM & ABDEL FATTAH NR. 2013. Blood and brain glutamate levels in children with autistic disorder. Res Autism Spectr Disord 7: 541-548., Moreno-Fuenmayor et al. 1996MORENO-FUENMAYOR H, BORJAS L, ARRIETA A, VALERA V & SOCORRO-CANDANOZA L. 1996. Plasma excitatory amino acids in autism. Invest Clin 37: 113-128., Page et al. 2006PAGE LA, DALY E, SCHMITZ N, SIMMONS A, TOAL F, DEELEY Q, AMBERY F, MCALONAN GM, MURPHY KC & MURPHY DG. 2006. In vivo 1H-magnetic resonance spectroscopy study of amygdala-hippocampal and parietal regions in autism. Am J Psychiatry 163: 2189-2192., Shimmura et al. 2011SHIMMURA C ET AL. 2011. Alteration of plasma glutamate and glutamine levels in children with high-functioning autism. PLoS ONE 6: e25340., Shinohe et al. 2006SHINOHE A ET AL. 2006. Increase serum levels of glutamate in adult patients with autism. Prog Neuropsychopharmacol Biol Psychiatry 30: 1472-1477., Zieminska et al. 2018ZIEMINSKA E, TOCZYLOWSKA B, DIAMANDAKIS D, HILGIER W, FILIPKOWSKI RK, POLOWY R, ORZEL J, GORKA M & LAZAREWICZ JW. 2018. Glutamate, Glutamine and GABA Levels in Rat Brain Measured Using MRS, HPLC and NMR Methods in Study of Two Models of Autism. Front Mol Neurosci 11: 418., Wang et al. 2018WANG R, HAUSKNECHT K, SHEN RY & HAJ-DAHMANE S. 2018. Potentiation of Glutamatergic Synaptic Transmission onto Dorsal Raphe Serotonergic Neurons in the Valproic Acid Model of Autism. Front Pharmacol 9: 1185.), respectively.

A reduction in protein levels of glutamic acid decarboxylase (GAD65 and GAD67), the enzyme responsible for the synthesis of GABA from GLU, has been reported in the cerebellum and parietal cortex from ASD patients (Fatemi et al. 2002FATEMI SH, HALT AR, REALMUTO G, EARLE J, KIST DA, THURAS P & MERZ A. 2002. Purkinje cell size is reduced in cerebellum of patients with autism. Cell Mol Neurobiol 22(2): 171-175.), as well as a reduction in GAD67 mRNA in the cerebellar Purkinje cells (Yip et al. 2007YIP J, SOGHOMONIAN JJ & BLATT GJ. 2007. Decreased GAD67 mRNA levels in cerebellar Purkinje cells in autism: pathophysiological implications. Acta Neuropathol 113: 559-568.). Also, an abnormality in the chromosome 15q11–q13, that contains a GABAA receptor subunit gene, has been detected in ASD patients (Cook et al. 1998COOK EH ET AL. 1998. Linkage-disequilibrium mapping of autistic disorder, with 15q11–13 Markers. Am J Hum Genet 62: 1077-1083.). In addition, there are higher levels of GLU in the plasma from patients with ASD (Hassan et al. 2013HASSAN TH, ABDELRAHMAN HM, ABDEL FATTAH NR, EL-MASRY NM, HASHIM HM, EL-GERBY KM & ABDEL FATTAH NR. 2013. Blood and brain glutamate levels in children with autistic disorder. Res Autism Spectr Disord 7: 541-548., Moreno-Fuenmayor et al. 1996MORENO-FUENMAYOR H, BORJAS L, ARRIETA A, VALERA V & SOCORRO-CANDANOZA L. 1996. Plasma excitatory amino acids in autism. Invest Clin 37: 113-128., Shimmura et al. 2011SHIMMURA C ET AL. 2011. Alteration of plasma glutamate and glutamine levels in children with high-functioning autism. PLoS ONE 6: e25340., Shinohe et al. 2006SHINOHE A ET AL. 2006. Increase serum levels of glutamate in adult patients with autism. Prog Neuropsychopharmacol Biol Psychiatry 30: 1472-1477.). Magnetic resonance spectroscopy performed in ASD patients detected significantly higher levels of GLU in the bilateral anterior cingulate, the left striatum, the left cerebellar hemisphere, the left frontal lobe (Hassan et al. 2013HASSAN TH, ABDELRAHMAN HM, ABDEL FATTAH NR, EL-MASRY NM, HASHIM HM, EL-GERBY KM & ABDEL FATTAH NR. 2013. Blood and brain glutamate levels in children with autistic disorder. Res Autism Spectr Disord 7: 541-548.) and the amygdala-hippocampal region (Page et al. 2006PAGE LA, DALY E, SCHMITZ N, SIMMONS A, TOAL F, DEELEY Q, AMBERY F, MCALONAN GM, MURPHY KC & MURPHY DG. 2006. In vivo 1H-magnetic resonance spectroscopy study of amygdala-hippocampal and parietal regions in autism. Am J Psychiatry 163: 2189-2192.) than in control individuals. Furthermore, postmortem brain samples from ASD patients show lower density of α-amino-3-hydroxy-5-methyl-4-isoxazole propionic acid (AMPA) receptors and alterations in GLU transporters (Purcell et al. 2001PURCELL AE, JEON OH, ZIMMERMAN AW, BLUE ME & PEVSNER J. 2001. Postmortem brain abnormalities of the glutamate neurotransmitter system in autism. Neurology 57: 1618-1628.).

There are three types of experimental models for studying autism: genetic, environmental (induced by chemicals) or associated with infection and inflammation. Genetic models of ASD mimic a specific genetic alteration as observed in human syndromes like fragile X (FMR1 gene) and Rett´s (MECP2 mutations). Environmental models are induced by exposure to chemical substances during prenatal or early postnatal period. Those models include valproic acid (VPA) and thalidomide. ASD also can be modeled by producing viral infection in pregnant rodents (for example influenza virus) or by maternal inflammation triggered by the injection of immunogens such as IL-1 and IL-6 during pregnancy (Ergaz et al. 2016ERGAZ Z, WEINSTEIN-FUDIM L & ORNOY A. 2016. Genetic and non-genetic animal models for autism spectrum disorders (ASD). Reprod Toxicol 64: 116-140.). Evidence show that children born from mothers that use VPA as anticonvulsant medication (in utero exposure to VPA) have a higher risk for the development of ASD (Christianson et al. 1994CHRISTIANSON AL, CHESLER N & KROMBERG JGR. 1994. Fetal valproate syndrome: clinical and neurodevelopmental features in two sibling pairs. Dev Med Child Neurol 36: 361-369., Christensen et al. 2013CHRISTENSEN J, GRØNBORG TK, SØRENSEN MJ, SCHENDEL D, PARNER ET, PEDERSEN LH & VESTERGAARD M. 2013. Prenatal valproate exposure and risk of autism spectrum disorders and childhood autism. JAMA 309: 1696-1703.). Based on that information, an environmental animal model of autism was developed by injecting VPA to pregnant rats and studying the offspring (Rodier et al. 1996RODIER PM, INGRAM JL, TISDALE B, NELSON S & ROMANO J. 1996. Embryological origin for autism: developmental anomalies of the cranial nerve motor nuclei. J Comp Neurol 370: 247-261.). Rats prenatally exposed to VPA have similar cerebral anomalies (Rodier et al. 1996RODIER PM, INGRAM JL, TISDALE B, NELSON S & ROMANO J. 1996. Embryological origin for autism: developmental anomalies of the cranial nerve motor nuclei. J Comp Neurol 370: 247-261., Ingram et al. 2000INGRAM JL, PECKHAM SM, TISDALE B & RODIER PM. 2000. Prenatal exposure of rats to valproic acid reproduces the cerebellar anomalies associated with autism. Neurotoxicol Teratol 22: 319-324. PMID: 10840175., Mychasiuk et al. 2012MYCHASIUK R, RICHARDS S, NAKAHASHI A, KOLB B & GIBB R. 2012. Effects of Rat Prenatal Exposure to Valproic Acid on Behaviour and Neuro-Anatomy. Dev Neurosci 34: 268-276.) and behaviors than those displayed by ASD patients (Mychasiuk et al. 2012MYCHASIUK R, RICHARDS S, NAKAHASHI A, KOLB B & GIBB R. 2012. Effects of Rat Prenatal Exposure to Valproic Acid on Behaviour and Neuro-Anatomy. Dev Neurosci 34: 268-276., Schneider & Przzewlocki 2005SCHNEIDER T & PRZEWŁOCKI R. 2005. Behavioral alterations in rats prenatally to valproic acid: animal model of autism. Neuropsychopharmacol 30: 80-89., Schneider et al. 2008SCHNEIDER T, ROMAN A, BASTA-KAIM A, KUBERA M, BUDZISZEWSKA B, SCHNEIDER K & PRZEWŁOCKI R. 2008. Gender-specific behavioral and immunological alterations in an animal model of autism induced by prenatal exposure to valproic acid. Psychoneuroendocrinology 33: 728-740.). Prenatally VPA exposed rats show impaired hippocampal pre- and post-synaptic inhibitory transmission (Banerjee et al. 2013BANERJEE A, GARCÍA-OSCOS F, ROYCHOWDHURY S, GALINDO LC, HALL S, KILGARD MP & ATZORI M. 2013. Impairment of cortical GABAergic synaptic transmission in an environmental rat model of autism. Int J Neuropsychopharmacol 16: 1309-1318.) and a reduced GAD expression (Kim et al. 2013KIM KC ET AL. 2013. Male-specific alteration in excitatory post-synaptic development and social interaction in prenatal valproic acid exposure model of autism spectrum disorder. J Neurochem 124: 832-843.). They also have changes in hippocampal GLU uptake, glutamine (GLN) synthetase activity, GLU transporters expression (Silvestrin et al. 2013SILVESTRIN RB ET AL. 2013. Animal model of autism induced by prenatal exposure to valproate: Altered glutamate metabolism in the hippocampus. Brain Res 1495: 52-60.), and an overexpression of N-methyl-D-aspartate (NMDA) receptor subunits (Rinaldi et al. 2007RINALDI T, KULANGARA K, ANTONIELLO K & MARKRAM H. 2007. Elevated NMDA receptor levels and enhanced postsynaptic long-term potentiation induced by prenatal exposure to valproic acid. Proc Natl Acad Sci USA 104: 13501-13506.). These alterations might be associated with hyperexcitability or possibly with an increased ratio of synaptic excitation/inhibition at an early developmental age. In rats prenatally exposed to VPA an increase of presynaptic efficacy of excitatory transmission as well as of long-term potentiation in the lateral nucleus of the amygdala have been reported (Lin et al. 2013LIN HC, GEAN PW, WANG CC, CHAN YH & CHEN PS. 2013. The Amygdala Excitatory/Inhibitory Balance in a Valproate-Induced Rat Autism Model. PLoS ONE 8: e55248.).

Altogether, these studies suggest that abnormalities in GABAergic and glutamatergic neurotransmission may play an important role in the pathophysiology of autism. In addition, an increase in the ratio between synaptic inhibition and excitation during a critical period may trigger a dysfunctional development of the neural circuits that in turn may cause the core symptoms of ASD, and could also determine the higher prevalence of epilepsy in those patients (Rubenstein & Merzenich 2003RUBENSTEIN JLR & MERZENICH MM. 2003. Model of autism: increased ratio of excitation/ inhibition in key neural systems, Genes. Brain and Behav 2: 255-267. PMID: 14606691., Gogolla et al. 2009GOGOLLA N, LEBLANC JJ, QUAST KB, SÜDHOF TC, FAGIOLINI M & HENSCH TK. 2009. Common circuit defect of excitatory-inhibitory balance in mouse models of autism. J Neurodev Disord 1: 172-181.). In this study, we aimed to determine whether prenatal exposure to VPA modifies brain and plasma amino acid concentration. We quantify amino acid concentrations in fourteen-day-old rat pups (P14) that were prenatally exposed to VPA. This age was chosen considering that autistic-like behaviors are observed during early childhood. Our results suggest that VPA exposure in utero may impair inhibitory and excitatory amino acid transmission in the infant brain.

MATERIALS AND METHODS

Animals

We controlled the fertility cycles of female Wistar rats from our local breeding colony (Centro de Investigaciones Cerebrales, Universidad Veracruzana) by conducting daily vaginal smears. We placed fertile females overnight with a sexually experienced male. Vaginal smears were collected the following morning and, if spermatozoa were found, this was designated as the first day of pregnancy. During the study, pregnant females were housed individually and maintained in a vivarium on a 12:12 h circadian cycle (lights on at 08:00), at 23-25°C temperature and 60-70% relative humidity, with free access to water and food (Rismart). This study was carried out following the Mexican guidelines on the care and use of laboratory animals (NOM-062-ZOO-1999) and was approved by the Internal Committee for the Care and Use of Laboratory Animals (ICCULA) of the Universidad Veracruzana (protocol Number: CICUAL-CICE 2017-002-c).

Administration of VPA to pregnant rats

On the twelfth embryonic day (E12), rats received a single intraperitoneal injection of 600 mg/kg of VPA (sodium valproate Sigma-Aldrich, St. Louis, MO) dissolved in 0.9% saline for a concentration of 250 mg/mL. VPA dose and exposure window were similar to those used in other studies (Schneider & Przewlocki 2005, Perez-Pouchoulen et al. 2016PEREZ-POUCHOULEN M, MIQUEL M, SAFT P, BRUG B, TOLEDO R, HERNANDEZ ME & MANZO J. 2016. Prenatal exposure to sodium valproate alters androgen receptor expression in the developing cerebellum in a region and age specific manner in male and female rats. Int J Dev Neurosci 53: 46-52., Puig-Lagunes et al. 2015PUIG-LAGUNES AA, VELAZCO-CERCAS E, ZAMORA-BELLO I, BELTRÁN-PARRAZAL L, MORGADO-VALLE C, MANZO J & LÓPEZ-MERAZ ML. 2015. Malformaciones congénitas en ratas expuestas prenatalmente al ácido valproico y su relación con el número de células de Purkinje. Rev Mex Neuroci 16(6): 28-40., 2016). Control rats received an injection of physiological saline during the same embryonic day. Rats were housed individually and were allowed to care for their litters. Brain amino acid determination was performed in male and female rat pups from both prenatal VPA-exposed (n=16; 10 females, 6 males) and control groups (n=15; 5 females, 10 males). Plasma amino acid quantification was performed in both gender rat pups from prenatal VPA-exposed (n=16; 4 females, 12 males) and control groups (n=8; 3 females, 5 males). Prenatal exposure to VPA produced congenital crocked tail with different grades of severity. No abnormalities were detected in rats from the control group.

Brain tissue processing

P14 rat pups were anesthetized with pentobarbital sodium (60 mg/kg, i.p.), decapitated and their brains were immediately removed to be dissected on an ice-cooled Petri-dish. The following brain regions were collected: frontal cortex (FC), hippocampus (HI), amygdala (AM, amygdala complex containing the piriform cortex), brain stem (BS) and cerebellum (vermis [VE] and hemispheres [HE]). These brain areas were chosen since they have been regularly associated with ASD. Brain tissue from each area was weighed and mechanically homogenized with a wireless pellet pestle (Sigma-Aldrich, Z359971) by adding 30 μl of perchloric acid (0.1 M, HClO4, Baker) containing 4 mM sodium bisulfite (Baker, S-1516) per 10 mg tissue (López-Meraz et al. 2012LÓPEZ-MERAZ ML, ROCHA LL, MIQUEL M, ORTEGA JC, PEREZ-ESTUDILLO CA, GARCÍA LI, HERNANDEZ ME & MANZO J. 2012. Amino acid tissue levels and GABAA receptor binding in the developing rat cerebellum following status epilepticus. Brain Res 1439: 82-87.). The homogenized tissue was centrifuged at 10’000 rpm for 20 min to 4°C. Subsequently, the supernatant was collected and filtered (filters-HV of 0.45 μm, Millipore). The filtrates and the pellet were placed in Eppendorf tubes, frozen in liquid nitrogen and stored at -76°C until amino acids and protein analyses by high-performance liquid chromatography (HPLC) and Bradford method, respectively, were performed.

Collection and processing of blood plasma

A different group of P14 rats was anesthetized with pentobarbital sodium (60 mg/kg, i.p.) and placed in the supine position on a base to prevent movement. Skin was removed and the abdominal wall was exposed to show the heart (approximately 1 cm caudal to the last rib). Blood (0.2-0.4 ml) was collected by intra-cardiac puncture and placed in EDTA tubes. Samples were gently shaken to homogenize blood with the anticoagulant and then centrifuged at 4’000 rpm for 15 min at 4°C. Plasma was separated from the cell pack, deproteinized with 0.5 M HClO4 and centrifuged again under the same conditions. The supernatant was separated, filtered (filters-HV, 0.45 μm, Millipore) and stored at -76°C until processing for amino acid quantification by HPLC.

Determination of brain tissue and plasma amino acids by HPLC

Amino acid quantification was performed according to a slightly modification of the procedure described by Luna-Munguía et al. (2012)LUNA-MUNGUÍA H, MENESES A, PEÑA-ORTEGA F, GAONA A & ROCHA L. 2012. Effects of hippocampal high-frequency electrical stimulation in memory formation and their association with amino acid tissue content and release in normal rats. Hippocampus 22: 98-105.. An HPLC system coupled to a fluorescence detector (Waters® model 474), a 3.9 x 20 mm pre-column (Nova-Pack, Waters®) and a reversed-phase 3.9 150 mm column (Nova-Pack, 4 mm, C18, Waters®) were used. For quantification of the brain amino acid concentrations (dilutions fluctuated from 1:200 to 1:1000 depending on brain region), we mixed 20 μl of perfusate with 6 μl of the derivatization agent containing O-phthalaldehyde (OPA; Sigma) and 2-beta-mercaptoethanol (Sigma). Two minutes later, samples were injected manually to the HPLC system. Chromatographic separation was performed using a binary gradient system. The mobile phase A consisted of sodium acetate (40 mM) dissolved in 90% milli-Q water and 10% methanol (pH 6.7); the mobile phase B was a solution of 20% sodium acetate (8 mM) and 80% methanol (pH 5.7). Amino acid concentration was calculated by a linear regression analysis using the Millennium system (Waters®) from a external standard technique using a calibration curve of GABA, GLU, GLN, aspartate (ASP), glycine (GLY) and taurine (TAU) (50, 100, 300 and 500 ng/ml).

The plasma concentration of amino acids was determined using the same HPLC system, but the derivatization agent was a mixture of OPA and N-Acetyl Cysteine (NAC, Sigma). Injection of samples was carried out by an autosampler. In each vial, 15 μL of plasma was mixed with 10 μL of buffer OPA-NAC and let stand in the dark for 2 hours at 5°C; 2 h later samples were injected to the chromatograph. A calibration curve was performed with standard amino acids (200, 100, 50 and 10 ng/ml).

Protein quantification by Bradford method

Protein quantification was performed in the pellet remaining from brain homogenates. Samples were reconstituted with 250 µl of a solution containing 0.1 M HClO4 and 4 mM sodium metabisulfite. Quantification was performed with a microplate reader system (Spectra Max 190) by adding 20 µl of the sample (diluted with ultrapure water Milli-Q, 1:1 or 1:10, depending the brain area analyzed) and 180 µl of Bradford solution (1x, BIO-RAD). A standard curve was prepared with bovine serum albumin (0.05-0.6 μg/µl; Baker).

Statistical analysis

Data were analyzed by an unpaired Mann Whitney U-test (MWU) and expressed as the median and the interquartile range. Statistical significance for all comparisons was considered when p<0.05. All analyses were performed using the GraphPad Prism version 6.00.

RESULTS

Prenatal VPA exposure increases GLU, GLN and GLY brain concentration

Statistical significant differences in brain amino acid concentration (ng/mg protein) were found in rats prenatally exposed to VPA with respect to controls (Table I). VPA rats showed an increase in the concentration of GLU [51.2 (38.5); MWU = 41.5, p=0.02] and GLN [31.4 (21.4); MWU = 49.5, p=0.04] in the HI, compared to that of control rats [31.2 (28.3) and 18.9 (22), respectively]. In addition, GLY levels were augmented in the FC [6.5 (3.3); MWU = 51, p = 0.03] of rats prenatally exposed to VPA compared to control rats [3 (3.7)]. No statistically significant differences were found between groups for the concentration of other amino acids in any brain region analyzed.

Table I
Effect of valproic acid prenatal exposure on brain tissue and plasma amino acid levels in rats.

When sex was considered in the evaluation of amino acid concentration, results showed that GLU [14.5 (2.9), MWU=4, p<0.05] and ASP levels in VE [2.8 (2.6); MWU=3, p<0.05] were lower in male rats prenatally exposed to VPA than in control males [22.8 (15.6) and 5.5 (10), respectively]. In the case of female rats, GLU levels in HI [57.3 (28.1); MWU = 4, p<0.03] and BS [32.8 (22.3); MWU = 4, p<0.02] were higher in female rats prenatally exposed to VPA than in control females [29.6 (33.6) and 12.5 (12.8), respectively]. Similarly, GABA [7.9 (3.5); MWU = 1, p<0.03] and ASP concentration [9.1 (2.2); MWU = 1, p<0.01] in BS, was augmented in prenatally VPA exposed females when compared to control female rats [1.4 (4.9) and 4.1 (4.2), respectively]. GABA levels in AM were lower in females prenatally exposed to VPA [4.1 (4.2); MWU = 0, p<0.01] than in control female rats [7.3 (10,9)]. We did not find statistically significant differences associated with sex between treatments for any other brain region or amino acid (Table I).

Prenatal VPA exposure does not modify plasma amino acid concentration

We did not find statistically significant differences in amino acid plasma concentrations between prenatal VPA-exposed and control groups [GABA: MWU = 30, p=0.05; GLU: MWU = 45, p =0.47; GLN: MWU = 46, p = 0.37; ASP: MWU = 37, p =0.14; TAU: MWU = 55, p = 0.75] (Figure 1). In addition, no statistically significant differences associated with sex were observed for any amino acid.

Figure 1
Brain plasma amino acid levels in infant rats prenatally exposed to VPA or Saline. GABA: gamma-aminobutyric acid; GLU: glutamate; GLN: glutamine; ASP: aspartate; GLY: glycine; TAU: taurine. No differences were observed between groups when data were analyzed with a Mann Whitney U-test.

DISCUSSION

Our results show that prenatal VPA exposure increases the concentration of GLU and GLN in HI and the concentration of GLY in FC in P14 rats when compared to control rats. A more detailed analysis shows that specific changes in those concentrations of amino acid are sex- and brain structure-dependent. However, despite the prenatal VPA exposure, the concentration of amino acids in plasma remains unchanged. Our data suggest that VPA exposure in utero may impair inhibitory and excitatory amino acid concentration in the infant rat brain, which may contribute to changes in excitability observed in autism models.

Previous studies have quantified changes in brain and blood amino acid levels in ASD patients (Harada et al. 2011HARADA M, TAKI MM, NOSE A, KUBO H, MORI K, NISHITANI H & MATSUDA T. 2011. Non-invasive evaluation of the GABAergic/glutamatergic system in autistic patients observed by MEGA-editing proton MR spectroscopy using a clinical 3 Tesla instrument. J Autism Dev Disord 41: 447-454., Hassan et al. 2013HASSAN TH, ABDELRAHMAN HM, ABDEL FATTAH NR, EL-MASRY NM, HASHIM HM, EL-GERBY KM & ABDEL FATTAH NR. 2013. Blood and brain glutamate levels in children with autistic disorder. Res Autism Spectr Disord 7: 541-548., Moreno-Fuenmayor et al. 1996MORENO-FUENMAYOR H, BORJAS L, ARRIETA A, VALERA V & SOCORRO-CANDANOZA L. 1996. Plasma excitatory amino acids in autism. Invest Clin 37: 113-128., Page et al. 2006PAGE LA, DALY E, SCHMITZ N, SIMMONS A, TOAL F, DEELEY Q, AMBERY F, MCALONAN GM, MURPHY KC & MURPHY DG. 2006. In vivo 1H-magnetic resonance spectroscopy study of amygdala-hippocampal and parietal regions in autism. Am J Psychiatry 163: 2189-2192., Shimura et al. 2011, Shinohe et al. 2006SHINOHE A ET AL. 2006. Increase serum levels of glutamate in adult patients with autism. Prog Neuropsychopharmacol Biol Psychiatry 30: 1472-1477., Aldred et al. 2003ALDRED S, MOORE KM, FITZGERALD M & WARING RH. 2003. Plasma amino acid levels in children with autism and their families. J Autism Dev Disord 33: 93-97. https://doi.org/ 10.1002/hipo.20868.) and in experimental rat models (Meurs et al. 2008MEURS A, CLINCKERS R, EBINGER G, MICHOTTE Y & SMOLDERS I. 2008. Seizure activity and changes in hippocampal extracellular glutamate, GABA, dopamine and serotonin. Epilepsy Res 78: 50-59., Cavalheiro et al. 1994CAVALHEIRO EA, FERNANDES MJ, TURSKI L & NAFFAH-MAZZACORATTI MG. 1994. Spontaneous recurrent seizures in rats: amino acid and monoamine determination in the hippocampus. Epilepsia 35: 1-11., Zieminska et al. 2018ZIEMINSKA E, TOCZYLOWSKA B, DIAMANDAKIS D, HILGIER W, FILIPKOWSKI RK, POLOWY R, ORZEL J, GORKA M & LAZAREWICZ JW. 2018. Glutamate, Glutamine and GABA Levels in Rat Brain Measured Using MRS, HPLC and NMR Methods in Study of Two Models of Autism. Front Mol Neurosci 11: 418.). However, results are inconsistent and therefore, difficult to interpret. Differences found among published results may be due to different analytical methods used in each study (for example HPLC, magnetic resonance (MR) or nuclear magnetic resonance (NMR) spectroscopy). Our results showed that VPA rats had higher GLU and GLN levels in the HI when compared to control rats. The latter is consistent with the finding of a high GLU concentration observed in the amygdala-hippocampal region from humans with ASD (Page et al. 2006PAGE LA, DALY E, SCHMITZ N, SIMMONS A, TOAL F, DEELEY Q, AMBERY F, MCALONAN GM, MURPHY KC & MURPHY DG. 2006. In vivo 1H-magnetic resonance spectroscopy study of amygdala-hippocampal and parietal regions in autism. Am J Psychiatry 163: 2189-2192.). An increase in the concentration of GLU and GLN in brain tissue is also seen in male rat hippocampus in the VPA and thalidomide-induced models of autism (Zieminska et al. 2018ZIEMINSKA E, TOCZYLOWSKA B, DIAMANDAKIS D, HILGIER W, FILIPKOWSKI RK, POLOWY R, ORZEL J, GORKA M & LAZAREWICZ JW. 2018. Glutamate, Glutamine and GABA Levels in Rat Brain Measured Using MRS, HPLC and NMR Methods in Study of Two Models of Autism. Front Mol Neurosci 11: 418.). Interestingly, Kim and collaborators found an increase in the glutamatergic neuronal marker VGluT1 in the hippocampus from rats prenatally exposed to VPA during E12 (Kim et al. 2013KIM KC ET AL. 2013. Male-specific alteration in excitatory post-synaptic development and social interaction in prenatal valproic acid exposure model of autism spectrum disorder. J Neurochem 124: 832-843.). GLU plays a key role in brain development, neurotransmission and neurotoxicity. GLU stimulates neurite outgrowth, synaptogenesis and maturation of synapsis in the developing brain (Richards et al. 2005RICHARDS DA, MATEOS JM, HUGEL S, DE PAOLA V, CARONI P, GÄHWILER BH & MCKINNEY RA. 2005. Glutamate induces the rapid formation of spine head protrusions in hippocampal slice cultures. Proc Natl Acad Sci USA. 102(17): 6166-6171., Saneyoshi et al. 2010SANEYOSHI T, FORTIN DA & SODERLING TR. 2010. Regulation of spine and synapse formation by activity-dependent intracellular signaling pathways. Curr Opin Neurobiol 20(1): 108-115., Kwon & Sabatini 2011KWON HB & SABATINI BL. 2011. Glutamate induces de novo growth of functional spines in developing cortex. Nature 474(7349): 100-104.). These data suggest that prenatal VPA exposure enhances glutamatergic neurotransmission in the rat hippocampus. Furthermore, male rats prenatally exposed to VPA show an increase in the glutamatergic synaptic transmission in the dorsal raphe nucleus (Wang et al. 2018WANG R, HAUSKNECHT K, SHEN RY & HAJ-DAHMANE S. 2018. Potentiation of Glutamatergic Synaptic Transmission onto Dorsal Raphe Serotonergic Neurons in the Valproic Acid Model of Autism. Front Pharmacol 9: 1185.).

We did not find statistically significant differences in blood amino acid levels between prenatal VPA-exposed and control groups. These results are consistent with previous studies reporting no changes in plasma or platelet amino acid concentrations in ASD patients (Arnold et al. 2003ARNOLD GL, HYMAN SL, MOONEY RA & KIRBY RS. 2003. Plasma Amino Acids Profiles in Children with Autism: Potential Risk of Nutritional Deficiencies. J Autism Dev Disord 33: 449-454., Elbaz et al. 2014ELBAZ FM, ZAKI MM, YOUSSEF AM, ELDORRY GF & ELALFY DY. 2014. Study of plasma amino acid levels in children with autism: An Egyptian sample. Egypt J Med Hum Genet 15: 181-186.). However, other studies have found higher levels of GLU in plasma from ASD patients (Hassan et al. 2013HASSAN TH, ABDELRAHMAN HM, ABDEL FATTAH NR, EL-MASRY NM, HASHIM HM, EL-GERBY KM & ABDEL FATTAH NR. 2013. Blood and brain glutamate levels in children with autistic disorder. Res Autism Spectr Disord 7: 541-548., Shinohe et al. 2006SHINOHE A ET AL. 2006. Increase serum levels of glutamate in adult patients with autism. Prog Neuropsychopharmacol Biol Psychiatry 30: 1472-1477., Aldred et al. 2003ALDRED S, MOORE KM, FITZGERALD M & WARING RH. 2003. Plasma amino acid levels in children with autism and their families. J Autism Dev Disord 33: 93-97. https://doi.org/ 10.1002/hipo.20868.). Discrepancies could be due to the age of the patients with ASD (Dhossche et al. 2002DHOSSCHE D, APPLEGATE H, ABRAHAM A, MAERTENS P, BLAND L, BENCSATH A & MARTÍNEZ J. 2002. Elevated plasma gamma-aminobutyric acid (GABA) levels in autistic youngsters: stimulus for a GABA hypothesis of autism. Med Sci Monit 8: 1-6. PMID: 12165753.) and the broad range of signs and symptoms observed in those patients (Moreno-Fuenmayor et al. 1996MORENO-FUENMAYOR H, BORJAS L, ARRIETA A, VALERA V & SOCORRO-CANDANOZA L. 1996. Plasma excitatory amino acids in autism. Invest Clin 37: 113-128.). We focused on P14 rat pups, because at that age the brain rat development resembles that of the human infant/toddler (Sengupta 2013SENGUPTA P. 2013. The Laboratory Rat: Relating Its Age With Human’s. Int J Prev Med 4: 624-630.). However, ASD patients included in the studies mentioned above have a broader range of age (Spence & Schneider 2009SPENCE SJ & SCHNEIDER MT. 2009. The role of epilepsy and epileptiform EEGs in autism spectrum disorders. Pediatr Res 65: 599-606.).

GABA is the main inhibitory neurotransmitter in the adult brain, but it is excitatory in immature neurons (Ben-Ari 2001BEN-ARI Y. 2001. Developing networks play a similar melody. Trends Neurosci 24: 353-360., 2002BEN-ARI Y. 2002. Excitatory actions of GABA during development: the nature of the nurture. Nat Rev Neurosci 3: 728-739.). This is due to changes in the concentration gradient of Cl-, which depends on the expression of the K-Cl (KCC2) and Na-K-2Cl cotransporters (NKCC1) (Ben-Ari 2006BEN-ARI Y. 2006. Basic developmental rules and their implications for epilepsy in the immature brain. Epileptic Disord 8: 91-102., Kahle et al. 2008KAHLE KT, STALEY KJ, NAHED BV, GAMBA G, HEBERT SC, LIFTON RP & MOUNT DB. 2008. Roles of the cation-chloride cotransporters in neurological disease. Nat Clin Pract Neurol 4: 490-503.). The change of GABA from excitatory to inhibitory is observed in rats during the second week of life and until the end of the first month (Ben Ari 2002BEN-ARI Y. 2002. Excitatory actions of GABA during development: the nature of the nurture. Nat Rev Neurosci 3: 728-739., Perrot-Sinal et al. 2003PERROT-SINAL TS, AUGER AP & MCCARTHY MM. 2003. Excitatory actions of GABA in developing brain are mediated by L-type Ca2+ channels and dependent on age, sex, and brain region. Neuroscience 116: 995-1003.). It is important to take into account this information considering that we studied P14 rats. However, our results show no changes in GABA brain concentration in rats prenatally exposed to VPA when compared to control rats. Our data differ from that reported recently in rats prenatally exposed to VPA and thalidomide (Zieminska et al. 2018ZIEMINSKA E, TOCZYLOWSKA B, DIAMANDAKIS D, HILGIER W, FILIPKOWSKI RK, POLOWY R, ORZEL J, GORKA M & LAZAREWICZ JW. 2018. Glutamate, Glutamine and GABA Levels in Rat Brain Measured Using MRS, HPLC and NMR Methods in Study of Two Models of Autism. Front Mol Neurosci 11: 418.). Those authors found that levels of GABA in HI are significantly increased in both ASD models. A possible difference between both studies may be the age of the rats; we performed our analysis specifically during the 14-postnatal day, whereas the study by Zieminska et al. (2018)ZIEMINSKA E, TOCZYLOWSKA B, DIAMANDAKIS D, HILGIER W, FILIPKOWSKI RK, POLOWY R, ORZEL J, GORKA M & LAZAREWICZ JW. 2018. Glutamate, Glutamine and GABA Levels in Rat Brain Measured Using MRS, HPLC and NMR Methods in Study of Two Models of Autism. Front Mol Neurosci 11: 418. was carried out in one-month-old rats. A previous study show that rats prenatally exposed to VPA have reduced GAD expression in the cortex and the HI (Kim et al. 2013KIM KC ET AL. 2013. Male-specific alteration in excitatory post-synaptic development and social interaction in prenatal valproic acid exposure model of autism spectrum disorder. J Neurochem 124: 832-843.). Application of VPA to cortical neurons in culture reduces GAD expression (Fukuchi et al. 2009FUKUCHI M, NII T, ISHIMARU N, MINAMINO A, HARA D, TAKASAKI I, TABUCHI A & TSUDA M. 2009. Valproic acid induces up- or down-regulation of gene expression responsible for the neuronal excitation and inhibition in rat cortical neurons through its epigenetic actions. Neurosci Res 65: 35-43.). Furthermore, a decrease in the expression and function of GAD is seen in the parietal cortex and cerebellar Purkinje cells from ASD patients (Fatemi et al. 2002FATEMI SH, HALT AR, REALMUTO G, EARLE J, KIST DA, THURAS P & MERZ A. 2002. Purkinje cell size is reduced in cerebellum of patients with autism. Cell Mol Neurobiol 22(2): 171-175., Yip et al. 2007YIP J, SOGHOMONIAN JJ & BLATT GJ. 2007. Decreased GAD67 mRNA levels in cerebellar Purkinje cells in autism: pathophysiological implications. Acta Neuropathol 113: 559-568.). A decrease in GABA concentration has been reported in plasma, platelet, and brain from patients with ASD (Harada et al. 2011HARADA M, TAKI MM, NOSE A, KUBO H, MORI K, NISHITANI H & MATSUDA T. 2011. Non-invasive evaluation of the GABAergic/glutamatergic system in autistic patients observed by MEGA-editing proton MR spectroscopy using a clinical 3 Tesla instrument. J Autism Dev Disord 41: 447-454., Cochran et al. 2015COCHRAN D, SIKOGLU E, HODGE S, EDDEN R, FOLEY A, KENNEDY D, MOORE C & FRAZIER J. 2015. Relationship Among Glutamine, γ-Aminobutyric Acid, and Social Cognition In Autism Spectrum Disorders. J Child Adolesc Psychopharmacol 24: 314-322., Dhossche et al. 2002DHOSSCHE D, APPLEGATE H, ABRAHAM A, MAERTENS P, BLAND L, BENCSATH A & MARTÍNEZ J. 2002. Elevated plasma gamma-aminobutyric acid (GABA) levels in autistic youngsters: stimulus for a GABA hypothesis of autism. Med Sci Monit 8: 1-6. PMID: 12165753.). We did not find such decrease in our study.

A caveat to our study is the fact that we used the barbiturate pentobarbital as anesthetic. In rat CA3 neurons, pentobarbital decreases excitatory synaptic transmission by activating GABAA receptors and inhibiting voltage-dependent Na+ and Ca++ channels, affecting GABA and glutamate release (Shin et al. 2013SHIN MC, WAKITA M, IWATA S, NONAKA K, KOTANI N & AKAIKE N. 2013. Comparative effects of pentobarbital on spontaneous and evoked transmitter release from inhibitory and excitatory nerve terminals in rat CA3 neurons. Brain Res Bull 90: 10-18.). To our knowledge, the dose of pentobarbital that we used does not modify the concentration of amino acids in the brain. However, phenobarbital, another barbiturate, at doses higher than 100 mg/kg produces a slight decrease in GABA concentration (Battistin et al. 1984BATTISTIN L, VAROTTO M, BERLESE G & ROMAN G. 1984. Effects of some anticonvulsant drugs on brain GABA level and GAD and GABA-T activities. Neurochem Res 9: 225-231.).

We found an increase in GLY concentration in the cortex of rats prenatally exposed to VPA. It is known that GLY is the main inhibitory neurotransmitter in the spinal cord and the BS (Legendre 2001LEGENDRE P. 2001. The glycinergic inhibitory synapse. Cell Mol Life Sci 58: 760-793.). However, GLY is also a co-agonist of glutamate for NMDA receptors, which mediate excitatory neurotransmission. High concentrations of GLY cause hyperexcitability and neurotoxicity in hippocampal brain slices (Newell et al. 1997NEWELL DW, BARTH A, RICCIARDI TN & MALOUF AT. 1997. Glycine Causes Increased Excitability and Neurotoxicity by Activation of NMDA Receptors in the Hippocampus. Exp Neurol 145: 235-244.). Thus, it is also possible that a high GLY concentration in FC after prenatal VPA exposure facilitates GLU-mediated excitability. Since our study is merely descriptive, additional experiments should be carried out to characterize the possible role of GLY in the VPA model of ASD.

ASD is more common in male than in female children (Christensen et al. 2013CHRISTENSEN J, GRØNBORG TK, SØRENSEN MJ, SCHENDEL D, PARNER ET, PEDERSEN LH & VESTERGAARD M. 2013. Prenatal valproate exposure and risk of autism spectrum disorders and childhood autism. JAMA 309: 1696-1703.). When we considered sex, our results showed differences in the concentration of some brain amino acids in prenatally VPA exposed male and female rats compared to control rats. These differences were observed in VE, BS, and AM. A recent study using VPA and thalidomide models shows increased levels of GLU, GLN and GABA in male´s hippocampus (Zieminska et al. 2018ZIEMINSKA E, TOCZYLOWSKA B, DIAMANDAKIS D, HILGIER W, FILIPKOWSKI RK, POLOWY R, ORZEL J, GORKA M & LAZAREWICZ JW. 2018. Glutamate, Glutamine and GABA Levels in Rat Brain Measured Using MRS, HPLC and NMR Methods in Study of Two Models of Autism. Front Mol Neurosci 11: 418.); however, in that study, no other brain regions were evaluated. Our results showed that male rats prenatally exposed to VPA have decreased concentrations of GLU and ASP in VE, but not changes in the HI. Female rats prenatally exposed to VPA showed higher concentrations of GLU in HI and BS than their matched controls. This latter result is similar to the findings of Zieminska et al. (2018)ZIEMINSKA E, TOCZYLOWSKA B, DIAMANDAKIS D, HILGIER W, FILIPKOWSKI RK, POLOWY R, ORZEL J, GORKA M & LAZAREWICZ JW. 2018. Glutamate, Glutamine and GABA Levels in Rat Brain Measured Using MRS, HPLC and NMR Methods in Study of Two Models of Autism. Front Mol Neurosci 11: 418.. Females prenatally exposed to VPA also had increased concentrations of GABA and ASP in BS, but a lower concentration of GABA in AM.

Epidemiologic studies have shown a high prevalence and incidence of epilepsy in ASD patients (Bolton et al. 2011BOLTON PF, CARCANI-RATHWELL I, HUTTON J, GOODE S, HOWLIN P & RUTTER M. 2011. Epilepsy in autism: features and correlates. Br J Psychiatry 198: 289-294., Tuchman et al. 2010TUCHMAN R, CUCCARO M & ALESSANDRI M. 2010. Autism and epilepsy: Historical perspective. Brain Dev 32: 709-718., Canitano 2007CANITANO R. 2007. Epilepsy in autism spectrum disorders. Eur Child Adolesc Psychiatry 16: 61-66., Hara 2007HARA H. 2007. Autism and epilepsy: A retrospective follow-up study. Brain Dev 29: 486-490.). Both diseases are characterized by an excitatory/inhibitory imbalance (Hassan et al. 2013HASSAN TH, ABDELRAHMAN HM, ABDEL FATTAH NR, EL-MASRY NM, HASHIM HM, EL-GERBY KM & ABDEL FATTAH NR. 2013. Blood and brain glutamate levels in children with autistic disorder. Res Autism Spectr Disord 7: 541-548., Lam et al. 2006LAM KSL, AMAN MG & ARNOLD LE. 2006. Neurochemical correlates of autistic disorder: A review of the literature. Res Dev Disabil 27: 254-289., Tebartz van Elst et al. 2014TEBARTZ VAN ELST L ET AL. 2014. Disturbed cingulate glutamate metabolism in adults with high-functioning autism spectrum disorder: evidence in support of the excitatory/inhibitory imbalance hypothesis. Mol Psychiatry 19: 1314-1325.). The increased glutamatergic activity or the suppression of the GABAergic system support the hyperglutamatergic hypothesis in the pathogenesis of autism (Fatemi et al. 2002FATEMI SH, HALT AR, REALMUTO G, EARLE J, KIST DA, THURAS P & MERZ A. 2002. Purkinje cell size is reduced in cerebellum of patients with autism. Cell Mol Neurobiol 22(2): 171-175., Harada et al. 2011HARADA M, TAKI MM, NOSE A, KUBO H, MORI K, NISHITANI H & MATSUDA T. 2011. Non-invasive evaluation of the GABAergic/glutamatergic system in autistic patients observed by MEGA-editing proton MR spectroscopy using a clinical 3 Tesla instrument. J Autism Dev Disord 41: 447-454., Hassan et al. 2013HASSAN TH, ABDELRAHMAN HM, ABDEL FATTAH NR, EL-MASRY NM, HASHIM HM, EL-GERBY KM & ABDEL FATTAH NR. 2013. Blood and brain glutamate levels in children with autistic disorder. Res Autism Spectr Disord 7: 541-548., Page et al. 2006PAGE LA, DALY E, SCHMITZ N, SIMMONS A, TOAL F, DEELEY Q, AMBERY F, MCALONAN GM, MURPHY KC & MURPHY DG. 2006. In vivo 1H-magnetic resonance spectroscopy study of amygdala-hippocampal and parietal regions in autism. Am J Psychiatry 163: 2189-2192., Shimmura et al. 2011SHIMMURA C ET AL. 2011. Alteration of plasma glutamate and glutamine levels in children with high-functioning autism. PLoS ONE 6: e25340., Lam et al. 2006LAM KSL, AMAN MG & ARNOLD LE. 2006. Neurochemical correlates of autistic disorder: A review of the literature. Res Dev Disabil 27: 254-289., Tebartz van Elst et al. 2014TEBARTZ VAN ELST L ET AL. 2014. Disturbed cingulate glutamate metabolism in adults with high-functioning autism spectrum disorder: evidence in support of the excitatory/inhibitory imbalance hypothesis. Mol Psychiatry 19: 1314-1325.). Data from our study support that prenatal VPA exposure can produce a deregulation in the neurochemistry of glutamatergic system, which may explain the higher seizure susceptibility observed in Rats prenatally exposed to VPA (Kim et al. 2011KIM KC, KIM P, GO HS, CHOI CS, YANG SI, CHEONG JH, SHIN CY & KO KH. 2011. The critical period of valproate exposure to induce autistic symptoms in Sprague-Dawley rats. Toxicol Lett 201: 137-142., Puig-Lagunes et al. 2016PUIG-LAGUNES AA, MANZO J, BELTRÁN-PARRAZAL L, MORGADO-VALLE C, TOLEDO-CÁRDENAS R & LÓPEZ-MERAZ ML. 2016. Pentylenetetrazole-induced seizures in developing rats prenatally exposed to valproic acid. Peer J 4: e2709.).

In conclusion, in two-week-old rat pups prenatally exposed to VPA, there is an increase in the concentration of GLU and GLN in hippocampus and in the concentration of GLY in frontal cortex. These changes may be the cause of the imbalance between inhibition and excitation proposed as pathogenesis of ASD. To our knowledge, this is one of the first studies that evaluates the effect of prenatal VPA exposure in amino acid concentration in different brain regions of the infant rat. This approach could help to understand the neurochemical and behavioral changes associated with ASD.

ACKNOWLEDGMENTS

Thanks to Francia Carmona Cruz, B.Sc. by her technical assistance for amino acid analysis by HPLC. This research was supported by Consejo Nacional de Ciencia y Tecnología (CONACYT), Mexico (scholarship 212825 to AAPL) and by Secretaría de Educación Pública (SEP), Mexico (support to Cuerpo Académico de Neurofisiología UV-CA-333).

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Publication Dates

  • Publication in this collection
    15 Mar 2021
  • Date of issue
    2021

History

  • Received
    19 Apr 2018
  • Accepted
    19 Oct 2019
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