Abstract
Polymorphisms of the apolipoprotein E (APOE) gene differentially affect neurobiological functions and cognitive performance and confer different vulnerabilities to subclinical exposures to chlorpyrifos (CPF), a pesticide used worldwide. The data reported on this topic suggest a complex interaction between cholinergic signaling and the APOE genotype. To gain greater functional insight into this interaction, we evaluated spatial learning and memory and hippocampal cholinergic expression in young apoE3 and apoE4 transgenic mice exposed to CPF. Male and female mice were exposed to CPF at 0 or 1 mg/kg on postnatal days 10–15 and then, exposed to CPF at 0 or 2 mg/kg for 60 days at 5 months of age. At 6 months of age, mice were tested for spatial skills in a Barnes maze. At the end of the task, animals were killed and gene expression of cholinergic components was assessed in the hippocampus. Our results show that apoE4 female mice performed worse in the spatial task, while postnatal CPF impaired escape strategies and spatial memory in apoE3 mice. In turn, CPF in adulthood improved spatial abilities in apoE4 female mice. Regarding gene expression, choline acetyltransferase (ChAT) and vesicular acetylcholine transporter (VAChT) expression were increased in apoE4 mice. Postnatal exposure to CPF increased ChAT mRNA levels in apoE4 mice, whereas adult exposure to CPF induced changes in acetylcholinesterase-S, α7- and α4-subunit nicotinic receptor expression in apoE4 females. The current findings provide new insights into APOE-dependent cholinergic signaling, which directly affects the response to CPF cholinergic insult, especially in APOE4 subjects.
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Introduction
Apolipoprotein E (apoE) is a lipid-transport protein widely expressed in the central nervous system (CNS), and involved in several neurobiological processes (Bales 2010; Huang and Mahley 2014). In humans, the apoE encoding gene (APOE) is polymorphic, being the most common alleles ε3 and ε4 (Roses 1996). Besides influencing the onset of metabolic and cardiovascular diseases, APOE genotype confers different risks of several neurological and psychiatric disorders (Villeneuve et al. 2014; Forero et al. 2016). Evidence from a variety of studies suggests that there are complex interactions between age, sex and APOE genotype. For instance, several studies have identified differences in spatial learning and memory task performance between APOE targeted replacement (apoE-TR) mice at young ages (Reverte et al. 2012; Liraz et al. 2013; Rodriguez et al. 2013; Peris-Sampedro et al. 2015a). Data from human studies indicate that APOE4 women carriers have a higher risk of cognitive decline with age than men (Holland et al. 2013; Lin et al. 2015; Riedel et al. 2016). In this line, APOE4 is well known to be the strongest genetic risk factor for developing mild cognitive impairment (MCI) and Alzheimer’s disease (AD) (Bales 2010; Xu et al. 2013). Certainly, a prime warning sign of AD is the disrupted hippocampal-based memory (Schliebs and Arendt 2011). This deterioration, along with a loss of cholinergic activity in the CNS observed in AD patients and aging animal models have led to the “cholinergic hypothesis” (Bartus 2000). Therefore, the first drugs used to treat mild and moderate AD aimed to increase the amount of acetylcholine (ACh) in the synaptic cleft by inhibiting acetylcholinesterase (AChE) (Zemek et al. 2014).
A much debated question is whether APOE4-related cognitive deficit is due to alterations in the cholinergic neurotransmission. Although various human studies have suggested differences between APOE4 carriers and non-carriers (Cohen et al. 2003; Lai et al. 2006; Eggers et al. 2006), others have observed none (Corey-Bloom et al. 2000; Reid et al. 2001). More consistently, cholinergic profiles have been reported in apoE-TR mice. For example, a different cholinergic compensation between APOE variants after cerebral lesions (Bott et al. 2016) as well as a reduced release of ACh, caused by a decrease in vesicular acetylcholine transporter (VAChT) in 12-month apoE4 mice (Dolejší et al. 2016). Indeed, 15- and 30-day-old apoE3 and apoE4 mice displayed significant differences in forebrain mRNA levels of VAChT, α7-subunit nicotinic receptor (nAChR), AChE isoforms AChE-S and AChE-R (Basaure et al. 2018). Furthermore, it is not clear whether the effects of cholinergic agonists depend on APOE genotype. Although some epidemiological-based studies have described beneficial cognitive effects on a young ε4 population after a nicotine treatment (Marchant et al. 2010; Evans et al. 2013), others have found no differences in the response to treatments for AD with ChE inhibitors between APOE4-positive and -negative carriers (Rigaud et al. 2000, 2002). In relation to this, we have found that APOE polymorphisms elicit different responses to chlorpyrifos (CPF) in apoE-TR mice (Basaure et al. 2018; Peris-Sampedro et al. 2015a, b, 2016, 2018).
Briefly, CPF has been the most used organophosphate pesticide worldwide for the last decades. It is a cholinesterase (ChE) inhibitor agent, which has been associated with long- and short-term deficits in cognitive functions (Sánchez-Santed et al. 2016; Abreu-Villaça and Levin 2017). Impairments in learning and memory caused by low-dose CPF exposure have been described in rodents exposed during the perinatal period (Jett et al. 2001; Johnson et al. 2009; Turgeman et al. 2011), and adulthood (Yan et al. 2012; López-Granero et al. 2014; Basaure et al. 2017). Several studies have raised the concern that postnatal CPF exposures at doses that do not cause ChE inhibition could trigger alterations in cholinergic neurotransmission and contribute to the emergence of cognitive shortfalls (Jett et al. 2001; Qiao et al. 2003; Oriel and Kofman 2015). In our previous investigations, apoE3 male mice exposed to CPF for 13 weeks showed impaired retention in a spatial task compared to CPF-fed apoE2 and apoE4 (Peris-Sampedro et al. 2015a), while adult apoE4 female mice exposed to CPF at 3.75 mg/kg/day for 4 weeks reversed their inherent lack of inhibitory control (Peris-Sampedro et al. 2016). Furthermore, when apoE-TR mice were exposed to CPF from postnatal day (PND) 10 to 15, VAChT expression only decreased in apoE3 mice (Basaure et al. 2018).
As a result of the large-scale and indiscriminate use of all types of drugs and environmental toxic compounds, the patterns of exposure throughout life are likely to be chronic, prolonged and to include repeated exposures. In the case of CPF, exactly how prior contact influences response to subsequent exposures is not clear yet. Since CPF-induced long-lasting changes might affect multiple neurochemical and detoxifying systems, this prior contact is particularly important in the case of early exposures (Qiao et al. 2004; Rhodes et al. 2004; Abreu-Villaça and Levin 2017) throughout an individual’s life. To address this environmental concern, we designed the current study to assess spatial learning and memory and cholinergic changes in the hippocampus of young apoE3- and apoE4-TR mice after two exposures to CPF, one during the postnatal period and the other during adulthood. Gene expression in hippocampus of choline acetyltransferase (ChAT), VAChT, the α4- and α7-subunit nAChRs and AChE isoforms was also analyzed.
Materials and methods
Animals
Male and female apoE-TR homozygous mice, for the human ε3 and ε4 alleles (Taconic Europe, Lille Skensved, Denmark), were used in this study. These mice have a C57BL/6 background and express functional human apoE isoforms (Sullivan et al. 1997). After a quarantine period, female mice were mated with males of the same genotype. The day of delivery was designated as PND 0, and only litters with 6–8 pups of both sexes were used. All animals were allowed free access to water and food (Panlab rodent chow, Barcelona, Spain). The animal room was maintained at a temperature of 22 ± 2 °C, a relative humidity of 50 ± 10% and a 12-h light/dark automatic light cycle (light: 08:00–20:00 h).
The use of animals and the experimental protocols were approved by the Animal Care and Use Committee of the Rovira i Virgili University (Tarragona, Spain) and were conducted in accordance with the Spanish Royal Decree 53/2013 on the protection of experimental animals, and the European Communities Council Directive (2010/63/EU).
Chemicals and treatments
CPF [O,O-diethyl O-(3,5,6-trichloropyridin-2-yl) phosphorothioate] was supplied by Sigma-Aldrich Co. LLC. (Madrid, Spain). CPF was administered at two different periods during the lifespan, the first period was during development, from PND 10 to 15 (named postnatal treatment), and the second exposure was initiated at 5 month of age and lasted for 8 weeks (named adult treatment). On PND 10, the litters were randomly assigned to either the control group or treated group for the postnatal treatment, and 5 months later two males and two females from each group were randomly assigned to either the control group or treated group for the adult treatment. For the postnatal treatment, CPF was dissolved in corn oil and adjusted to administer 1 mg/kg in 1 µL per g of body weight. Pups received an oral dose of 0 or 1 mg/kg with a micro-pipette. For the adult treatment, rodent chow was supplemented with CPF at 15 mg CPF/kg chow (Panlab, Barcelona, Spain) to deliver 2 mg/kg/day as previously described (Basaure et al. 2017; Peris-Sampedro et al. 2018). To check if the mice were receiving the estimated dose, body weight and food intake were weekly monitored to further calculate the real ingested dose, which was 2.04 ± 0.08 mg/kg of CPF. The doses administered and the treatment periods were similar to those previously applied in our lab, both for the postnatal exposure to CPF (Basaure et al. 2018; Guardia-Escote et al. 2018) and for the adult exposure to CPF (Peris-Sampedro et al. 2015a, b, 2018). Thus, apoE3 and apoE4 male and female groups were subdivided into the following subgroups: 0-CPF (exposed to vehicle from PND 10 to 15), P-CPF (CPF-treated from PND 10 to 15), A-CPF (CPF-treated at 5-months-of-age for 8 weeks) and A + P-CPF (CPF-treated from PND 10 to 15 and at 5-months-of-age for 8 weeks) (Fig. 1).
Spatial learning and memory
At 6 months of age, spatial learning and memory were evaluated in a Barnes maze (BM). A total of 8–10 mice per group were used to test the effects of postnatal and adult exposures to CPF. The maze consisted of a white circular arena (92 cm diameter) elevated 1 m above the floor, with 20 equidistant holes distributed around the edges. Each hole was assigned with a number from 1 to 20, and the arena was divided into four quadrants. A detachable dark box (i.e., escape box) was located under the hole 1 (i.e., target hole). Bright-white light was used to stimulate the animals to enter the escape box. The test took place on 12 consecutive days during the light cycle. First, animals were habituated to the maze for 2 consecutive days, on the first of which general exploratory activity in a new environment was analyzed in terms of the distance traveled in the arena without escape box. Then, the animals entered the acquisition phase, which consisted of 9 daily consecutive sessions of two trials each, with a 120-min inter-trial interval. During each trial, mice were allowed a total of 120 s to find the target hole and the escape box. The starting-trial position was the center of the arena, and the trial finished when the animal entered the escape box. If the animal failed to enter the escape box within 120 s, it was gently guided and placed into the escape box by the experimenter. The mouse remained undisturbed in the escape box for 30 s before being returned to its holding cage. To avoid proximal cues and ensure hippocampus-dependent learning, the arena was rotated between trials but the escape box position was maintained fixed with respect to the external cues. To remove any olfactory cues, the maze and the escape box were cleaned with 70% ethanol solution between trials. Throughout the acquisition period, the distance traveled in the arena was measured. We also determined the search strategies used to reach the escape box in the first trial (session 1) and the last trial (session 9). The strategies were scored as: “random”, when the mouse arbitrarily searched into the maze; “serial”, when it traveled around the edge of the maze, crossing at least three adjacent holes; and “spatial”, if it traveled directly towards the target hole from the center of the maze (Peris-Sampedro et al. 2015a; Basaure et al. 2017). The retention phase was carried out 24 h after the last acquisition-trial without the escape box. The time spent in the target quadrant searching for the escape box, out of a maximum of 90 s, was measured. The movements and path of the animal were recorded by a video camera (Sony CCD-IRIS), and then computerized through a video-tracking program (Etho-Vision© XT 11.5, Noldus Information Technologies, Wageningen, The Netherlands).
Killing and sampling
Animals were killed by exsanguination under isoflurane anesthesia at the end of the adult treatment period. Blood was obtained by cardiac puncture, being immediately centrifuged to obtain plasma. After exsanguination, mice were rapidly decapitated and brain was quickly removed, dissecting the hippocampus. Plasma and hippocampus samples were stored at − 80 °C until subsequent use.
Plasma ChE activity
To identify the acute systemic effect of CPF (Peris-Sampedro et al. 2015b, 2016, 2018; Basaure et al. 2018), ChE activity was determined in plasma (n = 5/group) and analyzed spectrophotometrically using the Ellman method (Ellman et al. 1961) with a commercially available kit provided by QCA (Química Analítica Clínica S.A., QCA, Amposta, Spain). The absorbance was measured according to the manufacturer’s instructions at a constant temperature of 37 °C, in duplicate, with a semiautomatic COBAS MIRA analyzer (Hoffman-La Roche & Co., Basel, Switzerland). Plasma ChE activity was estimated on the basis of the activity value of the control mice and represented as percentages.
Gene expression
Gene expression of ChAT, VAChT, the α4- and α7-subunit nAChRs, AChE-S and AChE-R isoforms in hippocampus (n = 4–5/group) was determined with real-time polymerase chain reaction (qPCR) analysis. The full process was performed with RNase-free reagents, tubes and pipette tips, and the surfaces and instruments were cleaned with RNaseZap solution (ThermoFisher Scientific, Waltham, MA, USA). Briefly, total RNA was extracted with the TRIzol™ Plus RNA Purification Kit and Phasemaker™ Tubes (Invitrogen, Carlsbad, CA, USA), and potential contaminating DNA was removed with the DNA-free™ DNA removal kit (Invitrogen, Carlsbad, CA, USA). RNA concentration and purity were determined with a spectrophotometer Nanodrop 2000 (ThermoFisher Scientific, Waltham, MA, USA), and the quality was assessed by microfluidic electrophoresis with the Agilent RNA 6000 Nano kit and the Agilent Bioanalyzer (Agilent Technologies, Santa Clara, CA, USA). To synthesize cDNA from 1 µg RNA samples, High-Capacity cDNA Reverse Transcription Kit with RNase Inhibitor (ThermoFischer Scientific, Waltham, MA, USA) was used. The cDNA samples were distributed in 384-well plates in triplicate to carry out the qPCR reactions in the 7900HT Fast Real-Time PCR instrument system with the Power SYBR Green PCR Master Mix (ThermoFischer Scientific, Waltham, MA, USA). The primer sequences used have been described elsewhere and were as follows: Chat gene of ChAT (García-Gómez et al. 2015); Slc18a3 gene of VAChT (Yamamuro and Aizawa 2010); Chrna4 gene of the α4- and Chrna7 gene of α7-subunit nAChRs (Léna et al. 1999); and Ache gene of both AChE-S and AChE-R (Dori et al. 2011). Finally, the comparative cycle threshold (Ct) method was applied to calculate the mRNA expression. Gapdh expression (Yao et al. 2016) was used to determine the relative gene expression levels for each sample, and 2−ΔCt was calculated for analysis purposes.
Statistics
Analyses were performed using the SPSS Statistics 25.0 software (IBM Corp, Chicago, IL, USA) and MATLAB R2017a (The Mathworks Inc., Natwick, MA, USA). Postnatal treatment (P-CPF) and adult treatment (A-CPF) were used as two different factors to address the following three questions: first, did the postnatal treatment alone cause long-lasting changes in adults? Second, did the adult treatment alone lead to short-term effects? Finally, did the response to the adult treatment depend on the postnatal treatment? Likewise, sex and genotype were also evaluated as main factors. To study the BM task, habituation and acquisition phases were analyzed by means of a repeated measure multivariate analysis of variance (RMANOVA). Search strategies were evaluated by a four-way analysis of variance (ANOVA) and a paired t test. A one-sample t test was used to evaluate the retention of BM. The post-hoc Tukey test was used for multiple comparisons between groups. The variance homogeneity was determined using the Levene test. All data were expressed as mean ± SE. Statistical significance was set at p < 0.05.
Results
A moderate 2 mg/kg/day exposure to CPF for 8 weeks decreased plasma ChE activity to 20% with no signs of toxicity
Although A-CPF and A + P-CPF mice showed no signs of cholinergic syndrome during the treatment period, a four-way ANOVA (sex × genotype × P-CPF × A-CPF) indicated that adult-treated groups showed a decrease in plasma ChE activity [F1,88 = 3298.94, p < 0.001]. The ChE activity of the A-CPF mice dropped to 19.20% compared to 0-CPF and the activity of the A + P-CPF mice dropped to 20.34% compared to P-CPF (data not shown).
ApoE3 mice explored the BM more than apoE4 mice, and both CPF exposures caused alterations in general activity
General activity, assessed by the distance traveled in the arena without escape box, during the 15 min of habituation to the BM was analyzed by a four-way RMANOVA (sex x genotype x P-CPF x A-CPF), using three time periods of 5-min as the repeated measure factor. A general effect of time [F2,137 = 39.70, p < 0.001], an interaction between time and sex [F2,137 = 4.46, p = 0.013], and an interaction between time, genotype and P-CPF [F2,137 = 8.15, p < 0.001] were found. In addition, an overall effect of genotype [F1,138 = 8.06, p = 0.005], and an interaction between P-CPF and A-CPF [F1,138 = 4.34, p = 0.039] were also observed. Overall, apoE4 mice explored less than apoE3 mice. Although general effects of both genotype and treatment were observed during habituation, no significant differences between groups were found (Fig. 2).
ApoE4 mice showed worse spatial learning than apoE3 mice in the BM, while adult exposure to CPF improved the performance only in apoE4 females
Spatial learning, assessed by the distance traveled in the arena, during the acquisition period was analyzed by a four-way RMANOVA (sex x genotype x P-CPF x A-CPF), using the sessions as the within-subject factor. We found a general effect of sessions [F8,131 = 28.670, p < 0.001], an interaction between sessions and genotype [F8,131 = 2.40, p = 0.019] and an interaction between sessions, sex, P-CPF and A-CPF [F8,131 = 2.42, p = 0.018] on the total distance traveled. As depicted in Fig. 3a, a progressive and significant decrease in the distance traveled over the sessions indicated that all mice learned the task. However, apoE3 mice displayed a better performance than apoE4 mice. Moreover, male and female mice were affected differently by the treatments throughout the sessions (Fig. 3a). An overall effect of genotype [F1,138 = 93.83, p < 0.001], P-CPF [F1,138 = 5.42, p = 0.021], an interaction between sex and A-CPF [F1,138 = 5.28, p = 0.023], and an interaction between sex, genotype and A-CPF [F1,138 = 4.25, p = 0.041] were also observed. Further analysis for each sex and genotype showed that, when exposed to CPF during adulthood, apoE4 female mice improved their performance (Fig. 3b).
The transition to a spatial search strategy was disrupted by postnatal CPF exposure in apoE3 mice, whereas both postnatal and adult CPF exposures increased serial and spatial strategies in apoE4 female mice
As a qualitative estimation of proficiency in the task, search strategies were evaluated as the percentage of random, serial or spatial strategies (Fig. 4a). The first trial in session 1 and the last trial in session 9 were evaluated by an ANOVA (sex × genotype × P-CPF × A-CPF). Genotype affected the use of the serial strategy on both days, the first trial [F1,155 = 4.05, p = 0.046] and the last trial [F1,155 = 6.26, p = 0.013]. Figure 4b shows that apoE3 mice used the serial strategy more frequently while apoE4 mice maintained a significant percentage of random search strategy even during the last session. Moreover, the random strategy in the last trial was influenced by adult CPF exposure [F1,155 = 3.99, p = 0.048]. The serial strategy in the first trial was affected by postnatal CPF [F1,155 = 4.65, p = 0.033] and an interaction between sex, genotype and A-CPF in the last trial [F1,155 = 13.27, p < 0.001]. Finally, spatial strategy in the first trial was altered by postnatal CPF [F1,155 = 4.28, p = 0.040], an interaction between sex, genotype and P-CPF in the first trial [F1,155 = 4.28, p = 0.040], and an interaction between sex, genotype and A-CPF in the last trial [F1,155 = 7.07, p = 0.009].
To understand the transition from one strategy to another, the first and the last acquisition session trials were analyzed with a paired t test in each sex, genotype and treatment groups. Both 0-CPF and A-CPF apoE3 mice significantly changed their strategy from random to serial or spatial (p < 0.05; t test full statistical reporting of the statistically significant groups: Supplementary Table 1) (Fig. 4c). Interestingly, this effect was not observed in either male or female P-CPF apoE3 mice. In contrast, most of the apoE4 mice did not significantly change their strategy over the sessions (Fig. 4d). However, female P-CPF and A-CPF groups increased their use of serial or spatial strategies (p < 0.05; t test full statistical reporting of the statistically significant groups: Table S1 in the Supplementary file).
Postnatal CPF impaired retention in apoE3 mice, while adult CPF improved retention in apoE4 females
Retention was evaluated 24 h after the last acquisition session. The time spent in the target quadrant was compared with chance exploration (i.e., 22.5 s) in each group. As can be seen in Fig. 5, all the groups spent more time exploring the target quadrant than the chance level. However, an one-sample t test revealed that most apoE3 groups on the one hand and most apoE4 male groups on the other significantly remembered the previous location of the escape box (p < 0.05), but postnatal exposure to CPF disrupted spatial memory in all males and apoE3 females (p > 0.05). In the case of apoE4 females, the control group showed poor retention, which was significantly ameliorated by adult CPF exposure (p < 0.05) (t test full statistical reporting of the statistically significant groups: Table S2 in the Supplementary file).
Analysis of gene expression
Hippocampal ChAT, VAChT, α4- and α7-subunit nAChR, AChE-S and AChE-R mRNA levels were studied at the end of the 8-week dietary adult exposure to CPF and 6 months after postnatal CPF exposure.
ChAT and VAChT were more expressed in apoE4 mice, while postnatal CPF increased ChAT expression in apoE4 mice
In the case of ChAT (Fig. 6a), an overall effect of the genotype [F1,73 = 7.12, p = 0.010] and an interaction between genotype and P-CPF [F1,73 = 4.07, p = 0.048], indicated that apoE4 mice expressed more ChAT than apoE3 mice and pointed to an increased expression in apoE4 mice exposed to postnatal CPF (Fig. 6b). On the other hand, VAChT expression (Fig. 6c) was modulated by the genotype [F1,73 = 7.12, p = 0.010]. As shown in Fig. 6d, apoE4 mice expressed more VAChT than the apoE3 group.
Adult exposure to CPF increased α4-subunit expression in apoE4 female mice, whereas α7-subunit was more expressed in apoE3 females, and postnatal and adult CPF exposures differentially affected apoE4 males and females
Analysis of the α4-subunit (Fig. 7a) showed an overall effect of the genotype [F1,73 = 4.09, p = 0.047] and an interaction between genotype, sex and A-CPF [F1,73 = 13.83, p < 0.001]. Although apoE4 mice expressed more the α4-subunit than apoE3, a post-hoc test indicated that this increased expression was determined by adult exposure to CPF in apoE4 female mice (Fig. 7b). Regarding the α7-subunit receptor expression (Fig. 7c), a general effect of the genotype [F1,73 = 7.79, p = 0.007] and an interaction between genotype and sex [F1,73 = 4.35, p = 0.042], indicated that even though apoE3 mice had a higher expression than apoE4, this effect mainly occurred in apoE3 female mice, according to a multiple comparison analysis (Fig. 7d). An interaction between genotype, sex, P-CPF and A-CPF [F1,73 = 4.10, p = 0.047] was also found. To define this interaction, the effects of each treatment were evaluated in each genotype and sex. Differences emerged only in apoE4 mice: the α7-subunit receptor expression was decreased by postnatal CPF in male mice [P-CPF overall effect: F1,18 = 9.50, p = 0.008] and increased by adult CPF in female mice [A-CPF overall effect: F1,18 = 8.43, p = 0.011] (Fig. 7c).
The effects of CPF exposure on AChE-S expression and AChE-R in apoE4 were modulated by genotype and sex
Expression of AChE-S (Fig. 8a) was affected by the genotype [F1,73 = 7.59, p = 0.008], and the interactive effects of genotype, sex and A-CPF [F1,73 = 7.59, p < 0.001]. A multiple comparison analysis performed in each genotype and sex revealed that apoE4 female mice showed the highest increase related to adult CPF exposure (Fig. 8b). In the case of AChE-R (Fig. 8c), an overall effect of sex [F1,73 = 4.54, p = 0.037], an interaction between genotype and sex [F1,73 = 4.38, p = 0.041], and an interaction between genotype, sex and P-CPF [F1,73 = 5.98, p = 0.018] were observed. Further analyses of this interaction showed that the expression in postnatal-untreated apoE3 female groups was higher than in the remaining groups (Fig. 8d).
Discussion
This study was to investigate whether a developmental exposure to CPF could affect spatial learning and memory later in life, and how this previous exposure might alter the response to an adult exposure to the same cholinergic pesticide. ApoE3- and apoE4-TR mice were used because these variants elicit different responses to cholinergic stimulation. We evaluated spatial learning and memory as well as cholinergic related gene expression in the hippocampus of young adult mice exposed to CPF during postnatal and/or adult timeframes. Our results herein show differences in spatial learning and memory associated with APOE genotype and sex, and responses to CPF that depend on the age at exposure. Specifically, postnatal CPF exposure disrupted the acquisition of a spatial search strategy and reference memory, mainly in apoE3 mice. Adult CPF exposure by itself ameliorated learning and memory abilities in apoE4 female mice. In turn, differences in gene expression between mice were triggered by the APOE genotype, sex and CPF exposure. Postnatal exposure to CPF increased ChAT expression in apoE4 mice, while adult exposure to CPF, especially in apoE4 females, induced several changes, among which were an increase in the α4 receptor and AChE-S and a decrease in the α7-subunit receptor.
The present behavioral results shed light on several commonly described differences between APOE variants. First, the exploratory activity of a novel environment, assessed during the habituation of the BM task was lower in apoE4 than in apoE3 mice. This decrease could be produced by the frightening characteristics of the space, since the BM environment is white and illuminated with no surrounding walls. In this regard, it has been suggested that apoE4 mice identify the potential risks related to open spaces more quickly than apoE3 mice, which may lead to decreased activity levels in some tasks (Hartman et al. 2001). In addition, some studies have described increased anxiety-like behaviors in apoE4-TR mice (Hartman et al. 2001; Reverte et al. 2014; Meng et al. 2017). Thus, the current results are in agreement with an anxious-like phenotype related to apoE4 mice. In turn, a few studies have reported poor learning and memory results on BM task in mouse strains, which had a high anxiety-like behavior and low exploratory behavior (Võikar et al. 2001; Holmes et al. 2002). In the current study, while apoE4 mice displayed a reduced activity during habituation, these subjects traveled a greater distance compared to apoE3 mice over the acquisition sessions. These results suggest that the activity levels did not affect the learning and memory.
The APOE4 genotype has been widely reported to have a negative effect on learning and memory abilities in healthy humans (Greenwood et al. 2005; Wisdom et al. 2011; Shine et al. 2015) and young apoE-TR mice (Reverte et al. 2012, 2013; Rodriguez et al. 2013). Likewise, in the present study, apoE4 mice exhibited poorer spatial learning than apoE3 mice. On the other hand, a qualitative assessment of search strategies shows that apoE4 mice persisted in random search strategies after 9 acquisition sessions, which indicates that the shift from random to serial or spatial strategies is disrupted in apoE4. These findings are consistent with previous results that associated a worse performance of apoE4 mice in the BM, with the use of more random strategies (Peris-Sampedro et al. 2015a). Spatial navigation depends on areas such as the hippocampus and entorhinal cortex (Deiana et al. 2011). The acquisition of proficiency in a spatial task requires a shift from non-spatial to spatial strategies (Harrison et al. 2006), in which the entorhinal cortex is involved in distributing the processed information (Witter et al. 2000), with the ventral/intermediate hippocampus playing a key role in this shift (Ruediger et al. 2012). Strikingly, postnatal CPF exposure altered the transition from random to serial or spatial strategies in apoE3 mice, while adult CPF exposure enhanced acquisition and boosted the transition from random to spatial in apoE4 female mice. It is worthwhile noting that the beneficial effects of cholinergic stimulation were only observed in apoE4 mice. However, we cannot discard disruptive effects after cholinergic overstimulation in normal subjects. In this sense, in a recent study, we found that adult C57BL/6 mice exposed to an 8-week exposure to CPF of 5 mg/kg/day were unable to change the random strategy after 5 days of training in BM (Basaure et al. 2017).
Indeed, the limitations on strategy transition recognized in postnatal-CPF apoE3 mice and the absence of spatial strategies in apoE4 female mice are strongly associated with the observed retention scores. The results of the current investigation are in accordance with those of several published studies describing long-term spatial learning and memory impairments in adult rodents, elicited by low doses of CPF during the postnatal period (Levin et al. 2001; Jett et al. 2001; Turgeman et al. 2011). Remarkably, we only found these deleterious effects in those subjects that were most skilled at this task. In contrast, apoE4 females, the least skilled, seem to benefit somewhat from either postnatal or adult CPF exposures, but not from a combination of both. Similarly, in a previous research, Salazar et al. (2011) observed that spatial memory was ameliorated in a mouse model of AD after acute CPF treatment. Taken together, these results indicate cholinergic imbalances in apoE4 females, which can be redressed by cholinergic stimulation especially during adulthood. However, it must be taken into account that exposure to CPF in adulthood might induce delayed-onset deficits in spatial learning and memory (Terry et al. 2007, 2012; Peris-Sampedro et al. 2014). Therefore, we cannot discard the lack of deleterious effects after adult exposure in apoE4 subjects, because some cognitive alterations can appear long after exposure.
It is well-established that cholinergic signaling is fundamental when animals need to evaluate novel stimuli in new places and contexts, and most importantly, in formation and consolidation of hippocampus-mediated spatial memory (Deiana et al. 2011; Pepeu and Giovannini 2004). Our results show that cholinergic expression in the hippocampus of apoE-TR mice is greatly influenced by the APOE genotype. The expression of presynaptic components of ACh synthesis such as ChAT and VAChT were lower in apoE3 mice than in apoE4. It can be assumed that the cholinergic function of apoE3 mice is normal, being the presynaptic and postsynaptic components in balance. In contrast, apoE4 mice had a higher expression of synthesis-related elements, which may sustain a high release of ACh. In parallel, while the ACh degradation enzyme AChE-S was more expressed in apoE4, the soluble isoform AChE-R was higher in apoE3 postnatally untreated females, compared to their apoE4 counterparts. Intriguingly, the α4-subunit pattern expression was rather similar to AChE-S expression in both apoE-TR groups. On the other hand, AChE-R variant expression has been related with a restore mechanism after exposure to organophosphates and under stress conditions (Dori et al. 2011; Härtl et al. 2011; López-Granero et al. 2013a, b). In contrast with the current findings, we have described a diminished expression of VAChT and an increased expression of α7-subunit nAChR and AChE-R in apoE4-TR mice compared to apoE3 mice at 30 days of age (Basaure et al. 2018). These rather contradictory results may be due to specific fluctuations in the cholinergic expression during development. Differences in cholinergic signaling may partly explain some intrinsic functional strengths and weaknesses of APOE3 and APOE4 carriers, and reflect differences in cholinergic efficiency related to the abnormalities in lipid rafts (Sebastião et al. 2013) and membrane lipid composition described in apoE4-TR mice (Igbavboa et al. 2005).
Although it cannot be ruled out that muscarinic receptors or other cholinergic elements are involved in maintaining the cholinergic balance, synaptic compensatory mechanisms such as an increase in AChE or a downregulation of nAChRs, could be expected. In the present study, these effects were more evident after adult CPF exposure. An increase in α4 and AChE-S expression and a decrease in α7-subunit were observed in parallel with changes in spatial learning in apoE4 females. Concerning this matter, short-term stimulation of the α7- and α4-subunit with agonist compounds has been associated with improvement in spatial learning and memory (Deiana et al. 2011). Moreover, massive upregulation of α4β2 nAChR has been observed after nicotine exposure (Albuquerque et al. 2009). The increase in the expression of α4 nAChR in apoE4 females after adult exposure to CPF may explain the improvement observed in the spatial task. This increased expression of the α4-subunit in apoE4 mice is in agreement with pharmacological data indicating that nicotine increases the α4-subunit and confers greater benefits to young ε4 carriers compared to those carrying ε3 allele (Marchant et al. 2010; Evans et al. 2013). These data support the idea of the cognitive shortfalls in APOE4 carriers might be triggered by cholinergic dysfunctions. In relation to this, several works have shown deficits in the hippocampus of young apoE4-TR mice, such as accumulation of hyperphosphorylated tau and neuronal Aβ42 (Liraz et al. 2013), and short dendritic length, reduced spine density and impairments in carbachol-induced hippocampal theta oscillations (Sun et al. 2017).
Data from several studies suggest that perinatal exposure to CPF induces variations in α7-subunit and ChAT levels as well as on other cholinergic elements (Jett et al. 2001; Qiao et al. 2003; Rhodes et al. 2004; Basaure et al. 2018). Some of the alterations were observed up to 60 days after exposure to CPF (Qiao et al. 2004; Rhodes et al. 2004). In our case, 6 months after postnatal treatment with CPF, apoE4 females showed differences in ChAT expression while changes in AChE-S were only observed after adult overstimulation with CPF. Studies with transgenic mice over expressing human AChE have found a significant increase in such nAChRs as α4-, β2- and α7-subunit (Svedberg et al. 2002; Mousavi et al. 2004), which highlights the complex interactions involved in expression between AChE and nAChRs. In the current study, α7-subunit nAChR expression was diminished exclusively in postnatal-treated apoE4 males, which did not show significant increases in either VAChT or ChAT. This particular response observed in apoE4 females may indicate a greater undermined cholinergic system in these subjects. With respect to this, ε4 allele-associated sex differences in cognitive decline have been widely studied. It has been shown that women have a higher risk of MCI and AD and a faster progression from MCI to AD than men (Holland et al. 2013; Lin et al. 2015; Riedel et al. 2016). Despite behavioral effects produced by postnatal exposure to CPF in apoE3 and apoE4 male mice, modifications of cholinergic signaling are not so conclusive.
In summary, the current results support not only the basal differences between apoE3- and apoE4-TR mice in cholinergic signaling but also the conceptual premise that the APOE genotype differentially contributes to the effects of CPF. Postnatal CPF deleterious effects were mainly observed in apoE3 mice in the spatial task, while adult CPF exposure had short-term beneficial effects on memory retrieval in apoE4 female mice, which parallel changes in both nAChR and AChE-S expression. The basal cholinergic differences between APOE3 and APOE4 carriers together with a differential response after CPF exposure could support the most controversial issue about the cholinergic contribution to cognitive deficits in APOE4 population, especially in females. Finally, given that the effects of either perinatal or adult exposures depended largely on the genotype background, it seems evident that genetic factors should be studied as a source of bias in toxicology and pharmacology.
References
Abreu-Villaça Y, Levin ED (2017) Developmental neurotoxicity of succeeding generations of insecticides. Environ Int 99:55–77. https://doi.org/10.1016/j.envint.2016.11.019
Albuquerque EX, Pereira EFR, Alkondon M, Rogers SW (2009) Mammalian nicotinic acetylcholine receptors: from structure to function. Physiol Rev 89:73–120. https://doi.org/10.1152/physrev.00015.2008
Bales KR (2010) Brain lipid metabolism, apolipoprotein E and the pathophysiology of Alzheimer’s disease. Neuropharmacology 59:295–302. https://doi.org/10.1016/j.neuropharm.2010.01.005
Bartus RT (2000) On neurodegenerative diseases, models, and treatment strategies: lessons learned and lessons forgotten a generation following the cholinergic hypothesis. Exp Neurol 163:495–529. https://doi.org/10.1006/EXNR.2000.7397
Basaure P, Peris-Sampedro F, Cabre M et al (2017) Two cholinesterase inhibitors trigger dissimilar effects on behavior and body weight in C57BL/6 mice: the case of chlorpyrifos and rivastigmine. Behav Brain Res 318:1–11. https://doi.org/10.1016/j.bbr.2016.10.014
Basaure P, Guardia-Escote L, Cabré M et al (2018) Postnatal chlorpyrifos exposure and apolipoprotein E (APOE) genotype differentially affect cholinergic expression and developmental parameters in transgenic mice. Food Chem Toxicol 118:42–52. https://doi.org/10.1016/j.fct.2018.04.065
Bott J-B, Héraud C, Cosquer B et al (2016) APOE sensitive cholinergic sprouting compensates for hippocampal dysfunctions due to reduced entorhinal input. J Neurosci 36:10472–10486. https://doi.org/10.1523/JNEUROSCI.1174-16.2016
Cohen RM, Podruchny TA, Bokde ALW et al (2003) Higher in vivo muscarinic-2 receptor distribution volumes in aging subjects with an apolipoprotein E-4 allele. Synapse 49:150–156. https://doi.org/10.1002/syn.10225
Corey-Bloom J, Tiraboschi P, Hansen LA et al (2000) E4 allele dosage does not predict cholinergic activity or synapse loss in Alzheimer’s disease. Neurology 54:403–406. https://doi.org/10.1212/WNL.54.2.403
Deiana S, Platt B, Riedel G (2011) The cholinergic system and spatial learning. Behav Brain Res 221:389–411. https://doi.org/10.1016/j.bbr.2010.11.036
Dolejší E, Liraz O, Rudajev V et al (2016) Apolipoprotein E4 reduces evoked hippocampal acetylcholine release in adult mice. J Neurochem 136:503–509. https://doi.org/10.1111/jnc.13417
Dori A, Oriel S, Livneh U et al (2011) Acetylcholinesterase inhibitor pretreatment alters stress-induced expression of acetylcholinesterase transcripts in the mouse brain. Neuroscience 183:90–98. https://doi.org/10.1016/j.neuroscience.2011.03.044
Eggers C, Herholz K, Kalbe E, Heiss W-D (2006) Cortical acetylcholine esterase activity and ApoE4-genotype in Alzheimer disease. Neurosci Lett 408:46–50. https://doi.org/10.1016/j.neulet.2006.08.061
Ellman GL, Courtney KD, Andres V, Featherstone RM (1961) A new and rapid colorimetric determination of acetylcholinesterase activity. Biochem Pharmacol 7:88–95. https://doi.org/10.1016/0006-2952(61)90145-9
Evans S, Dowell NG, Tabet N et al (2013) Nicotine effects on attentional reorienting in mid-age adults, and interactions with apolipoprotein E status. J Psychopharmacol 27:1007–1014. https://doi.org/10.1177/0269881113499828
Forero DA, López-León S, González-Giraldo Y et al (2016) APOE gene and neuropsychiatric disorders and endophenotypes: a comprehensive review. Am J Med Genet Part B Neuropsychiatr Genet 177:126–142. https://doi.org/10.1002/ajmg.b.32516
García-Gómez BE, Fernández-Gómez FJ, Muñoz-Delgado E et al (2015) mRNA levels of ACh-related enzymes in the hippocampus of THY-tau22 mouse: a model of human tauopathy with no signs of motor disturbance. J Mol Neurosci 58:411–415. https://doi.org/10.1007/s12031-015-0699-y
Greenwood PM, Lambert C, Sunderland T, Parasuraman R (2005) Effects of apolipoprotein e genotype on spatial attention, working memory, and their interaction in healthy, middle-aged adults: results from the national institute of mental health’s BIOCARD study. Neuropsychology 19:199–211. https://doi.org/10.1037/0894-4105.19.2.199
Guardia-Escote L, Basaure P, Blanco J et al (2018) Postnatal exposure to chlorpyrifos produces long-term effects on spatial memory and the cholinergic system in mice in a sex- and APOE genotype-dependent manner. Food Chem Toxicol 122:1–10. https://doi.org/10.1016/j.fct.2018.09.069
Harrison FE, Reiserer RS, Tomarken AJ, McDonald MP (2006) Spatial and nonspatial escape strategies in the Barnes maze. Learn Mem 13:809–819. https://doi.org/10.1101/lm.334306
Härtl R, Gleinich A, Zimmermann M (2011) Dramatic increase in readthrough acetylcholinesterase in a cellular model of oxidative stress. J Neurochem 116:1088–1096. https://doi.org/10.1111/j.1471-4159.2010.07164.x
Hartman RE, Wozniak DF, Nardi A et al (2001) Behavioral phenotyping of GFAP-apoE3 and -apoE4 transgenic mice: apoE4 mice show profound working memory impairments in the absence of Alzheimer’s-like neuropathology. Exp Neurol 170:326–344. https://doi.org/10.1006/exnr.2001.7715
Holland D, Desikan RS, Dale AM et al (2013) Higher rates of decline for women and apolipoprotein E epsilon4 carriers. AJNR Am J Neuroradiol 34:2287–2293. https://doi.org/10.3174/ajnr.A3601
Holmes A, Wrenn CC, Harris AP et al (2002) Behavioral profiles of inbred strains on novel olfactory, spatial and emotional tests for reference memory in mice. Genes Brain Behav 1:55–69. https://doi.org/10.1046/j.1601-1848.2001.00005.x
Huang Y, Mahley R (2014) Apolipoprotein E: structure and function in lipid metabolism, neurobiology, and Alzheimer’s diseases. Neurobiol Dis 72:3–12. https://doi.org/10.1016/j.nbd.2014.08.025 doi
Igbavboa U, Eckert GP, Malo TM et al (2005) Murine synaptosomal lipid raft protein and lipid composition are altered by expression of human apoE 3 and 4 and by increasing age. J Neurol Sci 229–230:225–232. https://doi.org/10.1016/j.jns.2004.11.037
Jett DA, Navoa RV, Beckles RA, McLemore GL (2001) Cognitive function and cholinergic neurochemistry in weanling rats exposed to chlorpyrifos. Toxicol Appl Pharmacol 174:89–98. https://doi.org/10.1006/taap.2001.9198
Johnson FO, Chambers JE, Nail CA et al (2009) Developmental chlorpyrifos and methyl parathion exposure alters radial-arm maze performance in juvenile and adult rats. Toxicol Sci 109:132–142. https://doi.org/10.1093/toxsci/kfp053
Lai MKP, Tsang SWY, Garcia-Alloza M et al (2006) Selective effects of the APOE ε4 allele on presynaptic cholinergic markers in the neocortex of Alzheimer’s disease. Neurobiol Dis 22:555–561. https://doi.org/10.1016/j.nbd.2005.12.016
Léna C, de Kerchove D’Exaerde A, Cordero-Erausquin M et al (1999) Diversity and distribution of nicotinic acetylcholine receptors in the locus ceruleus neurons. Proc Natl Acad Sci USA 96:12126–12131. https://doi.org/10.1073/pnas.96.21.12126
Levin ED, Addy N, Nakajima A et al (2001) Persistent behavioral consequences of neonatal chlorpyrifos exposure in rats. Dev Brain Res 130:83–89. https://doi.org/10.1016/S0165-3806(01)00215-2
Lin KA, Choudhury KR, Rathakrishnan BG et al (2015) Marked gender differences in progression of mild cognitive impairment over 8 years. Alzheimer’s Dement Transl Res Clin Interv 1:103–110. https://doi.org/10.1016/j.trci.2015.07.001
Liraz O, Boehm-Cagan A, Michaelson DM (2013) ApoE4 induces Aβ42, tau, and neuronal pathology in the hippocampus of young targeted replacement apoE4 mice. PLoS One 17:8–16. https://doi.org/10.1371/journal.pone.0064949
López-Granero C, Cañadas F, Cardona D et al (2013a) Chlorpyrifos-, diisopropylphosphorofluoridate-, and parathion-induced behavioral and oxidative stress effects: are they mediated by analogous mechanisms of action? Toxicol Sci 131:206–216. https://doi.org/10.1093/toxsci/kfs280
López-Granero C, Cardona D, Giménez E et al (2013b) Chronic dietary exposure to chlorpyrifos causes behavioral impairments, low activity of brain membrane-bound acetylcholinesterase, and increased brain acetylcholinesterase-R mRNA. Toxicology 308:41–49. https://doi.org/10.1016/j.tox.2013.03.009
López-Granero C, Cardona D, Giménez E et al (2014) Comparative study on short- and long-term behavioral consequences of organophosphate exposure: relationship to AChE mRNA expression. Neurotoxicology 40:57–64. https://doi.org/10.1016/j.neuro.2013.11.004
Marchant NL, King SL, Tabet N, Rusted JM (2010) Positive effects of cholinergic stimulation favor young APOE epsilon4 carriers. Neuropsychopharmacology 35:1090–1096. https://doi.org/10.1038/npp.2009.214
Meng F-T, Zhao J, Fang H et al (2017) Upregulation of mineralocorticoid receptor in the hypothalamus associated with a high anxiety-like level in apolipoprotein E4 Transgenic mice. Behav Genet 47:416–424. https://doi.org/10.1007/s10519-017-9843-5
Mousavi M, Bednar I, Nordberg A (2004) Selective changes in expression of different nicotinic receptor subtypes in brain and adrenal glands of mice carrying human mutated gene for APP or over-expressing human acetylcholinestrase. Int J Dev Neurosci 22:545–549. https://doi.org/10.1016/j.ijdevneu.2004.07.005
Oriel S, Kofman O (2015) Strain dependent effects of conditioned fear in adult C57Bl/6 and Balb/C mice following postnatal exposure to chlorpyrifos: relation to expression of brain acetylcholinesterase mRNA. Front Behav Neurosci 29:9–110. https://doi.org/10.3389/fnbeh.2015.00110
Pepeu G, Giovannini MG (2004) Changes in acetylcholine extracellular levels during cognitive processes. Learn Mem 11:21–27. https://doi.org/10.1101/lm.68104
Peris-Sampedro F, Salazar JG, Cabré M et al (2014) Impaired retention in AβPP Swedish mice six months after oral exposure to chlorpyrifos. Food Chem Toxicol 72C:289–294. https://doi.org/10.1016/j.fct.2014.07.036
Peris-Sampedro F, Basaure P, Reverte I et al (2015a) Chronic exposure to chlorpyrifos triggered body weight increase and memory impairment depending on human apoE polymorphisms in a targeted replacement mouse model. Physiol Behav 144:37–45. https://doi.org/10.1016/j.physbeh.2015.03.006
Peris-Sampedro F, Cabré M, Basaure P et al (2015b) Adulthood dietary exposure to a common pesticide leads to an obese-like phenotype and a diabetic profile in apoE3 mice. Environ Res 142:169–176. https://doi.org/10.1016/j.envres.2015.06.036
Peris-Sampedro F, Reverte I, Basaure P et al (2016) Apolipoprotein E (APOE) genotype and the pesticide chlorpyrifos modulate attention, motivation and impulsivity in female mice in the 5-choice serial reaction time task. Food Chem Toxicol 92:224–235. https://doi.org/10.1016/j.fct.2016.03.029
Peris-Sampedro F, Blanco J, Cabré M et al (2018) New mechanistic insights on the metabolic-disruptor role of chlorpyrifos in apoE mice: a focus on insulin- and leptin-signalling pathways. Arch Toxicol 92:1717–1728. https://doi.org/10.1007/s00204-018-2174-3
Qiao D, Seidler FJ, Tate CA et al (2003) Fetal chlorpyrifos exposure: adverse effects on brain cell development and cholinergic biomarkers emerge postnatally and continue into adolescence and adulthood. Environ Health Perspect 111:536–544. https://doi.org/10.1289/ehp.5828
Qiao D, Seidler FJ, Abreu-Villaça Y et al (2004) Chlorpyrifos exposure during neurulation: cholinergic synaptic dysfunction and cellular alterations in brain regions at adolescence and adulthood. Brain Res Dev Brain Res 148:43–52. https://doi.org/10.1016/j.devbrainres.2003.10.004
Reid RT, Sabbagh MN, Thal LJ (2001) Does apolipoprotein E (Apo-E) genotype influence nicotinic receptor binding in Alzheimer’s disease. J Neural Transm 108:1043–1050. https://doi.org/10.1007/s007020170023
Reverte I, Klein AB, Ratner C et al (2012) Behavioral phenotype and BDNF differences related to apoE isoforms and sex in young transgenic mice. Exp Neurol 237:116–125. https://doi.org/10.1016/j.expneurol.2012.06.015
Reverte I, Klein AB, Domingo JL, Colomina MT (2013) Long term effects of murine postnatal exposure to decabromodiphenyl ether (BDE-209) on learning and memory are dependent upon APOE polymorphism and age. Neurotoxicol Teratol 40:17–27. https://doi.org/10.1016/j.ntt.2013.08.003
Reverte I, Pujol A, Domingo JL, Colomina MT (2014) Thyroid hormones and fear learning but not anxiety are affected in adult apoE transgenic mice exposed postnatally to decabromodiphenyl ether (BDE-209). Physiol Behav 133:81–91. https://doi.org/10.1016/j.physbeh.2014.05.013
Rhodes MC, Seidler FJ, Qiao D et al (2004) Does pharmacotherapy for preterm labor sensitize the developing brain to environmental neurotoxicants? Cellular and synaptic effects of sequential exposure to terbutaline and chlorpyrifos in neonatal rats. Toxicol Appl Pharmacol 195:203–217. https://doi.org/10.1016/j.taap.2003.11.008
Riedel BC, Thompson PM, Brinton RD (2016) Age, APOE and sex: triad of risk of Alzheimer’s disease. J Steroid Biochem Mol Biol 160:134–147. https://doi.org/10.1016/j.jsbmb.2016.03.012
Rigaud AS, Traykov L, Caputo L et al (2000) The apolipoprotein E epsilon4 allele and the response to tacrine therapy in Alzheimer’s disease. Eur J Neurol 7:255–258. https://doi.org/10.1046/j.1468-1331.2000.00073.x
Rigaud A-S, Traykov L, Latour F et al (2002) Presence or absence of at least one epsilon 4 allele and gender are not predictive for the response to donepezil treatment in Alzheimer’s disease. Pharmacogenetics 12:415–420. https://doi.org/10.1097/00008571-200207000-00009
Rodriguez GA, Burns MP, Weeber EJ, Rebeck GW (2013) Young APOE4 targeted replacement mice exhibit poor spatial learning and memory, with reduced dendritic spine density in the medial entorhinal cortex. Learn Mem 20:256–266. https://doi.org/10.1101/lm.030031.112
Roses AD (1996) Apolipoprotein E and Alzheimer’s disease. A rapidly expanding field with medical and epidemiological consequences. Ann N Y Acad Sci 802:50–57
Ruediger S, Spirig D, Donato F, Caroni P (2012) Goal-oriented searching mediated by ventral hippocampus early in trial-and-error learning. Nat Neurosci 15:1563–1571. https://doi.org/10.1038/nn.3224
Salazar JG, Ribes D, Cabré M et al (2011) Amyloid β peptide levels increase in brain of AβPP Swedish mice after exposure to chlorpyrifos. Curr Alzheimer Res 8:732–740. https://doi.org/10.2174/156720511797633197
Sánchez-Santed F, Colomina MT, Herrero Hernández E (2016) Organophosphate pesticide exposure and neurodegeneration. Cortex 74:417–426. https://doi.org/10.1016/j.cortex.2015.10.003
Schliebs R, Arendt T (2011) The cholinergic system in aging and neuronal degeneration. Behav Brain Res 221:555–563. https://doi.org/10.1016/j.bbr.2010.11.058
Sebastião AM, Colino-Oliveira M, Assaife-Lopes N et al (2013) Lipid rafts, synaptic transmission and plasticity: Impact in age-related neurodegenerative diseases. Neuropharmacology 64:97–107. https://doi.org/10.1016/j.neuropharm.2012.06.053
Shine JP, Hodgetts CJ, Postans M et al (2015) APOE-ε4 selectively modulates posteromedial cortex activity during scene perception and short-term memory in young healthy adults. Sci Rep 5:16322. https://doi.org/10.1038/srep16322
Sullivan PM, Knouff C, Najib J et al (1997) Targeted replacement of the mouse apolipoprotein E gene with the common human. J Biol Chem 272:17972–17980. https://doi.org/10.1074/jbc.272.29.17972
Sun GZ, He YC, Ma XK et al (2017) Hippocampal synaptic and neural network deficits in young mice carrying the human APOE4 gene. CNS Neurosci Ther 23:748–758. https://doi.org/10.1111/cns.12720
Svedberg MM, Svensson A-L, Johnson M et al (2002) Upregulation of neuronal nicotinic receptor subunits alpha4, beta2, and alpha7 in transgenic mice overexpressing human acetylcholinesterase. J Mol Neurosci 18:211–222. https://doi.org/10.1385/JMN:18:3:211
Terry AV, Gearhart DA, Beck WD et al (2007) Chronic, intermittent exposure to chlorpyrifos in rats: protracted effects on axonal transport, neurotrophin receptors, cholinergic markers, and information processing. J Pharmacol Exp Ther 322:1117–1128. https://doi.org/10.1124/jpet.107.125625.more
Terry AV, Beck WD, Warner S et al (2012) Chronic impairments in spatial learning and memory in rats previously exposed to chlorpyrifos or diisopropylfluorophosphate. Neurotoxicol Teratol 34:1–8. https://doi.org/10.1016/j.ntt.2011.08.015
Turgeman G, Pinkas A, Slotkin TA et al (2011) Reversal of chlorpyrifos neurobehavioral teratogenicity in mice by allographic transplantation of adult subventricular zone-derived neural stem cells. J Neurosci Res 89:1185–1193. https://doi.org/10.1002/jnr.22631
Villeneuve S, Brisson D, Marchant NL, Gaudet D (2014) The potential applications of apolipoprotein E in personalized medicine. Front Aging Neurosci 6:1–11. https://doi.org/10.3389/fnagi.2014.00154
Võikar V, Kõks S, Vasar E, Rauvala H (2001) Strain and gender differences in the behavior of mouse lines commonly used in transgenic studies. Physiol Behav 72:271–281
Wisdom NM, Callahan JL, Hawkins KA (2011) The effects of apolipoprotein E on non-impaired cognitive functioning: a meta-analysis. Neurobiol Aging 32:63–74. https://doi.org/10.1016/j.neurobiolaging.2009.02.003
Witter MP, Naber PA, van Haeften T, et al (2000) Cortico-hippocampal communication by way of parallel parahippocampal-subicular pathways. Hippocampus 10:398–410. https://doi.org/10.1002/1098-1063(2000)10:4%3C398::AID-HIPO6%3E3.0.CO;2-K
Xu W-L, Caracciolo B, Wang H-X et al (2013) Accelerated progression from mild cognitive impairment to dementia among APOE ε4ε4 carriers. J Alzheimers Dis 33:507–515. https://doi.org/10.3233/JAD-2012-121369
Yamamuro Y, Aizawa S (2010) Asymmetric regulation by estrogen at the cholinergic gene locus in differentiated NG108-15 neuronal cells. Life Sci 86:839–843. https://doi.org/10.1016/j.lfs.2010.03.014
Yan C, Jiao L, Zhao J et al (2012) Repeated exposures to chlorpyrifos lead to spatial memory retrieval impairment and motor activity alteration. Neurotoxicol Teratol 34:442–449. https://doi.org/10.1016/j.ntt.2012.05.053
Yao Q, Chen L, Liang Y et al (2016) Blastomere removal from cleavage-stage mouse embryos alters placental function, which is associated with placental oxidative stress and inflammation. Sci Rep 6:25023. https://doi.org/10.1038/srep25023
Zemek F, Drtinova L, Nepovimova E et al (2014) Outcomes of Alzheimer’ s disease therapy with acetylcholinesterase inhibitors and memantine. Expert Opin Drug Saf 13:759–774. https://doi.org/10.1517/14740338.2014.914168
Acknowledgements
The authors would like to thank Ylenia Heinrich and Cristian Pérez Fernandez for their helpful assistance with the Barnes maze task. We also acknowledge Dr. Celeste di Paolo, Esperanza Chernichero and Juan València for their technical support with animal care. We also thank Dr. Jordi Blanco as well as Dr. Helena Torrell Galceran and Lorena García Alcalde of the Genomics facilities of the Center for Omic Sciences (COS) of the Rovira i Virgili University for their contributions to gene expression analysis.
Funding
This research was supported by the Ministry of Economy and Competitiveness (MINECO, Spain) (Grant Number PSI2014-55785-C2-2-R and PSI2014-55785-C2-1-R), the Commission for Universities and Research of the Department of Innovation, Universities and Enterprise of the Generalitat de Catalunya (Grant Number 2014 FI_B 00075), and the European Social Fund.
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Basaure, P., Guardia-Escote, L., Cabré, M. et al. Learning, memory and the expression of cholinergic components in mice are modulated by the pesticide chlorpyrifos depending upon age at exposure and apolipoprotein E (APOE) genotype. Arch Toxicol 93, 693–707 (2019). https://doi.org/10.1007/s00204-019-02387-9
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DOI: https://doi.org/10.1007/s00204-019-02387-9