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Brain hyperserotonemia causes autism-relevant social deficits in mice

Molecular Autism volume 9, Article number: 60 (2018) Cite this article

Abstract

Background

Hyperserotonemia in the brain is suspected to be an endophenotype of autism spectrum disorder (ASD). Reducing serotonin levels in the brain through modulation of serotonin transporter function may improve ASD symptoms.

Methods

We analyzed behavior and gene expression to unveil the causal mechanism of ASD-relevant social deficits using serotonin transporter (Sert) knockout mice.

Results

Social deficits were observed in both heterozygous knockout mice (HZ) and homozygous knockout mice (KO), but increases in general anxiety were only observed in KO mice. Two weeks of dietary restriction of the serotonin precursor tryptophan ameliorated both brain hyperserotonemia and ASD-relevant social deficits in Sert HZ and KO mice. The expression of rather distinct sets of genes was altered in Sert HZ and KO mice, and a substantial portion of these genes was also affected by tryptophan depletion. Tryptophan depletion in Sert HZ and KO mice was associated with alterations in the expression of genes involved in signal transduction pathways initiated by changes in extracellular serotonin or melatonin, a derivative of serotonin. Only expression of the AU015836 gene was altered in both Sert HZ and KO mice. AU015836 expression and ASD-relevant social deficits normalized after dietary tryptophan restriction.

Conclusions

These findings reveal a Sert gene dose-dependent effect on brain hyperserotonemia and related behavioral sequelae in ASD and a possible therapeutic target to normalize brain hyperserotonemia and ASD-relevant social deficits.

Background

Autism spectrum disorder (ASD) is a neurodevelopmental disorder that has two symptomatic domains: (1) deficits in verbal and nonverbal social communication and reciprocal social interaction and (2) restricted, repetitive patterns of behavior, interests, and activity [1]. The prevalence of ASD was previously reported to be less than 0.1% [2,3,4,5], but ASD is now found in more than 1% of the general population [6]. The pathogenesis of ASD is multifactorial. More than 400 genes and more than 40 genetic loci have been shown to be associated with ASD, including genes associated with the function of neurotransmitter serotonin (5-hydroxytryptamine [5-HT]) [2, 3, 5].

The relationship between ASD and abnormal 5-HT metabolism has been recognized for decades. Elevations of 5-HT levels in whole blood and platelets are detected in approximately 30% of individuals with ASD with or without intellectual disability [7,8,9]. Elevated 5-HT levels in platelets are also observed in individuals with ASD without intellectual disability [10]. This pattern of alterations in 5-HT metabolism may involve a decrease in the function of the serotonin transporter (SERT). The SLC6A4 gene encodes SERT at chromosomal region 17q11, a major susceptibility locus in ASD [11]. Individuals with the short allele of the SLC6A4 gene-linked polymorphic region (5-HTTLPR) are more likely to present with greater anxiety, impairments in social interaction, and deficits in emotional regulation [12]. The short allele of 5-HTTLPR is associated with a decrease in SERT expression [13] and alterations of amygdala function in ASD [14]. Lower SERT binding affinity is also found in the brains of adult individuals with ASD [15]. This evidence strongly suggests that there is a close link between ASD and low SERT expression.

The neuropsychiatric effects of high 5-HT levels have been investigated in Sert knockout (KO) mice with no Sert expression. Sert KO mice exhibit high levels of 5-HT in the brain [16,17,18] and high 5-HT terminal density in the neocortex [19]. However, elevations in extracellular 5-HT levels in Sert KO mice produce compensatory reductions in other aspects of 5-HT function, including reduced 5-HT synthesis and tissue content [20]. Behavioral alterations in Sert KO mice include impaired locomotor function, increased anxiety, and reduced aggression [21,22,23]. Heterozygous (HZ) deletion of the Sert gene also affects stress-induced behavior in the forced swim test [22]. However, rodent models of SERT deletion show inconsistent results for behaviors relevant to ASD [24,25,26], prompting further investigation.

Serotonin is synthesized from the essential amino acid tryptophan by tryptophan hydroxylase (TPH). Dietary tryptophan restriction effectively reduces intra- and extracellular 5-HT levels in the brain and has been used to investigate the involvement of 5-HT in diverse brain functions [27, 28]. A tryptophan-free diet lowers the ability to recognize faces expressing fear or happiness [29, 30]. In individuals with ASD, tryptophan depletion lowers plasma tryptophan levels and aggravates stereotyped behavior [30, 31]. At the same time, abnormal brain connectivity in ASD, involving the cerebral cortex, basal ganglia, and cerebellum, is improved by a tryptophan-restricted diet. This evidence suggests an underlying influence of low brain 5-HT levels in some ASD deficits [32]. Moreover, since altering 5-HT function was beneficial in adults and did not require treatment during development, it encourages exploration of treatment approaches that seek to normalize 5-HT function later in life.

Also supporting this potential role for alterations in 5-HT metabolism in ASD are studies in tryptophan hydroxylase 2 (Tph2) KO mice that have greatly reduced 5-HT levels in the brain (~ 96% reduction) [33, 34] and exhibit ASD-like behavioral deficits [35, 36]. In a non-genetic model, early life depletion of 5-HT with 5,7-dihydroxytryptamine also produces autism-like phenotypes [37]. The levels of tissue 5-HT depletion in these models are more severe than those in the Sert KO mice. Although Sert KO mice exhibit behavioral changes associated, or commonly comorbid, with ASD, it remains to be established whether Sert KO mice demonstrate social deficits characteristic of ASD. In addition, it might be hypothesized that elevating brain 5-HT levels might alleviate ASD-related behavioral deficits in these mice.

In the present study, ASD-relevant social deficits were observed in Sert HZ and KO mice, and such deficits were rescued by 2 weeks of a tryptophan-depleted diet, which lowered brain 5-HT levels and normalized the expression of some genes within the 5-HT system. The findings in this model implicate a causal role for high brain 5-HT levels in the pathogenesis of ASD.

Methods

Animals

Sert KO mice were generated as previously described [20] and backcrossed onto a C57BL/6 J genetic background for eight generations [38]. Wild-type (WT), Sert HZ, and Sert KO littermates were obtained by crossing male HZ and female HZ mice. Both male and female mice of the three genotypes were used. Mice were housed in groups of three to six littermates per cage and maintained on a 12-h/12-h light/dark cycle, with free access to food and water. Naive mice were tested between 3 and 6 months of age. They were examined during the light phase of the light/dark cycle in an experimental room under white light conditions. The first cohort was tested in the elevated plus maze, the hole-board test, the social interaction test, and the three-chamber test. The experiments were conducted at intervals of 1 week or longer. Mice from different cohorts were used in the elevated plus maze test because of the adjusted light conditions (Additional file 1: Table S1). Mice from the second cohort were allocated to either the tryptophan-free diet or a control diet, and locomotion and social interaction were examined. The third cohort was used to assess the effects of the Sert genotype and tryptophan-free diet on extracellular 5-HT levels using microdialysis. The fourth cohort was used for gene expression analyses. In these mice, 10 litters were divided into six groups (Additional file 1: Table S2). Mice were cared for and treated humanely in accordance with all institutional and national animal experimentation guidelines.

Intervention with tryptophan-free diet

A tryptophan-free diet (Trp−, Oriental Yeast Company, Tokyo, Japan) was used to examine the influence of reducing tryptophan availability on perturbations in brain 5-HT function resulting from reduced SERT function. Mice of all genotypes were divided into two groups: one group received Trp− for 2 weeks, and the other group received a control diet (Ctrl) that contained normal levels of dietary tryptophan for 2 weeks. The mice underwent the locomotor test and social interaction test after 7 and 14 days on the diet, respectively. Microdialysis and brain sampling for gene expression analysis were also conducted after 14 days on the diet.

Behavioral tests

Social interaction test

The mice were left alone in the home cage for 15 min for habituation, after which a novel C57BL/6 J mouse of the same sex was introduced into the cage. The 10-min test was digitally recorded, and the duration of active social interaction (i.e., sniffing, allogrooming, mounting, and chasing of the tested mouse toward the novel mouse) was determined by observers who were blind to the treatment conditions and genotype [39].

Three-chamber test

The apparatus consisted of an open-topped acrylic box (500 mm × 500 mm × 400 mm) divided into three chambers. The test consisted of three phases: habituation, social approach (stranger mouse 1 [S1] vs. inanimate object [Ob]), and social preference (S1 vs. stranger mouse 2 [S2]). The test mouse was first placed in the middle chamber and allowed to freely explore the empty apparatus for 10 min. A novel C57BL/6 J mouse of the same sex (S1) and the Ob (i.e., an aluminum cylinder; 30 mm radius, 60 mm height) were placed in a small wire cage in the left and right compartments for 10 min. Afterward, Ob was replaced with S2, and the test mouse was allowed another 10 min of free exploration in the social preference phase. The sides where Ob, S1, and S2 were placed were randomly assigned. The time spent exploring each cage was measured using a video tracking system in all phases (Muromachi Kikai, Tokyo, Japan).

Elevated plus maze

The apparatus consisted of two open arms (297 mm × 54 mm) and two closed arms (300 mm × 60 mm, with 150-mm-high walls) that were set in a plus configuration. The apparatus was raised 400 mm above the floor. The test mouse was allowed to freely explore the apparatus for 10 min. The time on the open arms, number of entries into the open and closed arms, and total distance traveled were recorded by a video tracking system (Muromachi Kikai).

Hole-board test

The apparatus consisted of a field (500 mm × 500 mm × 400 mm) that had four holes (30-mm diameter each). The test mouse was allowed to freely explore the apparatus. The total duration and number of head dips into the holes were recorded for 30 min using a video tracking system (Muromachi Kikai).

Locomotor activity test

The apparatus consisted of an illuminated chamber (300 mm × 400 mm × 250 mm). Each mouse was left alone in the apparatus, and total locomotor activity was measured for 60 min using a Supermex system (Muromachi Kikai), with a sensor monitor mounted above the chamber.

Microdialysis

The mice were implanted with microdialysis probes in the striatum (anterior, + 0.6 mm; lateral, + 1.8 mm; ventral, − 4.0 mm from bregma) after anesthesia with sodium pentobarbital (50 mg/kg, intraperitoneal). At 24 h after surgery, the levels of 5-HT were measured using microdialysis under freely moving conditions. Mice were dialyzed with Ringer’s solution (145 mM NaCl, 3 mM KCl, 1.26 mM CaCl2, and 1 mM MgCl2, pH 6.5) at a flow rate of 1 μl/min. Data were collected every 10 min for 180 min, and perfusion was initiated 180 min before the collection of baseline samples. 5-HT in the dialysates was separated using a reverse-phase ODS column (PP-ODS, Eicom, Kyoto, Japan) and detected with a graphite electrode (HTEC-500, Eicom). The mobile phase consisted of 0.1 M phosphate buffer (pH 5.5) that contained sodium decanesulfonate (500 mg/l), ethylenediaminetetraacetic acid (EDTA; 50 mg/l), and 1% ethanol.

Whole-genome gene expression analysis

Whole-genome gene expression profiles were analyzed using the Mouse Gene Expression 4x44K v2 Microarray (Agilent Technologies, Tokyo, Japan), which detects 39,430 Entrez Gene RNAs. Total RNA was first isolated with TRIzol reagent (ThermoFisher Scientific, Waltham, MA, USA) from whole brains of four male mice in each group with the Ctrl or Trp− diet. Total RNA was determined using an Agilent 2100 Bioanalyzer. Total RNA was then applied to Cy3-labeled cRNA synthesis, which was performed with a Low Input Quick Amp Labeling Kit (Agilent Technologies) according to the manufacturer’s instructions. Finally, Cy3-labeled cRNA was hybridized to the microarray and detected using an Agilent SureScan Microarray Scanner (Agilent Technologies).

Microarray image data were extracted to ProcessedSignal using Feature Extraction 11.5.1.1 software (Agilent Technologies). GeneSpring GX v14.5 software (Agilent Technologies) was used for subsequent data processing. Gene expression with a statistically significant difference (P < 0.05) and an absolute value of log2 fold change > 1.2 between groups was exported to the dataset. Gene ontology and pathway analyses were performed using BaseSpace (Illumina KK, Tokyo, Japan) and MetaCore v6.30 build 68780 (Clarivate Analytics Japan, Tokyo, Japan), respectively.

Statistical analysis

The statistical analyses were performed with Excel Statistics software (Microsoft Japan, Tokyo, Japan). The behavioral data were analyzed using analysis of variance (ANOVA; two-way repeated measures) followed by Fisher’s PLSD post hoc test and Student’s t test. For the gene expression analysis, an unpaired t test was performed among genotypes and treated groups. Values of P < 0.05 were considered statistically significant.

Results

Sert HZ and KO mice exhibit aberrant social interaction

In the social interaction test (Fig. 1a), active social interaction was affected by genotype (F2,78 = 22.98, P < 0.001) and sex (F1,78 = 12.80, P < 0.001), but there was no significant interaction between these factors (F2,78 = 2.51, P = 0.087). Active social interaction was reduced in both male and female Sert HZ and KO mice compared to WT mice as confirmed by post hoc comparisons (male Sert HZ < WT mice, P < 0.001; male Sert KO mice < WT and Sert HZ mice, P < 0.001 [WT], P = 0.0054 [HZ]; female Sert HZ and KO < WT mice, P = 0.0014 [WT vs. HZ], P = 0.0013 [WT vs. KO]).

Fig. 1
figure 1

Expression of ASD-relevant social deficits in Sert HZ and KO mice. a Active interaction time over 10 min in the social interaction test. The data are expressed as mean ± SEM. *P < 0.05, **P < 0.01, two-way ANOVA followed by Fisher’s PLSD test. b, c Active social interaction time for 10 min in the social approach phase in the three-chamber test. d, e Active social interaction time over 10 min in the social preference phase in the three-chamber test. The data are expressed as mean ± SEM. *P < 0.05, **P < 0.01, paired Student’s t test (b–e)

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In the three-chamber test of social preference (Fig. 1b, c), both WT and male Sert HZ mice exhibited intact social approach that was greater toward S1 compared with Ob (t9 = 6.15, P < 0.001 [male WT], t18 = 8.19, P < 0.001 [male HZ], t10 = 3.67, P = 0.0042 [female WT] by paired t test). Male Sert KO, female HZ, and female KO mice did not show a social preference, spending a comparable time exploring S1 and Ob (t9 = 1.11, P = 0.29 [male KO], t15 = 0.38, P = 0.70 [female HZ], t13 = 0.59, P = 0.55 [female KO] by paired t test). In the social novelty phase of the experiment (Fig. 1d, e), WT mice had normal social novelty preference (t9 = 2.72, P = 0.023 [male WT], t10 = 2.29, P = 0.044 [female WT] by paired t test). Sert HZ and KO mice did not differentiate S2 from S1 (t18 = − 0.11, P = 0.91 [male HZ], t9 = 0.22, P = 0.82 [male KO], t15 = 0.33, P = 0.74 [female HZ], t13 = − 1.67, P = 0.11 [female KO] by paired t test). These results suggest that HZ Sert deletion is sufficient to influence social behavior in mice.

Sert KO mice exhibit enhanced anxiety-like behavior

We next assessed anxiety-like behavior because a heightened level of general anxiety (rather than social anxiety per se) may impair response to novel social stimuli. In the elevated plus maze test (Fig. 2a, b), Sert KO mice exhibited an increase in anxiety-like behavior, reflected by decreases in the percent time on the open arms and number of open arm entries. The ANOVA revealed significant effects of genotype on the time spent on the open arms (F2,64 = 11.77, P < 0.001) and number of open arm entries (F2,64 = 13.37, P < 0.001), with no effect of sex (time spent on open arms: F1,64 = 0.52, P = 0.46; open arm entries: F1,64 = 0.68, P = 0.41) and no genotype × sex interaction (time spent on open arms: F2,64 = 1.79, P = 0.17; open arm entries: F2,64 = 0.71, P = 0.49). Male Sert KO mice also exhibited a decrease in the percent time on the open arms compared with Sert HZ mice (P = 0.0044 [HZ vs. KO] by Fisher’s PLSD post hoc test) but not with WT mice (P = 0.089 [WT vs. KO] by Fisher’s PLSD post hoc test). Female Sert KO mice exhibited a decrease in the percent time on the open arms compared with WT and Sert HZ mice (P < 0.001 [WT vs. KO], P = 0.0013 [HZ vs. KO] by Fisher’s PLSD post hoc test). Sert HZ mice were comparable to WT mice for both males and females (male: P = 0.15 [WT vs. HZ]; female: P = 0.35 [WT vs. HZ] by Fisher’s PLSD post hoc test). The number of open arm entries was lower in Sert KO mice compared with WT and Sert HZ mice (male: P = 0.018 [WT vs. KO], P = 0.0030 [HZ vs. KO]; female: P < 0.001 [WT vs. KO], P = 0.0011 [HZ vs. KO] by Fisher’s PLSD post hoc test). Sert HZ mice were comparable to WT mice for both males and females (male: P = 0.47 [WT vs. HZ]; female: P = 0.44 [WT vs. HZ] by Fisher’s PLSD post hoc test).

Fig. 2
figure 2

Anxiety-related behavior in Sert KO mice. a Time spent on the open arms in the elevated plus maze. b Number of open arm entries in the elevated plus maze. c Number of head dips in the hole-board test. d Total distance traveled in the hole-board test. The data are expressed as mean ± SEM. *P < 0.05, **P < 0.01, two-way ANOVA followed by Fisher’s PLSD test

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Sert KO mice also made fewer head dips in the hole-board test (Fig. 2c, d), as shown by a significant effect of genotype (F2,89 = 35.93, P < 0.001), but not sex (F1,89 = 0.029, P = 0.86). There was also no significant interaction of genotype and sex (F2,89 = 0.58, P = 0.56). Sert KO mice were again different from both WT and Sert HZ mice of both sexes (male: P < 0.001 [WT vs. KO], P < 0.001 [HZ vs. KO]; female: P < 0.001 [WT vs. KO], P < 0.001 [HZ vs. KO]). Again, Sert HZ mice were not different from WT mice (P = 0.23 [male], P = 0.16 [female]). The total duration in the hole-board test was also affected by genotype (F2,89 = 22.65, P < 0.001) but not by sex (F1,89 = 2.65, P = 0.10), with no genotype × sex interaction (F2,89 = 1.03, P = 0.36). The total duration in the hole-board test was shorter in Sert KO mice than in WT and Sert HZ mice (male: P = 0.0032 [WT vs. KO], P < 0.001 [HZ vs. KO]; female: P < 0.001 [WT vs. KO], P < 0.001 [HZ vs. KO] by Fisher’s PLSD post hoc test). The total duration was comparable between WT and Sert HZ mice of both sexes (P = 0.47 [male], P = 0.21 [female] by Fisher’s PLSD post hoc test).

In summary, an increase in general anxiety-like behavior was observed in Sert KO mice but not in Sert HZ mice. Sert HZ mice exhibited abnormal social behavior in different tasks. These findings suggest that ASD-relevant social deficits may be caused by low SERT expression, independent of overall changes in anxiety.

Tryptophan-free diet reduces extracellular 5-HT in the striatum and improves ASD-relevant social deficits in Sert mutant mice

The pathogenetic link between brain 5-HT dysfunction and ASD-relevant social deficits was then investigated by feeding the mice a tryptophan-free diet for 14 days and analyzing behavior and 5-HT levels in the brain (Fig. 3a). Brain 5-HT levels were affected by genotype (F2,33 = 104.45, P < 0.001) and diet (F1,33 = 24.83, P < 0.001), with a significant genotype × diet interaction (F2,33 = 10.17, P < 0.001). Baseline 5-HT levels in the striatum were significantly higher in Sert KO mice than in WT and Sert HZ mice (t10 = − 12.80, P < 0.001 [WT vs. KO]; t10 = − 12.16, P < 0.001 [HZ vs. KO] by unpaired t test; Fig. 3b). Sert HZ mice exhibited ASD-like social deficits, but basal 5-HT levels were comparable between WT and Sert HZ mice (t14 = − 0.86, P = 0.39 by unpaired t test; Fig. 3b). The tryptophan-free diet significantly reduced basal extracellular 5-HT levels in the striatum compared with the control diet in all genotypes (t11 = 4.23, P = 0.0013 [WT]; t13 = 2.29, P = 0.039 [HZ], t9 = 3.33, P = 0.0087 [KO] by unpaired t test; Fig. 3b).

Fig. 3
figure 3

Recovery of behavioral abnormalities by dietary tryptophan depletion in Sert HZ and KO mice. a Experimental protocol. b Extracellular 5-HT levels in the striatum. c Locomotor activity over 60 min in the open field test. d Active interaction time over 10 min in the social interaction test. The data are expressed as mean ± SEM. *P < 0.05, **P < 0.01, Welch’s t test (b). *P < 0.05, **P < 0.01, two-way ANOVA followed by Fisher’s PLSD test (c, d)

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Locomotor activity assessed after 7 days on the diet was affected by genotype (F2,113 = 16.63, P < 0.001; Fig. 3c) but not by a tryptophan-free diet (F1,113 = 0.59, P = 0.44; Fig. 3c), with no genotype × diet interaction (F2,113 = 0.12, P = 0.88; Fig. 3c). By contrast, in the social interaction test assessed after 14 days on the diet (Fig. 3d), active interaction was affected by genotype (F2,113 = 8.04, P < 0.001) and diet (F1,113 = 7.05, P = 0.0091), but there was no interaction between genotype and diet (F2,113 = 1.60, P = 0.20). Sert HZ and KO mice fed the control diet had deficient social interaction, replicating the results from the first experiment (P = 0.012 [WT vs. HZ], P < 0.001 [WT vs. KO], P = 0.086 [HZ vs. KO] by Fisher’s PLSD post hoc test). The tryptophan-free diet normalized social interaction in Sert HZ and KO mice, which were not different from WT mice, exhibiting comparable levels of active social interaction (P = 0.35 [WT vs. HZ], P = 0.12 [WT vs. KO], P = 0.46 [HZ vs. KO] by Fisher’s PLSD post hoc test). The tryptophan-free diet increased social interaction in Sert HZ and KO mice (t43 = − 2.02, P = 0.049 [HZ], t33 = − 2.46, P = 0.018 [KO] by unpaired t test), whereas social behavior was unaffected in WT mice (t37 = − 0.15, P = 0.88 by unpaired t test). These results indicate that the dietary depletion of tryptophan in adulthood reduces extracellular 5-HT levels and alleviates ASD-relevant social deficits in Sert mutant mice.

Gene expression profiles are significantly different between Sert HZ and KO mice

To elucidate the mechanisms that underlie ASD-relevant social deficits and the effects of the tryptophan-free diet in Sert HZ and KO mice, whole-genome gene expression profiles were analyzed in Sert HZ (Ctrl) and KO (Ctrl) mice. We used whole mouse brains in gene expression analyses of these gene expression profiles. Compared with WT (Ctrl) mice, the fold changes in gene expression were correlated between Sert HZ (Ctrl) and KO (Ctrl) mice (R = 0.438, P < 0.001; Fig. 4a). More genes were significantly changed in Sert KO mice than in Sert HZ mice. Absolute fold changes that were > 1.2 were obtained for 441 genes between WT (Ctrl) and Sert HZ (Ctrl) mice and 547 genes between WT (Ctrl) and Sert KO (Ctrl) mice (Fig. 4b, Additional file 2). However, only 37 genes were found to be common between these gene sets, including 12 genes that were upregulated (P < 0.001) and 24 genes that were downregulated (P < 0.001) in both groups (Fig. 4b, Additional file 1: Table S3). Fold changes in gene expression levels were higher in these 37 genes than in the other 510 genes that were altered in Sert KO (Ctrl) mice (F3,986 = 8.03, P < 0.001, Fig. 4c). The Pharmaco Atlas is a gene ontology tool in BaseSpace that is used to search for drugs that are related to alterations of gene expression. The Pharmaco Atlas search revealed that the top 10 candidate drugs regulating the genes affected in both Sert HZ and KO mice included at least seven 5-HT-related drugs (Fig. 4d). Common gene expression changes were thus related to 5-HT signal transduction in both Sert HZ (Ctrl) and KO (Ctrl) mice despite the overall gene expression profiles being substantially different.

Fig. 4
figure 4

Gene expression changes in the brain in Sert HZ and KO mice that received a normal diet. Whole-genome gene expression profiles in whole brains were compared between Sert HZ and KO mice. a Scatter plot showing the relationship of gene expression changes in Sert HZ (HZ[Ctrl]) and KO (KO[Ctrl]) mice compared with WT (WT[Ctrl]) mice. b Number of genes with significant changes in levels of expression, showing the correlation of 37 genes whose expression levels were changed in both HZ(Ctrl) and KO(Ctrl) mice. c Expression levels in the three groups of genes in Fig. 3b relative to WT(Ctrl). d Top 10 drugs with gene expression profiles that were similar to the 37 genes in Fig. 3b. Bold, drugs related to 5-HT signaling

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We then sought to identify candidate genes that may be involved in the impairments in social behaviors in Sert HZ and KO mice. Gene expression profiles were compared between Sert HZ and KO mice that received the tryptophan-free or Ctrl diet. A total of 165 genes were shared between the sets of 441 and 650 genes which were altered between WT (Ctrl) and Sert HZ (Ctrl) mice and between Sert HZ (Ctrl) and HZ (Trp−) mice (Fig. 5a, Additional file 1: Table S4, Additional file 2). The analysis of Sert KO mice indicated a total of 33 genes in common between the sets of 547 and 289 genes which were altered between WT (Ctrl) and Sert KO (Ctrl) mice and between Sert KO (Ctrl) and KO (Trp−) mice (Fig. 5b, Additional file 1: Table S5). Figure 4c shows the overlap between the following pairs: WT (Ctrl) and Sert HZ (Ctrl), HZ (Ctrl) and HZ (Trp−), WT (Ctrl) and KO (Ctrl), and KO (Ctrl) and KO (Trp−). Interestingly, we found that only the expression of AU015836 was increased in both Sert HZ (Ctrl) and KO (Ctrl) mice and normalized with the tryptophan-free diet (P = 0.037[KO] and P = 0.016[HZ]; Fig. 5d).

Fig. 5
figure 5

Gene expression changes corresponding to abnormal social behavior in Sert HZ and KO mice. a Gene expression changes in Sert HZ mice that were fed a control diet (HZ[Ctrl]) and tryptophan-free diet (HZ[Trp]), showing the correlation of 165 genes that were commonly altered in both conditions. b Gene expression changes in Sert KO mice that were fed a control diet (KO[Ctrl]) and tryptophan-free diet (KO[Trp]), showing the correlation of 33 genes that were commonly altered in both conditions. c Relationship of genes found in Fig. 4a, b, identifying only one gene that was common to both Sert HZ and KO mice. d Level of AU015836 gene expression in Sert HZ and KO mice compared with WT(Ctrl) mice. The data are expressed as mean ± SEM. *P < 0.05, **P < 0.01, paired Student’s t test

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Signaling pathway changes common to Sert HZ and KO mice

Pathway analysis supported the idea that the gene expression changes in Sert HZ and KO mice were different, although overlapping. Pathway analysis using MetaCore was performed to examine alterations of the expression of 165 genes in Sert HZ mice that were related to tryptophan depletion. The analysis identified the CREB1/Elk-1/TAL1/ARIX/p27KIP1-hz2 pathway (93 total nodes, 41 seed nodes, P < 0.001). In Sert KO mice, the 33 genes that were associated with tryptophan depletion were enriched in the CREB1/Elk-1/B4GT1/PIP/beta-casein pathway (69 total nodes, 14 seed nodes, P < 0.001). The two pathways partially overlapped (Fig. 6). Most of the genes were under the regulation of transcription factors in the terminal end of the pathway model. The most upstream components were genes associated with extracellular 5-HT function in Sert HZ mice and melatonin extracellular function in Sert KO mice (Fig. 6). Melatonin is synthesized from tryptophan via 5-HT. These data suggest that high levels of extracellular 5-HT affect gene expression but may do so in a graded fashion, resulting in ASD-relevant social deficits even at lower levels of extracellular 5-HT (Sert HZ mice) but producing further changes in function, including alterations of melatonin function, at higher levels of extracellular 5-HT (Sert KO mice).

Fig. 6
figure 6

Signaling pathway associated with gene expression changes in Sert HZ and KO mice. Diagram of signal transduction pathway associated with genotype and the tryptophan-free diet in Sert HZ and KO mice. Green, “CREB1, Elk-1, TAL1, ARIX, p27KIP1-hz2” pathway that contains genes that are affected by tryptophan deficiency in Sert HZ mice. Purple, “CREB1, Elk-1, B4GT1, PIP, beta-casein-KO” pathway that contains genes that are affected by tryptophan deficiency in Sert KO mice. Orange, genes common to the two pathways. Genes that were included in our data are underlined (Sert HZ mice: 41 genes; Sert KO mice: 14 genes). The cyan arrows indicate canonical pathways, as recorded by MetaCore. The arrows of each color show the following in the corresponding protein; green, activation; red, inhibition; gray, unspecified

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Discussion

The broad behavioral deficits of Sert KO mice that include anxiety-like behavior and hypoactivity [38, 40,41,42] have discouraged investigators from pursuing Sert KO mice because of the lack of selective phenotypes that are characteristic of ASD. Behavioral analyses of Sert HZ and KO mice revealed deficits in social interaction in both genotypes. The extreme behavioral abnormalities in Sert KO mice might be considered to potentially confound a more specific social phenotype, but this phenotype was apparent in Sert HZ mice in the absence of these other features. Additionally, female Sert HZ mice exhibited slightly more apparent ASD-relevant social deficits than male Sert HZ mice. In humans, ASD symptoms are often thought to be more common in males, but this may result primarily from differences in diagnosis, presentation, or compensation [43]. Nonetheless, our findings support the notion that HZ Sert deletion is sufficient to produce ASD-relevant social deficits in both males and females.

Extracellular striatal 5-HT levels were significantly elevated only in Sert KO mice and were comparable between WT mice and Sert HZ mice, under the conditions examined here. More subtle deficits certainly exist in Sert HZ mice [16]. Dietary tryptophan restriction in adulthood lowered striatal 5-HT levels in all three genotypes and normalized ASD-relevant social deficits in both Sert HZ and KO mice, whereas the behavior of WT mice was unaffected. Tryptophan deficiency reduces brain 5-HT levels in both humans [44] and rodents [45, 46] and shows beneficial effects in other ASD models. This diet helped to normalize social interactions when given acutely in 129S and C57 mice [47] or chronically in BALB/c mice [45] that have reduced 5-HT function compared to other strains. This evidence supports the present results in Sert mutant mice, implicating 5-HT pathways in ASD-relevant social deficits. Although one previous study in humans found that tryptophan depletion exacerbates some ASD deficits [31], in particular repetitive behavior and anxiety, no obvious behavioral alterations of this type were observed in the result from tryptophan depletion in this study in either WT or mutant mice. The fact that reducing tryptophan in adulthood rather than during development ameliorates ASD-relevant social deficits in these mice is a crucial point. There are certainly compensatory changes that occur in Sert HZ, and especially KO, mice [48]. The fact that tryptophan depletion is beneficial in adulthood suggests that there is not a developmental window for correcting these deficits, raising the possibility that older children and adults with ASD might benefit from treatments targeting the same serotoninergic dysfunctions, either through altering dietary tryptophan or through other approaches. These findings certainly encourage further exploration of tryptophan depletion in ASD. The influence of tryptophan depletion on other abnormal behaviors, such as in a previous study that reported exacerbated ASD symptoms in humans [31], was not evaluated in the present study. Such behavioral changes as hypoactivity and enhanced anxiety-like behavior are unlikely to result in ASD-relevant social deficits. Future studies that analyze the effects of tryptophan depletion on these behavioral aspects will deepen our understanding of the mechanism of tryptophan depletion.

Comparisons of the gene expression profiles associated with Sert genotype and the tryptophan intervention found quite different profiles of gene expression between Sert HZ and KO mice, compared to WT mice. Only 8% of the genes altered in Sert HZ mice were also altered in Sert KO mice. However, the genes that did overlap between these groups all appeared to be also affected by drugs that alter serotonin function. In any case, it would be predicted that if these changes in gene expression were truly associated with the behavioral outcomes that were normalized by the dietary treatment, then the gene expression changes would be reversed. However, only AU015836 was affected by Sert deletion and tryptophan depletion in both Sert HZ and KO mice. AU015836 is encoded on the X chromosome and mainly expressed in the placenta and testis in mice, but the function of AU015836 remains unknown. This will be of especial interest for this phenotype.

There were also interesting patterns of gene activation in both Sert genotype, with and without tryptophan depletion. The analysis of gene expression profiles after tryptophan depletion in Sert mutant mice revealed similarities to the influence of SSRIs (Fig. 4d). Evidence suggests that prenatal exposure to SSRIs increases the risk of ASD in humans [49, 50]. However, the behavioral effects of prenatal exposure to SSRIs are controversial in mice and rats [51,52,53]. There may be critical periods during which the developing brain is particularly vulnerable to elevated 5-HT function that are not addressed by reductions in Sert expression here that occurred throughout the lifespan. Nevertheless, since the effects of tryptophan were present in adulthood, this suggests that reversing developmental changes in 5-HT function in ASD may not be necessary to produce positive behavioral outcomes. While SSRIs are effective for some ASD patients [54, 55], SSRI administration during pregnancy is a risk of ASD in the offspring [49, 50]. This contradiction suggests that SSRI treatment may be effective for ASD patients with low levels of extracellular 5-HT. Improvements in ASD-like behavior in 15q11-13 CNV mice by increasing 5-HT levels [56] bolster this hypothesis. On the other hand, our data shows that the reducing 5-HT levels by tryptophan depletion may ameliorate aberrant social behavior caused by increased 5-HT function in Sert mutant mice. Perhaps this indicates that both low and high serotonin function may contribute to ASD-relevant social deficits and that a proper balance of 5-HT function is necessary to normalize behavior.

In the present study, the signaling pathway initiated by CREB1 was affected by tryptophan depletion in both Sert HZ and KO mice. CREB1 is a transcription factor involved in memory, cognition, and cognitive decline in aging [57,58,59]. Individuals with a 2q33.4-q34 interstitial deletion have ASD and other symptoms observed in Rett syndrome, and this deletion includes CREB1 [60]. The CREB1 pathway may link abnormally high levels of 5-HT to the development of cellular and circuit-level pathology in ASD. The pathway identified in gene expression profiles was related to 5-HT function in Sert HZ mice, whereas this included melatonin function in Sert KO mice (biochemically downstream of 5-HT synthesis). Some ASD patients exhibit a decrease in melatonin [61, 62] and an aberrant 5-HT-melatonin pathway [63]. Research that focuses on melatonin in Sert mutant mice will provide additional insights into the role of melatonin in ASD-like, and other comorbid, deficits.

Comparisons of Sert HZ and KO mice helped overcome one of the basic limitations of using solely Sert KO mice as a disease model to study ASD. Sert KO mice have other non-ASD-like phenotypes and complete SERT deletions are not seen in humans. This is similar to the situation with dopamine transporter (DAT) KO mice [64] that have been proposed to be an animal model of schizophrenia and attention-deficit/hyperactivity disorder (ADHD) [65,66,67]. Although these mice have phenotypes characteristic of these conditions in many respects, humans with a complete loss of DAT expression are very rare and develop infantile parkinsonism-dystonia, a devastating, and ultimately lethal, movement disorder [68]. However, reduced DAT expression in the brain is observed in patients with schizophrenia [69] and ADHD [70]. Consistent with this, DAT HZ mice display some mild ADHD-like phenotypes, although not phenotypes that are related to schizophrenia or bipolar disorder [71]. Similarly, lower SERT expression is associated with ASD in humans [15, 72], and Sert HZ mice exhibit ASD-relevant social deficits without other behavioral abnormalities. One limitation of the present study is that the influence of 2 weeks of tryptophan depletion on locomotor activity was not quantitatively evaluated. Therefore, unclear is whether 2 weeks of tryptophan depletion increased locomotor activity so as to help the recovery of social interaction in Sert KO mice. Nonetheless, investigations of Sert HZ mice may contribute to bridging the gap between ASD in humans and mouse models of ASD, and treatments that normalize 5-HT function may be potential treatments for at least some individuals with ASD.

Conclusions

The present study identified an important causal link between a reduction of Sert function and ASD-relevant social deficits in mice. Moreover, the production of this behavior requires only HZ deletion of Sert. The critical role of 5-HT is confirmed by the finding that tryptophan depletion in adulthood improves social interaction and decreases extracellular 5-HT levels in the striatum. This finding raises hope for similar approaches to help ASD patients. A potential underlying pathological mechanism of ASD-relevant social deficits was found at the level of gene expression. The AU015836 gene was the only gene found to change in both Sert HZ and KO mice and to be reversed by altering dietary tryptophan intake. However, a broader set of signaling pathways were also implicated that were highly similar to SSRI-related gene sets, including CREB1-related signaling pathways. These results will contribute to a better understanding of the pathophysiology of ASD, the role of altered 5-HT function in ASD, and may ultimately help in the development of novel therapeutic approaches for the treatment of ASD.

Abbreviations

ADHD:

Attention-deficit/hyperactivity disorder

ASD:

Autism spectrum disorder

CREB1:

cAMP response element-binding protein 1

DAT:

Dopamine transporter

HZ:

Heterozygous

KO:

Knockout

PIP:

Prolactin-induced protein

SERT:

Serotonin transporter

TAL1:

T cell acute lymphocytic leukemia 1

TPH:

Tryptophan hydroxylase

Trp−:

Tryptophan-free diet

WT:

Wild type

References

  1. American Psychiatric Association. Diagnostic and Statistical Manual of Mental Disorders, 5th edn. Washington, DC: American Psychiatric Association; 2013.

  2. Betancur C. Etiological heterogeneity in autism spectrum disorders: more than 100 genetic and genomic disorders and still counting. Brain Res. 2011;1380:42–77.

    CAS  Article  Google Scholar 

  3. Gilman SR, Iossifov I, Levy D, Ronemus M, Wigler M, Vitkup D. Rare de novo variants associated with autism implicate a large functional network of genes involved in formation and function of synapses. Neuron. 2011;70(5):898–907.

    CAS  Article  Google Scholar 

  4. Elsabbagh M, Divan G, Koh YJ, Kim YS, Kauchali S, Marcin C, Montiel-Nava C, Patel V, Paula CS, Wang C, et al. Global prevalence of autism and other pervasive developmental disorders. Autism Res. 2012;5(3):160–79.

    Article  Google Scholar 

  5. Report MaMW. Prevalence of autism spectrum disorders--Autism and Developmental Disabilities Monitoring Network, 14 sites, United States, 2008. MMWR Surveill Summ. 2012;61(3):1–19.

    Google Scholar 

  6. Brugha TS, McManus S, Bankart J, Scott F, Purdon S, Smith J, Bebbington P, Jenkins R, Meltzer H. Epidemiology of autism spectrum disorders in adults in the community in England. Arch Gen Psychiatry. 2011;68(5):459–65.

    Article  Google Scholar 

  7. Whitaker-Azmitia PM. Behavioral and cellular consequences of increasing serotonergic activity during brain development: a role in autism? Int J Dev Neurosci. 2005;23(1):75–83.

    CAS  Article  Google Scholar 

  8. Hranilovic D, Bujas-Petkovic Z, Vragovic R, Vuk T, Hock K, Jernej B. Hyperserotonemia in adults with autistic disorder. J Autism Dev Disord. 2007;37(10):1934–40.

    Article  Google Scholar 

  9. Gabriele S, Sacco R, Persico AM. Blood serotonin levels in autism spectrum disorder: a systematic review and meta-analysis. Eur Neuropsychopharmacol. 2014;24(6):919–29.

    CAS  Article  Google Scholar 

  10. Mulder EJ, Anderson GM, Kema IP, de Bildt A, van Lang ND, den Boer JA, Minderaa RB. Platelet serotonin levels in pervasive developmental disorders and mental retardation: diagnostic group differences, within-group distribution, and behavioral correlates. J Am Acad Child Adolesc Psychiatry. 2004;43(4):491–9.

    Article  Google Scholar 

  11. Bacchelli E, Maestrini E. Autism spectrum disorders: molecular genetic advances. Am J Med Genet C Semin Med Genet. 2006;142C(1):13–23.

    CAS  Article  Google Scholar 

  12. Canli T, Lesch KP. Long story short: the serotonin transporter in emotion regulation and social cognition. Nat Neurosci. 2007;10(9):1103–9.

    CAS  Article  Google Scholar 

  13. Hu XZ, Lipsky RH, Zhu G, Akhtar LA, Taubman J, Greenberg BD, Xu K, Arnold PD, Richter MA, Kennedy JL, et al. Serotonin transporter promoter gain-of-function genotypes are linked to obsessive-compulsive disorder. Am J Hum Genet. 2006;78(5):815–26.

    CAS  Article  Google Scholar 

  14. Wiggins JL, Swartz JR, Martin DM, Lord C, Monk CS. Serotonin transporter genotype impacts amygdala habituation in youth with autism spectrum disorders. Soc Cogn Affect Neurosci. 2014;9(6):832–8.

    Article  Google Scholar 

  15. Nakamura K, Sekine Y, Ouchi Y, Tsujii M, Yoshikawa E, Futatsubashi M, Tsuchiya KJ, Sugihara G, Iwata Y, Suzuki K, et al. Brain serotonin and dopamine transporter bindings in adults with high-functioning autism. Arch Gen Psychiatry. 2010;67(1):59–68.

    CAS  Article  Google Scholar 

  16. Mathews TA, Fedele DE, Coppelli FM, Avila AM, Murphy DL, Andrews AM. Gene dose-dependent alterations in extraneuronal serotonin but not dopamine in mice with reduced serotonin transporter expression. J Neurosci Methods. 2004;140(1–2):169–81.

    CAS  Article  Google Scholar 

  17. Shen HW, Hagino Y, Kobayashi H, Shinohara-Tanaka K, Ikeda K, Yamamoto H, Yamamoto T, Lesch KP, Murphy DL, Hall FS, et al. Regional differences in extracellular dopamine and serotonin assessed by in vivo microdialysis in mice lacking dopamine and/or serotonin transporters. Neuropsychopharmacology. 2004;29(10):1790–9.

    CAS  Article  Google Scholar 

  18. Hagino Y, Takamatsu Y, Yamamoto H, Iwamura T, Murphy DL, Uhl GR, Sora I, Ikeda K. Effects of MDMA on extracellular dopamine and serotonin levels in mice lacking dopamine and/or serotonin transporters. Curr Neuropharmacol. 2011;9(1):91–5.

    CAS  Article  Google Scholar 

  19. Kalueff AV, Olivier JD, Nonkes LJ, Homberg JR. Conserved role for the serotonin transporter gene in rat and mouse neurobehavioral endophenotypes. Neurosci Biobehav Rev. 2010;34(3):373–86.

    CAS  Article  Google Scholar 

  20. Bengel D, Murphy DL, Andrews AM, Wichems CH, Feltner D, Heils A, Mossner R, Westphal H, Lesch KP. Altered brain serotonin homeostasis and locomotor insensitivity to 3, 4-methylenedioxymethamphetamine (“ecstasy”) in serotonin transporter-deficient mice. Mol Pharmacol. 1998;53(4):649–55.

    CAS  Article  Google Scholar 

  21. Wellman CL, Izquierdo A, Garrett JE, Martin KP, Carroll J, Millstein R, Lesch KP, Murphy DL, Holmes A. Impaired stress-coping and fear extinction and abnormal corticolimbic morphology in serotonin transporter knock-out mice. J Neurosci. 2007;27(3):684–91.

    CAS  Article  Google Scholar 

  22. Murphy DL, Lesch KP. Targeting the murine serotonin transporter: insights into human neurobiology. Nat Rev Neurosci. 2008;9(2):85–96.

    CAS  Article  Google Scholar 

  23. Bartolomucci A, Carola V, Pascucci T, Puglisi-Allegra S, Cabib S, Lesch KP, Parmigiani S, Palanza P, Gross C. Increased vulnerability to psychosocial stress in heterozygous serotonin transporter knockout mice. Dis Model Mech. 2010;3(7–8):459–70.

    CAS  Article  Google Scholar 

  24. Kalueff AV, Fox MA, Gallagher PS, Murphy DL. Hypolocomotion, anxiety and serotonin syndrome-like behavior contribute to the complex phenotype of serotonin transporter knockout mice. Genes Brain Behav. 2007;6(4):389–400.

    CAS  Article  Google Scholar 

  25. Moy SS, Nadler JJ, Young NB, Nonneman RJ, Grossman AW, Murphy DL, D'Ercole AJ, Crawley JN, Magnuson TR, Lauder JM. Social approach in genetically engineered mouse lines relevant to autism. Genes Brain Behav. 2009;8(2):129–42.

    CAS  Article  Google Scholar 

  26. Page DT, Kuti OJ, Prestia C, Sur M. Haploinsufficiency for Pten and serotonin transporter cooperatively influences brain size and social behavior. Proc Natl Acad Sci U S A. 2009;106(6):1989–94.

    CAS  Article  Google Scholar 

  27. Olivier JD, Jans LA, Korte-Bouws GA, Korte SM, Deen PM, Cools AR, Ellenbroek BA, Blokland A. Acute tryptophan depletion dose dependently impairs object memory in serotonin transporter knockout rats. Psychopharmacology. 2008;200(2):243–54.

    CAS  Article  Google Scholar 

  28. Zepf FD, Sanchez CL, Biskup CS, Kotting WF, Bubenzer S, Helmbold K, Eisert A, Gaber TJ, Landgraf M, Dahmen B, et al. Acute tryptophan depletion - converging evidence for decreasing central nervous serotonin synthesis in rodents and humans. Acta Psychiatr Scand. 2014;129(2):157–9.

    CAS  Article  Google Scholar 

  29. Merens W, Willem Van der Does AJ, Spinhoven P. The effects of serotonin manipulations on emotional information processing and mood. J Affect Disord. 2007;103(1–3):43–62.

    CAS  Article  Google Scholar 

  30. Williams JH, Perrett DI, Waiter GD, Pechey S. Differential effects of tryptophan depletion on emotion processing according to face direction. Soc Cogn Affect Neurosci. 2007;2(4):264–73.

    Article  Google Scholar 

  31. McDougle CJ, Naylor ST, Cohen DJ, Aghajanian GK, Heninger GR, Price LH. Effects of tryptophan depletion in drug-free adults with autistic disorder. Arch Gen Psychiatry. 1996;53(11):993–1000.

    CAS  Article  Google Scholar 

  32. Daly E, Ecker C, Hallahan B, Deeley Q, Craig M, Murphy C, Johnston P, Spain D, Gillan N, Gudbrandsen M, et al. Response inhibition and serotonin in autism: a functional MRI study using acute tryptophan depletion. Brain. 2014;137(Pt 9):2600–10.

    Article  Google Scholar 

  33. Alenina N, Kikic D, Todiras M, Mosienko V, Qadri F, Plehm R, Boye P, Vilianovitch L, Sohr R, Tenner K, et al. Growth retardation and altered autonomic control in mice lacking brain serotonin. Proc Natl Acad Sci U S A. 2009;106(25):10332–7.

    CAS  Article  Google Scholar 

  34. Gutknecht L, Araragi N, Merker S, Waider J, Sommerlandt FM, Mlinar B, Baccini G, Mayer U, Proft F, Hamon M, et al. Impacts of brain serotonin deficiency following Tph2 inactivation on development and raphe neuron serotonergic specification. PLoS One. 2012;7(8):e43157.

    CAS  Article  Google Scholar 

  35. Kane MJ, Angoa-Perez M, Briggs DI, Sykes CE, Francescutti DM, Rosenberg DR, Kuhn DM. Mice genetically depleted of brain serotonin display social impairments, communication deficits and repetitive behaviors: possible relevance to autism. PLoS One. 2012;7(11):e48975.

    CAS  Article  Google Scholar 

  36. Mosienko V, Beis D, Alenina N, Wohr M. Reduced isolation-induced pup ultrasonic communication in mouse pups lacking brain serotonin. Mol Autism. 2015;6:13.

    Article  Google Scholar 

  37. Boylan CB, Blue ME, Hohmann CF. Modeling early cortical serotonergic deficits in autism. Behav Brain Res. 2007;176(1):94–108.

    CAS  Article  Google Scholar 

  38. Holmes A, Yang RJ, Lesch KP, Crawley JN, Murphy DL. Mice lacking the serotonin transporter exhibit 5-HT(1A) receptor-mediated abnormalities in tests for anxiety-like behavior. Neuropsychopharmacology. 2003;28(12):2077–88.

    CAS  Article  Google Scholar 

  39. Sato A, Kasai S, Kobayashi T, Takamatsu Y, Hino O, Ikeda K, Mizuguchi M. Rapamycin reverses impaired social interaction in mouse models of tuberous sclerosis complex. Nat Commun. 2012;3:1292.

    Article  Google Scholar 

  40. Holmes A, Lit Q, Murphy DL, Gold E, Crawley JN. Abnormal anxiety-related behavior in serotonin transporter null mutant mice: the influence of genetic background. Genes Brain Behav. 2003;2(6):365–80.

    CAS  Article  Google Scholar 

  41. Li A, Nattie E. Serotonin transporter knockout mice have a reduced ventilatory response to hypercapnia (predominantly in males) but not to hypoxia. J Physiol. 2008;586(9):2321–9.

    CAS  Article  Google Scholar 

  42. Narayanan V, Heiming RS, Jansen F, Lesting J, Sachser N, Pape HC, Seidenbecher T. Social defeat: impact on fear extinction and amygdala-prefrontal cortical theta synchrony in 5-HTT deficient mice. PLoS One. 2011;6(7):e22600.

    CAS  Article  Google Scholar 

  43. Dworzynski K, Ronald A, Bolton P, Happe F. How different are girls and boys above and below the diagnostic threshold for autism spectrum disorders? J Am Acad Child Adolesc Psychiatry. 2012;51(8):788–97.

    Article  Google Scholar 

  44. van Donkelaar EL, Blokland A, Ferrington L, Kelly PA, Steinbusch HW, Prickaerts J. Mechanism of acute tryptophan depletion: is it only serotonin? Mol Psychiatry. 2011;16(7):695–713.

    CAS  Article  Google Scholar 

  45. Biskup CS, Sanchez CL, Arrant A, Van Swearingen AE, Kuhn C, Zepf FD. Effects of acute tryptophan depletion on brain serotonin function and concentrations of dopamine and norepinephrine in C57BL/6J and BALB/cJ mice. PLoS One. 2012;7(5):e35916.

    CAS  Article  Google Scholar 

  46. Browne CA, Clarke G, Dinan TG, Cryan JF. An effective dietary method for chronic tryptophan depletion in two mouse strains illuminates a role for 5-HT in nesting behaviour. Neuropharmacology. 2012;62(5–6):1903–15.

    CAS  Article  Google Scholar 

  47. Zhang WQ, Smolik CM, Barba-Escobedo PA, Gamez M, Sanchez JJ, Javors MA, Daws LC, Gould GG. Acute dietary tryptophan manipulation differentially alters social behavior, brain serotonin and plasma corticosterone in three inbred mouse strains. Neuropharmacology. 2015;90:1–8.

    Article  Google Scholar 

  48. Kim DK, Tolliver TJ, Huang SJ, Martin BJ, Andrews AM, Wichems C, Holmes A, Lesch KP, Murphy DL. Altered serotonin synthesis, turnover and dynamic regulation in multiple brain regions of mice lacking the serotonin transporter. Neuropharmacology. 2005;49(6):798–810.

    CAS  Article  Google Scholar 

  49. Boukhris T, Sheehy O, Mottron L, Bérard A. Antidepressant use during pregnancy and the risk of autism spectrum disorder in children. JAMA Pediatr. 2016;170(2):117–24.

    Article  Google Scholar 

  50. Andalib S, Emamhadi MR, Yousefzadeh-Chabok S, Shakouri SK, Hoilund-Carlsen PF, Vafaee MS, Michel TM. Maternal SSRI exposure increases the risk of autistic offspring: a meta-analysis and systematic review. Eur Psychiatry. 2017;45:161–6.

    CAS  Article  Google Scholar 

  51. Bairy KL, Madhyastha S, Ashok KP, Bairy I, Malini S. Developmental and behavioral consequences of prenatal fluoxetine. Pharmacology. 2007;79(1):1–11.

    CAS  Article  Google Scholar 

  52. Sprowles JL, Hufgard JR, Gutierrez A, Bailey RA, Jablonski SA, Williams MT, Vorhees CV. Perinatal exposure to the selective serotonin reuptake inhibitor citalopram alters spatial learning and memory, anxiety, depression, and startle in Sprague-Dawley rats. Int J Dev Neurosci. 2016;54:39–52.

    CAS  Article  Google Scholar 

  53. Meyer LR, Dexter B, Lo C, Kenkel E, Hirai T, Roghair RD, Haskell SE. Perinatal SSRI exposure permanently alters cerebral serotonin receptor mRNA in mice but does not impact adult behaviors. J Matern Fetal Neonatal Med. 2018;31(11):1393–1401.

    Article  Google Scholar 

  54. Hollander E, Soorya L, Chaplin W, Anagnostou E, Taylor BP, Ferretti CJ, Wasserman S, Swanson E, Settipani C. A double-blind placebo-controlled trial of fluoxetine for repetitive behaviors and global severity in adult autism spectrum disorders. Am J Psychiatry. 2012;169(3):292–9.

    Article  Google Scholar 

  55. Williams K, Brignell A, Randall M, Silove N, Hazell P. Selective serotonin reuptake inhibitors (SSRIs) for autism spectrum disorders (ASD). Cochrane Database Syst Rev. 2013;8. https://doi.org/10.1002/14651858

  56. Nakai N, Nagano M, Saitow F, Watanabe Y, Kawamura Y, Kawamoto A, Tamada K, Mizuma H, Onoe H, Watanabe Y, et al. Serotonin rebalances cortical tuning and behavior linked to autism symptoms in 15q11-13 CNV mice. Sci Adv. 2017;3(6):e1603001.

    Article  Google Scholar 

  57. Bartsch D, Casadio A, Karl KA, Serodio P, Kandel ER. CREB1 encodes a nuclear activator, a repressor, and a cytoplasmic modulator that form a regulatory unit critical for long-term facilitation. Cell. 1998;95(2):211–23.

    CAS  Article  Google Scholar 

  58. Barral S, Reitz C, Small SA, Mayeux R. Genetic variants in a ‘cAMP element binding protein’ (CREB)-dependent histone acetylation pathway influence memory performance in cognitively healthy elderly individuals. Neurobiol Aging. 2014;35(12):2881 e2887–2881 e2810.

    Article  Google Scholar 

  59. Avgan N, Sutherland HG, Lea RA, Spriggens LK, Haupt LM, Shum DHK, Griffiths LR. A CREB1 gene polymorphism (rs2253206) is associated with prospective memory in a healthy cohort. Front Behav Neurosci. 2017;11:86.

    Article  Google Scholar 

  60. Jang DH, Chae H, Kim M. Autistic and Rett-like features associated with 2q33.3-q34 interstitial deletion. Am J Med Genet A. 2015;167a(9):2213–8.

    Article  Google Scholar 

  61. Tordjman S, Najjar I, Bellissant E, Anderson GM, Barburoth M, Cohen D, Jaafari N, Schischmanoff O, Fagard R, Lagdas E, et al. Advances in the research of melatonin in autism spectrum disorders: literature review and new perspectives. Int J Mol Sci. 2013;14(10):20508–42.

    Article  Google Scholar 

  62. Veatch OJ, Goldman SE, Adkins KW, Malow BA. Melatonin in children with autism spectrum disorders: how does the evidence fit together? J Nat Sci. 2015;1(7):e125.

    PubMed  PubMed Central  Google Scholar 

  63. Pagan C, Delorme R, Callebert J, Goubran-Botros H, Amsellem F, Drouot X, Boudebesse C, Le Dudal K, Ngo-Nguyen N, Laouamri H, et al. The serotonin-N-acetylserotonin-melatonin pathway as a biomarker for autism spectrum disorders. Transl Psychiatry. 2014;4:e479.

    CAS  Article  Google Scholar 

  64. Sora I, Wichems C, Takahashi N, Li XF, Zeng Z, Revay R, Lesch KP, Murphy DL, Uhl GR. Cocaine reward models: conditioned place preference can be established in dopamine- and in serotonin-transporter knockout mice. Proc Natl Acad Sci U S A. 1998;95(13):7699–704.

    CAS  Article  Google Scholar 

  65. Giros B, Jaber M, Jones SR, Wightman RM, Caron MG. Hyperlocomotion and indifference to cocaine and amphetamine in mice lacking the dopamine transporter. Nature. 1996;379(6566):606–12.

    CAS  Article  Google Scholar 

  66. Ralph RJ, Paulus MP, Fumagalli F, Caron MG, Geyer MA. Prepulse inhibition deficits and perseverative motor patterns in dopamine transporter knock-out mice: differential effects of D1 and D2 receptor antagonists. J Neurosci. 2001;21(1):305–13.

    CAS  Article  Google Scholar 

  67. Hall FS, Sora I, Hen R, Uhl GR. Serotonin/dopamine interactions in a hyperactive mouse: reduced serotonin receptor 1B activity reverses effects of dopamine transporter knockout. PLoS One. 2014;9(12):e115009.

    Article  Google Scholar 

  68. Kurian MA, Li Y, Zhen J, Meyer E, Hai N, Christen H-J, Hoffmann GF, Jardine P, von Moers A, Mordekar SR, et al. Clinical and molecular characterisation of hereditary dopamine transporter deficiency syndrome: an observational cohort and experimental study. Lancet Neurol. 2011;10(1):54–62.

    CAS  Article  Google Scholar 

  69. Markota M, Sin J, Pantazopoulos H, Jonilionis R, Berretta S. Reduced dopamine transporter expression in the amygdala of subjects diagnosed with schizophrenia. Schizophr Bull. 2014;40(5):984–91.

    Article  Google Scholar 

  70. Volkow ND, Wang GJ, Kollins SH, Wigal TL, Newcorn JH, Telang F, Fowler JS, Zhu W, Logan J, Ma Y, et al. Evaluating dopamine reward pathway in ADHD: clinical implications. JAMA. 2009;302(10):1084–91.

    CAS  Article  Google Scholar 

  71. Mereu M, Contarini G, Buonaguro EF, Latte G, Manago F, Iasevoli F, de Bartolomeis A, Papaleo F. Dopamine transporter (DAT) genetic hypofunction in mice produces alterations consistent with ADHD but not schizophrenia or bipolar disorder. Neuropharmacology. 2017;121:179–94.

    CAS  Article  Google Scholar 

  72. Makkonen I, Riikonen R, Kokki H, Airaksinen MM, Kuikka JT. Serotonin and dopamine transporter binding in children with autism determined by SPECT. Dev Med Child Neurol. 2008;50(8):593–7.

    Article  Google Scholar 

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Acknowledgements

The authors acknowledge Dr. S. Hattori and Dr. H. Hagihara (Institute for Comprehensive Medical Science, Fujita Health University, Aichi, Japan) and Ms. J. Hasegawa, Ms. E. Kamegaya, and Ms. Y. Matsushima (Tokyo Metropolitan Institute of Medical Science) for invaluable discussions and skilled technical assistance, respectively. The authors are also grateful to the members of the animal facility at the Tokyo Metropolitan Institute for Medical Science.

Funding

This research was supported by Grants-in-Aid for Scientific Research from the Ministry of Education, Culture, Sports, Science and Technology (MEXT) KAKENHI (no. 26860836, 26670491, 24659490, 22659190, 16 K15565, 16H06276, 15H01303), Japanese Ministry of Health, Labour and Welfare. The authors declare no conflicts of interest.

Availability of data and materials

The datasets presented in this study can be made available on reasonable request.

Author information

Author notes

  1. Miho Tanaka and Atsushi Sato contributed equally to this work.

Authors and Affiliations

  1. Department of Psychiatry and Behavioral Sciences, Addictive Substance Project, Tokyo Metropolitan Institute of Medical Science, 2-1-6 Kamikitazawa, Setagaya-ku, Tokyo, 156-8506, Japan

    Miho Tanaka, Atsushi Sato, Shinya Kasai, Yoko Hagino, Hiroko Kotajima-Murakami, Hirofumi Kashii, Yukio Takamatsu & Kazutaka Ikeda

  2. Molecular and Cellular Medicine, Graduate School of Medical and Dental Sciences, Niigata University, Niigata, Japan

    Miho Tanaka & Kazutaka Ikeda

  3. Department of Developmental Disorders, National Institute of Mental Health, National Center of Neurology and Psychiatry, Tokyo, Japan

    Miho Tanaka & Masumi Inagaki

  4. Department of Pediatrics, The University of Tokyo Hospital, Tokyo, Japan

    Atsushi Sato

  5. Center for Basic Technology Research, Tokyo Metropolitan Institute of Medical Science, Tokyo, Japan

    Yasumasa Nishito

  6. Department of Developmental Medical Sciences, Graduate School of Medicine, The University of Tokyo, Tokyo, Japan

    Masashi Mizuguchi

  7. Department of Pharmacology and Experimental Therapeutics, College of Pharmacy and Pharmaceutical Sciences, The University of Toledo, Toledo, OH, USA

    F. Scott Hall

  8. Branch of Molecular Neurobiology, National Institute on Drug Abuse, Baltimore, MD, USA

    George R. Uhl

  9. Research Service, New Mexico VA Health Care System, Albuquerque, NM, USA

    George R. Uhl

  10. Laboratory of Clinical Science, National Institutes of Health, Bethesda, MD, USA

    Dennis Murphy

  11. Department of Psychiatry, Kobe University Graduate School of Medicine, Kobe, Japan

    Ichiro Sora

Author notes

  1. Dennis Murphy is deceased. This paper is dedicated to his memory.

    • Dennis Murphy
Authors
  1. Miho Tanaka
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  2. Atsushi Sato
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  3. Shinya Kasai
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  13. Dennis Murphy
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  15. Kazutaka Ikeda
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Contributions

MT, AS, KI, and SK designed the experiments and wrote the manuscripts. MT and AS performed the animal studies and analyzed statistics. MT, SK, HK-M, and HK analyzed gene expression data. MT and YH carried out microdialysis. YN and YT performed microarray analysis. FSH revised the manuscripts. MI, MM, GRU, DM, and IS assisted in the study design. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Kazutaka Ikeda.

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Ethics approval

The experimental procedures were approved by the Animal Experimentation Ethics Committee of Tokyo Metropolitan Institute of Medical Science.

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Not applicable.

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The authors declare that they have no competing interests.

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Additional files

Additional file 1:

Protocol on behavioral tests and lists of gene expression in detail. (DOCX 79 kb)

Additional file 2:

Lists of the genes analyzed in Fig. 5. (XLSX 63 kb)

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Tanaka, M., Sato, A., Kasai, S. et al. Brain hyperserotonemia causes autism-relevant social deficits in mice. Molecular Autism 9, 60 (2018). https://doi.org/10.1186/s13229-018-0243-3

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Keywords

  • Serotonin transporter
  • Tryptophan depletion
  • Autism spectrum disorder
  • Heterozygous mice

Molecular Autism

ISSN: 2040-2392