Abstract
The time after parturition is a sensitive period for mothers where they are prone to develop psychopathological symptoms. Studies investigating dams after separation from their pups (maternal separation, MS) showed that MS induces alterations similar to postpartum depression. This study aims to give further details on affected behavior and neurobiology of dams after MS. MS in rats from postnatal day 2–20 over four hours daily was performed. Upon reunion, maternal behavior, and ultrasonic vocalization (USV) of dams were measured. On the day of weaning, dams were tested for anxiety-like behavior in the elevated-plus-maze and marble burying test. Then Morc1 mRNA in the medial prefrontal cortex and Nr3c1 encoding the glucocorticoid receptor mRNA in the hippocampus were measured using real-time PCR to examine possible neurobiological correlates in psychopathology and social behavior. GABA and glutamate serum levels were analyzed by high-performance liquid chromatography as peripheral markers for stress-induced psychopathology. MS in dams increased maternal care towards pups even though both groups show high levels of maternal behavior even in late lactation. Furthermore, the emission of 50-kHz and 22-kHz USVs increased significantly. No differences in anxiety-like behavior were detected. MS further reduced Morc1 but not Nr3c1 expression. Serum GABA but not glutamate levels were significantly increased in separated dams. This study reinforces the benefit of investigating dams after MS for studying postpartum stress. Subclinical markers mainly connected to depression, namely Morc1 and GABA, proved to be useful allowing for earlier detection of symptoms of critical postpartum stress.
Subject terms: Behavioural methods, Neuroscience, Biomarkers, Depression
Introduction
The maternal separation (MS) paradigm is a recognized animal model to study early life stress (ELS)1–3. MS involves repeated daily separations of the dams from their litters4–6 which induces long-lasting behavioral and neurobiological changes in the offspring7–9. While the chronic stress exposure in this sensitive phase of early development has been widely studied, it is often ignored that the postpartum phase is also a vulnerable phase for dams or mothers making them prone to develop psychiatric disorders e.g. postpartum depression (PPD)10.
Only a few studies have so far focused on consequences for the dams experiencing MS11,12. These studies mostly investigated influences of repeated MS on maternal behavior measuring parameters such as time licking and nursing the pups or arched-back nursing13 and anxiety or depression-like behavior showing an increase of both, maternal care as well as anxiety and depression-like behavior after MS14. Anxiety-like behavior was measured using elevated-plus maze (EPM) with most studies showing decreased time spent in the open arms implying increased anxiety12,15. Increased depressive-like behavior was induced and demonstrated using the forced-swim test with increased immobility time16,17 or less sucrose intake in the sucrose consumption test12. Furthermore, ultrasonic vocalization (USV) emitted by the dams upon reunion can be detected as an established tool to assess affective state18. In rats, 50-kHz frequencies are associated with positive affect whereas 22-kHz frequencies are often reported being emitted in aversive situations such as anxiety19. Mother-infant disruptions have been shown to induce vocalization alterations with more 50-kHz frequencies emitted only after pups were returned18. Another study revealed that chronic mother-infant separation has increased the number of USVs in pups20.
The neuronal mechanisms that are affected by the separation and induce behavioral changes are largely unknown. Studies investigating dams after MS have found lower Nr3c1 mRNA, encoding for the glucocorticoid-receptor, in the hippocampus and elevated plasma CORT levels confirming the chronic stress reaction induced by separation from the pups12. These studies also found that imbalances in hormones and neurotransmitters are similar to those observed in humans suffering from PPD such as altered cortisol, prolactin levels, or differences in the serotonin-system12,16,21.
The connection between the separation, elevated maternal care, chronic stress, and development of depressive-like symptoms is unclear but might provide valuable insights for PPD in humans.
The MORC Family CW-Type Zinc Finger 1 (Morc1) gene has recently been connected to chronic stress experience during sensitive phases (so far ELS) and depression22–24. Besides human studies, investigating Morc1 knockout mice revealed depressive-like behavior without any other behavioral deficits25.
Morc1′s role in ELS has been discovered in the downregulation of Morc1 in the medial prefrontal cortex (mPFC)22 and using a genome-wide association study data set has been linked to major depressive disorder22. Investigating DNA methylation of MORC1 in healthy humans as well as in patients showed significant associations between methylation status and depressive symptoms23,24. Now it would be interesting to investigate whether Morc1 could also serve as an indicator for chronic stress exposure in the postpartum phase, especially as Morc1 has proven to be a reliable indicator for subclinical depressive symptoms as well23. The mPFC is a key region for cognitive behavior, personality expression, and social behavior. Given the role of Morc1 in mood disorders, the mPFC was analyzed regarding Morc1 expression. On peripheral level, two key mood-regulating neurotransmitters namely glutamate and gamma-Aminobutyric acid (GABA) are getting broader attention in the pathogenesis of stress-related disorders26–29. These neurotransmitters are detectable in psychopathological conditions such as depression in humans3 due to blood–brain barrier alterations30. MS has demonstrated to permanently alter GABAergic and glutamate transmission and behavioral stress responses31,32. Several clinical studies demonstrate altered concentrations of glutamate33 and GABA34 in depressed patients’ serum, plasma, or cerebrospinal fluids. Thus, investigating glutamate and GABA serum levels in dams after MS could provide further insights but also enable translational results comparable with findings in humans. In this study, we combine a behavioral, neurochemical, and peripheral approach to characterize dams’ alterations.
Results
Behavioral results
Maternal care and USV detection
Repeated measurements for parameters over the 4 testing days showed significant results between the groups: F(1/15) = 286.25; P = 0.000.
Dams subjected to separation exhibited significantly more licking and grooming (LG) than non-separated dams at all days measured (postnatal day (PD)2: t(14) = − 2.875; P = 0.01; PD6: t(14) = − 3,96; P = 0.00; PD14: t(14) = − 4,62; P = 0.00; PD20: t(14) = − 4,72; P = 0.00, Fig.1A).
Arched-back nursing also significantly differed at the 4 time points with separated dams displaying more arched-back nursing behavior (PD2: t(14) = − 4,537; P = 0.00; PD6: t(14) = − 8,68; P = 0.00; PD14: t(14) = − 4,537; P = 0.00; PD20: t(14) = − 5.9; P = 0.00; see Fig. 1B).
Self-grooming behavior was significantly lower in separated dams at PD6, PD14 and PD20, but not at PD2 (PD2: t(14) = 2.08; P = 0.06; PD6: t(14) = 3.19; P = 0.01; PD14: t(14) = 3,73; P = 0.00; PD20: t(14) = 6,26, P = 0.00). Interestingly, the rearing time also significantly differed at PD6 and PD20 with lower scores in separated dams (PD6: t(14) = 3,16, P = 0.00; PD20: t(14) = 3,21; P = 0.01). Both groups did not differ in time until first pup was retrieved at any of the measured days (PD2: t(14) = − 2.81; P = 0.78; PD6: t(14) = − 2.22; P = 0.047; PD14: t(14) = 1.02; P = 0.32; PD20: t(14) = 1.10, P = 0.30). Also, the experimental groups did not differ in time until the complete litter was retrieved to the nest at any of the days investigated (PD2: t(14) = − 1.61; P = 0.13; PD6: t(14) = − 1.30; P = 0.22; PD14: t(14) = − 1.00; P = 0.33; PD20: t(14) = 1.00, P = 0.35).
Repeated measures for 50-kHz frequencies with unmodulated flat frequencies for all days measured revealed significant differences between days (F(1/14) = 121.37; P = 0.000), see Fig. 1C. The 22-kHz frequencies also showed significant between groups results when all 4 days were measured (F(1/15) = 13.64; P = 0.002), see Fig. 1D. For both, 22- and 50-kHz significant results were obtained at PD20 but not at the other days when using student’s t-test (for 50-kHz PD20: t(14) = − 3957, P = 0.00; for 22-kHz PD20: control: t(14) = − 2,65; P = 0.02).
Anxiety-like behavior
EPM did not reveal significant differences between groups by time spent in the open arms (control: t(10) = 1.478; P = 0.17). The mean number of marbles fully covered did not differ significantly between groups (control: t(10) = 0.158; P = 0.877). Test results are given in the supplementary Table 2.
Neurobiological alterations
Dams exposed to chronic separation from pups for four hours daily demonstrated significantly higher Morc1 delta CT values compared to controls: F(1, 15.5) = 8.19; P < 0.01 measured in the mPFC region (Fig. 2A). Values are given in supplementary Table 3.
No significant correlations were found with Morc1 mRNA levels for the parameters with significant behavioral results (Morc1 compared to LG: r = − 0.04; Arched-back nursing: r = 0.34; PD20: 22-kHz: r = 0.14; PD20: 50-kHz r = 0.02). Interestingly, Morc1 levels showed significant correlations with the parameters of self-grooming, first pup retrieval and complete pup retrieval at the last day measured (Morc1 and Self-grooming at PD20: r = − 0.594, P = 0.04; Morc1 and first pup retrieval at PD20: r = − 0.814, P = 0.01; Morc1 and complete pup retrieval at PD20: r = − 0.922, P = 0.01). However, after correcting for multiple testing these values did not reach significance. Furthermore, no significant correlations with Morc1 mRNA levels and anxiety-like measures were detected (Morc1 to marbles fully buried: r = − 0.33 and EPM time spent in open arms: r = − 0.127).
Further, we could not detect significant alterations in the hippocampus Nr3c1 mRNA expression between groups (F(1, 14) = 0.00; P = 0.99) (Fig. 2B).
Serum GABA and glutamate
The one-Way ANOVA analysis for elevations did only reach statistical significance for GABA (F(1,27) = 4.29; P = 0.048) but not for glutamate in (F(1,27) = 0.14 ; P = 0.72) (Fig. 2C, D). Test results are given in supplementary Table 4.
Discussion
Upon reunion, MS lead to overall increased maternal care and an increased number of calls emitted. It might be possible that increased maternal behavior is a manifestation of anxiety leading to exaggerated maternal care similar to overcompensation seen in humans. However, as we did not observe altered anxiety but increased 50-kHz emission, the rewarding aspect upon reunion seems to be more likely. Further studies are needed to support this claim. Testing for changes in anxiety behavior did not show significant differences between groups. However, anxiety behavior might be influenced by estrus as dams tested in the proestrus generally spent more time in the open35. Moreover, most studies using the long MS paradigm did not find any alterations in anxiety-like behavior in dams36,37 suggesting no direct effect of MS on the anxiety state of dams.
Neurobiological measurements revealed less Morc1 mRNA in the mPFC after MS exposure but no differences in hippocampal Nr3c1 mRNA expression. Regarding serum level analysis, significantly higher GABA levels were found in dams subjected to MS compared to controls whereas glutamate levels did not differ.
It seems that MS in rat dams during the vulnerable time of postpartum can be seen analogous to the vulnerable timeframe of pups. Accordingly, MS affects both, dams and pups and thus, it is not possible to distinguish between effects induced by the separation alone or by the altered interaction between dams and pups. The postpartum period is characterized by several physiological changes that make women prone to develop hormonal and neurochemical imbalances triggering psychiatric disorders and respective symptoms38.
As highlighted in other studies, we demonstrated that separated rat dams showed altered behavior towards the pups after experiencing separation stress. In this study, the separated dams increased the maternal care towards their pups upon reunion whereas controls demonstrated significantly higher levels of self-maintenance. Thus, the chronic postpartum stress and subsequent induction of maternal care might compensate and buffer the chronic stress of forced separation not only on the maternal side but also buffer stress-related responses on pups with maternal care as a possible mediating factor. Of note, our MS protocol proceeds very similarly to the protocol of other groups4,7. However, several differences in time and length of separations were detected39. Contrary to findings of other groups40, the dams were still maternal until the last day of testing. One interesting topic in the context of high levels of maternal behavior might be mesolimbic dopamine signaling as an up- and downregulation of this system has been shown to increase or decrease the responsiveness of maternal behavior during lactation, respectively41. Increased mesolimbic dopamine signaling in late lactation would be in line with increased positive-related 50-kHz USV upon reunion until weaning. This might illustrate that the reunion with pups is more rewarding after a long time of absence. Surprisingly, the 22-kHz frequencies at PD20 upon reunion were also higher in separated dams implying that separation has also led to negative mood-alterations compared to controls. Dams might be overstrained by their pups in a stress-induced mood, therefore increase the number of negatively associated affective calls as well.
On the other hand, the emitted USVs could also serve as a communication tool towards pups42 meaning that the increased number of calls emitted by dams upon reunion could be a response to the increased number of calls emitted by the pubs upon reunion. This could imply an affective dimension that the separation procedure is not severely limited by adaptation of dams to separation protocol but rather induces more positive and negative-related USVs in the long-term as detected in a non-invasive way of recording.
Of note, we have seen an increase in the number of 50-kHz frequencies over time which might imply the later tests were conducted with dams, the more positive emission of USVs was done by the dam upon reunion. Therefore, a constant positive affect after reunion with pups is noticeable, which is surprising given the fact that with the aging of pups, the tendency to show maternal care decreases over time. This might indicate a disruption on the behavioral level. However, the reason for the increase in maternal care in the context of the MS paradigm needs further elucidation. PD20 as the final day of testing showed significant results on both frequency ranges, but not on the first day of testing (PD2). This can show possible alterations in the affective state that are induced not immediately but rather through the repeated, chronic stress of separation. Kalinichev and colleagues also demonstrated that rat dams were more likely to emit USVs after experiencing the long MS protocol compared to controls43 underlying our results that rat dams were also affected by separation on mood level. The here found increase in 50-kHz calls is also in line with other groups18. However, one limitation of the study is that more precise analysis tools are needed to distinguish between maternal and pup USV when both are recorded simultaneously.
Gene expression downregulation of Morc1 in separated dams compared to controls was found. Downregulation of Morc1 either by knock-out variants25 or hypermethylation of Morc1 DNA22,23 has been associated with depressive symptoms in other studies.
As there were no significant differences in anxiety-like behavior between groups but significant differences in Morc1 expression it might be possible that reduced Morc1 expression could serve as a subclinical marker indicating changes before pathological alterations manifest in behavior. This would be in line with our previous study investigating healthy young adults with subclinical depressive symptoms23. The chronically stressed dams did not directly demonstrate depressive-like behavior while increasing care towards pups. Correlating Morc1 expression and maternal behavior revealed negative associations between Morc1 and self-grooming, first pup retrieval, and complete pup retrieval at the last day measured which did not reach significance after correcting for multiple testing. Again, this might reinforce the assumption of a subclinical pathological picture induced by MS and Morc1 as a potential regulator. Thus, the possible role of Morc1 in subclinical or clinical depressive symptoms needs further investigation. However, Morc1 might still be suitable for detecting chronic stress-induced neurobiological alterations.
In contrary to Morc1, our results on Nr3c1 mRNA expression in the hippocampus to analyze possible acute stress reaction adaptations in the central nervous system did not reveal significant differences between groups. This has also been shown in another study with mice dams after MS44. Nevertheless, contradictory results with higher and lower Nr3c1 mRNA expression have been reported in dams experiencing MS12,45. As Nr3c1 expression is a possible acute stress marker46, and is highly influenced by the maternal care the mother expresses upon reunion with pups47, upregulation driven by environmental factors likely compensate neuronal adaptation of respective receptor expression.
We examined GABA und glutamate serum levels as potential peripheral markers for depression48 and other stress-related disorders. Studies with depressed women showed that measurements of plasma GABA levels correlated with aggressiveness levels34. Moreover, as there are several markers associated with stress, this study aimed at covering both central and peripheral markers to better characterize Morc1′s possible role in the context of stress and depression and to facilitate translation of obtained results. Thus, finding significantly higher GABA levels after MS reinforces the pathological effects of MS on dams described above. However, other studies demonstrate that the severity of depression as a chronic stress-related disorder and its symptoms are associated with glutamate levels in the blood49,50. As stress-related disorders have an impact on the blood–brain barrier, peripheral GABA and glutamate levels can serve as a non-invasive peripheral marker to enlighten peripheral stress-induced alterations.
The fact that some behavioral and biological pathology markers were detected (as increased maternal care and USV together with increased GABA serum levels as well as decrease Morc1 mRNA) but no difference in others was shown (such as Nr3c1 mRNA and glutamate serum levels together with no altered anxiety) might indicate that long term MS exposure induces subclinical depressive changes but by the time of measurement only alters some markers and not all at once.
In conclusion, analyzing maternally separated dams on the behavioral and neurobiological level can provide important information on the vulnerable time of postpartum. Investigating the maternal side might also prove necessary when analyzing the consequences of MS on pups. As maternal behavior is significantly increased after MS, this alteration might have effects on chronic stress coping of the pups. Analyzing USVs of dams upon reunion with pups proves to be an easy-to-apply and reliable tool to characterize affective states of dams. Combining behavioral and affective analyses can expand our knowledge on several chronic stress-related disorders in animal models and humans.
Besides the sensitive neonatal period, it seems that the sensitive postpartum time is vulnerable to chronic stress-induced alterations in Morc1 expression and GABA serum levels as well. Further steps to characterize the psychopathological effects of MS on dams should include more behavioral analysis on depressive-like behavior.
Materials and methods
Animals
All experiments were conducted in accordance with the principles of Germany's Animal Welfare Act after approval by the animal ethics committee of the Landesamt für Natur, Umwelt und Verbraucherschutz (LANUV) in Northrhine-Westfalia. 32 timed-pregnant Sprague–Dawley rats (Charles River Laboratories, Sulzfeld, Germany) arrived at gestational days 13 to 15. Pregnant dams were housed separately in plastic cages at controlled room temperatures (22 °C) and humidity conditions (22 ± 2 °C and 55 ± 25%) with standard lighting (12 h light and 12 h of dark cycle, lights on at 11.00 pm). Dams were randomly assigned to MS or control group by a noninvolved colleague. The day of birth was considered PD0. At PD2 pups were sexed and culled to ten pups (if possible, pups were culled to five males and five female pups).
Experimental design
In total, 32 rat dams were tested in two cohorts. In cohort 1 (N = 16) 8 rats dams underwent MS (experimental group) and 8 dams served as control group. All dams in cohort 1 were analyzed for brain and serum alterations at PD21 but did not undergo behavioral testing. In cohort 2 (N = 16) 8 rats dams underwent MS (experimental group) and 8 dams served as control group. All dams in cohort 2 underwent behavioral testing at PD21 and were further analyzed for brain and serum alterations.
All dams were anesthetized with an intraperitoneal injection of ketamine and xylazine (ratio of 10:1) and sacrificed by decapitation for serum and brain extraction.
To obtain serum probes, trunk blood was collected immediately after decapitation. We allowed the blood to clot for 20 min at room temperature. Thereafter, it was centrifuged at room temperature at 1100 g for 20 min, serum was extracted and stored at − 80 °C. Dissected brains were stored at − 80 °C for later preparation of the hippocampus and mPFC. The estrus cycle was determined according to the protocol of Marcondes and colleagues51 to control for cycle state influences at PD21. All dams were in the same cycling stage represented by a wide-open vagina with swollen, moist, pink tissue and by mostly nucleated and some cornified epithelial cells in the vaginal smear. This stage might either reflect proestrus51 or postpartum estrus52. Concerning the molecular analysis, the number of included animals constitutes as follows. For serum analysis, two animal samples (one animal of each group) were excluded due to technical errors and one sample per group for glutamate and GABA each. Therewith, the serum of 14 control dams and 15 MS dams was included for glutamate level analysis and serum of 15 control dams and 14 MS dams for GABA level analysis. Moreover, only the animals from cohort 1 were examined for Nr3c1 mRNA levels. For three mPFC samples, the amount of extracted mRNA was not sufficient for Morc1 analysis. Therefore, they were excluded.
The sample size was chosen using G*Power statistical power analysis to ensure adequate power to detect a specific effect53.
Maternal separation
MS dams from cohort 1 and 2 (n = 16, experimental group) were separated from their pups for four hours daily from PD2–204. They were placed in a separate adjacent cage (with free access to food and water ad libitum) in the same room with the separated pups. After the separation, both dams and pups were returned to their home cages.
In controls from cohort 1 and 2 (n = 16, control group), the dam and pups were only separated for weighing for a few minutes every 4th day.
Maternal behavior
Maternal behavior assessment was conducted during the dark phase at around 4PM. Animals could habituate to the experimental room for 20–30 min before testing. On PD 2, 6, 14, and 20 mother–pup interactions of separated and control dams were videotaped for 15 min after reunion with pups. Two high-resolution SONY cameras were focusing on two sides of the maternal cage (one camera from the front and another from the side in approximately 20 cm distance). Maternal behavior parameters included: nursing (the dam arched-back over pups enabling access to dams’ nipples11, licking and grooming of pups (either head or anogenital region of pups), retrieval time of the first pup, and time to retrieve the complete litter. Furthermore, measuring time carrying pups from outside to inside the nest and time of regrouping within the nest was conducted. Parameters for self-maintenance comprised time dams spent self-grooming and rearing (with at least one paw off the ground). Maternal behavior was analyzed manually by the experimenter blinded to condition. Besides, all videos were analyzed by an independent party for subjective accuracy.
Ultrasonic vocalizations (USVs)
USVs have proven to reflect rodents’ affective state in a non-invasive and accurate way54. While positive stimuli elicit shorter 50-kHz frequency ranges (33–90 kHz), negative and aversive stimuli are associated with 22-kHz frequency spans (15–32.9 kHz)19. To assess relative changes, each dams’ USVs were counted 15 min after reunion, respectively. Real-time recording with Batlogger M (Elekon AG, Lucerne, Switzerland) was positioned rectangular above the cage in approximately 10 cm height on PD 2, 6, 14, and 21 (Fig. 2). The minimum frequency was set at 15 kHz and the maximum frequency at 155 kHz with Volume = 2 and automatic setup trigger. Recorded USVs were analyzed using BatExplorer with FFT size of 1024 and overlap of 80% (Elekon AG, Lucerne, Switzerland). To distinguish between dams’ and pups’ USVs, non-frequency-modulated calls were regarded maternal whereas pups demonstrated atypical and U-shaped calls18. Only maternal calls were counted.
Anxiety-like behavior
To assess alterations in anxiety-like behavior after MS, EPM, and marble burying55 were performed on the day of weaning (PD21). The EPM consisted of a plus-shaped maze approximately 50 cm in height. Two open arms (50 cm × 10 cm) and two closed arms (50 cm × 10 cm) faced in opposite directions. In a five-minute trial time, the time spent in the open and closed arms were scored and the frequency of crossings within the open or close spaces was measured (dams started in the enclosed arms). EPM was conducted during the dark phase at around 4PM followed by the marble burying test.
For the marble burying, 20 marbles were positioned symmetrically on a standard Macrolon IV cage on smoothened bedding. On three fourth of the cage area, four rows of five marbles were positioned. After 15 min, the number of marbles buried by dams (100% invisible) was counted. The number of buried marbles serves as an indirect measure for anxiety-like behavior55.
Real-time quantitative polymerase chain reaction (rtPCR) of mPFC and hippocampus
The mPFC was dissected according to Watson’s The Rat Brain in Stereotaxic Coordinates at bregma 2.20 mm56. For the hippocampus, the whole hippocampus was dissected as defined by Watson’s rat brain atlas56. Isolation of RNA from the hippocampus and mPFC samples were obtained using NucleoSpin TriPrep (Macherey–Nagel, Düren, Germany) with slight modifications. For each sample, 40 μl of RNase-free water was added to obtain RNA. The concentration and quality of RNA were measured using 1 μl of the sample in NanoDrop ND-1000 Spectrophotometer (PEQLAB Biotechnologie, Erlangen, Germany).
To quantify mRNA levels, RNA was first reverse transcribed to cDNA using the High-Capacity RNA-to-cDNA Kit (Thermofisher Scientific, Darmstadt, Germany) according to the manufacturer’s protocol. Then, 60 ng of cDNA to detect Morc1 mRNA levels in the mPFC and 60 ng of cDNA to detect Nr3c1 mRNA levels in the hippocampus were quantified. The TaqMan hybridization with TaqMan Gene Expression Master Mix and primers using TaqMan gene expression assay for Morc1 (Rn01474745_m1) and Nr3c1 (Rn00561369_m1) were used. The number of target genes was normalized to the housekeeping genes Glyceraldehyde-3-phosphate dehydrogenase (Rn01775763_g1) and Actin, beta (Rn00667869_m1). The rtPCR (Applied Biosystems 7500 Fast Real-Time PCR System) reaction was quantified by the number of cycle thresholds (Delta CT method). All samples and standards were assayed in duplicates. Delta CT was calculated as delta CT = CT Morc1–(CT GAPDH + CT beta Actin). Both housekeeping genes have demonstrated stable expression in stress conditions57,58.
High-performance liquid chromatography (HPLC) for serum GABA and glutamate
HPLC grade acetonitrile was obtained from VWR Chemicals (Langenfeld, Germany). Phtalaldehyd, 2-mercaptoethanol, glutamate, and GABA were ordered from SIGMA (Sigma-Aldrich, Taufkirchen, Germany). Furthermore, 1 M sodium hydroxide (Waldeck, Münster, Germany), methanol (Carl Roth, Karlsruhe, Germany), perchloric acid (Sigma-Aldrich, Steinheim, Germany), phosphor acid (J.T. Baker, Deventer, Netherlands) and 1 M hydrochloric acid and sodium bicarbonate from stock were used. All reagents were of the highest purity available, and solely Milli-Q deionized water was used.
Dilution series for GABA and glutamate standards were created for every new mobile phase setup before samples were assessed. For analytic identification and quantification, GABA and glutamate in serum were identified by their characteristic retention times as determined by standard injections of GABA and glutamate. The calibration curve of standard solutions was obtained from a blank, and at least four standard solutions, and the correlation coefficients of the curves were not less than 0.98. For sample preparation, 50 μl serum samples were deproteinized using an equal volume of 0.1 M perchloric acid to extract free amino acids. Serum samples and perchloric acid were centrifuged (15 min, 10,000 rpm, 4 °C) and put on ice. Then, 30 μl of supernatant was loaded into the vials. For the derivatization procedure, O-phtalaldehyde was synthesized. Samples of each serum probe were conducted in duplicates.
The serum glutamate and GABA protocol of Lee59 was adapted with slight modifications: Two mobile phases with 5% (pH 3.54) and 28% acetonitrile (pH 3.14) were set up separately using phosphoric acid to adjust pH (reverse phase chromatography).
Sample peak areas were measured via Labsolutions integrator system (LCsolution Version 1.24 SP1 Integration Time Program) and compared with the calibration curve standard to quantify respective concentrations. Data analysis parameters for area integration for all probes were determined with the width of 2000s, the slope of 10–30 μV/min, the drift of 0 μV/min, the doubling time (T.DBL) of 1000 min, the minimum areas/height of 1000 counts. Moreover, the integration areas were calculated with horizontal baseline, and negative peaks were rejected.
HPLC analysis was performed with the HPLC system consisted of an LC10AB chromatograph, an RF-10A XL fluorescence detector, an LC-10 AD pump, a CBM-20A system controller, a CTO-20AC oven, and a SIL-20AC autosampler system (Shimadzu, Langenfeld, Germany). All samples were injected and separated onto a reversed-phase 5µ C18 (125 mm × 4 mm) column (Multospher 100 RP 18-5µ) protected by a 30 µm pre-separation filter (Miltenyi Biotec, Germany).
Statistical analysis
For maternal care, a second independent rater reexamined all video material. Intraclass correlation is an established statistical method to assess interrater differences of video material in subjective mother-infant relationships60. Only parameters showing an excellent inter-rater agreement61 with r = > 0.75 were used for further analysis. Thus, the parameter carrying of pups (r = 0.59 and Cronbach’s Alpha = 0.61) was excluded.
Each maternal care parameter was analyzed separately. For the analysis, 2 treatments (separation or control) × 4 time points (PD2, PD6, PD14, and PD20) were analyzed in a two-way, repeated measures Analysis of Variance (ANOVA) for all parameters36 and significance was set at p < 0.00625 to control for False Discovery Rate (FDR) when analyzing multiple comparisons (P-value < 0.05 divided by 2 treatments with 4 time points). Only treatment effects, but no time point or treatment × time point interaction effects were found, and thus group differences were further analyzed by student's t-test62. Analogous to maternal care videos, USVs were analyzed separately for the two frequency ranges using the repeated measures ANOVA applying FDR, followed by student’s t-test. Anxiety behavior was also assessed using student’s t-test.
Data were correlated using Pearson’s correlation coefficient.
Brain and serum data were analyzed using a One-Way ANOVA with group as an independent variable (separation or control) and GABA and glutamate serum concentrations, delta CT values of Morc1 and Nr3c1 as dependent variables. Statistical analysis was performed using SPSS (IBM SPSS Statistics 25). Significance levels were set at p-value < 0.05.
Supplementary Information
Abbreviations
- ANOVA
Analysis of variance
- ELS
Early life stress
- EPM
Elevated-plus maze test
- FDR
False discovery rate
- GABA
Gamma-aminobutyric acid
- HPLC
High-performance liquid chromatography
- mPFC
Medial prefrontal cortex
- Morc1
MORC family CW-type zinc finger 1
- Nr3c1
Nuclear receptor subfamily 3 group C member 1
- MS
Maternal separation
- PD
Postnatal day
- PPD
Postpartum depression
- RT-PCR
Real-time quantitative polymerase chain reaction
- USV
Ultrasonic vocalizations
Author contributions
N.F., A.M., and I.B. designed the study. I.B. performed the experiments and was supported by A.M. The manuscript was written by I.B, A.M., and N.F. All authors approved the manuscript. This manuscript is our original work, and it is submitted for first publication.
Funding
Open Access funding enabled and organized by Projekt DEAL and by the DFG Open Access Publication Funds of the Ruhr-Universität Bochum.
Competing interests
The authors declare no competing interests.
Footnotes
Publisher's note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
The online version contains supplementary material available at 10.1038/s41598-020-80087-6.
References
- 1.Gareau MG, Jury J, MacQueen G, Sherman PM, Perdue MH. Probiotic treatment of rat pups normalises corticosterone release and ameliorates colonic dysfunction induced by maternal separation. Gut. 2007;56:1522–1528. doi: 10.1136/gut.2006.117176. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Uhelski ML, Fuchs PN. Maternal separation stress leads to enhanced emotional responses to noxious stimuli in adult rats. Behav. Brain Res. 2010;212:208–212. doi: 10.1016/j.bbr.2010.03.055. [DOI] [PubMed] [Google Scholar]
- 3.Veenema AH, Bredewold R, Neumann ID. Opposite effects of maternal separation on intermale and maternal aggression in C57BL/6 mice: Link to hypothalamic vasopressin and oxytocin immunoreactivity. Psychoneuroendocrinology. 2007;32:437–450. doi: 10.1016/j.psyneuen.2007.02.008. [DOI] [PubMed] [Google Scholar]
- 4.Freund N, Thompson BS, DeNormandie J, Vaccarro K, Andersen SL. Windows of vulnerability: Maternal separation, age, and fluoxetine on adolescent depressive-like behavior in rats. Neuroscience. 2013;249:88–97. doi: 10.1016/j.neuroscience.2013.06.066. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Hock E, McBride S, Gnezda MT. Maternal separation anxiety: Mother–infant separation from the maternal perspective. Child Dev. 1989;60:793–802. doi: 10.2307/1131019. [DOI] [Google Scholar]
- 6.Aisa B, Tordera R, Lasheras B, Del Río J, Ramírez MJ. Cognitive impairment associated to HPA axis hyperactivity after maternal separation in rats. Psychoneuroendocrinology. 2007;32:256–266. doi: 10.1016/j.psyneuen.2006.12.013. [DOI] [PubMed] [Google Scholar]
- 7.Lehmann J, Feldon J. Long-term biobehavioral effects of maternal separation in the rat: Consistent or confusing? Rev. Neurosci. 2000;11:383–408. doi: 10.1515/REVNEURO.2000.11.4.383. [DOI] [PubMed] [Google Scholar]
- 8.Lippmann M, Bress A, Nemeroff CB, Plotsky PM, Monteggia LM. Long-term behavioural and molecular alterations associated with maternal separation in rats. Eur. J. Neurosci. 2007;25(10):3091–3098. doi: 10.1111/j.1460-9568.2007.05522.x. [DOI] [PubMed] [Google Scholar]
- 9.Monroy E, Hernández-Torres E, Flores G. Maternal separation disrupts dendritic morphology of neurons in prefrontal cortex, hippocampus, and nucleus accumbens in male rat offspring. J. Chem. Neuroanat. 2010;40:93–101. doi: 10.1016/j.jchemneu.2010.05.005. [DOI] [PubMed] [Google Scholar]
- 10.Brummelte S, Galea LAM. Chronic corticosterone during pregnancy and postpartum affects maternal care, cell proliferation and depressive-like behavior in the dam. Horm. Behav. 2010;58:769–779. doi: 10.1016/j.yhbeh.2010.07.012. [DOI] [PubMed] [Google Scholar]
- 11.Macrì S, Mason GJ, Würbel H. Dissociation in the effects of neonatal maternal separations on maternal care and the offspring’s HPA and fear responses in rats. Eur. J. Neurosci. 2004;20:1017–1024. doi: 10.1111/j.1460-9568.2004.03541.x. [DOI] [PubMed] [Google Scholar]
- 12.Maniam J, Morris MJ. Long-term postpartum anxiety and depression-like behavior in mother rats subjected to maternal separation are ameliorated by palatable high fat diet. Behav. Brain Res. 2010;208:72–79. doi: 10.1016/j.bbr.2009.11.005. [DOI] [PubMed] [Google Scholar]
- 13.Smith JW, Seckl J, Evans AT, Costall B, Smythe JW. Gestational stress induces post-partum depression-like behaviour and alters maternal care in rats. Psychoneuroendocrinology. 2004;29:227–244. doi: 10.1016/S0306-4530(03)00025-8. [DOI] [PubMed] [Google Scholar]
- 14.Alves RL, Portugal CC, Summavielle T, Barbosa F, Magalhães A. Maternal separation effects on mother rodents’ behaviour: A systematic review. Neurosci. Biobehav. Rev. 2019;117:98–109. doi: 10.1016/j.neubiorev.2019.09.008. [DOI] [PubMed] [Google Scholar]
- 15.Bousalham R, Benazzouz B, Hessni AE, Ouichou A, Mesfioui A. Maternal separation affects mothers’ affective and reproductive behaviors as well as second offspring’s emotionality. Test. 2013;2013:409–414. [Google Scholar]
- 16.Sung YH, et al. Depression-like state in maternal rats induced by repeated separation of pups is accompanied by a decrease of cell proliferation and an increase of apoptosis in the hippocampus. Neurosci. Lett. 2010;470:86–90. doi: 10.1016/j.neulet.2009.12.063. [DOI] [PubMed] [Google Scholar]
- 17.Boccia ML, et al. Repeated long separations from pups produce depression-like behavior in rat mothers. Psychoneuroendocrinology. 2007;32:65–71. doi: 10.1016/j.psyneuen.2006.10.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Stevenson CW, et al. Neonatal maternal separation alters reward-related ultrasonic vocalizations in rat dams. Behav. Brain Res. 2009;200:232–236. doi: 10.1016/j.bbr.2009.01.035. [DOI] [PubMed] [Google Scholar]
- 19.Brudzynski SM. Pharmacology of ultrasonic vocalizations in adult rats: Significance, call classification and neural substrate. Curr. Neuropharmacol. 2015;13:180–192. doi: 10.2174/1570159X13999150210141444. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Heun-Johnson H, Levitt P. Early-life stress paradigm transiently alters maternal behavior, dam-pup interactions, and offspring vocalizations in mice. Front. Behav. Neurosci. 2016;10:1–18. doi: 10.3389/fnbeh.2016.00142. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Nagy G, Banky Z, Takacs L. Rapid decrease of plasma prolactin levels in lactating rats separated from their pups. Endocrinol. Exp. 1983;17(3–4):311–316. [PubMed] [Google Scholar]
- 22.Nieratschker V, et al. MORC1 exhibits cross-species differential methylation in association with early life stress as well as genome-wide association with MDD. Transl. Psychiatry. 2014;4:e429. doi: 10.1038/tp.2014.75. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Mundorf A, Schmitz J, Güntürkün O, Freund N, Ocklenburg S. Methylation of MORC1: A possible biomarker for depression? J. Psychiatr. Res. 2018;103:208–211. doi: 10.1016/j.jpsychires.2018.05.026. [DOI] [PubMed] [Google Scholar]
- 24.Thomas M, et al. Investigation of MORC1 DNA methylation as biomarker of early life stress and depressive symptoms. J. Psychiatr. Res. 2020;120:154–162. doi: 10.1016/j.jpsychires.2019.10.019. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Schmidt M, et al. Morc1 knockout evokes a depression-like phenotype in mice. Behav. Brain Res. 2016;296:7–14. doi: 10.1016/j.bbr.2015.08.005. [DOI] [PubMed] [Google Scholar]
- 26.Fogaça MV, Duman RS. Cortical GABAergic dysfunction in stress and depression: New insights for therapeutic interventions. Front. Cell. Neurosci. 2019;13:87. doi: 10.3389/fncel.2019.00087. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Zhao J, et al. Prefrontal alterations in GABAergic and glutamatergic gene expression in relation to depression and suicide. J. Psychiatr. Res. 2018;102:261–274. doi: 10.1016/j.jpsychires.2018.04.020. [DOI] [PubMed] [Google Scholar]
- 28.Kendell SF, Krystal JH, Sanacora G. GABA and glutamate systems as therapeutic targets in depression and mood disorders. Expert Opin. Ther. Targets. 2005;9:153–168. doi: 10.1517/14728222.9.1.153. [DOI] [PubMed] [Google Scholar]
- 29.Krystal JH, et al. Glutamate and GABA systems as targets for novel antidepressant and mood-stabilizing treatments. Mol. Psychiatry. 2002;7:S71. doi: 10.1038/sj.mp.4001021. [DOI] [PubMed] [Google Scholar]
- 30.Ngo D-H, Vo TS. An updated review on pharmaceutical properties of gamma-aminobutyric acid. Molecules. 2019;24:2. doi: 10.3390/molecules24152678. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Hsu F-C, et al. Repeated neonatal handling with maternal separation permanently alters hippocampal GABAA receptors and behavioral stress responses. Proc. Natl. Acad. Sci. 2003;100:12213–12218. doi: 10.1073/pnas.2131679100. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Odeon MM, Salatino AE, Acosta GB. Consequences of postnatal stress: Maternal separation in rats induces long-lasting changes on glutamate transporters. Clin. Exp. Pharmacol. 2013;3:2. [Google Scholar]
- 33.Kim S. Oxytocin and postpartum depression: Delivering on what’s known and what’s not. Brain Res. 2015;64:2391–2404. doi: 10.1016/j.brainres.2013.11.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Bjork JM, et al. Plasma GABA levels correlate with aggressiveness in relatives of patients with unipolar depressive disorder. Psychiatry Res. 2001;101:131–136. doi: 10.1016/S0165-1781(01)00220-7. [DOI] [PubMed] [Google Scholar]
- 35.Mechan AO, et al. A comparison between Dark Agouti and Sprague–Dawley rats in their behaviour on the elevated plus-maze, open-field apparatus and activity meters, and their response to diazepam. Psychopharmacology. 2002;159:188–195. doi: 10.1007/s002130100902. [DOI] [PubMed] [Google Scholar]
- 36.Boccia ML, Pedersen CA. Brief vs long maternal separations in infancy: Contrasting relationships with adult maternal behavior and lactation levels of aggression and anxiety. Psychoneuroendocrinology. 2001;26:657–672. doi: 10.1016/S0306-4530(01)00019-1. [DOI] [PubMed] [Google Scholar]
- 37.Aguggia JP, Suárez MM, Rivarola MA. Early maternal separation: Neurobehavioral consequences in mother rats. Behav. Brain Res. 2013;248:25–31. doi: 10.1016/j.bbr.2013.03.040. [DOI] [PubMed] [Google Scholar]
- 38.Beck CT. Predictors of postpartum depression: An update. Nurs. Res. 2001;50(5):275–285. doi: 10.1097/00006199-200109000-00004. [DOI] [PubMed] [Google Scholar]
- 39.Tan S, Ho HS, Song AY, Low J, Je HS. Maternal separation does not produce a significant behavioral change in mice. Exp. Neurobiol. 2017;26(6):390–398. doi: 10.5607/en.2017.26.6.390. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Champagne FA, Francis DD, Mar A, Meaney MJ. Variations in maternal care in the rat as a mediating influence for the effects of environment on development. Physiol. Behav. 2003;79:359–371. doi: 10.1016/S0031-9384(03)00149-5. [DOI] [PubMed] [Google Scholar]
- 41.Grieb ZA, Vitale EM, Morrell JI, Lonstein JS, Pereira M. Decreased mesolimbic dopaminergic signaling underlies the waning of maternal caregiving across the postpartum period in rats. Psychopharmacology. 2020;237:1107–1119. doi: 10.1007/s00213-019-05441-7. [DOI] [PubMed] [Google Scholar]
- 42.Yee N, Schwarting RK, Fuchs E, Wöhr M. Increased affective ultrasonic communication during fear learning in adult male rats exposed to maternal immune activation. J. Psychiatr. Res. 2012;46:1199–1205. doi: 10.1016/j.jpsychires.2012.05.010. [DOI] [PubMed] [Google Scholar]
- 43.Kalinichev M, Easterling KW, Holtzman SG. Periodic postpartum separation from the offspring results in long-lasting changes in anxiety-related behaviors and sensitivity to morphine in Long-Evans mother rats. Psychopharmacology. 2000;152:431–439. doi: 10.1007/s002130000556. [DOI] [PubMed] [Google Scholar]
- 44.Wei L, David A, Duman RS, Anisman H, Kaffman A. Early life stress increases anxiety-like behavior in Balbc mice despite a compensatory increase in levels of postnatal maternal care. Horm. Behav. 2010;57:396–404. doi: 10.1016/j.yhbeh.2010.01.007. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Orso R, et al. Maternal behavior of the mouse dam toward pups: Implications for maternal separation model of early life stress. Stress. 2018;21(1):1–9. doi: 10.1080/10253890.2017.1389883. [DOI] [PubMed] [Google Scholar]
- 46.Liu D, et al. Maternal care, hippocampal glucocorticoid receptors, and hypothalamic-pituitary-adrenal responses to stress. Science. 1997;277:1659–1662. doi: 10.1126/science.277.5332.1659. [DOI] [PubMed] [Google Scholar]
- 47.Francis D, Diorio J, Liu D, Meaney MJ. Nongenomic transmission across generations of maternal behavior and stress responses in the rat. Science. 1999;286:1155–1158. doi: 10.1126/science.286.5442.1155. [DOI] [PubMed] [Google Scholar]
- 48.Huang T, et al. Associations of depression status with plasma levels of candidate lipid and amino acid metabolites: A meta-analysis of individual data from three independent samples of US postmenopausal women. Mol. Psychiatry. 2020;2:1–13. doi: 10.1038/s41380-020-00870-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Altamura CA, Mauri MC, Ferrara A, Moro AR. Plasma and platelet excitatory amino acids in psychiatric disorders. Am. J. Psychiatry. 1993;150:1731. doi: 10.1176/ajp.150.11.1731. [DOI] [PubMed] [Google Scholar]
- 50.Mitani H, et al. Correlation between plasma levels of glutamate, alanine and serine with severity of depression. Prog. Neuropsychopharmacol. Biol. Psychiatry. 2006;30:1155–1158. doi: 10.1016/j.pnpbp.2006.03.036. [DOI] [PubMed] [Google Scholar]
- 51.Marcondes FK, Bianchi FJ, Tanno AP. Determination of the estrous cycle phases of rats: Some helpful considerations. Braz. J. Biol. Rev. Brasleira Biol. 2002;62:609–614. doi: 10.1590/s1519-69842002000400008. [DOI] [PubMed] [Google Scholar]
- 52.Gardner WU. Biology of the laboratory mouse. Yale J. Biol. Med. 1967;39:339–340. [Google Scholar]
- 53.Faul F, Erdfelder E, Lang A-G, Buchner A. G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behav. Res. Methods. 2007;39:175–191. doi: 10.3758/BF03193146. [DOI] [PubMed] [Google Scholar]
- 54.Simola N. Rat ultrasonic vocalizations and behavioral neuropharmacology: From the screening of drugs to the study of disease. Curr. Neuropharmacol. 2015;13(2):164–179. doi: 10.2174/1570159X13999150318113800. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Malkova NV, Collin ZY, Hsiao EY, Moore MJ, Patterson PH. Maternal immune activation yields offspring displaying mouse versions of the three core symptoms of autism. Brain. Behav. Immun. 2012;26:607–616. doi: 10.1016/j.bbi.2012.01.011. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Paxinos G, Watson C. The Rat Brain in Stereotaxic Coordinates. Amsterdam: Elsevier; 2006. [Google Scholar]
- 57.de Boer ME, et al. Reference genes for QRT-PCR tested under various stress conditions in Folsomia candida and Orchesella cincta (Insecta, Collembola) BMC Mol. Biol. 2009;10:54. doi: 10.1186/1471-2199-10-54. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 58.Zainuddin A, Chua KH, Rahim NA, Makpol S. Effect of experimental treatment on GAPDH mRNA expression as a housekeeping gene in human diploid fibroblasts. BMC Mol. Biol. 2010;11:59. doi: 10.1186/1471-2199-11-59. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Lee H, Chang MJ, Kim SH. Effects of poly-γ-glutamic acid on serum and brain concentrations of glutamate and GABA in diet-induced obese rats. Nutr. Res. Pract. 2010;4:23–29. doi: 10.4162/nrp.2010.4.1.23. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Hirschmann N, Kastner-Koller U, Deimann P, Schmelzer M, Pietschnig J. Reliable and valid coding of thin slices of video footage: Applicability to the assessment of mother-child interactions. J. Psychopathol. Behav. Assess. 2018;40:249–258. doi: 10.1007/s10862-017-9630-x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Cicchetti DV. Guidelines, criteria, and rules of thumb for evaluating normed and standardized assessment instruments in psychology. Psychol. Assess. 1994;6:284. doi: 10.1037/1040-3590.6.4.284. [DOI] [Google Scholar]
- 62.Maniam J, Morris MJ. Long-term postpartum anxiety and depression-like behavior in mother rats subjected to maternal separation are ameliorated by palatable high fat diet. Behav. Brain Res. 2010;208(1):72–79. doi: 10.1016/j.bbr.2009.11.005. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.