Abstract
Numerous mental illnesses arise following stressful events in vulnerable individuals, with females being generally more affected than males. Adverse childhood experiences are known to increase the risk of developing psychopathologies and DNA methylation was demonstrated to drive the long-lasting effects of early life stress and promote stress susceptibility. Methyl-CpG binding protein 2 (MECP2), an X-linked reader of the DNA methylome, is altered in many mental disorders of stress origin, suggesting MECP2 as a marker of stress susceptibility; previous works also suggest a link between MECP2 and early stress experiences. The present work explored whether a reduced expression of MECP2 is paralleled by an increased vulnerability to the negative outcomes of stress exposure during childhood. To this aim, blood MECP2 mRNA levels were analyzed in 63 people without history of mental disorders and traits pertaining to depressive and anxiety symptom clusters were assessed as proxies of the vulnerability to develop stress-related disorders; stress exposure during childhood was also evaluated. Using structural equation modeling, we demonstrate that reduced MECP2 expression is accompanied by symptoms of anxiety/depression in association with exposure to stress in early life, selectively in healthy women. These results suggest a gender-specific involvement of MECP2 in the maladaptive outcomes of childhood adversities, and shed new light on the complex biology underlying gender bias in stress susceptibility.
Similar content being viewed by others
Introduction
Mental disorders are a serious public health issue with highly debilitating outcomes that have a significant impact on both affected individuals and society [1]. The burden associated with mental illnesses is considerable: according to the World Health Organization, in 2019 one in every eight people around the world were living with a mental disorder such as anxiety-, mood- or trauma-related disorders [2]. Access to quality mental health care and effective treatment is limited, with a substantial gap between people in need and those receiving mental health services, leading to disability and premature death due to preventable physical conditions or suicide [3].
Stressful life events clearly precede the onset of many episodes of depression and anxiety, and post-traumatic stress is known to be triggered by traumatic experiences [4, 5]. However, stress/trauma per se is not sufficient to account for the occurrence of psychopathology, and the probability to develop disorders of stress origin following adverse experiences relies on individual vulnerability [6]. Although the factors underlying interindividual differences in stress susceptibility have not yet been completely clarified, the overall disease risk profile appears to depend on the interaction among genes and environmental factors [7,8,9], which eventually shapes the way individuals respond to stress [6]. The inability to adaptively face stressors in fact clearly determines an higher incidence of psychopathology [10,11,12].
Epigenetic regulation of gene transcription is a mechanism by which the gene × environment interaction occurs. Epigenetics in fact provides a mechanism to translate environmental exposures into the modulation of gene expression, thus altering stress adaptability and influencing the probability that an individual will display susceptibility or resilience to future stressors [6].
Among the many possible epigenetic modifications, DNA methylation has been largely studied due to its extreme responsiveness to environmental stimuli. Indeed, the methylation status of specific loci appears to quantify the amount of stressors experienced throughout life [13,14,15]. Such a dynamic nature makes it a promising mediator of behavioral adaptations to environmental challenges, suggesting that it can prompt individuals to risk or resilience beyond the variability attributable to genetic factors alone. Of note, risk and resilience have been proposed to associate with an opposite methylation profile on similar genes, consistent with the idea that a disrupted balance between activation and repression of gene expression may interfere with the ability to adaptively respond to stress [15, 16].
The X-linked Methyl-CpG binding protein 2 (MECP2) is a reader of the DNA methylome and plays a major role in the regulation of gene expression in the brain [17]. MECP2 activity, which is regulated by post-translational modifications of the protein, is modulated by neuronal firing, thus strongly contributing to the adaptability of neurons to a dynamic environment [18]. Of note, stressful events early in infancy, which are recognized to be a major cause of increased vulnerability to future challenges [19], were found to affect MECP2 functionality, thus allowing an enduring reorganization of methylation and expression of stress-related genes [20], suggesting a potential involvement of this protein in shaping vulnerability to develop stress-related psychopathology [21]. In line with this, MECP2 was found to be mutated or differentially expressed in a number of mental disorders whose onset can be triggered by stress such as schizophrenia, bipolar disorder and depression [22,23,24]. Moreover, regulation of MECP2 functionality has been suggested to contribute to both depressive-like symptoms and their mitigation by selective serotonin reuptake inhibitors, as well as to drug craving in substance abuse disorders [25,26,27].
In spite of the increasing evidence of MECP2 involvement in stress-related psychopathology, its role in prompting disease vulnerability has so far received little attention. We have shown that a hypomorphic mutation in the MeCP2 gene provides vulnerability to develop behavioral and molecular features of post-traumatic stress disorder (PTSD) in trauma-exposed mice, suggesting that MECP2 could represent a marker of stress susceptibility [28, 29].
Based on this evidence, this study explored whether MECP2 expression levels may be associated with increased stress vulnerability in humans. To this aim we examined MECP2 expression levels in blood samples from healthy volunteers, and assessed MECP2 interaction with depressive and anxiety symptom clusters, hereby considered as proxies of increased risk to develop mental disorders related to stress. Previous studies have in fact demonstrated that individuals with subthreshold symptoms are more likely to develop a mental disorder compared to individuals without such symptoms [30, 31].
Given the reported connection between MECP2 function and stress early in life [21], and the widely recognized influence that the latter exerts in increasing the risk of adult psychopathology [32], we explored the possibility that childhood adversities play a fundamental role in the association between blood MECP2 levels and vulnerability to stress-related psychopathology. Therefore, we hypothesized that reduced MECP2 expression may specifically mark the increase in anxiety/depression symptoms associated with stress exposure during infancy or adolescence.
Since women are known to be more prone to develop mood- and stress-related illnesses following abuse or neglect in childhood, and MECP2 function has been linked to the establishment of developmental sex differences in mouse models [33,34,35], we assumed that the hypothesized connection between reduced levels of MECP2 and the maladaptive outcomes of early adverse experiences might be stronger among women, and thus examined the role of gender in this correlational model. Present findings underline the role of MECP2 in the risk for psychopathology and strengthen our knowledge on the gender-specific biology beneath stress vulnerability.
Materials and methods
Study participants
Sixty-three healthy volunteers of Caucasian ethnicity (23 females; mean age: 36.79, standard deviation: 15.78, range: 18–69 years of age) participated in the study (see supplementary information for further details). The sample considered in the present study overlaps with that of previous work [36, 37]. Individuals with current or lifetime mental disorders such as major depressive disorder, current or chronic substance abuse, schizophrenia or borderline personality disorder, as assessed with the Structured Clinical Interview for the Diagnostic and Statistical Manual of Mental Disorders-IV [38, 39], were excluded. Written informed consent was obtained before the experiment, which was approved by the Ethics Committee of the Medical Faculty Mannheim, Heidelberg University. The study conformed to the Code of Ethics of the World Medical Association (Declaration of Helsinki, 6th revision, 2008).
MECP2 expression
Whole blood was collected in PAXgene Blood RNA (PreAnalytiX) or Tempus Blood RNA (Applied Biosystems) Tubes (N = 16 and 47, respectively) [40]. Total RNA including miRNA was extracted using the PAXgene Blood miRNA Kit (Qiagen), or the Tempus™ Spin RNA Isolation Kit (Applied Biosystems), respectively, following the manufacturer´s protocols. The concentration of the RNA samples and the sample purity was assessed with NanoDrop 1000 Spectralphotometer (Thermo Scientific). The cDNA was synthesized by a reversed transcription reaction using the High Capacity cDNA Reverse Transcription Kit (Applied Biosystems). Quantitative PCR was performed on the QuantStudio 7 Flex Real-Time PCR System (Applied Biosystems by Life Technologies) by using TaqMan Fast Advanced Mastermix (Applied Biosystems), and the MECP2 TaqMan Gene Expression Assay Hs00172845_m1 (Applied Biosystems). The Actin Beta (ACTB) TaqMan Gene Expression Assay Hs01060665_g1 (Applied Biosystems) was used as an internal standard. Results were calculated with the QuantStudio Real-Time PCR Software v1.3 (Applied Biosystems by Thermo Fisher Scientific) by the comparative 2−ΔΔCt method and normalized to ACTB. Analyses were carried out in triplicates. An unpaired t-test revealed that blood tubes did not significantly influence MECP2 levels (t61 = −0.534, p = 0.595).
Psychometric measures
Depression and anxiety measures have been selected in representation of stress-related symptom clusters. Trait anxiety was measured with the German version of the Trait scale of the State-Trait Anxiety Inventory (STAI-T; [41]), and depressive symptoms were assessed by administering the German version of the Center for Epidemiological Studies Depression Scale (CES-D; [42]). The anxiety and depression scales of the German revised version of the Symptom Checklist-90 (SCL-90-R [43]), a self-report instrument evaluating a broad range of psychological problems, were also used for validation. Importantly, these scales are all psychometrically validated (see supplementary methods) and designed to be subjected to clinical and non-clinical (healthy) populations, mainly for research purposes or as a screening tool to identify people who may be diagnosed with a mental disorder [44, 45].
Participants’ recall of adverse experiences during childhood was assessed using the German version of the Childhood Trauma Questionnaire (CTQ; [46]), a broadly used retrospective self-report instrument aimed at quantifying the severity of emotional/physical abuse and neglect, and sexual abuse experienced up to 18 years of age. Current exposure to chronic stress was evaluated with the Trier Inventory for Chronic Stress (TICS; [47]), aimed at measuring the presence of chronic stressors in everyday life in terms of their intensity, duration and frequency (see supplementary methods).
Statistical analyses
All statistical analyses were conducted using SPSS 20.0 and AMOS 20.0 (IBM Statistics).
All data were normally distributed, or transformed, to ensure normal distribution (see supplementary information, Table S1); equality of variances was tested by means of Levène test. Unpaired t-tests and Pearson correlations were used to evaluate whether MECP2 expression differed between genders or changed with age, and the effect sizes were calculated according to Cohen [48]. Multiple regression analyses (95% confidence intervals) were used to evaluate the main and interaction effects of MECP2 expression and gender (females = 1, males = 2) on the severity of childhood adversities and of stress-related symptomatology (depressive and anxiety symptoms). In addition, regression analyses (95% confidence intervals) were used to evaluate the direct relationships between childhood adversities and a symptom profile highly associated with risk of stress-related psychopathology.
Structural Equation Modeling (SEM) with maximum likelihood estimation was then employed to test the prediction that MECP2 expression marks the increased vulnerability to stress associated with early life stress exposure in a gender-dependent manner. Since the parameters included in the model were measured at the same time, the tested hypothesis is purely correlational.
Exclusion criteria for the model were: failure to converge after 240 iterations, the presence of squared multiple correlation values greater than 1 (R2 > 1) and poor fit, estimated via the following goodness-of-fit measures: the χ2 statistic (with a good fit indicated by χ2/degrees of freedom (df) < 3), the root mean square error of approximation (RMSEA, with a good fit indicated by an index <0.08), the comparative fit index (CFI, with a good fit indicated by an index >0.95), the Tucker-Lewis Index (TLI, > 0.95 indicating acceptable fit) and the Standardized Root-Mean-Square Residual (SRMR, acceptable fit if <0.10) [49, 50]. When the overall model fit was poor, model respecifications were made by removing nonsignificant directed arcs (p > 0.05) and adding correlated paths as indicated by modification indices that were consistent with the hypothesis. The statistically significant improvements between hierarchical nested models could be assessed using the likelihood ratio (calculated as the difference in χ2 and df between the models of interest [51]). To establish mediation, indirect paths were tested for significance using a Bias-Corrected (BC) Bootstrapping method (95% confidence intervals; 2000 resamples [52]).
To examine whether the final model was specific for early life stressful experiences, it was retested with a measure of current perceived chronic stress replacing the childhood trauma scale. Also, we checked whether the final model predicted equally well anxiety and depressive symptoms when using different symptoms scales established in the literature. All tested models complied with the rule of including at least 10 observations per indicator variable [53]. For each of the analyses the alpha level was set to 0.05 [51, 54].
Results
MECP2 is overexpressed in females compared to males
We tested whether gender influenced the expression levels of MECP2, an X-linked gene, in the blood of participants. Interestingly, we found that MECP2 mRNA was significantly higher in women compared to men (t61 = 2.689, p = 0.009, Cohen’s d = 0.704; Fig. 1A), which underscores the existence of gender differences in the regulation of MECP2 expression. MECP2 levels did not significantly correlate with participants’ age (r61 = −0.155, p = 0.224), thus excluding the possibility that differences in the age of the subjects might have confounded the results.
Low MECP2 levels are associated with severe childhood adversities especially in females
To test the hypothesis that MECP2 expression might be directly associated with stress-related measures in a gender-dependent manner, multiple regression analyses were performed. No significant main or interaction effects of MECP2 and gender were found for the association with depressive or anxiety symptoms (Table 1). By contrast, growing up in an adverse environment was significantly related to higher levels of depressive symptoms (β = 0.271, p = 0.032) and trait anxiety (β = 0.373, p = 0.003), which reaffirms the existence of a link between exposure to early adversities and lasting vulnerability to stressors. See Table 1 for further details.
Of note, neither MECP2 nor gender alone were directly associated with the severity of childhood aversive experiences. Interestingly, however, gender moderated MECP2 association with childhood adversities (MECP2*gender—β = 0.285, p = 0.030). In particular, lower peripheral MECP2 expression levels were related to higher childhood adversity scores especially in female participants (Fig. 1B), further corroborating the existence of a gender-dependent association between MECP2 and stress at infancy.
Reduced MECP2 expression is linked with the negative outcomes of exposure to childhood adversities
The SEM analysis focused on the hypothesis that reduced MECP2 expression may specifically mark the increase in anxiety/depression symptoms associated with stress exposure during infancy or adolescence. In particular, in the initial base model (Table 2, 1i and Fig. S1A), we tested the hypothesis that gender moderates MECP2 prediction of stress-related symptoms via childhood adversities. The second model (Table 2, 1ii and Fig. S1B) used modification indices to test the addition of four paths to the initial model. Three of these paths included correlations: one between the symptoms of stress-related disorders (anxiety and depression) and two between the input variables (MECP2 and gender with the interaction term MECP2*gender), while the fourth path was a direct arc from gender to MECP2. The addition of these four paths significantly improved the model fit (significant likelihood ratio, p < 0.001). In the final model (Table 2, 1iii and Fig. 2) remaining nonsignificant paths were removed, and the model fit was further, although not significantly, improved. The overall model fit of this final model was satisfactory (Table 2).
In terms of variance, the final model accounted for 13.9% of the variance in anxiety symptoms and 7.3% of depressive symptoms, and these symptoms were predicted by the effects of the MECP2*gender interaction on childhood adversities (9.2%), suggesting that the relationship between childhood adversities and a symptom profile highly associated with risk of developing stress-related psychopathology is differentially marked by MECP2 in men and women.
In the final model gender was found to moderate the association between MECP2 expression and increased severity of childhood adversities (MECP2*gender—β = 0.303, p = 0.012). Worse experiences during childhood were associated with greater depressed mood (β = 0.271, p = 0.027) and increased trait anxiety (β = 0.373, p = 0.002). Depression and anxiety were positively correlated (r = 0.459, p < 0.001). See Table S2 for further details.
Bootstrapping confirmed a significant indirect pathway from MECP2*gender down to symptom outcomes, indicating that childhood adversities significantly mediated the association between MECP2 expression and symptomatology typical of stress-related disorders in a gender-dependent manner (Table 3).
MECP2 is not associated with the increase in stress-related symptomatology due to current stress exposure
To examine whether MECP2 association with symptoms of depression and anxiety was specifically mediated by stress experienced during childhood, the final model was retested with current chronic stress load (TICS) replacing childhood adversities (Chronic stress model). The goodness of fit (GOF) indices of this confirmatory model matched the criteria for model acceptance (Table 2, 2v), thus allowing the interpretation of model paths. As expected, chronic stress was significantly associated with stress-related symptomatology (depression—β = 0.426, p < 0.001; anxiety—β = 0.588, p < 0.001), leading to a high percentage of variance explained for both depression and anxiety symptoms (18.1% and 34.6%, respectively). However, current stress load was not significantly predicted by the MECP2*gender interaction (Table S2). This resulted in a lack of significance of the indirect effects of MECP2*gender on symptom outcomes (Table 3), which suggests that remote, but not current stressful experiences, selectively mediate the gender-moderated association of MECP2 with stress-related symptomatology.
The gender-specific association between MECP2 and early life stress-dependent vulnerability is confirmed using different psychometric scales
A third confirmatory model aimed at validating the strength of the final model by retesting the same path with the use of different scales measuring the severity of depression and anxiety symptoms. The GOF indices were acceptable (Table 2, 2vi). In terms of variance accounted for, the model was able to explain 4.4% of the variance for anxiety and 9% for depressive symptoms.
As expected, gender moderated the association between MECP2 expression and childhood adversities (β = 0.303, p = 0.012). Worse childhood experiences, in turn, were associated with more severe stress-related symptomatology, although the association with anxiety missed significance (depression—β = 0.300, p = 0.013; anxiety—β = 0.210, p = 0.090). Importantly, the indirect effect of the MECP2*gender interaction on symptoms of anxiety and depression remained significant (Table 3), confirming the gender-dependent mediating effect of childhood adversities on the association between MECP2 expression and stress-related symptoms over different psychometric scales. By generalizing our findings to different measures of depression and anxiety, this result further strengthens the hypothesized link between MECP2 peripheral expression and the maladaptive outcomes of exposure to early life adversities in healthy women.
Discussion
The translation of stressful experiences into mental disorders appears to be highly dependent on each subject’s vulnerability. There is a strong interest in determining the biological underpinnings of such interindividual differences in stress responses and outcomes, which would be helpful for identifying measurable markers of stress vulnerability and targets to increase resilience. The present study provides novel evidence that, in healthy people, reduced peripheral expression of MECP2 is linked with reports of adverse childhood experiences, and with the associated increase in anxiety and depression levels. Since depression and anxiety traits are key factors boosting the risk of developing stress-related psychopathology, the present findings corroborate the hypothesized link between MECP2 levels and stress susceptibility. Importantly, the reported effects were all moderated by gender, suggesting that the role of MECP2 in the regulation of stress vulnerability differs between men and women.
The present results support the involvement of MECP2 in shaping vulnerability to psychopathology. This is sustained by multiple evidence of an association between MECP2 alterations and several mental disorders, including depression, bipolar disorder, schizophrenia and substance abuse [22,23,24, 26, 55]. Evidence of MECP2 involvement in such a large spectrum of disorders, whose major common factor is the etiological component of stress, led us to postulate a role for MECP2 in shaping stress susceptibility. The present study extends the connection between stress and MECP2 to healthy conditions in a normative sample, and provides evidence that reduced MECP2 expression is associated with proxies of increased vulnerability to stressors especially in women.
Of note, previous studies on rodents outlined the involvement of MECP2 in the establishment of lasting neuroendocrine and behavioral alterations following early life challenges [20, 21]. In line with this, we show that the link between MECP2 and vulnerability to psychopathology is significantly influenced by exposure to adversities during childhood. Indeed, in accordance with previous findings [56,57,58], the severity of stressors experienced before age 18 correlates similarly with depressed mood and trait anxiety across psychometric scales. Notably, the subjects included in the present study reported early adverse experiences that do not meet the definition of traumatic; the fact that these experiences, mainly emotional abuse and neglect, hold lasting negative outcomes is in line with the clinical literature that supports a cumulative model of stress effects on vulnerability to psychopathology [59, 60].
Importantly, in this work we delineate that the increase in stress-related symptoms associated with early adversities is specifically linked with MECP2 downregulation. In fact, while current stress load also predicts higher levels of depression and anxiety, ongoing stressors fail to mediate the association between stress-related symptoms and MECP2 expression. Consistent with this, reduced levels of MECP2 mRNA in the blood of participants are associated with the reported severity of early, but not current, adverse experiences.
This selectivity may reside in the cognitive effort required when people are asked to recall events from their childhood, which is not necessary while reporting ongoing circumstances. In fact, the memory mechanisms engaged by the first, but not the second task are likely to be modulated by MECP2, whose role in learning and memory processes is widely recognized [61]. In this line, reduced MECP2 levels might come together with a blurred and biased recall of remote, but not current, experiences. However, there might also be a direct link between MECP2 levels and early stressors. Rodent studies previously demonstrated the occurrence of an interplay between MECP2 and stress exposure during infancy [20, 62,63,64], picturing MECP2 alterations as a consequence of exposure to early stressors. Indeed, early life adversities were found to induce a persistent modulation of either MECP2 functionality or expression in the brain of rodent models [21, 65, 66]. Prospective studies on human cohorts are needed to ultimately shed light on the nature of the interplay between MECP2 and stress exposure during childhood.
Interestingly, gender turned out to play a major role in this scenario. Indeed, MECP2 association with childhood adversities as well as its indirect link with stress-related symptoms, were moderated by gender. In particular, decreased MECP2 expression was associated with more severe childhood experiences especially in females, suggesting a gender-specific involvement of MECP2 in supporting stress vulnerability. In this line, gender was previously found to moderate the detrimental consequences of childhood traumas, with girls reporting histories of abuse or neglect in adolescence displaying more severe depressive symptoms than boys [67, 68]. The gender-dependent association between MECP2 levels and early adversities demonstrated in this study might provide a biological framework for the differential vulnerability to childhood traumas outlined in females and males. In this line, gender differences in DNAm, the epigenetic mark targeted by MECP2, have been previously suggested to play a role in the establishment of distinct thresholds of resilience to traumas in males and females [69, 70]. These differences probably derive from the permanent effects that sex hormones exert on the epigenetic machinery early in development (organizational effects) [71, 72]. However, as stated above, we cannot exclude that childhood adversities might have, themselves, gender-dependently altered MECP2 expression. Indeed, sex differences in the alteration of MECP2 expression upon early stress exposure have already been shown in rodent studies, although the relative direction of mRNA or protein modulation was inconsistent [66, 73, 74]. Different type and timing of the stressors might have played a role in the lack of uniformity across studies, and further research is needed to clarify and dissect the nature of the correlation between MECP2 expression and early life stress.
It is important to note that we did find significant differences in MECP2 mRNA levels in the blood of male and female participants, with women overexpressing MECP2 compared to men. Although MECP2 is not expected to escape X inactivation outside embryonic development [75, 76], multiple mechanisms, involving hormonal or genetic factors in interaction with age and tissue specificity, have been proposed to account for differences in the expression of X-linked genes between males and females [77, 78] and may be involved in the gender-dependent regulation of blood MECP2 mRNA outlined in the present work. Importantly, perinatal differences in MECP2 expression between male and female rodent brains were previously described to depend on the specific region investigated [78, 79], corroborating the relevance of a tissue-dependent regulation. A gender-specific modulation of MECP2 expression in the postnatal brain is also sustained by the sex-dependent effects of MECP2-associated neurological disorders, with MECP2 loss of function (Rett syndrome) and duplication syndromes affecting primarily girls and boys, respectively [80]. In accordance with this, we report that women expressing lower levels of MECP2 are particularly vulnerable to suffer from symptoms of depression and anxiety in association with childhood adverse experiences. These findings are also in line with the fact that girls are known to be more affected than boys by the detrimental effects of stress exposure throughout puberty, leading to a higher risk of developing mood- and stress-related disorders [33].
It is important to consider that the present findings have been obtained in healthy participants. This condition allowed us to assess significant associations between MECP2 expression and subthreshold symptoms of depression and anxiety, known to be related to an increased risk of developing psychopathology. Although the present results are limited by their correlational nature, which does not allow us to derive conclusions on the predictive role of decreased MECP2 expression with respect to prospective disease development, they may help in uncovering an innovative marker of vulnerability. Highly discriminative measures able to characterize vulnerable individuals are in fact still missing, and the multiplicity of factors involved in vulnerability to psychopathology challenges the finding of a common framework, which is needed to develop a predictive susceptibility index. So far the most promising attempts leverage merging candidate biological markers of stress susceptibility to construct integrative vulnerability measures [81]. Further research aimed at outlining novel promising markers, including epigenetic modulators, is thus encouraged.
Notably, since transcriptional profiles can be tissue-specific, peripheral MECP2 downregulation may not reflect a similar modulation within the brain, the organ where MECP2 plays its most important function, which restricts possible interpretations on the central mechanisms involved in disease risk. While further studies are certainly needed to unravel what happens to MECP2 within the brain, the relevance of its peripheral alterations for brain-related traits is encouraged by previous work that demonstrated associations between peripheral and central stress-induced epigenetic responses at MECP2-targeted loci [9, 70], and overlaps in blood and brain transcriptomic profiles in MeCP2-mutated mice [82].
In line with recent evidence on the contribution of X-linked genes to the existing gender bias in multiple mental illnesses [83, 84], the present results suggest an involvement of MECP2 in providing vulnerability to stress-related psychopathologies, especially in females. Due to the small sample size, however, the results have to be interpreted with caution and need to be replicated in larger groups. Also, to verify whether such associations can be predictive of psychopathology itself, future large-scale longitudinal studies will have to be performed that may help in assessing whether decreased MECP2 expression in healthy individuals prospectively predicts disease onset. Longitudinal evaluations might also strengthen the interpretation of the role played by childhood adversities, since these data are based on a retrospective evaluation and might be influenced by biases related to vulnerability to stressors.
Overall, the present results suggest a gender-specific involvement of low peripheral MECP2 levels in supporting vulnerability to psychopathology when persons are facing adversities during childhood. Further studies are necessary to longitudinally confirm the proposed association, by monitoring if MECP2 levels in health actually predict the likelihood of disease onset, thus representing a measurable marker of increased susceptibility for developing mental illnesses. The present findings shed new light on the complex biology underlying stress vulnerability and provide a novel promising candidate vulnerability marker to be further explored.
Data availability
Ethical restrictions to protect participant confidentiality prevent us from making anonymised study data publicly available. Readers seeking access to the study data and materials should contact the corresponding author based on a formal collaboration agreement. This formal collaboration agreement indicates that data will be shared with other researchers who agree to work with the authors, and for the sole purpose of verifying the claims in the paper. The data and materials will be released to requestors after approval of this formal collaboration agreement by the local Ethics Committee of the Medical Faculty Mannheim.
References
World Health Organization. Mental disorders. 2022. https://www.who.int/news-room/fact-sheets/detail/mental-disorders.
Institute of Health Metrics and Evaluation. Global Health Data Exchange (GHDx). https://vizhub.healthdata.org/gbd-results/, accessed 14 May 2022.
World Health Organization. Mental Health ATLAS 2020. Geneva: WHO; 2021.
Young E, Abelson J, Curtis G, Nesse R. Childhood adversity and vulnerability to mood and anxiety disorders. Depress Anxiety. 1997;5:66–72.
American Psychiatric Association. Diagnostic and statistical manual of mental disorders (5th ed.). 2013. https://doi.org/10.1176/appi.books.9780890425596.744053.
Zannas AS, West AE. Epigenetics and the regulation of stress vulnerability and resilience. Neuroscience. 2014;264:157–70.
Misganaw B, Guffanti G, Lori A, Abu-Amara D, Flory JD, Hammamieh R, et al. Polygenic risk associated with post-traumatic stress disorder onset and severity. Transl Psychiatry. 2019;9:165.
Smoller JW. The genetics of stress-related disorders: PTSD, depression, and anxiety disorders. Neuropsychopharmacology. 2016;41:297–319.
Klengel T, Mehta D, Anacker C, Rex-Haffner M, Pruessner JC, Pariante CM, et al. Allele-specific FKBP5 DNA demethylation mediates gene–childhood trauma interactions. Nat Neurosci. 2013;16:33–41.
Olff M, Langeland W, Gersons BPR. The psychobiology of PTSD: coping with trauma. Psychoneuroendocrinology. 2005;30:974–82.
Osório C, Probert T, Jones E, Young AH, Robbins I. Adapting to stress: understanding the neurobiology of resilience. Behav Med. 2017;43:307–22.
Thomson P, Jaque SV. Depersonalization, adversity, emotionality, and coping with stressful situations. J Trauma Dissoc. 2018;19:143–61.
Koenen KC, Uddin M, Chang SC, Aiello AE, Wildman DE, Goldmann E, et al. SLC6A4 methylation modifies the effect of the number of traumatic events on risk for posttraumatic stress disorder. Depress Anxiety. 2011;28:639–47.
Lebow MA, Schroeder M, Tsoory M, Holzman-Karniel D, Mehta D, Ben-Dor S, et al. Glucocorticoid-induced leucine zipper “quantifies” stressors and increases male susceptibility to PTSD. Transl Psychiatry. 2019;9:178.
Zovkic I, Meadows J, Kaas G, Sweatt D. Interindividual variability in stress susceptibility: a role for epigenetic mechanisms in PTSD. Front Psychiatry. 2013;4:60.
Elliott E, Ezra-Nevo G, Regev L, Neufeld-Cohen A, Chen A. Resilience to social stress coincides with functional DNA methylation of the Crf gene in adult mice. Nat Neurosci. 2010;13:1351–3.
Lyst MJ, Bird A. Rett syndrome: a complex disorder with simple roots. Nat Rev Genet. 2015;16:261–75.
Fasolino M, Zhou Z. The crucial role of DNA methylation and MeCP2 in neuronal function. Genes (Basel). 2017;8:141.
Daskalakis NP, Bagot RC, Parker KJ, Vinkers CH, de Kloet ER. The three-hit concept of vulnerability and resilience: toward understanding adaptation to early-life adversity outcome. Psychoneuroendocrinology. 2013;38:1858–73.
Murgatroyd C, Patchev AV, Wu Y, Micale V, Bockmühl Y, Fischer D, et al. Dynamic DNA methylation programs persistent adverse effects of early-life stress. Nat Neurosci. 2009;12:1559–66.
Zimmermann CA, Hoffmann A, Raabe F, Spengler D. Role of Mecp2 in experience-dependent epigenetic programming. Genes (Basel). 2015;6:60–86.
Curie A, Lesca G, Bussy G, Manificat S, Arnaud V, Gonzalez S, et al. Asperger syndrome and early-onset schizophrenia associated with a novel MECP2 deleterious missense variant. Psychiatr Genet. 2017;27:105–9.
D’Addario C, Palazzo MC, Benatti B, Grancini B, Pucci M, Di Francesco A, et al. Regulation of gene transcription in bipolar disorders: role of DNA methylation in the relationship between prodynorphin and brain derived neurotrophic factor. Prog Neuro Psychopharmacol Biol Psychiatry. 2018;82:314–21.
Su M, Hong J, Zhao Y, Liu S, Xue X. MeCP2 controls hippocampal brain-derived neurotrophic factor expression via homeostatic interactions with microRNA‑132 in rats with depression. Mol Med Rep. 2015;12:5399–406.
Hutchinson AN, Deng JV, Aryal DK, Wetsel WC, West AE. Differential regulation of MeCP2 phosphorylation in the CNS by dopamine and serotonin. Neuropsychopharmacology. 2012;37:321–37.
Hutchinson AN, Deng JV, Cohen S, West AE. Phosphorylation of MeCP2 at Ser421 contributes to chronic antidepressant action. J Neurosci. 2012;32:14355–63.
Ausió J, Martinez de Paz A, Esteller M. MeCP2: the long trip from a chromatin protein to neurological disorders. Trends Mol Med. 2014;20:487–98.
Cosentino L, Vigli D, Medici V, Flor H, Lucarelli M, Fuso A, et al. Methyl-CpG binding protein 2 functional alterations provide vulnerability to develop behavioral and molecular features of post-traumatic stress disorder in male mice. Neuropharmacology. 2019;160:107664.
Cosentino L, Bellia F, Pavoncello N, Vigli D, D’Addario C, De Filippis B. Methyl-CpG binding protein 2 dysfunction provides stress vulnerability with sex- and zygosity-dependent outcomes. Eur J Neurosci. 2021. https://doi.org/10.1111/ejn.15165.
Shankman S, Lewinsohn P, Klein D, Small J, Seeley J, Altman S. Subthreshold conditions as precursors for full syndrome disorders: a 15-year longitudinal study of multiple diagnostic classes. J Child Psychol Psychiatry. 2009;50:1485–94.
Lee Y, Stockings E, Harris M, Doi S, Page I, Davidson S, et al. The risk of developing major depression among individuals with subthreshold depression: a systematic review and meta-analysis of longitudinal cohort studies. Psychol Med. 2019;49:92–102.
Kessler R, McLaughlin K, Green J, Gruber M, Sampson N, Zaslavsky A, et al. Childhood adversities and adult psychopathology in the WHO World Mental Health Surveys. Br J Psychiatry. 2010;197:378–85.
Hodes GE, Epperson CN. Sex differences in vulnerability and resilience to stress across the life span. Biol Psychiatry. 2019;86:421–32.
Forbes-Lorman RM, Rautio JJ, Kurian JR, Auger AP, Auger CJ. Neonatal MeCP2 is important for the organization of sex differences in vasopressin expression. Epigenetics. 2012;7:230–8.
Kurian JR, Bychowski ME, Forbes-Lorman RM, Auger CJ, Auger AP. Mecp2 organizes juvenile social behavior in a sex-specific manner. J Neurosci. 2008;28:7137–42.
Siehl S, Wicking M, Pohlack S, Winkelmann T, Zidda F, Steiger-White F, et al. Structural white and gray matter differences in a large sample of patients with Posttraumatic Stress Disorder and a healthy and trauma-exposed control group: diffusion tensor imaging and region-based morphometry. NeuroImage Clin. 2020;28:102424.
Zidda F, Andoh J, Pohlack S, Winkelmann T, Dinu-Biringer R, Cavalli J, et al. Default mode network connectivity of fear- and anxiety-related cue and context conditioning. Neuroimage. 2018;165:190–9.
Fydrich T, Renneberg B, Schmitz B, Wittchen H. Strukturiertes Klinisches Interview für DSM-IV Achse II: Persönlichkeitsstörungen (SKID-II) [Structured clinical interview for DSM-IV, Axis II: Personality disorders]. Göttingen: Hogrefe, 1997.
Wittchen HU, Wunderlich U, Gruschwitz S, Zaudig M. Strukturiertes klinisches Interview für DSM-IV, Achse I: Psychische Störungen (SKID-I) [Structured clinical interview for DSM-IV, Axis I: Mental disorders]. Göttingen: Hogrefe, 1997.
Witt S, Dukal H, Hohmeyer C, Radosavljevic-Bjelic S, Schendel D, Frank J, et al. Biobank of Psychiatric Diseases Mannheim—BioPsy. Open J Bioresour. 2016. https://doi.org/10.5334/ojb.18.
Laux L, Glanzmann P, Schaffner P, Spielberger C. Das State-Trait Angstinventar [The state-trait anxiety inventory]. Göttingen: Hogrefe, 1981.
Hautzinger M, Bailer M. Allgemeine Depressions-Skala [General Depression-Scale]. Hogrefe; Göttingen, 1993.
Franke GH. Die Symptom-Checkliste von Derogatis–Deutsche Version (SCL-90-R) [The symptom checklist by Derogatis-German version]. Göttingen: Beltz, 1995.
Radloff LS. The CES-D Scale: A Self-Report Depression Scale for Research in the General Population. Appl Psychol Meas. 1977;1:385–401.
Ortuño-Sierra J, García-Velasco L, Inchausti F, Debbané M, Fonseca-Pedrero E. New approaches on the study of the psychometric properties of the STAI. Actas Esp Psiquiatr. 2016;44:83–92.
Wingenfeld K, Spitzer C, Mensebach C, Grabe H, Hill A, Gast U, et al. Die deutsche Version des Childhood Trauma Questionnaire (CTQ): Erste Befunde zu den psychometrischen Kennwerten [The German Version of the Childhood Trauma Questionnaire (CTQ): Preliminary Psychometric Properties]. Psychother Psychosom Med Psychol. 2010;60:442–50.
Schulz P, Schlotz W, Becker P. Trierer Inventar zum Chronischen Stress (TICS) [Trier Inventory for Chronic Stress (TICS)]. Gottingen, Germany: Hogrefe; 2004.
Cohen J. Statistical power analysis for the behavioural sciences. Hillside: NJ Lawrence Earlbaum Assoc; 1988.
Schreiber JB, Stage FK, King J, Nora A, Barlow EA. Reporting structural equation modeling and confirmatory factor analysis results: a review. J Educ Res. 2006;99:323–38.
Hu L, Bentler P. Cutoff criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Struct Equ Model A Multidiscip J. 1999;6:1–55.
Gatt JM, Nemeroff CB, Dobson-Stone C, Paul RH, Bryant RA, Schofield PR, et al. Interactions between BDNF Val66Met polymorphism and early life stress predict brain and arousal pathways to syndromal depression and anxiety. Mol Psychiatry. 2009;14:681–95.
Preacher KJ, Hayes AF. Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behav Res Methods. 2008;40:879–91.
Nunnally J. Psychometric Theory. New York: McGraw-Hill; 1967.
Sainani KL. The problem of multiple. Test PM R. 2009;1:1098–103.
Wong EHM, So HC, Li M, Wang Q, Butler AW, Paul B, et al. Common variants on Xq28 conferring risk of schizophrenia in Han Chinese. Schizophr Bull. 2014;40:777–86.
Heim C, Nemeroff CB. The role of childhood trauma in the neurobiology of mood and anxiety disorders: Preclinical and clinical studies. Biol Psychiatry. 2001;49:1023–39.
Huh HJ, Kim KH, Lee HK, Chae JH. The relationship between childhood trauma and the severity of adulthood depression and anxiety symptoms in a clinical sample: the mediating role of cognitive emotion regulation strategies. J Affect Disord. 2017;213:44–50.
van Nierop M, Lecei A, Myin-Germeys I, Collip D, Viechtbauer W, Jacobs N, et al. Stress reactivity links childhood trauma exposure to an admixture of depressive, anxiety, and psychosis symptoms. Psychiatry Res. 2018;260:451–7.
Su Y, D’Arcy C, Li M, O’Donnell K, Caron J, Meaney M, et al. Specific and cumulative lifetime stressors in the aetiology of major depression: a longitudinal community-based population study. Epidemiol Psychiatr Sci. 2022;31:e3.
Schalinski I, Teicher M, Rockstroh B. Early neglect is a key determinant of adult hair cortisol concentration and is associated with increased vulnerability to trauma in a transdiagnostic sample. Psychoneuroendocrinology. 2019;108:35–42.
Robinson H, Pozzo-Miller L. The role of MeCP2 in learning and memory. Learn Mem. 2019;26:343–50.
Wu Y, Patchev A, Daniel G, Almeida O, Spengler D. Early-life stress reduces DNA methylation of the Pomc gene in male mice. Endocrinology. 2014;155:1751–62.
Wang A, Nie W, Li H, Hou Y, Yu Z, Fan Q, et al. Epigenetic upregulation of corticotrophin-releasing hormone mediates postnatal maternal separation-induced memory deficiency. PLoS ONE. 2014;9:e94394.
Abellán-Álvaro M, Stork O, Agustín-Pavón C, Santos M. MeCP2 haplodefciency and early-life stress interaction on anxiety-like behavior in adolescent female mice. J Neurodev Disord. 2021;13:59.
Schneider J, Kidd S, Anderson D. Influence of developmental lead exposure on expression of DNA methyltransferases and methyl cytosine-binding proteins in hippocampus. Toxicol Lett. 2013;217:75–81.
Blaze J, Roth T. Exposure to caregiver maltreatment alters expression levels of epigenetic regulators in the medial prefrontal cortex. Int J Dev Neurosci. 2013;31:804–10.
Monteiro S, Matos A, Oliveira S. The moderating effect of gender: traumatic experiences and depression in adolescence. Procedia Soc Behav Sci. 2015;165:251–9.
Cecil H, Matson S. Psychological functioning and family discord among African-American adolescent females with and without a history of childhood sexual abuse. Child Abus Negl. 2001;27:973–88.
Nugent B, McCarthy M. Epigenetic underpinnings of developmental sex differences in the brain. Neuroendocrinology. 2011;93:150–8.
Uddin M, Sipahi L, Li J, Koenen K. Sex differences in DNA methylation may contribute to risk of PTSD and depression: A review of existing evidence. Depress Anxiety. 2013;30:1151–60.
Menger Y, Bettscheider M, Murgatroyd C, Spengler D. Sex differences in brain epigenetics. Epigenomics. 2010;2:807–21.
Romano E, Cosentino L, Laviola G, De Filippis B. Genes and sex hormones interaction in neurodevelopmental disorders. Neurosci Biobehav Rev. 2016. https://doi.org/10.1016/j.neubiorev.2016.02.019.
Glendining K, Fisher L, Jasoni C. Maternal high fat diet alters offspring epigenetic regulators, amygdala glutamatergic profile and anxiety. Psychoneuroendocrinology. 2018;96:132–41.
Sobolewski M, Varma G, Adams B, Anderson DW, Schneider JS, Cory-Slechta DA. Developmental lead exposure and prenatal stress result in sex-specific reprograming of adult stress physiology and epigenetic profiles in brain. Toxicol Sci. 2018;163:478–89.
Patrat C, Okamoto I, Diabangouaya P, Vialon V, Le Baccon P, Chow J, et al. Dynamic changes in paternal X-chromosome activity during imprinted X-chromosome inactivation in mice. PNAS. 2009;106:5198–203.
Carrel L, Willard HF. X-inactivation profile reveals extensive variability in X-linked gene expression in females. Nature. 2005;434:400–4.
Talebizadeh Z, Simon SD, Butler MG. X chromosome gene expression in human tissues: male and female comparisons. Genomics. 2006;88:675–81.
Kurian J, Forbes-Lorman R, Auger A. Sex difference in Mecp2 expression during a critical period of rat brain development. Epigenetics. 2007;2:173–8.
Kim K, Choi C, Kim J, Han S, Cheong J, Ryu J, et al. MeCP2 modulates sex differences in the postsynaptic development of the valproate animal model of autism. Mol Neurobiol. 2016;53:40–56.
Liyanage VRB, Olson CO, Zachariah RM, Davie JR, Rastegar M. DNA methylation contributes to the differential expression levels of Mecp2 in male mice neurons and astrocytes. Int J Mol Sci. 2019;20:1845.
Walker FR, Pfingst K, Carnevali L, Sgoifo A, Nalivaiko E. In the search for integrative biomarker of resilience to psychological stress. Neurosci Biobehav Rev. 2017;74:310–20.
Sanfeliu A, Hokamp K, Gill M, Tropea D. Transcriptomic analysis of Mecp2 mutant mice reveals differentially expressed genes and altered mechanisms in both blood and brain. Front Psychiatry. 2019;10:278.
Yu S, Chen C, Pan Y, Kurz MC, Datner E, Hendry PL, et al. Genes known to escape X chromosome inactivation predict co-morbid chronic musculoskeletal pain and posttraumatic stress symptom development in women following trauma exposure. Am J Med Genet Part B Neuropsychiatr Genet. 2019;180:415–27.
Ji B, Higa K, Kelsoe J, Zhou X. Over-expression of XIST, the master gene for X chromosome inactivation, in females with major affective disorders. EBioMedicine. 2015;2:909–18.
Acknowledgements
We are grateful to Frauke Nees, PhD, and Sebastian Siehl, PhD, for help with data analysis. Results presented in this manuscript are part of LC’s Doctoral Dissertation.
Funding
The study was supported by funding of the Deutsche Forschungsgemeinschaft to HF (SFB636/C1 and GRK2350/B4) and of the Italian Ministry of Health to BDF (#GR-2018-12366210).
Author information
Authors and Affiliations
Contributions
Conceptualization: BDF, HF. Methodology: LC, FZ, HD, SW. Software: LC, FZ. Validation: SW, BDF, HF. Formal analysis: LC, HD. Investigation: FZ, HD. Resources: SW, BDF, HF. Data curation: LC, FZ, HD. Writing—original draft: LC. Writing—Review and editing: all authors. Visualization: LC, BDF. Supervision: BDF, HF. Project administration: BDF, HF. Funding acquisition: BDF, HF.
Corresponding authors
Ethics declarations
Competing interests
The authors declare no competing interests.
Additional information
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
About this article
Cite this article
Cosentino, L., Zidda, F., Dukal, H. et al. Low levels of Methyl-CpG binding protein 2 are accompanied by an increased vulnerability to the negative outcomes of stress exposure during childhood in healthy women. Transl Psychiatry 12, 506 (2022). https://doi.org/10.1038/s41398-022-02259-4
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1038/s41398-022-02259-4
This article is cited by
-
Contribution of changes in the orexin system and energy sensors in the brain in depressive disorder - a study in an animal model
Pharmacological Reports (2024)
-
Methyl-CpG binding protein 2 expression is associated with symptom severity in patients with PTSD in a sex-dependent manner
Translational Psychiatry (2023)