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Abstract

Objective:

There is growing evidence that exposure to trauma prior to conception can affect offspring. The authors have reported that adult offspring of Holocaust survivors showed lower methylation of FK506 binding protein 5 (FKBP5) intron 7, site 6 compared with Jewish comparison volunteers. The present study sought to replicate this finding in a larger sample and to examine parental and offspring correlates of observed effects.

Methods:

Cytosine methylation was measured in blood using pyrosequencing. The independent replication sample consisted of 125 Holocaust offspring and 31 control subjects. Additional analyses, performed in a larger sample of 147 offspring and 40 control subjects that included the 31 previously studied participants, examined associations of parental trauma–related variables (i.e., sex of the exposed parent, parental posttraumatic stress disorder, age at Holocaust exposure) and offspring characteristics (i.e., childhood trauma exposure, lifetime psychiatric diagnoses, psychotropic medication use, FKBP5 rs1360780 genotype, FKBP5 gene expression, and neuroendocrine measures) with offspring FKBP5 methylation.

Results:

FKBP5 site 6 methylation was significantly lower in Holocaust offspring than in control subjects, an effect associated with maternal Holocaust exposure in childhood and with lower offspring self-reported anxiety symptoms. FKBP5 gene expression was elevated in Holocaust offspring. FKBP5 methylation was associated with indices of glucocorticoid sensitivity but not with basal FKBP5 gene expression.

Conclusions:

This study replicates and extends the previously observed decrement in FKBP5 intron 7, site 6 methylation in Holocaust offspring. The predominance of this effect in offspring of mothers exposed during childhood implicates maternal developmental programming as a putative mechanism.
That offspring may be affected by parental trauma exposures occurring prior to conception was initially supported by an increased prevalence of posttraumatic stress disorder (PTSD) and of mood and anxiety disorders in offspring of Holocaust survivors (1). Similar consequences of parental exposure to combat, displacement, and genocides have also been reported (2, 3). Many putative mechanisms have been proposed to explain the effects of parental trauma, including impaired attachment and parenting, in utero perturbations, and alterations to the germline of exposed parents (3).
Initial examination of the biological correlates of parental Holocaust trauma focused on the hypothalamic-pituitary-adrenal (HPA) axis and on two genes related to glucocorticoid signaling: NR3C1, encoding the glucocorticoid receptor, and FK506 binding protein 5 (FKBP5), encoding a glucocorticoid receptor co-chaperone that has been shown to be altered in PTSD (4, 5). The HPA axis is subject to early developmental programming, including via epigenetic alterations to FKBP5 and NR3C1 (6, 7). Changes in DNA methylation of the NR3C1 promoter, glucocorticoid receptor responsiveness, and ambient cortisol levels have been demonstrated in offspring of Holocaust survivors in relation to parental sex and PTSD (8), prompting a preliminary study examining DNA methylation on a region of the FKBP5 gene containing functional glucocorticoid response elements (5). The FKBP5 protein moderates translocation of the bound glucocorticoid receptor and is a regulator of glucocorticoid receptor responsivity (7, 9). FKBP5 was identified in the first genome-wide transcriptomics study of PTSD as one of several mRNAs that distinguished trauma-exposed persons with and without PTSD, independent of FKBP5 genotype (10). Functional epigenetic alterations to FKBP5 have been observed in association with psychiatric vulnerability, resilience, and symptom improvement in PTSD (7, 9, 11). Increased methylation at FKBP5 intron 7, specifically at CpG site 6, was observed in Holocaust survivors, but lower methylation at this site was seen in their offspring compared with respective control subjects (5).
Because the sample size in our original pilot study (5) was small (constrained by availability of DNA from both parents and their offspring), potential contributors to FKBP5 methylation, such as parental sex, age at exposure, and PTSD status or offspring trauma history or psychopathology, could not be examined. The present study was conducted to replicate and extend the previous findings in a larger sample and to determine salient correlates of the effect.

Methods

Participants

Participants were recruited for two studies (study 1, 2001–2006; study 2, 2009–2011) designed to examine endocrine and molecular correlates of parental PTSD in five groups (Holocaust offspring with and without maternal and/or paternal PTSD, and comparison subjects). Data for 22 Holocaust offspring and nine control subjects from study 1 were previously published (5) and are designated as sample 1a. The remaining 48 offspring and 17 control subjects constitute sample 1b. Study 2 contributed 77 offspring and 14 control subjects. Thus, 156 participants (125 offspring and 31 control subjects) made up an independent replication sample to test methylation differences between Holocaust offspring and control subjects. Data from all 187 participants were used to test associations of parental and offspring characteristics with FKBP5 methylation. Study procedures were approved by the institutional review boards at the Icahn School of Medicine at Mount Sinai and the Bronx Veterans Affairs Medical Center, and all participants provided written informed consent.
Holocaust offspring were conceived after parental Holocaust-related exposure(s), and parents of Jewish control subjects were generally from North America, as previously described (5). Exclusion criteria included lifetime psychotic, obsessive-compulsive, or bipolar disorders, current substance misuse, major medical illness, and treatment with steroids. Current PTSD status was exclusionary for Holocaust offspring; lifetime PTSD status was exclusionary for control subjects.

Procedures

Clinical evaluation.

Psychiatric diagnoses were determined using the Structured Clinical Interview for DSM-IV (12), and PTSD was assessed using the Clinician-Administered PTSD Scale for DSM-IV (13). Participants completed the Beck Depression Inventory (14), the Spielberger State-Trait Anxiety Inventory (15), the Parental Bonding Instrument (16), and the Childhood Trauma Questionnaire (17). Parental psychopathology was assessed using the Family Informant Schedule and Criteria for DSM-IV (18) and the Parental PTSD Questionnaire (19).

Biological measures.

Methods for FKBP5 methylation, rs1360780 genotype, FKBP5 gene expression, immune cell type differentiation and proportion, and details justifying covariates associated with biological assays are described in the online supplement and have been published elsewhere (5, 7, 20, 21).

Statistical Methods

Group comparisons.

Group comparisons were made using chi-square analyses or analyses of variance and covariance (ANCOVAs), and partial correlation was used to explore relationships of symptom severity with molecular markers. Ages at maternal and paternal Holocaust exposure were categorically defined as occurring in childhood (≤11 years of age) or later (≥12 years). FKBP5 expression data were log-transformed to minimize potential outlier effects; raw means are presented.

Covariate selection.

Offspring age, sex, and study (i.e., study 1 or 2) were entered as covariates in all analyses; body mass index (BMI) and batch (batch 1–3) were additionally entered in analyses of methylation data. These covariates are justified as follows. Age differed across the two studies (study 1: mean age, 47.6 years [SD=7.5]; study 2: mean age, 56.4 years [SD=8.6]; F=57.57, df=1, 186, p<0.0005). Offspring sex was not evenly distributed, and FKBP5 site 6 methylation was lower among men (mean=62.01, SD=0.75) than women (mean=67.17, SD=0.53) (F=30.37, df=1, 180, p<0.0005, controlling for age, BMI, study, batch, and control or offspring group). BMI was associated with site 6 methylation (r=−0.156, df=181, p=0.035). The designation of “limited model” was assigned to analyses including only these essential covariates.
An expanded set of covariates additionally accounted for the potential contribution(s) of maternal and paternal PTSD, offspring childhood adversity, offspring diagnoses of PTSD, depression and anxiety disorders, current psychotropic medication use, and rs1360780 genotype. Results based on the expanded model show reduced degrees of freedom due to variably missing covariate data. The analyses yielded similar results; results of the limited model are presented only when they differ from the expanded model.

Results

Descriptive Demographic and Clinical Findings

Demographic and clinical characteristics are detailed in Table 1. Offspring sought psychiatric care and were taking psychotropic medication(s) more often, demonstrated more anxiety disorders and PTSD, self-reported higher symptom severity, and showed lower parental bonding scores than control subjects.
TABLE 1. Clinical characteristics of participants in a study of the intergenerational effects of Holocaust exposure on FKBP5 methylation
VariableControl Subjects (N=40)Offspring of Holocaust Survivors (N=147)Analysis
     ANCOVAa
 MeanSEMeanSEFdfp
Age (years)51.091.2951.990.660.381, 183n.s.
Interval from 1945 to birth year (years)10.861.299.970.670.571, 183n.s.
Body mass index26.720.7825.930.40.371, 182n.s.
Education (years)17.260.4217.040.220.211, 178n.s.
     Chi-squareb
 N%N%χ2dfp
Male2255.010269.42.831n.s.
Under care of psychiatrist (lifetime)717.95437.55.7310.017
Psychotropic medication (current)410.04631.58.5810.003
Maternal PTSDc00.07954.552.661<0.0005
Paternal PTSDc00.06041.436.451<0.0005
Diagnosisd       
 Major depressive disorder (current)12.7128.31.691n.s.
 Major depressive disorder (lifetime)1437.88155.93.861n.s.
 Anxiety disorder (current)718.96041.46.9210.009
 Anxiety disorder (lifetime)718.97551.713.791<0.0005
 PTSD (lifetime)00.0117.55.5110.019
     ANCOVAa
 MeanSEMeanSEFdfp
Participant-rated scales       
 Childhood trauma severitye7.300.438.000.222.151, 174n.s.
 Maternal care and overprotectionf5.631.402.110.724.961, 1670.027
 Paternal care and overprotectionf6.081.302.170.687.011, 1630.009
 Depressive symptom severityg5.951.249.830.637.731, 1760.006
 Suicidalityh0.010.060.140.034.261, 1750.040
 Anxiety symptom severityi28.263.7138.781.876.351, 1700.013
 PTSD severity (current)j0.891.937.290.988.631, 1720.004
 PTSD severity (lifetime)j3.422.9117.611.4818.661, 172<0.0005
     Chi-squareb
 N%N%χ2dfp
FKBP5 rs1360780 “risk” allelek1846.26746.50.0021n.s.
a
Analyses of covariance (ANCOVAs) were covaried for age, sex, and study (offspring age and interval were covaried for sex and study).
b
The likelihood ratio (chi-square statistic) is provided for all chi-square analyses.
c
The assigned parental posttraumatic stress disorder (PTSD) status was based on the Parental PTSD Questionnaire.
d
Depression and anxiety disorder diagnoses were assigned using the Structured Clinical Interview for DSM-IV; PTSD diagnoses were assigned based on the Clinician-Administered PTSD Scale for DSM-IV (CAPS).
e
Measured with the total score on the Childhood Trauma Questionnaire.
f
Measured with the Parental Bonding Instrument.
g
Measured with the Beck Depression Inventory (BDI).
h
Measured with the BDI suicidality item.
i
Measured with the total score on the State-Trait Anxiety Inventory.
j
Measured with the CAPS total scores for current and lifetime symptom severity.
k
rs1360780 homozygous or heterozygous for the minor (“risk”) allele (see text).

Characteristics of parental Holocaust exposure and PTSD.

Holocaust exposure was reported for both parents by 75.5% (N=111) of offspring; 15.6% (N=23) had paternal exposure only, and 8.8% (N=13) had maternal exposure only. Maternal and paternal PTSD were reported by 54.5% (N=79) and 41.4% (N=60) of Holocaust offspring, respectively, with 37.7% (N=55) reporting one parent with PTSD and 29% (N=42) reporting PTSD for both parents.
Mean age at the beginning of the Holocaust was 15.0 years (SD=7.8) for mothers and 19.9 years (SD=8.6) for fathers. A total of 19.7% (N=29) of Holocaust offspring were born to mothers who were ≤11 years old at the start of the Holocaust, and 16.3% (N=24) had fathers who were ≤11 years old at the start of the Holocaust. Comparing childhood with later parental exposure yielded no significant difference in the frequency of maternal (58.6% and 66.7%, respectively) or paternal (45.8% and 44.4%, respectively) PTSD (χ2=0.619, df=1, n.s., and χ2=0.015, df=1, n.s., respectively).

FKBP5 Intron 7, Site 6 Methylation in Holocaust Offspring and Control Subjects

The percentage of FKBP5 site 6 methylation was lower in Holocaust offspring (mean=67.12%, SE=0.53) than in control subjects (mean=69.64%, SE=1.09) (F=4.26, df=1, 150, p=0.041, pη2=0.028) for the replication sample, and for the entire sample (offspring: mean=64.87%, SE=0.48; control subjects: mean=67.49%, SE=0.93; F=6.26, df=1, 180, p=0.013, pη2=0.034). Including covariates in the expanded model strengthened this difference (F=7.70, df=1, 156, p=0.006, pη2=0.048) (Figure 1).
FIGURE 1. Comparison of FKBP5 intron 7, site 6 gene methylation between offspring of Holocaust survivors and Jewish control subjectsa
a Data on the left represent results for the independent replication sample, and data on the right represent findings for the total sample, including previously published data. While the means in the text represent corrected means based on the limited model (covariates: age, sex, body mass index, batch, and study), the data in this figure and in Figure 2 show corrected means for analyses of covariance based on an expanded model (additional covariates: maternal and paternal posttraumatic stress disorder [PTSD]; severity of childhood trauma [Childhood Trauma Questionnaire total score]; lifetime anxiety disorder, major depression, and PTSD diagnoses; psychotropic medication use; and FKBP5 rs1360780 genotype). Error bars indicate standard errors of the mean.
Because offspring sex was a significant covariate in the above analysis, a two-way ANCOVA was performed. There were significant effects of sex (male: mean=63.06%, SE=0.84; female: mean=67.62%, SE=0.69; F=16.80, df=1, 179, p<0.0005) and group (control subjects: mean=66.7%, SE=0.93; offspring: mean=63.94%, SE=0.52; F=6.92, df=1, 179, p=0.009), but the absence of a significant interaction between the two (F=0.96, df=1, 179, n.s.) indicates that sex did not account for the reduction in FKBP5 methylation observed in Holocaust offspring.
Table S1 in the online supplement details group comparisons for additional FKBP5 sites on intron 7 to highlight the specificity of the effect of parental Holocaust exposure at site 6 and to demonstrate that mean intron methylation was also reduced. The intercorrelations among sites presented in Table S2 in the online supplement indicate that site 6 is part of a functional unit with other sites on intron 7. There was no difference in site 6 methylation by genotype (protective allele: mean=65.01%, SE=0.61; risk allele: mean=65.74%, SE=0.65; F=0.65, df=1, 176, n.s.).

FKBP5 Gene Methylation and Offspring Symptom Profiles

Lower site 6 methylation was significantly associated with reduced anxiety (r=0.169, df=167, p=0.028) but not with childhood trauma (r=0.130, df=171, n.s.), parental bonding (maternal: r=0.027, df=166, n.s.; paternal: r=0.115, df=162, n.s.), depression severity (r=0.000, df=173, n.s.), or PTSD severity (current: r=0.090, df=169, n.s.; lifetime: r=0.083, df=169, n.s.).

Effect of Sex of Holocaust-Exposed Parent

Maternal exposure was associated with lower site 6 methylation (F=2.78, df=3, 154, p=0.043), but methylation for paternal exposure did not differ significantly from that of control subjects (Figure 2A).
FIGURE 2. Intergenerational effects of parental Holocaust exposure on offspring FKBP5 intron 7, site 6 methylation by sex of the exposed parent and age at maternal exposurea
a Panel A illustrates offspring FKBP5 intron7, site 6 methylation according to the sex of the Holocaust-exposed parent(s). Corrected means are based on analyses of covariance (ANCOVAs) (the expanded model) comparing control subjects, offspring with maternal exposure only, paternal exposure only, and maternal and paternal Holocaust exposure. Using the limited model, the overall effect fell short of significance (F=2.401, df=3, 178, p=0.069), but there were significant post hoc comparisons with control subjects for maternal exposure only (p=0.028) and for both maternal and paternal exposure (p=0.026), but not for paternal-only exposure. Panel B illustrates offspring FKBP5 intron 7, site 6 methylation based on ANCOVA (the expanded model) comparing control subjects, offspring with maternal exposure in childhood, and offspring with later maternal exposure (in adolescence or adulthood). Results indicate that FKBP5 site 6 methylation for offspring of mothers with childhood Holocaust exposure is significantly lower than that for control subjects (p<0.0005) and for offspring of mothers exposed later in life (p=0.028). The latter group shows reduced methylation compared with control subjects, but not to a significant level (p=0.066). Results were similar using the limited model (F=6.62, df=2, 155, p=0.002; pη2=0.079), with significant post hoc comparisons of offspring with maternal childhood exposure relative to control subjects (p<0.0005) and to offspring with later maternal exposure (p=0.009); site 6 methylation did not differ significantly between the latter group and control subjects (p=0.129). Error bars indicate standard errors of the mean.

Effects of Maternal or Paternal PTSD

There were no significant site 6 methylation differences in association with maternal or paternal PTSD (maternal PTSD: F=0.26, df=1, 156, n.s.; paternal PTSD: F=0.35, df=1, 156, n.s.; or with the interaction between maternal PTSD and paternal PTSD: F=0.43, df=1, 156, n.s.).

Effects of Maternal Childhood Holocaust Exposure on FKBP5 Methylation

As shown in Figure 2B, significantly lower site 6 methylation was observed in offspring whose mothers were exposed in childhood compared with control subjects (p<0.0005) and compared with offspring of mothers exposed later in life (p=0.028), although the latter group did not differ significantly from control subjects (p=0.066) (F=6.48, df=2, 133, p=0.002; pη2=0.089). When accounting additionally for paternal age at Holocaust exposure, the finding remained significant (F=6.78, df=1, 114, p=0.010). However, an apparent effect of paternal age at exposure on site 6 methylation (F=4.01, df=2, 142, p=0.020) was no longer significant when also accounting for maternal age at exposure (F=0.55, df=1, 107, n.s.).
As shown in Table 2, clinical measures that distinguished Holocaust offspring from control subjects were largely associated with older maternal age at exposure. Generally, offspring with childhood maternal Holocaust exposure did not differ significantly from control subjects or from offspring born to mothers with later exposure.
TABLE 2. Clinical characteristics of control subjects and of Holocaust offspring by maternal age at exposure in a study of FKBP5 methylation
 ANCOVA Post Hoc Tests or Chi-Square Pairwise Comparisons
Variable[1] Control Subjects (N=40)[2] Exposure Age ≤11 Years (N=29)[3] Exposure Age ≥12 Years (N=95)[1] Compared With [2][1] Compared With [3][2] Compared With [3]
    ANCOVAa   
 MeanSEMeanSEMeanSEFdfp   
Age (years)51.21.1347.551.3154.870.7312.962, 157<0.00050.0380.007<0.0005
Interval from 1945 to birth year (years)10.81.1314.501.307.040.7313.502, 157<0.00050.0330.007<0.0005
Body mass index26.700.8124.400.09726.540.972.092, 156n.s.n.s.n.s.n.s.
Education (years)18.100.7018.450.8226.540.541.282, 74n.s.n.s.n.s.n.s.
       Chi-squareb   
 N%N%N%χ2dfp   
Male2045.5827.62627.44.6920.096n.s.0.043n.s.
Under care of psychiatrist (lifetime)717.9824.14034.710.2220.006n.s.0.004n.s.
Psychotropic medication (current)410.0728.63335.18.620.014n.s.0.002n.s.
Maternal PTSDc00.01758.66266.071.122<0.0005<0.0005<0.0005n.s.
Paternal PTSDc00.0827.64043.037.962<0.0005<0.0005<0.0005n.s.
Diagnosesd            
 Major depressive disorder (current)12.7310.388.62.062n.s.n.s.n.s.n.s.
 Major depressive disorder (lifetime)1437.81448.35761.36.2720.044n.s.0.015n.s.
 Anxiety disorder (current)718.91137.93941.96.6220.036n.s.0.01n.s.
 Anxiety disorder (lifetime)718.91241.45255.915.752<0.0050.045<0.0005n.s.
 PTSD (lifetime)00.026.977.45.2520.073n.s.0.024n.s.
       ANCOVAa   
 MeanSEMeanSEMeanSEFdfp   
Participant-rated scales            
 Childhood trauma severitye7.270.437.510.518.140.281.581, 150n.s.n.s.n.s.n.s.
 Maternal care and overprotectionf5.731.413.371.671.110.943.592, 1450.030n.s.0.009n.s.
 Paternal care and overprotectionf6.21.284.621.551.150.875.532, 1410.005n.s.0.002n.s.
 Depressive symptom severityg5.841.259.131.4910.790.805.372, 1510.006n.s.0.001n.s.
 Suicidalityh0.0030.050.110.90.150.042.492, 152n.s.n.s.n.s.n.s.
 Anxiety symptom severityi21.23.6334.214.4042.082.325.852, 1460.004n.s.0.001n.s.
 PTSD symptom severity (current)j1.011.896.232.257.741.244.362, 1470.014n.s.0.004n.s.
 PTSD symptom severity (lifetime)j3.212.8415.393.3918.731.8710.262, 147<0.00050.006<0.0005n.s.
       Chi-squareb   
 N%N%N%χ2dfp   
FKBP5 rs1360780 “risk” allelek2047.61241.43841.30.502n.s.n.s.n.s.n.s.
a
Analyses of covariance (ANCOVAs) were covaried for age, sex, and study (offspring age and interval were covaried for sex and study).
b
The likelihood ratio (chi-square statistic) is provided for all chi-square analyses.
c
The assigned parental posttraumatic stress disorder (PTSD) status was based on the Parental PTSD Questionnaire.
d
Depression and anxiety disorder diagnoses were assigned using the Structured Clinical Interview for DSM-IV; the assigned PTSD diagnosis was based on the Clinician-Administered PTSD Scale for DSM-IV (CAPS).
e
Measured with the total score on the Childhood Trauma Questionnaire.
f
Measured with the Parental Bonding Instrument with combined scores for care and overprotection.
g
Measured with the Beck Depression Inventory (BDI).
h
Measured with the BDI suicidality item.
i
Measured with the total score on the State-Trait Anxiety Inventory.
j
Measured with the CAPS total scores for current and lifetime symptom severity.
k
rs1360780 homozygous or heterozygous for the minor (“risk”) allele (see text).

FKBP5 mRNA Expression

FKBP5 gene expression, available only for participants in study 2, was higher in Holocaust offspring than in control subjects (control subjects: mean=0.78, SE=0.15; Holocaust offspring: mean=1.13, SE=0.06; F=6.82, df=1, 84, p=0.011). The effect was maintained when controlling additionally for genotype (F=6.41, df=1, 80, p=0.013) but was no longer significant using the expanded model (F=2.89, df=1, 73, p=0.093), a difference likely reflecting an effect of lifetime anxiety disorder, the only significant covariate in the latter analysis (F=14.18, df=1, 73, p<0.0005). Indeed, FKBP5 expression was positively correlated with self-reported anxiety ratings (r=0.246, df=81, p=0.025) and was higher among those with (mean=1.27, SE=0.08) relative to those without (mean=0.84, SE=0.09) lifetime (F=16.12, df=1, 83, p<0.0005) or current (F=12.77, df=1, 83, p=0.001) anxiety disorders. There was no significant association between basal (i.e., unstimulated) FKBP5 gene expression and site 6 methylation (r=−0.003, df=83, n.s.).

Relationship of FKBP5 Methylation to Neuroendocrine Measures

As shown in Table 3, site 6 and mean intron 7 methylation (sites 3–6) were negatively correlated with basal cortisol levels (r=−0.308, df=100, p=0.002, and r=−0.364, df=100, p<0.0005, respectively), with cortisol decline following 0.50 mg of oral dexamethasone (r=−0.287, df=93, p=0.005, and r=−0.344, df=93, p=0.001), and with weaker glucocorticoid sensitivity as determined by the lymphocyte lysozyme IC50-DEX (r=0.220, df=98, p=0.028, and r=0.332, df=98, p=0.001). Table 3 also details associations between FKBP5 methylation, expression, endocrine markers, and previously reported glucocorticoid receptor (NR3C1) 1F promoter methylation and gene expression (4). FKBP5 intron 7 and glucocorticoid receptor 1F promoter methylation were not significantly correlated; however, each was associated with distinct, but also overlapping, neuroendocrine measures.
TABLE 3. Associations of FKBP5 and NR3C1 methylation and expression with glucocorticoid neuroendocrine indices in a study of FKBP5 methylation
 Methylation and Expression of FKBP5 Intron 7 and NR3C1 1F
 FKBP5 Site 6aFKBP5 Sites 3–6aFKBP5 ExpressionbNR3C1 1F Sum PercentagecNR3C1 Expressionc
Glucocorticoid Measurerdfprdfprdfprdfprdfp
Glucocorticoid receptor sensitivityd0.220980.0280.332980.0010.01882n.s.0.05284n.s.0.00686n.s.
Baseline plasma cortisol–0.3081000.002–0.364100<0.0005–0.05983n.s.–0.02285n.s.0.20287n.s.e
Postdexamethasone plasma cortisolf0.06093n.s.0.05793n.s.–0.04076n.s.0.21277n.s.0.17576n.s.
Cortisol decline following dexamethasonef, g–0.287930.005–0.344930.001–0.07176n.s.–0.13377n.s.–0.282760.012
Percentage of cortisol suppression to dexamethasonef, h–0.04293n.s.–0.06193n.s.0.05376n.s.–0.19777n.s.–0.223760.050
a
Partial correlation controlling for age, sex, body mass index (BMI), cohort, study, and control or offspring group.
b
Partial correlation controlling for age, sex, BMI, expression batch, and control or offspring group.
c
Partial correlation controlling for age, sex, BMI, and control or offspring group.
d
Glucocorticoid receptor sensitivity is estimated in live cultured lymphocytes incubated with increasing concentrations of dexamethasone and defined as the lysozyme IC50-DEX, or the concentration of dexamethasone at which lymphocyte lysozyme production is inhibited by 50%.
e
Partial correlation of baseline 8:00 a.m. plasma cortisol and NR3C1 expression does not reach significance (r=–0.202, df=87, p=0.058). All other correlations, p>0.10.
f
Controlling for dexamethasone levels.
g
Cortisol decline (baseline minus postdexamethasone cortisol).
h
The percentage of cortisol suppression was calculated as follows: 100×([baseline – postdexamethasone cortisol]/baseline cortisol).

Discussion

The results reported here replicate the previous observation of reduced methylation at a CpG site in an intronic enhancer of the FKBP5 gene in adult offspring of Holocaust survivors (5). Replication of this finding in offspring studied years apart, using DNA extracted from whole blood and peripheral blood mononuclear cells, with the use of similar pyrosequencing methods across three laboratories, increases confidence in the finding. Offspring age, childhood trauma severity, psychiatric diagnoses, suicidality, parental PTSD, psychotropic medication, FKBP5 genotype, or differential immune cell count did not account for the decrement in site 6 methylation. Rather, reduced FKBP5 methylation was associated with maternal Holocaust exposure and was particularly evident in offspring of mothers exposed as children. While the effect for the comparison between Holocaust offspring and control subjects was modest, the effect comparing offspring with maternal childhood exposure and control subjects was large.
An effect in a single area on a functionally relevant gene in peripheral blood may serve as a sentinel for significant functional effects, particularly if the observed change is reliable and correlated with changes in methylation of that gene in other important target tissues. The present finding builds on translational work demonstrating correlations of glucocorticoid-induced changes in FKBP5 enhancer methylation between rodent peripheral blood and hippocampus (22). In human tissue, DNA methylation of intron 7, site 6 was shown to be affected by glucocorticoids in peripheral blood cells and in a multipotent hippocampal progenitor cell line (7). Stable DNA demethylation of FKBP5 intron 7 in response to glucocorticoids in human hippocampal cells was present during early but not later phases of cellular proliferation and differentiation (7). In these models, FKBP5 intron 7 methylation was correlated with glucocorticoid-induced FKBP5 expression and glucocorticoid receptor sensitivity as determined in an ex vivo lymphocyte model (similar to results shown in Table 3), demonstrating the functional relevance of a methylation change in this intronic region; FKBP5 methylation was not, however, correlated with basal mRNA expression, as shown in this study and described elsewhere (23).
When bound to the glucocorticoid receptor protein complex, FKBP5 reduces ligand binding, nuclear translocation, and functional sensitivity of the glucocorticoid receptor (7, 9). The significant correlations of FKBP5 methylation in peripheral blood with endocrine measures imply that small effects observed in blood cells may reflect functionally significant alterations in other stress responsive systems. Moreover, small differences in intron 7 DNA methylation in peripheral blood have been associated with structural and functional brain alterations (7, 24). Methylation at CpG sites within the glucocorticoid response elements of intron 7 was intercorrelated and likely functions as a unit—with site 6 best representing the unit—a finding previously demonstrated in a reporter gene assay (7). Indeed, correlations between endocrine measures and mean methylation of the intron were more robust than those with site 6 methylation.
In the present study, as in the pilot (5), the effect of maternal Holocaust exposure on site 6 methylation was independent of genotype and was not associated with trauma-related psychopathology. Rather, lower site 6 methylation was associated with diminished self-reported anxiety symptoms, suggesting the possibility of a protective effect. Offspring of mothers exposed in childhood showed the greatest reductions in methylation but also the least psychopathology. Reduced intronic and site 6 methylation in offspring contrasts with increased site 6 methylation observed in Holocaust survivors (although, interestingly, parental and offspring methylation at site 6 were positively correlated) (5).
FKBP5 intron 7 methylation was not correlated with methylation of the NR3C1 gene, although both were associated with slightly different HPA axis measures, suggesting that methylation in genes that are known to interact may be independently regulated and associated with distinct aspects of trauma exposure or its sequelae (25). For instance, past work has shown that glucocorticoid receptor 1F promoter methylation predicted response to psychotherapy for PTSD, while posttreatment FKBP5 promoter methylation was associated with treatment-induced symptom change (11). Moreover, glucocorticoid receptor methylation has been shown to be differentially associated with maternal and paternal PTSD, a finding linked with increased trait anxiety, depression, and risk for PTSD (4).
Within FKBP5 intron 7, different CpG sites appear to be subject to distinct influences, as indicated by the lack of association between site 6 methylation and childhood trauma, whereas methylation of other intron 7 sites (particularly site 3) has been shown in this and other studies (5, 7, 24, 26) to interact with the rs1360780 genotype to increase risk for the development of PTSD in the presence of childhood trauma. Only one single-nucleotide polymorphism was measured in the present investigation; however, other genetic influences on site 6 methylation may be detected in future studies using genome-wide approaches. That NR3C1 and FKBP5 methylation relate to distinct clinical correlates suggests a complex interaction between the two systems that could be further explored to better understand sources of variation in molecular and endocrine phenotypes.
The finding of decreased FKBP5 methylation with earlier maternal age at Holocaust exposure is consistent with a previous observation that maternal age at exposure and PTSD were independently associated with reduced urinary cortisol levels in adult offspring (27). Offspring born to mothers with childhood exposure showed elevated 11-β-hydroxysteroid dehydrogenase (11-β-HSD-2) activity (28), a finding directionally opposite to that in Holocaust survivors (29). Survivors who were younger at age at exposure demonstrated the lowest 11-β-HSD-2 enzyme activity (29), but their adult children had the highest levels of urinary 11-β-HSD-2 activity (28). Interestingly, methylation of both FKBP5 and HSD11B2 is regulated in the placenta to moderate embryonic exposure to maternal glucocorticoids (6).
A maternal effect may be attributable to in utero glucocorticoid exposure (2, 3032) and reflect preconception molecular effects on gametes or altered placental neuroendocrine stress physiology, with effects on fetal brain development in association with maternal childhood adversity (30, 33). Theoretically, trauma occurring prior to puberty may precipitate changes to the oocyte that are maintained throughout embryogenesis and/or are reestablished after conception, potentially influencing the intrauterine environment (2, 34). Before puberty, oocytes are still in a haploid demethylated state and are vulnerable to environmental perturbations (35). However, we know of no studies that have examined the possibility of epigenetic transmission through oocytes in humans or animals. That early maternal age at trauma exposure is a significant determinant of an intergenerational effect on site 6 (and intron 7) methylation may also imply a differential effect on subsequent interpersonal interactions between mother and child, including parental bonding and attachment (36). It is reasonable to infer that maternal age at exposure may have influenced child-rearing practices, a possibility suggested by the finding of reduced psychopathology among offspring raised by mothers exposed in childhood. Moreover, parental care and overprotection ratings differed from control subjects only for offspring whose mothers were exposed later in life. These data underscore the complexity of assigning specific mechanisms for the observed effects, because even if an epigenetic alteration involves a postconception change to germ cells or in utero perturbations, the impact of child rearing, attachment, and other postnatal environmental characteristics may be the more important drivers of change.
The lack of a finding specific to paternal exposure should not be interpreted to reflect a lack of epigenetic effects of paternal trauma. Indeed, several animal and human studies suggest that there are potent effects on offspring transmitted through sperm (26, 31, 34). It is also not possible to know, when both parents have been exposed to severe trauma at slightly different ages, what the synergistic effects of that exposure might be on their offspring.
Data from the present cross-sectional study in adult offspring cannot speak to the mechanisms through which epigenetic alterations may have been acquired. It is nonetheless interesting to speculate whether the findings help explain increased offspring vulnerability to psychopathology or reflect an adaptation to optimize offspring preparedness or response to adversity in their own lives (37). Disinhibited FKBP5 expression might promote caution or vigilance in an adverse environment, behaviors elicited by increased FKBP5 expression in animal experiments (38). Consistent with these behaviors, reduced methylation of FKBP5 intron 7 was associated with diminished anxiety following exposure-based psychotherapy (39). The significant associations of increased anxiety with higher FKBP5 mRNA levels, and of decreased anxiety with lowered FKBP5 methylation, would be consistent with such adaptive effects. The observation that lower site 6 and mean intron 7 FKBP5 methylation was associated with reduced glucocorticoid sensitivity and increased basal cortisol levels suggests that individuals with lower FKBP5 methylation display fewer PTSD-like endocrine alterations, which have been associated with elevated risk for psychopathology (8, 27). Certainly, genome-wide studies may identify broader functional epigenetic and transcriptomic profiles associated with intergenerational trauma and risk or resilience in offspring, and they would provide an important context for the present findings.
The potential functional role of any single observed epigenetic alteration requires further study, and the regulation of any specific gene transcript requires knowledge of other genes, epigenetic marks, microRNAs, and additional regulators. This study is limited by the lack of genome-wide data, the single cross-sectional observation, and the uneven sample sizes for the Holocaust offspring and comparison groups. A further limitation is that although a strong signal was detected for maternal childhood exposure, the number of participants with only fathers exposed may have been too small to test the contribution of the paternal germline to the present findings.
Nonetheless, the previous observation of an association of parental Holocaust exposure with FKBP5 DNA methylation in adult offspring has been replicated in a larger cohort. Previous work is extended by the new observation that effects on offspring FKBP5 intron 7 methylation and FKBP5 gene expression are associated with maternal exposure and, for the former, with maternal childhood trauma exposure. Our study cannot distinguish determinants of the observed effects, including a preconception effect on germ cells, differences in the in utero milieu, alterations in postnatal care, or other influences (3, 32). However, the relative stability of the observation across cohorts, in adults born years or sometimes decades after parental exposure, provides an impetus for basic science studies in this field. Prospective intergenerational studies are needed to elucidate the mechanisms for such trauma effects, as well as their functional consequences for vulnerability, adaptation, and resilience.

Acknowledgments

The authors acknowledge Jessica Johnson, B.S., for performing rs1360780 genotyping.

Footnote

The contents of this article do not represent the views of the U.S. Department of Veterans Affairs or the U.S. government.

Supplementary Material

File (appi.ajp.2019.19060618.ds001.pdf)

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Information & Authors

Information

Published In

Go to American Journal of Psychiatry
Go to American Journal of Psychiatry
American Journal of Psychiatry
Pages: 744 - 753
PubMed: 32312110

History

Received: 13 June 2019
Revision received: 11 December 2019
Accepted: 2 January 2020
Published online: 21 April 2020
Published in print: August 01, 2020

Keywords

  1. Epigenetics
  2. Stress
  3. Intergenerational Trauma
  4. FKBP5
  5. Holocaust
  6. Developmental Programming

Authors

Affiliations

Linda M. Bierer, M.D.
Mental Health Care Center, James J. Peters VA Medical Center, Bronx, N.Y. (Bierer, Bader, Lehrner, Makotkine, Yehuda); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Bierer, Bader, Daskalakis, Lehrner, Makotkine, Yehuda); McLean Hospital, Harvard Medical School, Belmont, Mass. (Daskalakis, Klengel); Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany (Klengel); Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich (Provençal, Wiechmann, Binder); Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, and British Columbia Children’s Hospital Research Institute, Vancouver, British Columbia (Provençal); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Binder).
Heather N. Bader, B.S.
Mental Health Care Center, James J. Peters VA Medical Center, Bronx, N.Y. (Bierer, Bader, Lehrner, Makotkine, Yehuda); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Bierer, Bader, Daskalakis, Lehrner, Makotkine, Yehuda); McLean Hospital, Harvard Medical School, Belmont, Mass. (Daskalakis, Klengel); Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany (Klengel); Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich (Provençal, Wiechmann, Binder); Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, and British Columbia Children’s Hospital Research Institute, Vancouver, British Columbia (Provençal); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Binder).
Nikolaos P. Daskalakis, M.D., Ph.D.
Mental Health Care Center, James J. Peters VA Medical Center, Bronx, N.Y. (Bierer, Bader, Lehrner, Makotkine, Yehuda); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Bierer, Bader, Daskalakis, Lehrner, Makotkine, Yehuda); McLean Hospital, Harvard Medical School, Belmont, Mass. (Daskalakis, Klengel); Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany (Klengel); Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich (Provençal, Wiechmann, Binder); Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, and British Columbia Children’s Hospital Research Institute, Vancouver, British Columbia (Provençal); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Binder).
Amy Lehrner, Ph.D.
Mental Health Care Center, James J. Peters VA Medical Center, Bronx, N.Y. (Bierer, Bader, Lehrner, Makotkine, Yehuda); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Bierer, Bader, Daskalakis, Lehrner, Makotkine, Yehuda); McLean Hospital, Harvard Medical School, Belmont, Mass. (Daskalakis, Klengel); Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany (Klengel); Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich (Provençal, Wiechmann, Binder); Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, and British Columbia Children’s Hospital Research Institute, Vancouver, British Columbia (Provençal); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Binder).
Nadine Provençal, Ph.D.
Mental Health Care Center, James J. Peters VA Medical Center, Bronx, N.Y. (Bierer, Bader, Lehrner, Makotkine, Yehuda); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Bierer, Bader, Daskalakis, Lehrner, Makotkine, Yehuda); McLean Hospital, Harvard Medical School, Belmont, Mass. (Daskalakis, Klengel); Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany (Klengel); Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich (Provençal, Wiechmann, Binder); Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, and British Columbia Children’s Hospital Research Institute, Vancouver, British Columbia (Provençal); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Binder).
Tobias Wiechmann, M.S.
Mental Health Care Center, James J. Peters VA Medical Center, Bronx, N.Y. (Bierer, Bader, Lehrner, Makotkine, Yehuda); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Bierer, Bader, Daskalakis, Lehrner, Makotkine, Yehuda); McLean Hospital, Harvard Medical School, Belmont, Mass. (Daskalakis, Klengel); Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany (Klengel); Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich (Provençal, Wiechmann, Binder); Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, and British Columbia Children’s Hospital Research Institute, Vancouver, British Columbia (Provençal); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Binder).
Torsten Klengel, M.D., Ph.D.
Mental Health Care Center, James J. Peters VA Medical Center, Bronx, N.Y. (Bierer, Bader, Lehrner, Makotkine, Yehuda); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Bierer, Bader, Daskalakis, Lehrner, Makotkine, Yehuda); McLean Hospital, Harvard Medical School, Belmont, Mass. (Daskalakis, Klengel); Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany (Klengel); Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich (Provençal, Wiechmann, Binder); Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, and British Columbia Children’s Hospital Research Institute, Vancouver, British Columbia (Provençal); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Binder).
Iouri Makotkine, M.D.
Mental Health Care Center, James J. Peters VA Medical Center, Bronx, N.Y. (Bierer, Bader, Lehrner, Makotkine, Yehuda); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Bierer, Bader, Daskalakis, Lehrner, Makotkine, Yehuda); McLean Hospital, Harvard Medical School, Belmont, Mass. (Daskalakis, Klengel); Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany (Klengel); Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich (Provençal, Wiechmann, Binder); Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, and British Columbia Children’s Hospital Research Institute, Vancouver, British Columbia (Provençal); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Binder).
Elisabeth B. Binder, M.D., Ph.D.
Mental Health Care Center, James J. Peters VA Medical Center, Bronx, N.Y. (Bierer, Bader, Lehrner, Makotkine, Yehuda); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Bierer, Bader, Daskalakis, Lehrner, Makotkine, Yehuda); McLean Hospital, Harvard Medical School, Belmont, Mass. (Daskalakis, Klengel); Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany (Klengel); Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich (Provençal, Wiechmann, Binder); Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, and British Columbia Children’s Hospital Research Institute, Vancouver, British Columbia (Provençal); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Binder).
Rachel Yehuda, Ph.D. [email protected]
Mental Health Care Center, James J. Peters VA Medical Center, Bronx, N.Y. (Bierer, Bader, Lehrner, Makotkine, Yehuda); Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York (Bierer, Bader, Daskalakis, Lehrner, Makotkine, Yehuda); McLean Hospital, Harvard Medical School, Belmont, Mass. (Daskalakis, Klengel); Department of Psychiatry and Psychotherapy, University Medical Center Göttingen, Göttingen, Germany (Klengel); Department of Translational Research in Psychiatry, Max-Planck Institute of Psychiatry, Munich (Provençal, Wiechmann, Binder); Faculty of Health Sciences, Simon Fraser University, Burnaby, British Columbia, and British Columbia Children’s Hospital Research Institute, Vancouver, British Columbia (Provençal); Department of Psychiatry and Behavioral Sciences, Emory University School of Medicine, Atlanta (Binder).

Notes

Send correspondence to Dr. Yehuda ([email protected]).

Competing Interests

Dr. Daskalakis held a part-time paid position at Cohen Veterans Biosciences and has served as a consultant for Sunovion. Dr. Yehuda is named as a coinventor of the patent application “Genes associated with posttraumatic-stress disorder” (European patent 2334816 B1). Dr. Binder is named as a coinventor of the patent application “FKBP5: a novel target for antidepressant therapy” (European patent 1687443 B1). The other authors report no financial relationships with commercial interests.

Funding Information

H2020 European Research Councilhttp://dx.doi.org/10.13039/100010663: 281338, GXEmolmech
National Center for Advancing Translational Scienceshttp://dx.doi.org/10.13039/100006108: UL1 TR000067
National Institute of Mental Healthhttp://dx.doi.org/10.13039/100000025: R01 MH064675, RC1 MH088101
Supported by NIMH grants MH-088101 and MH-064675 to Dr. Yehuda, by European Research Council starting grant 281338 to Dr. Binder, and in part by grant TR-000067 from the National Center for Advancing Translational Sciences, with resources from and the use of facilities at the James J. Peters VA Medical Center, Bronx, N.Y.

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