PMCCPMCCPMCC

Search tips
Search criteria 

Advanced

 
Logo of nihpaAbout Author manuscriptsSubmit a manuscriptHHS Public Access; Author Manuscript; Accepted for publication in peer reviewed journal;
 
Biol Psychiatry. Author manuscript; available in PMC 2011 September 1.
Published in final edited form as:
PMCID: PMC2921470
NIHMSID: NIHMS206305

Methylation Matters: Interaction between Methylation Density and 5HTT Genotype Predicts Unresolved Loss or Trauma

Abstract

Background

Do genetic or epigenetic factors play a role in making some individuals more vulnerable than others to loss of attachment figures or other traumatic experiences?

Methods

DNA was obtained from growth phase entrained EBV transformed lymphoblast cell lines from 143 adopted participants. Genotype of the 5HTTLPR locus was determined, and methylation ratios for each of the CpG residues were assessed using quantitative mass spectroscopy. Unresolved loss or trauma was established using the Berkeley Adult Attachment Interview.

Results

Higher levels of methylation of the 5HTT promoter associated CpG island was associated with increased risk of unresolved responses to loss or other trauma in carriers of the usually protective 5HTTLPR ll variant. The ss variant of 5HTTLPR predicted more unresolved loss or trauma, but only in case of lower levels of methylation. Higher levels of methylation of the ss variant were associated with less unresolved loss or other trauma.

Conclusions

Associations between 5HTTLPR polymorphisms and psychological problems are significantly altered by environmentally induced methylation patterns. Methylation may serve as the interface between adverse environment and the developing organism.

Keywords: Methylation, 5HTTLPR, Unresolved loss or trauma, Adult Attachment Interview, Attachment

1. Introduction

Loss of attachment figures or other traumatic events have a large impact on some individuals but not on others. Do genetic or epigenetic factors play a role in making some individuals more vulnerable than others? Experiences of maltreatment (1), genocidal violence (2) or loss of attachment figures (3) in childhood increase the rate of unresolved loss or trauma. Unresolved loss or trauma is apparent from an individual's narrative about attachment-related events of loss or trauma if it shows unpredictable lapses in the monitoring of speech during the well-validated Adult Attachment Interview (AAI; 3, 4). These lapses may imply that the speaker continues to experience unusual absorption regarding the trauma. Unresolved loss or trauma is strongly associated with post traumatic stress symptoms (5).

The serotonin transporter linked polymorphic region (5HTTLPR) at chromosome 17 is a variable nucleotide repeat in SCL6A4, the gene that codes for the serotonin transporter. Short or ‘s’ alleles have been associated with decreased mRNA transcription (6,7,8), decreased protein production (9), and increased vulnerability to alcohol dependence, post traumatic stress symptoms, and depression in the presence of stressors (10,11). Two meta-analyses did not support the predicted interaction effect of the less efficient serotonin polymorphisms and environmental adversity (12,13), whereas a third review showed that weaker assessment strategies used to measure adversity might be responsible for the failure to replicate the original G×E findings (14).

However, level of methylation may also be a source of diverging outcomes as it affects mRNA transcription. On the basis of extensive research in rodents, Meaney (15) argued that methylation may be mediating between environmental signals and the genome in the regulation of individual differences in behavior, cognition, and physiology, and might be the way in which adverse environments become instantiated in the biological system. In a series of studies on humans Philibert and colleagues showed that methylation levels of the CpG island upstream from SCL6A4 were associated with reports of abuse during childhood (16), and that product levels of the serotonergic system differed according to degree of methylation (8). They argued that methylation may be a biological basis for the impact of adverse environments on human psychological development. Thus far, however, the consequences of methylation in the 5HTTLPR for psychological functioning have not been studied.

Here we hypothesize that the association of serotonin transporter gene polymorphisms with unresolved loss or trauma is moderated by the level of methylation. More methylation is expected to decrease gene expression leading those individuals with long alleles to look more like those with short alleles.

2. Methods and Materials

2.1 Participants

The Iowa Adoption Studies are a longstanding series of studies on children (domestically) adopted in the first few months after birth into middle class families. Biodata were collected in the last round of data-collection since 2004 (17). Here we use data from predominantly Caucasian (91%) adoptees who completed the AAI and for whom genotyping of the 5HTTLPR locus and methylation measures were available (N =143; 50% females; mean age 39 yrs, SD=7.32). All procedures were approved by the University of Iowa Institutional Review Board.

2.2 Genotyping and methylation

Genotype of the 5HTTLPR locus was determined using PCR, electrophoresis and detection conditions as previously described (6). DNA was obtained from growth phase entrained EBV transformed lymphoblast cell lines. The resulting DNA underwent bisulfite conversion of unmethylated cytosine residues to thymidine. Methylation ratios for each of the CpG residues were determined using quantitative mass spectroscopy by Sequenom, Inc. (San Diego, CA). Loci for CpG residues ranged from CpG1 (bp 25586514) to CpG71 (bp 25587180)(8). The weighted average of the residue values was used as index for methylation density (16,17, for details). Genotypes were in Hardy-Weinberg equilibrium (p = .93).

2.3 Measures

Unresolved Loss or Trauma

Unresolved loss or trauma was assessed using an hour-long, semi-structured interview, the AAI (4,3). In the context of this interview about childhood attachment experiences and the current relationship with the adoptive parents, questions were asked concerning experiences of loss and trauma (such as the death of family members or experiences of abuse). Scores for unresolved state of mind were assigned using a 9-point rating scale (3, for details) when the subject reported at least one loss or other potentially traumatic experiences dating more than one year prior to the interview (n = 133). The transcribed interviews were coded ‘blindly’ by reliable raters in accordance with the coding standards of the Berkeley laboratory of Mary Main and Erik Hesse. Intra-class correlation was r = .76.

Depressive symptoms

The Brief Symptom Instrument (BSI,18) was administered after the AAI as a measure of concurrent mood disturbance. We derived T-scores for symptoms of depression. Cronbach's alpha was good (α = .89).

3. Results

The results of the analysis of variance of unresolved loss or trauma with gender and 5HTTLPR genotype (ss, sl, ll) as factors, and depression and methylation density as covariates are presented in Table 1. No significant main effects were found. The interaction between 5HTTLPR and promoter methylation significantly predicted scores on unresolved loss or trauma, F(2,121) = 4.87, p = .009, partial η2 = .08. Similar results were found when we controlled for age, and when we included the non-significant interactions between gender and methylation, gender and 5HTTLPR, and the three-way interaction between gender, 5HTTLPR, and methylation. For the carriers of the ss variant, higher levels of methylation were associated with less unresolved loss or trauma, r(18) = -.53, p = .02; carriers of the sl variant showed no association with unresolved loss or trauma, r(59) = .18, p = .18; and for carriers of the ll variant, higher levels of methylation were marginally related to more unresolved loss or trauma, r(46) = .28, p = .056. Figure 1 shows the mean scores for unresolved loss as related to methylation density (lower, middle, and higher thirds) in each of the 5HTTLPR genotypes. Results did not alter when only Caucasian participants were included (n = 118).

Figure 1
Scores for unresolved loss and trauma (M, SE) as related to 5HTTLPR genotype (ss, sl, ll) and methylation density (lower third, middle third, higher third).
Table 1
Analysis of Variance of Unresolved Loss or Trauma with Gender and 5-HTTLPR as Factors and Methylation and Depression as Covariates.

4. Discussion

In the current study on participants with experiences of loss or other traumatic events, the 5HTTLPR genotype association with unresolved state of mind was dependent on methylation density. As expected, the long variant in combination with high methylation levels of the 5HTT promoter associated CpG islands predicted more unresolved loss or trauma. Methylation of alleles carrying the ll 5HTT variant seemed to hamper the expression of the otherwise protective ll variant (17) and to elevate the risk of unresolved responses to loss or other trauma. The short variant of 5HTT predicted more unresolved loss or trauma, but only when levels of methylation were low. Surprisingly, higher levels of methylation of the ss variant were associated with less unresolved loss or other trauma indicating less negative affect about the traumatic experience. This suggests a discontinuous effect of greater methylation for those with the ss genotype, perhaps manifesting in decreased preoccupation and a different pattern of adjustment to trauma.

DNA methylation is an important determinant of gene expression, and it should therefore be taken into account when associations of DNA sequences with psychological problems are examined (15). Methylation of CpG islands may repress gene expression in some tissues, whereas the absence of methylation of such a site in other tissues corresponds with increased mRNA transcription. Methylation is found to be a common biological process influenced by environmental stressors such as abusive parenting (19,16). Beach et al. (2009) found that childhood experiences of sexual or physical abuse increased the level of methylation at 5HTTLPR. Child maltreatment has long-term developmental consequences (19), which suggests that methylation may serve as the interface between adverse environment and the developing organism. Future studies should focus on how the environment affects methylation patterns.

In an earlier study on methylation of the CpG islands in 5HTT, mRNA levels were significantly associated with level of methylation, but only if the influence of the 5HTTLPR genotype was controlled (8). The authors argued that 5HTT levels are tightly regulated and the counteracting effects of methylation on genetic variation may be an adaptive mechanism to maintain a desired level of gene transcription. The vulnerability of the ss variant of 5HTT for the development of psychological problems in response to adverse events may be lessened by higher levels of methylation. This may lower the risk for unresolved loss or trauma in carriers of the short variant of the serotonin transporter gene, entailing adaptive value.

A limitation of the study is that transformed cell lines were used and these sometimes can display markedly different methylation signatures than their cognate precursors. Fortunately, Grafodatskaya and colleagues demonstrated a high correlation (r =.95) between lymphocyte DNA methylation and low passage lymphoblast DNA methylation (20). Another limitation is sample size, and replication in larger samples and in other ethnicities is needed to confirm the generalizability of our findings.

Our findings suggest that associations between 5HTTLPR polymorphisms and psychological problems are significantly altered by environmentally induced methylation patterns. By ignoring methylation, researchers may fail to find or replicate ubiquitous G×E-interactions (15). Some G×E effects may in fact be environmental influences mediated by methylation patterns.

Acknowledgments

The first and third authors were supported by research awards from the Netherlands Organization for Scientific Research (MHvIJ: NWO SPINOZA prize; MJBK: VIDI grant no. 452-04-306). Data collection was funded by grants from the United States National Institute of Drug Abuse (RO1 DA05821 and R01 DA015789). We wish to thank the adoptees and their families for their continued participation in this study. We would also like to thank Rebecca Yucuis, Beth Troutman, and Jeanne Frederickson for assistance in coding the Adult Attachment Interviews and Tracy Gunter for her assistance with data management.

Footnotes

Financial Disclosures : On behalf of Dr. Philibert, the University of Iowa has filed intellectual property claims with respect to 5HTT. Dr. Philibert is a potential royalty holder on that application. All other authors reported no biomedical financial interests or potential conflicts of interest. All authors had complete access to raw data.

Publisher's Disclaimer: This is a PDF file of an unedited manuscript that has been accepted for publication. As a service to our customers we are providing this early version of the manuscript. The manuscript will undergo copyediting, typesetting, and review of the resulting proof before it is published in its final citable form. Please note that during the production process errors may be discovered which could affect the content, and all legal disclaimers that apply to the journal pertain.

References

1. Pierrehumbert B, Torrisi R, Glatz N, Dimitrova N, Heinrichs M, Halfon O. The influence of attachment on perceived stress and cortisol response to acute stress in woman sexually abused in childhood or adolescence. Psychoneuroendocrinology. 2009;34:924–938. [PubMed]
2. Sagi-Schwartz A, van IJzendoorn MH, Grossman KE, Joels T, Grossman K, Scharf M, et al. Attachment and traumatic stress in female Holocaust child survivors and their daughters. Am J Psychiatry. 2003;160:1086–1092. [PubMed]
3. Hesse E. The Adult Attachment Interview: Protocol, method of analysis, and empirical studies. In: Cassidy J, Shaver PR, editors. Handbook of Attachment Theory, Research, and Clinical Applications. Second. 2008. pp. 552–598.
4. Main M, Kaplan N, Cassidy J. Security in infancy, childhood and adulthood: A move to the level of representation. In: Bretheron I, Waters E, editors. Growing points in attachment theory and research. Mon Soc Res Child Dev. Vol. 50. 1985. pp. 66–106.
5. Bakermans-Kranenburg MJ, Van IJzendoorn MH. The first 10,000 Adult Attachment Interviews: Distributions of adult attachment representations in clinical and non-clinical groups. Att Human Dev. 2009;11:223–263. [PubMed]
6. Bradley S, Dodelzon K, Sandhu H, Philibert R. The relationship of serotonin transporter gene polymorphisms and haplotypes to mRNA transcription. Am J Med Genet. 2005;136:58–61. [PubMed]
7. Lesch KP, Bengel D, Heils A, Sabol SZ, et al. Association of anxiety related traits with a polymorphism in the serotonin transporter gene regulatory region. Science. 1996;274:527–1531. [PubMed]
8. Philibert RA, Madan A, Anderson A, Cadoret R, Packer H, Sandhu H. Serotonin transporter mRNA levels are associated with the methylation of an upstream CpG island. Am J Med Genet. 2007;144B:101–105. [PubMed]
9. Stoltenberg SF, Twitchell GR, Hanna GL, Cook EH, Fitgerald HE, Zucker RA, et al. Serotonin transporter promoter polymorphism, peripheral indexes of serotonin function, and personality measures in families with alcoholism. Am J Med Genet. 2002;144B:230–234. [PubMed]
10. Caspi A, Sugden K, Moffitt TE, Taylor A, Craig IW, Harrington H, et al. Influence of life stress on depression: Moderation by a polymorphism in the 5-HTT gene. Science. 2003;301:386–389. [PubMed]
11. Kilpatrick DG, Koenen KC, Ruggiero KJ, Acierno R, Galea S, Resnick HS, et al. The serotonin transporter genotype and social support and moderation of posttraumatic stress disorder and depression in hurricane-exposed adults. Am J Psychiatry. 2007;164:1693–1699. [PubMed]
12. Munafo MR, Durrant C, Lewis G, Flint J. Gene × environment interaction at the serotonin transporter loci. Biol Psychiatry. 2009;65:211–219. [PubMed]
13. Risch N, Herrell R, Lehner T, Liang KY, Eaves L, Hoh J, et al. Interaction between the serotonin transporter gene (5-HTTLPR), stressful life events, and risk of depression. A meta-analysis. JAMA. 2009;301:2462–2471. [PMC free article] [PubMed]
14. Uher R, Mc Guffin P. The moderation by the serotonin transporter gene of environmental adversity in the etiology of depression: 2009 update. Mol Psychiatry. 2010;15:18–22. [PubMed]
15. Meaney MJ. Epigenetics and the biological definition of gene × environment interactions. Child Dev. 2010;81:41–79. [PubMed]
16. Beach SRH, Brody GH, Todorov AA, Gunter TD, Philibert RA. Methylation at SLC6A4 is linked to family history of child abuse: An examination of the Iowa adoptee sample. Am J Med Genet Part B. 2010;153B:710–713. [PMC free article] [PubMed]
17. Caspers K, Paradiso S, Yucuis R, Troutman B, Arndt S. Association between the Serotonin Transporter Promoter Polymorphism (5-HTTLPR) and Adult Unresolved Attachment. Dev Psychology. 2009;45:64–76. [PubMed]
18. Derogatis L. Brief Symptom Instrument. Minneapolis, MN: National Computer Systems; 1996.
19. McGowan PO, Sasaki A, D'Alessio AC, Dymov S, Labonte B, Szyf M, et al. Epigenetic regulation of the glucocorticoid receptor in human brain associates with childhood abuse. Nature Neuroscience. 2009;12:342–48. [PMC free article] [PubMed]
20. Grafodatskaya D, Choufani S, Ferreira JC, Butcher DT, Lou Y, Zhao C, Scherer SW, Weksberg R. EBV transformation and cell culturing destabilizes DNA methylation in human lymphoblastoid cell lines. Genomics. 2010;95:73–83. [PubMed]