Display options
Share it on

Mol Psychiatry. 2021 Aug;26(8):4300-4314. doi: 10.1038/s41380-020-00966-2. Epub 2020 Dec 18.

Epigenetic biotypes of post-traumatic stress disorder in war-zone exposed veteran and active duty males.

Molecular psychiatry

Ruoting Yang, Aarti Gautam, Derese Getnet, Bernie J Daigle, Stacy Miller, Burook Misganaw, Kelsey R Dean, Raina Kumar, Seid Muhie, Kai Wang, Inyoul Lee, Duna Abu-Amara, Janine D Flory, Leroy Hood, Owen M Wolkowitz, Synthia H Mellon, Francis J Doyle, Rachel Yehuda, Charles R Marmar, Kerry J Ressler, Rasha Hammamieh, Marti Jett

Affiliations

  1. Medical Readiness Systems Biology, Walter Reed Army Institute for Research, Silver Spring, MD, USA. [email protected].
  2. Advanced Biomedical Computation Sciences, Frederick National Laboratory for Cancer Research, Frederick, MD, USA. [email protected].
  3. Medical Readiness Systems Biology, Walter Reed Army Institute for Research, Silver Spring, MD, USA.
  4. Departments of Biological Sciences and Computer Science, The University of Memphis, Memphis, TN, USA.
  5. Harvard John A. Paulson School of Engineering and Applied Sciences, Harvard University, Cambridge, MA, USA.
  6. Department of Systems Biology, Harvard University, Cambridge, MA, USA.
  7. Advanced Biomedical Computation Sciences, Frederick National Laboratory for Cancer Research, Frederick, MD, USA.
  8. Institute for Systems Biology, Seattle, WA, USA.
  9. Department of Psychiatry, New York Langone Medical School, New York, NY, USA.
  10. Department of Psychiatry, James J. Peters VA Medical Center, Bronx, NY, USA.
  11. Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.
  12. Department of Psychiatry, University of California, San Francisco, CA, USA.
  13. Department of Obstetrics, Gynecology & Reproductive Sciences, University of California, San Francisco, CA, USA.
  14. McLean Hospital, Belmont, MA, USA.
  15. Harvard Medical School, Boston, MA, USA.

PMID: 33339956 PMCID: PMC8550967 DOI: 10.1038/s41380-020-00966-2

Abstract

Post-traumatic stress disorder (PTSD) is a heterogeneous condition evidenced by the absence of objective physiological measurements applicable to all who meet the criteria for the disorder as well as divergent responses to treatments. This study capitalized on biological diversity observed within the PTSD group observed following epigenome-wide analysis of a well-characterized Discovery cohort (N = 166) consisting of 83 male combat exposed veterans with PTSD, and 83 combat veterans without PTSD in order to identify patterns that might distinguish subtypes. Computational analysis of DNA methylation (DNAm) profiles identified two PTSD biotypes within the PTSD+ group, G1 and G2, associated with 34 clinical features that are associated with PTSD and PTSD comorbidities. The G2 biotype was associated with an increased PTSD risk and had higher polygenic risk scores and a greater methylation compared to the G1 biotype and healthy controls. The findings were validated at a 3-year follow-up (N = 59) of the same individuals as well as in two independent, veteran cohorts (N = 54 and N = 38), and an active duty cohort (N = 133). In some cases, for example Dopamine-PKA-CREB and GABA-PKC-CREB signaling pathways, the biotypes were oppositely dysregulated, suggesting that the biotypes were not simply a function of a dimensional relationship with symptom severity, but may represent distinct biological risk profiles underpinning PTSD. The identification of two novel distinct epigenetic biotypes for PTSD may have future utility in understanding biological and clinical heterogeneity in PTSD and potential applications in risk assessment for active duty military personnel under non-clinician-administered settings, and improvement of PTSD diagnostic markers.

© 2020. The Author(s).

References

  1. Psychiatry Res. 1989 May;28(2):193-213 - PubMed
  2. Mol Psychiatry. 2020 Dec;25(12):3337-3349 - PubMed
  3. Mol Psychiatry. 2020 Jun 2;: - PubMed
  4. Proc Natl Acad Sci U S A. 2010 May 18;107(20):9470-5 - PubMed
  5. Mol Psychiatry. 2015 Mar;20(3):320-8 - PubMed
  6. Depress Anxiety. 2000;12(1):1-12 - PubMed
  7. Mol Psychiatry. 2018 May;23(5):1145-1156 - PubMed
  8. Psychol Assess. 2016 Nov;28(11):1392-1403 - PubMed
  9. Eur J Psychotraumatol. 2014 Aug 14;5: - PubMed
  10. Mol Psychiatry. 2020 May 7;: - PubMed
  11. Nat Commun. 2018 Aug 1;9(1):3003 - PubMed
  12. Lancet Psychiatry. 2014 Sep;1(4):269-77 - PubMed
  13. J Consult Clin Psychol. 1988 Feb;56(1):85-90 - PubMed
  14. Arch Gen Psychiatry. 1961 Jun;4:561-71 - PubMed
  15. Dialogues Clin Neurosci. 2015 Jun;17(2):141-50 - PubMed
  16. Am J Psychiatry. 2001 Nov;158(11):1920-2 - PubMed
  17. J Am Acad Child Adolesc Psychiatry. 2014 Apr;53(4):417-24.e5 - PubMed
  18. Transl Psychiatry. 2017 Jul 11;7(7):e1169 - PubMed
  19. Med Care. 1996 Mar;34(3):220-33 - PubMed
  20. Arch Gen Psychiatry. 1988 Aug;45(8):742-7 - PubMed
  21. Brain Behav Immun. 2019 May;78:9-20 - PubMed
  22. Circ Cardiovasc Genet. 2016 Oct;9(5):436-447 - PubMed
  23. Neuropsychopharmacology. 2018 May;43(6):1308-1316 - PubMed
  24. J Psychosom Res. 2017 Jan;92:34-44 - PubMed
  25. Transl Psychiatry. 2017 Jul 11;7(7):e1170 - PubMed
  26. J Trauma Stress. 2015 Dec;28(6):489-98 - PubMed
  27. Biol Psychiatry. 2002 Aug 15;52(4):305-11 - PubMed
  28. J Trauma Dissociation. 2015;16(1):7-28 - PubMed
  29. Nature. 2009 Oct 22;461(7267):1122-5 - PubMed
  30. Neuropsychopharmacology. 2020 Sep;45(10):1609-1616 - PubMed
  31. N Engl J Med. 2017 Jun 22;376(25):2459-2469 - PubMed
  32. Am J Psychiatry. 2010 Jun;167(6):640-7 - PubMed
  33. Nature. 2001 Sep 13;413(6852):179-83 - PubMed
  34. Nat Commun. 2019 Oct 8;10(1):4558 - PubMed
  35. Transl Psychiatry. 2016 Nov 1;6(11):e938 - PubMed
  36. Biol Psychiatry. 2015 Sep 1;78(5):327-35 - PubMed
  37. Am J Med Genet B Neuropsychiatr Genet. 2011 Sep;156B(6):700-8 - PubMed
  38. Bioinformatics. 2014 May 15;30(10):1431-9 - PubMed
  39. Nat Med. 2017 Jan;23(1):28-38 - PubMed
  40. Neuropharmacology. 2012 Feb;62(2):586-97 - PubMed
  41. Biol Psychiatry. 2018 May 15;83(10):792-794 - PubMed
  42. Transl Psychiatry. 2017 Jun 27;7(6):e1158 - PubMed
  43. Nature. 2011 Feb 24;470(7335):492-7 - PubMed
  44. BMC Bioinformatics. 2014 Sep 19;15:312 - PubMed
  45. Br J Psychiatry. 2011 Apr;198(4):284-8 - PubMed
  46. Stat Appl Genet Mol Biol. 2004;3:Article3 - PubMed
  47. Genome Biol. 2013;14(10):R115 - PubMed
  48. Cancer Inform. 2013 Sep 23;12:193-201 - PubMed
  49. J Neurophysiol. 2003 Aug;90(2):1152-9 - PubMed
  50. Psychol Assess. 2016 Nov;28(11):1379-1391 - PubMed

Publication Types

Grant support