Cargando…

A methylation study of long term depression risk

Recurrent and chronic Major Depressive Disorder (MDD) accounts for a substantial part of the disease burden because this course is most prevalent and typically requires long-term treatment. We associated blood DNA methylation profiles from 581 MDD patients at baseline with MDD status 6 years later....

Descripción completa

Detalles Bibliográficos
Autores principales: Clark, Shaunna L, Hattab, Mohammad W, Chan, Robin F, Shabalin, Andrey A, Han, Laura KM, Zhao, Min, Smit, Johannes H, Jansen, Rick, Milaneschi, Yuri, Xie, Lin Ying, van Grootheest, Gerard, Penninx, Brenda WJH, Aberg, Karolina A, van den Oord, Edwin JCG
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7061076/
https://www.ncbi.nlm.nih.gov/pubmed/31501512
http://dx.doi.org/10.1038/s41380-019-0516-z
_version_ 1783504340582924288
author Clark, Shaunna L
Hattab, Mohammad W
Chan, Robin F
Shabalin, Andrey A
Han, Laura KM
Zhao, Min
Smit, Johannes H
Jansen, Rick
Milaneschi, Yuri
Xie, Lin Ying
van Grootheest, Gerard
Penninx, Brenda WJH
Aberg, Karolina A
van den Oord, Edwin JCG
author_facet Clark, Shaunna L
Hattab, Mohammad W
Chan, Robin F
Shabalin, Andrey A
Han, Laura KM
Zhao, Min
Smit, Johannes H
Jansen, Rick
Milaneschi, Yuri
Xie, Lin Ying
van Grootheest, Gerard
Penninx, Brenda WJH
Aberg, Karolina A
van den Oord, Edwin JCG
author_sort Clark, Shaunna L
collection PubMed
description Recurrent and chronic Major Depressive Disorder (MDD) accounts for a substantial part of the disease burden because this course is most prevalent and typically requires long-term treatment. We associated blood DNA methylation profiles from 581 MDD patients at baseline with MDD status 6 years later. A resampling approach showed a highly significant association between methylation profiles in blood at baseline and future disease status (P=2.0×10(−16)). Top MWAS results were enriched specific pathways, overlapped with genes found in GWAS of MDD disease status, autoimmune disease and inflammation, and co-localized with eQTLS and (genic enhancers of) of transcription sites in brain and blood. Many of these findings remained significant after correction for multiple testing. The major themes emerging were cellular responses to stress and signaling mechanisms linked to immune cell migration and inflammation. This suggests that an immune signature of treatment-resistant depression is already present at baseline. We also created a methylation risk score (MRS) to predict MDD status 6 years later. The AUC of our MRS was 0.724 and higher than risk scores created using a set of five putative MDD biomarkers, genome-wide SNP data, and 27 clinical, demographic and lifestyle variables. Although further studies are needed to examine the generalizability to different patient populations, these results suggest that methylation profiles in blood may present a promising avenue to support clinical decision making by providing empirical information about the likelihood MDD is chronic or will recur in the future.
format Online
Article
Text
id pubmed-7061076
institution National Center for Biotechnology Information
language English
publishDate 2019
record_format MEDLINE/PubMed
spelling pubmed-70610762020-05-25 A methylation study of long term depression risk Clark, Shaunna L Hattab, Mohammad W Chan, Robin F Shabalin, Andrey A Han, Laura KM Zhao, Min Smit, Johannes H Jansen, Rick Milaneschi, Yuri Xie, Lin Ying van Grootheest, Gerard Penninx, Brenda WJH Aberg, Karolina A van den Oord, Edwin JCG Mol Psychiatry Article Recurrent and chronic Major Depressive Disorder (MDD) accounts for a substantial part of the disease burden because this course is most prevalent and typically requires long-term treatment. We associated blood DNA methylation profiles from 581 MDD patients at baseline with MDD status 6 years later. A resampling approach showed a highly significant association between methylation profiles in blood at baseline and future disease status (P=2.0×10(−16)). Top MWAS results were enriched specific pathways, overlapped with genes found in GWAS of MDD disease status, autoimmune disease and inflammation, and co-localized with eQTLS and (genic enhancers of) of transcription sites in brain and blood. Many of these findings remained significant after correction for multiple testing. The major themes emerging were cellular responses to stress and signaling mechanisms linked to immune cell migration and inflammation. This suggests that an immune signature of treatment-resistant depression is already present at baseline. We also created a methylation risk score (MRS) to predict MDD status 6 years later. The AUC of our MRS was 0.724 and higher than risk scores created using a set of five putative MDD biomarkers, genome-wide SNP data, and 27 clinical, demographic and lifestyle variables. Although further studies are needed to examine the generalizability to different patient populations, these results suggest that methylation profiles in blood may present a promising avenue to support clinical decision making by providing empirical information about the likelihood MDD is chronic or will recur in the future. 2019-09-09 2020-06 /pmc/articles/PMC7061076/ /pubmed/31501512 http://dx.doi.org/10.1038/s41380-019-0516-z Text en Users may view, print, copy, and download text and data-mine the content in such documents, for the purposes of academic research, subject always to the full Conditions of use:http://www.nature.com/authors/editorial_policies/license.html#terms
spellingShingle Article
Clark, Shaunna L
Hattab, Mohammad W
Chan, Robin F
Shabalin, Andrey A
Han, Laura KM
Zhao, Min
Smit, Johannes H
Jansen, Rick
Milaneschi, Yuri
Xie, Lin Ying
van Grootheest, Gerard
Penninx, Brenda WJH
Aberg, Karolina A
van den Oord, Edwin JCG
A methylation study of long term depression risk
title A methylation study of long term depression risk
title_full A methylation study of long term depression risk
title_fullStr A methylation study of long term depression risk
title_full_unstemmed A methylation study of long term depression risk
title_short A methylation study of long term depression risk
title_sort methylation study of long term depression risk
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7061076/
https://www.ncbi.nlm.nih.gov/pubmed/31501512
http://dx.doi.org/10.1038/s41380-019-0516-z
work_keys_str_mv AT clarkshaunnal amethylationstudyoflongtermdepressionrisk
AT hattabmohammadw amethylationstudyoflongtermdepressionrisk
AT chanrobinf amethylationstudyoflongtermdepressionrisk
AT shabalinandreya amethylationstudyoflongtermdepressionrisk
AT hanlaurakm amethylationstudyoflongtermdepressionrisk
AT zhaomin amethylationstudyoflongtermdepressionrisk
AT smitjohannesh amethylationstudyoflongtermdepressionrisk
AT jansenrick amethylationstudyoflongtermdepressionrisk
AT milaneschiyuri amethylationstudyoflongtermdepressionrisk
AT xielinying amethylationstudyoflongtermdepressionrisk
AT vangrootheestgerard amethylationstudyoflongtermdepressionrisk
AT penninxbrendawjh amethylationstudyoflongtermdepressionrisk
AT abergkarolinaa amethylationstudyoflongtermdepressionrisk
AT vandenoordedwinjcg amethylationstudyoflongtermdepressionrisk
AT clarkshaunnal methylationstudyoflongtermdepressionrisk
AT hattabmohammadw methylationstudyoflongtermdepressionrisk
AT chanrobinf methylationstudyoflongtermdepressionrisk
AT shabalinandreya methylationstudyoflongtermdepressionrisk
AT hanlaurakm methylationstudyoflongtermdepressionrisk
AT zhaomin methylationstudyoflongtermdepressionrisk
AT smitjohannesh methylationstudyoflongtermdepressionrisk
AT jansenrick methylationstudyoflongtermdepressionrisk
AT milaneschiyuri methylationstudyoflongtermdepressionrisk
AT xielinying methylationstudyoflongtermdepressionrisk
AT vangrootheestgerard methylationstudyoflongtermdepressionrisk
AT penninxbrendawjh methylationstudyoflongtermdepressionrisk
AT abergkarolinaa methylationstudyoflongtermdepressionrisk
AT vandenoordedwinjcg methylationstudyoflongtermdepressionrisk