A methylation study of long-term depression risk

被引:51
|
作者
Clark, Shaunna L. [1 ]
Hattab, Mohammad W. [1 ]
Chan, Robin F. [1 ]
Shabalin, Andrey A. [1 ]
Han, Laura K. M. [2 ]
Zhao, Min [1 ]
Smit, Johannes H. [2 ]
Jansen, Rick [2 ]
Milaneschi, Yuri [2 ]
Xie, Lin Ying [1 ]
van Grootheest, Gerard [2 ]
Penninx, Brenda W. J. H. [2 ]
Aberg, Karolina A. [1 ]
van den Oord, Edwin J. C. G. [1 ]
机构
[1] Virginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USA
[2] Vrije Univ Amsterdam Med Ctr, GGZ inGeest, Dept Psychiat, NL-1081 HV Amsterdam, Netherlands
关键词
METHYLOME-WIDE ASSOCIATION; DNA METHYLATION; REGULARIZATION PATHS; MBD-SEQ; DISORDER; PREDICTORS; MIGRATION; SCHIZOPHRENIA; RECURRENCE; REMISSION;
D O I
10.1038/s41380-019-0516-z
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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 x 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.
引用
收藏
页码:1334 / 1343
页数:10
相关论文
共 50 条
  • [1] Long-term depression is a stroke risk factor
    Kocer, Emel
    Kocer, Abdulkadir
    Degirmenci, Yildiz
    Eryilmaz, Mehmet
    ACTA NEUROPSYCHIATRICA, 2011, 23 (06): : 292 - 296
  • [2] Long-term Treatment of Pediatric Depression With Psychotherapies
    Yu, Zheya Jenny
    Mooreville, Mira
    Weller, Ronald A.
    Weller, Elizabeth B.
    CURRENT PSYCHIATRY REPORTS, 2011, 13 (02) : 116 - 121
  • [3] Long-term Treatment of Pediatric Depression With Psychotherapies
    Zheya Jenny Yu
    Mira Mooreville
    Ronald A. Weller
    Elizabeth B. Weller
    Current Psychiatry Reports, 2011, 13 : 116 - 121
  • [4] THE LONG-TERM MANAGEMENT OF DEPRESSION
    LANE, R
    JOURNAL OF PSYCHOPHARMACOLOGY, 1995, 9 (02) : 191 - 198
  • [5] Remission and Recovery in the Treatment for Adolescents With Depression Study (TADS): Acute and Long-Term Outcomes
    Kennard, Betsy D.
    Silva, Susan G.
    Tonev, Simon
    Rohde, Paul
    Hughes, Jennifer L.
    Vitiello, Benedetto
    Kratochvil, Christopher J.
    Curry, John F.
    Emslie, Graham J.
    Reinecke, Mark
    Nlkrch, John
    JOURNAL OF THE AMERICAN ACADEMY OF CHILD AND ADOLESCENT PSYCHIATRY, 2009, 48 (02) : 186 - 195
  • [6] Depression in the long-term course of schizophrenia
    Wolfram an der Heiden
    Regina Könnecke
    Kurt Maurer
    Daniel Ropeter
    Heinz Häfner
    European Archives of Psychiatry and Clinical Neuroscience, 2005, 255 : 174 - 184
  • [7] Depression in the long-term course of schizophrenia
    an der Heiden, W
    Könnecke, R
    Maurer, K
    Ropeter, D
    Häfner, H
    EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE, 2005, 255 (03) : 174 - 184
  • [8] Predictors of long-term prognosis of depression
    Colman, Ian
    Naicker, Kiyuri
    Zeng, Yiye
    Ataullahjan, Anushka
    Senthilselvan, Ambikaipakan
    Patten, Scott B.
    CANADIAN MEDICAL ASSOCIATION JOURNAL, 2011, 183 (17) : 1969 - 1976
  • [9] Lurasidone and risk of metabolic syndrome: results from short and long-term studies in patients with bipolar depression
    Tocco, Michael
    Newcomer, John W.
    Mao, Yongcai
    Pikalov, Andrei
    CNS SPECTRUMS, 2023, 28 (06) : 680 - 687
  • [10] Impaired long-term depression in schizophrenia: A cathodal tDCS pilot study
    Hasan, Alkomiet
    Nitsche, Michael A.
    Herrmann, Maximiliane
    Schneider-Axmann, Thomas
    Marshall, Louise
    Gruber, Oliver
    Falkai, Peter
    Wobrock, Thomas
    BRAIN STIMULATION, 2012, 5 (04) : 475 - 483