机构:
Virginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USAVirginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USA
Clark, Shaunna L.
[1
]
Hattab, Mohammad W.
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USAVirginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USA
Hattab, Mohammad W.
[1
]
Chan, Robin F.
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USAVirginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USA
Chan, Robin F.
[1
]
Shabalin, Andrey A.
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USAVirginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USA
Shabalin, Andrey A.
[1
]
Han, Laura K. M.
论文数: 0引用数: 0
h-index: 0
机构:
Vrije Univ Amsterdam Med Ctr, GGZ inGeest, Dept Psychiat, NL-1081 HV Amsterdam, NetherlandsVirginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USA
Han, Laura K. M.
[2
]
Zhao, Min
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USAVirginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USA
Zhao, Min
[1
]
Smit, Johannes H.
论文数: 0引用数: 0
h-index: 0
机构:
Vrije Univ Amsterdam Med Ctr, GGZ inGeest, Dept Psychiat, NL-1081 HV Amsterdam, NetherlandsVirginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USA
Smit, Johannes H.
[2
]
Jansen, Rick
论文数: 0引用数: 0
h-index: 0
机构:
Vrije Univ Amsterdam Med Ctr, GGZ inGeest, Dept Psychiat, NL-1081 HV Amsterdam, NetherlandsVirginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USA
Jansen, Rick
[2
]
Milaneschi, Yuri
论文数: 0引用数: 0
h-index: 0
机构:
Vrije Univ Amsterdam Med Ctr, GGZ inGeest, Dept Psychiat, NL-1081 HV Amsterdam, NetherlandsVirginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USA
Milaneschi, Yuri
[2
]
Xie, Lin Ying
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USAVirginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USA
Xie, Lin Ying
[1
]
van Grootheest, Gerard
论文数: 0引用数: 0
h-index: 0
机构:
Vrije Univ Amsterdam Med Ctr, GGZ inGeest, Dept Psychiat, NL-1081 HV Amsterdam, NetherlandsVirginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USA
van Grootheest, Gerard
[2
]
Penninx, Brenda W. J. H.
论文数: 0引用数: 0
h-index: 0
机构:
Vrije Univ Amsterdam Med Ctr, GGZ inGeest, Dept Psychiat, NL-1081 HV Amsterdam, NetherlandsVirginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USA
Penninx, Brenda W. J. H.
[2
]
Aberg, Karolina A.
论文数: 0引用数: 0
h-index: 0
机构:
Virginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USAVirginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USA
Aberg, Karolina A.
[1
]
van den Oord, Edwin J. C. G.
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机构:
Virginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USAVirginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USA
van den Oord, Edwin J. C. G.
[1
]
机构:
[1] Virginia Commonwealth Univ, Ctr Biomarker Res & Precis Med, Richmond, VA 23284 USA
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.
机构:
Univ Med Ctr Leipzig, Dept Med Psychol & Med Sociol, Philipp Rosenthal Str 55, D-04103 Leipzig, GermanyUniv Med Ctr Leipzig, Dept Med Psychol & Med Sociol, Philipp Rosenthal Str 55, D-04103 Leipzig, Germany
Kuba, Katharina
Esser, Peter
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Ctr Leipzig, Dept Med Psychol & Med Sociol, Philipp Rosenthal Str 55, D-04103 Leipzig, GermanyUniv Med Ctr Leipzig, Dept Med Psychol & Med Sociol, Philipp Rosenthal Str 55, D-04103 Leipzig, Germany
Esser, Peter
Mehnert, Anja
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Ctr Leipzig, Dept Med Psychol & Med Sociol, Philipp Rosenthal Str 55, D-04103 Leipzig, GermanyUniv Med Ctr Leipzig, Dept Med Psychol & Med Sociol, Philipp Rosenthal Str 55, D-04103 Leipzig, Germany
Mehnert, Anja
Hinz, Andreas
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Ctr Leipzig, Dept Med Psychol & Med Sociol, Philipp Rosenthal Str 55, D-04103 Leipzig, GermanyUniv Med Ctr Leipzig, Dept Med Psychol & Med Sociol, Philipp Rosenthal Str 55, D-04103 Leipzig, Germany
Hinz, Andreas
Johansen, Christoffer
论文数: 0引用数: 0
h-index: 0
机构:
Univ Copenhagen, Rigshosp, Oncol Clin, Copenhagen, Denmark
Danish Canc Soc, Inst Canc Epidemiol, Unit Survivorship, Copenhagen, DenmarkUniv Med Ctr Leipzig, Dept Med Psychol & Med Sociol, Philipp Rosenthal Str 55, D-04103 Leipzig, Germany
Johansen, Christoffer
Lordick, Florian
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Ctr Leipzig, Leipzig, GermanyUniv Med Ctr Leipzig, Dept Med Psychol & Med Sociol, Philipp Rosenthal Str 55, D-04103 Leipzig, Germany
Lordick, Florian
Goetze, Heide
论文数: 0引用数: 0
h-index: 0
机构:
Univ Med Ctr Leipzig, Dept Med Psychol & Med Sociol, Philipp Rosenthal Str 55, D-04103 Leipzig, GermanyUniv Med Ctr Leipzig, Dept Med Psychol & Med Sociol, Philipp Rosenthal Str 55, D-04103 Leipzig, Germany