Cargando…

Methylome-wide association findings for major depressive disorder overlap in blood and brain and replicate in independent brain samples

We present the first large-scale methylome-wide association studies (MWAS) for major depressive disorder (MDD) to identify sites of potential importance for MDD etiology. Using a sequencing-based approach that provides near-complete coverage of all 28 million common CpGs in the human genome, we assa...

Descripción completa

Detalles Bibliográficos
Autores principales: Aberg, Karolina A., Dean, Brian, Shabalin, Andrey A., Chan, Robin F., Han, Laura K.M., Zhao, Min, van Grootheest, Gerard, Xie, Lin Y., Milaneschi, Yuri, Clark, Shaunna L., Turecki, Gustavo, Penninx, Brenda W.J.H., van den Oord, Edwin J.C.G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6428621/
https://www.ncbi.nlm.nih.gov/pubmed/30242228
http://dx.doi.org/10.1038/s41380-018-0247-6
_version_ 1783405422114242560
author Aberg, Karolina A.
Dean, Brian
Shabalin, Andrey A.
Chan, Robin F.
Han, Laura K.M.
Zhao, Min
van Grootheest, Gerard
Xie, Lin Y.
Milaneschi, Yuri
Clark, Shaunna L.
Turecki, Gustavo
Penninx, Brenda W.J.H.
van den Oord, Edwin J.C.G.
author_facet Aberg, Karolina A.
Dean, Brian
Shabalin, Andrey A.
Chan, Robin F.
Han, Laura K.M.
Zhao, Min
van Grootheest, Gerard
Xie, Lin Y.
Milaneschi, Yuri
Clark, Shaunna L.
Turecki, Gustavo
Penninx, Brenda W.J.H.
van den Oord, Edwin J.C.G.
author_sort Aberg, Karolina A.
collection PubMed
description We present the first large-scale methylome-wide association studies (MWAS) for major depressive disorder (MDD) to identify sites of potential importance for MDD etiology. Using a sequencing-based approach that provides near-complete coverage of all 28 million common CpGs in the human genome, we assay methylation in MDD cases and controls from both blood (N=1,132) and postmortem brain tissues (N=61 samples from Brodmann Area 10, BA10). The MWAS for blood identified several loci with P 1.91×10(−8)-4.39×10(−8) and a resampling approach showed that the cumulative association was significant (P=4.03×10(−10)) with the signal coming from the top 25,000 MWAS markers. Furthermore, a permutation based analysis showed significant overlap (P=5.4×10(−3)) between the MWAS findings in blood and brain (BA10). This overlap was significantly enriched for a number of features including being in eQTLs in blood and frontal cortex, CpG islands and shores, and exons. The overlapping sites were also enriched for active chromatin states in brain including genic enhancers and active transcription start sites. Furthermore, three loci located in GABBR2, RUFY3 and in an intergenic region on chromosome 2 replicated with the same direction of effect in the second brain tissue (BA25, N=60) from the same individuals and in two independent brain collections (BA10, N=81 and 64). GABBR2 inhibits neuronal activity through G protein-coupled second-messenger systems and RUFY3 is implicated in the establishment of neuronal polarity and axon elongation. In conclusion, we identified and replicated methylated loci associated with MDD that are involved in biological functions of likely importance to MDD etiology.
format Online
Article
Text
id pubmed-6428621
institution National Center for Biotechnology Information
language English
publishDate 2018
record_format MEDLINE/PubMed
spelling pubmed-64286212019-03-21 Methylome-wide association findings for major depressive disorder overlap in blood and brain and replicate in independent brain samples Aberg, Karolina A. Dean, Brian Shabalin, Andrey A. Chan, Robin F. Han, Laura K.M. Zhao, Min van Grootheest, Gerard Xie, Lin Y. Milaneschi, Yuri Clark, Shaunna L. Turecki, Gustavo Penninx, Brenda W.J.H. van den Oord, Edwin J.C.G. Mol Psychiatry Article We present the first large-scale methylome-wide association studies (MWAS) for major depressive disorder (MDD) to identify sites of potential importance for MDD etiology. Using a sequencing-based approach that provides near-complete coverage of all 28 million common CpGs in the human genome, we assay methylation in MDD cases and controls from both blood (N=1,132) and postmortem brain tissues (N=61 samples from Brodmann Area 10, BA10). The MWAS for blood identified several loci with P 1.91×10(−8)-4.39×10(−8) and a resampling approach showed that the cumulative association was significant (P=4.03×10(−10)) with the signal coming from the top 25,000 MWAS markers. Furthermore, a permutation based analysis showed significant overlap (P=5.4×10(−3)) between the MWAS findings in blood and brain (BA10). This overlap was significantly enriched for a number of features including being in eQTLs in blood and frontal cortex, CpG islands and shores, and exons. The overlapping sites were also enriched for active chromatin states in brain including genic enhancers and active transcription start sites. Furthermore, three loci located in GABBR2, RUFY3 and in an intergenic region on chromosome 2 replicated with the same direction of effect in the second brain tissue (BA25, N=60) from the same individuals and in two independent brain collections (BA10, N=81 and 64). GABBR2 inhibits neuronal activity through G protein-coupled second-messenger systems and RUFY3 is implicated in the establishment of neuronal polarity and axon elongation. In conclusion, we identified and replicated methylated loci associated with MDD that are involved in biological functions of likely importance to MDD etiology. 2018-09-21 2020-06 /pmc/articles/PMC6428621/ /pubmed/30242228 http://dx.doi.org/10.1038/s41380-018-0247-6 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
Aberg, Karolina A.
Dean, Brian
Shabalin, Andrey A.
Chan, Robin F.
Han, Laura K.M.
Zhao, Min
van Grootheest, Gerard
Xie, Lin Y.
Milaneschi, Yuri
Clark, Shaunna L.
Turecki, Gustavo
Penninx, Brenda W.J.H.
van den Oord, Edwin J.C.G.
Methylome-wide association findings for major depressive disorder overlap in blood and brain and replicate in independent brain samples
title Methylome-wide association findings for major depressive disorder overlap in blood and brain and replicate in independent brain samples
title_full Methylome-wide association findings for major depressive disorder overlap in blood and brain and replicate in independent brain samples
title_fullStr Methylome-wide association findings for major depressive disorder overlap in blood and brain and replicate in independent brain samples
title_full_unstemmed Methylome-wide association findings for major depressive disorder overlap in blood and brain and replicate in independent brain samples
title_short Methylome-wide association findings for major depressive disorder overlap in blood and brain and replicate in independent brain samples
title_sort methylome-wide association findings for major depressive disorder overlap in blood and brain and replicate in independent brain samples
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6428621/
https://www.ncbi.nlm.nih.gov/pubmed/30242228
http://dx.doi.org/10.1038/s41380-018-0247-6
work_keys_str_mv AT abergkarolinaa methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples
AT deanbrian methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples
AT shabalinandreya methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples
AT chanrobinf methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples
AT hanlaurakm methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples
AT zhaomin methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples
AT vangrootheestgerard methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples
AT xieliny methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples
AT milaneschiyuri methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples
AT clarkshaunnal methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples
AT tureckigustavo methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples
AT penninxbrendawjh methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples
AT vandenoordedwinjcg methylomewideassociationfindingsformajordepressivedisorderoverlapinbloodandbrainandreplicateinindependentbrainsamples